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For over two decades now, the application of Citizen Science to Education has been evolving, and fundamental topics, such as the drivers of motivation to participate in Citizen Science projects, are still under discussion. Some recent developments, though, like the use of Artificial Intelligence to support data collection and validation, seem to point to a clear-cut divergence from the mainstream research path. The objective of this paper is to summarise the development trajectory of research on Citizen Science in Education so far, and then shed light on its future development, to help researchers direct their efforts towards the most promising open questions in this field. We achieved these objectives by using the lens of the Affordance-Actualisation theory and the Main Path Analysis method.

Several studies have been published on disengaged test respondents, and others have analyzed disengaged survey respondents separately. For many large-scale assessments, students answer questionnaire and test items in succession. This study examines the percentage of students who continuously engage in disengaged responding behaviors across sections in a low-stakes assessment. The effects on calculated scores of filtering students, based on their responding behaviors, are also analyzed. Data of this study came from the 2015 administration of PISA. For data analysis, frequencies and percentages of engaged students in the sessions were initially calculated using students' response times. To investigate the impact of filtering disengaged respondents on parameter estimation, three groups were created, namely engaged in both measures, engaged only in the test, and engaged only in the questionnaire. Next, several validity checks were performed on each group to verify the accuracy of the classifications and the impact of filtering student groups based on their responding behavior. The results indicate that students who are disengaged in tests tend to continue this behavior when responding to the questionnaire items in PISA. Moreover, the rate of continuity of disengaged responding is non-negligible as can be seen from the effect sizes. On the other hand, removing disengaged students in both measures led to higher or nearly the same performance ratings compared to the other groups. Researchers analyzing the dataset including achievement tests and survey items are recommended to review disengaged responses and filter out students who are continuously showing disengaged responding before performing further statistical analysis.

Globalisation and policy transfer in education make it incumbent upon decision makers to prioritise among competing policy options, select policy initiatives that are appropriate for their national contexts, and understand how system-specific factors moderate the relationship between those policies and student outcomes. This study used qualitative comparative analysis and correlational analyses to explore these relationships with publicly available data on socio-economic, cultural, and education conditions, and their association with PISA 2015 results in 49 countries. Findings show that gender and income equality, human development, and individualism were outcome-enabling conditions for PISA 2015 results, and gender equality was the most consistent of these conditions. These factors significantly moderated the relationships between education policy and PISA results. Implications for the identification of meaningful peer countries for comparative educational research, policy transfer, and the future expansion of PISA are discussed.

In this study, we investigated factors predictive of disconnection, or not being in education, employment, or training (NEET), among young adults with at least a 2-year college degree. We also explored the extent to which disconnection influences civic participation and well-being among NEETs with and without college degrees. The authors used 2012 and 2015 Organisation for Economic Co-operation and Development (OECD) data from the Survey of Adult Skills in the Program for the International Assessment of Adult Competencies (PIAAC) for 29 countries, including the United States, along with US 2012 data from the Education Longitudinal Study of 2002 (ELS:2002), collected by the National Center for Education Statistics (NCES). Results highlight that college-educated individuals whose parents have low levels of educational attainment actually have a higher likelihood of becoming NEET relative to college-educated individuals whose parents are more highly educated. Study findings also emphasize the influence of economic and geographic differences (country-level for OECD and county-level for United States) on NEET rates, in addition to the extent to which mothers have a higher likelihood and fathers have a lower likelihood of being NEET relative to their childless peers and the influence of country-level family leave policies on the odds of being NEET across the OECD. College field of study also emerges as an important influence on disconnection across the 29 OECD countries in the study, but not in the United States separately. Finally, comparing results for college-educated NEETs and NEETs without degrees, we found that higher education appears to reduce the likelihood of community disengagement and reports of poor health among NEETs across the OECD countries. However, this is not the case within the United States where NEETs are less likely to be engaged in their communities and more likely to describe themselves as in poor health regardless of their educational attainment.

Education is the core of the factors that improved people for a better lifestyle and increases the level of society' development. Quality education is one of the most vital goals of Sustainable Development Goals (SDGs) due to actualizing these factors. Using relational network data envelopment analysis (DEA), which have three interrelated substages, this current paper computes the educational economy efficiency of the Organisation for Economic Co-operation and Development (OECD) countries bearing in mind the characteristics related to SDGs. The contribution of our study is the use of a novel approach to computing the educational economy efficiency using relational network DEA with GAMS. Even though some interesting differences reveal in the efficiency of the countries, the findings show that countries with high-efficiency scores are clustered around countries like Latvia, Slovenia, and Korea.

The increasing prominence of neoliberal agendas in international higher education has led to greater weight being ascribed to student satisfaction, and the national surveys through which students evaluate courses of study. In this article, we focus on the evaluation of feedback processes. Rather than the transmission of information from teacher to student, greater recognition of the fundamental role of the learner in seeking, generating, and using feedback information is evident in recent international literature. Through an analysis of the framing of survey items from 10 national student satisfaction surveys, we seek to question what conceptions or models of feedback are conveyed through survey items, and how such framing might shape perceptions and practice. Primarily, the surveys promote an outdated view of feedback as information transmitted from teacher to student in a timely and specific manner, largely ignoring the role of the student in learning through feedback processes. Widespread and meaningful change in the ways in which feedback is represented in research, policy, and practice requires a critical review of the positioning of students in artefacts such as evaluation surveys. We conclude with recommendations for practice by proposing amended survey items that are more consistent with contemporary theoretical conceptions of feedback.

Background: There is a need to systematically compare and contrast mortality predictors and disparities in people with intellectual disabilities (ID) for global prevention strategy development. Method: Bibliographic databases and grey literature were searched using systematic review methodology and the machine learning tool "Abstrackr." Results: Fifty-four relevant articles and reports published from 2010 to 2019 were identified. Nearly all (n = 53) were from high-income countries. Mortality disparities were apparent and consistent across countries and publication years, with no evidence of a decrease over time. People with ID can still expect to live 12-23 years less than the general population and are particularly vulnerable to deaths from respiratory infections and epilepsy. Conclusions: Both population and individual-level approaches to prevention are indicated to tackle the continuing mortality disparities in people with ID, including consideration of reasonable adjustments in general population efforts to reduce health inequalities.

Introduction: The prevalence rates of bullying vary significantly across countries and continents. Specifically, UNESCO estimates that the prevalence rates vary from 22.8% (CentralAmerica) to 48.2% (Sub-Saharan Africa). Recently these differences among countries andregions have been attributed to culture- and country-level variables. Thus, the first purpose ofthis study is to examine the comparability of bullying in schools across countries. Secondly, across-cultural comparison of the latent mean scores of bullying is implemented. Method: The data of 286,481 adolescent students (M=15.78, SD=0.29) from 32 countrieswere analyzed using multilevel confirmatory factor analyses (MLCFA) and multigroup factoralignment. Results: Results indicated that the meaning of bullying is equivalent within and between cultures. However, cross-cultural differences in bullying are apparent. East Asian countries havethe lowest latent means of bullying, while Southeast Asian countries have the highest means.Anglo-Saxon, Eastern European, Mediterranean, South American, and Middle East countriesdisplayed rather higher scores. Discussion and Conclusion: These findings underscore the existence of cross-cultural differential responding in bullying measures. Further, the implicit role of culture as an importantvariable that determines the rates of bullying is underscored.

In large-scale assessments, performance differences across different groups are regularly found. These group differences (e.g., gender differences) are often relevant for educational policy decisions and measures. However, the formation of these group differences usually remains unclear. We propose an approach for investigating this formation by considering behavioral process measures as mediating variables between group membership and performance on the 2012 Programme for International Student Assessment complex-problem solving (CPS) items. We found that across all investigated countries interactive behavior can fully explain gender differences in CPS, but cannot explain differences between students with and without a migration background. However, in some countries these results differ from the cross-country results. Our results indicate that process measures derived from log data are useful for further investigating and explaining performance differences between girls and boys and students with and without migration background.

International businesses face a difficult task when trying to decide where to place or expand a business that could be located anywhere in the world. Each country is a complex system of human capabilities, technical systems, [infrastructure bases, laws, cultures and economic systems. How can a company know which country is best for it today, and even more importantly, which country will grow into an appropriate location for future business opportunities? Several studies offer insights into how to make site selection decisions (O'Farrell & Wood, 1994; Papadopoulos et al., 2002; Rothaermel et al., 2006) but the complexity of the data required makes initial analysis across many countries problematic. Most businesses, trying to predict an ideal country or sequence of countries to enter, are left to simple rules of thumb or decision models using limited criteria (Górecka & Szalucka, 2013; Alexander et al., 2011). A wide variety of country data of varying reliability and efficacy are frequently used (Rahman, 2003). Many of the largest companies have developed specialized teams with sophisticated models for site selection. However, for smaller companies finding reliable, consistently measured data they can interpret and analyze in ways that provide useful insights is a challenge. This article introduces the Social Progress Index, launched in April 2013 at the 10th annual Skoll World Forum held at the University of Oxford (The Origins, 2015). The Social Progress Index is unique because it is the most comprehensive framework developed for measuring social progress and the first to measure social progress independently of GDP or other economic variables (Porter, 2015; Keohane, 2015). Three cases have been chosen to demonstrate the usefulness of the Social Progress Index for site selection in three very different circumstances.

This paper presents a compilation of personal reflections from 66 contributors on the impact of, and responses to, COVID-19 in accounting education in 45 different countries around the world. It reveals a commonality of issues, and a variability in responses, many positive outcomes, including the creation of opportunities to realign learning and teaching strategies away from the comfort of traditional formats, but many more that are negative, primarily relating to the impact on faculty and student health and well-being, and the accompanying stress. It identifies issues that need to be addressed in the recovery and redesign stages of the management of this crisis, and it sets a new research agenda for studies in accounting education.

The primary objective of the study was to empirically test theoretical claims made about differences between Didaktik and curriculum traditions concerning teacher autonomy (TA) and teacher responsibility (TR). It tests the hypothesis that TA and TR are higher among Didaktik than curriculum countries. The second objective was to explore associations of TA and responsibility measures with students' science performance? Nationally representative data from 2009 Programme for International Student Assessment (PISA), collected through a two-step random selection process were used. For TA individual items Mann-Whitney rank-sum test was employed, while a difference of proportion test was used for TR items to examine the differences. Hierarchical linear modelling (HLM) was used to examine association of TA and TR items with students' science performance in PISA 2009. Overall and contrary to the initial hypothesis, teachers in curriculum countries enjoy both more autonomy and responsibility than teachers in Didaktik countries, but differences were substantively weak. Furthermore, within-country associations of autonomy and responsibility measures with students' science performance were found in a few countries. Further research is recommended to address TA and responsibility and complexities that accompany them in current stakeholder-crowded school contexts.

This article examines the extent to which parental socioeconomic status (SES) affects the likelihood of a child becoming a top-performing student, offering an international perspective by reporting this relationship in 31 developed countries. The impact of 3 important educational system characteristics (differentiation in terms of early tracking, standardisation, and private schooling) on the relationship between parental SES and top performance was determined. We employed multilevel logistic regression models on data from the Programme for International Student Assessment (PISA) 2015 (N = 216,980) to reveal that children with low parental SES have a lower probability of becoming a top-performing student than those with high parental SES, although this association differs between countries. The negative relationship between a disadvantaged parental background and top performance was not affected by the educational system characteristics under investigation.

This article examines the long-run effect of higher education, measured in average years of tertiary schooling, on the level and growth rate of national per capita income. It uses an improved dataset on educational attainments which not only reduces measurement error but also overcomes data comparability issues and allows us to estimate the long-run effect of human capital through higher education on economic development. Using unique long panel data for 36 advanced and emerging economies spanning over the period 1870-2010, we find that higher education has a positive and significant effect on the level and the growth rate of national per capita income. Specifically, our empirical results indicate that a 1% increase in educational attainment at higher education level would raise the growth rate of per capita income by about 0.01% to 0.02% over a five-year period. That is, at the sample mean, an increase in average tertiary education by one year would raise output growth by about 6% to 11% in five years. We find that the returns to female education are lower than the returns to male education at tertiary schooling levels. Our results are robust to alternative specifications.

Background: Data from the Programme for the International Assessment of Adult Competencies (PIAAC) revealed that countries systematically differ in their respondents' literacy, numeracy, and problem solving in technology-rich environments skills; skill levels also vary by gender, age, level of education or migration background. Similarly, systematic differences have been documented with respect to adults' participation in education, which can be considered as a means to develop and maintain skills. From a psychological perspective, motivation to learn is considered a key factor associated with both skill development and participation in (further) education. In order to account for motivation when analyzing PIAAC data, four items from the PIAAC background questionnaire were recently compiled into a motivation-to-learn scale. This scale has been found to be invariant (i.e., showing full weak and partial strong measurement invariance) across 21 countries. Methods: This paper presents further analyses using multiple-group graded response models to scrutinize the validity of the motivation-to-learn scale for group comparisons. Results: Results indicate at least partial strong measurement invariance across gender, age groups, level of education, and migration background in most countries under study (all CFI > 0.95, all RMSEA < 0.08). Thus, the scale is suitable for comparing both means and associations across these groups. Conclusions:Results are discussed in light of country characteristics, challenges of measurement invariance testing, and potential future research using PIAAC data.

This article argues that strong interrelations between methodological and theoretical advances exist. Progress in, especially comparative, methods may have important impacts on theory evaluation. By using the example of the "Varieties of Capitalism" approach and an international comparison of higher education systems, it can be shown that the use of improved data and of advanced analysis techniques changes the acceptance or rejection of the theoretical approach. As a conclusion, the article advocates data improvements, the use of advanced methods, more generally a methodologically reflexive interpretation of comparative research results as well as a closer cooperation between theory and method development.

The present study examined how access to home and school IT resources impacted student mathematics achievement. Data comprised 144,395 secondary school students from 7,308 schools in 22 developed economies who participated in the Programme for International Student Assessment (PISA) 2012. Results of hierarchical linear modelling showed that after controlling for student and school covariates, student achievement benefited from their access to home IT resources (main effect), and from the access to both home IT resources and highly educated mothers (interactive effect). Furthermore, IT resource shortages in school had a detrimental impact on student achievement (main effect), and the shortage accentuated the negative effects of school shortage in qualified teachers on achievement (interactive effect). Lastly, the results showed that students with less home academic and cultural resources were more impacted by IT resource access when compared to peers from advantaged families.

The old myth about the ability and variability of potential in children is a comforting myth, for those who are uneasy with the degree of inequality they see and would rather seek to justify it than confront it. The myth of inherent potential helps some explain to themselves why they are privileged. Extend the myth to believe in inherited ability and some can come to believe that their children will inherit part of a greater potential. These beliefs create and sustain inequality in society and allow for the creation of levels of ignorance in populations. This article uses insights from social geography and the sociology of education to examine how the myths are sustained past and present. It notes that countries with the highest degree of income inequality and the most unequal education systems have the worst outcomes for young adults, and these are the countries in which eugenic notions of inherited ability are resurfacing.

Access to current research materials, pedagogical best practices, and relevant knowledge has become problematic as journal subscription costs have increased. Increasing delays in the traditional publication timeline, coupled with high subscription costs, have resulted in a diminished ability for IS faculty and their students to access the most relevant research in a timely manner, an issue felt most acutely in developing nations. As IS educators seeks to increase the dissemination of their work and ensure that students have the most updated knowledge, one option is publishing in open-access (OA) journals. However, a lack of knowledge, inconsistent quality perceptions, the presence of predatory journals, and publication fees have negatively affected IS researchers' support for OA publishing. This study surveyed 68 IS scholars and found that IS scholars do not publish in OA journals due to concerns about fees, quality, prestige, and impact factors. This study found more similarities than differences between junior- and senior-level IS scholars, with junior faculty members placing more emphasis on the speed of publication than their senior colleagues do. By understanding the underlying reasons that IS faculty are favoring OA options, the study hopes to shed light on the reliance on traditional journal publication models that restrict the distribution of intellectual property. If the OA approach were embraced by more journals, IS faculty members and their students benefit through expeditious access to relevant content to support faculty professional development, instruction, and research.

This article was written in response to concerns that have been expressed about the possible consequences of an increasing number of countries overtaking the United States in educational attainment. International statistics on educational attainment were analyzed, questions about comparability of data were discussed, and the impact of different approaches to the organization of higher education on attainment rates was examined. The author concluded that comparing the rate of attainment of subbaccalaureate credentials between the United States and other countries is problematic both because of definitional issues, and as a consequence of the major transfer function of American community colleges. The article explains how colleges that previously offered short term vocational training in many European countries have evolved into vocationally-oriented baccalaureate granting institutions that have enabled their nations to achieve rapidly rising levels of baccalaureate degree attainment. It suggests that the experience of these countries may provide useful lessons--and cautions--for policy makers and educational leaders with respect to expanding the role of community colleges in awarding baccalaureate degrees.

Educational policies and practices are influenced by cultural, political, and economic factors, and this is also true of specialized educational approaches such as gifted education. Factors such as a country's cultural tendency toward egalitarianism or meritocracy, whether the political system is centralized or decentralized, and the degree to which the economy supports basic education for all students may be reflected in the way in which a country approaches gifted education. We examined gifted and talented education policies and practices in 38 Organisation for Economic Co-operation and Development (OECD) member and partner countries and considered how those policies and practices may reflect country-specific characteristics. In this article, we discuss ways in which gifted education in OECD countries may reflect cultural, political, and economic features of countries.

This article focuses on analysing the effect of educational differentiation policies of OECD educational systems on socioeconomically disadvantaged students, based on data from PISA 2009. The analysis is conducted on the basis of a definition of two subgroups of disadvantaged students: those that achieve high scores, and those obtaining scores that are significantly below the average for their country. Educational systems are classified in four models following the classification proposed by N. Mons. Results show that the more integrated the educational system, the greater the number of disadvantaged high achievers, and the lower the number of disadvantaged low achievers.

The current policy gaze on teacher quality is resulting in significant shifts in how teacher education is conceptualized, designed and delivered. Traditional approaches to teacher preparation and continuing professional development (CPD) are being challenged, and often displaced, by new models that expedite the process and experience of becoming a teacher, relocate teacher preparation from universities directly to schools and widen the pool of teacher education providers. This "reshaping" of teacher education and leadership development is at a critical point of reform in a number of systems, driven by the need to align with curriculum and wider education reform and the effect of the dual exposure of international comparative tests and economic performance. As a consequence the practice of teacher education, by which we mean the pedagogies, programmes and places through which and where teachers are prepared, must adapt to become more responsive to demands from government to deliver high quality teaching that is developed and sustained throughout a teacher's career. This means reconceptualizing teacher and leadership development as a career-long process developed by and through the professional continuum. It requires the redesign of the practice of teacher education, necessitating new thinking and fresh approaches to the rich pedagogies that must underpin professional learning programmes, the sites of professional learning and new partnership arrangements. Crucially it also involves widening the pool of teacher educators so that all teachers and school leaders are recognized as teacher educators.

Following Ben-Porath [1967. "The Production of Human Capital and the Life-Cycle of Earnings." "Journal of Political Economy" 75 (3): 352-365], the influence of life expectancy on education and on human capital has attracted much attention among growth theorists. Whereas existing growth models rely on an education decision made either by the child or by his parent, we revisit the Ben-Porath effect by modelling education as the outcome of bargaining between the parent and the child. We develop a three-period overlapping generations (OLG) model, where human capital increases life expectancy and shows that as a result of the unequal remaining lifetimes faced by parents and children, the form of the Ben-Porath effect depends on how bargaining power is distributed within the family, which in turn affects long-run economic dynamics. Using data on 16 OECD countries (1940-1980), we show that introducing family bargaining helps to rationalize the observed education patterns across countries.

The dramatic growth in health expenditures is an important health policy concern worldwide. Therefore, understanding the factors that increase health expenditures provides policy makers with evidence for decision-making. We aim to examine long-term effects of carbon dioxide emission, urbanization rate and GDP per capita on health expenditures. This study investigates the effect of carbon dioxide emission, urban population, and GDP per capita on health expenditure for 21 OECD countries over the period 1992–2018. Panel ARDL Approach and Gengenbach, Urbain and Westerlund Panel Co-integration Test have been used in the article. Test results indicate the long-run relationship among health expenditure and carbon dioxide emission, urban population, and GDP per capita. Effect of carbon dioxide emission (CO2), urban population, and GDP per capita is significant and positive on health expenditure. Rapid economic growths of OECD countries recently and environmental pollution have increased health expenditures in the long term. [ABSTRACT FROM AUTHOR]