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…

In this essay, we explore the tension between research using continuous improvement (CI) paradigms, such as improvement science, and conventional research, and the role and regulation of Institutional Review Board (IRB) oversight. We argue that the current regulatory structure privileges traditional research and hinders collaborative inquiry that…

Causal evaluations in teacher education are rare. Underlying reasons include a lack of clearly defined treatments, a lack of research designs that can work in the context of teacher education programs, and a lack of resources for enacting these designs. This article provides a framework for how to fill these gaps. We first propose an approach to…

Systematic reviews have witnessed significant growth across many fields, including education. In this article, we outline the background of this growth, highlight the tendency to focus on methodological considerations, and propose a framework to support education researchers in preparing systematic reviews with broad impact. We draw on our…

Scholars of early childhood education have urged qualitative researchers to adapt their methods for use with young children. However, unjust social imaginations of childhood (e.g., who is considered a "child") play out in qualitative research, particularly for young children who are made most vulnerable by intersecting oppressions (e.g.,…

Over the past decade, public awareness of transgender people has rapidly increased. Yet people who do not conform to the expectations of their assigned gender often face social prejudice and structural marginalization. Within this context, an increasing number of education researchers have shown interest in taking up questions related to…

Concerns about the conduct of research are pervasive in many fields, including education. In this preregistered study, we replicated and extended previous studies from other fields by asking education researchers about 10 questionable research practices and five open research practices. We asked them to estimate the prevalence of the practices in…

It is a healthy exercise to debate the merits of using effect-size benchmarks to interpret research findings. However, these debates obscure a more central insight that emerges from empirical distributions of effect-size estimates in the literature: Efforts to improve education often fail to move the needle. I find that 36% of effect sizes from…

Despite the outsized influence the Catholic school sector in the United States has on policymaking, research into the organization of Catholic schools has not kept pace with contemporary educational research trends. In this brief paper, we diagnose how conceptual and empirical decisions made within the field of Catholic education resulted in the…

Toward the goal of more rapid knowledge accumulation via better meta-analyses, this article explores statistical approaches intended to increase the precision and comparability of effect sizes from education research. The featured estimate of the proposed approach is a standardized mean difference effect size whose numerator is a mean difference…

The intensities of the contemporary moment continue to prompt reflections on the strengths and limitations of approaches typically used to study education policy reform. The central contention of this essay is that policy sociology and its application within education offers needed vantage points on contemporary pressing global policy problems.…

Educational research is repeatedly confronted with the question of its relevance. Current interpretations of relevance narrowly focus on outcomes and impact of research. In this essay, we propose an alternative, ontological conceptualization of relevance, arguing that more is at stake than outcomes and impact. We characterize the ontology of…

Educational researchers are increasingly expected to focus on their research productivity as per their professional performance. Such a trend may have influenced their professional identities and activities, especially in the Global South, where researchers have not been immersed in the new research culture and where their assumed primary role may…

This article suggests two approaches for sharing education research based on a model of research dissemination for Twitter pioneered by the medical community. The first approach is the visual abstract that reflects a visual summary of a study's textual abstract. Evidence demonstrates that compared with a text-alone approach, the visual abstract…

In this essay, we explored the feasibility of utilizing artificial intelligence (AI) for qualitative data analysis in equity-focused research. Specifically, we compare thematic analyses of interview transcripts conducted by human coders with those performed by GPT-3 using a zero-shot chain-of-thought prompting strategy. Our results suggest that…