Even though agent-based modelling is seen as committing to a mechanistic, generative type of causation, the methodology allows for representing many other types of causal explanations. Agent-based models are capable of "integrating" diverse causal relationships into coherent causal mechanisms. They mirror the crucial, multi-level…

Over the past decade there has been a striking increase in the number of quantitative studies examining the effects of social mobility, with almost all based on the diagonal reference model (DRM). We make four main contributions to this rapidly expanding literature. First, we show that under plausible values of mobility effects, the DRM will, in…

Scholars study representative international surveys to understand cross-cultural differences in mentality patterns, which are measured via complex multi-item constructs. Methodologists in this field insist with increasing vigor that detecting "non-invariance" in how a construct's items associate with each other in different national…

Research about dying is viewed as inherently sensitive because of how death is perceived in many societies. Such framing assumes participants are 'vulnerable' and at risk of 'harm' from research. Simultaneously, with increasing recognition of the importance of reflexivity, researchers can become (deeply) preoccupied with their actions and…

In John Raven's "Diving in Where Angels Fear to Tread: Pre-Requisites to Evidence-Based Interventions," he outlines several critical failings in which social scientists bear a responsibility for potentially a great deal of damage toward children, society, and notably, the planet itself. The nature of the damage appears to be one of…

Educational research enquiries differ based on philosophical beliefs and assumptions regarding researchers' explicitly stated views. This paper critically explores the most dominant philosophical stances in social research sciences, namely positivism, interpretivism and pragmatism. It begins with an overview of the role of the aforementioned…

In the complex world of educational policy, causal inferences will be debated. As we review non-experimental designs in educational policy, we focus on how to clarify and focus the terms of debate. We begin by presenting the potential outcomes/counterfactual framework and then describe approximations to the counterfactual generated from the…

Conventional advice discourages controlling for postoutcome variables in regression analysis. By contrast, we show that controlling for commonly available postoutcome (i.e., future) values of the treatment variable can help detect, reduce, and even remove omitted variable bias (unobserved confounding). The premise is that the same unobserved…

Praxeological turn in social research resulted in many examples of empirical studies using the concept of social practice. They are mostly case studies of a single or clearly defined practices, such as cooking, dancing or energy consumption. There is a lack of studies employing this concept as a framework for research on complex, dynamic and…

This theoretical essay critically examines the impact of Coladarci's 2007 article, "Improving the Yield of Rural Education Research: An Editor's Swan Song," which he composed at the conclusion of his tenure as editor of the Journal of Research in Rural Education. Using boundary theory and "awayness" as a metaphor for…

Responsible, respectable, and successful engagement in research and scholarship in academia requires adherence to certain basic professional ethical principles to sustain the fidelity of academic work and the integrity of the researcher-scholar. This is more so for works which are intended for dissemination, information, attention, and consumption…

The COVID-19 pandemic that prompted a nationwide shutdown of schools and a shift to online instruction in spring 2020 also prompted a wave of articles calling this instructional change a "natural experiment" that could be used to study the effects of online education. Yet the pandemic disrupted so many aspects of children's academic,…

Becker (1967) poses the question "Whose side are we on?," a question which has become an enduring part of discussions within social scientific methodology. This paper explores the key issues in Becker's argument and considers its relevance to researchers today, locating this within a consideration of evaluation-based research and policy.…

It is argued in this paper that a significant number of definitions of terms provided in currently available methodological texts are inadequate or positively misleading. Some do not cover the main meaning of the term but focus instead on a non-standard one. Others fail to pick out the distinctive features of what is being defined. There are also…

Snowball sampling is frequently advocated and employed by qualitative social researchers. Under certain circumstances, however, it is prone to faltering and even failure. Drawing on two research projects where the snowball failed to roll, the paper identifies reasons for this stasis. It goes on to argue that there are alternative forms of…