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…

In this paper, Emeritus Professor Kevin Wheldall AM, who received the Eminent Researcher Award of this journal in 2023, describes his research over the past five decades, together with his wife and research partner Dr Robyn Wheldall. Following a biographical sketch, selected research is reviewed successively over five decades on language,…

While the co-production of knowledge through community-engaged research is intended to be a reciprocally beneficial process, academic institutions have often devalued community expertise by treating community organizations as subjects rather than co-creators of knowledge. Drawing from Black Feminist Epistemology, this ethnographic study examines…

Fieldwork is an important component of data collection in environmental sciences and other related disciplines. Sensitive to the ways in which field based environmental sciences (FBES) research is often unsafe and lacks inclusivity, we explore findings from a mixed methods study that identified barriers to inclusion and overlooked risks to safety…

An often repeated argument is that young children can not carry out meaningful research. The authors, who are lecturers involved in teacher training and childhood studies, are interested in the impact that children can have on their school lives and believe that it is often underestimated. The Young Researchers Project (YRP) was created in…

Academic careers are complex, diverse, and increasingly competitive. Building on previous research on selection criteria for admission to early research careers, this research expands the analytical focus to examine attributes requested in job ads at each stage of an academic career. Our data, extracted from a European job platform, draws on over…

This systematic review provides unique findings with an up-to-date examination of artificial intelligence (AI) in higher education (HE) from 2016 to 2022. Using PRISMA principles and protocol, 138 articles were identified for a full examination. Using a priori, and grounded coding, the data from the 138 articles were extracted, analyzed, and…

Autism science faces several conceptual and ethical challenges. These include fundamental issues such as how to characterize autism and the fact that research findings and how they are interpreted sometimes contribute to negative perceptions of autistic people. We argue that some of these challenges can be addressed by centering the perspectives…

Primary sources are the foundations of historical research because they are artifacts representing first-hand accounts or connections to the event, time, or place being investigated. The reality is that many IDT researchers do not have training in historical source analysis, nor do many researchers know where to find primary sources in the field…

The massive amount of text related to education provides rich information to support education in many aspects. In the meantime, the vast yet increasing volume of text makes it impossible to analyze manually. Text mining is a powerful tool to automatically analyze large-scaled texts and generate insights from the texts. However, many educational…

Academic institutions are characterized by specific dynamics between leaders and followers. Academics prefer work autonomy but expect quality leadership. In this article, we explore how early career researchers (ECRs) constructed followership identities through their expectations of supervisory interventions. We used thematic analysis to analyze…

Software plays an important role in contemporary research. Aside from its use for administering traditional instruments like surveys and in data analysis, the widespread use of mobile and web apps for social, medical and lifestyle engagement has led to software becoming a research intervention in its own right. For example, it is not unusual to…

Art education has a range of purposes. Art is said to support students to explore, interpret, ask critical questions, communicate and realise ideas, experiment, take risks, collaborate, tell stories and/or engage in social and political actions. In this paper, we consider whether educational researchers have the same capacious view of students'…

Data from the "Developing Indigenous Early Career Researchers" (ECRs) project reported that efforts of Indigenous ECRs are often undermined by examples of micro-racism. Shared personal experiences revealed racist attitudes and assumptions held by some non-Indigenous academics. This draws critical attention to the fact that while many…

The study of national research assessment exercises serves to evaluate the effectiveness of policies versus their objectives and to improve the formulation of future initiatives. The aim of the current study is to verify whether the introduction of the first performance-based research funding in Italy, based on the 2004-10 VQR assessment, achieved…