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Introduction: We report an investigation on collaboration practices in research papers published in the most prestigious English-medium astrophysics journals. Method: We propose an evaluation method based on three numerical indicators to study and compare, in absolute terms, three different types of collaboration (international, national and local) and authors' mobility on the basis of co-authorship. Analysis: We analysed 300 randomly selected research papers in three different time periods and used the student's t-test to determine whether the paired two-sample differences observed were statistically significant or not. Results: International collaboration is more common than national and local collaboration. International, national and local authors' mobility and intra-national collaboration do not seriously affect the indicators of the principal levels of collaboration. International collaboration and authors' mobility are more relevant for authors publishing in European journals, whereas national and intra-national collaboration and national mobility are more important for authors publishing in US journals. Conclusions: We explain the observed differences and patterns in terms of the specific scope of each journal and the socio-economic and political situation in both geographic contexts (Europe and the USA). Our study provides a global picture of collaboration practices in astrophysics and its possible application to many other sciences and fields would undoubtedly help bring into focus the really big issues for overall research management and policy.

Purpose: The study aims to investigate the state of higher education (HE) leadership research after the intensified focus on teaching and learning (TL) in academia. Design/methodology/approach: The authors clarify the use of key concepts in English-medium empirical journal articles published between 2017 and 2021 by analysing 64 publications through qualitative content analysis. Findings: The analysed papers on leadership of TL in HE activate a number of concepts, the commonest concepts being academic leadership, distributed leadership, educational leadership, transformational leadership, leadership and transformative leadership. Even if the papers highlight partly overlapping aspects of leadership, the study finds a rationale for the use of several concepts in the HE context. Contrary to the expectation raised in earlier scholarship, no holistic framework evolves from within the recent research to reveal the contribution that leadership of TL makes to leadership in HE generally. Research limitations/implications: Limitations: Nearly 40 per cent of the analysed articles are from the United States of America (USA), United Kingdom (UK), Australia and Canada, which leaves large areas of the world aside. Implications: The found geographical incoherence might be remediated and the research of leadership of TL in HE generally led forward by widening the cultural and situational diversity in the field. Originality/value: This research contributes to an enhanced understanding of the field of leadership in TL in HE in that it frames the concepts used in recent research and makes the differences, similarities and rationale between concepts visible.

Colleges are important providers of vocational education and training and in some countries they are the major provider. Although the international literature on colleges has grown considerably in the past two decades, it still consists primarily of qualitative descriptions of college sectors in different countries. Quantitative studies of differences in the activity mix of colleges in different countries could improve knowledge of international variation in the roles of colleges and provide a stronger foundation for study of the sources and consequences of variation in college roles. After reviewing different methodological frameworks for comparative analysis of college activity, the research reported here employs one of these frameworks to analyse differences in the activity mix of colleges in five countries. In addition to finding some noteworthy differences among the five countries, the paper also identified several problems of comparability of college data from different countries. The paper concludes that the development of internationally comparable data on colleges would require leadership by international organisations and agencies and is an undertaking well worth pursuing both for the benefits that it could bring to those whom colleges serve and for its contribution to the advancement of comparative study of vocational education and training.

Purpose: Microteaching is a teacher training method based on microclasses (groups of four or five students) and microlessons lasting no more than 5-20 min. Since it was first explored in the late 20th century in experiments at Stanford University, microteaching has evolved at the interdisciplinary level. The purpose of this paper is to examine the networks found via an analytical bibliometric study of the scientific output related with microteaching in teacher training, through a study and examination of the Web of Science database. Design/methodology/approach: This research was conducted with the VOSviewer tool for content analysis through data mining and scientific network structure mapping by means of the normalisation technique. This technique is based on the association strength indicator, which is interpreted as a measurement of the similarity of the units of analysis. Findings: Two hundred and nine articles were thus obtained from the Web of Science database. The networks generated and the connections among the various items, co-authorship and co-citation are presented in the results, which clearly indicates that there are significant authors and institutions in the field of microteaching. The largest cluster is made up of institutions such as Australian Catholic University. The most often-cited document is by Rich and Hannafin. Allen (1968), who defines microteaching as a technique based on microclasses and microlessons, is the author most often cited and has the largest number of connections. Research limitations/implications: This research's limitations concern either aspects that lie beyond the study's possibilities or goals that have proved unattainable. The second perspective, which focuses on skill transfer, contains a lower percentage of documents and therefore has a weaker central documentary structure. Lastly, the authors have also had to bear in mind the fact that the scientific output hinges upon a highly specific realm, the appearance and/or liberalisation of digital technologies and access to those technologies in the late 20th century. Originality/value: This research shows that microteaching is a promising area of research that opens up vast possibilities in higher education teacher training for application in the realm of technologies. This paper could lead to several lines of future research, such as access to and the universal design of learning from the standpoint of different communication and pedagogical models based on microteaching.

This paper presents reflections on an international field trip for Indigenous students enrolled in an Education degree at a university in Australia. The field trip was co-developed with staff, students, and community partners of a Canadian university, as a pilot project to prepare Indigenous students for work in various cultural contexts. This paper outlines considerations for planning and coordinating an international career development opportunity, from inception to completion. Successes and failures of the program are discussed, recognizing the pitfalls that plague many well-intentioned program developments. The paper then argues for an intentional and generative approach in co-developing and co-delivering international learning experiences. Finally, it offers reflections on the need for more explicit alignment between academic outcomes and career aspirations, supporting students to articulate knowledge and skills acquired to translate them into the world of work.

Although concepts such as research without borders have become more commonplace in recent decades, few studies have investigated the capabilities that global researchers require to cross both cultural and disciplinary borders. This paper explores global capabilities along with strategies and spaces that may facilitate academic researchers' acquisition and development of global research competence. The study's dataset comprises responses of 26 participants across 15 countries -- all of whom are members of a specific comparative education society -- who contributed their views via e-questionnaire. Findings indicate that research capacity building is a dynamic process and global competence calls for complex skills and conscious attitudes. Commitment to expand scientific curiosity beyond one's own culture and academic discipline appears to be a main criterion in achieving global competence. Results of this study are not meant to be prescriptive but rather exploratory and informative for a broad group of academic stakeholders.

This paper examines the PhD by publication in the humanities and social sciences in US, UK, Canadian and Australian universities. A set of PhDs by publication from each of these countries were collected for the study. The theses were analysed to see to what extent they fitted, or not, with discussions of thesis types described in previous research into the PhD by publication. Interviews with students and supervisors were carried out to investigate the choices that students made in their writing. University rules for the submission of PhDs by publication and related policy documents are also examined. The study found that there seems to be a preference for different types of PhD by publication in each of the countries. In the US they were all prospective PhDs with the work being especially written for the thesis. In the UK, by contrast, retrospective PhDs, the PhD by published work, largely dominate. Canada was similar to the US, at least in the area of study where the data were collected for the paper, Education. In Australia, both prospective and retrospective PhDs were found, although it was the former, the prospective PhD, which dominated.

Purpose: This study aims to explore barriers and pathways to a whole-institution governance of sustainability within the working structures of universities. Design/methodology/approach: This paper draws on multi-year interviews and hierarchical structure analysis of ten universities in Canada, the USA, Australia, Hong Kong, South Africa, Brazil, the UK and The Netherlands. The paper addresses existing literature that championed further integration between the two organizational sides of universities (academic and operations) and suggests approaches for better embedding sustainability into four primary domains of activity (education, research, campus operations and community engagement). Findings: This research found that effective sustainability governance needs to recognise and reconcile distinct cultures, diverging accountability structures and contrasting manifestations of central-coordination and distributed-agency approaches characteristic of the university's operational and academic activities. The positionality of actors appointed to lead institution-wide embedding influenced which domain received most attention. The paper concludes that a whole-institution approach would require significant tailoring and adjustments on both the operational and academic sides to be successful. Originality/value: Based on a review of sustainability activities at ten universities around the world, this paper provides a detailed analysis of the governance implications of integrating sustainability into the four domains of university activity. It discusses how best to work across the operational/academic divide and suggests principles for adopting a whole institution approach to sustainability.

This article offers a global overview of the burgeoning field of micro-credentials and their relationship to lifelong learning, employability and new models of digital education. Although there is no globally accepted definition of micro-credentials, the term indicates smaller units of study, which are usually shorter than traditional forms of accredited learning and courses leading to conventional qualifications such as degrees. The paper aims to provide educators with a helicopter view of the rapidly evolving global micro-credential landscape, with particular relevance to higher education leaders, industry stakeholders and government policy-makers. It addresses five questions: (i) What are micro-credentials? (ii) Why micro-credentials? (iii) Who are the key stakeholders? (iv) What is happening globally? and (v) What are some of the key takeaways? Drawing on a European-wide perspective and recent developments in The Republic of Ireland, the paper concludes that micro-credentials are likely to become a more established and mature feature of the 21st-century credential ecology over the next five years. While the global micro-credential landscape is currently disconnected across national boundaries, more clarity and coherence will emerge as governments around the world increasingly align new credentialing developments with existing national qualification frameworks. The micro-credentialing movement also provides opportunities for governments and higher education institutions in partnership with industry to harness new digital learning models beyond the pandemic.

This rapid systematic review aims to examine emerging evidence on the effects of COVID-19 on educational institutions and assess the prevalence of e-learning changes in the sector. This paper reviews literature on learning, teaching, and assessment approaches adopted since the COVID-19 outbreak, and assesses the impact on the sector, staff, and students, summarizing findings from peer-reviewed articles. It categorizes these into five key themes: (1) digital learning; (2) e-learning challenges; (3) digital transition to emergency virtual assessment (EVA); (4) psychological impact of COVID-19; and (5) creating collaborative cultures. This represents the first systematic review of COVID-19's impact on education, clarifying current themes being investigated. The author suggests that the term 'emergency virtual assessment' (EVA) is now added for future research discussion. Finally, the paper identifies research gaps, including researching the impact on lesser developed countries, the psychological impact of transition, and the important role of leadership and leadership styles during the transition and handling of the pandemic.

Learning management systems (LMSs) have long been adopted by tertiary education providers to be the conduit through which courses are delivered. However, debates about the capacity of the LMS to meet all the required current and future needs of both students and educators have become more pronounced over the past few years, particularly given the rapid shift to online learning during COVID-19. This qualitative study aimed to examine practitioners' current experiences in using the LMS for formal teaching and learning in tertiary environments. To discern the possibilities and issues, a focus group was held with fourteen practitioners from Australasia (Australia and Singapore), Canada, and the UK (England and Scotland) attending virtually. Adopting a novel and recognised approach to thematic analysis, a Delphi process was adopted on the de-identified webinar and chat transcripts. Analysis revealed several key themes ranging across pedagogical, technological, and managerial issues with the LMS. The findings in this paper have become even more pertinent as a result of COVID-19 with institutions urgently reviewing standards for teaching in the LMS whilst also reviewing their overall technology ecosystems to ensure a suite of complementary teaching and learning tools to enable best teaching and learning practices. It appears the LMS still has a key role to play in contemporary learning ecosystems.

As the world reacts to the impact of COVID-19, work-integrated learning (WIL) programs globally are similarly affected. Across Canada and Australia, thousands of WIL students either shifted to working remotely or dismissed from their WIL experience. This disruption impacted student learning, program delivery, risk management, staff capability, and industry engagement, and posed significant challenges for institutions. This paper presents the responses to COVID-19 by the University of Waterloo, Canada, and RMIT University, Australia, each guided by quality WIL principles and different WIL organizational structures. This paper outlines how each institution: mobilized staff, introduced program changes while maintaining quality, engaged industry partners and presented WIL program-based solutions to COVID-19 challenges. The paper concludes with discussion on challenges and opportunities that events such as COVID-19 has upon WIL programs, implications for other institutions and student outcomes. Consideration is given to post-COVID scenarios, and how WIL might need to be re-imagined.

Introduction: The role of library and information science professionals as knowledge facilitators is solidly grounded in the profession's theoretical foundations as much as connected with its social relevance. Knowledge science is presented in this paper as a convenient theoretical framework for this mission, and knowledge engagement services--knowledge brokering, knowledge readiness and knowledge promotion--as an area that might serve to reframe and expand traditional services such as reference, information literacy and outreach and cultural programming. A key competency for knowledge engagement specialists is mastering instruction, aimed at the efficient fostering of innovation and the creation of new knowledge within organizations and society. The purpose of this paper is to analyse current supply of courses covering instructional related competencies in accredited graduate programmes. Methods: Main professional competency standards and courses currently offered in accredited graduate programmes (United States, Canada, United Kingdom and Australia) are analysed. Results: Results suggest that although some relevant competencies have been included by professional associations in their competency standards for all types of information professionals, instructional competencies have not received much attention in graduate educational programmes other than in concentrations or tracks targeted at future school or academic librarians. Conclusion: It is concluded that further research on competencies and education for knowledge engagement is required in order to fully develop this role within the profession. [This paper was published as part of: Proceedings of the Eighth International Conference on Conceptions of Library and Information Science, Copenhagen, Denmark, 19-22 August, 2013.]

AACSB adopted new and revised standards in 2020 that require business schools to demonstrate positive societal impact through internal and external activities. While many schools are already engaged in such activities, there seems to be no agreed-upon conceptualization or measurement of societal impact. This paper aims to help business schools organize, measure, and demonstrate their efforts to create positive societal impact and thus meet the updated AACSB standards. By using data from semi-structured interviews, this paper identifies different dimensions of positive societal impact and offers enablers and barriers in business school efforts to create such societal impact.

This paper explores perceptions of work intensification around the world. Underpinning this analysis is C. Wright Mills' (1959) argument that many personal troubles are public issues, and the notion that a significant dimension of the privatisation of public education, a concern of public education advocates worldwide, is the ways in which school work has become a private issue. One hundred and thirty interviews were conducted with education stakeholders across Australia, England, New Zealand and Canada exploring the issues of work intensification, school autonomy and accountability policies. The paper argues that the work done in public schools is increasingly becoming a private problem as a result of policy interventions. It suggests that we need to widen the scope of defining publicness in education beyond that of governance and funding to include consideration of how work is organised and experienced.

The demands arising from the COVID-19 pandemic have amplified the importance of resilience not only for students, but also for academics. This narrative review examines a phenomenon which has received little research attention, despite its significance during the pandemic, namely the resilience of academics in higher education. We refer to this as 'academic resilience'. The review investigates how academic resilience in higher education has been addressed in scholarship, with particular attention to the five major pandemics from 2001 to 2020. A review of fourteen relevant papers shows a lack of attention to the resilience of university teaching staff. Uncovering how academics overcome and withstand adversity on the one hand, and how higher education institutions have managed and supported the resilience of their staff on the other, this paper offers a conceptualisation of academic resilience that goes beyond the individual/environmental binary in scholarship.

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.

Given the intense politicisation of education, many teacher educators are caught in the cross-hairs of government's reform agendas, university expectations and student teacher needs. This paper reports on a study of 28 literacy teacher educators in four countries (Canada, US, Australia and England). This paper reports on the broad question: How is politics affecting literacy teacher educators? Three specific aspects are considered: their pedagogies, identity and well-being. It describes how their pedagogy (goals and teaching strategies) has narrowed because of mandated curriculum and exit exams. It shows how their identity as academics is being complicated because they often do not have time for their research. And their well-being is compromised because of excessive external inspections and as their community in the university splinters.

In this paper, the author analyzes 89 studies published from 1990 through 2020 that focused on literacy preservice teachers' involvement in action research as part of learning to teach. In doing so, the author provides an example of why critical reflexivity is necessary in qualitative literature review methods. The author relies on a social practice view of race and uses activity theory to answer the questions: How have researchers considered race as a factor in research on literacy preservice teacher education? How can preservice teachers' experience with research be (re)designed to help develop their racial literacy? Findings demonstrate that in the reviewed studies, 51% of researchers addressed preservice teachers' race, and 34% addressed K-12 students' race. Far fewer studies, however, acknowledged their own race or that of field supervisors and mentor teachers, which ultimately minimized their roles. Findings also emphasize four design principles for literacy teacher education programs that aim to include research: collaboration between K-12 partners and universities; selective teacher educator scaffolding; engagement with diverse communities; and extensive time spent as part of the pathway toward racial literacy. The implications and uses of an existing literature base that reflects shifting reporting standards related to race are also examined.

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.

This paper discusses the findings of a research study that gathered and analyzed recruitment and retention strategies employed by 50 teacher education programs (TEPs) in Canada, the United States, New Zealand, and Australia to increase the number of Indigenous teachers. It discusses several recruitment and retention strategies that were found to be successful in this regard, highlighting the importance of facilitating access, eliminating financial barriers, and offering Indigenous-centric programs.

The collection of papers presented in this issue of Critical Studies in Education adds to the expansive body of work on teachers and teaching. Collectively, the papers draw our attention to new ways the field is problematising the emerging and evolving conditions that shape the work, lives and identities of teachers. With this editorial introduction to the issue, I not only summarise the various themes of the collection, but also offer a provocation that I hope will inspire new questions moving forward. As critical researchers, we have an obligation to challenge taken-for-granted assumptions -- not only by looking outwards at the policymakers, edu-businesses, and intergovernmental agencies (e.g., the Organisation for Economic and Co-operation Development [OECD]), but also by looking inwards and challenging our own assumptions about power, discourse and subjectivity. The authors in the special issue take up both challenges in their geographically diverse accounts of 'the teacher' and 'teaching', demonstrating what it means to do critical research well.

Purpose: This paper aims to systematically review the university social responsibility (USR) implementation from the empirical studies, which published during the period from 2004 to 2020. Design/methodology/approach: The bibliometric method has been employed to review prior empirical research on higher education social responsibility topics. Findings: These synthesis results confirmed that USR initiatives as an excellent tool to attain sustainability and enhance university performance worldwide. Universities in developed nations underline paying more attention to the core values in the long-term; meanwhile, their counterparts in transitional countries to pay more attention to short-term activities by focusing on stakeholders. Research limitations/implications: The notable limitation is that in terms of the number of empirical papers employed as the data to analyze in this manuscript. Practical implications: This paper's findings have described the USR implementations and how well to define USR adoption from the empirical studies globally. Thus, it has theoretical implications in enriching the USR knowledge and providing useful guidance for universities, then recommend new research directions in the future for other scholars. Originality/value: This research is an initial attempt to systematize studies on USR implementation in universities between developed countries and developing nations.

While internationalization is among the top strategic priorities of universities and colleges globally, research into the expanse of internationalization in the kinesiology discipline is not well researched. Given this gap, critical consideration of the state and status of the phenomenon is needed. Knowing more about what is being done in the name of internationalization within kinesiology and reflecting on how those actions and outcomes are aligned, or not, with key theoretical guidance is necessary in order to plan for improvement accordingly. For these reasons, this paper first provides a primer on internationalization in higher education, including how the phenomenon has come to be defined as well as key contemporary critiques associated with it. In particular, we highlight Beck's (2012) theoretical concept of 'eduscape' to critically consider the influences of globalization on internationalization within higher education kinesiology as well as Khoo, Taylor, and Andreotti's (2016) principles of intelligibility, dissent, and solidarity to consider the ways kinesiology scholars engage critically with internationalization processes. Presented next is a review of the kinesiology literature that is explicitly focused on internationalization. Then, the results of a pilot survey into the views of National Association for Kinesiology in Higher Education (NAKHE) members and other Western kinesiology scholars on internationalization is reported next. The paper concludes with recommendations as to how NAKHE and the broader community of Western kinesiology scholars might best navigate internationalization moving forward. We recommend the complexity-informed and principle-driven approach of inclusive leadership as a means of pursuing cognitive justice in the 21st century.

In this paper we contribute to the emerging literature on the effect of the COVID-19 pandemic on the gender gap in research productivity. We extend previous studies by considering men and women academics from science and non-science disciplines through an analysis of data from academics at 14 universities across two countries (seven in Australia and seven in Canada) and focusing on the role of primary caregiving. Our empirical approach used logistic regressions and the Blinder-Oaxaca decomposition technique. The latter enabled us to ask: 'How much of the gender gap in perceived productivity during the pandemic is due to gender differences in primary care responsibilities?' Within the sample (N = 2,817) of academics, 33% of women and 25% of men reported that their perceived publication ability decreased a lot during the pandemic. This is an eight percentage-point gender gap in perceived publication ability. Statistical analysis revealed that two-fifths (40%) of this gap may be explained by gender differences in having primary responsibility for the care of children. Gender differences in other characteristics such as age, discipline, and increased teaching and administrative work were not, as a group, significant. There were also no differences between Australia and Canada. The findings are important, particularly for the pursuit of gender equality within academia. In the absence of specific mitigating interventions, research disruptions in 2020 may have long-lasting career scarring effects (e.g. hiring, promotion, tenure) and, as a result, see women further disadvantaged within the academy.

International student mobility (ISM) has emerged as an important field of study that various nations and organizations have been attaching great importance to. This paper studies the drivers of international student mobility, using a competing destinations model for the international student flows among 35 OECD countries in the period 2004-2018, by integrating the motivations for ISM. We find that OECD students are motivated by both career orientation and personal and cultural experience when decide to move abroad for study. Nonetheless, remarkable differences emerge when considering country subgroups (origin countries, wealthier, English-speaking top destination (namely US, the UK, Canada, and Australia), and European countries, students search for personal and cultural experience, valuing the lifestyle of the destination country. Students seeking for education quality are instead polarised in the rest of the OECD countries.

Academic libraries, apart from their main function, which is to provide information services to academic communities, may also perform a number of social roles in the broad meaning of the term. Accordingly, they now tend to serve as the third place offering inclusion and animation activities to academic as well as local communities (including potential students) and to groups in risk of social exclusion (immigrants, persons with disabilities, senior citizens, etc.) or in need of various kinds of care and support. However, for libraries to be able to fulfil those tasks, they need properly trained staff who not only have the required competencies but also the right social attitudes. The paper presents an analysis of the social attitudes of academic librarians from twenty countries across the world as compared to the personnel of other types of libraries. The level of individual social capital, activity in social networks, aspirations in life and social and civic engagement were investigated. It was noted that the respondents tend to undervalue the importance of the work done by libraries for local communities. At the same time, the research showed that academic librarians have a somewhat lower level of individual social capital and trust than public librarians and less extensive social networks. Nonetheless, they are open to relationships with others, which enables them to engage in various social projects.

Research on Artificial Intelligence, especially in the field of machine learning, has exploded in the twenty-first century. AI research in universities has long been funded by a combination of government and corporate sources. The funding of AI research in the contemporary university includes technology companies as both funders and generators of research areas. This paper looks at the links between technology companies and AI research in three areas: first, the ways in which technology companies influence both the content and practices of AI research in universities; second, how university research policies enable conditions that blur traditional boundaries between corporate and academic AI research; and third, how an ethos of 'open science', that is increasingly corporatised, moves ideas about AI from universities to companies. We conclude that technology companies influence AI research within established feedback loops in the transformed relationships between economy, society, research, and the contemporary university.

This paper draws on interview data to explore Australian, Canadian and Scottish teacher educators' conceptions of sustainability education (SE) within initial teacher education (ITE). Findings were generated across three themes: teacher educators' (i) conceptions of SE and SE in ITE, (ii) curriculum and pedagogical practices, and (iii) barriers, challenges and opportunities to engaging with SE. Analysis revealed inconsistency amongst teacher educators' conceptualizations of SE, and significant barriers and challenges when offering SE within ITE programs. Related opportunities highlighted destabilizing established norms within ITE programs and encouraging future thinking about the wider purposes and processes of education with preservice teachers.

International students leave their countries to pursue their educational goals in a different country and must adapt to succeed. However, they may face challenges when adapting to and learning a new culture. This study investigates the challenges common to international students in their host countries and summarizes the publishing trends. A literature search of peer-reviewed articles published in Scopus, Taylor & Francis, EBSCO Host, Web of Science, Springer, PubMed, and Wiley Online over 21 years (2002-2022) was done for data collection. After the screening, a total of 175 articles were included in this review and analyzed with content analysis. The findings show that the top four destinations for international students (USA, UK, Australia, and Canada) produced the most articles about international students' challenges. Additionally, most papers investigated more than one challenge, and sociocultural (82.9%) and academic challenges (82.3%) were the most researched, with language issues as the primary cause. The results also show no changes or improvement in the challenges of international students in 21 years, and areas such as psychological and economic challenges need more research. These challenges and other trends found in the articles are discussed and directions for future research are suggested.

This paper presents the results of a confirmatory factor analysis on two self-efficacy scales designed to probe the self-efficacy of college-level introductory astronomy (Astro-101) students (n ¼ 15181) from 22 institutions across the United States of America and Canada. The students undertook a course based on similar curriculum materials, which involved students using robotic telescopes to support their learning of astronomical concepts covered in the "traditional" Astro-101 courses. Previous research by the authors using these self-efficacy scales within a pre-/post-test approach showed both high reliabilities and very high construct validities. However, the scale purporting to measure students' self-efficacy in relation to their use of the astronomical instrumentation associated with online robotic telescopes was particularly skewed and required further investigation. This current study builds on the previous work and shows how a slight adjustment of the survey items presents an improved and robust scale for measuring self-efficacy.

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 reports a phenomenographic study exploring diverse understandings and experiences of teacher leadership among 12 members of the International Study of Teacher Leadership research team comprised of 20 academics located in 10 countries. Mind mapping and semi-structured, online interviews were used to explore the ways that the participants related with the phenomenon of interest: 'teacher leadership'. Phenomenographic analysis of interview artefacts revealed nine qualitatively different conceptions of teacher leadership in the study's outcome space across three broad domains: A: The school, school community and formal education system; B: The teacher leader's professional self; C: The broader historical, socio-political and global contexts of teacher leadership. In addition to providing a 'touchstone' for the team's ongoing research, these findings serve as an experiential framework for thinking about teacher leadership, potentially encouraging more inclusive, more complete and richer understandings of the phenomenon.