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In Bangladesh, stroke is the second leading non-communicable disease in terms of the cause of death and long-term disability. Those who survived from stroke attack need quality rehabilitation services to maintain their health and prevent them from death due to the second episode of stroke attack [2]. The quality of services can be viewed from many perspectives. However, the patient perspective is now given more importance because it can lead to the effectiveness of healthcare services and better health outcomes. Therefore, this study aims to examine the level of patient expectations and perceptions and the factors relating to the patient expectations and perceptions of outpatient post-stroke rehabilitation services delivery management in Bangladesh.
This chapter includes an overview of Bangladesh, health status and challenges, stroke definition and situation, post-stroke situation and how Bangladesh healthcare service systems respond to the post-stroke, stroke, and post-stroke care pathway and quality of post-stroke rehabilitation services as well as the methodology to examine the quality of post-stroke rehabilitation services and conceptual framework of this research study.
Bangladesh is one of the smallest and most densely populated countries in the world. It is a developing country and a founding member of the South Asian Association of Regional Cooperation (SAARC) to promote regional connectivity and cooperation. Additionally, it is a member of the Commonwealth of Nations [3].
Bangladesh is a country in the South Asia Region [3]. According to the Ministry of Health and Family Welfare [4], geographically it is divided into eight divisions/provinces, and the total land area of this country is 147,570 sq. km. Dhaka division is the central division, and Dhaka city is the capital city of Bangladesh followed by Rajshahi, Barishal, Chittagong, Sylhet, Mymensingh, Khulna, and Rangpur divisions. Bangladesh National Portal [5] reported that the divisions/provinces are divided into 64 districts and 11 metropolises. Under the districts, there are 491 sub-districts. The sub-districts contain 4553 union councils in the rural areas and 323 municipalities in the urban areas. Consequently, a ward is under the municipality and the municipality is under the metropolis. There is no specific number of wards and villages. Figure 1 demonstrates the overall administrative geography of the government of Bangladesh.
The administrative geography of the Government of Bangladesh. Adopted from: Bangladesh National Portal [
The World Bank [6] reported that approximately 162 million people are living in this country. The World Bank [6] also claimed that in 2016, there are nearly 1253 people per sq. km. However, nearly 35% of the total population are living in urban areas for their employment.
The economic status of the citizens is improving, but still, possibly 25% of the total population are living under the poverty line [7]. In the year 2016, the growth domestic product (GDP) per capita was 1358.78 US$, and in the same year, the annual growth rate was 7.11 US$ [6].
According to Muhammad et al. [8], the healthcare system of Bangladesh has achieved the Millennium Development Goal Four (MDG-4) by reducing infant mortality rate and growth rate, and maternal and child health improvement. Consequently, life expectancy at birth has increased. As an example, the World Bank [9] reported that in 2005, the life expectancy at birth was 67.94 years and in the year 2015, it reached 72.22 years (i.e. male 70.59 years and female 73.94 years). It is comparatively higher than other state members in SAARC. As evidence, the Bhutanese life expectancy was 69.8 years; Indian was 68.3 years, and Myanmar was 66.3 years in the year 2015 data. However, Ahmed et al. [10] claimed that the health system of Bangladesh had achieved MDG-4 and better life expectancy, though several life-threatening diseases still remain.
The top five causes of death in Bangladesh are heart disease, stroke, Chronic Obstetric Pulmonary Diseases (COPD), lower respiratory infections, and diabetes [11]. The mortality rate of infectious diseases, maternal, prenatal, and nutritional conditions gradually went down from 30.9% in the year 2010 to 25.3% of total death in the year 2015 [12]. Relatively, the mortality rate of non-communicable diseases is now rising and going to be a major health challenge and life-threatening diseases in Bangladesh [8]. NCDs caused almost 67% of the total death [9]. Significantly, stroke caused more than half of the total NCD fatalities in Bangladesh [13]. And due to the shortage of the health workforce and inefficient management, it was difficult to provide proper services for people who had strokes [4]. Table 1 demonstrated all related data by selecting the major geographical, socio-demographic, economic, and health status of the citizens of Bangladesh.
According to the American Stroke Association [15], stroke is one of the NCDs which is a medical emergency characterized by a neurological deficit attributed to an acute focal injury of the central nervous system (CNS) by a vascular cause, including cerebral infarction, intracerebral hemorrhage (ICH), and subarachnoid hemorrhage (SAH) and it is a major cause of disability and death worldwide.
Nearly 4.46 million people have died due to stroke per year; 1.2 million in developed countries and nearly 3.2 million in developing countries [16]. For example, stroke was the 4th leading cause of death for US citizens in the year 2010 [17]. In every 40 seconds, someone was attacked by a stroke, and in every 4 minutes, someone died because of the stroke. It was also the leading cause of long-term disability in the United States. Similarly, in the year 2012 Australia projected that 377,000 people had a stroke sometime in their lives; and in 2013, the estimated deaths due to stroke were 8100 people [18]. Additionally, the stroke prevalence in European countries was also more similar to that in other countries. In 2015, it was found that, in the Netherlands, 0.2% of the total population had suffered from stroke each year [19]. Moreover, in 2008, around 3.7 million Southeast Asian people died from stroke. Islam et al. [20] reported that in Bangladesh, approximately 48,951 people had died due to stroke.
According to mortality, morbidity, and long-term disability rate, stroke is the second leading NCD in Bangladesh [11]. Nearly 113.9 persons per 100,000 had died due to stroke in the year 2013, and the increasing rate per year was 4.9% [21]. A total of 20% stroke patients died immediately in the acute phase, and 80% of the stroke survivors lived with minor or major disabilities [22]. Moreover, Centre for Injury Prevention Health Development and Research Bangladesh (CIPRB) [23] reported that approximately 15 out of 1000 Bangladeshi people were affected by stroke. Additionally, Islam et al. [20] found that the prevalence of stroke is 0.03% and it is snowballing. Nearly 485 out of 10,000 people died suffering from stroke disability [20]. Mamin et al. [24] found that nearly 82.5% Bangladeshi stroke survivors’ age ranged between 41 and 60 years. Consequently, the big proportions of working people have lost their functional ability and it greatly impacts the economy of Bangladesh.
The American Stroke Association [25] claimed that the stroke effects depend on the lesion of the area of the brain cell. Different areas of the brain cell are responsible for different activities. Due to the lesion of the brain cell, the stroke effects can be physical paralysis, memory loss, speech loss, emotional, and behavioral problems. Wolfe [26] claimed that the stroke impacts could be explained from the perspectives of the government, society, family, and patient. From there, the socio-economic impact of stroke is more common in developing countries. Similarly, Institute for Health Metrics and Evaluation [11] reported that a stroke is a great economic burden for a developing country like Bangladesh.
According to Mamin et al. [24], nearly 77% of stroke survivors were public or private or self-employed in Bangladesh. Similarly, Global Health Statistics [21] reported that a big proportion of the working-age group and healthy life had been lost due to stroke in Bangladesh. For example, an estimated 1259.1 people at the age range of 30–34, 9102.9 people at the age range of 50–54, and 21695.5 people at the age range of 60–64 were affected by stroke and lost their functional life in the year 2014. Therefore, the government of Bangladesh has lost a big proportion of its workforce, and it greatly impacts the government and the economy.
Besides, Mohammad [22] claimed that the physical limitation of the patients greatly impacted the patients’ participation in the social programs or activities in society. They need long-term hospitalization and rehabilitation services, and the family has to look after them. However, Disability in Bangladesh (2004) reported that it is difficult to bear the whole treatment cost and the health system of Bangladesh has no health insurance package for their citizens. Therefore, it is also an economic burden for their families [11]. According to Mohammad [22], the burden of stroke is not only for their families, but it is also a burden for the patient because of their post-stroke disabilities and impairments.
The post-stroke means a group of conditions including physical disability, emotional disturbance, and loss of cognition [27]. At the post-stroke phase, patients suffered from several complications; such as pressure sores, urinary tract infections (UTI), joint contraction, aspiration pneumonia, and recurrent stroke due to lack of proper healthcare services [2]. Consequently, these complications could be a leading reason for readmission and also for excruciating death. Gordon et al. [28] reported that daily activity or daily routine exercise helps the post-stroke patients’ to reduce immobility and make them as functional as possible. Therefore, the post-stroke phase is more crucial. Additionally, Runa [29] found that post-stroke complication is a very common problem in Bangladesh.
Accordingly, Mohammad [22] claimed that better care and rehabilitation services could get them back to their independent life. The better quality of healthcare services means a better patient experience, and it is associated with better health outcomes with a higher level of loyalty to follow preventive and treatment strategies of the hospital personnel [30]. Therefore, the healthcare system needs to ensure better and sustainable healthcare services to reduce post-stroke patients’ complications by increasing the better patient experience and patient participation in healthcare [31].
The health system is a dynamic and enduring obligation to peoples’ health throughout their lifespan [32]. The primary purpose of the health system is to provide healthcare services to promote, restore or maintain the health of the nation [33]. According to the healthcare policy and
All the national specialized and medical college hospitals are providing the tertiary level of healthcare services [10]. According to the Ministry of Health and Family Welfare [4], there are numerous condition-based specialized hospitals and 14 medical college hospitals that provide the tertiary level of healthcare services, and these are the highest level of referral hospitals in the health system of Bangladesh. Ahmad [36] reported that this tertiary care concentrated more on curative and intensive healthcare services along with rehabilitative care services and ignored the promotive and preventive care services. Besides, Mamin et al. [24] claimed that the public hospitals also wanted to avoid these rehabilitation services in the health systems of Bangladesh.
In regard to stroke care, all public and private hospitals are serving their in-patient intensive curative care and treatment services [4]. However, only a few of them are providing after-stroke rehabilitation services at the physical rehabilitation department on an out-patient basis [37]. Separately, the non-profit organization as the Centre for the Rehabilitation of the Paralyzed (CRP) is providing after-stroke rehabilitation services in both ways (i.e. in-patient and out-patient basis) [38]. The CRP also extended its branches and services across the six divisions in the health systems of Bangladesh [39].
According to the Ministry of Health and Family Welfare [4], secondary care or less intensive care is being provided at the district general hospitals. There are 62 district general hospitals to serve their secondary care services throughout the districts of the country. Secondary care includes curative, promotive, and preventive services. The promotive and preventive care services are being provided only for infectious diseases (i.e. Tuberculosis, Malaria, influenza, etc.) [40]. These secondary care hospitals are the first referral hospital in the health system of Bangladesh, and it does not provide rehabilitation services.
According to the Ministry of Health and Family Welfare [4], primary care includes curative, promotive, and preventive treatment facilities along with rehabilitative services. The primary care services are being provided at the sub-district or Upazila level, union level, and community level. At this primary care level, the public sector provided the services free of charge. The Upazila health complex and Union sub-centers are committed to providing curative, promotive, and preventive services only. There are 491 Upazila health complex hospitals and 3134 Union Sub-centers at the primary care level to provide in-patient and out-patient services. There are 13,336 community clinics serving maternal and child-related outdoor primary care services with basic medicines. Besides, Biswas et al. [40] reported that the Upazila health complex with the cooperation of NGOs has been running an NCD corner (i.e. fast-track corner) at the primary care level of Bangladesh to prevent the risk factors of NCDs. Consequently, due to the lack of healthcare personnel of the public sector, the NGOs are providing community-based rehabilitation services at this primary care level free of charge.
Table 2 lists all the hospitals and other healthcare facilities beneath the Directorate General of Health Services (DGHS) of the Ministry of Health and Family Welfare of Bangladesh. There is no list of private hospitals; thus, only public hospitals’ information is listed in the table. In this table, the type of hospital services includes inpatient and outpatient types of services.
Subject | Indicators | Value |
---|---|---|
Area | Total land area (sq. km) | 147,570 |
Population | Total population in the year 2016 (in million) Density in 2016 (per sq. km) Crude birth rate in 2015 (per 1000) Crude death rate in 2015 (per 1000) | 162 1251.84 19.23 5.31 |
Life-expectancy | Male in the year 2016 (at birth) Female in the year 2016 (at birth) Total in the year 2016 (at birth) | 70.59 73.94 72.22 |
Economic condition | GDP per capita in 2016 (US $) GDP per capita PPP in 2016 (US $) Annual Growth rate in 2016 | 1358.78 3580.70 7.11 |
Ethnicity | Muslim (% of total population) Hinduism (% of total population) Others (% of total population) | 90 9 1 |
Communicable diseases | Total mortality rate in 2015 (% of total death) | 25.3 |
Non-communicable diseases | Total mortality rate in 2015 (% of total death) | 66.9 |
Level of facilities | Type of facilities | Type of services | Total no. of facilities | Bed occupancy |
---|---|---|---|---|
Secondary & Tertiary level hospitals and other facilities under DGHS | ||||
District | 50-bed hospital District & General hospital | Hospital Hospital | 2 65 | 100 10,328 |
Divisional & National level | Chest diseases hospital Dental college hospital Hospital for alternative medicine Infectious disease hospital Leprosy hospital Medical college hospital Other hospitals Specialized hospital Specialty post-graduate institute and hospital Trauma centre Chittagong skin & hygiene treatment centre National asthma centre National centre for control of rheumatoid fever and heart diseases | Hospital Hospital Hospital Hospital Hospital Hospital Hospital Hospital Hospital Hospital Hospital Hospital Hospital | 13 1 2 5 3 14 4 3 11 5 1 1 1 | 866 200 200 180 130 12,963 325 850 3184 100 N/A N/A N/A |
Total number of hospitals and other facilities | 131 | 29,426 | ||
Primary level healthcare facilities | ||||
Upazila | Upazila health complex (50 bed) Upazila health complex (31 bed) Upazila health complex (10 bed) Upazila health complex (0 bed) Upazila health office 31-bed hospital 30-bed hospital | Hospital Hospital Hospital Hospital Outdoor Hospital Hospital | 297 113 11 3 60 5 2 | 14,850 3503 110 0 …… 155 60 |
Total Upazila level facilities | 491 | 18,678 | ||
Union | 20-bed hospital 10-bed hospital Union sub-center Union health and family welfare center | Hospital Hospital Outdoor Outdoor | 32 19 1498 1585 | 640 190 …… …… |
Total union level facilities | 3134 | 830 | ||
Word | Community clinic (at present) | Outdoor | 13,336 | …… |
Grand total primary level hospitals | 482 | 19,508 | ||
Grand total primary level facilities | 16,968 | 19,508 | ||
Grand total health facilities under DGHS of Bangladesh | 17,099 | 48,934 |
The hospitals and other healthcare facilities under the DGHS of Bangladesh.
Source: Ministry of Health and Family Welfare [4].
The Ministry of Health and Family Welfare [41] reported that there were 74,099 physicians, 6,481 dental surgeons, almost 46,000 registered nurses, 775 pharmacists, 6,029 medical technologists, and 66,623 community health workers. The number of physicians and population ratio was 4.5 per 10,000 populations. There was no more data on the rehabilitation professionals, only a little information available about the physical therapist. The Ministry of Health and Family Welfare [4] reported that in the public sector, nearly 117 physiotherapists are working. Separately, World Confederation for Physical Therapy (WCPT) [42] reported that approximately 1,600 physiotherapists are working in the whole Bangladesh healthcare service sectors. According to a 2016 report of the Bangladesh Health Professionals Institute (BHPI), 241 occupational therapists have graduated and are working in various national and international organizations and hospitals in the country and abroad [43]. The Society of Speech and Language Therapists (SSLTs) reports that speech and language therapy is a relatively new profession in comparing with other rehabilitation professions in Bangladesh and as of 2016, there are 104 graduate speech and language therapists those are working in various national and international healthcare organizations in Bangladesh [44]. Approximately, 25 to 30 students from each department of BHPI (the academic institute of CRP) (Occupational Therapy and Speech and Language Therapy) completing their graduate program each year and initiate clinical practices [39]. Table 3 demonstrated the healthcare personnel and population ratio of serving healthcare services healthcare services in Bangladesh. Therefore, the availability of rehabilitation services and the fee for the services are the greatest challenge for the person with rehabilitation service needs.
Healthcare providers and population ratio | ||
---|---|---|
Healthcare personnel | Number | Ratio |
Physician | 74,099 | 4.5: 10,000 people |
Neurologist | 60 | 0.004: 10,000 people |
Dental surgeons | 6481 | 0.40: 10,000 people |
Registered nurse | 46,000 | 2.84: 10,000 people |
Physical therapist | 1600 | 0.1: 10,000 people |
Occupational Therapist | 241 | 0.024: 10,000 people |
Speech and Language Therapist | 104 | 0.010: 10,000 People |
Community health worker | 66,623 | 4.11: 10,000 people |
According to Bangladesh National Health Accounts [45], the total health expenditure was only 3.5% of the total GDP. It is relatively low, and according to per capita, the health expenditure was 27 US$. However, from this expenditure, the government invested only 23%, and the rest of the amount came from out-of-pocket payments. According to Ahmed et al. [10], this out-of-pocket payment was almost 63% of total healthcare cost. Besides, there was no specific budget for stroke and post-stroke patients and their healthcare services. Moreover, the Ministry of Health and Family Welfare [4] reported that they invested only 2714 million BDT taka (32 million US$) for overall NCDs surveillance. This was a very small expenditure compared to the expenditures on communicable and maternal diseases (i.e. 579 million US$) in the healthcare service system of Bangladesh. Therefore, financial challenge is a big challenge to provide NCD-related healthcare programs in the healthcare system of Bangladesh.
Since the liberation, the health system of Bangladesh has been concentrating on controlling communicable and maternal and child-related diseases [10]. Global Health Statistics [21] reported that within the last decade the burden of NCDs is snowballing and has become a major health challenge for Bangladeshi citizens. Furthermore, the Ministry of Health and Family Welfare concentrated on this issue, and with the cooperation of NGOs and private organizations, they developed different policies and had been implementing these to strengthen the healthcare system of Bangladesh [40].
There is no specific policy and program for after-stroke disability. All the policies are focused on preventive and promotive health care services to control the risk factors of NCDs including stroke. However, these services are also important to reduce the second episode of stroke attack [46] such as the Health, Nutrition and Population Strategic Investment Plan (HNPSI) for six years (2016–2021) to inter-organization collaborative work and improve healthy lifestyles [4];
The health system of Bangladesh has been following a pluralistic healthcare system. The Ministry of Health and Family Welfare is the main government organization of the health system of Bangladesh [4]. This ministry is responsible for providing curative, promotive, and preventive services through tertiary care, secondary care, and primary care organizations. For rehabilitation services, the Ministry of Social Welfare is the responsible government organization, but at present both ministries (i.e. Ministry of Health and Family Welfare and Ministry of Social Welfare) are working collaboratively to serve rehabilitation services at the different levels of healthcare services [47].
The public sector in the health systems of Bangladesh did not concentrate more on rehabilitation services [24]. Thus, the private sectors (for-profit organizations) and NGOs (not-for-profit organizations) extended their healthcare services including rehabilitation services [20]. A few of the private hospitals are providing post-stroke rehabilitation services at tertiary care level hospitals on an inpatient and outpatient basis. Along with the private sectors, several NGOs under the Ministry of Social Welfare have been offering post-stroke rehabilitation services within the community and hospital [40]. These NGOs are the Bangladesh Rehabilitation Assistance Committee (BRAC), Handicap International (HI), International Committee of the Red Cross (ICRC), and the CRP (Handicap International (HI) [48] and Islam et al. [20]). The International Committee of the Red Cross (ICRC) with the collaboration of CRP has been providing rehabilitation services in the community [49]. While only the CRP provides hospital-based stroke rehabilitation services besides community-based rehabilitation services.
The CRP is offering rehabilitation services throughout the six divisions of the administrative geography of Bangladesh [39]. The CRP is also committed to provide Multi-Disciplinary Team (MDT) based rehabilitation services. According to Gresham et al. [50], the rehabilitation services by a multidisciplinary team provide better health outcomes after-stroke disabilities. The MDT approach consists of different specialists or professionals, those working in a team according to the needs of the patient [51]. In this approach, all professionals are offering their highest potential skills to change the patients’ condition as much as possible. Figure 2 demonstrates the overall service structures of the Bangladesh healthcare system.
Health service systems structure in Bangladesh health systems. Adopted from:
According to CRP [39], the CRP is a not-for-profit NGO to serve rehabilitation services for person with disabilities. CRP’s vision is “to ensure the inclusion of girls and boys, women and men with disabilities into mainstream society.” To achieve this vision, CRP worked with several missions such as “to promote an environment where all girls and boys, women and men with disabilities have equal access to health, rehabilitation, education, employment, the physical environment, and information.” The CRP is coordinated by a committee, and it is committed to serving quality services.
Trust for Rehabilitation of the Paralyzed (TRP) is the central committee and all the decisions such as policy, programs, and implementation are being addressed by the recommendation of this committee. The executive director coordinates all the CRP services throughout the CRP branches. The program manager helps the executive director to coordinate all the programs. The program manager divides all the CRP activities into various programs or services. Every wing is being coordinated by the head of the wing along with several heads of the departments. Additionally, there is the academic wing to provide the skillful rehabilitation professionals to serve the quality services toward the patients. It has ten branches, and the medical service wing is responsible for serving all healthcare services.
In this context, the physical therapy department is responsible for recovering physical functions, the occupational therapy department for recovering daily activities, and the speech and language therapy department for recovering communication and swallowing difficulties. According to CRP policy, all medical professionals have to wear hospital uniform during therapy services. Only the five CRP divisional hospital branches (i.e. Rajshahi, Chittagong, Barisal, Sylhet- Moulvibazar, and Mymensingh branches) along with the main branch of Dhaka division has been providing the out-patient medical services and rehabilitation services. The rest of the branches are responsible for providing Community-Based Rehabilitation (CBR) services and health promotion and prevention activities beneath the rehabilitation wing. CBR is offering these services five full days a week, from 8 am to 5 pm. There are several departments, and the research and evaluation department coordinates all the research-oriented formalities in the CRP. CBR collects donation and undergoes several income-generating activities to enhance the endowment to run the healthcare services (i.e. CRP cafeteria, nursery, woodshop, etc.). Figure 3 demonstrates the CRP management organogram with several services and activities throughout the country.
The organogram of the CRP activities in Bangladesh. Sources: Adapted from [
The CRP (2016) reported that all of 755 dedicated employees are working throughout this organization and its branches. However, there is no exact data for the total number of separate rehabilitation professionals.
The rehabilitation service systems and stroke care depend on the severity of the patients and the episodes of the stroke attack [52]. They have mentioned two phases; the acute phase and the sub-acute phase of stroke care. However, Pitthayapong et al. [2] added the post-stroke phase and it is started at the end of the acute and subacute periods of stroke.
Acute stroke care means care that takes place 24–48 hours after stroke, and during this period they need more intensive comprehensive services including rehabilitation if possible [52]. Particularly, inpatient rehabilitation care units of the hospitals serve the acute stroke care services, and the tertiary/specialized hospitals and divisional general hospitals provide comprehensive stroke care services under the healthcare services structure of Bangladesh ([53]; Bhowmik et al. [7]; & Nessa et al. [37]).
At the end of the acute period of stroke, the sub-acute period of stroke starts, and the duration of this phase is one week until one month [52]. At this period the neurological condition of the stroke patients is more stabilized than during the acute stroke period, and from this phase, they attend a regular rehabilitation program [54]. The acute and sub-acute stroke patient services are similarly available in the tertiary/specialized hospitals and divisional general hospitals in Bangladesh (Directorate General of Health Services [53]; Bhowmik et al. [7]; Nessa et al. [37]).
Post-stroke care is care that started at the end of the acute and sub-acute phase of stroke patients [55]. However, Habib and Hirschfeld [56] found that the post-stroke care with the integration of rehabilitation services was effective. The limited specialized public and private hospitals at the tertiary level and the CRP hospital provide after-stroke/post-stroke rehabilitation services. The NGOs and Upazila health complex hospitals provide preventive and promotive services for reducing the risk factors of the second episode of stroke attack in the health systems of Bangladesh (Biswas et al. [40] & Ahmed et al. [10]).
The stroke care pathways in the Bangladesh health service system are complex and difficult to control. According to Biswas et al. [40], first, the patient visits the Upazila health complex, and if the responsible health professional notices any signs and symptoms of the stroke risk factors, then they suggest that the patient has to continue the preventive and promotive services from the NCDs corner. Directorate General of Health Services [53] reported that according to the stroke management guideline; if the patient needs emergency services, they are referred to the district hospital for secondary care. Thus, the district hospital takes care of this patient according to their available resources. If the patient’s condition becomes more severe, then the district hospital refers the patient to the tertiary or specialized hospitals for more intensive care and neurological treatment.
According to this stroke management guideline, after completing the acute stage, some of the hospitals send them to the rehabilitation hospital or the rehabilitation unit of the hospitals for early rehabilitation services [53]. Moreover, the rehabilitation professionals are working with those post-stroke patients with a set of standard goals, and after achieving this goal, they send them back to the community or home to continue community-based rehabilitation services by several NGOs [10, 20, 39]. Similarly, they are continuing preventive and promotive services through NCDs corner of the primary care level to reduce the second chance of stroke attack [40]. This study concentrated only on the post-stroke out-patient rehabilitation services system in Bangladesh. According to Ahmed et al. [10], CRP is a rehabilitation center for serving post-stroke rehabilitation services in Bangladesh. It is serving hospital-based inpatient, out-patient, domiciliary, and community-based rehabilitation services. Figure 4 shows the stroke and post-stroke care pathways along with the rehabilitation services in Bangladesh.
Stroke and post-stroke care pathways along with the rehabilitation services in Bangladesh. Adopted from: Directorate General of Health Services [
According to Runa [29], CRP is the biggest rehabilitation hospital in Bangladesh. It provides comprehensive post-stroke rehabilitation services following a Multi-Disciplinary Team (MDT) approach. The MDT team is composed of a physician, physiotherapist, occupational therapist, speech and language therapist, rehabilitation nurse, and patient’s caregiver.
According to the CRP service delivery process [39], at the first contact, the patient comes to the reception (1) to collect the serial token, and after collecting the token, they have to wait in the waiting areas (2) for MDT screening (3). The MDT professionals screen the patient’s condition and consequently recommend the patient for further rehabilitation services. According to the MDT recommendations, the patient goes to the laboratory (4) for the clinical test if recommended and reception (5) for the appointment of outpatient rehabilitation services. There are three departments; physical therapy, occupational therapy, and speech and language therapy for post-stroke rehabilitation services. After collecting the therapists’ appointment from the reception, the patient has to go to the recommended departments (6) to receive the therapy services and wait for therapy timing (7). However, the patient may have to visit several departments based on the patient’s needs. The repetition of the therapy session depends on the patients’ physical stability and availability of the therapy session. The three departments professional demonstrate a health education program (8) at the end of their therapy session. The main purpose of this program is to provide knowledge about stroke risk factors prevention and health promotional activities.
At the end of the session, according to the therapist’s recommendation, the patient may have to go to the pharmacy (9) and the reception (10) again for further appointments. Finally, the patient goes back home (11, 12) and comes again on another day for a laboratory report and the next appointments if needed. Otherwise, the patient and the patient’s caregiver can get help from CRP telemedicine services (13) and CBR services. Using this telecommunications service, they can continue their therapy services at home (Figure 5) [39].
Demonstrated the overall post-stroke outpatient rehabilitation services pathways in the CRP hospital. Sources and Adopted: From, CRP [
The Republic of India is a border country of Bangladesh. India is surrounded almost entirely by sharing its’ borders within west, north, and east areas. It has been following a three-tiered model of health care service delivery. These tiered models comprise of primary, secondary, and tertiary level of healthcare services. The primary healthcare centers are particularly focusing on prevention, recognition, and referral for rehabilitation. The secondary level at district hospitals has fortified with medical doctors and other general facilities. At the divisional level, all tertiary care hospitals have equipped with all specialized facilities that are provided by public and private healthcare organizations [57]. There are enormous differences in accessibility and affordability in private and public hospitals for post-stroke healthcare services. For this circumstance, it’s becoming a major challenge for the patients who are seeking quality healthcare facilities for after-stroke patients.
The Republic of the Union of Myanmar has been sharing its border with the country of Bangladesh. Myanmar has been following pluralistic healthcare system followed by public, private, and NGO sectors. Ministry of Health (MOH) and other professional organizations have been working collaboratively for reducing communicable diseases. While communicable diseases declined, non-communicable diseases have been rising as a major concerning issue in Myanmar. The Department of Health (DOH) is mainly responsible for ensuring healthcare services through rural health centres (RHCs) and sub-rural health centres (Sub-RHCs) in the corresponding the municipality, district, and regional health centers. Preventive, promotive, and rehabilitative services have been providing for all citizens as well as for post-stroke patients to reduce premature deaths. All RHCs, Sub-RHCs are providing primary care services and at the regional level has available emergency and specialized hospital services based on the patients’ need [58].
Nepal is a state of government that has spanned a decade of political disturbance, revolution, and ferocity from the years 1996 to 2006. That particularly affects the development of healthcare sectors in Nepal. In this regard, private sectors have been following a leading role in ensuring healthcare services for the citizens of Nepal. Nepal’s healthcare system is struggling to control infectious diseases and the Ministry of Health and Population (MoHP) has made a significant achievement in reducing infectious diseases. However, due to demographic changes and urbanization, the burden of national diseases has shifted from infectious to non-infectious disease patterns [59]. Wherein, 108 out of every 100,000 deaths in Nepal are occurring by cerebrovascular diseases and almost 543/100,000 persons have led a Disability-Adjusted Life Years (DALY) after their stroke [60]. Public and private sectors have been providing curative and rehabilitative services but, patients have to depend on the private sector for emergency and specialized hospital facilities. The affordability of medical treatment has considered a major role in accessing hospital facilities for all citizens. Besides, out-of-pocket payment is a very common problem in Nepal to receive in-patients hospital services.
The Royal Government of Bhutan provides free health care services by following the principles of primary healthcare strategy. Bhutan has improved slowly on the way to building a strong health system. However, the Ministry of Health (MoH) has faced several burdens of diseases where the prevalence of non-communicable diseases (NCDs) is aggravated. To fight against the growing trend of NCDs, Bhutan has applied a multisectoral national action plan to prevent health risks of NCDs [61].
The Maldives is a developing country where the government is the head of the country. The Maldives has achieved a distinguished improvement in the health status of all citizens in gaining five out of eight Millennium Development Goals (MDGs) that creates a strong basement in achieving sustainable development goals (SDGs). However, considering the socioeconomic and environmental changes, the country has faced new challenges in controlling non-communicable diseases (NCDs). About 81% of total deaths are caused by NCDs in the Maldives. To address the burden of NCDs, a multisectoral national plan of action has been developed and implemented in focusing on preventive and promotional health interventions to bring changes in lifestyles and reduce health risks of NCDs. The Ministry of Health (MoH) is primarily responsible for ensuring primary health care facilities for all citizens, where, some private hospitals and NGOs provide healthcare in collaboration with the public sector. The government has spent the maximum amount of the total budget in the health sector. For instance, out-of-pocket payments for healthcare services are declining [59, 62].
The burden of NCDs as well as stroke is not an issue of a particular country. Globally, it is now a common public health concerning issue. World Health Organization has been working worldwide in dropping down the risk of NCDs. Several countries have adopted a multisectoral collaboration approach to improve health status and work collaboratively with the participation of all individuals in different sectors. In Bangladesh, the Ministry of Health and Family Welfare in cooperation with various NGOs and private organizations has launched NCD corner at the Upazila level for providing preventive, promotional, and rehabilitative services in the community for persons who are having health risks and after-stroke disability. The scarcity of healthcare personnel is also an important barrier for providing such services. At the same time, healthcare financing and lack of infrastructure are the most important hindering factors for maintaining these kinds of services in the community. Therefore, this is the time for the ministry of health and family welfare to work with other ministries and donor agencies for the betterment of all citizens of Bangladesh.
In order to reduce the bureaucratic problem in adopting any approach related to healthcare in society, the government has to implement a decentralization system.
The government should increase the annual health care budget for providing low-cost or free treatment facilities. In this case, the government should work with various national and international donor agencies for financial assistance.
Government and other legislative organizations need to work on primary care practices in both rural and urban areas by increasing the capacity of primary care workers. Similarly, it recommends considering planning environmental changes to make the infrastructure user-friendly and accessible to all.
Local community leaders, social workers, and general people are needed to be aware of the health risk of NCDs. In this case, a multisectoral collaboration in action approach would be an effective way to work collaboratively as well as initiating telerehabilitation services, remote rehabilitation services, public education, and awareness for early rehabilitation in reducing health risks of affecting NDCs.
Continuous quality control and monitoring systems are needed for maintaining the quality of the healthcare services as well as strengthening the healthcare service systems of Bangladesh.
The study authors declared that there is no conflict of interest.
Bangladesh Rehabilitation Assistance Committee
Community-Based Rehabilitation
Central Nervous System
Chronic Obstetric Pulmonary Diseases
Centre for Rehabilitation of the Paralyzed
Disability-Adjusted Life Year
Directorate General of Health Services
Department of Health
Growth Domestic Product
Handicap International
Health, Nutrition and Population Strategic Investment
Intracerebral Hemorrhage
International Committee of the Red Cross
Millennium Development Goal
Multi-Disciplinary Team
Ministry of Health
Ministry of Health and Family Welfare
Ministry of Health and Population
Non-Communicable Diseases
Rural Health Centre
South Asian Association of Regional Cooperation
Subarachnoid Hemorrhage
Sustainable Development Goals
South-East Asia Region
Society of Speech and Language Therapists
Trust for Rehabilitation of the Paralyzed
Urinary Tract Infections
World Confederation for Physical Therapy
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The standard method for soil salinity assessment is based on a laboratory method that is cumbersome and gives rise to limitations for data-intensive works. The use of sensors for the assessment of the apparent electrical conductivity (EC) of soils offers a way to overcome these constraints. These sensors are based on three electromagnetic phenomena, namely, electrical resistivity, electromagnetic induction, and reflectometry. Each class of sensors presents its own advantages and drawbacks. In the following chapter, these are presented along with the most popular commercial EC sensors used in nowadays agriculture, equations for the assessment of soil salinity on basis sensor measurements, some examples of application, and present and future development trends.",book:{id:"4622",slug:"new-trends-and-developments-in-metrology",title:"New Trends and Developments in Metrology",fullTitle:"New Trends and Developments in Metrology"},signatures:"Fernando Visconti and José Miguel de Paz",authors:[{id:"79081",title:"Dr.",name:"Fernando",middleName:null,surname:"Visconti",slug:"fernando-visconti",fullName:"Fernando Visconti"}]},{id:"51245",doi:"10.5772/63734",title:"THz Measurement Systems",slug:"thz-measurement-systems",totalDownloads:1586,totalCrossrefCites:6,totalDimensionsCites:11,abstract:"The terahertz (THz) frequency region is often defined as the last unexplored area of the electromagnetic spectrum. Over the past few years, the full access has been the objective of intense research efforts. Progress in this area has played an important role in opening up the possibility of using THz electromagnetic radiation (T-waves) in science and in real-world applications. T-waves are not perceptible by the human eye, are not ionizing, and have the ability to cross many non-conducting materials such as paper, fabrics, wood, plastic, and organic tissues. Moreover, the use of THz radiation allows non-destructive analysis of the materials under investigation both by study of their “fingerprint” via spectroscopic measurements and by high-resolution spatial imaging operations, exploiting the see-through capability of T-waves. Such technology can be applied in diverse areas, spanning from biology to chemical, pharmaceutical, environmental sciences, etc. In this chapter, we will present the typical architecture of measurement systems based on the THz technology, detailing what are the parameters that define their performance, the measurement methods, and the related errors and uncertainty, and focusing at the end on the use of time-domain spectroscopy for the evaluation of different material properties in this specific frequency region.",book:{id:"4622",slug:"new-trends-and-developments-in-metrology",title:"New Trends and Developments in Metrology",fullTitle:"New Trends and Developments in Metrology"},signatures:"Leopoldo Angrisani, Giovanni Cavallo, Annalisa Liccardo, Gian\nPaolo Papari and Antonello Andreone",authors:[{id:"2330",title:"Dr.",name:"Leopoldo",middleName:null,surname:"Angrisani",slug:"leopoldo-angrisani",fullName:"Leopoldo Angrisani"},{id:"179111",title:"Prof.",name:"Antonello",middleName:null,surname:"Andreone",slug:"antonello-andreone",fullName:"Antonello Andreone"},{id:"186826",title:"MSc.",name:"Giovanni",middleName:null,surname:"Cavallo",slug:"giovanni-cavallo",fullName:"Giovanni Cavallo"},{id:"186827",title:"Dr.",name:"GianPaolo",middleName:null,surname:"Papari",slug:"gianpaolo-papari",fullName:"GianPaolo Papari"},{id:"186828",title:"Prof.",name:"Annalisa",middleName:null,surname:"Liccardo",slug:"annalisa-liccardo",fullName:"Annalisa Liccardo"}]},{id:"49823",doi:"10.5772/60442",title:"Microwave Power Measurements: Standards and Transfer Techniques",slug:"microwave-power-measurements-standards-and-transfer-techniques",totalDownloads:2135,totalCrossrefCites:5,totalDimensionsCites:5,abstract:"In this chapter, precision power measurement, which is probably the most important area in RF and microwave metrology, will be discussed. Firstly, the background of RF and microwave power measurements and standards will be introduced. Secondly, the working principle of primary power standard (i.e., microcalorimeter) will be described, followed by the discussions of direct comparison transfer technique. Finally, there will be some discussions about the performance evaluation and uncertainty estimation for microwave power measurements.",book:{id:"4622",slug:"new-trends-and-developments-in-metrology",title:"New Trends and Developments in Metrology",fullTitle:"New Trends and Developments in Metrology"},signatures:"Xiaohai Cui, Yu Song Meng, Yueyan Shan and Yong Li",authors:[{id:"100680",title:"Dr.",name:"Yueyan",middleName:null,surname:"Shan",slug:"yueyan-shan",fullName:"Yueyan Shan"},{id:"135408",title:"Dr.",name:"Xiaohai",middleName:null,surname:"Cui",slug:"xiaohai-cui",fullName:"Xiaohai Cui"},{id:"173971",title:"Dr.",name:"Yu Song",middleName:null,surname:"Meng",slug:"yu-song-meng",fullName:"Yu Song Meng"}]},{id:"51241",doi:"10.5772/63547",title:"Innovative Theoretical Approaches Used for RF Power Amplifiers in Modern HDTV Systems",slug:"innovative-theoretical-approaches-used-for-rf-power-amplifiers-in-modern-hdtv-systems",totalDownloads:1309,totalCrossrefCites:4,totalDimensionsCites:4,abstract:"The essential purpose of this chapter is to introduce theoretical and numerical approaches that can be used for modeling nonlinear effects that appear intrinsically in the design of power amplifiers that have been used widely in many modern high-density television (HDTV) architectures. Important effects like the pre-distortion using adaptive techniques, with distinct characteristics like amplitude, phase, and frequency, as well as, their specific nature such as AM/AM, AM/PM, PM/AM, and PM/PM, and constitute one of the main directions of this research. All theoretical and technological approaches have been supported by a consistent set of numerical data performed with one of the most important platform of simulations used in the great area of Radio Frequency (RF) and Microwave structures. As a direct application, we are introducing some efficient processes that can be used for the characterization of RF systems with a set of consistent laboratorial measures that permit us to visualize the effective cost and a complete architecture for the characterization of high-power amplifiers. With the continuous and innovative technological demand that is imposed by the international marketing has a great importance to find versatile systems that are capable of measuring several amplifier characteristics, as gain, output power, inter-modulation distortion of different signals, efficiency, current, and temperature that constitute another direction of research that has been demanded strongly for news advanced technologies used widely in modern HDTV systems.",book:{id:"4622",slug:"new-trends-and-developments-in-metrology",title:"New Trends and Developments in Metrology",fullTitle:"New Trends and Developments in Metrology"},signatures:"Daniel Discini Silveira, Marcos Paulo de Souza Silva, Marcel Veloso Campos and Maurício Silveira",authors:[{id:"179507",title:"Dr.",name:"Mauricio",middleName:null,surname:"Silveira",slug:"mauricio-silveira",fullName:"Mauricio Silveira"},{id:"179508",title:"Dr.",name:"Daniel",middleName:null,surname:"Discini Silveira",slug:"daniel-discini-silveira",fullName:"Daniel Discini Silveira"},{id:"179792",title:"Dr.",name:"Marcos Paulo De Souza",middleName:null,surname:"Silva",slug:"marcos-paulo-de-souza-silva",fullName:"Marcos Paulo De Souza Silva"},{id:"180084",title:"Dr.",name:"Marcel Veloso",middleName:null,surname:"Campos",slug:"marcel-veloso-campos",fullName:"Marcel Veloso Campos"}]},{id:"49840",doi:"10.5772/60467",title:"Silent Speech Recognition by Surface Electromyography",slug:"silent-speech-recognition-by-surface-electromyography",totalDownloads:1768,totalCrossrefCites:3,totalDimensionsCites:3,abstract:"For some time, new methods based on a different than acoustic signal analysis are used for speech recognition. The purpose of nonacoustic signals is to allow silent communication. One of these methods based on the electromyography signal is generated by the human speech articulation system. This article presents a device for electromyographic (EMG) signal acquisition and the first measurements from its use.",book:{id:"4622",slug:"new-trends-and-developments-in-metrology",title:"New Trends and Developments in Metrology",fullTitle:"New Trends and Developments in Metrology"},signatures:"Andrzej B. Dobrucki, Piotr Pruchnicki, Przemysław Plaskota, Piotr Staroniewicz, Stefan Brachmański and Maciej Walczyński",authors:[{id:"173718",title:"Prof.",name:"Andrzej",middleName:null,surname:"Dobrucki",slug:"andrzej-dobrucki",fullName:"Andrzej Dobrucki"},{id:"173719",title:"Dr.",name:"Przemysław",middleName:null,surname:"Plaskota",slug:"przemyslaw-plaskota",fullName:"Przemysław Plaskota"},{id:"173720",title:"Dr.",name:"Piotr",middleName:null,surname:"Pruchnicki",slug:"piotr-pruchnicki",fullName:"Piotr Pruchnicki"},{id:"173721",title:"Dr.",name:"Stefan",middleName:null,surname:"Brachmański",slug:"stefan-brachmanski",fullName:"Stefan Brachmański"},{id:"173722",title:"Dr.",name:"Piotr",middleName:null,surname:"Staroniewicz",slug:"piotr-staroniewicz",fullName:"Piotr Staroniewicz"},{id:"173724",title:"MSc.",name:"Maciej",middleName:null,surname:"Walczyński",slug:"maciej-walczynski",fullName:"Maciej Walczyński"}]}],mostDownloadedChaptersLast30Days:[{id:"49823",title:"Microwave Power Measurements: Standards and Transfer Techniques",slug:"microwave-power-measurements-standards-and-transfer-techniques",totalDownloads:2134,totalCrossrefCites:5,totalDimensionsCites:5,abstract:"In this chapter, precision power measurement, which is probably the most important area in RF and microwave metrology, will be discussed. Firstly, the background of RF and microwave power measurements and standards will be introduced. Secondly, the working principle of primary power standard (i.e., microcalorimeter) will be described, followed by the discussions of direct comparison transfer technique. Finally, there will be some discussions about the performance evaluation and uncertainty estimation for microwave power measurements.",book:{id:"4622",slug:"new-trends-and-developments-in-metrology",title:"New Trends and Developments in Metrology",fullTitle:"New Trends and Developments in Metrology"},signatures:"Xiaohai Cui, Yu Song Meng, Yueyan Shan and Yong Li",authors:[{id:"100680",title:"Dr.",name:"Yueyan",middleName:null,surname:"Shan",slug:"yueyan-shan",fullName:"Yueyan Shan"},{id:"135408",title:"Dr.",name:"Xiaohai",middleName:null,surname:"Cui",slug:"xiaohai-cui",fullName:"Xiaohai Cui"},{id:"173971",title:"Dr.",name:"Yu Song",middleName:null,surname:"Meng",slug:"yu-song-meng",fullName:"Yu Song Meng"}]},{id:"50396",title:"Electrical Conductivity Measurements in Agriculture: The Assessment of Soil Salinity",slug:"electrical-conductivity-measurements-in-agriculture-the-assessment-of-soil-salinity",totalDownloads:4312,totalCrossrefCites:8,totalDimensionsCites:19,abstract:"Soil salinity is an important issue constraining the productivity of irrigation agriculture around the world. The standard method for soil salinity assessment is based on a laboratory method that is cumbersome and gives rise to limitations for data-intensive works. The use of sensors for the assessment of the apparent electrical conductivity (EC) of soils offers a way to overcome these constraints. These sensors are based on three electromagnetic phenomena, namely, electrical resistivity, electromagnetic induction, and reflectometry. Each class of sensors presents its own advantages and drawbacks. In the following chapter, these are presented along with the most popular commercial EC sensors used in nowadays agriculture, equations for the assessment of soil salinity on basis sensor measurements, some examples of application, and present and future development trends.",book:{id:"4622",slug:"new-trends-and-developments-in-metrology",title:"New Trends and Developments in Metrology",fullTitle:"New Trends and Developments in Metrology"},signatures:"Fernando Visconti and José Miguel de Paz",authors:[{id:"79081",title:"Dr.",name:"Fernando",middleName:null,surname:"Visconti",slug:"fernando-visconti",fullName:"Fernando Visconti"}]},{id:"51435",title:"Objectifying the Subjective: Fundaments and Applications of Soft Metrology",slug:"objectifying-the-subjective-fundaments-and-applications-of-soft-metrology",totalDownloads:1698,totalCrossrefCites:2,totalDimensionsCites:2,abstract:"The aim of the interdisciplinary research was to facilitate the understanding of a specific topic passing by different disciplinary perspectives. Soft metrology is the perfect example of a scientific field that needs that sort of approach. Seeking to provide a reproducible basis for qualifying and quantifying what are essentially ‘soft’ measurements (subject to human perception and interpretation) is a particularly challenging scientific endeavour. This chapter presents a theoretical overview of main concepts around soft metrology and, in the second instance, proposes a mathematical model for the measurement of a soft measurand through a dedicated index (IPER—influence on performance index).",book:{id:"4622",slug:"new-trends-and-developments-in-metrology",title:"New Trends and Developments in Metrology",fullTitle:"New Trends and Developments in Metrology"},signatures:"Laura Rossi",authors:[{id:"187245",title:"Dr.",name:"Laura",middleName:null,surname:"Rossi",slug:"laura-rossi",fullName:"Laura Rossi"}]},{id:"50379",title:"Uncertainty of Measurement in Medical Laboratories",slug:"uncertainty-of-measurement-in-medical-laboratories",totalDownloads:3784,totalCrossrefCites:2,totalDimensionsCites:3,abstract:"The “Guide to the Expression of Uncertainty in Measurement” (GUM) is not systematically used in medical laboratories, for what the laboratorian should understand the Uncertainty Approach and its importance to recognize the level of realism of results. This chapter presents, discusses, and recommends the models fulfilling GUM principles. An example is given to a single test for an easier understanding of the determination of measurement uncertainty. All the practice uses a freeware. Results with larger measurement uncertainty intervals have a significant probability of being unrealistic, arising a high risk of the uncorrected clinical decision. A flow chart to the selection of models for the determination of measurement uncertainty in a medical laboratory is recommended.",book:{id:"4622",slug:"new-trends-and-developments-in-metrology",title:"New Trends and Developments in Metrology",fullTitle:"New Trends and Developments in Metrology"},signatures:"Paulo Pereira",authors:[{id:"178637",title:"Dr.",name:"Paulo",middleName:null,surname:"Pereira",slug:"paulo-pereira",fullName:"Paulo Pereira"}]},{id:"51241",title:"Innovative Theoretical Approaches Used for RF Power Amplifiers in Modern HDTV Systems",slug:"innovative-theoretical-approaches-used-for-rf-power-amplifiers-in-modern-hdtv-systems",totalDownloads:1309,totalCrossrefCites:4,totalDimensionsCites:4,abstract:"The essential purpose of this chapter is to introduce theoretical and numerical approaches that can be used for modeling nonlinear effects that appear intrinsically in the design of power amplifiers that have been used widely in many modern high-density television (HDTV) architectures. 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The whole process of submitting an article and editing of the submitted article goes extremely smooth and fast, the number of reads and downloads of chapters is high, and the contributions are also frequently cited.",author:{id:"55578",name:"Antonio",surname:"Jurado-Navas",institutionString:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRisIQAS/Profile_Picture_1626166543950",slug:"antonio-jurado-navas",institution:{id:"720",name:"University of Malaga",country:{id:null,name:"Spain"}}}},{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"}}}}]},series:{item:{id:"25",title:"Environmental Sciences",doi:"10.5772/intechopen.100362",issn:"2754-6713",scope:"\r\n\tScientists have long researched to understand the environment and man’s place in it. The search for this knowledge grows in importance as rapid increases in population and economic development intensify humans’ stresses on ecosystems. Fortunately, rapid increases in multiple scientific areas are advancing our understanding of environmental sciences. Breakthroughs in computing, molecular biology, ecology, and sustainability science are enhancing our ability to utilize environmental sciences to address real-world problems.
\r\n\tThe four topics of this book series - Pollution; Environmental Resilience and Management; Ecosystems and Biodiversity; and Water Science - will address important areas of advancement in the environmental sciences. They will represent an excellent initial grouping of published works on these critical topics.