Diels-Alder formulations investigated in the study. The formulation components shown are in weight % (wt%).
\\n\\n
Released this past November, the list is based on data collected from the Web of Science and highlights some of the world’s most influential scientific minds by naming the researchers whose publications over the previous decade have included a high number of Highly Cited Papers placing them among the top 1% most-cited.
\\n\\nWe wish to congratulate all of the researchers named and especially our authors on this amazing accomplishment! We are happy and proud to share in their success!
Note: Edited in March 2021
\\n"}]',published:!0,mainMedia:{caption:"Highly Cited",originalUrl:"/media/original/117"}},components:[{type:"htmlEditorComponent",content:'IntechOpen is proud to announce that 191 of our authors have made the Clarivate™ Highly Cited Researchers List for 2020, ranking them among the top 1% most-cited.
\n\nThroughout the years, the list has named a total of 261 IntechOpen authors as Highly Cited. Of those researchers, 69 have been featured on the list multiple times.
\n\n\n\nReleased this past November, the list is based on data collected from the Web of Science and highlights some of the world’s most influential scientific minds by naming the researchers whose publications over the previous decade have included a high number of Highly Cited Papers placing them among the top 1% most-cited.
\n\nWe wish to congratulate all of the researchers named and especially our authors on this amazing accomplishment! We are happy and proud to share in their success!
Note: Edited in March 2021
\n'}],latestNews:[{slug:"webinar-introduction-to-open-science-wednesday-18-may-1-pm-cest-20220518",title:"Webinar: Introduction to Open Science | Wednesday 18 May, 1 PM CEST"},{slug:"step-in-the-right-direction-intechopen-launches-a-portfolio-of-open-science-journals-20220414",title:"Step in the Right Direction: IntechOpen Launches a Portfolio of Open Science Journals"},{slug:"let-s-meet-at-london-book-fair-5-7-april-2022-olympia-london-20220321",title:"Let’s meet at London Book Fair, 5-7 April 2022, Olympia London"},{slug:"50-books-published-as-part-of-intechopen-and-knowledge-unlatched-ku-collaboration-20220316",title:"50 Books published as part of IntechOpen and Knowledge Unlatched (KU) Collaboration"},{slug:"intechopen-joins-the-united-nations-sustainable-development-goals-publishers-compact-20221702",title:"IntechOpen joins the United Nations Sustainable Development Goals Publishers Compact"},{slug:"intechopen-signs-exclusive-representation-agreement-with-lsr-libros-servicios-y-representaciones-s-a-de-c-v-20211123",title:"IntechOpen Signs Exclusive Representation Agreement with LSR Libros Servicios y Representaciones S.A. de C.V"},{slug:"intechopen-expands-partnership-with-research4life-20211110",title:"IntechOpen Expands Partnership with Research4Life"},{slug:"introducing-intechopen-book-series-a-new-publishing-format-for-oa-books-20210915",title:"Introducing IntechOpen Book Series - A New Publishing Format for OA Books"}]},book:{item:{type:"book",id:"10229",leadTitle:null,fullTitle:"Teacher Education in the 21st Century - Emerging Skills for a Changing World",title:"Teacher Education in the 21st Century",subtitle:"Emerging Skills for a Changing World",reviewType:"peer-reviewed",abstract:"In the face of unprecedented disruption from the COVID-19 pandemic and the rapid acceleration of digital technologies, it is necessary to rethink the competences required by teachers for meeting new and flexible learning demands. Teacher training is an area constantly evolving along with emerging social challenges that are transforming educational institutions and agents. This book provides teachers with skills, innovative solutions, cutting-edge studies, and methodologies to meet education and training system demands. In our changing world, preparing teachers worldwide for the challenges and shifts of this era involves the opportunity to exchange theories, practices, and experiences such as those contained in this book.",isbn:"978-1-83968-793-8",printIsbn:"978-1-83968-792-1",pdfIsbn:"978-1-83968-794-5",doi:"10.5772/intechopen.91070",price:139,priceEur:155,priceUsd:179,slug:"teacher-education-in-the-21st-century-emerging-skills-for-a-changing-world",numberOfPages:378,isOpenForSubmission:!1,isInWos:1,isInBkci:!1,hash:"b01f9136149277b7e4cbc1e52bce78ec",bookSignature:"Maria Jose Hernández-Serrano",publishedDate:"June 16th 2021",coverURL:"https://cdn.intechopen.com/books/images_new/10229.jpg",numberOfDownloads:7609,numberOfWosCitations:4,numberOfCrossrefCitations:4,numberOfCrossrefCitationsByBook:0,numberOfDimensionsCitations:9,numberOfDimensionsCitationsByBook:0,hasAltmetrics:1,numberOfTotalCitations:17,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"September 14th 2020",dateEndSecondStepPublish:"October 12th 2020",dateEndThirdStepPublish:"December 11th 2020",dateEndFourthStepPublish:"March 1st 2021",dateEndFifthStepPublish:"April 30th 2021",currentStepOfPublishingProcess:5,indexedIn:"1,2,3,4,5,6",editedByType:"Edited by",kuFlag:!1,featuredMarkup:null,editors:[{id:"187893",title:"Dr.",name:"Maria Jose",middleName:null,surname:"Hernández-Serrano",slug:"maria-jose-hernandez-serrano",fullName:"Maria Jose Hernández-Serrano",profilePictureURL:"https://mts.intechopen.com/storage/users/187893/images/system/187893.jpg",biography:"Maria Jose Hernandez Serrano, DPhil, is a tenured lecturer in the Department of Theory and History of Education, University of Salamanca, Spain, where she currently teaches Teacher Education. She is interested in the analysis of cognitive and affective processes, along with the study of social contingencies affecting educational institutions and requiring new skills for educators. Her publications are mainly of the educational process mediated by technologies and digital competences. Her new research interest is on the transdisciplinary application of brain-based research to educational contexts and virtual environments, and the neuropedagogical implications of the technologies on the development of the brain in younger students. Dr. Serrano is currently the deputy director of Institutional and International Relationships in de School of Education, University of Salamanca.",institutionString:"University of Salamanca",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"1",totalChapterViews:"0",totalEditedBooks:"1",institution:{name:"University of Salamanca",institutionURL:null,country:{name:"Spain"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,coeditorOne:null,coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"265",title:"Education",slug:"social-sciences-education"}],chapters:[{id:"75224",title:"Decoding the Digital Gap in Teacher Education: Three Perspectives across the Globe",doi:"10.5772/intechopen.96206",slug:"decoding-the-digital-gap-in-teacher-education-three-perspectives-across-the-globe",totalDownloads:531,totalCrossrefCites:0,totalDimensionsCites:3,hasAltmetrics:0,abstract:"Educational use of technology is regularly assessed, and results often show a gap between educational policies and what is actually practiced. This chapter will help clarify how teacher educators experience the changing educational contexts due to the digital revolution, how their meaning-making shifts, and how outside forces influence those processes. The results are based on comparative international studies. Central for this study is practitioners’ professional digital competence, their attitudes towards digital technology and the use of digital technology in education. We found that the influence and contribution of digital practice is carried out quite differently across the globe. Our research questions were: How do practitioners experience teaching in a rapidly changing context? How do attitudes change due to top-down governing of education? and What motivates teacher educators to implement digital technology?",signatures:"Steinar Thorvaldsen and Siri Sollied Madsen",downloadPdfUrl:"/chapter/pdf-download/75224",previewPdfUrl:"/chapter/pdf-preview/75224",authors:[{id:"332624",title:"Associate Prof.",name:"Siri Sollied",surname:"Madsen",slug:"siri-sollied-madsen",fullName:"Siri Sollied Madsen"},{id:"332626",title:"Prof.",name:"Steinar",surname:"Thorvaldsen",slug:"steinar-thorvaldsen",fullName:"Steinar Thorvaldsen"}],corrections:null},{id:"75439",title:"Remote Support through Technologies: A Research-Training on Teachers’ ‘Sophisticated Knowledge’",doi:"10.5772/intechopen.95949",slug:"remote-support-through-technologies-a-research-training-on-teachers-sophisticated-knowledge-",totalDownloads:331,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"The COVID-19 pandemic accelerated the process of transforming teaching practices, such as remotely supporting students through innovative technological means. After a reflection on the impact of COVID-19 emergency on teachers’ skills, on the basis of a series of professional resources made available to teachers in order to support remote participation and learning of students, the work presents methodologies and results of an intervention-research, which involved 108 teachers in service, aimed at develop the teachers’ ability to integrate remote teaching technologies resources, with a view to personalizing interventions and effectiveness of learning content. The survey highlighted that relationship with students has been the teaching practice aspect most influenced by technologies/digital resources in the period of the pandemic. Such results offer support for didactic research to integrate the well-known explanatory model of TPACK (Technological Pedagogical Content Knowledge) with further aspects relating to ‘sophisticated’ knowledge, more linked to adaptation and re-shaping of knowledge to be taught with reference to the students needs.",signatures:"Laura Sara Agrati",downloadPdfUrl:"/chapter/pdf-download/75439",previewPdfUrl:"/chapter/pdf-preview/75439",authors:[{id:"334610",title:"Associate Prof.",name:"Laura Sara",surname:"Agrati",slug:"laura-sara-agrati",fullName:"Laura Sara Agrati"}],corrections:null},{id:"76736",title:"The Revolutionary Media Education Decade: From the UNESCO to the ALFAMED Curriculum for Teacher Training",doi:"10.5772/intechopen.97804",slug:"the-revolutionary-media-education-decade-from-the-unesco-to-the-alfamed-curriculum-for-teacher-train",totalDownloads:315,totalCrossrefCites:1,totalDimensionsCites:1,hasAltmetrics:0,abstract:"Nations across the globe are immersed in a technological revolution—intensified by the need to respond to COVID-19 issues. In order to be critical and responsible citizens in the current media ecosystem, it is important that students acquire and develop certain skills when consuming and producing information for and when communicating through the media. This is a major challenge that educational systems worldwide have to face. Hence, new curricula in media education to guide future teachers towards the successful acquisition of new media skills have been proposed. The aims of this work are to conduct a theoretical approach to this worldwide technological and media evolution in the past decade, to make an in-depth comparison between the Curriculum for teachers on media and information literacy published by the UNESCO (2011) and the publication of the new AlfaMed Curriculum for the training of teachers in media education (2021). This framework starts by providing an extensive analysis of the key elements of both curricula and of their corresponding modules, establishing, thus, a constructive comparison while updating them, according to the needs, changes, and realities that have taken place regarding digital literacy in the past decade. Finally, the chapter concludes with the detailing of the challenges and with proposals for teacher training in media and information literacy.",signatures:"Paula Renés-Arellano, Ignacio Aguaded and Maria Jose Hernández-Serrano",downloadPdfUrl:"/chapter/pdf-download/76736",previewPdfUrl:"/chapter/pdf-preview/76736",authors:[{id:"187893",title:"Dr.",name:"Maria Jose",surname:"Hernández-Serrano",slug:"maria-jose-hernandez-serrano",fullName:"Maria Jose Hernández-Serrano"},{id:"209824",title:"Dr.",name:"Ignacio",surname:"Aguaded",slug:"ignacio-aguaded",fullName:"Ignacio Aguaded"},{id:"356638",title:"Dr.",name:"Paula",surname:"Renés-Arellano",slug:"paula-renes-arellano",fullName:"Paula Renés-Arellano"}],corrections:null},{id:"75225",title:"Are Teacher Students’ Deep Learning and Critical Thinking at Risk of Being Limited in Digital Learning Environments?",doi:"10.5772/intechopen.96151",slug:"are-teacher-students-deep-learning-and-critical-thinking-at-risk-of-being-limited-in-digital-learnin",totalDownloads:424,totalCrossrefCites:0,totalDimensionsCites:1,hasAltmetrics:0,abstract:"The 21st century is quite different from the 20th in regard to the skills people need for work, citizenship, and self-actualisation. Proficiency in the 21st century differs primarily due to the emergence of sophisticated information and communication technologies. In this chapter, we will discuss whether teaching students are sufficiently prepared regarding the need for 21st century skills and how learning in a digital age affects the need for high-level critical thinking. Based on 20 in-depth interviews of Norwegian and New Zealand teaching educators, teaching students’ low critical thinking skills seem to be understood as a global challenge and as connected to the digital revolution. Despite being from different sides of the globe, teaching educators from both countries expressed concern regarding students’ in-depth learning and critical thinking skills in an educational where learning is influenced by digital technology. This article discusses the dilemmas regarding having easier access to greater amounts of information, which requires a different form of critical thinking. We question whether we are and have been preparing students sufficiently for this educational change.",signatures:"Siri Sollied Madsen, Steinar Thorvaldsen and Sissel Sollied",downloadPdfUrl:"/chapter/pdf-download/75225",previewPdfUrl:"/chapter/pdf-preview/75225",authors:[{id:"332624",title:"Associate Prof.",name:"Siri Sollied",surname:"Madsen",slug:"siri-sollied-madsen",fullName:"Siri Sollied Madsen"},{id:"332626",title:"Prof.",name:"Steinar",surname:"Thorvaldsen",slug:"steinar-thorvaldsen",fullName:"Steinar Thorvaldsen"},{id:"343786",title:"Dr.",name:"Sissel",surname:"Sollied",slug:"sissel-sollied",fullName:"Sissel Sollied"}],corrections:null},{id:"75908",title:"From the Classroom into Virtual Learning Environments: Essential Knowledge, Competences, Skills and Pedagogical Strategies for the 21st Century Teacher Education in Kenya",doi:"10.5772/intechopen.96950",slug:"from-the-classroom-into-virtual-learning-environments-essential-knowledge-competences-skills-and-ped",totalDownloads:485,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"As teachers in Kenya begin to migrate from the classroom to virtual learning spaces following COVID 19 pandemic, there is pressing need to realign Teacher Education to requisite Knowledge, competences, skills, and attitudes that will support online teaching. This chapter explores these needs using a combination of lived experiences and literature review that captured a meta-analysis of research trends on e-learning. While trends in Teacher Education indicate progression towards adoption of technology, there are disparities between the theory and practice. Evidence from recent research and reports; and the recollected experiences confirmed knowledge, competence, skills and pedagogical gaps in the implementation of online learning, that have been exacerbated by COVID-19. The researcher recommends that teacher education should sensitize and train teacher trainees on how to access, analyze and use new knowledge emerging with technology; they also should be coached on how learners learn with technology and on fundamentals of the communication process. Particularly the course on educational technology, should focus on how to create and manage online courses. The 5-stage E-Moderator Model and Universal Design for Learning (UDL) are recommended as effective pedagogical scaffold for online teaching.",signatures:"Catherine Adhiambo Amimo",downloadPdfUrl:"/chapter/pdf-download/75908",previewPdfUrl:"/chapter/pdf-preview/75908",authors:[{id:"333482",title:"Dr.",name:"Catherine Adhiambo",surname:"Amimo",slug:"catherine-adhiambo-amimo",fullName:"Catherine Adhiambo Amimo"}],corrections:null},{id:"76062",title:"Modern Teacher Education - Supporting the Vast Landscape of 21st Century Pedagogy",doi:"10.5772/intechopen.97032",slug:"modern-teacher-education-supporting-the-vast-landscape-of-21st-century-pedagogy",totalDownloads:371,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:1,abstract:"Learners have changed; Teaching has changed; Expectations have changed. How to best support modern learners is the challenge of all educators at all grade levels. The students of today are sophisticated users of technology, they are multitasking constantly and can sometimes be more comfortable with the technology than they are interacting with teachers and peers in the real world. Marc Prensky described them as “Digital Natives” over 10 years ago implying that they are efficient users of technology. This is not always the case. While they are exposed to various technologies and can successfully use them outside the classroom their use of these same tools as learning support tools can be lacking. Digital natives have different learning styles and different concerns than previous students. Educators need to keep up with this changing landscape and need to learn, develop and innovate new ways to support todays’ learners. Supporting today’s learners now requires more than just educating them in a specific content area but also includes supporting them in the use of technology tools in an education setting. Supporting educators through areas of primary training such as teacher preparation programs and degree programs are one way to accomplish this but also the many credible teacher training programs that provide experience, peer support or certifications are also excellent tools. Through this chapter we will take a close look at pedagogy, learning styles, support tools, and the skills needed to be a modern educator.",signatures:"Dr Joshua C. Elliott and Dr Craig S. Tunks",downloadPdfUrl:"/chapter/pdf-download/76062",previewPdfUrl:"/chapter/pdf-preview/76062",authors:[{id:"333961",title:"Assistant Prof.",name:"Joshua C.",surname:"Elliott",slug:"joshua-c.-elliott",fullName:"Joshua C. Elliott"},{id:"334718",title:"Dr.",name:"Craig S.",surname:"Tunks",slug:"craig-s.-tunks",fullName:"Craig S. Tunks"}],corrections:null},{id:"75116",title:"Sustainable Teaching in an Uncertain World: Pedagogical Continuities, Un-Precedented Challenges",doi:"10.5772/intechopen.96078",slug:"sustainable-teaching-in-an-uncertain-world-pedagogical-continuities-un-precedented-challenges",totalDownloads:485,totalCrossrefCites:2,totalDimensionsCites:2,hasAltmetrics:1,abstract:"Beyond the very pressing immediacy of the pace of change induced by internationalising tendencies, a world without borders, there is increasing pressure on teachers to be more adept, agile, and adaptive, particularly at incorporating new and emerging technologies into their pedagogical repertoires, while international agencies, increasingly influential in this febrile landscape, proffer reform rhetorics that are superficial at best in their appreciation or understanding of local conditions, the realities of teachers’ lives and work. While an emphasis on ‘what works’ too has its limitations, what this chapter seeks to identify is not merely incremental contributions to often limited pedagogical repertoires, but to approach the considerable challenge from a sustainability perspective, sufficient to identify adaptive steps to possible futures that are hopeful, life enhancing, sustaining and sustainable, enriching the quality of teaching and learning, contributing to an emerging pedagogical praxis.",signatures:"Rachel Farrell and Ciaran Sugrue",downloadPdfUrl:"/chapter/pdf-download/75116",previewPdfUrl:"/chapter/pdf-preview/75116",authors:[{id:"333714",title:"Prof.",name:"Ciaran Sugrue",surname:"Sugrue",slug:"ciaran-sugrue-sugrue",fullName:"Ciaran Sugrue Sugrue"},{id:"333717",title:"Ms.",name:"Rachel",surname:"Farrell",slug:"rachel-farrell",fullName:"Rachel Farrell"}],corrections:null},{id:"75700",title:"Connecting Pedagogical Interactions in the Twenty-First Century Classrooms: The Role of the Learners’ Perspective in Knowledge Production in the Curriculum Transformation in South Africa",doi:"10.5772/intechopen.96401",slug:"connecting-pedagogical-interactions-in-the-twenty-first-century-classrooms-the-role-of-the-learners-",totalDownloads:337,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"This chapter presents the analysis of the interactions in the context of knowledge acquisition and learning. Despite the different contesting approaches to knowledge acquisition, this chapter unveils the confusion prevailing in classrooms concerning the gaps and questions arising from knowledge that is asserted to be empirically verified. The observation sheets and notes were the primary sources of data gathered from the evaluation of lesson presentations conducted in classrooms, with the focus being on teacher-learner-interaction. Learners’ reflections, questions, comments as well as feedback from teachers were analysed through qualitative procedures. The results and the findings highlighted that the preparation of the lessons by the teachers have unforeseen gaps, blind spots, and undesired learning outcomes. This work concluded that teachers are experiencing challenges and difficulties in addressing the cognitive and intellectual needs of the twenty-first generation learners in classrooms. This study recommends the review of factual knowledge by school subject curriculum experts, and teacher educators in the faculties.",signatures:"Mamsi Ethel Khuzwayo and Kwanele Booi",downloadPdfUrl:"/chapter/pdf-download/75700",previewPdfUrl:"/chapter/pdf-preview/75700",authors:[{id:"275464",title:"Dr.",name:"Mamsi Ethel",surname:"Khuzwayo",slug:"mamsi-ethel-khuzwayo",fullName:"Mamsi Ethel Khuzwayo"},{id:"332452",title:"Dr.",name:"Kwanele",surname:"Booi",slug:"kwanele-booi",fullName:"Kwanele Booi"}],corrections:null},{id:"75416",title:"Self-Study Research: Challenges and Opportunities in Teacher Education",doi:"10.5772/intechopen.96252",slug:"self-study-research-challenges-and-opportunities-in-teacher-education",totalDownloads:678,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:1,abstract:"This article aims to describe what self-study research is, why self-study can be a good approach to teacher educators’ professional development and improvements in practice and highlight some challenges and opportunities in this research approach. In addition, the article will shed light on some methodological aspects related to self-study. Self-study refers to teacher educators who in an intentionally and systematically way examine their practice to improve it, based on a deeper understanding of practice, as well as the context practice takes place. In the article, I argue that engaging in self-study is a learning and development process and an approach to developing personal professionalism, collective professionalism and improvements in practice.",signatures:"Kåre Hauge",downloadPdfUrl:"/chapter/pdf-download/75416",previewPdfUrl:"/chapter/pdf-preview/75416",authors:[{id:"332053",title:"Associate Prof.",name:"Kåre",surname:"Hauge",slug:"kare-hauge",fullName:"Kåre Hauge"}],corrections:null},{id:"75672",title:"Building Pre-Service Teacher Capabilities through Remote and Flexible Placement - A New Narrative",doi:"10.5772/intechopen.96468",slug:"building-pre-service-teacher-capabilities-through-remote-and-flexible-placement-a-new-narrative",totalDownloads:274,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Within practical placements, Australian pre-service teachers acquire a range of skills and strategies. This is in addition to linking the theory that they acquire at university to that in the classroom context. In 2020, to ensure that the pre-service teachers in education courses continue this practical component of their degree, remote and flexible placements were negotiated between the schools and the university. These changes were embedded in order for pre-service teachers to work with schools, students and mentors and they did so from within their homes. This chapter focuses on the experiences from three pre-service teachers during their time on practicum in remote and flexible contexts. A case study approach was applied to analyse each individual’s experiences. The case studies highlight the commonalities in experiences for each individual pre-service teacher. Upon analysis of these case studies, these commonalities included implications around how these capabilities were being formed and developed throughout the placement. These capabilities included inference, deduction, pivoting and empathy. These common capabilities across the pre-service teacher’s experiences, during their remote and flexible placement, highlight the need for a new narrative around the emerging skills, strategies and capabilities for teacher education in the 21st Century.",signatures:"Ondine Jayne Bradbury, Tatainia Stewart, Anabelle Barker and Jessica Rowe",downloadPdfUrl:"/chapter/pdf-download/75672",previewPdfUrl:"/chapter/pdf-preview/75672",authors:[{id:"332008",title:"Ms.",name:"Ondine",surname:"Bradbury",slug:"ondine-bradbury",fullName:"Ondine Bradbury"},{id:"340106",title:"Ms.",name:"Anabelle",surname:"Barker",slug:"anabelle-barker",fullName:"Anabelle Barker"},{id:"340107",title:"Ms.",name:"Jessica",surname:"Rowe",slug:"jessica-rowe",fullName:"Jessica Rowe"},{id:"340108",title:"Ms.",name:"Tatainia",surname:"Stewart",slug:"tatainia-stewart",fullName:"Tatainia Stewart"}],corrections:null},{id:"75268",title:"How Philosophizing the Dialogos Way Can Promote Education for Sustainable Development",doi:"10.5772/intechopen.96198",slug:"how-philosophizing-the-dialogos-way-can-promote-education-for-sustainable-development",totalDownloads:542,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"This paper is an inquiry into an action research process in which staff from a combined vocational and academic upper secondary school philosophized “The Dialogos Way” together, as part of ongoing curriculum reforms in Norway. Some teachers were also trained in facilitating such dialogs with their students. Since sustainable development is one of three interdisciplinary topics now supposed to run through all subjects at all educational levels, our chosen action inquiry research question in this paper reads as follows: How can training teachers in philosophizing the Dialogos Way promote attitudes and skills required for dialogic learning-and-teaching, and how can this form of learning-and-teaching support education for sustainable development? Using teachers’ and students’ meta-reflection notes as data, the authors find that the Dialogos approach offers a fruitful way of integrating sustainable development issues in the curriculum.",signatures:"Eirik Hæreid Marcussen, Michael Weiss and Guro Hansen Helskog",downloadPdfUrl:"/chapter/pdf-download/75268",previewPdfUrl:"/chapter/pdf-preview/75268",authors:[{id:"333626",title:"Associate Prof.",name:"Guro Hansen",surname:"Helskog",slug:"guro-hansen-helskog",fullName:"Guro Hansen Helskog"},{id:"333629",title:"MSc.",name:"Eirik Hæreid",surname:"Marcussen",slug:"eirik-haereid-marcussen",fullName:"Eirik Hæreid Marcussen"},{id:"333630",title:"Dr.",name:"Michael Noah",surname:"Weiss",slug:"michael-noah-weiss",fullName:"Michael Noah Weiss"}],corrections:null},{id:"76008",title:"21st Century Pedagogies and Citizenship Education: Enacting Elementary School Curriculum Using Critical Inquiry-Based Learning",doi:"10.5772/intechopen.96998",slug:"21st-century-pedagogies-and-citizenship-education-enacting-elementary-school-curriculum-using-critic",totalDownloads:419,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"How elementary teachers address citizenship is important in 21st century teaching and learning. Situating citizenship education within the varied global contexts of schooling and connecting content to pedagogical approach is a complex task. Even so, citizenship education can be the philosophical underpinning, or vision, for a teaching pedagogy that engages students in active, creative, and critical ways. This chapter illustrates key features and priorities for citizenship education by exploring the concepts of perspective taking, inquiry pedagogy and critical pedagogy and how they work together using the example of elementary school Social Studies in a Canadian context. Using examples from previous studies and narratives from elementary school teachers, this chapter includes portraits of classroom teachers’ work using a critical inquiry-based approach. The chapter illustrates how resources can be used in teachers’ planning to design learning that is nestled in citizenship education. Government curriculum documents as well as scholarly literature and teaching resources can support critical-inquiry for citizenship education. This teaching can lead to active, engaged citizens. There are many approaches to citizenship education; drawing awareness to perspectives and pedagogical possibilities is essential in teacher development. Teacher education is the ideal place for introducing and connecting foundations of education to best practice.",signatures:"Yiola Cleovoulou",downloadPdfUrl:"/chapter/pdf-download/76008",previewPdfUrl:"/chapter/pdf-preview/76008",authors:[{id:"337311",title:"Assistant Prof.",name:"Yiola",surname:"Cleovoulou",slug:"yiola-cleovoulou",fullName:"Yiola Cleovoulou"}],corrections:null},{id:"75540",title:"Green Pedagogy: Using Confrontation and Provocation to Promote Sustainability Skills",doi:"10.5772/intechopen.96432",slug:"green-pedagogy-using-confrontation-and-provocation-to-promote-sustainability-skills",totalDownloads:329,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:1,abstract:"The chapter describes the features of Green Pedagogy, originally developed in Austria in German where it is still being actively researched. Green Pedagogy offers a structured approach to lesson planning to achieve embedded sustainability competencies within a specific vocational or academic field. The Green Pedagogy approach achieves sustainability competency through a controlled appeal to the emotions and the explicit uncovering of learner values to take on new ideas and new perspectives in a more sustainable direction. The approach is compatible with many recommended Education for Sustainable Development (ESD) pedagogies such as project-based teaching and the case study approach. The approach also implements several more general evidence-based pedagogical strategies such as concept change. The key feature of Green Pedagogy is that the process ends with locally based action whose wider implications are explored. We relate some of the challenges involved in translating a pedagogical approach from one language to another as the ProfESus Erasmus project aimed to disseminate Green Pedagogy to a global cohort of teachers of home economics in English. Reactions of participating teachers in the piloting of the training are explored and some practical solutions offered.",signatures:"Anne Fox and Christine Wogowitsch",downloadPdfUrl:"/chapter/pdf-download/75540",previewPdfUrl:"/chapter/pdf-preview/75540",authors:[{id:"334261",title:"M.A.",name:"Anne",surname:"Fox",slug:"anne-fox",fullName:"Anne Fox"},{id:"344250",title:"Mrs.",name:"Christine",surname:"Wogowitsch",slug:"christine-wogowitsch",fullName:"Christine Wogowitsch"}],corrections:null},{id:"75486",title:"Intentional Teaching: Building Resiliency and Trauma-Sensitive Cultures in Schools",doi:"10.5772/intechopen.96571",slug:"intentional-teaching-building-resiliency-and-trauma-sensitive-cultures-in-schools",totalDownloads:286,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"In a time where many students and their families are grappling with uncertainties and educators are faced with uniquely complex challenges in the delivery of effective instruction, the ability to create educational communities that respond to the needs of all learners is crucial. There is increasing emergence of technology and pedagogy that have facilitated connections to the classroom never seen before. Yet, educators and school communities need to respond to this time of uncertainty with the lens of trauma sensitive instruction, the creation of meaningful teacher-student relationships, and building the resilience necessary for students to thrive in the ever-shifting landscape of education. This descriptive paper explores strategies for implementation including creating safe spaces for learning, addressing disparities in learning opportunities, preventing academic disruption, and using a proactive approach to address stress and trauma in the classroom. The multitude of teaching modalities available has paved the way for a transition to fluid education but the need to do so with intentionality cannot be ignored. The transition to remote and hybrid learning may change the landscape of education forever, and with it comes the responsibility to ensure high expectations for student success are balanced with compassion, and rigidity is replaced with flexibility.",signatures:"Christian Scannell",downloadPdfUrl:"/chapter/pdf-download/75486",previewPdfUrl:"/chapter/pdf-preview/75486",authors:[{id:"316991",title:"Dr.",name:"Christian",surname:"(Scannell) Williams",slug:"christian-(scannell)-williams",fullName:"Christian (Scannell) Williams"}],corrections:null},{id:"75400",title:"Temperament in the Early Elementary Classroom: Implications for Practice",doi:"10.5772/intechopen.96270",slug:"temperament-in-the-early-elementary-classroom-implications-for-practice",totalDownloads:364,totalCrossrefCites:1,totalDimensionsCites:2,hasAltmetrics:1,abstract:"Temperament is a contextual and biological trait that influences how an individual interacts with the environment. Although scholars have organized and prioritized different dimensions of temperament, in this chapter we focus on temperament dimensions that are most salient to—and how they are exhibited in—early childhood classrooms. Temperament continues to be an important topic in early childhood classrooms because it is both important for children learning to manage their social emotional competence, which relates to long-term academic success and positive mental health, and for teachers to develop classroom management skills that provide a positive climate for an array of children and temperament types. After introducing the notion of temperament, we describe how teachers may create environments and react to children in ways that support child temperament. Finally, INSIGHTS into Children’s Temperament, an empirically based social–emotional intervention, will be introduced. This intervention focuses on how children’s temperament unfolds in the classroom and how the adults in children’s lives can create “goodness-of-fit” for optimal outcomes.",signatures:"Martinique Ann Sealy, Kathleen Moritz Rudasill, Jentry S. Barrett, Jungwon Eum, Nicole Adams, Angela Hinrichs and Sandee McClowry",downloadPdfUrl:"/chapter/pdf-download/75400",previewPdfUrl:"/chapter/pdf-preview/75400",authors:[{id:"335414",title:"Dr.",name:"Kathleen",surname:"Rudasill",slug:"kathleen-rudasill",fullName:"Kathleen Rudasill"},{id:"336164",title:"Ms.",name:"Martinique",surname:"Sealy",slug:"martinique-sealy",fullName:"Martinique Sealy"},{id:"336166",title:"Ms.",name:"Jentry",surname:"Barrett",slug:"jentry-barrett",fullName:"Jentry Barrett"},{id:"336167",title:"Dr.",name:"Jungwon",surname:"Eum",slug:"jungwon-eum",fullName:"Jungwon Eum"},{id:"346514",title:"Dr.",name:"Nicole",surname:"Adams",slug:"nicole-adams",fullName:"Nicole Adams"},{id:"346515",title:"Dr.",name:"Angela",surname:"Hinrichs",slug:"angela-hinrichs",fullName:"Angela Hinrichs"},{id:"346516",title:"Dr.",name:"Sandee",surname:"McClowry",slug:"sandee-mcclowry",fullName:"Sandee McClowry"}],corrections:null},{id:"75580",title:"Foundations for Promoting LGBT+ Social Justice through Early Childhood Teacher Education",doi:"10.5772/intechopen.96522",slug:"foundations-for-promoting-lgbt-social-justice-through-early-childhood-teacher-education",totalDownloads:273,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:1,abstract:"This chapter presents a framework for early childhood (EC) teacher education experiences that align with aims of LGBT+ (lesbian, gay, bi, trans, plus other identities) social justice. The chapter begins with an introduction to the populations addressed: children of LGBT-led families, trans people, children who represent gender diversity, and LGBT+ teachers. Ethical and teaching responsibilities of educators who serve children aged birth to five are shared, including the work of authors in the interrelated fields within EC education. Examples of supportive educator competencies are shared across three critical aims: including and supporting LGBT-led families, supporting children’s explorations of gender (including combating gender bias), and supporting LGBT+ educators. Next, a model for authentic, field-based EC educator preparation is presented, including strategies for better linking preparation to practice. Finally, resources for EC educators and those who prepare them are provided. The overall goal of the chapter is to integrate topics, competencies, and issues typically treated separately into a more holistic view of the possibilities within EC teacher education to enhance the inclusivity of preparation programs, broaden the knowledge and skills of pre-service educators, and positively influence the lives of LGBT+ individuals.",signatures:"Adam S. Kennedy",downloadPdfUrl:"/chapter/pdf-download/75580",previewPdfUrl:"/chapter/pdf-preview/75580",authors:[{id:"238985",title:"Dr.",name:"Adam S.",surname:"Kennedy",slug:"adam-s.-kennedy",fullName:"Adam S. Kennedy"}],corrections:null},{id:"75669",title:"A Guide for Deconstructing Social Reproduction: Pedagogical Conocimientos within the Context of Teacher Education",doi:"10.5772/intechopen.96213",slug:"a-guide-for-deconstructing-social-reproduction-pedagogical-em-conocimientos-em-within-the-context-of",totalDownloads:236,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"As the mosaic of student demographics continue to change into the 21st century, teacher credential training programs must necessarily prepare educators to be culturally affirming and responsive to the equitable schooling of students. Through pedagogical conocimientos, educators-in-training may rely on self-reflexive methodologies, which facilitates the engagement of self and others in interaction, as they collectively retrieve family legacies, focusing on gathering histories on their family’s origins, language, religion, work, education, and migration. This prepares future teachers to unearth and examine internalized prejudices, traumas, and stereotypes, to thus counter and contest deficit thinking and distorted views of student populations, beginning with them. This chapter introduces pedagogical conocimientos, illustrating the praxis as it problematizes social reproduction in the context of schooling.",signatures:"Jesus Jaime-Diaz and Josie Méndez-Negrete",downloadPdfUrl:"/chapter/pdf-download/75669",previewPdfUrl:"/chapter/pdf-preview/75669",authors:[{id:"332166",title:"Dr.",name:"Jesus",surname:"Jaime-Diaz",slug:"jesus-jaime-diaz",fullName:"Jesus Jaime-Diaz"},{id:"343700",title:"Dr.",name:"Josie",surname:"Méndez-Negrete",slug:"josie-mendez-negrete",fullName:"Josie Méndez-Negrete"}],corrections:null},{id:"75591",title:"Quality Inclusion of Young Children with Disabilities: Taking a Stance to Support Early Childhood Leaders",doi:"10.5772/intechopen.96511",slug:"quality-inclusion-of-young-children-with-disabilities-taking-a-stance-to-support-early-childhood-lea",totalDownloads:295,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"In the educational lexicon, inclusion is not a term, rather a philosophy that values and advocates for every child’s right to quality education and learning to develop their skills and realize their full potentials. Research over the past 40 years has demonstrated that inclusive education is associated with improved outcomes for children and students with disabilities. In early childhood (EC) education, inclusive education is in the best interest of all young children to improve their sense of belonging and membership, positive social relationships and friendships, and learning goals. As more EC programs, schools, and educational settings move toward including children with disabilities in general education settings, a need exists to better prepare EC professionals, most importantly EC leaders as gatekeepers of quality to better enhance and facilitate inclusive instructional opportunities for children with disabilities. This chapter focuses on EC leaders’ role in developing, adopting, and supporting inclusive education with recommendations to implement and sustain quality inclusive education practices in EC programs and settings.",signatures:"Sara Movahedazarhouligh",downloadPdfUrl:"/chapter/pdf-download/75591",previewPdfUrl:"/chapter/pdf-preview/75591",authors:[{id:"333748",title:"Assistant Prof.",name:"Sara",surname:"Movahedazarhouligh",slug:"sara-movahedazarhouligh",fullName:"Sara Movahedazarhouligh"}],corrections:null},{id:"76541",title:"Linguistic Diversity and Comparability in Educational Assessment",doi:"10.5772/intechopen.97405",slug:"linguistic-diversity-and-comparability-in-educational-assessment",totalDownloads:347,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:1,abstract:"This chapter reports on recent mixed method research investigating the comparability between assessment in relation to linguistic and cultural diversity. It takes as its premise that assessment is an integral part of instruction that becomes a main component for attaining of equal opportunities. Therefore, assessment plays a key role in terms of the wider consequences at both individual and societal levels. One of the central functions of assessment is its measure of quality assurance and comparability for grading to such an extent that it is readily employed to indicate evidence of student achievement of standards and quality. This may sometimes present issues in terms of learner diversity. We focus on the challenges facing teaching in linguistically diverse learning settings in which a foreign language may be used as an alternative to instruction. Here we draw on a recent study from two separate multilingual learning contexts in Sweden. We shed light on the generic questions arising from such disjuncture in these linguistically diverse educational sites as evidence on a call for much needed scholarly attention on the quality aspect in assessment.",signatures:"Helena Reierstam and Meeri Hellstén",downloadPdfUrl:"/chapter/pdf-download/76541",previewPdfUrl:"/chapter/pdf-preview/76541",authors:[{id:"335455",title:"Ph.D.",name:"Helena",surname:"Reierstam",slug:"helena-reierstam",fullName:"Helena Reierstam"},{id:"335829",title:"Prof.",name:"Meeri",surname:"Hellstén",slug:"meeri-hellsten",fullName:"Meeri Hellstén"}],corrections:null},{id:"75325",title:"Preparing Practice-Based Researchers for Diverse Classrooms: A Pathway for Teacher Education",doi:"10.5772/intechopen.96398",slug:"preparing-practice-based-researchers-for-diverse-classrooms-a-pathway-for-teacher-education",totalDownloads:293,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Twenty-first century educators are faced with new dilemmas, as well as new opportunities. In response to the increasing racial, cultural, and linguistic diversity of students, some school districts and states have implemented policies mandating particular curriculum. However, evidence increasingly shows that teachers who are effective in diverse classrooms are adaptive and responsive rather than strictly adhering to scripted curriculum. One proposed solution is preparation to conduct practice-based research as part of teaching. Practice-based research is a method of studying ones’ own teaching that draws on action research, design-development research, and transformative research. As a method through which teachers define questions, explore solutions, and share successes in professional communities, practice-based research holds tremendous potential to support teachers in diverse classrooms as they work to teach in culturally sustaining ways despite external pressures. This chapter begins with the history of action research and the tradition of teachers conducting research on their practice. Then, examples of practice-based research in literacy teacher education settings from a review of the research literature are provided to demonstrate the challenges, opportunities, and design features for this work. The chapter concludes with recommendations for teacher education policies, for teacher educators, and for practice.",signatures:"Catherine Lammert",downloadPdfUrl:"/chapter/pdf-download/75325",previewPdfUrl:"/chapter/pdf-preview/75325",authors:[{id:"333192",title:"Dr.",name:"Catherine",surname:"Lammert",slug:"catherine-lammert",fullName:"Catherine Lammert"}],corrections:null}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},subseries:null,tags:null},relatedBooks:[{type:"book",id:"6674",title:"Contemporary Pedagogies in Teacher Education and Development",subtitle:null,isOpenForSubmission:!1,hash:"33d1ab42e6304ea91a1ee326da9b4101",slug:"contemporary-pedagogies-in-teacher-education-and-development",bookSignature:"Yehudith Weinberger and Zipora Libman",coverURL:"https://cdn.intechopen.com/books/images_new/6674.jpg",editedByType:"Edited 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Advanced circuit technologies are extremely powerful and developed rapidly. They change industry. They change lives. And we know they can change the world. The exhibition on these new and exciting topics will benefit readers in related fields.",isbn:"978-1-78923-207-3",printIsbn:"978-1-78923-206-6",pdfIsbn:"978-1-83881-420-5",doi:"10.5772/intechopen.69787",price:119,priceEur:129,priceUsd:155,slug:"advanced-electronic-circuits-principles-architectures-and-applications-on-emerging-technologies",numberOfPages:194,isOpenForSubmission:!1,isSalesforceBook:!1,isNomenclature:!1,hash:"c5a1bb3da69158c572f9983972ae97d0",bookSignature:"Mingbo Niu",publishedDate:"June 13th 2018",coverURL:"https://cdn.intechopen.com/books/images_new/6348.jpg",keywords:null,numberOfDownloads:12878,numberOfWosCitations:8,numberOfCrossrefCitations:11,numberOfDimensionsCitations:15,numberOfTotalCitations:34,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"May 22nd 2017",dateEndSecondStepPublish:"June 12th 2017",dateEndThirdStepPublish:"September 8th 2017",dateEndFourthStepPublish:"December 7th 2017",dateEndFifthStepPublish:"February 5th 2018",dateConfirmationOfParticipation:null,remainingDaysToSecondStep:"5 years",secondStepPassed:!0,areRegistrationsClosed:!0,currentStepOfPublishingProcess:5,editedByType:"Edited by",kuFlag:!1,biosketch:null,coeditorOneBiosketch:null,coeditorTwoBiosketch:null,coeditorThreeBiosketch:null,coeditorFourBiosketch:null,coeditorFiveBiosketch:null,editors:[{id:"141595",title:"Dr.",name:"Mingbo",middleName:null,surname:"Niu",slug:"mingbo-niu",fullName:"Mingbo Niu",profilePictureURL:"https://mts.intechopen.com/storage/users/141595/images/system/141595.jpg",biography:"Mingbo Niu received a B. Eng. degree in Electronic Engineering from Northwestern Polytechnical University in China, and an M. Sc. (Eng.) degree (first-class) major in Communication and Information Systems from the same university. Prior to his Ph.D., he worked at a National Key Laboratory on Information and Signal Processing. He received his Ph.D. degree in Electrical and Computer Engineering from the University of British Columbia, Canada in 2013. From 2008 to 2012, he was a Research Assistant at Optical Wireless Communications Laboratory and Integrated Optics Laboratory where he contributed to the development of ultra-high speed optical data transmission links. Dr. Niu held a postdoctoral fellowship at Queen’s University from 2013 to 2015. He also worked for Defence Research and Development Canada (DRDC) at Calian Tech. Ltd where he contributed to statistical evaluation models of MIMO compressive sensing projects. He is now a Professor of Electrical Engineering at Okanagan College, Canada. Dr. Niu has co-authored more than 20 IEEE and OSA papers and supervised a number of students’ projects. Currently, he serves as a Lead Guest Editor for the journal Wireless Communications and Mobile Computing (IF: 1.899) and an Editor for InTech book projects on \\Advanced Analog/Digital Circuits\\. Dr. Niu was the recipient of numerous scholarships during his undergraduate and graduate studies, which included a Chinese Government Award, two University of British Columbia University Graduate Fellowships (UGFs), and a HuaWei Tech. Ltd Special Fellowship. His current research and teaching interests include digital communications, microcontrollers, MIMO, DSP, energy harvesting, electronic circuit theory, and ICs for data communication networks. Dr. Niu is a licensed Professional Engineer in British Columbia.",institutionString:"Chang'an University",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"1",totalChapterViews:"0",totalEditedBooks:"1",institution:{name:"Chang'an University",institutionURL:null,country:{name:"China"}}}],coeditorOne:null,coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"739",title:"Electronic Circuits",slug:"electrical-and-electronic-engineering-electronic-circuits"}],chapters:[{id:"58662",title:"Self-Oscillatory DC-DC Converter Circuits for Energy Harvesting in Extreme Environments",slug:"self-oscillatory-dc-dc-converter-circuits-for-energy-harvesting-in-extreme-environments",totalDownloads:1182,totalCrossrefCites:0,authors:[{id:"175070",title:"Dr.",name:"Ming-Hung",surname:"Weng",slug:"ming-hung-weng",fullName:"Ming-Hung Weng"},{id:"215269",title:"Prof.",name:"Nick",surname:"Wright",slug:"nick-wright",fullName:"Nick Wright"},{id:"215271",title:"Dr.",name:"Alton",surname:"Horsfall",slug:"alton-horsfall",fullName:"Alton Horsfall"},{id:"222660",title:"Dr.",name:"Daniel",surname:"Brennan",slug:"daniel-brennan",fullName:"Daniel Brennan"}]},{id:"58795",title:"New Energy Harvesting Systems Based on New Materials",slug:"new-energy-harvesting-systems-based-on-new-materials",totalDownloads:1095,totalCrossrefCites:0,authors:[{id:"187612",title:"Dr.",name:"Lucian",surname:"Pîslaru-Dănescu",slug:"lucian-pislaru-danescu",fullName:"Lucian Pîslaru-Dănescu"},{id:"196151",title:"Dr.",name:"Laurentiu Constantin",surname:"Lipan",slug:"laurentiu-constantin-lipan",fullName:"Laurentiu Constantin Lipan"}]},{id:"58619",title:"Nanoarchitecture of Quantum-Dot Cellular Automata (QCA) Using Small Area for Digital Circuits",slug:"nanoarchitecture-of-quantum-dot-cellular-automata-qca-using-small-area-for-digital-circuits",totalDownloads:1615,totalCrossrefCites:6,authors:[{id:"218855",title:"Dr.",name:"Radhouane",surname:"Laajimi",slug:"radhouane-laajimi",fullName:"Radhouane Laajimi"}]},{id:"58442",title:"Millimeter-Wave Multi-Port Front-End Receivers: Design Considerations and Implementation",slug:"millimeter-wave-multi-port-front-end-receivers-design-considerations-and-implementation",totalDownloads:1504,totalCrossrefCites:2,authors:[{id:"34160",title:"Prof.",name:"Serioja O.",surname:"Tatu",slug:"serioja-o.-tatu",fullName:"Serioja O. 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The industrial use of furan derivatives in polymeric applications is increasing - for example, furfuryl alcohol and furfural are used as raw materials to make furan resin, which is applied as a binder in polymeric concrete for construction [1]. 5-Hydroxymethylfurfural is a bioderived precursor for making 2,5-furandicarboxylic acid, which is a raw material used to make polyesters that are projected to replace phthalate plasticizers and even PET [2]. Other polymeric applications of furan derivatives include copolymerization in phenol-formaldehyde system [3], melamine-formaldehyde [4] and in biomedical applications [5]. In addition, benzofuran type highly conjugated furan functional polyaromatics have been used in organic solar cells [6]. On an industrial scale, Furnova Polymers Ltd. sells several furan based polymeric materials for concrete, anticorrosion, composites and high temperature applications. Another potential application of furan derivatives is reversible crosslinking to generate polymers that can be used to bond substrates and which can be reworked or de-bonded by depolymerization at high temperatures caused by the retro Diels-Alder reaction. Incorporation of furan-maleimide based thermally reversible covalent crosslinks into polymers is known [7]. Upon heating above 80°C, the crosslinks dissociate and upon cooling the crosslinks reform. This property has been used in a number of applications such as in interpenetrating networks [8], remendability [9] and self-healing [10]. Adhesives are widely used to bond substrates in a number of consumer and industrial applications [11]. Crosslinked adhesives provide the highest bond strength and durability but have a negative environmental impact, since permanent adhesion prevents easy separation at their end-of-life which does not facilitate the re-use or recycling of materials. With increasingly stringent requirements for meeting fuel economy and recycling targets, the automotive and electronic industry has a strong need for debondable/reworkable adhesives that enable efficient repositioning in defective assemblies or end-of-life cycle recycling. Adhesives have also been used to replace metal fasteners to make the assembly lighter and thus help meet the fuel economy target. There have been several reports on the use of maleimide-furan Diels-Alder networks for reversible adhesives that include epoxy [12], polyacrylates [13] and polyurethanes [14]. However, in these reports, a low molecular weight monomeric maleimide compound such as
Traditional hot melt adhesives based on, for example, polyolefins or polyamides are thermoplastic polymers which melt upon heating so that they can be applied to a substrate in a fluid state when hot. The cohesive strength of these adhesives is derived primarily from intermolecular physical forces which are formed upon cooling the adhesive. Polyurethane RHM adhesives are also applied in molten form and initial (green) strength is provided on cooling into a solid state. However, these adhesives are reactive (made from isocyanate functional prepolymers) which cure by moisture over time at ambient temperature resulting in adhesives with improved performance, such as adhesion strength, heat resistance, toughness and chemical resistance [15] when compared to thermoplastic hotmelts. The isocyanate prepolymers are typically made by reacting excess diisocyanates such as 4,4′-methylenebisphenyl diisocyanate (MDI) with polyols. Practical use of this chemistry (lower viscosity at hotmelt application temperature) requires that a NCO/OH ratio in the range 1.5 to 2.3 should be used for the synthesis of isocyanate prepolymers. The resulting compositions usually contain residual diisocyanates such as MDI, which are respiratory and skin sensitizers. Despite the successful development of moisture curable RHM, the technology has some limitations. For example, RHMs must be stored in the absence of moisture to prevent premature curing and require specialized application equipment for processing to keep moisture out. The cure rates of RHM’s can also vary depending on atmospheric humidity level, moisture content of the substrates, bond line thickness and moisture vapor transmission rate of the adhesive [16]. The compositions cure irreversibly and such adhesives cannot be used in applications where features such as repositionability, reworkability or recyclability are desired. There remains a need for improvement in RHM technology. Here we report on a new thermally reversible RHM that undergoes cross-linking at room temperature after application from the melt by copolymerization of polyfunctional furans and maleimides. Poly(ester urethane)-based prepolymers with maleimide end groups are developed and combined with the polyfunctional furans to provide thermally reversible polyurethane RHM’s that are isocyanate-free and exhibit a range of physical properties similar to conventional polyurethane based RHMs. The new adhesives can be bonded, de-bonded and re-bonded multiple times without a significant change in performance.
The thermally reversible RHM concept is schematically represented in Figure 1 involving the dynamic equilibrium of Diels-Alder networks based on the combination of a polyfunctional furan crosslinker (indicated in blue color) and a maleimide prepolymer (indicated in red color). In the hotmelt state at higher temperatures (left hand side), network dissociation is favored - the Diels-Alder equilibrium is shifted toward free furan and maleimide functional prepolymers that provides the molten state. The fluid adhesive is then applied to substrates and after cooling, the prepolymers form crosslinked adhesive at ambient temperature via the [4 + 2] cycloaddition reaction between furan and maleimide functional groups (right hand side).
Thermally reversible reactive hotmelt concept. For clarity, furan and maleimide functional reacting prepolymers are indicated in blue and red colors, respectively (see text for description).
Reactive PUR hot melts are desirable due to their ease of application (involving low melt viscosity), high initial green (uncured) strength, curing at ambient temperature and versatile cured adhesion/durability. For initial investigations into the suitability of this concept, a variety of polyfunctional furans and maleimides were made in order to critically determine if they could behave like PUR hotmelts currently in use, i.e. (a) be applied as a fluid hotmelt at moderate temperatures, (b) crosslink at ambient temperature over a reasonable time period and (c) provide suitable cured bond strengths. To this end, a number of polyfunctional furans and maleimides were made, formulated into reactive hot melts and compared to a reference commercially available PUR adhesive. Polyfunctional furans F-1, F-2, F-3, F-4, F-5 & F-6 comprising ester and urethane linkages were made (Figure 2). F-2, F-3, F-4 and F-5 were made by simple addition of bio renewable furfuryl alcohol to the corresponding commercially available isocyanates. To mimic polyurethane like properties, F-6 possessing a PU backbone was made by initially reacting polyester or polyether polyols with MDI followed by bulk addition of furfuryl alcohol in the same pot. Trifunctional furan F-1 was synthesized by reacting 1,3,5-benzenetricarbonyl chloride with furfuryl alcohol in the presence of triethylamine as base in a solvent [17]. When the isocyanate starting material are liquids, a bulk process can be used to make the corresponding polyfunctional furans. For example, F-2, F-5 and F-6 were made in the bulk without the use of solvents simply by slow addition of furfuryl alcohol to the corresponding isocyanates. The polyfunctional isocyanate starting material used for F-3 synthesis is commercially supplied in 25% butyl acetate solvent and it was used as supplied. Several batches of polyfunctional furans were made at multi-Kg scale to demonstrate the industrial scalability of the process [18].
Polyfunctional furan resins used in the study.
Several bismaleimide resins (BMI) were also investigated as components in the study (Figure 3). M-1 is a liquid BMI supplied by Henkel Corporation and it has a flexible 36-carbon dimer diol backbone (represented as C36). Two maleimide prepolymers M-2 & M-3, possessing poly(ester urethane) backbones were also used (discussed in detail in the later part of this chapter). Both the resins M-2 and M-3 were made in a bulk process by first reacting corresponding polyester polyols with excess MDI and subsequently capping the isocyanate terminated polyurethane prepolymers with 2-hydroxyethylmaleimide in a 2-step, one-pot process similar to the process used for the synthesis of F-6 [18]. The polyester polyols used for M-2 and M-3 (Dynacoll 7360 and 7231, respectively - obtained from Evonik) are used in typical moisture cured RHM formulations. Since excess diisocyanate is used in step 1 (1:2 stoichiometry of diol to diisocyanate used, some chain extension observed), a minor reaction product arising from the reaction of residual MDI remaining from step 1 with 2-hydroxyethylmaleimide was also observed. However, these adducts are nonvolatile as a consequence of their higher molecular weight and polarity (urethane & maleimide functionalities) as compared to MDI itself. Due to the presence of polyfunctional furans in the melt, they will be incorporated into the crosslinked Diels-Alder network. This is in stark contrast to conventional moisture cured RHM’s based on isocyanate prepolymers, where the toxicity arises primarily from the volatility of residual MDI (at hotmelt application temperature) and potential hydrolysis to the corresponding aromatic amine. Prepolymers M-2 & M-3 possess semicrystalline and amorphous polyester backbones, respectively, and were used to investigate their impact on properties. A commercially available rigid aromatic bismaleimide M-4 (Daiwakasei industry) was also investigated as an additive in formulations to study its effect on properties. Several other polyfunctional maleimides were also made by simple addition of 2-hydroxyethylmaleimide to polyfunctional isocyanates by a process similar to that used for the synthesis of polyfunctional furans described in Figure 2. However, initial formulation work by blending these polyfunctional maleimides with furan prepolymers F-6 (possessing PU backbone) did not show much promise likely as a result of compatibility issues between highly polar polyfunctional maleimides and F-6. Hence, this approach was not pursued further.
Bismaleimide (BMI) resins used in the investigation.
Our initial formulation work focused on the feasibility of achieving room temperature cure and identifying structural features that contributed to bond strength at room temperature and 80°C. The components of formulas DA-1 to DA-7 shown in Table 1 were mixed in the melt (typically at 120–150°C) until they became completely homogenous followed by coating on Beechwood substrate (250 μm coating thickness, see Table 1) and subsequent bonding.
Formula | F-1 | F-2 | F-3 | F-4 | F-5 | M-1 | M-2 | M-3 | M-4 | Lap sheara | Lap shearb |
---|---|---|---|---|---|---|---|---|---|---|---|
DA-1 | 24.4 | 75.6 | 5.4 | 0.8 | |||||||
DA-2 | 36.8 | 63.2 | 5.8 | 0.7 | |||||||
DA-3 | 49.2 | 50.8 | 2.0 | 1.8 | |||||||
DA-4 | 17.5 | 25 | 57.5 | 5.0 | 0.9 | ||||||
DA-5 | 32 | 68 | 3.1 | 1.5 | |||||||
DA-6 | 27 | 63 | 10 | 3.3 | 1.8 | ||||||
DA-7 | 14 | 25 | 51 | 10 | 5.6 | 0.7 | |||||
DA-8 | 44 | 56 | n.d. | n.d. | |||||||
Controlc (PUR) | 4.9 | 1.1 |
Diels-Alder formulations investigated in the study. The formulation components shown are in weight % (wt%).
Lap shear strength tested at ambient temperature [beechwood substrate, 25 × 25 mm bond overlap], unit MPa.
Lap shear strength tested at 80°C in air circulated oven [beechwood substrate, 25 × 25 mm bond overlap], unit MPa.
A commercial isocyanate prepolymer from Henkel corporation was used as a reference.
n.d. means not determined.
The lap shear samples were tested using a JJ Lloyd tensiometer, with a load cell of 10 kN & a crosshead speed of 100 mm.min−1.
The bonded substrates were allowed to cure at 23°C for 1 week at 50% relative humidity (RH) before testing for lap shear strength. As a control, a commercial isocyanate terminated polyurethane prepolymer (PUR) from Henkel Corporation was used. This control was bonded, cured at room temperature for 1 week and tested in the same way as the Diels-Alder based formulations.
Formula DA-1, which used a flexible BMI resin M-1 showed good curability at room temperature as evidenced by good lap shear strength development (DA-1 v PUR). Owing to the inherent thermal reversibility of the network, the lap shear strength at 80°C was slightly inferior to the control PUR. The addition of 10 wt% of rigid aromatic BMI M-4 improved the hot strength at 80°C (DA-6 vs. DA-1). However, the room temperature curability of DA-6 was negatively affected as evidenced by the lower lap shear strength. This is likely a result of a higher glass transition temperature (
SEC chromatogram comparison for M-1 (Mp = 1298 Da), F-5 (Mp = 1116 Da) and the corresponding linear Diels-Alder polymer DA-8 (Mp = 15294 Da). Mp refers to peak molecular weight. The chromatograms were run using Waters e2695 instrument comprising three Agilent Polypore 7.8*300 mm GPC columns using THF as mobile phase and Waters 2414 as a RI detector against polystyrene standards.
The cause of contrasting lap shear results obtained with formulations DA-2 and DA-3, which contain the same maleimide component M-1 but structurally different furans F-2 and F-3, respectively, was investigated by differential scanning calorimetry (DSC) studies. It should be noted that F-2 contains a flexible backbone while F-3 possesses a highly rigid cycloaliphatic backbone. Figure 5 shows DSC thermograms for neat F-2 and F-3, and the corresponding formulas DA-2 and DA-3, respectively. Polyfunctional furan F-2 appears to be completely compatible in the DA-2 formulation with only a
DSC thermograms (TA instruments Discovery DSC 25) of F-2, DA-2, F-3 and DA-3. Reproduced from [
Since the Diels-Alder network formation does not require moisture for curing, in principle the cure rate is independent of moisture availability. Figure 6 shows comparison of cured films of DA-1 and the moisture cured PUR control. The DA-1 cured film appears clean without bubbles (Figure 6, left image). In contrast, the moisture curing PUR control shows significant bubble generation arising from CO2 evolution during moisture cure (right image). If CO2 cannot diffuse out of the bond line during application, the pressure generated can cause substrate deformation, especially when non-porous substrates are bonded together, such as plastics and metals.
Appearance of cured films of DA-1 (left) and moisture cured PUR control (right).
Overall, these preliminary results indicate that a combination of both soft and rigid backbones are required in the prepolymers to obtain a balance of adhesion strength at room temperature and 80°C. The effect of
In real world applications, RHM adhesives are held at the desired application temperature (e.g. in the range 120–150°C) for a number of hours until all the substrates are coated and bonded in the production line. This requires good thermal stability up to several hours in the open air. To investigate the stability of the Diels-Alder RHM system, DA-4 (which is compositionally closest to PUR) was held at a specified melt temperature and the viscosity was measured as a function of time using a Brookfield viscometer (Figure 7). The initial melt viscosity is in the range 7,000–17,000 mPa.s at 135°C and 150°C, similar to the melt viscosity of PUR products which provide good substrate wetting. The DA-4 formula also shows good thermal stability at 135°C and 150°C up to about 6 hours. It should be noted that the viscosity profile of the DA-4 at these temperatures is very similar to the moisture cure PUR benchmark. To test the limit of thermal stability, DA-4 was also held at 180°C for several hours. However, significant viscosity increase was observed likely arising from homopolymerization of the free maleimide component. It should be noted that this is not a typical temperature used for reactive hotmelts in current industrial applications since the NCO prepolymers would be highly unstable at these temperatures as trimerization of isocyanate functionality is possible.
Melt viscosity of DA-4 at different application temperatures as a function of time (run using Brookfield Viscometer model RVDV-1 with a Model 74R temperature controller and Thermosel unit using spindle no. 27). Reproduced from [
An important processing property requirement of RHM adhesives is green strength, which is the initial bond strength soon after the adhesive is applied from the melt and before moisture curing takes place. Liquid NCO prepolymers applied at ambient temperature have very little green strength as there is little cohesion to keep substrates apart, and substrates need to be clamped together before sufficient strength is built up. However, reactive PUR hot melts have the advantage that the green strength is relatively high and additional steps are not required to hold substrates together before curing takes place. This results from non-covalent interactions providing physical strength on cooling, provided by hydrogen bonding and crystallization. DA-1 and DA-6 (similar formulas but DA-6 with 10% additive) were evaluated for green strength in comparison to the PUR reference by rheological analysis. Experiments were performed with rapid cooling where adhesive compositions were positioned between parallel plates cooled from application temperature to 40°C at a cooling rate of 60°C per minute in nitrogen atmosphere, and then held for 20 minutes to evaluate the storage modulus (elastic component) as a function of time. Figure 8 shows that DA-1 (comprising a very flexible aliphatic backbone) has a lower modulus than the PUR reference. However, this can be tuned since DA-6 (similar to DA-1 but with 10% additive) provides higher green strength than the reference as a consequence of the incorporation of a rigid, aromatic backbone. These results indicate that the green strength of Diels-Alder based RHM systems can be tuned by the appropriate choice of prepolymer composition.
Green strength development comparison of DA-1 (red), DA-6 (green) with PUR control (blue). Test performed on ARES-M rheometer (TA instruments) using dynamic oscillatory test method in which 10 rad/s oscillating frequency was used with 1% strain and the data recorded at 11 second intervals.
FT IR spectroscopy was used to investigate the ambient temperature conversion of the DA-1 composition after deposition from the melt by monitoring the characteristic maleimide absorption at 696 cm−1 (Figure 9). In the cured film (top IR trace indicated in black color), the 696 cm−1 band is not visible. After heating the film at 150°C for 1 h and immediately cooling, this band is prominent initially but decreases in intensity as the crosslinking progresses. The decrease is rapid in the first two days after deposition followed by a slower change in the next several days. The band is barely visible after 10 days of storage at room temperature.
IR spectra of DA-1 cured network over the range 600–1000 cm−1 before heating (top) and over time at ambient temperature after deposition from the melt. IR measurements were recorded using a PerkinElmer FT-Infra-red spectrometer equipped with a UATR Two accessory. Reproduced from [
In a separate experiment, the composition DA-1 was applied from the bulk between two Beechwood substrates (25 × 25 mm bond overlap) and bond strength development was compared over time at room temperature and at 60°C (Figure 10). At room temperature, the bond strength increases substantially over a period of 48 hours before tending to a plateau. This is consistent with the decrease of the maleimide absorption peak at 696 cm−1 as Diels-Alder cycloaddition progresses as shown in Figure 9. It is interesting to note that substrate failure begins to occur at a bond strength of about 4 MPa and that this is reached in approximately 24 hours at room temperature. In comparison, the strength development at 60°C is more rapid and reaches 4 MPa in approximately 2 hours.
Comparison of lap shear strength development on Beechwood substrate for DA-1 formulation at room temperature (RT) and 60°C as a function of time.
For isocyanate terminated PUR moisture cure adhesives, the mechanical performance is determined by a combination of covalent crosslinking formed by moisture curing (including urea formation), H-bonding of urethane groups and crystallinity from polyester segments present in the prepolymer backbone. The urethane and urea groups contribute to the flexibility & elongation of the cured network while the crystallinity of the polyester segment causes further reinforcement of modulus and stiffness. The results discussed previously demonstrated that the lap shear strength, room temperature curability and mechanical properties can be tuned by proper choice of polyfunctional furans possessing rigid or flexible backbones. However, to achieve properties similar to moisture cured PUR, the use of polyurethane backbones with reinforcing crystalline segments is necessary. We sought to achieve this initially by making furan functional PU prepolymers F-6 possessing semicrystalline polyester segments and blending them with polyfunctional maleimides obtained by the addition of 2-hydroxyethylmaleimide with polyfunctional isocyanates. However, our initial results did not show promise likely as a result of compatibility issues. As an alternative approach, maleimide terminated PU prepolymers M-2 & M-3 possessing poly(ester urethane) backbones were made (Figure 3) in a one-pot bulk process and formulated with polyfunctional furans. The synthetic process is very similar to that utilized for the synthesis of isocyanate terminated PUR prepolymers except that an additional solvent-free process was used to react the terminal isocyanate groups with 2-hydroxyethylmaleimide in the same-pot [18]. The prepolymers were scaled up to several Kgs with reproducible performance (discussed in the next section) to demonstrate the industrial scalability of the process. A blend of M-2 comprising a semi-crystalline backbone and M-3 with amorphous polyester segment was used to achieve a balance of room temperature and 80°C lap shear strength. Such combinations of semi-crystalline and amorphous polyester polyol segments are also used in moisture cured PUR products to provide the necessary balance of properties suitable for applications.
The DSC thermogram for the cured DA-4 network shows a
DSC thermogram for DA-4 and comparison with M-2, DA-1 and DA-2 (TA instruments Discovery DSC 25). Reproduced from [
The conversion in the Diels-Alder polymerization of DA-1, DA-2 and DA-4 formulas was investigated after deposition from the melt by monitoring the characteristic absorption at 696 cm−1 for the maleimide functionality. Figure 12 shows the relative intensities of this band as a function of time. The initial absorption intensities correspond well to the relative concentration of the maleimide functionality in the 3 formulas (DA-1 > DA-2 > DA-4). In spite of the significant difference in reactive functional group density, prepolymer molecular weight and backbone, all the three formulas showed a similar reactivity tendency in the first 48 hours. There was fast reduction in the first 48 hours, followed by slower decrease, before reaching a plateau at 7 days. A closer look at the relative absorption after 7 days however showed some difference in conversion. DA-4 with the lowest
IR absorbance comparison of maleimide absorption at 696 cm−
The bond strengths of DA-1 & DA-4 were compared to the control PUR system on three different types of material substrates – wood, plastic and metal (Figure 13). For bonding Beechwood substrates at ambient temperature, the lap shear strengths of both Diels-Alder networks were similar to the reference PUR. However, at 80°C the bonding performance was slightly better for the irreversible PUR system (Figure 13A). The bond strength of DA-4 on polycarbonate (PC) was slightly superior to the reference PUR at ambient temperature (Figure 13B). On aluminum substrate in particular, the bond strength was exceptional for the Diels-Alder formula. These results demonstrate the versatile adhesion performance of the Diels-Alder based networks using different substrates and surface chemistry.
(A) Lap shear strength comparison of DA-1, DA-4 and control PUR at ambient temperature and 80
The mechanical properties of thermally reversible DA-1 and DA-4 were compared to the moisture cured PUR benchmark. As a result of higher crosslink density obtained from low molecular weight prepolymers, DA-1 exhibits the highest break stress and lowest elongation (Table 2). Due to the higher molecular weight backbones used in M-2 and M-3 prepolymers, DA-4 has a lower crosslink density. This results in stress–strain and elongation properties similar to PUR benchmark. It should be noted that DA-4 and the reference PUR both comprise semi-crystalline polyester segments at a similar overall concentration.
Formula | Modulusa | Break Stressa (MPa) | Elongation at breaka (%) | Creep failure temperatureb (°C) |
---|---|---|---|---|
DA-1 | 70 | 10.5 | 140 | 90 |
DA-4 | 124 | 7.7 | 480 | 80 |
Control PUR | 93 | 5.4 | 735 | >110 |
Mechanical properties of films and creep resistance measurements for DA-1 and DA-4 compared to PUR control.
Determined by tensiometric analysis (100 N load cell, 100 mm.min−1).
Determined by vertical creep measurements (25 × 25 mm bond overlap, 1 Kg static load.
The mechanical properties of DA-1, DA-2 and DA-4 Diels-Alder networks were evaluated by DMTA using 250 μm cured films (Figure 14). The 3 networks have high stiffness below their respective
(A) Storage modulus vs. temperature of DA-1, DA-2 and DA-4. (B) Tan
Comparison of crosslink densities of the Diels-Alder networks shows a correlation between crosslink density and the rapid decrease in storage modulus (
A further important property of RHM adhesives is their creep behavior at higher temperature under static load. The creep resistance of reversible DA-1 and DA-4 was compared with the irreversible moisture cure PUR control up to 110°C (Table 2). This upper temperature limit was chosen based on tan
For a truly sustainable adhesive, its material properties and adhesion should not change significantly after multiple reprocessing and re-use cycles. In several industrial applications (including assembly of components in the automotive industry) the bonded substrates need to be repositioned if a defect is found or recycled at the end of their life. This requires that the adhesive shows similar performance when subjected to multiple bond, de-bond, re-bond cycles. The repeatability of lap shear adhesion of DA-1 and DA-4 formulas over multiple cycles was tested using adhesive films cured between aluminum joints. Initial bonds were formed using a film adhesive that was heated to the hotmelt dissociated state to wet the substrates and then cured for 7 days at ambient temperature before bond strength measurement. For the 2nd, 3rd and 4th re-use, the same joints were broken after the lap shear test and reassembled using the residual adhesive on the surface by heating and re-bonding of the broken joints. The adhesion data over multiple cycles is shown in Figure 15. Both DA-1 and DA-4 are relatively robust in performance after multiple bond, de-bond, re-bond cycles. The bond strength of the DA-1 system is unchanged after 4 re-use cycles while DA-4 shows a small decrease in strength (Figure 15). This is a significant result despite the likelihood that some adhesive could be lost or migrate out of the bond line during multiple heating, re-bonding and lap shear testing.
Bond strengths of DA-1 and DA-4 over several cycles of bonding, de-bonding and re-bonding using the same aluminum substrate. Reproduced from [
As an extension of the RHM study, an initial investigation was performed on Diels-Alder based systems that give cured networks with a lower modulus at ambient temperature, approaching the pressure sensitive adhesive (PSA) region (104 to 105 Pa). This study required the synthesis of higher molecular weight maleimide prepolymer M-5 comprising an amorphous polyester segment with a lower
Prepolymers used for the development of soft Diels-Alder cured networks.
The cured network DA-9 comprising F-2 and M-5 showed high elongation and a low modulus. DA-10 comprising F-7 and M-5 showed even lower modulus and similar elongation properties (Table 3). Figure 17 shows that melt viscosity remains relatively low for these types of formulation and that thermal stability is good over several hours at 135°C. While these amorphous networks with relatively low crosslink density are not expected to have the same level of creep resistance as the networks DA-1 and DA-4 required for RHM applications, they may be sufficient for PSAs. In conventional solvent borne PSA technology, permanent crosslinking is typically achieved by the use of low level of metal chelates, which upon evaporation of the solvent bind with pendant hydroxyl or carboxylic functionality from the polymer backbone and provide crosslinks [21]. The degree of crosslinking is controlled by the amount of metal chelate used in the formulations. The crosslinking mediated by the Diels-Alder reaction could potentially be an effective metal-free substitute for new PSA development especially as a hotmelt PSA. In hotmelt PSA’s, the adhesive is applied from the melt to substrates (no solvent used unlike solvent borne PSA and environmentally friendly) and the adhesive after application to substrates requires a crosslinking mechanism (such as UV induced crosslinking) for sufficient shear adhesion strength. Since the depolymerization gives the melt state (and sufficiently low viscosity to wet the substrates), the Diels-Alder mediated room temperature crosslinking could be an effective alternative method to achieve crosslinking in hotmelt PSAs. More formulation work (for example with tackifiers) is needed to develop formulations that would meet the tack, peel and shear adhesion requirements.
Diels-Alder formulas used for the development of soft cured networks. The formulation components shown are in weight %.
Determined by tensiometric analysis (100 N load cell, 100 mm.min−1).
Melt viscosity stability of DA-9 and DA-10 formulas as a function of time at 135°C.
Polyester and polyurethane functional furans were reversibly copolymerized in the bulk with multifunctional maleimide prepolymers in a successful demonstration of a thermally reversible reactive hotmelt (RHM) adhesive concept that is isocyanate-free. At the hotmelt temperature, the adhesive remained in the prepolymeric dissociated state with a low melt viscosity, enabling facile application to substrates and bond formation. Upon cooling, ambient temperature cure took place mediated by the Diels-Alder cycloaddition reaction. The reversible Diels-Alder RHM adhesive showed good thermal stability at the hotmelt application temperature. The green strength obtained after immediate cooling was highly tunable by choice of the prepolymers used in the formulation. The cure rate observed with the reversible RHM adhesive was similar to the moisture cure PUR benchmark and the new RHM adhesive showed versatile adhesion on a range of substrates. Mechanical and tensile properties were tunable depending on the choice of backbone present on the prepolymers used. A strong correlation between crosslink density and creep performance was observed. Repeated bonding, de-bonding and re-bonding experiments demonstrated a similar level of performance over multiple cycles. The adhesive reversibility would enable recycling or repositioning of bonded components several times without significant deterioration in performance. Diels-Alder networks with lower crosslink density have also been developed, which could be adapted for hotmelt pressure sensitive adhesive applications. Several polyfunctional furans and maleimide prepolymers were synthesized in multi-Kg scale to demonstrate industrial scalability.
The authors wish to thank Donald E. Herr for useful discussion.
The authors declare no conflicts of interest.
Crude petroleum is one of the fundamental sources of energy in the world and plays an important role in economic growth and development of many economies. Because of the need for this product, the oil market is subjected to the market forces of demand and supply, which do lead to the fluctuation in the pricing. Hamilton [1], Blanchard and Gali [2], viewed, changes in the price of oil as an imperative source of economic fluctuations, in which the resultant effect led to global shock, capable of affecting many economic activities instantaneously. This shock is perceived generally to have a similar impact due to events like fall in growth rate, high unemployment rate, and high inflation rate, while the magnitude and the causes of the effect of these shocks may differ. For import-based economy, hike in the oil price will lead to shock in the economy, vice versa for the export-based economy [1, 3].
There are many established empirical analyses on the macroeconomic consequence of oil price shocks to net exporting countries, this is based on the dependency between oil price and the business cycle which can be explained through the impact of the oil price shocks on aggregate demand. Practitioners opined that an increase in oil price reduces aggregate supply since high energy prices mean that firms will purchase less energy. As a consequence, the productivity of any given volume of capital and labor will decline and leads to potential output loss. This invariably will lead to a decline in factors of production and real wages ([4, 5], p. 23; [6, 7]).
To expatiate further the influence of the oil price shocks on aggregate demand, Riaz et al. [5] submitted that oil is one of the basic inputs in manufacturing industries, any positive oil price shock increases the cost of manufacturing. As the cost of manufacturing rises the profit margins on investments fall will influence investors to postpone their irrevocable investments. Reductions in investment causes cuts in production level, consequently exports of the country are negatively affected and economy has to face adverse balance of trade. So also the effect permeates into households, oil price fluctuation induces the consumers to reschedule their expenditures on durable goods. This suggested that oil price shocks have serious concerns for all types of economies as aggregate demand is reduced from both consumption and investment sides. Increase in both oil prices and uncertainty in oil prices is detrimental for the economy (p. 24).
The negative effects of oil price shocks are more on the net-exporters of oil of the developing economies, the effect could be attributed to over-dependence on oil revenue, importation of basic necessity and susceptibility of their tradable lagging sectors to Dutch disease syndrome, the consequences of externalities, and economic pass-through (inflation) [8, 9, 10, 11, 12].
In the submissions of Abeng [8], opined that theoretically, an increase in oil price should reflect more revenue dividend for oil-exporting countries as it is expected to enhance foreign exchange earnings and build reserve in the short-run. Conversely, for net-importers of refined petroleum products for instance Nigeria with domestic regulation of oil prices (subsidies), oil price increase may not transform to the anticipated economic advantage, due to fiscal difficulties, restraining government’s ability to finance import in addition to meeting other international obligations (p.3). Nigerian has a deficit of ₦7114.49 and ₦8324.76 billion Naira for 2017 and 2018 periods for importation of non-oil products and spent about ₦2618.97 and ₦3833.82 billion on importation of refined petroleum product for the period of 2017 and 2018 [13]. These figures stress the vulnerability of the economy to the impulses of international oil price. The consequences may be unfavorable to economic growth arising from increased domestic production cost and decline in aggregate demand (p. 23).
In Ibrahim [14] remarks in studying the responses of non-oil productive sectors that is agriculture, manufacturing and service to shocks in change in oil price in Nigeria. In his submissions, the results obtained reveal that oil price impacted positively on aggregate output but negatively on agricultural, manufacturing and service sector suggesting that at the aggregate level, oil price is incline to increase aggregate output whereas an increase in oil price impacted negatively on the outputs of productive sectors as oil serves as an input factor in the production process of these sectors. This specifies that fluctuation in oil price creates uncertainty in the production capacity of the productive sectors and it also destabilizes the effectiveness of the government fiscal management of crude oil revenue.
Also Ayadi [15] posited that the forecast errors in industrial production are credited to volatility in real exchange rates and that changes in oil prices are only slightly important in influencing industrial production in Nigeria. Moreover, oil price changes affect real exchange rates, which, in turn, affect industrial production. He remarked that it should be noted that the indirect effect of oil prices on industrial production is not statistically significant. Therefore, the implication of the results presented in his paper is that an increase in oil prices does not cause an increase in industrial production in Nigeria.
According to [16, 17], the economy of Nigeria was affected by the decline in the revenue due to a fall in the price of crude oil alongside production. They cited that in about twenty months, the oil price has nosedived rapidly from as high as about one hundred and thirty dollars per barrel to as low as twenty-eight dollars and quantity also dropped from 2.15 Mbpd to 1.81 Mbpd in the earlier months of 2016, this resulted to a recession.
The crude petroleum industry is among the largest contributors to the economic growth, before the recession experienced by the country, in 2016 the growth rate shrank by −13.65%, a more substantial decline than that in 2015 of −5.45%. This reduced the oil sectors share of real GDP to 8.42% in 2016, compared to 9.61 per cent in 2015, (NBS, Q4 [18]). Aside from the contribution to the growth rate, the industry affects monetary variable and high unemployment rate [2]. According to Nweze and Edeme [19], as quoted by Adedokun [16], CBN [20] opined that on average, 75% of government revenues and on average 93% of foreign earnings from trade in goods and services, in the last ten years come from oil export, which informs part of the major sources used in financing the country’s imports.
Fluctuate in the price of natural resources is a term more related to the oil shocks because the majority of the problems encountered concerning recession is aggravated by a change in oil price. Hamilton [1], in his abstract, he opined that historical oil price shocks were principally caused by physical disruptions of supply, the price hike of 2007–2008 was caused by supply not meeting the excessive world demand. The consequences of recession are very similar with significant effects on consumption. According to Hamilton (1983) as cited by Sabiu [21], opined that ten out of eleven economic recessions were preceded by a sharp increase in oil prices in the United States.
Although, In a more recent development in the investigation of the causes of oil price shocks, many practitioners do not see supply as the sole cause of oil price shocks. The neo-monetarist, the likes of Bernanke et al. [22] sees oil and energy costs as insignificant relative to total production costs to account for the entire decline in output that, at least some events, has followed increases in the price of oil, they foresee that the monetary policy taken during spikes in the price of oil as the major contributing factors to the economic shocks.
Kilian [23] opined that historically, the decompositions of fluctuations in the real price of oil shows that oil price shocks have been driven mainly by a combination of global aggregate demand shocks and precautionary demand shocks, rather than oil supply shocks.
In furtherance to clear the air on the causes of oil price fluctuations, which was generally believed to have outgrown the traditional demand and supply factors, Humbatova and Hajiyev [24] made references, to the Er-Riad summit of 2007 where conclusions where reached on the oil market trend that, it is not related to OPEC decisions. They concluded that the current trend is due to financialisation factors, lack of production capacities in oil production, reduction in the world oil reserves, natural disasters, political events and processes.
The financialisation of oil market made oil a speculative commodity in the financial market contrary to the real commodity. This has been one among the major sources of oil price volatility [25, 26].
The exposure of the oil market to commodity market brought about the issue of speculation, that is investors’ expectations about future oil supply and demand. This breeds in the issue of inventory, either below or above the ground since oil can be stored. Others factors are the price of dollars, for net oil importers appreciation of dollar mean lower consumption of oil whereas the net exporters mean more revenue from the sales of oil, the reverse is the case when dollar price depreciate [26, 27].
The most recent factor in the front burner affecting fluctuation of oil price is the improvement of shale-oil technology (the shale revolution in the United States). The technological innovations that decreased the liquid fuel consumption and influenced the global energy markets to the point that many countries that are solely dependent on the oil resource plunged into economic crisis in 2016 due to falling in oil demand [26, 28]. Davig et al. [29] added that the fall in demand led to shifts in precautionary demand in the mid-2014 to mid-2015, this played a fundamental role in driving oil prices lower due to market glut and exacerbate the oil crisis to net exporters in 2016.
Fluctuation in the price of oil as a result of the aforesaid causes create the effect of uncertainty in the outputs of industries, not only to the manufacturing sector but also to the energy management sectors in process industries, that is oil and gas industries. According to Elder and Serletis [30] they posited that the theories of investment under uncertainty and real options predict that uncertainty about oil prices will tend to depress current investment. This uncertainty can be due to rise or fall in the oil prices.
Higher oil prices do come with a glade tidings for some industries. Apparently, they benefit oil and gas industries, but have both positive and negative multiplier effects to other components of an economy [31]. According to Hayes upstream firms face more hitches when oil prices fall since market forces is the determining factor at which oil is sold, and their costs of production are largely fixed. The higher the cost of production the higher the losses incurred by the producer. Downstream companies suffer a lesser consequences since they profit by purchasing crude oil and selling the refined products at a premium. Their earnings and profit margins always remain fairly stable even with fluctuating in oil prices. The submissions of Hayes is line with the suggestions of Jobert et al. [32] they posited that rise in the prices of oil are much desirable to the oil industries because they will make higher turnover, simultaneously, the rise in the oil prices correlate with waning outcomes for large capital expenditure projects for oil recovery. Large and capital-intensive drilling operations are hit harder in contrast to the smaller rigs, which can decide to shut down pending on when prices rise again.
Energy and the development of the shale oil is among the current drivers of US economy, new jobs opportunities has sprang up due to economy of scale (internal and external) for the Americans. Persistence, fall in oil price, could lead to folding up of operations for many onshore fracking wells that lack the working capital to continue drilling. Although the hydraulic fracturing is more expensive than typical drilling, so shale gas companies will be among the first hit if the cost of production prevail over profits [33].
According to Adesina [34], he made references to the local key oil and gas corporation having a rough time due to the fall in oil price in the recent time with prices lower than local production in Nigeria. The local oil firms are fighting hard to survive as Crude and remains at the $20, which means Nigeria’s crude is being sold at a loss, coupled with the fact that oil demand has plummeted to the lowest level in more than a generation.
While on the other side Deloitte [35] views was on the impact of the oil price collapse on company accounts, fall in oil price tends to increase risk of loss of assets. They opined that lower oil price forecasts mean lower future profits from an asset. These leads to reduction in the present value of the asset, and the asset values on balance sheets cannot be fully recovered, this results in write-off, and tendencies of knock-on effect connected to deferring taxes and holding company investment balances.
In Nigeria one of the major contributing factors for 2016 recession was fall in the price of oil coupled with decreased in quantity of production, the recession was accompanied by high inflation rate on basic commodities (cost-push) [16]. Monetary policy on inflation is always been informed by the general price level. Before the recession, the inflation rate was at a single digit of 8.0% and 9.55% per cent for 2014 and 2015 [36]. During the recession, the inflation rate was about 18.55% per cent that is in 2016 and as expected, the monetary authority introduced a tight monetary policy by raising the cost of borrowing, the interest rate was steady at 14% from July 2017 to the first quarter of 2018 against 2016 which was 200 points higher. This is against the backdrop of relative improvement in the global economy.
Saban et al. [37] Investigated the responses of monetary policy variables of select emerging markets to oil market shocks. Using conventional and Fourier Toda Yamamoto methods. In their findings, the oil prices are sensitive to structural shifts and, the causality approach with gradual/smooth shifts indicates oil price shocks influencing the currencies of Indonesia and South Africa, interest rates in Brazil and India, and inflation in South Africa and Turkey.
Also in the summaries of Santos and Chris [38], used Johansen (1992) co-integration approach and the Toda and Yamamoto [39] causality testing procedure. Applying Wald coefficient test, the nominal interest rates, and expected inflation co-move together, in the long run, there is a uni-directional causality from expected inflation to nominal interest rates as suggested by the Fisher hypothesis in the closed economy context. While in the open economy context, the result showed that the expected inflation and international variables do not contain information that predicts the nominal interest rate.
In the empirical findings of Mohammed and Jauhari [40], they employed asymmetric causality test based on Toda and Yamamoto [39] causality approach to further the causal relationship between exchange rate and inflation differentials in Brunei, Malaysia, and Singapore. The results show the existence of Granger causality running from positive cumulative exchange rate shocks to shocks in inflation differentials for Brunei and Malaysia. Also, the asymmetric causality for Singapore runs from both positive and negative cumulative domestic inflation shocks to positive and negative exchange rate shocks respectively.
Chibvalo et al. [41] in their submissions, they employed the Toda-Yamamoto approach to Granger causality to test for a causal relationship between inflation and trade openness in Zambia. They established a bi-directional causality between inflation and trade openness. Further, there exists a positive relationship between inflation and trade openness in Zambia.
This analysis aims at investigating the effect and the interrelations existing between the impact of oil price fluctuation on the monetary instrument (Exchange rate, Inflation, Interest rate). The data were sourced from the Central Bank of Nigeria (CBN), National Bureau of Statistics (NBS) and Nigeria National Petroleum Corporation (NNPC). The data cover a period of 1995–2018 and the data is monthly. All our variables are in local currency. Therefore we used oil price, the interbank exchange rate as a proxy for exchange rate data, while the prime lending rate was used as a proxy for data on the interest rate and we used consumer price index for all commodity as a proxy for inflation.
A Toda and Yamamoto model (1995) (TY-VAR) was adopted in estimating the Modified WALD Granger Non-causality test (MWALD), Forecast Error Variance Decomposition (FEVD) and Impulse Response Function (IRF).
According to Salisu [42], Sims [43] and Toda and Yamamoto (TY-VAR) [39], Vector auto-regressions (VARs) are one of the widely used classes of models in applied econometrics, used as tools both for prediction and for model building and evaluation. It success lied on its flexibility and ease of application when dealing with the analysis of multivariate time series.
Practitioners have recently shown that the conventional asymptotic theory does not apply to hypothesis testing in levels VAR’s if the variables are integrated or co-integrated [39, 43]. And one of the deficiencies of the VAR application is the inability to ascertain the a priori expectation of the variables whether the variables are integrated, co-integrated, or (trend) stationary. This necessitates pretesting(s) for a unit root(s) and co-integration in the economic time series, asarequisite for estimating the VAR model, and also when the intentions are prioritized towards the estimation of cointegration and vector error correction model [44].
Conversely, the powers of the unit and also simulation experiments of Johansen tests for co-integrating are very sensitive to the values of the nuisance parameters in finite samples and hence not very reliable for sample sizes that are typical for economic time series [39, 45, 46].
To alleviate these problems, Toda and Yamamoto [39] as quoted by Shakya [47], Giles [48] proposes the augmented VAR modeling, that is the modified Wald test statistic (MWALD), which is more superiority to the ordinary Granger - causality tests, the method is flexible and easy to apply, since one can test linear or nonlinear restrictions on the coefficients by estimating a levels VAR and applying the Wald criterion, paying little attention or circumventing the integration and cointegration properties of the time series data [42, 44]. However, the model is not a substitute for the conventional pre-testing in time series analysis, but as a complementary to the conventional VAR [49].
In estimating the MWALD test for Granger causality, it is prerequisite to determine the maximum possible order of the integration of the basic variables (dmax). Although, the variables could be a mixture of I (0), I (1), and I (2), in such condition, dmax = 2. The determination of the optimal lag length (k) is very important, to avoid overstating or understating the true value of lag, to evade biased estimates of accepting the null hypothesis when it should be rejected, vice versa. By identifying dmax and k, a level VAR model of order (k + dmax) is estimated and zero restrictions test is conducted on lagged coefficients of the regressors up to lag k. This process certifies that the Wald test statistics have an asymptotical chi-square (χ2) distribution whose critical values can be used to draw a valid inference and conclusion [39, 44].
The model used in this research work borrowed a leave from the Toda and Yamamoto model (1995) as iterated in the work of Saban et al. [37], their model was adopted in this paper, to finding the inter-relationship between oil price and monetary variables. While they consider Granger Non-causality and structural shift, in our model we considered Granger Non-causality test, and substitute structural shift with Impulse Response Function (IRFs) and Forecast Error Variance Decomposition (FEVD). The TY-VAR is given by:
Where
The analysis aims at establishing the interrelationship that exist among the variables; i.e. oil price (lnoilpr), and monetary policy variable i.e. exchange rate (lnexchr), interest rates (lnintr), and inflation (lncpi). The specification considers each variable expressed as independent in the model as a function of its lag and the lag of other variables in the model. Here the exogenous error terms
Where
Although, the Todo-Yamamoto model, the MWALD test was introduced for ease of estimation by circumventing the presence of unit roots pre-testing problem, nevertheless, there is the need to determine the maximum order of integration of the variables, which is necessary for estimation of The MWALD test for Granger causality by Toda and Yamamoto [39]. Therefore, we ran the test for the Augmented Dickey-Fuller (ADF) test, Phillips – Perron (PP) test and Kwiatkowski–Phillips–Schmidt–Shin (KPSS) unit root test, to ascertain the stationarity of the variables [45, 50, 51, 52, 53, 54].
From Tables 1 and 2, the unit-roots tests confirmed all our process to be considered integrated at the first difference and 1% level of significance using Augmented Dickey-Fuller (ADF) test and Phillips – Perron (PP).
Variable | ADF | |||||||
---|---|---|---|---|---|---|---|---|
Level | First Difference | |||||||
Constant | Prob. | Constant & Trend | Prob. | Constant | Prob. | Constant & Trend | Prob. | |
lnoilpr | −1.2206 | 0.6663 | −2.3779 | 0.3904 | −14.3220*** | 0.0000 | −14.3037*** | 0.0000 |
lnexchr | 0.3070 | 0.9784 | −1.5899 | 0.7949 | −11.6443*** | 0.0000 | −11.6786*** | 0.0000 |
lncpi | −1.4401 | 0.5626 | −5.3282*** | 0.0000 | −13.3181*** | 0.0000 | −13.3666*** | 0.0000 |
lnintr | −1.8216 | 0.3696 | −2.3214 | 0.4250 | −16.2688*** | 0.0000 | −16.2400*** | 0.0000 |
ADF stationarity tests.
Note: ***, ** and * denote significance at 1%, 5% and 10% respectively. ADF test the null hypothesis of ‘not stationary’ against the alternative of ‘stationary’. Source: E-views Version 9 software was used in the estimation.
Variable | PP | |||||||
---|---|---|---|---|---|---|---|---|
Level | First Difference | |||||||
Constant | Prob. | Constant & Trend | Prob. | Constant | Prob. | Constant & Trend | Prob. | |
lnoilpr | −1.2921 | −2.3897 | −14.3491*** | −14.3312*** | ||||
lnexchr | 1.0660 | −1.5040 | −9.8974*** | 0.0000 | −9.8872*** | 0.0000 | ||
lncpi | −1.7664 | 0.3968 | −5.5627*** | −13.2950*** | 0.0000 | −13.3455*** | 0.0000 | |
lnintr | −1.9316 | −2.4972 | −16.2641*** | 0.0000 | −16.2351*** | 0.0000 |
PP stationarity tests.
Note: Just like the ADF, the PP unit root test has the null hypothesis of ‘not stationary’ against the alternative, which is ‘stationary’. *, ** and *** indicate the level of significance at 10%, 5% and 1% respectively. Source: E-views Version 9 software was used in the estimation.
While Kwiatkowski, Phillips, Schmidt, and Shin (KPSS) in Table 3 is in contrast to ADF and PP which indicated that the variables are at levels. This corroborates with the work of Yakubu and Abdul Jalil in their test of stationarity. A quick check on the line graphs in Figure 1 indicated that all the variables are at first difference I(1). Therefore, we stick to ADF and PP, and agree that dmax = 1.
Variable | KPSS | |||||||
---|---|---|---|---|---|---|---|---|
Level | First Difference | |||||||
Constant | Prob. | Constant & Trend | Prob. | Constant | Prob. | Constant & Trend | Prob. | |
lnoilpr | 1.8432*** | 0.2905*** | 0.0615 | 0.0359 | ||||
lnexchr | 1.7493*** | 0.2035** | 0.1959 | 0.0771 | ||||
lncpi | 0.2299*** | 0.1406* | 0.2440 | 0.1035 | ||||
Intr | 0.9826*** | 0.1353* | 0.0457 | 0.0454 |
KPSS stationarity tests.
Note: In contrast to ADF and PP, KPSS unit root test has the null hypothesis of ‘stationarity’ against the alternative, ‘not stationary’. ***, ** and * represent 1%, 5% and 10% level of significance respectively. Source: E-views Version 9 software was used in the estimation.
Graphical representation of original series at I(1) for oil price (doilpr), exchange rate (dexcri), CPI (dcpi) and interest rate (dintr).
The Modified Wald (MWALD) Test for Granger Causality requires the determination of optimal lag which is presented in Table 4. By default, we use LR: sequentially modified LR test statistic, FPE: Final prediction error, AIC; Akaike information criterion, SBC: Schwarz information criterion and Hannan-Quinn information criterion to determine the optimal lag for the estimation of VAR system. The SC and HQ minimize its value at lag 2 while LR and FPE minimizes at lag 3. According to Liew [55], Asghar and Abid [56] Estimating the lag length of the autoregressive process for a time series is imperative in econometrics. The selection is done to minimize the chance of underestimation while at the same time maximizing the chance of recovering the true lag length. Another important aspect of the lag selection criteria is to overcome the structural break. Though, studies indicated that HQC is found to surpass the rest by correctly identifying the true lag length. In contrast, AIC and FPE are better choices for a smaller sample. In Table 4 out of the two criteria, we propose three lags (lag 3) as the optimal lag.
Endogenous variables: LNOILPR LNEXCHR LNCPI LNINTR | ||||||
---|---|---|---|---|---|---|
Lag | LogL | LR | FPE | AIC | SC | HQ |
0 | 1024.270 | NA | 8.68e-09 | −7.210389 | −7.158863 | −7.189729 |
1 | 3293.435 | 4458.148 | 1.05e-15 | −23.13382 | −22.87619 | −23.03052 |
2 | 3342.568 | 95.13951 | 8.35e-16 | −23.36797 | −22.90424* | −23.18203* |
3 | 3364.257 | 41.38540* | 8.02e-16* | −23.40817* | −22.73834 | −23.13959 |
4 | 3375.620 | 21.36093 | 8.29e-16 | −23.37540 | −22.49947 | −23.02418 |
5 | 3381.763 | 11.37514 | 8.89e-16 | −23.30575 | −22.22371 | −22.87189 |
VAR lag order selection criteria.
indicates lag order selected by the criterion. LR: sequential modified LR test statistic (each test at 5% level), FPE: Final prediction error, AIC: Akaike information criterion, SC: Schwarz information criterion and HQ: Hannan-Quinn information criterion. Source: E-views Version 9 software was used in the estimation.
The orthogonal impulse response are based on recursive causal ordering, if the ordering is reversed different sets of structural shocks will be identified, and this gives a different impulse response function (IRF) and forecast error variance decomposition (FEVD), except if the error terms contemporaneous correlations are low [57]. According to Lutkepohl [58] given a sample size of T, the determinant of the reordering of the variables is given by
The ordering of variables suggested by Sims (1981, 1980) as iterated in the work of Yakubu and Abdul Jalil [44], Duasa [46], is to start with the most exogenous variables in the system and ended by the most endogenous variable. Table 5 shows the residual correlation matrix result, the result shows that there is no instantaneous correlation between the variables because the variables are not significantly different from zero (at a 5% level of significance) [59]. This is based on the sample size in this analysis, we need at least a correlation of 31% that is above 5% level of significance to satisfy the call for reordering of the variables. Since there is no strong correlation among the variable we assumed the arrangement of our variables are in order.
LNOILPR | LNEXCHR | LNCPI | LNINTR | |
---|---|---|---|---|
LNOILPR | 1.000000 | |||
LNEXCHR | 0.156275 | 1.000000 | ||
LNCPI | 0.025236 | 0.038583 | 1.000000 | |
LNINTR | 0.052056 | 0.144681 | −0.057944 | 1.000000 |
Correlation matrix for TY-VAR.
Before the estimation of the Causality Test, Forecast Error Variance Decomposition (FEVD) and Impulse Response Functions (IRFs). The VAR residual serial correlation test is needed to verify the adequacy of the lag selection criterion used in the estimation of a chosen multivariate model, it is applied to test a set of restrictions on a model that is unrestricted, and it is based on the restricted maximum likelihood test (ML) [42, 60, 61]. From the TY-VAR estimated output for the residual serial correlation test in Table 6, the null hypothesis for the test is that there is no serial correlation. The result submits that there is no evidence of serial correlation. Which indicate the acceptance of the null hypothesis that the restriction (lags) place on the model is adequate.
Lags | LM-Stat | Prob |
---|---|---|
1 | 13.85744 | 0.6093 |
2 | 8.875657 | 0.9184 |
3 | 15.67327 | 0.4760 |
4 | 12.71378 | 0.6936 |
TY-VAR residual serial correlation LM tests.
Probs from chi-square with 16 df.
In the test for normality, to examine whether the residuals are normally distributed. We employed the null hypothesis H0: residuals are normally distributed. From Table 7 we rejected the null hypothesis of normality of residuals of each equation as well as all the equations combined at 5% level of significance since p-value of all the variables are zero. Hence, we concluded that residuals are not normally distributed [62].
Component | Jarque-Bera | df | Prob. |
---|---|---|---|
1 | 15.36714 | 2 | 0.0005 |
2 | 4572.449 | 2 | 0.0000 |
3 | 389.0131 | 2 | 0.0000 |
4 | 382.0722 | 2 | 0.0000 |
Joint | 5358.902 | 8 | 0.0000 |
Jarque-Bera normality test result.
df and Prob stands for the degree of freedom and probability
Although, the credibility of Iarque-Bera test of normality with application to VAR has been questioned specifically for an I(1). Jarque-Bera normality of the series does not guarantee normality of distributions, it only signifies normality of the first four moments of a distributions [58]. According to Lutz and Ufuk [63] in their remarks, they posited that Jarque-Bera test based on asymptotic critical values can be very unreliable. In their submissions, they gave the asymptotic critical values of 1–100% in their Monte Carlo analysis of VAR. They presented that the size distortions of the asymptotic test persevere even for sample sizes as large as 5000 observations.
From Table 8 we have the lnoilpr as the dependent variable, at 5% level of significance, we accept the null hypothesis that there is no causality between, the lnexchr, lncpi and lnintr on the dependent variable. Also, the combination of all the independent variables do not granger caused changes in the dependent variable. This indicates the exogeneity of oil price which is been determined by many factors that are exogenous to both net importers and exporters of oil, Nigerian inclusive. According to Humbatova and Hajiyev [24] posited that the determinants of oil price range from financial factors, lack of production capacities in oil production, the decline in the world oil reserves, natural disasters, political events and processes, and no one country has the monopoly of determining oil price.
Excluded | Chi-sq | df | Prob. |
---|---|---|---|
LNEXCHR | 0.297326 | 3 | 0.9605 |
LNCPI | 2.517571 | 3 | 0.4721 |
LNINTR | 2.072927 | 3 | 0.5574 |
All | 5.503884 | 9 | 0.7884 |
Granger causality test WALD test for Eq. (2) for the dependent variable: LNOILPR.
From Table 9 we have the lnexchr as the dependent variable, at 10% level of significance, we reject the null hypothesis that there is no causality between loilpr and lnexchr. The exchange rate plays a significant role in determining the oil price both to net exporters and net importers. Specifically, oil is priced in U.S. dollars. According to Farley [64] submissions, each decrease and increase in the dollar or the price of the commodity (oil) generates an instantaneous realignment between the US dollar and other currencies. These correlated is more significant in countries with significant oil reserves that depend largely on crude exports and they experience more economic damage than those with more diverse resources. In the presentations of Bützer [65], he established that oil Net exporters tend to respond against depreciation pressures by running down foreign exchange reserves, particularly after oil demand shocks, but also global demand shocks (which also decrease oil prices). This is sometimes supplemented by a nominal depreciation of exchange rates. These invariably indicate that oil demand shocks are a relevant factor for their exchange rates. While we accept the null hypothesis that there is no causality between, the lncpi and lnintr on the dependent variable. Also, the combination of all the independent variables do not Granger cause changes in the dependent variable.
Excluded | Chi-sq | df | Prob. |
---|---|---|---|
LNOILPR | 6.426225* | 3 | 0.0926 |
LNCPI | 2.889761 | 3 | 0.4089 |
LNINTR | 1.567570 | 3 | 0.6668 |
All | 11.29767 | 9 | 0.2559 |
Granger causality test WALD test for Eq. (3) for the dependent variable: LNEXCHR.
Also from Table 10 we have the lncpi as the dependent variable, at 10% level of significance, we reject the null hypothesis and accept the alternative hypothesis that there is causality from lnexchr and linintr to lncpi. Exchange rate plays a vital role in determining prices in Nigeria, as an economy that has some element of a Dutch disease syndrome, and relied heavily on importation of basic necessity, when we factor out oil exportation from the total export, the non-oil balance of trade approximately stood at negative 7114 billion for 2017 as stated in our introduction. Therefore, appreciation in the exchange rate can cause inflation (lncpi) (Katz, 1973). The interest rate is one of the instruments used by the monetary authority to regulate the economy either during inflation or deflationary periods, the interest rate affects the demand and allocation of the available loanable funds the level, and pattern of consumption and investment ([66] p. 15). Before 2016 recession in Nigeria, the inflation rate was at a single digit of 9.55% in 2015, during the recession, the inflation rate was at double-digit 18.55% in 2016 and the central bank introduced a tight monetary policy, by raising the interest rate steady at 14 per cent from July 2017 to the first quarter of 2018 against 2016 which is 200 points higher [36].
Excluded | Chi-sq | df | Prob. |
---|---|---|---|
LNOILPR | 1.151935 | 3 | 0.7646 |
LNEXCR | 6.824049* | 3 | 0.0777 |
LNINTR | 7.771454* | 3 | 0.0510 |
All | 14.75625** | 9 | 0.0979 |
Granger causality test WALD test for Eq. (4) for the dependent variable: LNCPI.
Also, the combination of all the independent variables (lnoilpr, lnexchr and lnintr) does Granger cause changes in the dependent variable lncpi at 5%, but lnexchr and lnintr are more pronounced in the causality. While we accept the null hypothesis that lnoilpr do not granger cause lncpi.
In Table 11 we have lnintr as the dependent variable, we reject the null hypothesis and accept the alternative hypothesis that at 5% levels of significance that there is a causality which is from lnoilpr and lnexchr to the endogenous variable lnintr, while there is no any causality with the log of lncpi on the dependent variable. Also, the combination of all the independent variables Granger cause changes in the dependent variable at a 5% level of significance. The relationship of lnoilpr and lnintr may not be exclusive but via the exchange rate, in the boom period the net exporter of oil has more dollars to expend, vice versa during deflationary periods, both periods has a direct link to economic growth. To avoid these inflationary or deflationary tendencies, the central bank may engage in the sterilization process through open market operation, by manipulating the short-term interest rate, that is by increasing interest rates to discourage borrowing during inflationary periods or decrease the interest rate to encourage borrowing during deflationary periods. The relation is said to be inverse and this shows how oil price and exchange rate influences the monetary policy of net oil exporters.
Excluded | Chi-sq | df | Prob. |
---|---|---|---|
LNOILPR | 14.66233** | 3 | 0.0021 |
LNEXCR | 10.44319** | 3 | 0.0152 |
LNCPI | 3.488718 | 3 | 0.3222 |
All | 31.49615** | 9 | 0.0002 |
Granger causality test WALD test for Eq. (5) for dependent variable: LNINTR.
From the estimated TY-VAR, we compute forecast error variance decompositions (FEVD and impulse response functions (IRF), which serve as means for evaluating the dynamics of the interrelationship, interactions, and strength of causal relations among the variables in the system. The impulse response functions trace the effects of a shock to one endogenous variable on to the other variables in the VAR, variance decomposition separates the variation in an endogenous variable into the component shocks to the VAR [10, 46].
In simulating FEVD and IFRs, the VAR innovations can be contemporaneously correlated. That is a shock in one variable can work through the contemporaneous correlation with innovations in other variables. The responses of a variable to innovations in another variable of interest cannot be adequately represented in isolation, due to the facts that shock to individual variables cannot be separately identified due to contemporaneous correlation [46].
In our analyses, we applied Cholesky approach which uses the inverse of the Cholesky factor of the residual covariance matrix to orthogonalise impulses (innovations) as recommended by Sims (1980) as quoted by Duasa [46] and (Breitung, Bruggemann, and [58]) to solve this identification problem. The strategy requires a pre-specified causal ordering of the variables, which we estimated in Table 5 for the correlation matrix. The results of FEVD are displayed in Tables 12–15, while the IRFs represented in Figures 2–17 in appendix 1, respectively.
Period | S.E. | LNOILPR | LNEXCHR | LNCPI | LNINTR |
---|---|---|---|---|---|
1 | 0.039283 | 100.0000 | 0.000000 | 0.000000 | 0.000000 |
2 | 0.059667 | 99.56602 | 0.007555 | 0.357862 | 0.068566 |
3 | 0.074387 | 99.31622 | 0.077847 | 0.518729 | 0.087200 |
4 | 0.087239 | 99.17720 | 0.135794 | 0.615055 | 0.071949 |
5 | 0.099720 | 99.16728 | 0.123200 | 0.650960 | 0.058563 |
6 | 0.112282 | 99.16645 | 0.102858 | 0.650544 | 0.080151 |
12 | 0.191020 | 98.36406 | 0.104402 | 0.630791 | 0.900743 |
18 | 0.276129 | 96.71609 | 0.060657 | 0.908562 | 2.314688 |
24 | 0.366613 | 94.33976 | 0.064427 | 1.477383 | 4.118426 |
30 | 0.457642 | 91.03687 | 0.223173 | 2.331971 | 6.407984 |
36 | 0.541764 | 86.40256 | 0.693518 | 3.520289 | 9.383636 |
42 | 0.611323 | 79.78047 | 1.802594 | 5.120937 | 13.29600 |
43 | 0.621214 | 78.43050 | 2.090483 | 5.429983 | 14.04904 |
44 | 0.630655 | 77.00398 | 2.418306 | 5.749531 | 14.82819 |
45 | 0.639696 | 75.50135 | 2.790808 | 6.077919 | 15.62992 |
46 | 0.648412 | 73.92544 | 3.212962 | 6.412711 | 16.44889 |
47 | 0.656906 | 72.28230 | 3.689787 | 6.750497 | 17.27741 |
48 | 0.665310 | 70.58226 | 4.226078 | 7.086683 | 18.10498 |
Variance decomposition of LNOILPR.
Note: SE refers to the total variance error in forecasting LNOILPR. Other columns represent the percentage of the variance attributable to shocks in the residual of the respective variables.
Variance Decomposition of LNEXCHR: | |||||
---|---|---|---|---|---|
Period | S.E. | LNOILPR | LNEXCHR | LNCPI | LNINTR |
1 | 0.008667 | 2.442191 | 97.55781 | 0.000000 | 0.000000 |
2 | 0.016018 | 1.303029 | 98.47056 | 0.226099 | 0.000307 |
3 | 0.020768 | 0.793908 | 98.43015 | 0.646775 | 0.129165 |
4 | 0.024011 | 0.693289 | 97.87271 | 1.034284 | 0.399717 |
5 | 0.026961 | 0.553215 | 97.54321 | 1.309243 | 0.594331 |
6 | 0.030343 | 0.647208 | 97.17916 | 1.485892 | 0.687736 |
12 | 0.059365 | 4.366737 | 92.68622 | 2.025025 | 0.922015 |
18 | 0.109801 | 12.31598 | 84.79549 | 2.160683 | 0.727839 |
24 | 0.199812 | 21.01359 | 76.31208 | 2.242682 | 0.431654 |
30 | 0.358345 | 28.27847 | 69.15410 | 2.361025 | 0.206413 |
36 | 0.633138 | 33.57260 | 63.83346 | 2.514318 | 0.079625 |
42 | 1.103690 | 37.11351 | 60.17595 | 2.683471 | 0.027067 |
43 | 1.209424 | 37.56150 | 59.70328 | 2.711909 | 0.023305 |
44 | 1.324903 | 37.97407 | 59.26509 | 2.740223 | 0.020615 |
45 | 1.451006 | 38.35307 | 58.85970 | 2.768351 | 0.018878 |
46 | 1.588692 | 38.70034 | 58.48544 | 2.796232 | 0.017984 |
47 | 1.739007 | 39.01764 | 58.14072 | 2.823810 | 0.017829 |
48 | 1.903092 | 39.30669 | 57.82396 | 2.851035 | 0.018316 |
Variance decomposition of LNEXCHR.
Note: SE refers to the total variance error in forecasting LNEXCHR. Other columns represent the percentage of the variance attributable to shocks in the residual of the respective variables.
Variance Decomposition of LNCPI: | |||||
---|---|---|---|---|---|
Period | S.E. | LNOILPR | LNEXCHR | LNCPI | LNINTR |
1 | 0.006843 | 0.063687 | 0.122994 | 99.81332 | 0.000000 |
2 | 0.010614 | 0.111687 | 1.169617 | 97.78015 | 0.938541 |
3 | 0.013902 | 0.104867 | 1.709240 | 96.72400 | 1.461890 |
4 | 0.016436 | 0.118843 | 2.348794 | 96.05369 | 1.478675 |
5 | 0.018494 | 0.094052 | 3.766938 | 94.89832 | 1.240691 |
6 | 0.020348 | 0.110542 | 6.716716 | 92.14406 | 1.028684 |
12 | 0.034150 | 0.390382 | 43.39555 | 54.73213 | 1.481945 |
18 | 0.058790 | 0.800621 | 71.63000 | 26.51978 | 1.049596 |
24 | 0.102887 | 2.477121 | 83.86813 | 13.27275 | 0.382003 |
30 | 0.182422 | 6.425699 | 86.02039 | 7.403793 | 0.150115 |
36 | 0.326127 | 12.33701 | 82.73589 | 4.811637 | 0.115460 |
42 | 0.583692 | 18.92647 | 77.30909 | 3.668364 | 0.096074 |
43 | 0.642926 | 19.99991 | 76.35470 | 3.554354 | 0.091028 |
44 | 0.708053 | 21.05415 | 75.40480 | 3.455500 | 0.085552 |
45 | 0.779631 | 22.08580 | 74.46447 | 3.369987 | 0.079739 |
46 | 0.858270 | 23.09198 | 73.53809 | 3.296234 | 0.073694 |
47 | 0.944635 | 24.07026 | 72.62936 | 3.232858 | 0.067521 |
48 | 1.039451 | 25.01867 | 71.74135 | 3.178651 | 0.061323 |
Variance decomposition of LNCPI.
Note: SE refers to the total variance error in forecasting LNCPI. Other columns represent the percentage of the variance attributable to shocks in the residual of the respective variables.
Variance Decomposition of LNINTR: | |||||
---|---|---|---|---|---|
Period | S.E. | LNOILPR | LNEXCHR | LNCPI | LNINTR |
1 | 0.011298 | 0.270981 | 1.911153 | 0.411721 | 97.40614 |
2 | 0.015682 | 1.162856 | 3.384292 | 0.236829 | 95.21602 |
3 | 0.019164 | 0.778732 | 7.551086 | 0.251113 | 91.41907 |
4 | 0.021868 | 1.545252 | 10.35243 | 0.690563 | 87.41175 |
5 | 0.024147 | 4.317860 | 10.80310 | 1.548061 | 83.33098 |
6 | 0.026278 | 8.517769 | 10.19189 | 2.639437 | 78.65090 |
12 | 0.042469 | 43.36535 | 7.083532 | 7.537991 | 42.01312 |
18 | 0.068739 | 68.22092 | 7.817425 | 6.432329 | 17.52932 |
24 | 0.105922 | 75.25005 | 13.09986 | 4.196117 | 7.453977 |
30 | 0.154692 | 69.22610 | 23.97069 | 2.633864 | 4.169344 |
36 | 0.219876 | 52.16768 | 42.34294 | 1.710601 | 3.778773 |
42 | 0.320347 | 28.71560 | 65.93762 | 1.220443 | 4.126342 |
43 | 0.343392 | 25.06914 | 69.62387 | 1.173901 | 4.133092 |
44 | 0.369026 | 21.71282 | 73.04019 | 1.136972 | 4.110024 |
45 | 0.397622 | 18.71892 | 76.11686 | 1.109481 | 4.054735 |
46 | 0.429590 | 16.14604 | 78.79614 | 1.091170 | 3.966652 |
47 | 0.465375 | 14.03524 | 81.03610 | 1.081687 | 3.846977 |
48 | 0.505456 | 12.40799 | 82.81296 | 1.080569 | 3.698485 |
Variance decomposition of LNINTR.
Cholesky Ordering: LNOILPR LNEXCHR LNCPI LNINTR. Note: SE refers to the total variance error in forecasting LNINTR. Other columns represent the percentage of the variance attributable to shocks in the residual of the respective variables.
Impulse response function of lnoilpr to lnoilpr.
Impulse response function of lnoilpr to lnexchr.
Impulse response function of lnoilpr to lncpi.
Impulse response function of lnoilpr to lnintr.
Impulse response function of lnexchr to lnoilpr.
Impulse response function of lnexchr to lnexchr.
Impulse response function of lnexchr to lncpi.
Impulse response function of lnexchr to lnintr.
Impulse response function of lncpi to lnoilpr.
Impulse response function of lncpi to lnexchr.
Impulse response function of lncpi to lncpi.
Impulse response function of lncpi to lnintr.
Impulse response function of lnintr to lnoilpr.
Impulse response function of lnintr to lnexchr.
Impulse response function of lnintr to lncpi.
Impulse response function of lnintr to lnintr.
We explored the Cholesky factorization in the E-Views software and forecast the interrelationship of the variables up 48 months equal to 4 years. Table 10 is the Table for FEVD for lnoilpr as a dependent variable for 48 periods (4 years) forecast. In forecasting a variable, shocks in the residual of the forecasted variable contribute more to its variance than the shocks in other variables in the first period. The shocks in oil price-output contributed more to its variance, from 100% in the first period down to 70.58% in the 48 period (4th year) of the forecast period. This is followed by lnintr that contributed 4.11% in the 24th period to about 18.11% in the 48 period (4th year). This followed by lncpi that contributed 1.48% at the 24th period to 7.09 at the 48 periods and last is the lnexchr contributions from 0.06% in the 24th period to 4.22% in the 48 periods. This shows monetary policy influences the fluctuation inherent with the oil price and in the future, it shows that lnintr will respond highly to oil price shocks. While the contemporaneous relationship between the oil prices as the endogenous variables (lncpi and lnexchr) in our model are very insignificant. This is an indication that it will take a longer time into the future, for variables other than lnintr to influence the impact of oil prices.
Table 13, is the Variance Decomposition for dependent variable lnexchr, the contributions to itself were 97.56% in the 1st period, to about 57.82% in the 48 period (4th year) into the future. This followed by the contributions of lnoilpr with 28.28% at the 24th period and 39.31% at the 48th period. While lncpi and lnintr contributed 2.58% and 0.02% all at the 48th period. The error variance in forecasting lnexchr from lnoilpr is high, which indicates that shocks in the residuals of lnoilpr will have much effect in determining the lnexchr in the future.
Table 14 is forecast error variance decomposition of LNCPI as the predictant, the predictant contributes 99.81%, 54.73%, 3.18% in the 1st, 12th and 48th periods to itself, which indicates that the contributions of lncpi to itself declined in 4 years. While lnexchr contributes more to the error variance in forecasting lncpi, contributing about 43.40% up to 82.74% for the periods 12th and 36th then declined to 71.74%in the 48th period (4th year). While lnoilpr contributions started from 24th period with 2.47% and keep increasing up to 25.02% in the 48th period. Whereas lnintr contributions are insignificant. This has brought a clearer picture that lnexchr and lnoilpr are the major determinant of inflation in the economy.
Table 15 illustrated the forecast error variance decomposition of lnintr, contributing to its future error variation of 97.41%, 42.01% and 54.34% for the 1st, 12th and declined to 3.70% at the 48th period (4th year), this is followed by lnexchr which contributes 1.91%, 10.19% for the 1st and 6th periods, it declined for some periods and pick up again and continue rising to 82.81% in the 48th period (4th year).
This is trailed behind by lnoilpr, contributing 4.32% and 43.37% in the 6th and 12th, 75.25% at 24th period and started declining up to 12.41% at the 48th period (4th year). This indicates also a strong relationship into the future. The forecast error variance decomposition of the variables estimates also coincides with the result we obtained in the estimates we derived in Table 11, which also indicates that our estimates are good to go with for future implementation of policies.
In Figure 2, from appendix 1, the Oil price (lnoilp) responded contemporaneously by the change in its own shocks, which is positive and not dissipating. The implication is that hick in the price of oil may mean high revenue, but the consequences is, as an import based economic of non-oil goods and refined petroleum product, with domestic regulation of prices (subsidies), the policy will confine government’s ability to finance the import bills as well as meet other international obligations [8]. While the response of oil price (lnoilpr) to change in Exchange rate (lnexchr) is insignificant in Figure 3. Inflation (lncpi), and Interest rate (lnintr) in Figures 4, and 5 showed some level of positive response.
In Figure 6, there is a slightly positive response of Exchange (lnexchr) to change Oil price (lnoilpr) in the sixth lag period. This show how influential oil is in determining exchange rate, since high price of oil means more revenue (foreign income), also Exchange (lnexchr) responded instantaneously, a positive response, to change in its self (Figure 7.). In Figure 8, there is slight positive response of lnexchr to change in lncpi and Figure 9 showed a small inverse response of lnexchr to change in lnintr.
In Figures 10 and 13, Inflation (lncpi) did not show a meaningful response to orthogonal change in the price of oil (lnoilpr) and Interest rate (lnintr). While Figure 11, showed a positive response in Inflation (lncpi) to change in the Exchange rate (lnexchr), that is from the second lag period up to the tenth lag period in increasing order, this indicate that inflation will continue since the response is not dissipating unless there is a policy to induce deflation. Whereas in Figure 12 there is an instantaneous response of Inflation (lncpi) to change in Inflation (lncpi) in a high positive level, with a slight drop towards the tenth period which indicates tendencies of achieving normality in the future.
Figure 14, showed that there is an inverse response of Interest rate (lnintr) to one standard deviation change in the price of oil (lnoilpr) from the second lag period in an increasing order up to the tenth period, this is expected because the assumption is that interest rate has an inverse relationship with the oil price. Also Figure 15 indicated an instantaneous positive response of interest rate (lnintr) to change in the Exchange rate (lnexchr), in the third and fourth period, before it dying off which indicates that there is propensities of achieving normality in the long run. In Figure 16 Interest rate (lnintr) responds contemporaneously to change in Inflation (lncpi), with a positive increase from the fourth period and finally, in Figure 17 Inflation (lncpi) responded significantly to change Inflation (lncpi). The impulse response functions further complement the Forecast Error Variance Decomposition by given a portrait of the direction of the inter-relationships of variables.
In this research work, we explored the Toda-Yamamoto Modified Wald Test (MWALD) to examine the impact of oil price fluctuation on the monetary instrument in Nigeria, by looking at their causal relationships. The study covered the period 1995 to 2018 and the data are monthly data, to establish the contemporaneous relationships between these macroeconomic indicators. Among other analyses are the Granger Causality, FEVD and IRFs.
The review showed the direction of causality and FEVD into the future for 48 months equivalent to four years (short-run), between oil price, Exchange rate, Inflation, and Interest rate.
From the analyses of Toda-Yamamoto Granger Causality WALD Test, the review presented that there is unidirectional causality from lnoilpr to lnexchr in Table 9. This is consistence with the result we obtained in the estimation forecast error variance decomposition of lnexchr (Table 13) as the predictant, where the predictant contributes 97.56% in the 1st period, to about 57.82% in the 48 period (4th year) into the future. This was followed by the contributions of lnoilpr with 28.28% at the 24th period and 39.31% at the 48th period. While lncpi and lnintr contributed 2.58% and 0.02% all at the 48th period. This was also complemented by for IRFs in Figure 7 in the appendix.
Also from granger causality of lncpi as a dependent variable in Table 10 there is unidirectional causality from lnexchr and lnintr to lncpi, also the combination of all the three independent variables (lnoilpr, lnexchr and lnintr) granger cause lncpi but lnexchr and lnintr have more contributions. This is also in tandem with the result of FEVD for dependent variable lncpi in Table 14 where the dependent variable contributions to itself were 99.81%, 54.73%, 3.18% in the 1st, 12th and 48th periods, which indicates that the contributions of lncpi to itself declined in 4 years. While lnexchr contributes more to the error variance in forecasting lncpi, contributing about 43.40% up to 82.74% for the periods 12th and 36th periods (3rd years) then declined to 71.74%in the 48th period (4th year). While lnoilpr contributions started from 24th period with 2.47% and keep increasing up to 25.02% in the 48th period (4th year). This is also affirmed in Figure 11 in the appendix.
Similarly in the estimation of Granger Causality WALD Test for lnintr, it responded positively to change in lnoilpr and lnexchr. This is also in agreement with the estimation of forecast error variance decomposition of lnintr as an endogenous variable, contributing to its future error variation of 97.41%, 42.01% and 54.34% for the 1st, 12th periods and declined to 3.70% at the 48th period (4th year), this is followed by lnexchr which contributes 1.91%, 10.19% for the 1st and 6th perods, it declined for some periods and pick up again and continue rising to 82.81% in the 48th period (4th year). This is trailed behind by lnoilpr, contributing 4.32% and 43.37% in the 6th and 12th, 75.25% at 24th period and started declining up to 12.41% at the 48th period (4th year). This indicated that the major determinant factors of interest rate policy in Nigeria are change in price of oil and exchange rate in the long run. This also conforms to the outcome of the IRF in Figure 14, which specified further that the relation between lnintr and lnoilpr is an inverse relationship, while lnexchr, lncpi and lnintr in Figures 15–17 are positive.
The object of this is work is to establish a direct link between oil price and some selected monetary instruments in Nigeria, and our a priori expectations were achieved, we were able to established that oil price has a direct influence on the exchange rate, interest rate and inflation rate. It is known facts that Nigeria is an oil-producing economy and at the same time also an import-based economy of non-oil products. The major sources of financing the import come from oil revenue. As an oil-producing economy, there are tendencies of having Dutch disease syndrome and economic pass-through [9]. Both in theory and empirical analyses one can conclude that oil price is a strong determining factor of the rate of exchange, it has a direct link to inflationary or deflationary tendencies and also influences the monetary policies in Nigeria in terms of cost of borrowing.
Therefore, in implementation of monetary policy by the policymakers, attention should be drawn to price level of import from the external market, that is by concurrently monitoring the domestic market and the economy of the country’s trading partners. On a general note, there should be diversification of the economy from oil to the non-oil economy to avoid the Dutch disease syndrome.
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Catarina Guedes and F. Xavier Malcata",authors:[{id:"83136",title:"Prof.",name:"F. Xavier",middleName:null,surname:"Malcata",slug:"f.-xavier-malcata",fullName:"F. Xavier Malcata"}]},{id:"30642",doi:"10.5772/34423",title:"Meiofauna as a Tool for Marine Ecosystem Biomonitoring",slug:"meiofauna-as-a-tool-for-marine-ecosystem-monitoring",totalDownloads:3888,totalCrossrefCites:22,totalDimensionsCites:82,abstract:null,book:{id:"1689",slug:"marine-ecosystems",title:"Marine Ecosystems",fullTitle:"Marine Ecosystems"},signatures:"Maria Balsamo, Federica Semprucci, Fabrizio Frontalini and Rodolfo Coccioni",authors:[{id:"100075",title:"Prof.",name:"Maria",middleName:null,surname:"Balsamo",slug:"maria-balsamo",fullName:"Maria Balsamo"},{id:"104309",title:"Dr.",name:"Federica",middleName:null,surname:"Semprucci",slug:"federica-semprucci",fullName:"Federica Semprucci"},{id:"104311",title:"Dr.",name:"Fabrizio",middleName:null,surname:"Frontalini",slug:"fabrizio-frontalini",fullName:"Fabrizio Frontalini"},{id:"104313",title:"Prof.",name:"Rodolfo",middleName:null,surname:"Coccioni",slug:"rodolfo-coccioni",fullName:"Rodolfo Coccioni"}]},{id:"35136",doi:"10.5772/29571",title:"Transmission Biology of the Myxozoa",slug:"transmission-biology-of-the-myxozoa",totalDownloads:2661,totalCrossrefCites:33,totalDimensionsCites:62,abstract:null,book:{id:"2052",slug:"health-and-environment-in-aquaculture",title:"Health and Environment in Aquaculture",fullTitle:"Health and Environment in Aquaculture"},signatures:"Hiroshi Yokoyama, Daniel Grabner and Sho Shirakashi",authors:[{id:"78409",title:"Dr.",name:"Hiroshi",middleName:null,surname:"Yokoyama",slug:"hiroshi-yokoyama",fullName:"Hiroshi Yokoyama"},{id:"83562",title:"Dr.",name:"Daniel",middleName:"Stefan",surname:"Grabner",slug:"daniel-grabner",fullName:"Daniel Grabner"},{id:"122643",title:"Dr.",name:"Sho",middleName:null,surname:"Shirakashi",slug:"sho-shirakashi",fullName:"Sho Shirakashi"}]},{id:"24078",doi:"10.5772/26795",title:"Photobacterium damselae subsp. damselae, an Emerging Pathogen Affecting New Cultured Marine Fish Species in Southern Spain",slug:"photobacterium-damselae-subsp-damselae-an-emerging-pathogen-affecting-new-cultured-marine-fish-speci",totalDownloads:3768,totalCrossrefCites:19,totalDimensionsCites:45,abstract:null,book:{id:"612",slug:"recent-advances-in-fish-farms",title:"Recent Advances in Fish Farms",fullTitle:"Recent Advances in Fish Farms"},signatures:"A. Labella, C. Berbel, M. Manchado, D. Castro and J.J. Borrego",authors:[{id:"67855",title:"Prof.",name:"Juan J.",middleName:null,surname:"Borrego",slug:"juan-j.-borrego",fullName:"Juan J. Borrego"},{id:"71146",title:"Dr.",name:"Alejandro",middleName:null,surname:"Labella",slug:"alejandro-labella",fullName:"Alejandro Labella"},{id:"71148",title:"Dr.",name:"Concepcion",middleName:null,surname:"Berbel",slug:"concepcion-berbel",fullName:"Concepcion Berbel"},{id:"71149",title:"Dr.",name:"Manuel",middleName:null,surname:"Manchado",slug:"manuel-manchado",fullName:"Manuel Manchado"},{id:"71151",title:"Dr.",name:"Dolores",middleName:null,surname:"Castro",slug:"dolores-castro",fullName:"Dolores Castro"}]}],mostDownloadedChaptersLast30Days:[{id:"35141",title:"Antibiotics in Aquaculture – Use, Abuse and Alternatives",slug:"antibiotics-in-aquaculture-use-abuse-and-alternatives",totalDownloads:19232,totalCrossrefCites:132,totalDimensionsCites:283,abstract:null,book:{id:"2052",slug:"health-and-environment-in-aquaculture",title:"Health and Environment in Aquaculture",fullTitle:"Health and Environment in Aquaculture"},signatures:"Jaime Romero, Carmen Gloria Feijoo and Paola Navarrete",authors:[{id:"72898",title:"Dr.",name:"Jaime",middleName:null,surname:"Romero",slug:"jaime-romero",fullName:"Jaime Romero"},{id:"79684",title:"Dr.",name:"Paola",middleName:null,surname:"Navarrete",slug:"paola-navarrete",fullName:"Paola Navarrete"},{id:"83411",title:"Dr.",name:"Carmen",middleName:null,surname:"Feijoo",slug:"carmen-feijoo",fullName:"Carmen Feijoo"}]},{id:"69948",title:"Floating Cage: A New Innovation of Seaweed Culture",slug:"floating-cage-a-new-innovation-of-seaweed-culture",totalDownloads:913,totalCrossrefCites:2,totalDimensionsCites:2,abstract:"Eucheumatoid cultivation continues to expand with a variety of methods that can increase production. This chapter will discuss an innovation in seaweed cultivation of the genus Eucheuma, which is the prime marine commodity in the tropical regions of the world. Research conducted during 2015-2017 and 2019 in Southeast Sulawesi Province, Indonesia, provided an overview of the use of floating cage that showed very significant growth results. The research result showed that the growth rates of Eucheuma denticulatum and Kappaphycus alvarezii in floating cage seemed faster and resulted in better thallus morphology. Daily production of E. denticulatum and K. alvarezii that were cultivated in floating cage was higher than daily production of E. denticulatum and K. alvarezii cultivated on longline. Specific growth rate (SGR) of E. denticulatum and K. alvarezii cultivated by using floating cage method was also higher than E. denticulatum and K. alvarezii cultivated by using longline method. Moreover, the cultivation by using floating cages produces good growth rates with no effect of herbivore attacks.",book:{id:"8928",slug:"emerging-technologies-environment-and-research-for-sustainable-aquaculture",title:"Emerging Technologies, Environment and Research for Sustainable Aquaculture",fullTitle:"Emerging Technologies, Environment and Research for Sustainable Aquaculture"},signatures:"Ma’ruf Kasim, Abdul Muis Balubi, Ahmad Mustafa, Rahman Nurdin, Rahmad Sofyan Patadjai and Wardha Jalil",authors:[{id:"309893",title:"Prof.",name:"Maruf",middleName:null,surname:"Kasim",slug:"maruf-kasim",fullName:"Maruf Kasim"},{id:"313040",title:"MSc.",name:"Abdul Muis",middleName:null,surname:"Balubi",slug:"abdul-muis-balubi",fullName:"Abdul Muis Balubi"},{id:"313041",title:"MSc.",name:"Wardha",middleName:null,surname:"Jalil",slug:"wardha-jalil",fullName:"Wardha Jalil"},{id:"313042",title:"MSc.",name:"Ahmad",middleName:null,surname:"Mustafa",slug:"ahmad-mustafa",fullName:"Ahmad Mustafa"},{id:"313043",title:"MSc.",name:"Rahman",middleName:null,surname:"Nurdin",slug:"rahman-nurdin",fullName:"Rahman Nurdin"},{id:"313044",title:"MSc.",name:"Rahmat Sofyan",middleName:null,surname:"Patadjai",slug:"rahmat-sofyan-patadjai",fullName:"Rahmat Sofyan Patadjai"}]},{id:"62842",title:"Integrated Rice and Aquaculture Farming",slug:"integrated-rice-and-aquaculture-farming",totalDownloads:1863,totalCrossrefCites:2,totalDimensionsCites:3,abstract:"The burning problems like scarcity of food for ever-growing human population in the present world are addressed by adapting various methods for production of protein, carbohydrate, oils and other food materials. One of the methods to produce high amount of food is integrated farming including rice-aquaculture farming, which produces protein and carbohydrate as major components besides others. Rice-aquaculture farming produces grain (carbohydrate) and animal protein without affecting the quality and quantity of rice yield on the same piece of land and renders additional financial gain besides main crop (rice) like conventional monoculture. The aquatic species grown in the integrated culture are mainly distinct types of fishes, selected crustaceans and other selected species. Profitable rice-aquaculture integrated farming is popular in Asian countries than in Western countries. However, the integrated rice-aquaculture farming has its own limitations. The type of methods, culture species, influencing factors, and pros and cons of rice-aquaculture integrated farming are discussed in the present chapter.",book:{id:"7229",slug:"aquaculture-plants-and-invertebrates",title:"Aquaculture",fullTitle:"Aquaculture - Plants and Invertebrates"},signatures:"Pamuru Ramachandra Reddy and Battina Kishori",authors:[{id:"242524",title:"Dr.",name:"Ramachandra Reddy",middleName:null,surname:"Pamuru",slug:"ramachandra-reddy-pamuru",fullName:"Ramachandra Reddy Pamuru"},{id:"255022",title:"Dr.",name:"Kishori",middleName:null,surname:"Battina",slug:"kishori-battina",fullName:"Kishori Battina"}]},{id:"24074",title:"Embryonic and Larval Development of Freshwater Fish",slug:"embryonic-and-larval-development-of-freshwater-fish",totalDownloads:7433,totalCrossrefCites:1,totalDimensionsCites:2,abstract:null,book:{id:"612",slug:"recent-advances-in-fish-farms",title:"Recent Advances in Fish Farms",fullTitle:"Recent Advances in Fish Farms"},signatures:"Faruk Aral, Erdinç Şahınöz and Zafer Doğu",authors:[{id:"25600",title:"Prof.",name:"Faruk",middleName:null,surname:"Aral",slug:"faruk-aral",fullName:"Faruk Aral"},{id:"29132",title:"Dr.",name:"Zafer",middleName:null,surname:"Dogu",slug:"zafer-dogu",fullName:"Zafer Dogu"},{id:"39952",title:"Dr.",name:"Erdinc",middleName:null,surname:"Sahinoz",slug:"erdinc-sahinoz",fullName:"Erdinc Sahinoz"}]},{id:"68966",title:"Novel Biofloc Technology (BFT) for Ammonia Assimilation and Reuse in Aquaculture In Situ",slug:"novel-biofloc-technology-bft-for-ammonia-assimilation-and-reuse-in-aquaculture-in-situ",totalDownloads:1911,totalCrossrefCites:1,totalDimensionsCites:7,abstract:"Ammonia is one of the most harmful risks for success of fish and shrimp culture. There is no effective solution for harmlessness of ammonia in traditional aquaculture operations except exchanging water, which would bring negative effects on environment, or fixing expensive equipment. Biofloc technology (BFT) that appeared in recent years supplies a novel solution for this issue without exchanging huge water and fixing equipment. This technology could assimilate ammonia almost in real time with many other supplemental benefits. Because of the very high nutritional value for fish and shrimp, bioflocs, the by-product of BFT, could also be reused as a complemented food in situ or a gradient for feedstuff to replace expensive fishmeal or be processed to pellet diet to feed fish and shrimp directly. However, some aspects with regard to the effective use of biofloc as a food source for fish and shrimp, such as high lipid content, productivity, and palatability, need to be further researched in detail.",book:{id:"8928",slug:"emerging-technologies-environment-and-research-for-sustainable-aquaculture",title:"Emerging Technologies, Environment and Research for Sustainable Aquaculture",fullTitle:"Emerging Technologies, Environment and Research for Sustainable Aquaculture"},signatures:"Hai-Hong Huang",authors:[{id:"305215",title:"Dr.",name:"Hai-Hong",middleName:null,surname:"Huang",slug:"hai-hong-huang",fullName:"Hai-Hong Huang"}]}],onlineFirstChaptersFilter:{topicId:"32",limit:6,offset:0},onlineFirstChaptersCollection:[],onlineFirstChaptersTotal:0},preDownload:{success:null,errors:{}},subscriptionForm:{success:null,errors:{}},aboutIntechopen:{},privacyPolicy:{},peerReviewing:{},howOpenAccessPublishingWithIntechopenWorks:{},sponsorshipBooks:{sponsorshipBooks:[],offset:0,limit:8,total:null},allSeries:{pteSeriesList:[{id:"14",title:"Artificial Intelligence",numberOfPublishedBooks:9,numberOfPublishedChapters:87,numberOfOpenTopics:6,numberOfUpcomingTopics:0,issn:"2633-1403",doi:"10.5772/intechopen.79920",isOpenForSubmission:!0},{id:"7",title:"Biomedical Engineering",numberOfPublishedBooks:12,numberOfPublishedChapters:99,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2631-5343",doi:"10.5772/intechopen.71985",isOpenForSubmission:!0}],lsSeriesList:[{id:"11",title:"Biochemistry",numberOfPublishedBooks:27,numberOfPublishedChapters:288,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2632-0983",doi:"10.5772/intechopen.72877",isOpenForSubmission:!0},{id:"25",title:"Environmental Sciences",numberOfPublishedBooks:1,numberOfPublishedChapters:9,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2754-6713",doi:"10.5772/intechopen.100362",isOpenForSubmission:!0},{id:"10",title:"Physiology",numberOfPublishedBooks:11,numberOfPublishedChapters:139,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2631-8261",doi:"10.5772/intechopen.72796",isOpenForSubmission:!0}],hsSeriesList:[{id:"3",title:"Dentistry",numberOfPublishedBooks:8,numberOfPublishedChapters:129,numberOfOpenTopics:0,numberOfUpcomingTopics:2,issn:"2631-6218",doi:"10.5772/intechopen.71199",isOpenForSubmission:!1},{id:"6",title:"Infectious Diseases",numberOfPublishedBooks:13,numberOfPublishedChapters:107,numberOfOpenTopics:3,numberOfUpcomingTopics:1,issn:"2631-6188",doi:"10.5772/intechopen.71852",isOpenForSubmission:!0},{id:"13",title:"Veterinary Medicine and Science",numberOfPublishedBooks:11,numberOfPublishedChapters:104,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2632-0517",doi:"10.5772/intechopen.73681",isOpenForSubmission:!0}],sshSeriesList:[{id:"22",title:"Business, Management and Economics",numberOfPublishedBooks:1,numberOfPublishedChapters:12,numberOfOpenTopics:2,numberOfUpcomingTopics:1,issn:"2753-894X",doi:"10.5772/intechopen.100359",isOpenForSubmission:!0},{id:"23",title:"Education and Human Development",numberOfPublishedBooks:0,numberOfPublishedChapters:0,numberOfOpenTopics:2,numberOfUpcomingTopics:0,issn:null,doi:"10.5772/intechopen.100360",isOpenForSubmission:!1},{id:"24",title:"Sustainable Development",numberOfPublishedBooks:0,numberOfPublishedChapters:11,numberOfOpenTopics:4,numberOfUpcomingTopics:1,issn:null,doi:"10.5772/intechopen.100361",isOpenForSubmission:!0}],testimonialsList:[{id:"6",text:"It is great to work with the IntechOpen to produce a worthwhile collection of research that also becomes a great educational resource and guide for future research endeavors.",author:{id:"259298",name:"Edward",surname:"Narayan",institutionString:null,profilePictureURL:"https://mts.intechopen.com/storage/users/259298/images/system/259298.jpeg",slug:"edward-narayan",institution:{id:"3",name:"University of Queensland",country:{id:null,name:"Australia"}}}},{id:"13",text:"The collaboration with and support of the technical staff of IntechOpen is fantastic. 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Prior to his appointment at Stellenbosch University, he has been at the University of Pretoria, Department of Computer Science (1998-2018), where he was appointed as South Africa Research Chair in Artifical Intelligence (2007-2018), the head of the Department of Computer Science (2008-2017), and Director of the Institute for Big Data and Data Science (2017-2018). 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He is a full professor of signal processing and pattern recognition and is head of the Signals and Communications Department at ULPGC, teaching from 2001 on subjects on signal processing and learning theory. His research lines are biometrics, biomedical signals and images, data mining, classification system, signal and image processing, machine learning, and environmental intelligence. He has researched in 52 international and Spanish research projects, some of them as head researcher. He is co-author of 4 books, co-editor of 27 proceedings books, guest editor for 8 JCR-ISI international journals, and up to 24 book chapters. He has over 450 papers published in international journals and conferences (81 of them indexed on JCR – ISI - Web of Science). He has published seven patents in the Spanish Patent and Trademark Office. He has been a supervisor on 8 Ph.D. theses (11 more are under supervision), and 130 master theses. He is the founder of The IEEE IWOBI conference series and the president of its Steering Committee, as well as the founder of both the InnoEducaTIC and APPIS conference series. He is an evaluator of project proposals for the European Union (H2020), Medical Research Council (MRC, UK), Spanish Government (ANECA, Spain), Research National Agency (ANR, France), DAAD (Germany), Argentinian Government, and the Colombian Institutions. He has been a reviewer in different indexed international journals (<70) and conferences (<250) since 2001. He has been a member of the IASTED Technical Committee on Image Processing from 2007 and a member of the IASTED Technical Committee on Artificial Intelligence and Expert Systems from 2011. \n\nHe has held the general chair position for the following: ACM-APPIS (2020, 2021), IEEE-IWOBI (2019, 2020 and 2020), A PPIS (2018, 2019), IEEE-IWOBI (2014, 2015, 2017, 2018), InnoEducaTIC (2014, 2017), IEEE-INES (2013), NoLISP (2011), JRBP (2012), and IEEE-ICCST (2005)\n\nHe is an associate editor of the Computational Intelligence and Neuroscience Journal (Hindawi – Q2 JCR-ISI). He was vice dean from 2004 to 2010 in the Higher Technical School of Telecommunication Engineers at ULPGC and the vice dean of Graduate and Postgraduate Studies from March 2013 to November 2017. He won the “Catedra Telefonica” Awards in Modality of Knowledge Transfer, 2017, 2018, and 2019 editions, and awards in Modality of COVID Research in 2020.\n\nPublic References:\nResearcher ID http://www.researcherid.com/rid/N-5967-2014\nORCID https://orcid.org/0000-0002-4621-2768 \nScopus Author ID https://www.scopus.com/authid/detail.uri?authorId=6602376272\nScholar Google https://scholar.google.es/citations?user=G1ks9nIAAAAJ&hl=en \nResearchGate https://www.researchgate.net/profile/Carlos_Travieso",institutionString:null,institution:{name:"University of Las Palmas de Gran Canaria",institutionURL:null,country:{name:"Spain"}}},editorTwo:null,editorThree:null},{id:"23",title:"Computational Neuroscience",coverUrl:"https://cdn.intechopen.com/series_topics/covers/23.jpg",isOpenForSubmission:!0,editor:{id:"14004",title:"Dr.",name:"Magnus",middleName:null,surname:"Johnsson",slug:"magnus-johnsson",fullName:"Magnus Johnsson",profilePictureURL:"https://mts.intechopen.com/storage/users/14004/images/system/14004.png",biography:"Dr Magnus Johnsson is a cross-disciplinary scientist, lecturer, scientific editor and AI/machine learning consultant from Sweden. \n\nHe is currently at Malmö University in Sweden, but also held positions at Lund University in Sweden and at Moscow Engineering Physics Institute. \nHe holds editorial positions at several international scientific journals and has served as a scientific editor for books and special journal issues. \nHis research interests are wide and include, but are not limited to, autonomous systems, computer modeling, artificial neural networks, artificial intelligence, cognitive neuroscience, cognitive robotics, cognitive architectures, cognitive aids and the philosophy of mind. \n\nDr. Johnsson has experience from working in the industry and he has a keen interest in the application of neural networks and artificial intelligence to fields like industry, finance, and medicine. \n\nWeb page: www.magnusjohnsson.se",institutionString:null,institution:{name:"Malmö University",institutionURL:null,country:{name:"Sweden"}}},editorTwo:null,editorThree:null},{id:"24",title:"Computer Vision",coverUrl:"https://cdn.intechopen.com/series_topics/covers/24.jpg",isOpenForSubmission:!0,editor:{id:"294154",title:"Prof.",name:"George",middleName:null,surname:"Papakostas",slug:"george-papakostas",fullName:"George Papakostas",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002hYaGbQAK/Profile_Picture_1624519712088",biography:"George A. Papakostas has received a diploma in Electrical and Computer Engineering in 1999 and the M.Sc. and Ph.D. degrees in Electrical and Computer Engineering in 2002 and 2007, respectively, from the Democritus University of Thrace (DUTH), Greece. Dr. Papakostas serves as a Tenured Full Professor at the Department of Computer Science, International Hellenic University, Greece. Dr. Papakostas has 10 years of experience in large-scale systems design as a senior software engineer and technical manager, and 20 years of research experience in the field of Artificial Intelligence. Currently, he is the Head of the “Visual Computing” division of HUman-MAchines INteraction Laboratory (HUMAIN-Lab) and the Director of the MPhil program “Advanced Technologies in Informatics and Computers” hosted by the Department of Computer Science, International Hellenic University. He has (co)authored more than 150 publications in indexed journals, international conferences and book chapters, 1 book (in Greek), 3 edited books, and 5 journal special issues. His publications have more than 2100 citations with h-index 27 (GoogleScholar). His research interests include computer/machine vision, machine learning, pattern recognition, computational intelligence. \nDr. Papakostas served as a reviewer in numerous journals, as a program\ncommittee member in international conferences and he is a member of the IAENG, MIR Labs, EUCogIII, INSTICC and the Technical Chamber of Greece (TEE).",institutionString:null,institution:{name:"International Hellenic University",institutionURL:null,country:{name:"Greece"}}},editorTwo:null,editorThree:null},{id:"25",title:"Evolutionary Computation",coverUrl:"https://cdn.intechopen.com/series_topics/covers/25.jpg",isOpenForSubmission:!0,editor:{id:"136112",title:"Dr.",name:"Sebastian",middleName:null,surname:"Ventura Soto",slug:"sebastian-ventura-soto",fullName:"Sebastian Ventura Soto",profilePictureURL:"https://mts.intechopen.com/storage/users/136112/images/system/136112.png",biography:"Sebastian Ventura is a Spanish researcher, a full professor with the Department of Computer Science and Numerical Analysis, University of Córdoba. Dr Ventura also holds the positions of Affiliated Professor at Virginia Commonwealth University (Richmond, USA) and Distinguished Adjunct Professor at King Abdulaziz University (Jeddah, Saudi Arabia). Additionally, he is deputy director of the Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI) and heads the Knowledge Discovery and Intelligent Systems Research Laboratory. He has published more than ten books and over 300 articles in journals and scientific conferences. Currently, his work has received over 18,000 citations according to Google Scholar, including more than 2200 citations in 2020. In the last five years, he has published more than 60 papers in international journals indexed in the JCR (around 70% of them belonging to first quartile journals) and he has edited some Springer books “Supervised Descriptive Pattern Mining” (2018), “Multiple Instance Learning - Foundations and Algorithms” (2016), and “Pattern Mining with Evolutionary Algorithms” (2016). He has also been involved in more than 20 research projects supported by the Spanish and Andalusian governments and the European Union. He currently belongs to the editorial board of PeerJ Computer Science, Information Fusion and Engineering Applications of Artificial Intelligence journals, being also associate editor of Applied Computational Intelligence and Soft Computing and IEEE Transactions on Cybernetics. Finally, he is editor-in-chief of Progress in Artificial Intelligence. He is a Senior Member of the IEEE Computer, the IEEE Computational Intelligence, and the IEEE Systems, Man, and Cybernetics Societies, and the Association of Computing Machinery (ACM). Finally, his main research interests include data science, computational intelligence, and their applications.",institutionString:null,institution:{name:"University of Córdoba",institutionURL:null,country:{name:"Spain"}}},editorTwo:null,editorThree:null},{id:"26",title:"Machine Learning and Data Mining",coverUrl:"https://cdn.intechopen.com/series_topics/covers/26.jpg",isOpenForSubmission:!0,editor:{id:"24555",title:"Dr.",name:"Marco Antonio",middleName:null,surname:"Aceves Fernandez",slug:"marco-antonio-aceves-fernandez",fullName:"Marco Antonio Aceves Fernandez",profilePictureURL:"https://mts.intechopen.com/storage/users/24555/images/system/24555.jpg",biography:"Dr. Marco Antonio Aceves Fernandez obtained his B.Sc. (Eng.) in Telematics from the Universidad de Colima, Mexico. He obtained both his M.Sc. and Ph.D. from the University of Liverpool, England, in the field of Intelligent Systems. He is a full professor at the Universidad Autonoma de Queretaro, Mexico, and a member of the National System of Researchers (SNI) since 2009. Dr. Aceves Fernandez has published more than 80 research papers as well as a number of book chapters and congress papers. He has contributed in more than 20 funded research projects, both academic and industrial, in the area of artificial intelligence, ranging from environmental, biomedical, automotive, aviation, consumer, and robotics to other applications. He is also a honorary president at the National Association of Embedded Systems (AMESE), a senior member of the IEEE, and a board member of many institutions. 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Dr. Aydin is currently a Fellow of Higher Education Academy, UK, a member of EPSRC College, a senior member of IEEE and a senior member of ACM. In addition to being a member of advisory committees of many international conferences, he is an Editorial Board Member of various peer-reviewed international journals. 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He is currently a principal researcher in data analytics and optimisation at TECNALIA (Spain), a visiting fellow at the Basque Center for Applied Mathematics (BCAM) and a part-time lecturer at the University of the Basque Country (UPV/EHU). His research interests gravitate on the use of descriptive, prescriptive and predictive algorithms for data mining and optimization in a diverse range of application fields such as Energy, Transport, Telecommunications, Health and Industry, among others. In these fields he has published more than 240 articles, co-supervised 8 Ph.D. theses, edited 6 books, coauthored 7 patents and participated/led more than 40 research projects. 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He is currently a full professor in\nthe Department of Automation and Applied Informatics at the\nsame university. Dr. Voloşencu is the author of ten books, seven\nbook chapters, and more than 160 papers published in journals\nand conference proceedings. He has also edited twelve books and\nhas twenty-seven patents to his name. He is a manager of research grants, editor in\nchief and member of international journal editorial boards, a former plenary speaker, a member of scientific committees, and chair at international conferences. His\nresearch is in the fields of control systems, control of electric drives, fuzzy control\nsystems, neural network applications, fault detection and diagnosis, sensor network\napplications, monitoring of distributed parameter systems, and power ultrasound\napplications. 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His research interest focuses on computational chemistry and molecular modeling of diverse systems of pharmacological, food, and alternative energy interests by resorting to DFT and Conceptual DFT. He has authored a coauthored more than 255 peer-reviewed papers, 32 book chapters, and 2 edited books. He has delivered speeches at many international and domestic conferences. He serves as a reviewer for more than eighty international journals, books, and research proposals as well as an editor for special issues of renowned scientific journals.",institutionString:"Centro de Investigación en Materiales Avanzados",institution:{name:"Centro de Investigación en Materiales Avanzados",country:{name:"Mexico"}}},{id:"76477",title:"Prof.",name:"Mirza",middleName:null,surname:"Hasanuzzaman",slug:"mirza-hasanuzzaman",fullName:"Mirza Hasanuzzaman",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/76477/images/system/76477.png",biography:"Dr. Mirza Hasanuzzaman is a Professor of Agronomy at Sher-e-Bangla Agricultural University, Bangladesh. He received his Ph.D. in Plant Stress Physiology and Antioxidant Metabolism from Ehime University, Japan, with a scholarship from the Japanese Government (MEXT). Later, he completed his postdoctoral research at the Center of Molecular Biosciences, University of the Ryukyus, Japan, as a recipient of the Japan Society for the Promotion of Science (JSPS) postdoctoral fellowship. He was also the recipient of the Australian Government Endeavour Research Fellowship for postdoctoral research as an adjunct senior researcher at the University of Tasmania, Australia. Dr. Hasanuzzaman’s current work is focused on the physiological and molecular mechanisms of environmental stress tolerance. Dr. Hasanuzzaman has published more than 150 articles in peer-reviewed journals. He has edited ten books and written more than forty book chapters on important aspects of plant physiology, plant stress tolerance, and crop production. According to Scopus, Dr. Hasanuzzaman’s publications have received more than 10,500 citations with an h-index of 53. He has been named a Highly Cited Researcher by Clarivate. He is an editor and reviewer for more than fifty peer-reviewed international journals and was a recipient of the “Publons Peer Review Award” in 2017, 2018, and 2019. He has been honored by different authorities for his outstanding performance in various fields like research and education, and he has received the World Academy of Science Young Scientist Award (2014) and the University Grants Commission (UGC) Award 2018. He is a fellow of the Bangladesh Academy of Sciences (BAS) and the Royal Society of Biology.",institutionString:"Sher-e-Bangla Agricultural University",institution:{name:"Sher-e-Bangla Agricultural University",country:{name:"Bangladesh"}}},{id:"187859",title:"Prof.",name:"Kusal",middleName:"K.",surname:"Das",slug:"kusal-das",fullName:"Kusal Das",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bSBDeQAO/Profile_Picture_1623411145568",biography:"Kusal K. Das is a Distinguished Chair Professor of Physiology, Shri B. M. Patil Medical College and Director, Centre for Advanced Medical Research (CAMR), BLDE (Deemed to be University), Vijayapur, Karnataka, India. Dr. Das did his M.S. and Ph.D. in Human Physiology from the University of Calcutta, Kolkata. His area of research is focused on understanding of molecular mechanisms of heavy metal activated low oxygen sensing pathways in vascular pathophysiology. He has invented a new method of estimation of serum vitamin E. His expertise in critical experimental protocols on vascular functions in experimental animals was well documented by his quality of publications. He was a Visiting Professor of Medicine at University of Leeds, United Kingdom (2014-2016) and Tulane University, New Orleans, USA (2017). For his immense contribution in medical research Ministry of Science and Technology, Government of India conferred him 'G.P. Chatterjee Memorial Research Prize-2019” and he is also the recipient of 'Dr.Raja Ramanna State Scientist Award 2015” by Government of Karnataka. He is a Fellow of the Royal Society of Biology (FRSB), London and Honorary Fellow of Karnataka Science and Technology Academy, Department of Science and Technology, Government of Karnataka.",institutionString:"BLDE (Deemed to be University), India",institution:null},{id:"243660",title:"Dr.",name:"Mallanagouda Shivanagouda",middleName:null,surname:"Biradar",slug:"mallanagouda-shivanagouda-biradar",fullName:"Mallanagouda Shivanagouda Biradar",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/243660/images/system/243660.jpeg",biography:"M. S. Biradar is Vice Chancellor and Professor of Medicine of\nBLDE (Deemed to be University), Vijayapura, Karnataka, India.\nHe obtained his MD with a gold medal in General Medicine and\nhas devoted himself to medical teaching, research, and administrations. He has also immensely contributed to medical research\non vascular medicine, which is reflected by his numerous publications including books and book chapters. Professor Biradar was\nalso Visiting Professor at Tulane University School of Medicine, New Orleans, USA.",institutionString:"BLDE (Deemed to be University)",institution:{name:"BLDE University",country:{name:"India"}}},{id:"289796",title:"Dr.",name:"Swastika",middleName:null,surname:"Das",slug:"swastika-das",fullName:"Swastika Das",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/289796/images/system/289796.jpeg",biography:"Swastika N. Das is Professor of Chemistry at the V. P. Dr. P. G.\nHalakatti College of Engineering and Technology, BLDE (Deemed\nto be University), Vijayapura, Karnataka, India. She obtained an\nMSc, MPhil, and PhD in Chemistry from Sambalpur University,\nOdisha, India. Her areas of research interest are medicinal chemistry, chemical kinetics, and free radical chemistry. She is a member\nof the investigators who invented a new modified method of estimation of serum vitamin E. She has authored numerous publications including book\nchapters and is a mentor of doctoral curriculum at her university.",institutionString:"BLDEA’s V.P.Dr.P.G.Halakatti College of Engineering & Technology",institution:{name:"BLDE University",country:{name:"India"}}},{id:"248459",title:"Dr.",name:"Akikazu",middleName:null,surname:"Takada",slug:"akikazu-takada",fullName:"Akikazu Takada",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/248459/images/system/248459.png",biography:"Akikazu Takada was born in Japan, 1935. After graduation from\nKeio University School of Medicine and finishing his post-graduate studies, he worked at Roswell Park Memorial Institute NY,\nUSA. He then took a professorship at Hamamatsu University\nSchool of Medicine. In thrombosis studies, he found the SK\npotentiator that enhances plasminogen activation by streptokinase. He is very much interested in simultaneous measurements\nof fatty acids, amino acids, and tryptophan degradation products. By using fatty\nacid analyses, he indicated that plasma levels of trans-fatty acids of old men were\nfar higher in the US than Japanese men. . He also showed that eicosapentaenoic acid\n(EPA) and docosahexaenoic acid (DHA) levels are higher, and arachidonic acid\nlevels are lower in Japanese than US people. By using simultaneous LC/MS analyses\nof plasma levels of tryptophan metabolites, he recently found that plasma levels of\nserotonin, kynurenine, or 5-HIAA were higher in patients of mono- and bipolar\ndepression, which are significantly different from observations reported before. In\nview of recent reports that plasma tryptophan metabolites are mainly produced by\nmicrobiota. He is now working on the relationships between microbiota and depression or autism.",institutionString:"Hamamatsu University School of Medicine",institution:{name:"Hamamatsu University School of Medicine",country:{name:"Japan"}}},{id:"137240",title:"Prof.",name:"Mohammed",middleName:null,surname:"Khalid",slug:"mohammed-khalid",fullName:"Mohammed Khalid",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/137240/images/system/137240.png",biography:"Mohammed Khalid received his B.S. degree in chemistry in 2000 and Ph.D. degree in physical chemistry in 2007 from the University of Khartoum, Sudan. He moved to School of Chemistry, Faculty of Science, University of Sydney, Australia in 2009 and joined Dr. Ron Clarke as a postdoctoral fellow where he worked on the interaction of ATP with the phosphoenzyme of the Na+/K+-ATPase and dual mechanisms of allosteric acceleration of the Na+/K+-ATPase by ATP; then he went back to Department of Chemistry, University of Khartoum as an assistant professor, and in 2014 he was promoted as an associate professor. In 2011, he joined the staff of Department of Chemistry at Taif University, Saudi Arabia, where he is currently an assistant professor. His research interests include the following: P-Type ATPase enzyme kinetics and mechanisms, kinetics and mechanisms of redox reactions, autocatalytic reactions, computational enzyme kinetics, allosteric acceleration of P-type ATPases by ATP, exploring of allosteric sites of ATPases, and interaction of ATP with ATPases located in cell membranes.",institutionString:"Taif University",institution:{name:"Taif University",country:{name:"Saudi Arabia"}}},{id:"63810",title:"Prof.",name:"Jorge",middleName:null,surname:"Morales-Montor",slug:"jorge-morales-montor",fullName:"Jorge Morales-Montor",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/63810/images/system/63810.png",biography:"Dr. Jorge Morales-Montor was recognized with the Lola and Igo Flisser PUIS Award for best graduate thesis at the national level in the field of parasitology. He received a fellowship from the Fogarty Foundation to perform postdoctoral research stay at the University of Georgia. He has 153 journal articles to his credit. He has also edited several books and published more than fifty-five book chapters. He is a member of the Mexican Academy of Sciences, Latin American Academy of Sciences, and the National Academy of Medicine. He has received more than thirty-five awards and has supervised numerous bachelor’s, master’s, and Ph.D. students. Dr. Morales-Montor is the past president of the Mexican Society of Parasitology.",institutionString:"National Autonomous University of Mexico",institution:{name:"National Autonomous University of Mexico",country:{name:"Mexico"}}},{id:"217215",title:"Dr.",name:"Palash",middleName:null,surname:"Mandal",slug:"palash-mandal",fullName:"Palash Mandal",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/217215/images/system/217215.jpeg",biography:null,institutionString:"Charusat University",institution:null},{id:"49739",title:"Dr.",name:"Leszek",middleName:null,surname:"Szablewski",slug:"leszek-szablewski",fullName:"Leszek Szablewski",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/49739/images/system/49739.jpg",biography:"Leszek Szablewski is a professor of medical sciences. He received his M.S. in the Faculty of Biology from the University of Warsaw and his PhD degree from the Institute of Experimental Biology Polish Academy of Sciences. He habilitated in the Medical University of Warsaw, and he obtained his degree of Professor from the President of Poland. Professor Szablewski is the Head of Chair and Department of General Biology and Parasitology, Medical University of Warsaw. Professor Szablewski has published over 80 peer-reviewed papers in journals such as Journal of Alzheimer’s Disease, Biochim. Biophys. Acta Reviews of Cancer, Biol. Chem., J. Biomed. Sci., and Diabetes/Metabol. Res. Rev, Endocrine. He is the author of two books and four book chapters. He has edited four books, written 15 scripts for students, is the ad hoc reviewer of over 30 peer-reviewed journals, and editorial member of peer-reviewed journals. Prof. Szablewski’s research focuses on cell physiology, genetics, and pathophysiology. He works on the damage caused by lack of glucose homeostasis and changes in the expression and/or function of glucose transporters due to various diseases. He has given lectures, seminars, and exercises for students at the Medical University.",institutionString:"Medical University of Warsaw",institution:{name:"Medical University of Warsaw",country:{name:"Poland"}}},{id:"173123",title:"Dr.",name:"Maitham",middleName:null,surname:"Khajah",slug:"maitham-khajah",fullName:"Maitham Khajah",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/173123/images/system/173123.jpeg",biography:"Dr. Maitham A. Khajah received his degree in Pharmacy from Faculty of Pharmacy, Kuwait University, in 2003 and obtained his PhD degree in December 2009 from the University of Calgary, Canada (Gastrointestinal Science and Immunology). Since January 2010 he has been assistant professor in Kuwait University, Faculty of Pharmacy, Department of Pharmacology and Therapeutics. His research interest are molecular targets for the treatment of inflammatory bowel disease (IBD) and the mechanisms responsible for immune cell chemotaxis. He cosupervised many students for the MSc Molecular Biology Program, College of Graduate Studies, Kuwait University. Ever since joining Kuwait University in 2010, he got various grants as PI and Co-I. He was awarded the Best Young Researcher Award by Kuwait University, Research Sector, for the Year 2013–2014. He was a member in the organizing committee for three conferences organized by Kuwait University, Faculty of Pharmacy, as cochair and a member in the scientific committee (the 3rd, 4th, and 5th Kuwait International Pharmacy Conference).",institutionString:"Kuwait University",institution:{name:"Kuwait University",country:{name:"Kuwait"}}},{id:"195136",title:"Dr.",name:"Aya",middleName:null,surname:"Adel",slug:"aya-adel",fullName:"Aya Adel",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/195136/images/system/195136.jpg",biography:"Dr. Adel works as an Assistant Lecturer in the unit of Phoniatrics, Department of Otolaryngology, Ain Shams University in Cairo, Egypt. Dr. Adel is especially interested in joint attention and its impairment in autism spectrum disorder",institutionString:"Ain Shams University",institution:{name:"Ain Shams University",country:{name:"Egypt"}}},{id:"94911",title:"Dr.",name:"Boulenouar",middleName:null,surname:"Mesraoua",slug:"boulenouar-mesraoua",fullName:"Boulenouar Mesraoua",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/94911/images/system/94911.png",biography:"Dr Boulenouar Mesraoua is the Associate Professor of Clinical Neurology at Weill Cornell Medical College-Qatar and a Consultant Neurologist at Hamad Medical Corporation at the Neuroscience Department; He graduated as a Medical Doctor from the University of Oran, Algeria; he then moved to Belgium, the City of Liege, for a Residency in Internal Medicine and Neurology at Liege University; after getting the Belgian Board of Neurology (with high marks), he went to the National Hospital for Nervous Diseases, Queen Square, London, United Kingdom for a fellowship in Clinical Neurophysiology, under Pr Willison ; Dr Mesraoua had also further training in Epilepsy and Continuous EEG Monitoring for two years (from 2001-2003) in the Neurophysiology department of Zurich University, Switzerland, under late Pr Hans Gregor Wieser ,an internationally known epileptologist expert. \n\nDr B. Mesraoua is the Director of the Neurology Fellowship Program at the Neurology Section and an active member of the newly created Comprehensive Epilepsy Program at Hamad General Hospital, Doha, Qatar; he is also Assistant Director of the Residency Program at the Qatar Medical School. \nDr B. Mesraoua's main interests are Epilepsy, Multiple Sclerosis, and Clinical Neurology; He is the Chairman and the Organizer of the well known Qatar Epilepsy Symposium, he is running yearly for the past 14 years and which is considered a landmark in the Gulf region; He has also started last year , together with other epileptologists from Qatar, the region and elsewhere, a yearly International Epilepsy School Course, which was attended by many neurologists from the Area.\n\nInternationally, Dr Mesraoua is an active and elected member of the Commission on Eastern Mediterranean Region (EMR ) , a regional branch of the International League Against Epilepsy (ILAE), where he represents the Middle East and North Africa(MENA ) and where he holds the position of chief of the Epilepsy Epidemiology Section; Dr Mesraoua is a member of the American Academy of Neurology, the Europeen Academy of Neurology and the American Epilepsy Society.\n\nDr Mesraoua's main objectives are to encourage frequent gathering of the epileptologists/neurologists from the MENA region and the rest of the world, promote Epilepsy Teaching in the MENA Region, and encourage multicenter studies involving neurologists and epileptologists in the MENA region, particularly epilepsy epidemiological studies. \n\nDr. Mesraoua is the recipient of two research Grants, as the Lead Principal Investigator (750.000 USD and 250.000 USD) from the Qatar National Research Fund (QNRF) and the Hamad Hospital Internal Research Grant (IRGC), on the following topics : “Continuous EEG Monitoring in the ICU “ and on “Alpha-lactoalbumin , proof of concept in the treatment of epilepsy” .Dr Mesraoua is a reviewer for the journal \"seizures\" (Europeen Epilepsy Journal ) as well as dove journals ; Dr Mesraoua is the author and co-author of many peer reviewed publications and four book chapters in the field of Epilepsy and Clinical Neurology",institutionString:"Weill Cornell Medical College in Qatar",institution:{name:"Weill Cornell Medical College in Qatar",country:{name:"Qatar"}}},{id:"282429",title:"Prof.",name:"Covanis",middleName:null,surname:"Athanasios",slug:"covanis-athanasios",fullName:"Covanis Athanasios",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/282429/images/system/282429.jpg",biography:null,institutionString:"Neurology-Neurophysiology Department of the Children Hospital Agia Sophia",institution:null},{id:"190980",title:"Prof.",name:"Marwa",middleName:null,surname:"Mahmoud Saleh",slug:"marwa-mahmoud-saleh",fullName:"Marwa Mahmoud Saleh",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/190980/images/system/190980.jpg",biography:"Professor Marwa Mahmoud Saleh is a doctor of medicine and currently works in the unit of Phoniatrics, Department of Otolaryngology, Ain Shams University in Cairo, Egypt. She got her doctoral degree in 1991 and her doctoral thesis was accomplished in the University of Iowa, United States. Her publications covered a multitude of topics as videokymography, cochlear implants, stuttering, and dysphagia. She has lectured Egyptian phonology for many years. Her recent research interest is joint attention in autism.",institutionString:"Ain Shams University",institution:{name:"Ain Shams University",country:{name:"Egypt"}}},{id:"259190",title:"Dr.",name:"Syed Ali Raza",middleName:null,surname:"Naqvi",slug:"syed-ali-raza-naqvi",fullName:"Syed Ali Raza Naqvi",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/259190/images/system/259190.png",biography:"Dr. Naqvi is a radioanalytical chemist and is working as an associate professor of analytical chemistry in the Department of Chemistry, Government College University, Faisalabad, Pakistan. Advance separation techniques, nuclear analytical techniques and radiopharmaceutical analysis are the main courses that he is teaching to graduate and post-graduate students. In the research area, he is focusing on the development of organic- and biomolecule-based radiopharmaceuticals for diagnosis and therapy of infectious and cancerous diseases. Under the supervision of Dr. Naqvi, three students have completed their Ph.D. degrees and 41 students have completed their MS degrees. He has completed three research projects and is currently working on 2 projects entitled “Radiolabeling of fluoroquinolone derivatives for the diagnosis of deep-seated bacterial infections” and “Radiolabeled minigastrin peptides for diagnosis and therapy of NETs”. He has published about 100 research articles in international reputed journals and 7 book chapters. Pakistan Institute of Nuclear Science & Technology (PINSTECH) Islamabad, Punjab Institute of Nuclear Medicine (PINM), Faisalabad and Institute of Nuclear Medicine and Radiology (INOR) Abbottabad are the main collaborating institutes.",institutionString:"Government College University",institution:{name:"Government College University, Faisalabad",country:{name:"Pakistan"}}},{id:"58390",title:"Dr.",name:"Gyula",middleName:null,surname:"Mozsik",slug:"gyula-mozsik",fullName:"Gyula Mozsik",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/58390/images/system/58390.png",biography:"Gyula Mózsik MD, Ph.D., ScD (med), is an emeritus professor of Medicine at the First Department of Medicine, Univesity of Pécs, Hungary. He was head of this department from 1993 to 2003. His specializations are medicine, gastroenterology, clinical pharmacology, clinical nutrition, and dietetics. His research fields are biochemical pharmacological examinations in the human gastrointestinal (GI) mucosa, mechanisms of retinoids, drugs, capsaicin-sensitive afferent nerves, and innovative pharmacological, pharmaceutical, and nutritional (dietary) research in humans. He has published about 360 peer-reviewed papers, 197 book chapters, 692 abstracts, 19 monographs, and has edited 37 books. He has given about 1120 regular and review lectures. He has organized thirty-eight national and international congresses and symposia. He is the founder of the International Conference on Ulcer Research (ICUR); International Union of Pharmacology, Gastrointestinal Section (IUPHAR-GI); Brain-Gut Society symposiums, and gastrointestinal cytoprotective symposiums. He received the Andre Robert Award from IUPHAR-GI in 2014. Fifteen of his students have been appointed as full professors in Egypt, Cuba, and Hungary.",institutionString:"University of Pécs",institution:{name:"University of Pecs",country:{name:"Hungary"}}},{id:"277367",title:"M.Sc.",name:"Daniel",middleName:"Martin",surname:"Márquez López",slug:"daniel-marquez-lopez",fullName:"Daniel Márquez López",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/277367/images/7909_n.jpg",biography:"Msc Daniel Martin Márquez López has a bachelor degree in Industrial Chemical Engineering, a Master of science degree in the same área and he is a PhD candidate for the Instituto Politécnico Nacional. His Works are realted to the Green chemistry field, biolubricants, biodiesel, transesterification reactions for biodiesel production and the manipulation of oils for therapeutic purposes.",institutionString:null,institution:{name:"Instituto Politécnico Nacional",country:{name:"Mexico"}}},{id:"196544",title:"Prof.",name:"Angel",middleName:null,surname:"Catala",slug:"angel-catala",fullName:"Angel Catala",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/196544/images/system/196544.jpg",biography:"Angel Catalá studied chemistry at Universidad Nacional de La Plata, Argentina, where he received a Ph.D. in Chemistry (Biological Branch) in 1965. From 1964 to 1974, he worked as an Assistant in Biochemistry at the School of Medicine at the same university. From 1974 to 1976, he was a fellow of the National Institutes of Health (NIH) at the University of Connecticut, Health Center, USA. From 1985 to 2004, he served as a Full Professor of Biochemistry at the Universidad Nacional de La Plata. He is a member of the National Research Council (CONICET), Argentina, and the Argentine Society for Biochemistry and Molecular Biology (SAIB). His laboratory has been interested for many years in the lipid peroxidation of biological membranes from various tissues and different species. Dr. Catalá has directed twelve doctoral theses, published more than 100 papers in peer-reviewed journals, several chapters in books, and edited twelve books. He received awards at the 40th International Conference Biochemistry of Lipids 1999 in Dijon, France. He is the winner of the Bimbo Pan-American Nutrition, Food Science and Technology Award 2006 and 2012, South America, Human Nutrition, Professional Category. In 2006, he won the Bernardo Houssay award in pharmacology, in recognition of his meritorious works of research. Dr. Catalá belongs to the editorial board of several journals including Journal of Lipids; International Review of Biophysical Chemistry; Frontiers in Membrane Physiology and Biophysics; World Journal of Experimental Medicine and Biochemistry Research International; World Journal of Biological Chemistry, Diabetes, and the Pancreas; International Journal of Chronic Diseases & Therapy; and International Journal of Nutrition. He is the co-editor of The Open Biology Journal and associate editor for Oxidative Medicine and Cellular Longevity.",institutionString:"Universidad Nacional de La Plata",institution:{name:"National University of La Plata",country:{name:"Argentina"}}},{id:"186585",title:"Dr.",name:"Francisco Javier",middleName:null,surname:"Martin-Romero",slug:"francisco-javier-martin-romero",fullName:"Francisco Javier Martin-Romero",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bSB3HQAW/Profile_Picture_1631258137641",biography:"Francisco Javier Martín-Romero (Javier) is a Professor of Biochemistry and Molecular Biology at the University of Extremadura, Spain. He is also a group leader at the Biomarkers Institute of Molecular Pathology. Javier received his Ph.D. in 1998 in Biochemistry and Biophysics. At the National Cancer Institute (National Institute of Health, Bethesda, MD) he worked as a research associate on the molecular biology of selenium and its role in health and disease. After postdoctoral collaborations with Carlos Gutierrez-Merino (University of Extremadura, Spain) and Dario Alessi (University of Dundee, UK), he established his own laboratory in 2008. The interest of Javier's lab is the study of cell signaling with a special focus on Ca2+ signaling, and how Ca2+ transport modulates the cytoskeleton, migration, differentiation, cell death, etc. He is especially interested in the study of Ca2+ channels, and the role of STIM1 in the initiation of pathological events.",institutionString:null,institution:{name:"University of Extremadura",country:{name:"Spain"}}},{id:"217323",title:"Prof.",name:"Guang-Jer",middleName:null,surname:"Wu",slug:"guang-jer-wu",fullName:"Guang-Jer Wu",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/217323/images/8027_n.jpg",biography:null,institutionString:null,institution:null},{id:"148546",title:"Dr.",name:"Norma Francenia",middleName:null,surname:"Santos-Sánchez",slug:"norma-francenia-santos-sanchez",fullName:"Norma Francenia Santos-Sánchez",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/148546/images/4640_n.jpg",biography:null,institutionString:null,institution:null},{id:"272889",title:"Dr.",name:"Narendra",middleName:null,surname:"Maddu",slug:"narendra-maddu",fullName:"Narendra Maddu",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/272889/images/10758_n.jpg",biography:null,institutionString:null,institution:null},{id:"242491",title:"Prof.",name:"Angelica",middleName:null,surname:"Rueda",slug:"angelica-rueda",fullName:"Angelica Rueda",position:"Investigador Cinvestav 3B",profilePictureURL:"https://mts.intechopen.com/storage/users/242491/images/6765_n.jpg",biography:null,institutionString:null,institution:null},{id:"88631",title:"Dr.",name:"Ivan",middleName:null,surname:"Petyaev",slug:"ivan-petyaev",fullName:"Ivan Petyaev",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Lycotec (United Kingdom)",country:{name:"United Kingdom"}}},{id:"423869",title:"Ms.",name:"Smita",middleName:null,surname:"Rai",slug:"smita-rai",fullName:"Smita Rai",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Integral University",country:{name:"India"}}},{id:"424024",title:"Prof.",name:"Swati",middleName:null,surname:"Sharma",slug:"swati-sharma",fullName:"Swati Sharma",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Integral University",country:{name:"India"}}},{id:"439112",title:"MSc.",name:"Touseef",middleName:null,surname:"Fatima",slug:"touseef-fatima",fullName:"Touseef Fatima",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Integral University",country:{name:"India"}}},{id:"424836",title:"Dr.",name:"Orsolya",middleName:null,surname:"Borsai",slug:"orsolya-borsai",fullName:"Orsolya Borsai",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Agricultural Sciences and Veterinary Medicine of Cluj-Napoca",country:{name:"Romania"}}},{id:"422262",title:"Ph.D.",name:"Paola Andrea",middleName:null,surname:"Palmeros-Suárez",slug:"paola-andrea-palmeros-suarez",fullName:"Paola Andrea Palmeros-Suárez",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Guadalajara",country:{name:"Mexico"}}}]}},subseries:{item:{id:"5",type:"subseries",title:"Parasitic Infectious Diseases",keywords:"Blood Borne Parasites, Intestinal Parasites, Protozoa, Helminths, Arthropods, Water Born Parasites, Epidemiology, Molecular Biology, Systematics, Genomics, Proteomics, Ecology",scope:"Parasitic diseases have evolved alongside their human hosts. In many cases, these diseases have adapted so well that they have developed efficient resilience methods in the human host and can live in the host for years. Others, particularly some blood parasites, can cause very acute diseases and are responsible for millions of deaths yearly. Many parasitic diseases are classified as neglected tropical diseases because they have received minimal funding over recent years and, in many cases, are under-reported despite the critical role they play in morbidity and mortality among human and animal hosts. The current topic, Parasitic Infectious Diseases, in the Infectious Diseases Series aims to publish studies on the systematics, epidemiology, molecular biology, genomics, pathogenesis, genetics, and clinical significance of parasitic diseases from blood borne to intestinal parasites as well as zoonotic parasites. We hope to cover all aspects of parasitic diseases to provide current and relevant research data on these very important diseases. In the current atmosphere of the Coronavirus pandemic, communities around the world, particularly those in different underdeveloped areas, are faced with the growing challenges of the high burden of parasitic diseases. At the same time, they are faced with the Covid-19 pandemic leading to what some authors have called potential syndemics that might worsen the outcome of such infections. Therefore, it is important to conduct studies that examine parasitic infections in the context of the coronavirus pandemic for the benefit of all communities to help foster more informed decisions for the betterment of human and animal health.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/5.jpg",hasOnlineFirst:!0,hasPublishedBooks:!0,annualVolume:11401,editor:{id:"67907",title:"Dr.",name:"Amidou",middleName:null,surname:"Samie",slug:"amidou-samie",fullName:"Amidou Samie",profilePictureURL:"https://mts.intechopen.com/storage/users/67907/images/system/67907.jpg",biography:"Dr. Amidou Samie is an Associate Professor of Microbiology at the University of Venda, in South Africa, where he graduated for his PhD in May 2008. He joined the Department of Microbiology the same year and has been giving lectures on topics covering parasitology, immunology, molecular biology and industrial microbiology. He is currently a rated researcher by the National Research Foundation of South Africa at category C2. He has published widely in the field of infectious diseases and has overseen several MSc’s and PhDs. His research activities mostly cover topics on infectious diseases from epidemiology to control. His particular interest lies in the study of intestinal protozoan parasites and opportunistic infections among HIV patients as well as the potential impact of childhood diarrhoea on growth and child development. He also conducts research on water-borne diseases and water quality and is involved in the evaluation of point-of-use water treatment technologies using silver and copper nanoparticles in collaboration with the University of Virginia, USA. 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