Consistency in the title, problem, purpose, and research question improve the logic and transparency of research. When these components of research are aligned research design and planning are more coherent and research reports are more readable. This article reviews the process for checking for and improving consistency. Numerous examples of…

Research is an important aspect of academic institutions as it brings funding, reputation, and other benefits to the associated establishment. Research misconduct in the form of plagiarism, fabrication, and falsification can occur in association with research, along with subsequent penalties. The problem of the poorly established prevalence of the…

Although methodological discussions abound in qualitative research, little time is devoted to access, arguably one of the most important methodological components of social research. Access has often been treated as a side issue by scholarly sources, receiving only cursory attention, generally in a way that reduces it to a mere strategy and severs…

Debate is occurring about which result interpretation aides focused on examining the experimental effect should be used in single-subject experimental research. In this study, we examined seven nonoverlap methods and compared results using each method to judgments of two visual analysts. The data sources for the present study were 36 studies…

Nearly all quantitative analyses in higher education draw from incomplete datasets-a common problem with no universal solution. In the first part of this paper, we explain why missing data matter and outline the advantages and disadvantages of six common methods for handling missing data. Next, we analyze real-world data from 5,905 students across…

In 2007, I embarked on a PhD study to explore diverse students' experiences, representations and understandings of personal development and personal development planning at one British university. The timing of this project was critical because universities were charged with a responsibility to provide opportunities for students to engage with…

This commentary reflects on the contributions to learning analytics and theory by a paper that describes how multiple theoretical frameworks were woven together to inform the creation of a new, automated discourse analysis tool. The commentary highlights the contributions of the original paper, provides some alternative approaches, and touches on…

Drawing on a larger study on "Gender practices and violence between peers: the stakes of mixed-sex education", this paper examines the methodological challenges specific to carrying out ethnography in an elite high school. The researcher's subjective experience in the field reveals the power dynamics at play in the elite setting. We also…

I have written before about the importance of applied behavior analysis to basic researchers. That relationship is, however, reciprocal; it is also critical for practitioners to understand and even to participate in basic research. Although applied problems are rarely the same as those investigated in the laboratory, practitioners who understand…

In his opening statements, Humphry takes a critical attitude with respect to psychometric modeling. As he advances and discusses Michell's well-known criticisms, the reader is certain that this paper must have something on offer that deviates considerably from conventional psychometrics. After all "most psychometricians have either explicitly or…

Science inevitably involves ethical discussions about how research should be implemented. However such discussions often neglect the potential unethical treatment of a third party: the research assistant. Extensive anecdotal evidence suggests that research assistants can experience unique physical, psychological, and social risks when implementing…

In this article, the authors review International Large-Scale Assessment (ILSA)-based research over the last several decades, with specific attention on cross-national analysis of mean differences between and variation within countries in mathematics education. They discuss the role of sampling design and "opportunity to learn" (OTL)…

Research shows the importance of methodological issues in the study of young Russians during the current economic slump. A critical analysis of the indicators of the social and economic situation of young people in Russia shows the need to include the concept of lifestyle and its influence of the choices made by young people and their parents.

Models, created using different modeling techniques, usually serve different purposes and provide unique insights. While each modeling technique might be capable of answering specific questions, complex problems require multiple models interoperating to complement/supplement each other; we call this Multi-Modeling. To address the syntactic and…

The performance of information retrieval systems varies significantly by test topics. Even for those systems that have performed well on average, the results for some difficult topics are still poor. Previous studies have revealed that different optimization techniques should be used for those difficult topics. However, a prerequisite of the…