Exploratory graph analysis (EGA) is a commonly applied technique intended to help social scientists discover latent variables. Yet, the results can be influenced by the methodological decisions the researcher makes along the way. In this article, we focus on the choice regarding the number of factors to retain: We compare the performance of the…

Public health and social measures (PHSM) have been central to the COVID-19 response. Consequently, there has been much pressure on decision-makers to make evidence-informed decisions and on researchers to synthesize the evidence regarding these measures. This article describes our experiences, responses and lessons learnt regarding key challenges…

Parent and child research has made important contributions to literacy research and advanced research methodologies in studying linguistically diverse families. Positionality has been a cornerstone concept in ethnographic research and often referenced in parent and child studies. In this article, I present a review of the literature on parent and…

To frame their work, biology education researchers need to consider the role of literature reviews, theoretical frameworks, and conceptual frameworks as critical elements of the research and writing process. However, these elements can be confusing for scholars new to education research. This "Research Methods" article is designed to…

Understanding complex (social) phenomena benefits from combining different tools, perspectives, expertise, and experiences. Research designs that combine approaches are gaining in popularity. Carrying out research in interdisciplinary teams, however, is a challenging, high-investment activity. Unawareness of and reflecting on conflicting ways of…

"Educational Explanations" is a comprehensive study of the main philosophical questions that confront empirical educational researchers. The book outlines the sense in which empirical educational research pursues truth and sets out and defends an account of its task as the offering of explanations for the many educational problems that…

Background: Meta-analysis refers to the statistical methods employed to combine results of several empirical studies in a topic of interest (Hedges & Olkin, 1985). Meta-analysis is often included in literature review studies to quantitatively analyze data from a collection of studies (Valentine et al., 2010). The statistical power of a…

Despite demographic changes which indicate larger numbers of racial and ethnic minorities make up most of American society, library and information science (LIS) research remains focused on majority groups. This work proposes ways in which researchers and LIS educators can incorporate more diversity, equity, and inclusion (DEI) into their…

Once research questions are posed, researchers must answer many a priori questions regarding research design before analysis can be performed and any conclusions can be made, including sample selection criteria, data collection method, model specification, analysis and estimation technique. The choices made by researchers along this forking path…

The purpose of this article is to describe scholarly research to the degree that when something labeled "research" is encountered in daily life, the reader will be equipped to discern its credibility. Specifically, the article addresses the following questions: (1) What exactly is "research"?; (2) What distinguishes scholarly…

Methodologist. Methodologist. Methodologist. Methodologist. Saying a word enough times in rapid-fire succession can make it lose its meaning. Your focus shifts from understanding of the word and its multiple signifiers, to the sounds you make when you say it, the movement of your lips and the shape of your mouth, the touch of your tongue on your…

Replication is a key activity in scientific endeavors. Yet explicit replications are rare in many fields, including education and psychology. In this article, we discuss the relevance and value of replication in educational psychology and analyze challenges regarding the role replications can and should play in research. These challenges include…

This article analyses and discusses dilemmas, ambivalences and problematic issues related to research ethics. This is done firstly by making a distinction between procedural research ethics and particularistic research ethics. Such a distinction reflects a theoretical construction and generalization. In practice, there can be a very close…

The Standards of Care for Research in Group Work were developed in partnership between the Association for Assessment in Research in Counseling (AARC) and the Association for Specialists in Group Work (ASGW). The purpose of these standards is to highlight empirically validated and literature-supported practices for conducting research in group…

In this article, we present some core ideas underpinning research that takes a Designs for Learning (DFL) approach guided by theoretical considerations and choices, as well as by practitioners' challenges and inquiries. These choices shape, and are shaped by, DFL's research goals and motives, theoretical orientation, research objectives,…