Machine learning (ML) has become commonplace in educational research and science education research, especially to support assessment efforts. Such applications of machine learning have shown their promise in replicating and scaling human-driven codes of students' work. Despite this promise, we and other scholars argue that machine learning has…

Purpose: Phenomenology has a long tradition as a qualitative research method in the social and health sciences. The application of phenomenological methods to understand lived experiences and subjectivities offers researchers a rich tapestry of methodological approaches, often however, the availability of these methods to researchers is tempered…

Research in zoos is an important scientific endeavor that requires several complex considerations in order to occur. Among those many considerations are the ethics involved in conducting zoo research. However, it is not always clear how zoo researchers should go about resolving any research ethics matters, even determining when "some"…

The purpose of this paper is to present a conversation about how impact has been seen and felt by youth and adult co-researchers in a long-term, school-based youth participatory action research (YPAR) project, "Courageous Conversations." To stay true to the epistemological commitments of YPAR, and in an effort to speak back to…

This paper argues that methodological uncertainty, such as that experienced by the social research community through the COVID-19 pandemic (2020-2022) is, and has always been, a vital part of the research landscape. Whilst recognising the many damaging effects of the uncertainties of the pandemic on research and researchers, we home in on the…

This article offers a framework for the study of research governance effects on scientific fields framed by notions of research quality and the epistemic, organizational, and career choices they entail. The framework interprets the contested idea of 'quality' as an interplay involving notion origins, quality attributes, and contextual sites. We…

This paper takes up the struggles of doing of post-qualitative inquiry for inclusion and teacher education for inclusion. As collaborators who have taken different turns in the quest to understand posthumanist methodology, broadly speaking, we write with different voices. We take up two important themes--identity/ethics and becoming--to venture…

This research systematically examines the experimental articles on STEM education (science, technology, engineering, and mathematics education). In this direction, experimental articles with the Social Sciences Citation Index on the Web of Science were analyzed within the scope of research questions, taking into account the guidelines of PRISMA.…

This study examines the impact of the Fraunhofer Society, Europe's largest network of applied research institutes, on patent applications. A difference-in-differences strategy was employed exploiting the establishment of five new Fraunhofer centres in the 2000s. The panel includes 65,963 European applicants (both firms and independent inventors)…

Purpose: This paper engages Olaf Zawacki-Richter and Insung Jung in a frank and penetrating conversation that seeks to ground, frame, and problematise research in the field conceptualised as "open, distance and digital education" (ODDE). Taking as starting point the recent publication of the landmark "Handbook of Open, Distance, and…

The main part of this dissertation study consists of a survey of the types of articles (e.g., articles based on qualitative research, articles based on quantitative research, theoretical articles, etc.) that appear between 2016 and 2021 in five of the leading mathematics education journals (N = 1,317). In addition, for the articles that carry out…

Introduction: The What Works Clearinghouse (WWC) reviews rigorous research on educational interventions with a goal of identifying "what works" and making that information accessible to educators and policymakers. In rating the quality of causal research, the WWC has historically prioritized internal validity over external validity. One…

The central purpose of school-based consultation is making psychological and educational knowledge accessible to teachers, parents, systems, and communities so that it becomes standard practice. Current research methods based on limited scientific paradigms have not adequately addressed that purpose. Applied research based on engineering is a…

David Clarke's research has shifted the focus of classroom research in mathematics education from study of cultural patterns to study of patterns of participation and the learning that can result in highly complex social environments. His Complementary Accounts Methodology which informed the Learner's Perspective Study design included multi-source…

This article addresses the debate on pre-evaluative choices of impact depictions and the forms of responses between applicants and funders. By adopting a reflexive perspective on the social impact of social sciences, this article explores researchers' vocabularies in the research proposals and mid-term reports of consortiums during the Strategic…