Within educational research, qualitative data offers unique opportunities to contextualize findings that arise from large-scale quantitative data collection processes. Still, to date, most educational research is based on researchers' determination of what is important, not the participants'. Participatory Rank Methodology (PRM) is a…

Building from established literature and his research, Milner introduces a framework for designing consequential research. The framework is constructed to help researchers design, identify, and assess research as potentially consequential. In particular, the framework is developed for researchers to intentionally include essential elements that…

Research on computing in higher education research has been dominated by studies on "things that work" (or not). While useful, the field now needs more research on authentic tech-related problems of practice and viable solutions that resolve them. This article describes one such approach: Educational Design Research (EDR). It begins with…

In higher education, online students are often precluded from research assistantships that are more accessible for campus-based students. At a highly ranked institution for online learning, we developed the Undergraduate Research Program (URP) to address this gap in opportunities for online students. The URP is designed to engage fully distanced…

In this article, we reflect on our experiences with teaching ethnographic skills and sensibilities to MSc students at a Dutch university. Using methods such as (self)observation, journaling and reflection, we highlight dilemmas (conceptual, practical, ethical) faced by students when doing ethnographic fieldwork and dilemmas that emerged in…

Large language models (LLMs), through their exposure to massive collections of online text, learn to reproduce the perspectives and linguistic styles of diverse social and cultural groups. This capability suggests a powerful social scientific application--the simulation of empirically realistic, culturally situated human subjects. Synthesizing…

There is growing interest in incorporating multiple voices and ways of knowing into assessment efforts. Attention to incorporating multiple approaches to measuring student learning increases equity in assessment (Montenegro and Jankowski 2017) and promotes engagement with a variety of stakeholders with diverse perspectives on knowledge. However,…

This article speaks to the challenge of public land-grant universities addressing public need through community--academic partnerships and presents a case study to explain and illustrate these challenges. Included in this approach is the acknowledgment that as universities strive to bring the community perspective to their knowledge production,…

Canada does not have a national system wide assessment of the socioeconomic impacts of academic research. We do not have a Research Excellence Framework such as in the United Kingdom. Yet Canadian researchers, funders and institutions are interested in research impact, particularly the methods and processes for generating impacts to complement…

Research in early childhood settings requires careful consideration of the impact on all children in the setting, whether participants or non-participants, and evolving ethical approaches in response to children's needs. However, flexible approaches and, 'in the moment', ethical adaptations are not routinely reported as part of early childhood…

This paper introduces the concept of 'hyper-ambition' in academia as a contributing factor to what has been termed a 'replication crisis' across some sciences. The replication crisis is an umbrella term that covers a range of 'questionable research practices', from sloppy reporting to fraud. There are already many proposals to address questionable…

Literature inclusion and exclusion (E/I) criteria are a fundamental selection methodology in different applications. Mainly, the E/I criteria are identified and chosen with respect to the question for which the manuscript itself is produced, thus allowing the selection of the literature. This procedure is not always related to the economic…

This note is concerned with the study of temporal development in several indices reflecting clustering effects in multilevel designs that are frequently utilized in educational and behavioral research. A latent variable method-based approach is outlined, which can be used to point and interval estimate the growth or decline in important functions…

Distances derived from word embeddings can measure a range of gradational relations--similarity, hierarchy, entailment, and stereotype--and can be used at the document- and author-level in ways that overcome some of the limitations of weighted dictionary methods. We provide a comprehensive introduction to using word embeddings for relation…

The main objective of this methodological article is to discuss the contribution of response times as a tool in education research. The use of response times in research is largely a legacy of the work carried out in cognitive psychology, which has made it possible to describe the cognitive processes involved in information processing. In…