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…

Research on inclusive education has gained major importance over the last decade. However, in the English-speaking discourse, empirical studies on inclusive teaching and learning often lack connections to existing educational theories that focus on the interrelation of teachers, learners and content as the three focal points of teaching and…

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…

The nurturing of learners' ways of knowing is vital for supporting their intellectual growth and their participation in democratic knowledge societies. This paper traces the development of two interrelated theoretical frameworks that describe the nature of learners' epistemic thinking and performance and how education can support epistemic growth:…

We note two possibilities for how our science might capitalize on advances in computing that harness and weave "big data" into the rich tapestry of how human development unfolds. First, we propose that the classic theoretical models that have guided developmental research since the 1970s and the hierarchical analytical models used to…

In this article I describe and reflect on my evolving understandings of the study of mentoring since the publication of the 2005 article in the Journal of Teacher Education. My reflective journey suggests stressing two assertions to the study of mentoring. One, that there is a need to develop a more multidimensional and integrated conception of…

Developing an evidence-base for educational provision can be an arduous journey. To facilitate consistent and accurate implementation of promising approaches, research efforts need to answer questions relating to theoretical coherence, efficacy, effectiveness, cost, ease of use, and acceptability. An evidence-building framework can help us to…

In response to a proposal to reframe the 'research into practice' agenda in UK education using partnership working, this paper examines a type of collaborative research known as a research-practice partnership (RPP), drawing on models established in education in the United States. It examines their characteristics and what has been learnt from…

Advancing equity is a major challenge facing education systems globally. This creates an imperative for researchers to work with policymakers and practitioners to affect change. There have been many attempts to do this using various forms of action-oriented research and a considerable body of knowledge exists about their strengths and limitations.…

In this article, I provide the first publication thoroughly detailing how the theoretical foundation for the self-regulated strategy development (SRSD) instructional model was developed. I explain the development of the theoretical base for the SRSD model of instruction and the initial focus on writing instruction. I detail the reasoning and…

Idealizations are omnipresent in science. However, to date, science education research has paid surprisingly little attention to the use of idealizations in fostering students' model competence and understanding of the nature of science (NOS). The starting point for the theoretical reflection in this paper is that insufficient consideration of…

Enrollment management (EM) has been a focus of higher education since the 1970s. There is a large base of empirical research on EM, a coordinated effort to support undergraduate students from admission to graduation that has been widely researched. However, there is limited academic research on graduate enrollment management (GEM). What is missing…

The article aims to outline the proposals for linking school effectiveness research and school improvement that are currently relevant in international discussion and to ask how they deal with the 'technology deficit' at the level of model improvement. We will first show the difference between school improvement and school effectiveness. Then, we…

A rich body of empirically grounded results and a solid theory base have often been viewed as signs of a mature discipline. Many disciplines have frequently debated what they should accept as legitimate kinds of theories, the proper roles of theory, and appropriate reference disciplines. Computing education research (CER) in particular has seen a…

In this chapter we provide an overview of campus ecology and ecological systems theory as applied to the study of higher education, most often to research on college students. We describe Bronfenbrenner's developmental ecological model and its application of it to the study of college students. We then discuss affordances and limitations of this…