Summary of air-quality directive limit values, target values, assessment thresholds, long-term objectives, information thresholds and alert threshold values for the protection of human health.
\r\n\tAn update on clinical manifestations, their assessment, monitoring, and imagiology, including peripheral arthritis, enthesopathy, and extra-articular findings, and, the differential diagnosis with other diseases which evolves with axial and peripheral calcifications will be provided.
\r\n\r\n\t
\r\n\tAn important component of this book must be dedicated to the more recent treatments namely with biologic therapies but focusing also on new small molecule inhibitors and experimental therapies.
Air pollutants are generally defined as those substances which alter the composition of the natural atmosphere.
Emissions of air pollutants derive from almost all economic and societal activities but also by natural disaster (eg.: particulate matter or gaseus emitted by volcanic activities or forest fires, dust by desert winds, pollen scattering, sea aereosol, etc..). The energy production and the general industry activity, all types of transport and agriculture are key emission sources of air pollutants. They result in clear risks to human health and the ecosystems integrity. Air pollution is not only a local phenomenon but also a transboundary issue, in fact, the air pollutants emitted in one Country may be transported in the atmosphere and they harming human health and the environment elsewhere.
In Europe, policies and actions at all levels have greatly reduced the anthropogenic emissions and exposure but some air pollutants still harm human health. Air pollutants are divided into primary pollutants like carbon monoxide, sulphur dioxide, hydrocarbon species, dust and soot, which are emitted directly by air pollutant sources, and secondary pollutants like nitrogen dioxide, photochemical ozone, and aerosol, which are created by chemical changes which occur in the atmospheric environment (WHO, 2005).
After the Meuse Valley fog in 1930 (Firket, 1936) or the London smog in 1952 (Ministry of health, 1954), the air pollution is considered today an important research driver for a global public health protection (WHO, 2005). In fact a high-level exposure to these pollutants at the long-term and short-term can lead to some important adverse health effects, ranging from irritation of the respiratory system to contributing to increased prevalence and incidence of respiratory and cardiovascular diseases and premature death in people of all ages. Particularly children are very susceptible for their very fast metabolism (WHO, 2005).
Emissions of the main air pollutants in Europe have declined significantly in recent decades, greatly reducing exposure to substances such as sulphur dioxide (SO2) and lead (Pb). Nevertheless, poor air quality remains an important public health issue.
Many EU Member States do not comply with legally binding air quality limits protecting human health. Exposure of vegetation to ground level ozone (O3) will continue to exceed long-term EU objectives.
In terms of controlling emissions, only 14 European countries expect to comply with all four pollutant-specific emission ceilings set under EU and international legislation for 2010.
The upper limit for nitrogen oxides (NOX) is the most challenging 12 countries expect to exceed it, some by as much as 50 % (SOER, 2010).
The Thematic Strategy on Air Pollution from the European Commission (2005) set the objectives for the improvement of human health and the environment through the improvement of air quality to the year 2020 (see table 1). At present, airborne PM, tropospheric O3, and NO2 are Europe\'s most problematic pollutants in terms of causing harm to health (EEA, 2010).
The main air pollutants before human\'s exposure are subject to a range of atmospheric processes including atmospheric transport, mixing and chemical transformation.
Air pollutants, also, depending on their physical-chemical characteristics and on the basis of factors such as atmospheric conditions or characteristics of receiving surfaces, may be deposited after either short (local, regional) or long-range (European, inter-continental) transport. Pollutants can be washed out of the atmosphere by precipitation rain, snow, fog, dew, frost and hail or deposited dry as gases or particulate matter.
In most cities air quality has improved over the past decades. In particular, emissions of the main old air pollutants such as sulphur dioxide (SO2) and lead (Pb) together with other hazardous pollutants including persistent organic pollutants (POPs) and heavy metals, in Europe have declined significantly in recent decades. Nitrogen (N) and nitrogen dioxide (NO2), on the other hand, has not been dealt with as successfully. Between 1990 and 2008 emissions of polycyclic aromatic hydrocarbons (PAHs) decreased by 60% overall; emissions of polychlorinated biphenyls, dioxins and furans decreased too. While the majority of Countries report that emissions of these substances have fallen during that period, some Countries report that emissions have increased. Emissions of primary particulate matter, PM2.5 and PM10, have both decreased by about 13% since 2000. At present, airborne particulate matter (PM), tropospheric (ground-level) ozone (O3) and polycyclic aromatic hydrocarbons (PAHs) are the new problematic pollutants in Europe in terms of causing harm to health. Moreover, there is an increasing recognition of the importance of long-range hemispheric transport of air pollutants to and from Europe and other continents. VOC (Volatile Organic Compounds) and small dust particles are examples of large-scale air pollutants. At the end the wide-scale use of catalytic converters for automotive traction in most industrialised Countries has led, over the years, to a substantial increase in environmental concentrations of palladium, platinum, and rhodium, also known as the platinum group elements (PGEs). The detection of PGEs, even in remote areas of the planet, provides evidence of the global nature of the problem.
The following paragraphs describe the old and new contaminants in relation to their characteristics, emission sources, health effects and trends through 30 years exeperiences.
Summary of air-quality directive limit values, target values, assessment thresholds, long-term objectives, information thresholds and alert threshold values for the protection of human health.
Carbon monoxide is a tasteless, odorless, colorless and toxic gaseous pollutant ubiquitous in the outdoor atmosphere that is generated by combustion (Bell M, et All. 2009). EPA initially established NAAQS (National Ambient Air Quality Standard) for CO on April 30, 1971. The standards were set at 9 ppm, as an 8-hour average, and 35 ppm, as a 1-hour average, neither to be exceeded more than once per year. On January 28, 2011, EPA proposed to retain the existing NAAQS for carbon monoxide. After careful review of the available health science, EPA concludes that the current standards provide the required level of public health protection, including protection for people with heart disease, who are especially susceptible to health problems associated with exposures to CO in ambient air.
Historically, SO2 derived from the combustion of fossil fuels have been the main components of air pollution in many parts of the world. The most serious problems have been experienced in large urban areas where coal has been used for domestic heating purposes, or for poorly controlled combustion in industrial installations (WHO, 2000). In recent years the use of high-sulfur coal for domestic heating has declined in many western European countries, and powder generation is now the predominant source. These changes in pattern of usage have led to urban and rural concentrations becoming similar; indeed in some areas rural concentrations now exceed those in urban areas (WHO, 2000). The city of Catania (Sicily, Italy) has established a network of air quality monitoring stations. The analysis of data show a clear and significant decline since 1993 to 2000 (First Report on the state of the environment of the City of Catania). The significant reduction in emissions of sulphur dioxide achieved since the 1970s is one of the great success stories of Europe\'s past air pollution policy (EEA, 2010).
Over the past decade, 20–50 % of the urban population was exposed to PM10 concentrations in excess of the EU daily limit values set for the protection of human health— a daily mean of 50 μg/m3 that should not be exceeded on more than 35 days in a calendar year. The same situation happened in Siracusa (Sicily, Italy), so our research group analyzed the phisico-chemical characteristics of PM10 and PM2,5 fractions in order to determine the major aerosol contributions to these two granulometric size fractions of the urban aerosol. We found that vehicular traffic is only one cause of the daily elevation of PM in Siracusa City and we exclude industrial derivation of particulate (Sciacca et al., 2007).
The Air Quality Guideline level for PM10 set by the WHO is 20 μg/m3. Exceedances of this level can be observed all over Europe, also in rural background environments. In many European urban agglomerations, PM10 concentrations have not changed since about 2000. One of the reasons is the only minor decreases in emissions from urban road traffic. Increasing vehicle-km and dieselisation of the vehicle fleet jeopardise achievements from other PM reduction measures. Further, in several places emissions from the industry and domestic sectors — for example, from wood burning — may even have increased slightly. The EU Air Quality Directive of 2008 includes standards for fine PM (PM2.5): a yearly limit value that has to be attained in two stages, by 1 January 2015 (25 μg/ m3) and by 1 January 2020 (20 μg/m3). Further, the directive defines an average exposure indicator (AEI) for each Member State, based on measurements at urban background stations. The required and absolute reduction targets for the AEI have to be attained by 2020. Focusing on PM mass concentration limit values and exposure indicators does not address the complex physical and chemical characteristics of PM. While mass concentrations can be similar, people may be exposed to PM cocktails of very different chemical composition (WHO, 2007).
Ammonia has become the most abundant gas-phase alkaline species in the atmosphere. Most of the ammonia released into the atmosphere is converted into particulate ammonium sulfate and nitrate. Gaseous ammonia and ammonium compounds in particles are deposited from the air by wet deposition and dry deposition. NH3 is mainly emitted from livestock and production and application of fertilizers. Natural sources including soil, vegetation and wild animal might also be contributors to the total amount of ammonia emission.
According to the United Nations Food and Agriculture Organization recent research findings, livestock are responsible for almost two thirds of anthropogenic NH3 emissions that contribute significantly to acid rain and acidification of ecosystems (Sidiropoulos & Tsilingiridis, 2009; EMEP/CORINAIR, 2007). Following deposition, soil microbes can convert ammonia into acidic compounds by nitrification. Through these processes, NH3 can contribute to acidic compounds on natural ecosystems and also cause eutrophication.
Nitrogen dioxide a combustion-generated oxidant gas, is widely present in indoor and outdoor environments. Outdoors, where it comes primarily from high temperature fuel combustion of engines, industry, and power generation, it is a precursor to particles and ozone (G. Viegi, 2004).
Using a nationwide network of monitoring sites, EPA has developed ambient air quality trends for nitrogen dioxide. Nationally, average NO2 concentrations have decreased substantially over the years. In January 2010, EPA set the primary NO2 standard at a level of 100 parts per billion and the secondary NAAQS remains to 0.053 ppm (EPA, 2012). The European air quality guidelines suggest a daily maximum concentration of 200 mg/m3 (1 h) for NO2, while the WHO recommends a limit of 40 mg/m3 (annual average) for long-term exposure. In general, the levels reported for Europe, Canada and the United States (except for New Mexico) are below this exposure threshold, whereas higher levels have been measured in Asiatic countries and in Mexico (100 mg/m3).
There is still no robust basis for setting an annual average guideline value for NO2 through any direct toxic effect. Evidence has emerged, however, that increases the concern over health effects associated with outdoor air pollution mixtures that include NO2. A number of recently published studies have demonstrated that NO2 can have a higher spatial variation than other traffic-related air pollutants, for example, particle mass. These studies also found adverse effects on the health of children living in metropolitan areas characterized by higher levels of NO2 even in cases where the overall city-wide NO2 level was fairly low. A number of short-term experimental human toxicology studies have reported acute health effects following exposure to 1-hour NO2 concentrations in excess of 500 μg/m3. Although the lowest level of NO2 exposure to show a direct effect on pulmonary function in asthmatics in more than one laboratory is 560 μg/m3, studies of bronchial responsiveness among asthmatics suggest an increase in responsiveness at levels upwards from 200 μg/m3.
Since the existing WHO AQG short-term NO2 guideline value of 200 μg/m3(1-hour) has not been challenged by more recent studies, it is retained. In conclusion, the guideline values for NO2 remain unchanged in comparison to the existing WHO AQG levels, i.e. 40 μg/m3 for annual mean and 200 μg/m3 for 1-hour mean.
It is the principal component of smog, which is caused primarily by automobile emissions, predominantly in urban areas. Normal levels of ozone in the air are between 20 and 80 mg/m3. Ozone concentrations in urban areas rise in the morning, peak in the afternoon, and decrease at night. Ozone has become a significant pollutant as a result of increased population growth, industrial activities, and use of the automobile. Ozone is at present the primary air pollution problem in the United States. A trend analysis covering the years from 1993 to 2005 showed that the average number of hours with an ozone concentration above 180 μg/m3 (the EU information threshold) for any given monitoring site was higher in the summer of 2003 than in any of the previous years (Park JW et al., 2004). On the February 2002 European Parliament approved a guideline (2002/3/CE) that indicates the “information threshold” (180 µg/m3 ) and “alert threshold” (360 µg/m3) for ozone and imposes urgent obbligation of the population’s information. In Italy, legislative decree 155/2010 sets long term aims for human health protection (120 µg/m3 during 8 hours). Ozone is monitored in Catania (Sicily, Italy) since 1997 by two control units but since then attention levels for this compound have never been exceeded (Comune di Catania, 2001). Respiratory tract responses induced by ozone include reduction in lung function, aggravation of preexisting respiratory disease (such as asthma), increased daily hospital admissions and emergency department visits for respiratory causes, and excess mortality (Corsmeier et al., 2002). Controlled human exposure studies have demonstrated that short-term exposure - up to 8 hours - causes lung function decrements such as reductions in forced expiratory volume in one second (FEV1), and the following respiratory symptoms: cough, throat irritation, pain, burning, or discomfort in the chest when taking a deep breath, chest tightness, wheezing, or shortness of breath. The effects are reversible, with improvement and recovery to baseline varying from a few hours to 48 hours after an elevated ozone exposure.
Heavy metals are a class of pollutants extremely widespread in the various environmental matrices. They are natural components of the earth’s crust. Their presence in air, water and soil erosion resulting from natural phenomena and human activities. To a small extent they enter human bodies where, as trace elements, they are essential to maintain the normal metabolic reactions. They cannot be degraded or destroyed, and can be transported by air, and enter water and human food supply. Respect to air pollution, the metals that are generally more concerned are: As, Cd, Co, Cr, Mn, Ni, Pb as conveyed by particulate air pollution. Their origin is different: Cd, Cr and As are mostly from mining and steel industries; Cu and Ni from combustion processes; Co, Cu, Zn and Cr from cementitious materials obtained by recycling scrap steel industries and incinerators. The effect of heavy metals on the human health depends on the mode of assumption, as well as the amount absorbed. Heavy metals (such as cadmium, mercury and lead) are recognised as being directly toxic to biota. All have the quality of being progressively accumulated higher up the food chain, such that chronic exposure of lower organisms to much lower concentrations can expose predatory organisms, including humans, to potentially harmful concentrations. In humans they are also of concern for human health because of their toxicity, their potential to cause cancer and their ability to cause harmful effects at low concentrations. Their relative toxic/carcinogenic potencies are compound specific. Specifically, exposure to heavy metals has been linked with developmental retardation, various cancers, kidney damage, and even death in some instances of exposure to very high concentrations. Heavy metals can reside in or be attached to PM. For several metals there are the standard reference, in particular for lead the limit is intended as an average annual value of 0.5 ug/m3.
Urban sources of lead are fossil fuels, mining and manufacturing. The use of lead as an additive to gasoline was banned in 1996 in the United States and since then the cases of acute intoxication are notably decreased. In the Municipality of Catania lead is measured through control programmes long for 15- 20 days. Since 1999 to 2000 it can be note a decrease of mean concentrations (from 0,38 µg/m3 to 0,15 µg/m3 ) with values lower than those required in the European Rule 99/30/CE. This result is correlated with the abolishment of use of lead in gasoline (Comune di Catania, 2001).
In our experience high-level exposure to metals of men can damage sperm production and motility, as are suggest by an our study that shows adverse impact of heavy metals on male reproductive health. We have conducted a case-control study to investigate the exposition to lead, arsenic, nickel and male fertility. The results show a sperm motility reduction of 50 % (Ferrante M et al., 2011). Another study in the industrial triangle of Priolo-Melilli-Augusta shows that males living in these towns show a sperm progressive motility decrease from 45% to 23% whereas density and morphology were into the reference limit of WHO parameters (Ferrante M et al., 2011).
Cadmium is widely spread in the environment. Its consumption is growing, as a result cadmium contamination of soil, water and air increases. Cadmium enters soil, water, and air from mining, industry, and burning coal and household wastes and its particles in air can travel long distances before falling to the ground or water. Cadmium is accumulated in fish, plants, animal and human body. People can be exposed to cadmium eating contaminated foods, smoking cigarettes or breathing cigarette smoke, drinking contaminated water, living or working near industrial facilities which release cadmium into the air. Following the European Law 155/2010, Sicily adopted a plane to value and manage air quality, aiming to not exceed levels of 5,0 ng/m3 of cadmium in the air (ARPA Sicilia). The form of cadmium that is of most interest for health effects from inhalation exposure is cadmium oxide because that is the main form of airborne cadmium. Our research group has conducted a case–control study to examine relationships between environmental exposures, particularly to Cd, and male infertility. Cd showed concentrations in seminal plasma of the cases (1.67 µg/l) higher than controls (0.55 µg/l) and cases showed a motility reduction from 45% to 23 % (50% reduction). Our results indicate that the males exposed to environmental Cd showed a deleterious effect on fertility (Ferrante M et al., 2011). Another study, carried out also by our research group and not yet published, has shown the toxic effect of Cd even on male reproductive organs because this metal cause a blood-testis barrier disruption and consequently an impairment in sperm production. Finally we have to consider the effect of cadmium on cancer development. Cd was classified as a cancer-causing agent in humans by the WHO (1993), based on consistent reports of an association between Cd exposure and lung cancer (ATSDR 2008).
Heavy metals can reside in or be attached to PM.
Persistent organic pollutants are a group of chemicals which have been intentionally or inadvertently produced and introduced into the environment and because of theirs resistance to degradation, they persist in the environment.
Due to their stability and transport properties, they are now widely distributed around the world, and are even found in places where they had never been used, such as the arctic regions. Given their long half-lives and their fat solubility, POPs tend to bioaccumulate in the food-chain including fish, meat, eggs and milk. POPs are also present in the human body and traces can be found in human milk (WHO, 2007).
The United Nations Environment Programme Governing Council (GC) originally created a have listed 12 POPs, known as the “dirty dozen.” Nine of these are old organochlorine pesticides, including including aldrin, dichlorodiphenyltrichloroethane (DDT), chlordane, dieldrin, endrin, heptachlor, hexachlorobenzene, mirex and toxaphene, whose production and use have been banned or strictly regulated by most countries for some time. In addition other three POPs of concern are industrial chemicals, including the widely used polychlorinated biphenyls (PCBs) as well as two groups of industrial by-products, polychlorinated dibenzodioxins (PCDDs or dioxin) and polychlorinated dibenzofurans (PCDFs or furans). In recent years, this list has been expanded to include polycyclic aromatic hydrocarbons (PAHs), polybrominated diphenyl ethers (PBDE), and tributyltin (TBT). The groups of compounds that make up POPs are also classed as persistent, bioaccumulative, and toxic (PBTs) or toxic organic micro pollutants (TOMPs). These terms are essentially synonyms for POPs (Crinnion, 2011).
While production of PCBs has been largely banned for many years, the electrical transformers and other equipment containing still these chemicals are still in use and they present, today, serious disposal problems.
Regard to PCDDs and PCDFs, the better manufacturing controls and reduction of emissions from industrial combustion processes, e.g. power generation and waste incineration plants, have made a measurable impact on decreasing levels of these chemicals in human milk, particularly in Europe (WHO, 2007).
Humans can be exposed to POPs through the direct exposure, e.g. occupational accidents or by environment exposure (including indoor). Short-term exposures to high concentrations of POPs may result in severe illness and death. Chronic exposure to POPs may also be associated with a wide range of adverse health effect as a the endocrine disruption, reproductive and immune dysfunction, neurobehavioral and developmental disorders and cancer (Ritter et al, 1995).
Polycyclic Aromatic Hydrocarbons (PAHs) and PCDD/Fs are perhaps the most obvious example. However, because an extensive array of POPs occur and accumulate simultaneously in biota it is very difficult to say conclusively that an effect is due to one particular chemical or a family of chemicals, in fact several chemicals act synergistically (Jones, 1999).
Polychlorinated dibenzo-p-dioxins and dibenzofurans are two similar classes of chlorinated aromatic chemicals that are produced as contaminants or by products.
Most dioxins and furans are not man-made or produced intentionally, but are created when other chemicals or products are made. They are formed as unwanted byproducts of certain chemical processes during the manufacture of chlorinated intermediates and in the combustion of chlorinated materials. The chlorinated precursors include polychlorinated biphenyls (PCB), polychlorinated phenols, and polyvinyl chloride (PVC) (Faroon M. et. al., 2003). Of all of the dioxins and furans, one, 2,3,7,8-tetrachloro-p-dibenzo-dioxin (2,3,7,8 TCDD) is considered the most toxicand the most extensively studied. Like the other POPs are chemically stable and highly lipophilic; in the environment, are persistent, undergo transport, and preferentially bioconcentrate in higher trophic levels of the food chain (Safe SH, 1998). In terms of dioxin release into the environment, uncontrolled waste incinerators (solid waste and hospital waste) are often the worst culprits, due to incomplete burning. Technology is available that allows for controlled waste incineration with low emissions. Dioxins also have been detected at low concentrations in cigarette smoke, home-heating systems, and exhaust from cars running on leaded gasoline or unleaded gasoline, and diesel fuel. The larger particles will be deposited close to the emission source, while very small particles may be transported longer distances will be deposited on land or water, contaminating the food of animal origin, as they are persistent in the environment and accumulate in animal fat and finding himself well in dairy, meat, fish and shellfish (Alcock R, 2003). Excluding occupational or accidental exposures the most common way is by eating food contaminated with dioxins particularly important is, also, the exposure of infants through breast-feeding because of the high content of fat in human milk and may exceed the exposure of adults by one or two orders of magnitude (Gies A, 2007).
Releases from industrial sources have decreased approximately 80% since the 1980s (Consonni, 2012) and have been the subject of a number of federal and state regulations and clean-up actions; however, current exposures levels still remain a concern. (EPA, http://www.epa.gov/pbt/pubs/dioxins.htm). TDI (tolerable daily intake) values recommended by WHO is 1-4 pg TEQ/kg/day. However, several nations have performed their own reassessment of the available toxicity data for dioxin to derive a TDI (ASTDR, 2011). Today, the largest release of these chemicals occurs as a result of the open burning of house- hold and municipal trash, landfill fires, and agricultural and forest fires. Breast milk is a substantial source of exposure for infants (Lundqvist et al., 2006), though breast milk levels have been decreasing in recent years (Arisawa et al., 2005).
Polycyclic aromatic hydrocarbons are ubiquitous pollutants formed from the combustion of fossil fuels, industrial powder generation, incineration, production of asphalt, coal tar and coke, petroleum catalytic cracking and primary aluminium production (WHO, 2003). The specific emissions of PAHs from modern cars were observed to be 5 times higher from diesel engines than from gasoline cars during transient driving conditions. Older diesel cars and gasoline cars with a catalytic converter of outmoded design have 5–10 times higher PAH emissions than modern cars. PAHs can react with pollutants such as ozone, nitrogen oxides and sulfur dioxide, yielding diones, nitro- and dinitro-PAHs, and sulfonic acids, respectively (WHO, 2000). PAHs have a tendency to be associated with particulate matter and may be subject to direct photolysis (WHO, 2010). A number of PAHs are mutagenic and genotoxic, and induce DNA adduct formation in vitro and in vivo. IARC considers several purified PAHs and PAH derivatives to be probable (group 2A) or possible (group 2B) human carcinogens. Benzo[a]Pyrene has decreased fertility and caused embryotoxicity (WHO 2010) Our research group has conducted a study aimed to evaluate concentration of priority PHAs in seminal plasma samples of healthy men (age 20-45 years) living in a polluted area of Sicily (Priolo-Augusta-Melilli triangle), declarated “area at elevated environmental crisis”. Our results show that the semen quality could not be affect by PAHs concentration air (Oliveri Conti et al., 2011).
Emissions of PAHs decreased by 60 % overall between 1990 and 2008 in the EEA-32 but increased in a small number of countries (EEA 2010). In Europe and the United States, urban traffic contributes 46–90% of the total PAHs in ambient air. Recent initiatives included the conversion to ultralow-sulfur diesel fuel, aimed to be 97% cleaner (Narváez, 2008)
Non-methane volatile organic compounds are a collection of organic compounds that differ widely in their chemical composition but display similar behaviour in the atmosphere. Essentially, NMVOCs are identical to VOCs, but with methane excluded. NMVOCs are emitted into the atmosphere from a large number of sources including combustion activities, paint application, road transport, dry-cleaning and other solvent uses and production processes. NMVOCs contribute to the formation of ground level (tropospheric) ozone. In fact, the hydrocarbons have a strong tendency to react, in the presence of light, with the oxides of nitrogen and oxygen. In addition, certain NMVOC species or species groups such as benzene and 1,3 butadiene are hazardous to human health. Quantifying the emissions of total NMVOCs provides an indicator of the emission trends of the most hazardous NMVOCs. Biogenic NMVOCs are emitted by vegetation, with amounts dependent on the species and on temperature (EEA, 2010; EEA, 2011). There are thousands of organic compounds known ascribable to NMVOC, both of natural origin that is released into the air from plants (biogenic), and anthropogenic (anthropogenic), both species we can find them in the air or in the form of gas or in the form steam. The main TNMCH are generally: aliphatic hydrocarbons or carbon chain with a linear structure, or with aromatic ring structure (benzene, toluene, xylenes, etc..), oxygenated (aldehydes, ketones, etc.)., etc. Their concentration in the atmosphere in urban areas and industrial centers are directly related to vehicular traffic, domestic heating, to phenomena of evaporation of gasoline (engine compartments and tanks), the exhaust gas vehicle (incomplete combustion of fuels), the emissions from petrol stations fuel and many industrial activities (eg, oil refining, storage and handling of fuels, production of paints and solvents, etc....) (ARPAT, 2010; Broderick & Marnane, 2002). Solvent use and road transport are the two most significant sources of NMVOC emissions in urban environments. (Sidiropoulos C, 2009) but Today the major contributions of NMVOCs anthropogenic emissions are ascribed primarily to vehicular traffic. Adverse operating conditions of the vehicle (low speed, repeated gear changes, and frequent stops to a minimum) as those due to heavy traffic have resulted in greater emission of unburned hydrocarbons. The evaporative emissions mainly stem from the volatility of fuel and are therefore made up only of hydrocarbons. They occur when walking, both with the engine off at stops (ARPAV, 2004). The effects on human health are very different depending on the types of compounds present in the mixture thus depend solely on the type of hydrocarbons present and their concentrations (WHO, 1989; WHO, 2005). Hydrocarbons Alkanes are absolutely non-toxic. Are toxic and carcinogenic in some cases a part of the aromatic hydrocarbons (“Air Quality Guideline for Europe” WHO, 1989; Sciacca S. & Oliveri Conti G, 2009).
TNMCH Anthropogenic emission in Italy (da APAT)
Improved loading technology in the oil industry in the last 10 years has contributed to the decline, and this trend continued in 2010. However, the emission of solvents from products increased steeply in 2010, after a drop in the previous year, and made up for the decline in the oil industry. The NMVOC emission still ended 28% below the Gothenburg Protocol target. The emissions of non-methane volatile organic compounds have decreased by 51% since 1990. In 2009, the most significant sources of NMVOC emissions were ‘Solvent and product use’ (36%) (comprising activities such as paint application, dry-cleaning and other use of solvents), followed by ‘Commercial, institutional and households’ (15%). The decline in emissions since 1990 has primarily been due to reductions achieved in the road transport sector due to the introduction of vehicle catalytic converters and carbon canisters on petrol cars, for evaporative emission control driven by tighter vehicle emission standards, combined with limits on the maximum volatility of petrol that can be sold in EU Member States, as specified in fuel quality directives. The reductions in NMVOC emissions have been enhanced by the switching from petrol to diesel cars in some EU countries, and changes in the ‘Solvents and product use\' sector (a result of the introduction of legislative measures limiting for example the use and emissions of solvents.
Polychlorinated biphenyls are mixtures of chlorinated hydrocarbons that have been used extensively since 1930 in a variety of industrial uses and are another major contaminant of concern in communities (Johnson BL, 1999). PCB production in most countries was banned in the 1970s and 1980s (Vallack, 1998).
According to the position of the chlorine atoms in the molecule of biphenyl may be obtained 209 congeners, 12 of which have characteristics similar to the dioxins and therefore defined dioxin-like (ASTDR, 2000). All PCB congeners are lipophilic (lipophilicity increases with increasing degree of chlorination) and have very low water solubilities. Once in the environment, PCBs do not readily break down and therefore may remain for very long periods of time. They can easily cycle between air, water, and soil and can be carried long distances. Air is probably the most significant compartment for environmental distribution. Their presence is ubiquitous in the environment, and residues have even been detected in the Arctic air, water and organisms (Alcock et al, 2003).
PCBs were formerly used as dielectric fluids in transformers and large capacitors, as pesticide extenders, plasticisers in sealants, as heat exchange fluids, hydraulic lubricants, cutting oils, flame retardants, dedusting agents, and in plastics, paints, adhesives and carbonless copy paper. Although PCBs are no longer made people can still be exposed to them. Old fluorescent lighting fixtures and old electrical devices and appliances, such as television sets and refrigerators, therefore may contain PCBs if they were made before PCB use was stopped. When these electric devices get hot during operation, small amounts of PCBs may get into the air and raise the level of PCBs in indoor air (ASTDR, 2000).
Food is the main source of exposure for the general population. PCBs enter the food chain by a variety of routes, including migration into food from external sources, contamination of animal feeds, and accumulation in the fatty tissues of animals. PCBs are found at higher concentrations in fatty foods (e.g., dairy products and fish). Other sources of exposure in the general population include the release of these chemicals from PCB-containing waste sites and from fires involving transformers and capacitors. The transfer of PCBs from mother to infant via breast milk is another important source of exposure. The lesser-chlorinated PCBs are more volatile and indoor inhalational exposure from buildings containing caulking made with these PCBs prior to 1979 can increase background serum levels.
Today, PCBs can still be released into the environment from poorly maintained hazardous waste sites that contain PCBs; illegal or improper dumping of PCB wastes, such as old transformer fluids; leaks or releases from electrical transformers containing PCBs; and disposal of PCB-containing consumer products into municipal or other landfills not designed to handle hazardous waste. PCBs may be released into the environment by the burning of some wastes in municipal and industrial incinerators (ASTDR, 2000).
Human health effects that have been reported after investigations of occupational and accidental exposures to high levels of PCBs include elevations of serum hepatic enzymes, dermal changes (such as chloracne and rashes), inconsistent associations with serum lipid levels, and some types of cancer in particular of the gastrointestinal tract (e.g., liver, biliary). They are classified as probable human carcinogens by IARC (ATSDR, 2000; Carpenter, 2006). PCBs weakly interact with estrogen and thyroid receptors and with transport proteins (Purkey et al., 2004). Developmental and fetotoxic effects may also be observed in humans.
Our research group has conducted a study with the aim to evaluate the presence of possible alterations of sperm parameters of male exposed to PCB. We studied a group of 96 volunteers (aged 20-46 years) resident in the Priolo-Augusta-Melilli (SR) triangle, which has been declared “area at elevated environmental crisis” (Italian Government note). Of all congeners analyzed the 74 appears to be the predominant (Fig.1). Our results show an alteration of the morphology and motility of spermatozoa. (Ferrante et al., 2006; Altomare et al, 2012).
Percentage of subjects with detectable PCB levels in seminal plasma.
In general, published emission estimates for PCBs are difficult to compare as the methodological and empirical basis are different (Breivik et al., 2002; Breivik et al., 2004).
For decades, many countries and intergovernmental organizations have banned or severely restricted the production, usage, handling, transport and disposal of PCBs so, since the early 1980s, PCB concentrations in the air have shown a significantly decreasing trend for urban, rural, and marine/coastal areas. PCBs are also significantly decreased the concentrations in blood and human milk (Porta et al, 2012; Alivernini et al, 2011).
Concentrations of PCB in human blood decreased about 34-56% from 2002 to 2006 with difference for age, body mass index, weight (Porta et al., 2012). The comparison between PCBs measured in human milk samples collected in Rome between 2005 and 2007 with two previous studies performed in Rome in 1984 and in 2000-2001 indicates a 64% decrease of PCB levels, still in progress data are in good agreement with recent European studies (Alivernini et al., 2011).
Volatile organic compounds, major air pollutants in the indoor environment, are molecules typically containing 1–18 carbon atoms that readily volatilize from the solid or liquid state and are easily released into indoor air. All organic chemical compounds that can volatize under normal indoor atmospheric conditions of temperature and pressure are VOCs. These substances are classified in Very Volatile Organic Compound (VVOC), Volatile Organic Compound (VOC), and semivolatile Organic Compound (SVOC) to show the wide range of volatility among organic compounds. VOCs are emitted from many household products, including paints and lacquers, paint strippers, cleaning supplies, combustion appliances, aerosol sprays, glues, adhesives, dry-cleaned clothing, and environmental tobacco smoke. VOCs, which predominantly exist in the vapor phase in the atmosphere, and SVOCs, which exist in both vapor and condensed phase, redistribute to indoor surfaces and may persist from several months to years (Weschler et al., 2008). VOCs are of concern as both indoor air pollutants and as outdoor air pollutants but several studies have reported a two to fivefold increase in indoor concentrations of VOCs as compared to outdoors (Sexton et al. 2004). VOCs emission in Italy are regulated by the legislative decree 152/2006 that establishes thereshold values between 50 mg C/Nm3 - 150 mg C/Nm3. Moreover both adults and children spend an estimated 90% of daily hours in indoor setting and energy conservation measures for buildings have led to reduced air exchange rates and promotion of indoor moisture buildup (Bornehag CG et al. 2005).
Exposure to VOCs can lead to acute and chronic health effects. The risk of health effects from inhaling any chemical depends on how much is in the air, how long and how often a person breathes it in (MDH, 2010). The major potential health effects include acute and chronic respiratory effects, such as bronchitis and dyspnea. Over the past few decades concern has increased about respiratory health effects from exposure to indoor air pollution.
Several studies have shown that the major effect of VOC’s exposure is the development of asthma and allergic symptoms. Global trend in prevalence of allergic airway disease and other types of allergies in children and young adults appears to be increasing in Western countries, not only as seasonal decreases or in the context of particular ambients (Green et al., 2003). Between 2008 and 2010, our research group has conducted a study to evaluate the exposure to VOCs of secondary school students of first and second degree of Melilli Augusta and Priolo, area whit high environmental impact. The exposition was assessed by the passive samplers know, the Radiello, worn by student. The results show that the concentrations of major VOCs such as benzene, toluene and ethylbenzene, with a few exceptions, are within the limits of the law (Acerbi et al, 2010). Another study of our Department shows that the exposure to various environmental pollutants, including VOC, can cause development and exacerbation of asthma symptoms especially in children (Oliveri Conti G et a.,l 2011). Causal factors underlying these diseases and other contributors of global trend in prevalence since the 1970s remain unknown. Global secular trend in asthma and the allergy disease prevalence draw a parallel with vast shift in diet, lifestyle, and consumer product uses within the western societies since the World War II (Weschler et al., 2009). Enormous quantity and array of chemical compounds have been introduced in the societies which adopted western lifestyles. Consumer products, such as computer, TV, and synthetic building materials, including artificial carpets, composite wood, polyvinyl chloride (PVC) flooring, foam cushions, and PVC pipes emit an array of volatile organic compounds (VOCs), semi-volatile organic compounds (sVOCs) and nonorganic compounds. In a study, conducted as part of the European Community Respiratory Health Survey (ECRHS), authors reported higher concentration of total VOCs in recently painted homes, which was significantly associated with increased odds of asthma. Similarly, in a recent population based case-control study of children in Western Australia, two to threefold increased odds of asthma was reported among children exposed to benzene, ethylbenzene, and toluene (Rumchev et al., 2004). Indoor residential chemicals, emitted from particle board, plastic materials, recent painting, home cleaning agents, air freshener, pesticide, and insecticide, consistently increase the risks of multiple allergic symptoms and asthma-like symptoms (Henderson et al., 2008; Mendell et al., 2007). As far as respiratory deseases, VOCs are responsible for allergic skin reaction, neurological toxicity, lung cancer, and eye and throat irritation, fatigue, headaches, dizziness, nausea and neurological symptoms such as lethargy and depression (Guo et al., 2004).
One of the most important VOCs is benzene. Benzene is an aromatic volatile hydrocarbon, having a characteristic smell. It come mainly into air from vehicles emissions, and from refueling losses; smoke from tobacco contains benzene and, in closed spaces, it constitutes the greater source of such polluter. Short term effects on man act on nervous system while long term ones produce progressive reduction of blood plateles and effect on leucocytes. Due to its toxicity benzene has been inserted from IARC in group I. In an our study as far as the city Catania is concerned, the benzene concentration has been maintained under the objective values of 10 microgrammi/m3 (Ferrante et al., 2004)
We made a critical analysis of recent literature on biomarkers used in the assessment of exposure to benzene in order to identify, on the basis of personal research, and reliable biological indicators appropriate for monitoring exposure to low levels of solvent. We concluded identifying the urinary compartment, the site of elimination of benzene and its metabolites as such, as the most suitable for biological monitoring of benzene. The urinary benzene is certainly a valid biomarkers in the estimation of the internal dose of benzene, even if the measure prevail in precautions. The trans, trans-muconic acid, metabolite of benzene, as there is of toxicological interest, can be considered the most important biomarker in the assessment and of exposure and individual susceptibility to adverse effects of benzene. (Vivoli et al., 2002)
The platinum group metals sometimes referred as the platinum group elements, comprise the rare metals platinum (Pt), palladium (Pd), rhodium (Rh), ruthenium (Ru), iridium (Ir) and osmium (Os).
Accumulation of PGEs is increasing in the environment over the time. The detection of PGEs, even in remote areas of the planet, provides evidence of the global nature of the problem. Catalytic converters of modern vehicles are considered to be the main sources of PGE contamination in addition to some other application (e.g. industrial, jewelry, anticancer drugs, etc.). The wide-scale use of catalytic converters for automotive traction in most industrialised Countries has led, over the years, to a substantial increase in environmental concentrations of PGEs. Along with PGEs the vehicle exhaust catalysts contain also a number of stabilizers, commonly oxides of rare earth elements and alkaline earth elements such as cerium (Ce), lantanium (La) and zirconium (Zr). Platinum content of road dusts, however, can be soluble, consequently, it enters to the waters, sediments, soil, and finally, the food chain. The effect of chronic occupational exposure to Pt compounds is well-documented, and certain Pt species are known to exhibit allergenic potential, but PGEs have also been found to be related to asthma, nausea, increased hair loss, increased spontaneous abortion, dermatitis, and other serious health problems in humans. Some researchers have shown that the Rh and Pd have a role on the emergence of certain tumors of the blood in rat. The vast majority of studies on airborne PGMs have however been carried out in urban areas characterised by high traffic density or in areas adjoining the aforementioned zones.
Analytical difficulties restrict the number of studies carried out for PGE concentration estimation in air and airborne particles.
In fact the low PGE concentration in the environmental samples combined with numerous interferences in the most sensitive analytical techniques are considered to be the major difficulties by many technicians.
Ravindra et al. (2004) says that : “the Pt concentration in air was reported to be lower than 0.05 pg/m3 near a freeway in California. However, other studies in Germany have shown that the total Pt concentration in air along a highway ranged from 0.02 to 5.1 pg/m3 (0.6 to 130 ng/g) with the Pt mainly present in the small particle size fraction (from 0.5 to 8 µm), whilst the larger airborne particles had a lower Pt content. The proportion of soluble platinum in air particles varied from 30 % to 43 %. A mean Pt concentration of 7.3 pg/m3 has been measured inside Munich city buses and tramways during regular rides, with a strong correlation with traffic density. Bocca et al. (2003) reported a significant difference for the PGE content of air in urban and remote sites of Rome. The PGE concentration in urban airborne particulate matter ranged at 21.2-85.7 pg/m3 for Pd, 7.8-38.8 pg/m3 for Pt, and 2.2-5.8 pg/m3 for Rh. In Madrid, the Pt and Rh concentrations in airborne particulate matter ranged from 3.1 to 15.5 pg/m3, and from not detectable to 9.32 pg/m3, respectively”.
The present literature survey shows that the concentrations of these metals have increased significantly in the last decades in diverse environmental matrices; like airborne particulate matter, soil, roadside dust and vegetation, river, coastal and oceanic environment. Generally, PGEs are referred to behave in an inert manner and to be immobile.
Our research group has carried out a study on this issue entitled: “First data about Pt, Pd, and Rh in air, foods and biological samples in the district of Catania” (Ferrante et al., 1998) in order to acquire data about Rh, Pt and Pd concentrations in air, food, blood and urine samples of the territory of Catania in order to establish a set of values to make an initial bibliography. Metals investigated have been found in the samples assayed, although discontinuously and in trace concentrations.
Another study carried out on the Italian territory by Spaziani et al. (2008) investigated the Pt distribution in urban matrices (soils and dusts) in five cities, from north (Padova), central (Rome and Viterbo), and south (Naples and Palermo) Italy in order to obtain a large set of data concerning pollution from autocatalysts. Analyses show a beginning of Pt enrichment in urban soils, with concentration ranges of 0.1–5.7 ng/g (Padova), 7–19.4 ng/g (Rome), 4.9–20 ng/g (Viterbo), 4.7–14.3 ng/g (Napoli), and 0.2–3.9 ng/g (Palermo).
Platinum group elements from automotive catalytic converters are continuously increasing in environmental matrices over the time. It is still under discussion, whether the emitted PGEs are toxic for human beings. The potential health risk from these elements would have to be taken in consideration for the possible risk of exposure for those living in urban environments, or along major highways.
The movement of atmospheric pollution between continents attracts increasing political attention. In a context dominated by the struggle against the emission of greenhouse gases, problems of air quality should not be underestimated and policies relating to climate protection must be taken into account.
All the above topics need further investigation (both experimental and model), partly on the base of health studies for novel air pollutants, to reach a better understanding of the behaviour of these in the environment. Greater international cooperation, also focusing on links between climate and air pollution policies, is required more than ever to address the phenomenon of air pollution.
However, the most important thing that emerges from our forty years of experience on the environmental topics is the need for a more precise and careful risk management (identification, esteem, evaluation and interventions on the risk). Too often technologies that pose a serious risk to the human health are replaced with technology just as risky or even riskier for the health of the population with enormous burdens also of the social and health costs.
Although, there have been tremendous studies on creativity over the decades, it can be said that there are many treasures that can be found in “the mining of creativity”. Over the years, both the development/change process that humanity have been through and the technological advancements have resulted in the formation of various resources ranging from the definition to the evaluation of creativity. Despite these advancements, as each era brings its own needs, new necessities are occurring in the field of creativity. One of the necessities can be said to develop a web-based automatic scale to evaluate fairly the potential of the twenty-first century individual called as digital native. In this chapter of the book, the questions tried to be answered: “What quantitative measures of semantic distance applied in research tell us about creativity or domain-specific creativity? Why is LSA getting be popular in recent research? Is LSA scores successfully predicted the average human creativity scores?”. In addition, the definition of creativity, the tendency of creativity studies through the process, the studies about the evaluation of the creativity, the automatization about the evaluation of the domain-specific creativity and the usage of LSA and the related knowledge were discussed.
If the invention of writing is a turning point for the history of humanity, the speech that Guilford gave in the 1950s in American Psychological Association is the same for modern creativity studies. It can be said that this speech had an impactful effect on the domain experts. Before the speech of Guilford, the researches related to creativity were only % 0.2 in the Psychological Abstract index [1]. However, after this speech, it can be seen that both the amount of the studies and the results of them have increased in the field of creativity.
Recently, there are many definitions, theories, methods and scales available in the field of creativity. To begin with the definitions, Treffinger [2] has reviewed over 100 definitions in the field. Some of researchers has compiled 101 contemporary definition proposals from the children and the adults [3]. Despite so many definitions, as the studies of creativity cannot present a clear definition, this situation leads to inconsistent results [4]. This problem in the field of creativity can be likened to blind men and the elephant issues. When the recent studies are looked into, there is a wide range of discussions in the topics of like Covid-19 [5], defining oxytocin level [6], migration studies [7], creative process studies [8] using blind men and elephant issue for explaining. The blind men and elephant issue is based on the artwork of famous calligraphy artist Hanabusa Itchô (see more detail in [8]). In this artwork, a group of blind men tries to understand and define an elephant by touching its body but they have limited knowledge during this process. The shortage of knowledge leads them to make wrong or limited guesses. Similarly, this metaphor reflects the situation of the creativity field. Although, the studies focus on the different viewpoints of the creativity, the sum of the studies can be worthy for understanding the creativity.
When we look into the studies focusing on the theory and methods of the creativity, the most well-known classification in the field is seen to be the 4P Framework of Creativity (process, person, product, press) [9]. The other noticeable theories and models in the field can be listed as Associative Theory: stimulus-response (S-R) perspective [10], Structure of Intellect Model (SOI) [11], Incubation and Intuition [12, 13], Componential Model [14], Geneplore Model [15], Investment Theory of Creativity [16], Systems Model of Creativity [17], Amusement Park Theory [18], H-creativity [19], multiple levels of creativity (Big-C, Pro-c, little-c, and mini-c) called The Four-C Model of Creativity [20], The 5A’s of Creativity: Person/Actor, Process/Action, Product/Artifact, Press/Audience & Affordances [21] and more recent one can be shown as the Minimal Theory of Creativity Ability [22]. All these studies can be seen as concrete proof of the hard work that field experts do to understand, evaluate and form the theoretical framework of creativity.
Creativity is studied for over a century, so there are many competing and complementary creativity tests in the field. It can be claimed that the situation is not pessimistic regarding the evaluations done to evaluate creativity. For instance, according to the National Center on the Gifted and Talented, there are more than 100 techniques [3], 72 tests to evaluate the creativity by the center for creative learning, CLL [23] and Cropley [24] stated that there are at least 255 creativity tests in the literature [25]. According to Weiss, Wilhelm & Kyllonen [26], there are 228 identified creativity measures appearing in the literature since 1900. The many competing and complementary creativity tests in the field make it difficult for potential users to decide on their appropriateness. The most widely used creativity tests in the literature are presented by grouping in terms of 4P of the creativity and schemed by using Coggle.it in the below:
Because creativity is multidimensional and can be represented with different viewpoints, the way how creativity is defined affects how it will be measured and evaluated [25]. For that reason, in which ways creativity is evaluated has been tried to be explained in the above section. However, the scales that are known to measure creativity are usually limited in the sense of conception and psychometry. Moreover, as the choice of the staff and the training of them increase the expense, it reduces the functionality of these tests [27, 28]. According to Baer’s severe criticism, the future of these tests is independent of their existence in the twenty first century or not is clearly suspicious [29].
Compared with the definition of creativity, it can be said that measuring creativity by using criterion-based objective rating scales is more difficult [30]. There are hundreds of tests to evaluate the creativity in the literature [31]. The methods and classifications used to classify and define the assessment types previously mentioned have been tried to be explained above (see Figure 1). The way of the tendency of the studies focusing on creativity has been explained below.
Tests of creativity within the 4P framework.
Sawyer [32] divided the studies related to the creativity into three categories. The first category consisted of the studies focusing on the creative person and the features of him/her; the second category consisted of the cognitive psychology experiments in the 1980s and the studies focusing on the cognitive aspect of creativity; the third category was defined as the studies dealing with the experiments conducted within the scope of sociocultural and interdisciplinary approach in the 1990s. The recent creativity studies focusing on the neurology and the computer-aided studies can be seen as the fourth category. Just as Guilford criticized the field of psychology for being indifferent to creativity, today, similar criticism is valid for the lack of studies in the field of neurology and artificial intelligence. In the visual given below, the previously mentioned four processes are schemed and presented (Figure 2).
The tendency of creativity studies in the process.
It will not be a good approach to think of these categories separately from each other. Because science has a cumulative and progressive structure, it can be claimed that the results of the former studies shape and contribute to the latter studies.
Due to the fact that the creativity’s own features, it is a quite generous field to do studies for the field experts. Besides, it can be said that it gives directions to creativity studies in each period. The field of the creativity has been a remarkable study field focusing on a particular field or discipline within the last 15–20 years (see [29, 33, 34, 35, 36]). One of the reasons for this situation may be thought resulting from the fact that whether the creativity is domain-general or domain-specific. In other words, the wheel of the ship has turned with an angle of 180°, and it is a sign of the fact that the nose of the ship also turned from domain-general to domain-specific. Along with this information, scientific creativity tests, artistic creativity tests, tests measuring the potential of linguistic creativity can also be included into the roof of the scales recognizing the creativity as domain-specific. Although, there are tests named verbal tests in the field, the tests which measure the potential linguistic creativity are needed in the field.
It can be claimed that language, which is the common ground especially for linguists, philosophers, sociologists, anthropologists, psychologists, educators, communication experts and even computer scientists, Then we can ask the question that why the language means so much for many different disciplines? Language is a talent representing a unique feature that is only special to human beings according to many researchers [37]. In other words, language is a tool used for the service of thinking [38] and also a tool aiding for making arrangements [37]. According to the writer of the chapter, language is both the representative of the creative potential of the person and a tool for expressing the creative potential of the person. Similarly, Holtgraves [37] states that language can be seen as a tool, which can be used to achieve particular goals.
Just as language is known to have more than one skill (listening/observing, speaking, reading, writing), creativity also has more ways/aspects. Because both of them have multiple structures, language and creativity can be likened to each other. The evaluation of these two concepts is very difficult because of the aspects they have.
It can be said that there are a great number of theories and models related to the creativity in the literature. A similar situation may also be seen in the scientific creativity (see [39, 40, 41, 42, 43]). However, the linguistic creativity does not have the same richness [44] and unfortunately has a limited research database in the literature. Furthermore, when the linguistic creativity is concerned, it is a limited perspective to think of the studies of language teaching. Moreover, it can be said that there are limitations in terms of the conceptual perspective.
The definition of language creativity varies just like creativity. For instance, there are researchers who state that language is an ongoing creation, and those who state that language can expand until the newly formed borders by exploring new resonances [3]. These definitions show that linguistic creativity has a turbulent history in the twentieth century linguistic [45]. Not only the term of the linguistic creativity is a special gift or draws an unexpected path with words but also it has a wide range of meaning starting from the understanding of the linguistic creativity to the special usage of the term. Variability is related with the concept of linguistic creativity. In other words, to be able to create different language structures, the flexible association of the language units is needed [46].
It can be said that if there is language in a place, there are also ideas. If there are ideas, associations are also there because the relationships, which are based on the associations, happen within the framework of the language person has. This situation reminds us the words that Wittgenstein said: “The borders of our language determine the borders of our World”. On the other hand, it can be said that the language skill has both cognitive and social way. For instance, we benefit from language in our academic life, doing our daily chores, communicating with people, analyzing the events we face and use them through filtering personally and cognitively and as a result, we come to an assumption or conclusion.
When real life problems are mentioned, as a solution of them, maths and science based disciplines are remembered or there is a perception regarding of them. As mentioned above, in the focus of the experience and problem takes place the language. Thereby, it can be said that in the solution of every kind of problems, language processes remain. For that reason, associations and analogies take place in the framework of the domain-specific creativity.
The questions that what the creativity really is and if it is possible to measure it or how the ideal evaluation scale should have always been discussed by the field experts. In the field of psychology and psychometry, the persuasive and convincing seen criterions are mentioned as the “validity” criterions. In this sense, a couple of validity kinds were defined. One of them is defined as “face validity” and it means that the content of the test has a meaning for field experts. The second kind of validity is known as “construct validity”. This validity type means whether the content of the test is based on the nature of the creativity. The third kind of validity is named as “predictive validity” [47]. In this kind of validity, test should foresee everything related to the creativity concept. For instance, to be successful in the field of life needs creativity. Just like Weisberg’s [36] example pointing out that RAT measures the potential of the creative thinking capacity: “If you want to determine the potential of a good marathon runner, you should measure his capacity of lungs not his speed of running”. Why shouldn’t we use the scales which will help the creativity integrate into the education programmes or measure the potential of the creativity automatically? Because the biggest service of an assessment tool is to determine the individuals who have the potential of the creativity in the future?
In the digital society changing fast, creativity is accepted as one of necessary basic skills of the twenty first century for professional and personal success [20]. For that reason, many countries have been focusing on the creativity in terms of their education process more and more. It has been a primary subject to determine and develop the creativity of the students in the early ages of them [48, 49]. So, reliable psychometric tests are necessary to select creative individuals and determine the potential of the creative individuals in the field [27, 28]. Consequently, the usage of the assessment scales that will measure the potential of the creativity of the individuals and can make automatic calculations, which are suitable for the conditions of the twenty first century, is not a choice but a necessity.
Education and instruction environments can be defined as the places preparing the individual for life. If it is the case, what kind of assessment scale(s) should we use to measure the creativity of these individuals? Teachers are not always the right people measuring or assessing the creativity in a best way. As an example of it, Torrance’s [50] (the father of the creativity was an English teacher) 12-year-study can be given. According to the result of the study, the relationship between the assessment and the creative features of the students could not be found. The same students are seen to have shown their creativity in their adulthood [51]. The reason for this matter should be questioned. How much do teachers know their students? or how can teachers choose the students who have the creativity potential? If the teachers are expected to find answers for these questions, the system should also be regulated to serve for the aims of the teachers. So, where is the basis of the current system based on? Let’s get ready to find out by going back in time.
The organizational processes, which see the creativity as a concrete aim, are very few. No matter thinking out of the box, being eager to take risk and being original are the words that are uttered frequently, it is open to discussion whether the system and decision-makers in the system truly want it. For example, the starting point of the current school-based education is based on the book of “The principles of Scientific Method”, which is a book by mechanical engineer Frederick Taylor written in 1911 to increase the productivity in the workplace. The “Taylorism” approach, which was put forward in his book, still has its effect on the education system. The reason why this approach had so much impact on the education can result from the fact that it was supported by the father of the American psychologist Edward Thorndike. Taylorism claims that the individuals should be placed based on their talents and supports the idea that the scale of the system should be based on the speed. Because, the measurement of the speed is easier than determining the individual’s talent on a field. Therefore, to assessment people’s ability, they were looked into how much they were fast. As a result of this, standardization was focused not on the individualism and creativity [52]. The fact that how much this approach serves to meet the requirements of the human profile needed in the twenty first century is open to discussion.
Individuals grown up as digital natives [53] and known as the twenty first century individual, can be defined as game age or application generation [54]. If we want to assess this age’s native, we should design a scale appropriate for the conditions of this age. While assessing the creativity, we should get used to it. If not, as the digital immigrants, how can we guide to the digital natives who have a great potential to contribute their potentials to the universe?
When the scales are checked in the worldwide, it is clearly seen that using paper-pen-tests have been replaced with the web based tests. This change shows itself not only in the format of the tests but also in the process of the assessments (see [55]). For example, PISA, which is a test applied globally, was planned to be in the computer based environment and delayed to 2022 due to the global pandemic, but even so, it is seen that the test was revised according to the needs and the conditions of the period. The change in the application and assessment in PISA has also been seen in the question styles. According to the announcement published on the formal website, for the first time in the exam of PISA in 2022, students are expected to produce a visual artwork instead of giving a written answer or choosing one correct answer to measure the creative potentials of the students, The assessment includes open-ended tasks in which the answers do not have only one single answer but many of them [55]. This means that collecting answers from many students in the world and gives the hint of using computer-based (objective and automatic) assessment techniques. One example from the question of the PISA is shared below (Figure 3).
A question related to creativity in PISA.
In addition to this, the tendency of preferring the subjective assessment approach to objective (and automatic) assessment is also observed in the field of creativity [44, 56, 57, 58, 59]. This can be stemmed from the needs of the age. Furthermore, field experts should be open to progressive approaches to accelerate the growth of the proofs belonging to the assessment of the creativity [60].
Computer-based analyses allow for objective methods to make an assessment of the semantic-linguistic quality of narratives at the text level. In this regard, researchers have begun to explore the benefits of automated scoring approaches using computer-based computational tools [33, 61, 62, 63, 64, 65, 66, 67]. One of these approaches is Latent Semantic Analysis (LSA).
Being one of the automatic scoring approaches LSA, is a technique to extract and represent sentences with mathematical or statistical calculation. LSA express the ideas about that the similarities and differences in the meaning of words can be influenced by the similarities and differences in the overall context in which the word is there or not [68].
On the other hand, LSA is a language learning model in which meanings of words are extracted from statistical analyses of large chunks of text. LSA determines whether the words are related or not through analysis of the relationship between words based on which words are frequently used together and which words are rarely together [57, 69].
In addition, LSA is also used to measure the consistency of texts [70]. The aim of LSA is to create a structure that shows the level of similarity between words [69, 71]. With LSA, hidden connections in textual data are revealed. Unstructured data must be converted to structured format so that LSA can be used. Thus, LSA can be applied to any document stack whose syntactic and grammatical structure is cleaned [72]. Also, Heinen and Johnson [63] found that LSA-based measures of semantic distance relate to measures of novelty and appropriateness, measures of creative output [34, 67].
The semantic distance plays a role in various models about creative process research in field. So, Latent Semantic Analysis is a popular computational method to represent semantic distance in creativity research is through [65, 66, 69]. The role of semantic distance in creativity is rooted in the associative theory of creativity [10, 65, 73]. Therefore, the further a new concept moves away from a concept in a semantic space, the newer or more creative it will be. This is consistent with the “Associative Theory of Creativity,” which states that creativity involves the ability to connect relatively weak or distant concepts to each other and to combine them with new and useful objects. That is, the greater distance there is between the concepts produced, the newer combinations are produced and the more creative the produced thing is [10, 65, 69].
Creativity involves the ability to associate relatively weak or distant semantic components and to combine them into new and useful objects [74]. Researchers focusing on creativity have long struggled with how to measure creativity [56]. Examining studies showing that creativity can be achieved through computational processes, Boden [19] argued that it may be possible to create a program that can create works of art or symphonies [36]. The literature contains studies suggesting that computer-based and artificial intelligence supported creative products can be developed [75, 76, 77] on the one hand and studies on whether creativity can be assessed automatically [57, 58, 78] on the other hand. However, it is stated that there are limited studies on measuring creativity based on semantic distance [74]. For example, the creativity literature does not include much research on estimating the originality of an idea in a written work [44]. It is seen that there are just a couple of studies, and they deal with behavior [79] and words or expressions as a creative way of using language [80]. In addition, other studies in the literature show that writing quality is associated with stronger reading skills [81, 82, 83], broader vocabulary [81, 84], grade level [85], more flexible thinking skill [86], and level of knowledge on the topic to be written about [87].
In the study conducted by Runco, Turkman, Acar, & Nural [88], one of the more recent studies in the literature, the relationship between idea frequency and creativity is investigated. Another recent study [44] has incorporated new measurement techniques (keyword study) into the assessment process of linguistic creativity. With the computer-based keyword method used, yet another study [88] demonstrated how creativity revealed itself in written works (products) and to what extent this method reduced the time and effort cost in scoring multiple thinking tasks. Furthermore, the tests administered to the participants were assessed by domain experts (subjective) along with computer-based (objective and automatic) assessment, the new method. The obtained assessment results were promising for the objective assessment in hand.
Researchers in the literature [89, 90] found that divergent thinking (DT) tasks can be properly scored using LSA [72, 91]. The semantic word categorization performance of LSA [92] is reported to be satisfactory and comparable to human performance [65]. Additionally, LSA is preferred as it is objective, not based on human judgment, which allows obtaining reliable results among users, measurable and numerically applicable, grounded on a theoretical background, and justified [93] and it offers a strong way for quantitative analysis [73]. It can be stated that these findings show the usefulness and effectiveness of semantic distance measures to measure domain-specific creativity.
This chapter is a descriptive study. The method of research which concerns itself with the present phenomena in terms of conditions, practices beliefs, processes, relationships or trends invariably is termed as “descriptive survey study” [94]. In addition, descriptive research is devoted to the gathering of information about prevailing conditions or situations for the purpose of description and interpretation. This type of research method is not simply amassing and tabulating facts but includes proper analyses, interpretation, comparisons, identification of trends and relationships. It is concerned with the present and attempts to determine the status of the phenomenon under investigation. The survey research employs applications of scientific method by critically analyzing and examining the source materials, by analyzing and interpreting data, and by arriving at generalization and prediction [95].
According to Pandey and Pandey [95], Types of Descriptive Method: Descriptive method is divided into four parts. You may view the schematic below (Figure 4).
Types of Descriptive Method.
In this chapter, the context is discussed through the questions asked. What quantitative measures of semantic distance applied in research tell us about creativity or domain-specific creativity? The application of such methods can potentially provide a more quickly and objective measure of the output of creative thinking [65]. Why is LSA getting be popular in recent research? LSA, unlike many other methods, employs a preprocessing step in which the overall distribution of a word over its usage contexts, independent of its correlations with other words, is first taken into account; pragmatically, this step improves LSA’ s results considerably [69]. According to Kenett [65], a growing number of studies are applying quantitative measures of semantic distance in creativity research. In addition, more recently, LSA may have inspired some researchers to examine. So, it may cause more recent research is getting prefer to use LSA. Is LSA scores successfully predicted the average human creativity scores? Yes, according to Forster and Dunbar [90], LSA scores successfully predicted the average human creativity scores. and the success of this measurement technique was confirmed with a scale independently judged by humans and shown to be a better approximation of human responses than traditional measures.
Creativity has various definitions, theories and models and creativity can be assessed in many ways as well. The many competing and complementary creativity tests in the field make it difficult for potential users to decide on their appropriateness. On the other hand, there is still a surprising gap regarding in the field about computer-based (objective and automatic) assessment of creativity. However, recently new developments as implementing new technologies [96], digitalization [97] and scoring or assessment methods [56, 98] have been proposed. Despite the remarkable developments in technology, the literature on providing new scoring methods to pioneering creativity tests is still sparse [26].
As a matter of fact, the doctoral dissertation of the author of the chapter also includes the use of LSA in the automatic assessment of linguistic creativity [dissertation writing process in progress]. It is thought that the study will make a humble contribution to meet the need in the field. On the other hand, research focusing on LSA continues to be added to the literature day by day. In this regard, using LSA seems to be an effective method in the automatic/objective assessment of linguistic creativity. In summary, in this section, it is aimed to raise awareness of the need for computer-based (objective and automatic assessment) new scoring methods in the field of creativity.
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