Transformer-based models for transfer learning have the potential to achieve high prediction accuracies on text-based supervised learning tasks with relatively few training data instances. These models are thus likely to benefit social scientists that seek to have as accurate as possible text-based measures, but only have limited resources for…

The use of inter-rater reliability (IRR) methods may provide an opportunity to improve the transparency and consistency of qualitative case study data analysis in terms of the rigor of how codes and constructs have been developed from the raw data. Few articles on qualitative research methods in the literature conduct IRR assessments or neglect to…

The digital transformation in higher education can be observed in numerous ways and practices. Recently, post-pandemic digitalization played a significant role in the increase of the educational use of digital technologies such as artificial intelligence, virtual reality, augmented reality, extended reality, and social media. Among these, social…

This research explores the emerging position of teaching professionals in research universities through the framework of 'third space professionals'. The third space is described as an overlapping space between the professional and academic domains in university and usually staff who are neither traditional academics nor traditional professionals…

This paper reports the results of a survey of 404 US mathematics education faculty regarding their research expectations for obtaining tenure. Survey questions asked about participants' perceptions of expected numbers of publications per year, and how much different types of publications (e.g. journal articles, book chapters) and scholarly…

Disciplines display field-specific ways of valuing research contributions, and these different 'styles of valuation' influence how academic careers are assessed and formed. Yet, differences in how research is evaluated are also prevalent between different levels of assessment: collegial and organizational. Consequently, we employ a multifaceted…

The present meta-analytic study examined the overall effectiveness of child-centered play therapy (CCPT) and child-parent relationship therapy (CPRT) for children experiencing internalizing problems. After conducting a comprehensive literature search and review, 25 studies published between 2000 and 2023 met the following inclusion criteria: (a)…

Environmental education would strongly benefit from a socioecological approach that encompasses the human-nature relationship in all its dimensions. Nature relatedness appears to be an essential trait to ensure effective approaches, promoting the development of pro-environmental attitudes and behaviors. but also, human well-being through…

Some meta-analyses have confirmed the efficacy of technology-enhanced vocabulary learning. However, they have not delved into the specific ways in which technology-based activities facilitate vocabulary acquisition, or into first-language vocabulary learning. We conducted a systematic review that retrieved 1,221 journal articles published between…

Purpose: This paper explores perspectives on social justice, equity and agency when schools address health, wellbeing and sustainability challenges. Design/methodology/approach: The paper draws on a literature review of educational research. The analysis is narrative, highlighting how binary conceptions of equity, social justice and agency are…

This article delves into the multifaceted nature of pedagogy, examining its role as both a practical pursuit and an academic discipline concerned with education and upbringing. Positioned within the context of modernity, the overarching objective of pedagogy is framed as the cultivation of a free subject in communities of free people, emphasizing…

Existing systems for automating the assessment of risk-of-bias (RoB) in medical studies are supervised approaches that require substantial training data to work well. However, recent revisions to RoB guidelines have resulted in a scarcity of available training data. In this study, we investigate the effectiveness of generative large language…

Education policy research on White parent opportunity hoarding overlooks whiteness studies and focuses on individual-level behaviors. In this article, we advance a racial network analysis of White parent collectives to better understand how White parents reinforce racial hierarchies in schools.

Previous research explicates ordinal and disordinal interactions through the concept of the "crossover point." This point is determined via simple regression models of a focal predictor at specific moderator values and signifies the intersection of these models. An interaction effect is labeled as disordinal (or ordinal) when the…

The predominance of western paradigms and a frequent failure to consider and theorize the non-neutrality of schools and technology leaves an ontological and epistemological gap in educational technology studies. Specifically, it leads to thin research on the role of power, the collective, and the intersections with technology that can alter our…