Given the rapid adoption of machine learning methods by education researchers, and the growing acknowledgment of their inherent risks, there is an urgent need for tailored methodological guidance on how to improve and evaluate the validity of inferences drawn from these methods. Drawing on an integrative literature review and extending a…

The landscape of educational research necessitates sophisticated approaches to scholarly communication, demanding researchers to adeptly navigate diverse methodological traditions. This article provides systematic guidelines for academic writing that transcend methodological boundaries, offering practical strategies for crafting clear, ethical,…

Once research questions are posed, researchers must answer many a priori questions regarding research design before analysis can be performed and any conclusions can be made, including sample selection criteria, data collection method, model specification, analysis and estimation technique. The choices made by researchers along this forking path…

The evidence-based decision-making movement often assumes that once evidence is available (e.g., via the What Works Clearinghouse), decision-makers will integrate it into their practice. Research-practice partnership studies have shown this is not always true. In this paper, we argue that instead of assuming research will be useful and used, we…

The value of interdisciplinary research is increasingly recognised by the research community. Funding bodies are nowadays specifically encouraging that research they fund is interdisciplinary in nature. However, what is often branded as interdisciplinary research is in fact a network of researchers working to deliver a research output. In this…

Now in a Fourth Edition, this how-to guide is an excellent starting point for anyone looking to begin case study research. The authors--all professors teaching graduate students in education and other professions--provide the structure, detail, and guidance needed for beginning researchers to complete a systematic case study. Improvements for this…

The evidence-based decision-making movement often assumes that once evidence is available (e.g., via the What Works Clearinghouse), decision-makers will integrate it into their practice. Research-practice partnership studies have shown this is not always true. In this paper, we argue that instead of assuming research will be useful and used, we…

Though community-based participatory research (CBPR) boasts a robust history, challenges to conducting such work ethically and equitably remain. Common difficulties, such as addressing power dynamics and navigating mutuality, are heightened when doing participatory research with young people, specifically youth participatory action research…

This scoping review maps research ethics and integrity challenges and best practices encountered by research actors in the DACH countries (Germany, Austria, and Switzerland), including researchers, funders, publishers, research ethics committees, and policymakers, during the COVID-19 pandemic. The COVID-19 pandemic brought research and, in turn,…

Effective research data management (RDM) is essential to modern scientific investigations. As the volume and complexity of research data increase, researchers, research institutions, and countries are pressured to improve data management practices to ensure transparency, reproducibility, sharing, and reuse of their findings. Researchers and…

Knowledge exchange interventions are an important driver of research impact. This study examines 5 years of intensive knowledge-exchange 'reform labs' in the field of education policy. Using qualitative analysis and a regression analysis approach applied to rich case data and quantitative results, we find that the reform labs have a significant…

Purpose: The purpose of this paper is to provide an example of best practice towards enhancing employability in the cross-sectoral labour market for doctorate-holders. This was achieved through an Erasmus+ KA2 (Strategic Partnership) skills development project which created a training programme (TRANSPEER) involving a multi-disciplinary cohort of…

The use of Consensual Qualitative Research (CQR) within counseling literature, specifically counselor education, has increased since 2013; however, the application of the method varies across counseling studies. Therefore, we used a modified content analysis to code 58 CQR counseling studies from 2003-2017 to examine whether and how each study…

This paper focuses on the experience, reflections, and best practices related to training adult education researchers in an adult learning and leadership doctoral program at a Research I institution in the United States. We discuss embedding technology into the curriculum, fostering connections, and supporting the development of self-directedness…

The field of special education is recognized for conducting research designed to improve the quality of life for the children and families we serve. However, our field has been criticized for empirical approaches that are inconsistent with the values and beliefs we articulate as central to our scientific practice. As such, a shift in our research…