Educational researchers continue to polarize into 'qualitative' and 'quantitative' camps, with these terms often functioning as global identity markers, rather than as styles of research that are available to anyone. Many scholars have lamented the drawbacks of researchers being siloed into opposing, apparently incommensurable research paradigms,…

Although various academic disciplines use data papers to support effective research practices, data papers are still uncommon in the educational sciences. Main goals of data papers are enhancing transparency regarding research processes and supporting data sharing among researchers and thus, open science. As many educational research projects…

Methods based on machine learning have become increasingly popular in many areas as they allow models to be fitted in a highly-data driven fashion and often show comparable or even increased performance in comparison to classical methods. However, in the area of educational sciences, the application of machine learning is still quite uncommon.…

Our purpose in this article is to examine the subjective processes of researchers while becoming conscious during the investigation of infants and toddlers (I/Ts) in educational settings. Based on the intertwining between Cultural-historical Psychology and Ethnography in Education, we followed a group of I/Ts at a Brazilian Early Childhood…

A team of systematic reviewers successfully completed a government-commissioned review of 'what works to improve post-school outcomes for youth with disabilities' in 2012. Despite its success, interviews with 10 review team members revealed dissatisfaction with the process and indifference to its outcomes. The purpose of our analysis was to…

In education, multisite trials involve randomization of pupils into intervention and comparison groups within schools. Most analytical models in multisite educational trials ignore that the impact of an intervention may be school dependent. This study investigates the impact of statistical models on the uncertainty associated with an effect size…

Preschool, understood as being both a physical and psychological environment, is, according to objectives in national curriculum, required to be inclusive for all those who attend it. Previous studies have identified the stereotypical norms of several everyday activities of preschools, including both interactions and premises. The aim of this…

Reviews of literature often summarize research within a given field to provide succinct information about state of the art as well as gaps for future research to address. In educational research, such information includes different positions within a field; for example, theoretical positions underpinning empirical studies. Such theoretical…

This research article challenges the normative construction of RPPs as an inherently equitable, post-racial and ungendered methodological framework. By utilizing critical race theory broadly, and whiteness as property in particular, we highlight how without explicit consideration for the racialization of research identities, RPPs are incapable of…

There is an overwhelming presence and dominance of white-centric methodologies in educational research. To create necessary re-envisionings, we theorize how approaches to methodology can be disrupted and rethought through Black feminisms, Chicana feminism and Womanism. While each are distinct in their standpoints and contours, they have strong…

Educational researchers advocate the use of an effect size and its confidence interval to assess the effectiveness of interventions instead of relying on a p-value, which has been blamed for lack of reproducibility of research findings and the misuse of statistics. The aim of this study is to provide a framework, which can provide direct evidence…

Educational research results on teachers and teaching are often criticized due to the lack of connection between knowledge production in academic settings and the reality of teachers' work. One of the main critiques of research is the lack of methodological options to address the complexity of teaching. In fact, research results have often been…

This paper offers a critical analysis of the Comparative Case Study (CCS). While CCS provides a holistic methodological framework for case-based research, it is not free from drawbacks. One criticism the approach may receive, ironically, is the lack of criticism it encounters. Another critique can include its naming, as the name 'comparative case…

From the end of the 1970s, all teacher education programmes have been a part of academic higher education in Finland. Thus, TE has been implemented in universities and all Finnish comprehensive and upper-secondary school teachers have a master's degree. Research methods courses have been an essential part of teacher education courses for over 40…

The importance of children's perspectives is now well-established and there has been much attention afforded to appropriate methods for listening to children within the research. Whilst language-based research methods, such as interview, remain commonplace, children's representations are increasingly included as data in educational research.…