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The purpose of this study is to examine the effect of missing data imputation methods, namely regression imputation (RI), multiple imputation (MI) and k-nearest neighbor (kNN) on differential item functioning (DIF). In this regard, the datasets used in the research were created by deleting some of the data via the missing completely at random mechanism from the complete datasets obtained from 600 students in Türkiye, the United Kingdom, the USA, New Zealand and Australia, who answered booklets 14 and 15 from the PISA 2018 science literacy test. Data imputation was applied to the datasets through missing data using RI, MI and kNN methods and DIF analysis was performed on all datasets in terms of language and gender variables via Lord's X[superscript 2] method, Raju's area measurement method and item response theory likelihood ratio method. DIF results from the complete datasets were taken as a reference and they were compared with the results from other datasets. As a result of the research, values close to 10% of accurate imputation were achieved in the RI method depending on language and gender variables. In MI and kNN methods, results closest to the complete datasets were obtained at a rate of 5% depending on the language variable. In the MI method, inaccurate results were obtained in all proportions in terms of the gender variable. For the gender variable, the kNN method gave accurate results at rates of 5% and 10%. [The page range (445-462) listed on the PDF is incorrect. The correct page range is 445-463.]

This study aims to look at research trends on inquiry and socioscientific in the last 2 decades from 2004 to 2023. The PRISMA method is a reference in determining inclusion and exclusion criteria, as many as 449 articles were synthesized using bibliometric analysis. The result synthesis refers to the distribution of articles per year, research themes, affiliations, countries, authors, and productive journals. The inquiry and socioscientific research trends will peak in 2022, affiliated with the University of Wisconsin-Madison and the University of Southampton. Productive country United states and United Kingdom. Best author Laursen S. and Zeidler D.L. Productive journal CBE Life Science Education from United Kingdom and International Journal of Science Education from United States.

Even though distance education from the home environment has seemed comfortable and economic for students with disability in formal higher education during the pandemic, insufficiency in their academic self-efficacy, satisfaction and an increasing tendency to drop out were observed. This quantitative research is based on development of the scales and hierarchical regression analyses to determine the resources of academic self-efficacy, satisfaction and the tendency to drop out of students with disability in higher education beyond physical accessibility. The hierarchical effect of sub-dimensions of academic self-efficacy on satisfaction and the tendency to drop out and hierarchical predictor roles of socio-demographic characteristics (gender, rate of personal disability, type of disability, and four fields of study) were analysed. Some of the important findings are; self-efficacy in training, emotional well-being, technique and communication are determined as the sub-dimensions of academic self-efficacy. Self-efficacy in emotional well-being is the most effective sub-dimension of academic self-efficacy on satisfaction. Hierarchically, fields of study (social science and health sciences), rate of disability and types of disability (chronic illness and hearing disability) are effective on academic self-efficacy. The results support the decision makers to increase the quality of more inclusive higher education by considering differences based on education fields, types of disability and rate of (personal) disability and gender.

Following the gradual post-COVID-19 return of international student flows, it is important to examine how higher education institutions and international students are reacting to their new environment and how they relate to each other. Central to this relationship is the concept of "belonging"; what it means for international students, as newcomers and temporary residents in their host environment, to feel as if they belong. To address this question, and as a springboard from which further research into the topic can be undertaken, we examined the question of "belonging" within contemporary academic literature. We examined a broad range of literature to determine the key findings, as well as gaps in the implications for theory and practice. Our findings indicate that "belonging" is seldom clearly defined in the scholarly research. We also found that a proactive approach to student integration was the most common thread across the studies examined.

Objective: This study aimed to compare the approval of medicines for attention deficit/hyperactivity disorder (ADHD) for pediatric patients across five countries. Method: A document analysis was completed, using the drug labeling for ADHD medicines from five countries; United Kingdom, Australia, New Zealand, Canada and United States (US). Comparisons of available formulations and approval information for ADHD medicine use in pediatric patients were made. Results: The US had the highest number of approved medicines and medicine forms across the studied countries (29 medicine forms for 10 approved medicines). Approved age and dosage variations across countries and missing dosage information were identified in several drug labeling. Conclusions: The discrepancies in approval information in ADHD medicine drug labeling and differing availability of medicine formulations across countries suggest variations in the management of ADHD across countries. The update of drug labeling and further research into reasons for variability and impact on practice are needed.

Social contagion, the process whereby psychological states spread from one person to another, is a pervasive phenomenon. However, this has not been adequately explored in the educational context, especially in relation to the social contagion between principals and teachers. This study aimed to examine the social contagion of job satisfaction from principals to teachers and its implications for instructional quality (i.e., clarity of instruction and cognitive activation). We made use of the Teaching and Learning International Survey (TALIS) 2018 data and drew on 47,315 teachers and 3008 principals from two cultural groups: Confucian societies (Japan, Taiwan, Korea, and Shanghai) and English-speaking societies (Canada, Australia, New Zealand, United States, and United Kingdom). Results of multilevel mediation analyses revealed that principal job satisfaction was related to teacher job satisfaction, providing support for the principal-teacher job satisfaction contagion. The job satisfaction contagion was subsequently associated with teachers' clarity of instruction and cognitive activation in Confucian societies, but only cognitive activation in English-speaking societies. Teacher job satisfaction was associated with both instructional quality indicators in both cultural groups. The study provided evidence of the social contagion of job satisfaction between principals and teachers. Study results also demonstrated how the contagion of job satisfaction is subsequently associated with teachers' instructional quality across different cultural contexts.

This paper reports a systematic narrative synthesis review conducted on the educational effectiveness of genre theory/systemic functional linguistics pedagogies for improving reading and writing outcomes in K-10 education within mainstream classrooms in Australia, the UK, the USA, New Zealand, and Canada. This framework has significant influence on reading and writing curriculum, teacher training, and literacy practices. However, its evidence base has never been systematically reviewed. An exhaustive database search sourced 7846 potentially relevant studies, which were screened according to guidelines for evaluating evidence through systematic narrative synthesis reviews and standardly applied criteria for educational evidence (e.g., The Centre for Education Statistics and Evaluation, What Works Clearinghouse). Very few peer-reviewed intervention studies with control groups and quantitatively measured outcomes were found. A surprising result. Those studies showing positive effects had flaws in research design and quality that preclude their use as educational evidence. This systematic review indicates that there is insufficient rigorous evidence of the benefits, or lack thereof, of genre theory/systemic functional linguistics--based approaches to teaching reading and writing within K-10 education, at least in terms of measurable outcomes for students. More high-quality research needs to be undertaken as the current research record is not sufficient to prove or disprove the value of this approach.

Background: Understanding students' naive conceptions about the norms that guide scientific best practice is important so that teachers can adapt to students' existing understandings. Objective: We examined what incoming undergraduate students of psychology believe about reproducibility and open science practices. Method: We conducted an online survey with participants who were about to start their first course in psychology at a university (N = 239). Results: When asked to indicate how a researcher should conduct her study, most students endorsed several open science practices. When asked to estimate the proportion of published psychological studies that follow various open science practices, participants' estimates averaged near 50%. Only 18% of participants reported that they had heard the term "replication crisis." Conclusion: Despite media attention about the replication crisis, few incoming psychology students in our sample were familiar with the term. The students were nevertheless in favour of most open science practices, although they overestimated the prevalence of some of these practices in psychology. Teaching Implications: Teachers of incoming psychology students should not assume pre-existing knowledge about open science or replicability.

This research explores responsible investment practices at Canadian and international universities. We analyze universities' "Statement of Investment Policy and Procedures" and "Responsible Investing Policies" to understand how responsible investing is included and how this varies by region. Our results show that most university investment policies are lacking in content and specificity. We compare four different regions, Canada, the United States (USA), the United Kingdom and Ireland (UK-I) and Australia New Zealand (ANZ) in terms of responsible investment integration. We find a clear international hierarchy, with the UK-I as the most advanced region in responsible investing integration, followed by Canada and ANZ with the USA a distant last place. We develop recommendations which act as tools to help mobilize university knowledge in responsible investing, drawing on globally recognized frameworks, in two areas: governance and policy. Our recommendations are broadly applicable to any post-secondary institution and also expand to other sectors attempting to incorporate responsible investing. Implications for universities and areas for future research will be discussed.

Since most schools and learners had no choice but to learn online during the pandemic, online learning became the mainstream learning mode rather than a substitute for traditional face-to-face learning. Given this enormous change in online learning, we conducted a systematic review of 191 of the most recent online learning studies published during the COVID-19 era. The systematic review results indicated that the themes regarding "courses and instructors" became popular during the pandemic, whereas most online learning research has focused on "learners" pre-COVID-19. Notably, the research topics "course and instructors" and "course technology" received more attention than prior to COVID-19. We found that "engagement" remained the most common research theme even after the pandemic. New research topics included parents, technology acceptance or adoption of online learning, and learners' and instructors' perceptions of online learning.

While ChatGPT has recently become very popular, AI has a long history and philosophy. This paper intends to explore the promises and pitfalls of the Generative Pre-trained Transformer (GPT) AI and potentially future technologies by adopting a speculative methodology. Speculative future narratives with a specific focus on educational contexts are provided in an attempt to identify emerging themes and discuss their implications for education in the 21st century. Affordances of (using) AI in Education (AIEd) and possible adverse effects are identified and discussed which emerge from the narratives. It is argued that now is the best of times to define human vs AI contribution to education because AI can accomplish more and more educational activities that used to be the prerogative of human educators. Therefore, it is imperative to rethink the respective roles of technology and human educators in education with a future-oriented mindset.

Prior to the pandemic, the number of international secondary students in anglophone countries had grown rapidly. Yet these minor transnational learners, most of whom unaccompanied, remain largely understudied and neglected in the educational research and policy discourses. This hermeneutic literature review addresses the literature gap by (a) identifying and synthesizing the available scholarly evidence on the cross-cultural experiences of international secondary students in anglophone countries, and (b) offering a critical analysis and assessment of the evidence that led to identification of knowledge and methodological gaps as well as implications for future studies. A conceptual framework was developed to provide a visual guideline of the cross-cultural adaptation process of international secondary students.

Generalised moves to online and more flexible delivery modes of teaching have challenged the perceptions and expectations of university educators worldwide. Congruence around educator role expectations, held by both the educator and their students, therefore is central to educator wellbeing, and by default, student success in a changing university environment. Metaphorical analysis is a way to understand perceptions, expectations, and the realities of university teaching. Extending the work of Saban et al. (2007), this mixed methods study of metaphors of university educators from student and educator perspectives found that while educators and students were aligned in conceptualizing teachers, there were increasing expectations on educators to demonstrate higher levels of humanistic personal qualities while at the same time being experts, accredited teachers, and engaging content creators. Educators however saw themselves as something different to how students see them, pointing to a vulnerability for educator wellbeing. The implications suggest more institutional support is needed for the 'being and doing' of teaching and to find better ways to align the expectations of students, universities, and educators. For early career educators, recognising the tension between the reality and aspiration of being a teacher, will go some way towards maintaining educator wellbeing.

This study uses an education in emergencies (EiE) lens and a scientometric approach to examine the educational research landscape during the COVID-19 pandemic by analyzing 95,628 publications indexed in the Web of Science Core Collection database from 2020 to February 2023. It employed descriptive and network approaches to map growth trajectory, productivity, social structure, conceptual structure, and research methodologies used in the retrieved sources. The findings reveal a steady increase in publications on education and COVID-19 since the onset of the pandemic. However, the majority of productive countries and institutions are in the Global North, with limited representation from the Global South, except for China. English is the dominant language in publications, and funding agencies from English-speaking countries are the most active. The most frequently occurring keywords revolve around performativity, institutions, teaching methodologies, attitudes, and experiences, while keywords related to social justice are a peripheral focus. Publications mainly focus on technical and methodological aspects of education, such as online teaching and learning. Most productive journals represent a mix of foci and are not limited to distance learning. The extracted literature showcases diversity in research methodologies used. Future studies should use systematic reviews on narrow topics to evaluate the effects of the pandemic, inform decision-making, enhance education system resilience, and envision a more equitable education system. The study's contributions are notable for its unique EiE perspective, comprehensive scope, extensive data extraction, and meticulous examination of research design, effectively addressing limitations in bibliometric software.

This cross-cultural ethnography explored the global student mobility patterns of international students from English-speaking countries in China and asked research questions about (a) their motivational factors and acculturation expectations before arrival; (b) linguistic factors influencing their acculturative stressors in the host group community's culture and its academic, social, and public systems after arrival; and (c) their reflections on intergroup ideologies with the host community after graduation, based on looking ahead. This study collected data through fieldwork by observing and interacting with approximately 80 individuals from the United Kingdom, the United States, Canada, Australia, and New Zealand in university towns in East China during the academic years from 2012 to 2023. In turn, 17 individuals who graduated before 2021 were selected as the final sample to conduct in-depth interviews. The study placed the concepts of acculturation expectations and intergroup ideologies at the nexus of linguistic hegemony, symbolic power, and social space. The overarching findings showed that despite positive motivations to visit China, language barriers led participants to express confusion, culture shock, anxiety, and perceived discrimination in their academic, social, and public domains. However, some participants who remained in China after graduation expressed their authentic voices regarding changes in attitude toward the host community culture and their heritage language. Therefore, this study focused on a different dimension of acculturation and linguistic ideology by examining how a linguistically and culturally dominant cohort faced acculturative challenges and negotiated to cope with their stressors in power dynamics.

With their increasing popularity, there is a need for more research clarifying the potential strengths and weaknesses of the comic format for education. The panelled comic format may be particularly effective for educating adults on the scientific aspects of processes (sequences of events, occurring over time, in a series of discrete steps). We tested change in performance in adults (n = 879) in correctly ordering the stages in four processes before and after being exposed to educational material about these processes. The material was presented in a random selection of one of seven experimentally manipulated formats based on characteristics of comic books. Overall, participant performance improved after seeing the educational material. There were significant differences in learning between the processes, suggesting that the benefits, or detriments, of the comic format may be subject-specific. Performance was significantly better when images were subdivided into panels, and worse when an explanatory agent (character) was included, though these differences in performance did not survive adjustment for multiple comparisons. This study presents some evidence that the panelled nature of the comic format supports learning about scientific processes in adults. Given results differed notably between the specific topics to be learned, there is substantial scope for further investigation.

Background: The imperative for social justice in education means that pre-service teachers should learn how to teach for and about social justice, including pedagogical and content knowledge. Understanding how physical education (PE) pre-service teachers and teacher educators construct and develop their knowledge of social justice pedagogies and critical content, intertwined with values based on social justice and equity, is needed to best support future teachers. Purpose: The focus of this paper is how physical education teacher educators and PE and sport pedagogy university faculty have developed their knowledge of teaching for and about social justice: where their knowledge came from and how they draw upon it in their teaching and programme design. Method: Seventy-two faculty from seven countries engaged in an in-depth interview about their conceptualisation of social justice, their knowledge, practices, institutions, and policy contexts and completed a demographic survey on their social identity and professional experiences. Using a social justice pedagogical and content knowledge (SJPACK) model, thematic analysis generated formal educational study, workplace experience, and personal or social identity bases of social justice knowledge. Findings: Many of those who expressed a commitment to teaching about and for social justice had personal and professional experiences that had provided 'eye-opening' moments. For instance, some had encountered marginalisation and discrimination based on their identity. If social justice issues were not a part of a participant's lived experience, but they had professional experience in the field, they were struck by what they did not know and subsequently sought out postgraduate or professional development. Professional experiences in the field were much more likely than formal education experiences to provide recognition that participants needed to learn more about social justice. Social justice is both knowledge and an ideological stance, so learning about social justice is as much about values and disposition as about content. Social justice must be important enough for teacher educators to embed in their belief system so that it becomes part of their pedagogical practice. Conclusion: This study prompts consideration of the professional development needs of teacher educators concerning social justice that goes beyond acknowledging the existence of sociocultural issues by moving towards changes in pedagogical practices in PETE and PESP programmes. We advocate collaborative and reflective professional development for educators if SJPACK is to be woven throughout teacher education programmes and not just incumbent on educators with personal experience of social justice issues.

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.

Despite advances in the field of augmentative and alternative communication (AAC), outcomes among children who require AAC remain discouraging. Practitioners may benefit from guidelines to aid decision-making in relation to supporting pre-linguistic communicators. We conducted an open-ended questionnaire of 30 AAC professionals from six countries--Australia, Denmark, the Netherlands, New Zealand, the United Kingdom, and the United States--to determine if consensus existed regarding the assessment information needed, the communication skills to teach, and the instructional strategies to employ to support AAC learning for pre-linguistic communicators. We analyzed the responses using qualitative content analysis in four iterative phases. We provide five statements that reflect areas of consensus and divergence among the participating AAC professionals. These findings provide important insights related to assessment, communicative competence, instructional strategies, decision-making, and communication partner instruction. Findings of this preliminary exploration indicate the need for ongoing and targeted research related to AAC decision-making guidance that attends to context (e.g., languages spoken, service structures) and pre- and in-service training in AAC decision-making.

Feedback can be powerful, but its effects are dependent on what students do. There has been intensive research in recent years under the banner of 'feedback literacy' to understand how to help students make the most of feedback. Although there are instruments to measure feedback literacy, they largely measure perceptions and orientations rather than what learners actually do. This paper documents the development and validation of the Feedback Literacy Behaviour Scale (FLBS), which is a self-report instrument intended to measure students' feedback behaviours. A framework for feedback literacy was constructed with five factors: Seek Feedback information (SF), Make Sense of information (MS), Use Feedback information (UF), Provide Feedback information (PF), and Manage Affect (MA). An initial set of 45 questions were reviewed in an iterative process by feedback experts, resulting in 39 questions that were trialled with 350 student participants from four countries. Our final survey of 24 questions was generally supported by confirmatory factor and Rasch analyses, and has acceptable test-retest reliability. The FLBS provides a more robust way for educators and researchers to capture behavioural indicators of feedback literacy and the impact of interventions to improve it.

There are many varied approaches to involving parents in assessment, but a coherent knowledge base is lacking. To gain a deeper understanding of the role of parental involvement in student learning, we accessed journal articles from three databases following the "Preferred Reporting Items for Systematic Reviews and Meta-Analyses" (PRISMA) guidelines. Two hundred and eleven articles were generated, but upon application of exclusion criteria, 25 articles remained for final analysis. We examined the outcomes and approaches for parental involvement in assessment, including the research focus, countries, school context, research design, the terminology used, definition, and challenges. The findings of our review highlight the competing understandings of parental involvement, geographical, theoretical, and practical gaps. We also highlighted significant areas for future investigations.

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.

In this article, a team of teacher educators collectively think through the many possibilities of how concepts such as decolonization, abolition, and fugitivity intersect with and are taken up by teacher education programs. To do so, we undertook a critical interpretive synthesis of scholarly literature spanning 2000 to 2020 to locate, examine, and organize existing examples of teacher education programs that work to transgress hegemonic colonial models of education. We revisit de Oliveira Andreotti et al.'s social cartography as a framework for comparing the theoretical foundations and social implications of each teacher education program.

Background: Studies indicate that access to nature may increase general human health and wellbeing. As a learning environment, the outdoors can also positively influence children's personal and social growth, healthy development, wellbeing and learning abilities. To maximise the potential offered by outdoor learning, it is necessary to gain deeper understanding of its implementation, particularly in early childhood education and care (ECEC) settings. Purpose: This review study sought to explore a small subset of relevant literature in detail, in order to identify and describe the noted benefits and challenges of implementing outdoor learning in early childhood. Method: A narrative synthesis was undertaken. In total, 20 studies from 10 different countries on learning outdoors during ECEC were selected for in-depth analysis and synthesis. The benefits and challenges of outdoor learning implementation in ECEC were identified and categorised using thematic analysis. Findings: The analysis yielded a detailed description of the opportunities, preconditions and resources for outdoor learning. Six data-driven categories emerged (i) children's holistic development; (ii) health and wellbeing; (iii) multimodal, hands-on learning opportunities; (iv) experiences in and of nature; (v) teachers as mediators; and (vi) the organisation of outdoor learning. Overall, these categories suggested that three main elements need to be considered when planning and implementing outdoor learning: as well as providing experiences in and of nature for children, outdoor learning may benefit the holistic wellbeing and well-rounded development of children and can offer multimodal, hands-on learning opportunities. According to the analysis, one of the main challenges related to teachers' understanding and knowledge around organising and implementing outdoor learning opportunities for young children. Conclusion: In addition to highlighting the compelling potential benefits of outdoor learning in ECEC, the study findings draw attention to the need for teachers to be supported in developing the required competences to implement outdoor learning. In particular, introducing multimodal outdoor learning into educational practice necessitates pre- and in-service teacher education and professional development.

Background: Spoken discourse is commonly affected after traumatic brain injury (TBI). Although guidelines recommend prioritizing discourse-level skills in cognitive communication management, previous literature has highlighted challenges in managing discourse clinically. Little is known about how speech-language pathologists (SLPs) assess and treat discourse after TBI. Aims: To investigate current SLP practice to determine the alignment of clinical practice with research evidence and recommendations. Methods & Procedures: This online survey consisted of 30 questions on SLPs' practice with discourse assessment, analysis and treatment processes, including the materials and methods used and rationales for decision-making. Participants were recruited through national and international SLP professional bodies, TBI-specific or SLP special-interest groups and social media. Survey responses were analysed using descriptive statistics, with free text included to support individual responses. Outcomes & Results: There were 70 participants, from Australia, the United States, UK and New Zealand. Nearly half the participants had over 11 years of experience working with adults with TBI and a quarter had over 20 years of experience. Participants reported that they regularly evaluated the discourse ability of people with TBI, most commonly during spontaneous conversation or with a personal narrative task. Discourse intervention approaches mostly targeted client self-monitoring ability, social skills or conversational interactions. Practice varied dependent on setting, with more SLPs in community or outpatient services undertaking discourse assessment and treatment than in hospital settings. Conclusions & Implications: Overall, survey respondents' management of spoken discourse aligned with recommendations in the research literature, incorporating an individualized, goal-based approach. Factors affecting the use of discourse in practice included client-specific factors and needs, availability of time for transcription and analysis, and SLPs' knowledge level and confidence with discourse. Increased knowledge of discourse methods and treatment approaches could help inform decision-making for SLPs working in TBI.

Sensory processing differences measured by self- or parent-report co-segregate with quantitative autistic traits and have potential endophenotypic properties. It is not known to what extent this reflects generalized sensory dysfunction versus more specific associations involving individual senses or autistic trait domains. We combined Bayesian variable selection with dominance analysis to obtain a more nuanced understanding of modality-specific associations. We recruited two independent samples of adults to complete the Broad Autism Phenotype Questionnaire and the Glasgow Sensory Questionnaire. For each domain of autistic traits (social interaction, communication, cognitive rigidity), we performed stochastic search variable selection using Glasgow Sensory Questionnaire modality subscales as predictors while controlling for uncertainty in other variables. Dominance analysis was applied to the reduced models to evaluate the relative importance of predictors. Only auditory scores reliably predicted all three autistic traits when other modalities were accounted for. The proprioceptive scale, which included motor and interoceptive deficits, predicted communicative autistic traits more than other trait domains. The tactile scale appeared most specific for social autistic traits. Although the findings must be interpreted in light of the limitations of the questionnaires, the study suggests that auditory differences may be more likely than differences in other senses to be a robust sensory endophenotype relevant to autism.

To understand the evolution and current status of qualitative research in School Psychology, we reviewed 4,346 articles published across seven school psychology journals between 2006 and 2021. The bibliometric analysis indicates that publication of qualitative research has increased over the years, but remains small (3%) when seen against the total volume of journal publications. Less than 5% of articles in all but one journal were qualitative. The most commonly explored topic was diversity, equity, and social justice accounting for 23% of the qualitative articles. In total, 55% of the studies were conducted in the United States. Although many studies did not specify participants' race and gender, the most commonly reported research participants were K-12 students, female, White, and from the United States. We discuss these findings and provide recommendations.

Background: Little is known about the health literacy of children living with long-term conditions. This study aimed to gain insight into the life of children with a long-term condition in the context of health literacy, specifically their understanding of their health and the barriers and facilitators to sharing information about their condition with others. Design: Child-centred qualitative arts-based approach with children aged 6-12 years. Setting: Children participating in the study came from three countries -- the UK, Australia and New Zealand. Method: A participatory arts-based qualitative child-centred approach prompted children to draw, label and use stickers, body-outlines and collage to describe elements central to health literacy. This encompassed their long-term condition, their understanding of their condition, its management and decision-making associated with sharing information about their condition with others. The sessions were audio-recorded, and reflexive thematic analysis was undertaken. Results: Four central themes related to key elements of child health literacy: (1) pragmatic understanding -- what it feels like and what happens in my body; (2) management regime -- what do I have to do to keep on going; (3) information sharing -- I don't tell random people; and (4) benefits of sharing -- they've got my back. Conclusion: Children indicated a pragmatic or process type understanding of their condition and its management. Children were discerning about who they shared information about their condition with, but tended to establish a network of well-informed peers capable of providing support if needed. Despite gaps in children's health literacy, parents and families have an important role to play in checking children's understandings and developing critical health literacy.

Assessment is critical in postsecondary education, as it is at all levels. Assessments are classified into four types: diagnostic, summative, evaluative, and formative. Recent trends in assessment have migrated away from summative to formative evaluations. Formative evaluations help students develop expertise and concentrate their schedules, ease student anxiety, instill a feeling of ownership in students as they go, and confirm the module's subject notion. Online formative assessment (OFA) emerged as a result of the convergence of formative and computer-assisted assessment research. Bibliometric analyses provide readers with a comprehensive understanding of a study topic across a particular time period. We used a PRISMA-compliant bibliometric method. The Scopus database was searched for BibTex-formatted publication data. In total, 898 studies were analyzed. According to the results, "Assessment & Evaluation in Higher Education" and "Computers & Education" are the most influential sources. RWTH Aachen University and Universitat Oberta De Catalunya are the most effective institutions. The red cluster includes terms associated with higher education and evaluation. The word "e-assessment, e-learning, assessment, moodle" appears in the green cluster. This group is quite influential yet has a low centrality. The highest percentage is 79.2 for "online assessment". The subject is comprised of three components: "distance learning", "accessibility", and "assessment design". The most important topics were "e-assessment", "higher education", and "online learning". According to the country participation network, the USA and UK were the two main centers.

Instructional quality is associated with better academic outcomes for students. This study aimed to investigate how teachers' job satisfaction was associated with clarity of instruction and cognitive activation as measures of instructional quality. In addition, we investigated whether this association between teachers' job satisfaction and instructional quality was mediated by teacher-student relationships. Drawing on the 2018 Teaching and Learning International Survey (TALIS), we compared participants from both Eastern (N = 27,106; Japan, Taipei, Korea, Shanghai) and Western sociocultural contexts (N = 20,209; Canada, Australia, New Zealand, United States, United Kingdom). Multilevel structural equation modelling results indicated that teachers' job satisfaction was positively associated with instructional quality across Eastern and Western settings. The relationship between teachers' job satisfaction and instructional quality was partially mediated by better student-teacher relationships. There were some differences between the cultural settings in how job satisfaction correlated with clarity of instruction and cognitive activation. We suggest that these differences may be accounted for by cultural characteristics leading to different approaches to teaching. Our results suggest that teachers' job satisfaction and the quality of classroom-level relationships may be important indicators of positive instructional outcomes. While schools focus on student outcomes, they should also address teachers' job satisfaction and prioritise the importance of relationships between teachers and students in classrooms.

Background: Individuals pursue teaching careers for numerous reasons, such as for instrumental or prosocial purposes. Aims: This study examined the personal (instrumental motivation) and social (prosocial motivation) utility of teaching as predictors of teaching quality in terms of clarity of instruction, classroom management, and cognitive activation. Sample: We used data from the Teaching and Learning International Survey (TALIS) 2018, which included 50,595 teachers from 1252 schools in 10 countries and regions. Methods: We performed a series of regression analyses to test a model of instrumental and prosocial motivation to predict three indicators of teaching quality (clarity of instruction, classroom management, and cognitive activation) while controlling for demographic characteristics (age, sex, educational level, and teaching experience). We examined this model in countries and regions from Eastern (Japan, Korea, Singapore, Shanghai and Taipei) and Western (Australia, Canada, New Zealand, United Kingdom and the United States of America) cultures. Results: Results demonstrated that instrumental motivation predicted clarity of instruction in the East and classroom management in both the East and West; prosocial motivation, however, was a more consistent predictor of all indicators of teaching quality, except classroom management in the West, across cultures. Conclusion: Teachers' prosocial motivation to benefit others and contribute to society must be considered to understand teaching quality across various cultural contexts. Implications for theory, practice and policy are discussed.

The global mobility of students is on the rise and the recruitment of international students is high on the agenda of institutions in higher education. By communicating a distinctive corporate identity on their websites, universities can distinguish themselves from competitors and generate a positive image to attract talented international students. In this study, the online corporate identity of top universities in 12 countries is compared by semantic network analyses. This cross-country comparison demonstrates that universities in different countries create a distinctive online corporate identity by using different (combinations of) frames within four identified themes: internal characteristics, student resources, external position and affairs, and corporate citizenship. These insights are useful in the development of communication strategies by universities and national governments.

Autistic people are under-represented in university student populations, but their numbers are growing, and the barriers to their inclusion are being recognised. Outside of the student body, autistic people in academia are often overlooked, although this is starting to change with the growth in inclusive autism research. However, they remain absent from the academic literature, despite the evident synergies between autistic strengths and academic careers. This study explored the perceptions of 37 autistic academics from various disciplines: what are the positives of working in academia for autistic people, and what are the negatives? Participants reported many positive aspects of an academic career, including the fit with the strengths, characteristics and motivations of autistic people. However, they also noted barriers and challenges -- social, environmental and structural -- many of which could be addressed by greater awareness and acceptance of autism. Given the considerable benefits that autistic teachers and researchers bring to higher education, there is a clear need for universities and colleges to implement changes to the physical and social environment to make academia more inclusive.

Background: A number of practice barriers (e.g., time constraints, patient comorbidities and competing demands) exist as regards the evidence-based assessment of adult language within the acute hospital setting. There is need for an evidence-based, diagnostically validated, adaptable, comprehensive and efficient aphasia assessment. The Brisbane Evidence Based Language Test (EBLT) was developed to meet this need for a clinically appropriate and diagnostically robust assessment measure. Since the release of the EBLT, there has been no detailed investigation into speech and language therapists' (SLT) use and perceptions of the assessment. To inform future research and improvements to the EBLT, a better understanding of current language assessment practices, use and thoughts on the EBLT are required. Aims: To investigate SLTs' current language assessment practices; and to explore the current usage and future directions of the Brisbane EBLT. Methods & Procedures: A convergent parallel mixed-methods study design with an electronic survey was utilized. The survey consisted of 16 multiple-choice, multiple-answer and free-text questions that explored respondents' perceptions of current language assessment measures, ideal language assessment features, Brisbane EBLT use, positives and negatives, and future directions for the EBLT. The survey was developed on Qualtrics and disseminated via email, social media and professional networks. Snowball sampling was used. Study inclusion criteria required participants to be qualified SLTs with clinical experience working with patients with aphasia. Quantitative data were analysed via descriptive and correlative statistics, and qualitative data were analysed via content analysis. Outcomes & Results: The survey was completed by 115 SLTs from Australia, New Zealand, the United States, the UK, Canada, France, Lebanon and Belgium. Many respondents identified that a range of assessments is required to meet SLT clinical needs in the assessment of aphasia. Key desirable assessment features reported were: comprehensive, efficient, evidence-based, responsive and flexible. The EBLT was the most frequently used standardized measure reported by respondents (used by 78.63%). The EBLT reportedly has many positive features; however, respondents indicated dislike of the form layout, scoring and responsiveness. The majority of respondents indicated that the development of additional EBLT tests (94.29%) and additional cut-off scores (95.15%) would benefit their clinical practice. Conclusions & Implications: The study findings indicate that SLT assessment of language is complex and multifaceted. While the EBLT is reportedly used widely by SLTs, respondents identified areas for further research which would optimize the test's usability within their practice, to ultimately improve patient outcomes.

This empirical article presents student affairs and services practitioners' perceptions regarding the sense of accomplishment they feel in their job. Results show helping students, collaborating among colleagues, contributing positively to a broader community, and the autonomous and engaging nature of the work itself provided SAS staff across countries and regions with a sense of accomplishment. Authors discuss findings in terms of supporting SAS practitioners in light of changes globally in higher education's expectations and culture.

Big ideas, sometimes referred to as key, core, fundamental or threshold concepts, are widely applicable concepts at the heart of disciplines that are or have been central and influential for their fields. Attention here is particularly directed to meta-concepts common to sister disciplines in the sciences. "Learning thresholds", "powerful knowledge" and their meanings are singled out for discussion having become widely relevant to geography. Other empowering big ideas for geography are identified; collectively these can be close to the global concerns that new learners may have, giving them motivation for their learning. Developing global challenges, from coronavirus infections to climate change, are geographically varied in their reach and impacts. Student engagement can be enhanced as concepts are addressed and they embark on the methodological and factual knowledge and skills that give new value to HE learning. Fresh concepts can also be realized from students' individual projects or enquiries. In these ways big ideas can provide motivational stimuli for progressing enterprising research through such learning.

This article provides a comprehensive analysis of the evaluation of the arts within performance-based research funding systems (PRFSs). Previous literature on PRFSs has overlooked the arts and focussed primarily on outputs in relation to the sciences and humanities. We develop a typology of how artistic outputs are evaluated within 10 countries' PRFSs, operating in Australia, the Czech Republic, Italy, Lithuania, New Zealand, Poland, Portugal, Slovakia, Spain, and the UK, and identify three different types of artistic evaluation systems. The study compares evaluation methods and provides a classification of quality criteria used by evaluation panels. We conclude with a discussion of the challenges specific to different types of systems.

Introduction: Adults with intellectual disabilities have an increased vulnerability to mental health problems and challenging behaviour. In addition to psychotherapeutic or psychoeducational methods, off-label pharmacotherapy, is a commonly used treatment modality. Objective: The aim of this study was to establish evidence-based guideline recommendations for the responsible prescription of off-label psychotropic drugs, in relation to Quality of Life (QoL). Method: A list of guidelines was selected, and principles were established based on international literature, guideline review and expert evaluation. The Delphi method was used to achieve consensus about guideline recommendations among a 58-member international multidisciplinary expert Delphi panel. Thirty-three statements were rated on a 5-point Likert-scale, ranging from totally disagree to totally agree, in consecutive Delphi rounds. When at least 70% of the participants agreed (score equal or higher than 4), a statement was accepted . Statements without a consensus were adjusted between consecutive Delphi rounds based on feedback from the Delphi panel. Results: Consensus was reached on 4 general:the importance of non-pharmaceutical treatments, comprehensive diagnostics and multidisciplinary treatment. Consensus was reached in 4 rounds on 29 statements. No consensus was reached on 4 statements concerning: freedom-restricting measures, the treatment plan, the evaluation of the treatment plan, and the informed consent. Conclusion: The study led to recommendations and principles for the responsible prescription -- aligned with the QoL perspective -- of off-label psychotropic drugs for adults with intellectual disabilities and challenging behaviour. Extensive discussion is needed regarding the issues on which there was no consensus to furthering the ongoing development of this guideline.

The Reading the Mind in the Eyes Test (RMET) is a purported theory of mind measure and one that reliably differentiates autistic and non-autistic individuals. However, concerns have been raised about the validity of the measure, with some researchers suggesting that the multiple-choice format of the RMET makes it susceptible to the undue influence of compensatory strategies and verbal ability. We compared the performance of autistic (N = 70) and non-autistic (N = 71) adults on the 10-item multiple-choice RMET to that of a free-report version of the RMET. Both the autistic and non-autistic groups performed much better on the multiple-choice than the free-report RMET, suggesting that the multiple-choice format enables the use of additional strategies. Although verbal IQ was correlated with both multiple-choice and free-report RMET performance, controlling for verbal IQ did not undermine the ability of either version to discriminate autistic and non-autistic participants. Both RMET formats also demonstrated convergent validity with a well-validated adult measure of theory of mind. The multiple-choice RMET is, however, much simpler to administer and score.

This research investigated how the bug tracker database of the Virtual Learning Environment (VLE) Moodle is developed as an application of crowd work. The bug tracker is used by software developers, who write and maintain Moodle's code, but also by a wider public world of ordinary Moodle users who can report bugs. Despite many studies of the phenomenon of open source bug fixing and software building, much remains to be answered. Specifically, we sought to analyse the implications of this massively distributed collaborative development process for education and educational technology. The research examined the ways educators interface and contribute to the development of the VLE Moodle at the granular level of bug fixing as an example of a global crowdsourced activity. In this study, twenty community participants were interviewed, from fringe members, to key actors, including lead developers from the Open University, Moodle HQ and Moodle founder Martin Dougiamas. We uncovered rich stories of practices of community members. We found that projects are complex interplays of many actors assuming different roles and identities, and that brokers, or "kindly souls", play a key role in activities such as filing reports on behalf of others, or inducting new members.

Academic middle leaders play a critical role in facilitating the leadership of learning and teaching in universities. Previous research has reported the undervaluing and under-resourcing of these academic middle leadership roles. To promote a greater understanding of academic middle leaders, middle leading and middle leadership of learning and teaching in universities, a comprehensive systematic review of higher education literature published in scholarly journals between 2010-2020 was conducted. The review found a limited yet growing literature in the field, with studies predominantly utilising qualitative methodologies, single departmental levels of analysis and topics related to leadership contexts, roles and leader experiences. Analysis revealed the complex, multi-faceted nature of academic middle leadership roles, the tensions experienced by academic middle leaders and the importance of collegial academic middle leading practices. Scholars implore universities to improve role clarity, resourcing and autonomy for academic middle leaders. Future research exploring academic middle leading practices through contemporary lenses is recommended.

This study examines the extent to which career competencies (knowledge, skills, and abilities necessary to manage one's own work and learning experiences to achieve the desired career progression) are prevalent amongst early career researchers (ECRs). We adapted the Career Competencies Questionnaire [Akkermans, J., Brenninkmeijer, V., Huibers, H., & Blonk, R. W. (2013). Competencies for the contemporary career: Development and preliminary validation of the career competencies questionnaire. "Journal of Career Development," 40(3), 245-267] to ECRs' training and career specificities, considering the two career tracks facing them: within and outside academia. This questionnaire was sent to PhD students and junior PhD holders in 16 countries (n = 727). Our results show that career competencies for within and outside academia are clearly contrasted. Furthermore, compared with their female counterparts, male participants generally reported stronger career competencies in preparation for careers both within and outside academia, while PhD students perceived having more career competencies in preparation for careers outside academia than PhD holders did. We also found a positive link between ECRs' career competencies and their perceived employability, and those who perceived themselves as having strong career competencies were more likely to consider their current work meaningful. While most PhD holders pursue careers beyond academia, the concept of career competencies offers an innovative theoretical contribution to the field of ECRs' development, by highlighting how this population perceives their preparedness for diverse professional paths.

This synthesis of 30 qualitative studies examined young people's views on pornography related to their sexual health. Synthesis revealed pornography use is considered normal by young people, reinforced by its usefulness as a tool for pleasure, information, and instruction in the absence of sufficient sexuality education. However, youth can become distressed by misogynistic, racist, homophobic, transphobic, or violent pornography content. Youth lack spaces to discuss pornography with trusted adults, leaving them to manage their use without support and potentially leading to harmful attitudes and unrealistic expectations about sex. Implications include the need for additional research and increased access to inclusive sexuality education.

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.

The relationship between teaching and research in the modern university has been the subject of vigorous scholarly enquiry in the education literature for several decades. Few international comparative studies are reported in the literature. This study compares and discusses the teaching-research nexus (TRN) in accounting in three international regions: the UK and Ireland (UKI); Australia and New Zealand (ANZ); and South Africa (SA). The purpose of this study is to provide evidence of that the TRN empirical model operates in the different regions, and more so to describe the TRN that remains challenging for the accounting academic profession globally. Positive synergies from the TRN are evident in all jurisdictions in this study but are largely ignored by academic institutions and professional accounting bodies (PABs) that influence the university accounting curriculum. Formal government research assessment measures, coupled by PABs pressures, result in accounting becoming more a teaching-led rather than research-informed academic discipline. This has implications for: the status of accounting academics; the public perception of the professional standing of accounting in society; and the learning experiences of accounting students.