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The present study aims to identify the most productive countries, journals, authors, institutions and the most used keywords in the field of special education during 2011-2020, based on the WoS database. The widespread effects of the papers and how they are related were analyzed with the bibliometric analysis method. The findings of the study showed that the USA is inarguably the most productive country, followed by England and Australia. On the other hand, there was a very strong positive correlation (r = 0.929) between the number of papers published by countries and their h-index, a similar finding was also found to be present between the countries' h-index and GDP per capita (r = 0.790). Moreover, it was found that the journals with the highest quartile (Q1 and Q2) in the field of special education published significantly more papers than the journals with the lowest quartile (Q3 and Q4). Matson, JL (USA), Sigafoos, J (New Zealand) and Lancioni, GE (Italy) were determined as the most prolific authors, respectively. Autism, intellectual disability, and Down syndrome were the phrases most frequently used as keywords. Our findings provide key information regarding the developments that the research direction of special education field has recently taken. This study also serves a potential roadmap for future studies.

The aim of this study is to identify the most prolific countries in the field of special education and to discuss the widespread impact of their papers by taking into account the country's h-index. Through a bibliometric analysis, the data were collected in the Web of Science Core Collection category "Education, Special" in the Social Science Citation Index during 2011-2020. The 25 most prolific countries in the field of special education were determined in terms of paper productivity, and it was seen that the leading country was undisputedly the USA (54.42%). Meanwhile, a strong positive correlation was found between the h-index and the number of papers published by the countries (r=0.864). On the other hand, when the ranking in terms of the number of papers was reconfigured by the h-index, it was relatively changed. The possible reasons for this change for the countries with the most changing rankings were discussed by considering some definitive criteria such as the journal quartiles, the percentage of international and domestic, and the percentage of open access papers. This study reports a positive correlation between the quality and quantity in the field of special education for the publications of countries. It has been shown that where the positive correlation deviates, then especially, the journal quartiles, the percentage of international collaboration and the percentage of open access papers have a significant effect. The bibliometric findings may be useful to enrich the discussion about the widespread impact of papers and debate whether the use of h-index is acceptable for cross-national comparisons.

Using data from the Program for the International Assessment of Adult Competencies, this paper compares the earnings premium and employment share of jobs in Science, Technology, Engineering and Mathematics (STEM) across 11 member countries of the Organisation for Economic Co-operation and Development. The results reveal that the STEM wage premium is higher in the United States than in any of the other comparison countries, despite the fact that the U.S. has a larger share of workers in STEM jobs. We also find evidence that the premium varies significantly across STEM sub-fields and education levels, and that the premium tends to be higher in countries with lower unionization rates, less employment protection, or a larger share of employment in the public sector.

This article presents nine resources that focus on environmental education and sustainability. These include: (1) "Sustainability Statement and Policy," Dalhousie University, Nova Scotia, Canada, 2009, which is available at http://office.sustainability.dal.ca/Governance; (2) "Climate Literacy: The Essential Principles of Climate Sciences," National Oceanic and Atmospheric Administration (NOAA), USA, 2008, available at www.climate.noaa.gov/education/pdfs/climate_literacy_poster-final.pdf; (3) "Higher Education Carbon Management Programme," The Carbon Trust, UK, available at www.carbontrust.co.uk/he; (4) "Campus Sustainability Toolkit," International Alliance of Research Universities, Australia, available at www.iaruni.org/sustainability/toolkit; (5) "Climate Planning for Campuses: A "How To" Guide," Association for the Advancement of Sustainability in Higher Education, USA, April 2009, available at www.aashe.org/wiki/climate-planning-guide; (6) "Sustainability Tool for Auditing Curricula in Higher Education (STAUNCH)," The ESRC Centre for Business Relationships, Accountability, Sustainability and Society, Cardiff University, UK, 2007, available at www.brass.cf.ac.uk/projects/Rethinking_the_Future_for_Sustainability/rethinking-the-future-for-sustainability-STAUNCH.html; (7) "Media as Partners in Education for Sustainable Development: A Training and Resource Kit," UNESCO, Paris, 2008, available at http://unesdoc.unesco.org/images/0015/001587/158787E.pdf; (8) "Cookbook for the (Sustainable) University," Morgen--Students Network for a Sustainable Future, The Netherlands, 2009, available at www.studentenvoormorgen.nl/git; and (9) "A Guide for Using the Earth Charter in Education (Version 1)," Earth Charter International, April 2009, available at www.earthcharterinaction.org/content/attachments/12/EC_Education_Guide_2%20APRIL_2009.pdf.

In this work, a bibliometric analysis of the investigations of the last 54 years focused on the teaching of topology and its applications in the learning of other areas of knowledge was carried out. The articles that appear in the SCOPUS database were taken into account under the search criteria of the words topology and teaching, connected with the Boolean expression AND in the search field ABS. As a result, 329 articles were obtained which, based on the PRISMA methodology, were reduced to 74 papers. In them publication trends, impact of publications, citation frequencies, among others, were compared. In addition, its use was identified for learning topology at different levels of training, areas of knowledge where this discipline is most applied and strategies used to teach these applications.

The study of variables related to the use of ICT in the classroom is a topic of interest that has been frequently researched. In this paper, after examining the importance of teacher training in explaining the use of ICT in the classroom, we focused on analysing the weight of variables related to teaching practices and the organisational context of schools, which are variables that are less frequently addressed in the literature. To do so, a secondary analysis was carried out using data provided by the Teaching and Learning International Study (TALIS 2018). Specifically, we worked with a sample of 3,918 principals and 64,899 teachers from a total of 3921 schools in 21 countries. A multilevel binary regression model with random intercept, fixed coefficients and a two-level structure with teachers at level 1 and schools at level 2 was used. The results indicate that the presence of ICT in the classroom is associated with self-efficacy in teaching and the cognitive activation of students and with the organisational aspects of the school, which are scarcely addressed by the existing literature on this topic of interest, such as school climate, educational innovation and cooperation among teachers. Based on these results, we reflect on possible ways to promote the use of ICT in the classroom.

The 'googlization' of education is emblematic of the growing power of private tech companies in schools across the globe, challenging education as a public good. While critical scholarship has started unpacking the ideological, pedagogical and economical logics underpinning Google's digital infrastructure in schools, we have little insight into how googlization unfolds in education systems across the world. This article addresses this by examining the googlization of education across three countries -- The US, Australia, and The Netherlands -- focusing on the work by new and established intermediary actors which mediate platform power between private tech companies and public education systems. Our findings highlight five different types of intermediary work that broker dependence on Google in schools. The paper concludes by outlining how education researchers and institutions might reclaim public education by intervening in the googlization of education.

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.

The fragmentation of academic work and its uneven distribution among academic staff have produced particular challenges for new entrants to teaching in Higher Education, Early Career Teachers [ECTs]. In this paper, documentary analysis of the narratives of fourteen ECTs, who worked across six different continents, was undertaken. The findings highlight the diverse forms of precarity that ECTs face, which cut across migratory, identitarian, economic, and ideological dimensions. It discusses ECTs' reflections on their expectations of teaching and their adaptation to the demands of neoliberal Higher Education. Drawing from their narratives and Sevil Sümer's theories of differentiated academic citizenship, ECTs are recognised as 'precarious academic citizens'. This has important implications for revealing the unique circumstances of this group, thereby opening further questions as regards their mentoring and support to enable them to be situated more equally as citizens of the academy.

The purpose of this review study was to conduct a thematic exploration of prior studies related to the transition between primary and secondary school. The aim of the paper was to discover (1) the extent of earlier research, (2) how earlier research thematises social and emotional issues, and (3) suggestions of those studies concerning how to improve schools. Searches were conducted across four international databases of peer-reviewed research to identify articles published in the last decade on the topic 'transition between primary and secondary school'. Articles related to social and emotional issues were further selected, and thematic analysis was conducted on the selected 29 articles to identify the topical focus. This review study draws attention to the importance of understanding challenges related to the transition between primary and secondary school. Overall, the analysed studies indicate that this is an important focus for educational research. Key issues related to support and wellbeing/bullying have emerged, which clarify the importance of further research in this field. The present study may also contribute to increasing awareness among policy makers and school leaders of the challenges related to the transition between primary and secondary school.

The paper provides an overview of the global research on graduate education. The study applied a combination of a bibliometric and social network analysis methods to bibliographic data from Thompson Reuters' Web of Science. More specifically, a keyword search approach was used to retrieve 2,454 articles on graduate education from 1996 until 2020. The set was processed with the VantagePoint software. The paper reports the findings in the form of lists of top scholars, research centres, and countries contributing to research on graduate education. The findings include similar lists of the key funding agencies, contributing disciplines and publication venues, as well as maps representing collaborative activity in the field between institutions, and countries. Finally, the frequency of utilisation of groups of author-supplied keywords is analysed to determine the basic thematic structure of the research on the topic. The originality of the paper consists in the fact that it represents the first attempt to map the landscape of research on graduate education using bibliographic data. It can be used to supplement the results of literature reviews on the topic, which apply a more in-depth content analysis-based approaches to a limited number of papers to determine the thematic structure of the field.

Purpose: This paper aims to understand the development track of skills mismatch research and discover the hidden internal connections between literature. Design/methodology/approach: The authors gathered data through scientometric quantitative analysis using CiteSpace. Specifically, this article applied basic analysis, journal cocitation analysis (JCA), author cocitation analysis (ACA) and document cocitation analysis (DCA), cluster analysis, citation burstness detection, scientific research cooperation analysis and coconcurrence analysis of keywords of 3,125 documents from Web of Science core collections for the period 2000-2020. Findings: Through the document cocitation analysis and the keywords' co-occurrence, this article identifies influential scholars, documents, research institutions, journals and research hotspots in research on the skills mismatch phenomenon. The results showed that the publications had ballooned, and the phenomenon has become an interdisciplinary research subject. The USA and Finland remain the main contributors, which is attributed to their high-yield institutions such as the University of Helsinki, the University of Witwatersrand, the University of Washington and so on. While the African continent lacks research on skills mismatch even with the continent's effort to overcome such a crucial issue. The paper presents an in-depth analysis of skills and educational mismatch issues to better understand the evolutionary trajectory of the collective knowledge over the past 20 years and highlight the areas of active pursuit. Research limitations/implications: The authors only used Web of Science core collection to collect data; however, they can added Scopus indexed database as well to extend the research trends and explore more new research hot topics to solve the skills mismatch phenomenon. Originality/value: The scientometric analysis is of great significance for identifying the potential relationship between the literature and investigating the knowledge evolution of skills mismatch research. Organisation for Economic Co-operation and Development, the International Labor Organization and the World Health Organization are the giants who are mostly concerned of the mismatch skills phenomenon. Researchers can refer to this study to understand the status quo, gaps and research trends to deal with the skills mismatch issue.

This paper argues that the way future teachers are being initiated into the ethical dimensions of their future profession is largely out of step with the movement to professionalize teaching. After recalling the role that codes of professional conduct play in the ecology of professional self-regulation, and arguing that familiarizing students with their local code of ethics should be considered as the bare minimum of an adequate ethics education for professionals, the paper presents research findings indicating that education students are not leaving colleges and universities with a clear understanding of what is expected of them by society, their peers and the profession. The paper concludes with three suggestions about how to begin bringing ethics education for teachers more into line with teaching's aspiration to professional status.

In this study, the variables having impact on the student motivation have been analyzed based on the articles, conference papers, master's theses and doctoral dissertations published in the years 2000-2017. A total of 165 research papers were selected for the research material and the data were collected through qualitative research techniques through document review and content analysis. According to the research results, the most important factors affecting student motivation are the fields of teacher, teachers' classroom management skills and their teaching methods. In this research, factors having less influence on the student motivation are parental communication, student characteristics and study fields. In addition, relational search type was used more than others, mostly students were selected as the study group and most researches were conducted in USA and Turkey.

This paper presents some possibilities for applying the linguistic and psychological theories of two dialogists, Mikhail Bakhtin and Jacques Lacan, to the classroom. There is a short summary of how the two theories may interact with each other and then a discussion of their two opposing views of identity formation. Bakhtin was a Russian, coming from the collectivist paradigm and Lacan's theories were arcane combinations of Freud's emphasis on the needs of the individual and French post-Revolutionary individualism. Lacan insisted that one could only become "whole" at the cost of incompleteness for another. Bakhtin opined that completeness could only be achieved within experiences shared and co-constructed by others. This paper concludes with the question of how teachers can ensure the positive experience of co-construction rather than one person paying a cost for the other's identity-formation and whether it is possible to fully implement insights from a collectivistic paradigm in an education system where the stated aim is to enable each individual to meet his/her potential. (Contains 1 figure and 1 footnote.)

This article maps the scientific production and the contents associated with the sustainable development goals and their integration with universities during the past 21 years. Although many of the topics related to sustainable development goals (SDGs) have been addressed in different studies for decades, it is since 2015 onwards that they gained greater prominence due to the inclusion of higher education as an important actor in the fulfillment of the 2030 agenda and the United Nations SDGs. For the purpose of this paper, a bibliometric analysis of 871 papers, 535 documents in Scopus, and 336 in Web of Science (WoS) from 1998 to 2019 was performed, and the Bibliometrix analysis tool was used. The objective of this mapping is to answer the following research question: Is the integration of the Sustainable Development Goals and Universities a field of study? An analysis of the network of collaborators and trend topics in Scopus and WoS allows us to identify the concurrence and relationships of some keywords, such as sustainable development, sustainability and planning, and some background words, such as humans and global health. In another analysis, the word "higher education" is related to change. This article suggests that the integration of the Sustainable Development Goals in Universities is becoming a field of study under exploration, with a peak of production in 2016 and that has remained stable in the last three years, but thanks to the leading role assigned to Universities, intellectual production should increase in the following years.

Seamless learning has a significance that has been increasing in recent years, and an increasing number of studies on the subject in the literature draws attention. This study aimed to examine the research on seamless learning between 1996 and 2020 with the bibliometric analysis method. The Scopus database was used in the collection of the data. After various screening processes, a total of 389 publications were included in the analysis. Descriptive analysis and bibliometric analysis were used in the analysis of the data. The distribution of publications by years, types of publications, sources, and languages were analyzed in the research. Additionally, visual maps were created with analyses of co-author, cocitation, and co-word. At the end of the study, it was seen that there has been an increase in the number of publications from the past to the present, articles and papers were predominant, and that most of the studies were carried out in English. As a result of bibliometric analysis, it was concluded that the most efficient countries in seamless learning were the United Kingdom, the United States, and Singapore. Also, it has been determined that the National Institute of Education, Center for International Education and Exchange, and Kyushu University institutions are dominant. The most frequently mentioned authors cited in studies in many different fields are M. Sharples, L.-H. Wong, and H. Ogata. According to the co-word analysis, the keywords seamless learning, mobile learning, ubiquitous learning, and mobile-assisted language learning stand out in the field of seamless learning.

Autism is associated with a range of costs. This paper reviews the literature on estimating the economic costs of autism spectrum disorder (ASD). More or less 50 papers covering multiple countries (US, UK, Australia, Canada, Sweden, the Netherlands, etc.) were analysed. Six types of costs are discussed in depth: (i) medical and healthcare service costs, (ii) therapeutic costs, (iii) (special) education costs, (iv) costs of production loss for adults with ASD, (v) costs of informal care and lost productivity for family/caregivers, and (vi) costs of accommodation, respite care, and out-of-pocket expenses. A general finding is that individuals with ASD and families with children with ASD have higher costs. Education costs appear to be a major cost component for parents with children with ASD.

This paper, a rejoinder to "Isn't It Time We Did Something about the Lack of Teaching Preparation in Business Doctoral Programs?" by Marx et al., suggests glancing at practices outside the United States to get some perspective on the nature of the problem of why so little emphasis is placed on teaching preparation in business doctoral programs prior to rushing off to run teaching development programs for doctoral students. Most training for university teachers round the world, and certainly the most extensive, sophisticated and demonstrably effective training, occurs after academics take up their first academic position. The United States is almost unique in not taking "in-service" training of university teachers seriously and relying largely on "preservice" training of graduate teaching assistants (GTAs). It is difficult to disentangle issues concerning the adequacy of preparation of future academics from the general context of values and rewards, from the nature of dominant performance indicators in teaching and research, and from the national context of the higher education market. This paper suggests that much of the Marx et al. article could have been written about any aspect of trying to improve teaching within systems where the market is driven by reputation, and where reputation is not about teaching--and it has been said many times before. To bring about much change in U.S. universities it may be necessary to change what reputation indicates, though that is a tall order. The phenomena described with such outrage are in large part a feature of North American higher education and are by no means universal or inevitable. [For "Isn't It Time We Did Something about the Lack of Teaching Preparation in Business Doctoral Programs?," see EJ1112595.]

This study describes an online method of measuring individual students' collaborative problem-solving abilities using four interactive mathematics-based tasks, with students working in pairs. Process stream data were captured from 3,000 students who completed the tasks in the United States, Australia, Canada, Costa Rica, Singapore, and Finland. The data were transformed into indicators of collaborative problem-solving ability and were analyzed using item response modeling. The assessments employed in this study can be used as a teaching tool for introduction to algebraic concepts and as a measurement instrument for collaborative problem-solving ability. The paper describes the construction, calibration, and reliability of the tasks and considers validation issues, such as fairness between assessments for both partners and avoidance of cultural biases. Investigations into the dependencies between student scores provide evidence for convergent and discriminant validity.

In this paper, I will argue that it is possible to use data from large-scale international and national mathematics assessment programmes, whose attention is on summative achievement, to provide formative information that informs teachers about the effects of their classroom practice. However, to have impact on, and be useful for, classroom practitioners, these achievement data need to be reworked and re-presented in ways that are plausible, provide a basis for inferences about practice, and be appropriate for the intended audience. This paper examines achievement-focused assessment programmes in terms of their aims and approaches, and develops the argument that formative assessment possibilities are present, within these programmes, although usually hidden. Examples are drawn from several sources to support this argument, and demonstrate a variety of approaches that have been taken in the past. Suggestions for further action are made. (Contains 1 table and 6 figures.)

This paper presents an exploratory analysis of the funding mechanisms for higher education across sixteen countries which builds upon existing work on educational institutions, educational outcomes, and welfare regimes. We focus upon the current financing dilemma within the Irish higher education system, seeking potential solutions within an international comparison. Our quantitative analysis identifies four clusters of countries: the Nordic, Continental-Europe, Mediterranean and English-Speaking; all of which are strongly correlated to economic and structural characteristics based on welfare state literature. Each education regime is associated with institutional, economic, and political factors. Our analysis presents evidence that Ireland does not possess the characteristics of a country that could benefit from an income-contingent lending structure to fund university education due to inherent sovereign characteristics. Further, Ireland could be better served through the introduction of free fee structures such as that found in Norway and Scotland or through the generation of state-sponsored lending facilities through private institutions like those already in place in Finland, Germany, and Sweden.

The management of self-directed learning is especially critical for massive open online course (MOOC) learners. This mixed-method study investigated MOOC instructors' strategies to facilitate learners' self-management skills for SDL. The study used three data sources: (a) an online survey with 198 MOOC instructors; (b) semi-structured interviews with 22 participants (the primary data source); and (c) document reviews of 22 MOOCs. The quantitative data were analyzed using descriptive statistics, and the qualitative data were analyzed using content analysis. The study findings indicate that MOOC instructors facilitated learners' self-management skills from four perspectives: the enactment of learning goals (e.g., explanations and appreciation of students' learning goals); time management (e.g., providing time frames, progress indicators, and short learning units); management of resources and support (e.g., flexible learning resources, peer assessments, and accessibilities); and navigation (e.g., clear organization and video tutorials on navigating the MOOC). The paper discusses the implications for researchers and practitioners.

In recent years, the idea that the future is inherently unpredictable has gained considerable currency in educational policymaking. In this paper, we seek to critically examine and analyze the implications that stem from embracing this concept of the future. To do so, we focus on current discussions of 21-century skills, and more specifically on the work of the OECD. First, we offer a brief introduction to the prevailing conceptualization of the future as uncertain and risky, and the ensuing emphasis on the development of skills needed to adapt to this increasingly volatile future. We then explain why the emphasis on future uncertainty leads to conceptualizing education as adaptation, while disregarding the importance of the past. We argue that this results in an impoverished conception of education and the skills it should develop. Next, we focus on how the idea of an unpredictable future marginalizes the role of values in education. We maintain that this not only leads to a narrow vision of education, but also undermines the cultivation of skills heralded by 21st-century skills frameworks. We conclude by offering some remarks on the importance of attention to the past and values as the basis for a meaningful vision of education.

Cross-border higher education institutions are considered a main way to fulfill the educational internalization in Mainland China; to some extent they represent the attitude of entering the international market. In this paper, the history, status quo, and future of Chinese-foreign cooperatively-run schools are analyzed and discussed. Cross-border higher education institutions in Mainland China have experienced the process from accidental and disorder to a systematic and quality orientation.

This paper presents a bibliometric analysis of highly cited articles published in the Web of Science category "Education and Educational Research" in the Social Science Citation Index (SSCI). A total of 2091 journal articles published in this category and cited more than 100 times up to the end of the year 2016 were retrieved as highly cited articles. Distributions of highly cited articles per publication year, journals, institutions and countries were analysed, as well as the citation life cycle of the top-cited articles. The USA, its institutions and researchers are the absolute leaders in the category of Education and Educational Research according to the results of the conducted analysis.

The purpose of this article is to explore the development of the knowledge base on middle leadership in schools. Since the seminal reviews conducted by Bennett a contemporary scan only of the scholarly literature on middle leaders/leadership in schools has not been undertaken. Consequently, this article looks at outputs relating to this topic by examining research papers indexed in the Web of Science and in SCOPUS between 2003 and 2017. The prime purpose of this review is to offer some reflections on the development of the empirical base on middle leadership in schools since 2003 and to highlight some of the implications for future research. The article concludes that middle leadership in schools remains an ongoing focus of research inquiry in a growing number of countries but suggests that the knowledge base would benefit from more sophisticated empirical studies and greater theoretical analysis.

This paper examines the uptake of Rasch measurement in language testing through a consideration of research published in language testing research journals in the period 1984 to 2009. Following the publication of the first papers on this topic, exploring the potential of the simple Rasch model for the analysis of dichotomous language test data, a debate ensued as to the assumptions of the theory, and the place of the model both within Item Response Theory (IRT) more generally and as appropriate for the analysis of language test data in particular. It seemed for some time that the reservations expressed about the use of the Rasch model might prevail. Gradually, however, the relevance of the analyses made possible by multi-faceted Rasch measurement to address validity issues within performance-based communicative language assessments overcame language testing researchers' initial resistance. The paper outlines three periods in the uptake of Rasch measurement in the field, and discusses the research which characterized each period. (Contains 4 tables and 12 notes.)

This paper investigates achievement gaps between low and high socioeconomic students in 19 high-income countries. On average, math scores of students with indicators of high socioeconomic status (SES) are over one standard deviation above those with low SES indicators. The paper estimates the extent to which these achievement gaps can be attributed to differences in classroom- and school-level resources available to students from different SES backgrounds. In some countries, achievement gaps can be largely explained by differences in the characteristics of schools attended. However, in many other countries, the gap appears more closely related to differences in the characteristics of the students. The results point to the importance of institutional difference among countries in explaining international differences in the quality of education received by different groups within a nation. (Contains 4 tables, 2 figures and 13 notes.)

The Changing Academic Profession (CAP) international survey was designed in part to consider the effects of globalization on the work context and activities of academics in 19 countries or regions around the world. This paper draws from a subset of these data to explore the extent to which academics are globally connected in their research and teaching, and the ways this connectedness relates to global migration. Across multiple measures, immigrant academics (i.e., academics working in countries where they were not born and did not receive their first degree) were more globally connected than national academics (i.e., those working in the countries of their birth and first degree). Global migration by academic staff is clearly a major contributor to the internationalization of higher education institutions, yet there was no evidence these contributions led to enhanced career progress or job satisfaction for immigrant academics relative to national academics. The international expertise and experience of immigrant academics may not be sufficiently recognized and valued by their institutions.

This paper studies the link between school facilities (buildings and grounds) and student achievement in eight countries using data from the TIMSS 2003 database. The results indicate a negative relationship, but the estimated coefficients are mainly insignificant. Interestingly, the coefficients differ heavily across countries. Whereas there seem to be adverse consequences from poor facilities in Australia, The Netherlands and Japan, there is no significant effect in the remaining five countries. It remains an open question for future research why facilities seem to play such a different role across countries. The main lesson to be learnt from the present investigation is that school facilities seem to have different impact across countries.

The paper examines if there has been an increase in the attention paid to social and environmental issues (SEI) in accounting curricula. Using schools participating in the Aspen Institute's Beyond Grey Pinstripes (BGP) program, we measure the increase in the number of accounting courses incorporating SEI across the biennial application years of 2005, 2007 and 2009. We also examine the percentage of SEI coverage in accounting courses between 2007 and 2009. Our findings suggest that there was not an appreciable increase in the number of accounting courses dealing with SEI between 2005 and 2007, but that the increase was significant during the period from 2007 to 2009. Further, the increase over the four-year period from 2005 to 2009 was also significant. In addition, there is a significant increase in the percentage of SEI coverage in accounting courses between 2007 and 2009. Implications of these findings are discussed.

This paper reports on a questionnaire survey of 16 national libraries designed to clarify how national libraries attempt to justify their web archiving activities. Results indicate they envisage that a) the benefits brought about by their initiatives are greater than the overall costs, b) the costs imposed on libraries are greater than the costs imposed on stakeholders, and c) all of them are making efforts to respond to legal risks in various ways (e.g. legislation, contracting and opt-out policies) although there are trade-off relations in terms of costs for negotiation, scope of access and size and scope of the web archive. The paper discusses whether a basic logic for justification of their web archiving is valid from the perspective of balancing cost-benefit. Further, it highlights the potential, underlying premises of the logic that motivates the intervention of national libraries as public sector organizations. (Contains 3 tables and 2 figures.)

In a period of student loan scandals and U.S. financial market instability impacting on the cost and availability of student loans, this paper looks at alternative models of higher education funding. In this context, it also considers the level of financial support that the government should provide to higher education.

In this paper, we develop an information distortion model (IDM) of social class differences in self-beliefs and values. The IDM combines psychological biases on frame-of-reference effects with sociological foci on ability stratification. This combination is hypothesized to lead to working-class children having more positive math self-beliefs and values than equally able salariat children. We further suggest that the same conditions that give rise to the working-class benefit in self-beliefs and values are associated with signaling effects that suppress educational aspirations and attainment. These hypotheses are tested in 1 cross-sectional multinational and 1 longitudinal study. The results in favor of the IDM challenge cultural models of social class differences and have implications for rational action theory.

This paper derives efficiency scores for around 8,500 schools in 30 countries, using Programme for International Student Assessment 2012 data and a nonparametric approach called data envelopment analysis as method. On average, achievement scores of schools can be increased by 27%, holding inputs constant. Efficiency scores vary considerably both between and within countries; the role of managerial efficiency and structural differences due to operating in different contexts (countries) is disentangled. Subsequently, a number of school-level factors are found to be correlated with efficiency scores and indicate potential directions for improving educational results. Heterogeneity of such characteristics across countries and along the distribution of efficiency is explored.

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.

In this paper, we report on the results of a series of e-mail interviews with statistics educators around the world, focusing on their views of the nature of teaching statistics as a "service" subject. What do they think are the important aspects of statistics to focus on in such servicing teaching? What do they think are the characteristics of good teachers? And how do they go about developing themselves as statistics teachers? We analyse their responses to these and other questions using a phenomenographic approach to identify an outcome space for their conceptions of teaching service statistics. We examine the centralities and tensions that emerged from their responses and discuss the implications--insights on agency and reflective practice. The study contributes to a research framework for understanding the nature of pedagogical awareness in contexts beyond the setting for this study and aims to stimulate discussion about teaching service courses.

Background: Educational qualifications and literacy skills are highly related. This is not surprising as it is one aim of educational systems to equip individuals with competencies necessary to take part in society. Because of this relationship educational qualifications are often used as a proxy for "human capital". However, from a theoretical perspective, there are many reasons why this relationship is not perfect, and to some degree this is due to third variables. Thus, we want to explore the net relationship between educational attainment (harmonized according to the International Standard Classification of Education, ISCED) and literacy skills, and how much skills vary within education levels across countries. Methods: We use data from 21 countries from the Programme for the International Assessment of Adult Competencies 2012. This paper compares the literacy skills of adults who achieved different levels of educational attainment across countries. Given the high degree of educational differentiation in most countries, we do this using a more differentiated educational attainment variable than what is commonly used. In our analyses we firstly adjust for factors that are likely to affect access to education and the acquisition of educational qualifications and literacy skills, such as parental education and language and migration background. In a second step, we also take into account factors affecting skill development after initial formal education, such as occupation and skill use at home. Results: We firstly find a high degree of heterogeneity of skills across countries for equivalent education categories. Secondly, we find skill similarities for equivalent education categories classified at different broad education levels, sometimes even breaking the hierarchical order of 'higher education entails higher competencies'. Conclusion: We conclude that ISCED levels cannot be taken as a cross-nationally comparable proxy for human capital in terms of literacy skills, and that education has to be harmonized in a substantively more meaningful way in future adult literacy surveys.

The paper looks at part-time higher educational services for students in the educational systems of Australia, Canada, Germany, France, Italy, Japan, The Netherlands, New Zealand, Spain, Sweden, the United Kingdom, and the United States. A comparative examination of the nature and importance of part-time higher education is then presented. (DB)

In higher education systems that are partly tax funded, a country might not be willing to subsidize the education of international students who might leave after graduation. This paper analyzes how student migration affects governmental decisions regarding the private funding share of higher education for 22 OECD countries for the period of 2000-2011. Based on fixed effects estimations, we find a significant positive correlation. This result is robust to changes in the specification, including estimations for country groups and for an expanded lag structure. The use of an instrumental variable approach supports a causal interpretation.

This review examines the kinds of relationship between research and practice that have been envisaged in programmes designed to provide opportunities for beginning teachers to engage in "research-informed clinical practice". Although the terminology varies, scope for inclusion is defined by an intention to facilitate and deepen the interplay between the different kinds of knowledge that are generated and validated within the different contexts of school and university. A variety of approaches have been taken to achieving this kind of integration; not merely extending the time that beginning teachers spend in school, but focusing on the processes by which professional knowledge is created, for example, by equipping beginning teachers to act as researchers, adopting a problem-solving orientation to practice. A range of approaches within and beyond the UK are examined, acknowledging the policy contexts in which they have been developed and comparing the rationales advanced in support of them. Finally the paper examines the claims advanced for the impact of such research-based clinical practice and the quality of the evidence that underpins them, in relation both to beginning teachers' professional learning and to student outcomes.

This paper empirically examines the impact of academic research on high-tech manufacturing growth of 28 Organisation for Economic Co-operation and Development (OECD) and emerging countries over the 1991-2005 period. A standard research and development (R&D) expenditure based measure is found to be too general to capture the input in high-tech research. To overcome this problem, a novel proxy for high-tech research investment--the supercomputer capacity--is proposed. Empirical evidence strongly supports this choice of variable. It is also found that academic R&D exerts a larger growth effect on high-tech output than its industry and government counterparts, but only the impact differential between academic and government R&D is statistically significant.

In this paper, I argue for more and better learning metrics in higher education, eventually through an international, comparative assessment of students' learning outcomes. Better learning measures may help to improve transparency in the system by addressing the information asymmetry problem. If not addressed adequately, the lack of transparency could lead to "bubbles" comparable to those in financial markets. On a systemic level, the higher education community has a definite interest in filling the information gaps by making decisive steps forward in the development of valid and reliable learning metrics.

Research suggests that the development of a teacher educator identity is a central process in becoming a teacher educator. Recently, there has been an increasing interest in the concept of teacher identity. However, teacher educator identity seems to be still under-researched. In this article, a review of literature on teacher educator identity is provided. Fifty-two research papers were analysed to identify challenges and tensions teacher educators experience during their induction, factors which influence the development of their professional identity, and the features that induction programmes should have. The findings suggested that new teacher educators generally develop negative self-views about their abilities and professional identities. Self-support and community support activities were found to facilitate teacher educators' transition and enhance their identity development. Key features of academic induction were identified as acting as a learning community, cultivating supportive and professional relationships, encouraging self-enquiry and research and involving teacher educators in reflective activities.