Purpose: The growing public interest in vocational education and training (VET), most recently since the economic crisis of 2007/2008, has led to an exponential increase in articles with a vocational focus, underscoring the need for review studies for the purposes of systematic knowledge aggregation, clarification and interpretation. We assume…

The recent article by Nieuwoudt, Dickie, Coetsee, Engelbrecht and Terblanche (2019) entitled "Age- and education-related effects on cognitive functioning in Colored South African women" published in the journal Aging, Neuropsychology, and Cognition, attracted considerable negative attention, leading to its official withdrawal from…

This essay responds to an article, 'Variation in university research ethics review', published in this issue. It argues that the authors of that paper do not fully distinguish the usual function of university research ethics committees (RECs) from that of a gatekeeper. The latter term more accurately describes the task they happen to have asked…

Prejudice and bias are described as an embarrassing phenomenon of research work in social sciences. They concern both quantitative and qualitative research. Authors working in both antagonistic paradigms such as positivist, post-positivist and constructivism, interpretivism generally point to the main patterns showing the aspects of bias. They…

This article contributes to a growing literature that takes a more nuanced approach to exploring the complexities of relationships and negotiations with gatekeepers. Using our study of young people living with a parent at the end of life as a 'critical case' of sensitive qualitative research, we discuss how far from being a smooth, linear process,…

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.…

Audio- and video-recordings are increasingly popular data sources in contemporary qualitative research, making discussions about methodological implications of such recordings timelier than ever. This article goes beyond discussing practical issues and issues of "camera effect" and reactivity to identify three major challenges of using…

While the methods used to study 'elites' are of particular relevance in policy research, to date there has been little examination of the particular challenges associated with 'elite' interviewing in this field. More specifically, the issues associated with interviewing 'elites' while conducting qualitative research in a contested policy domain,…

Recently, Stephen Gorard has outlined strong objections to the use of significance testing in social research. He has argued, first, that as the samples used in social research are almost always non-random it is not possible to use inferential statistical techniques and, second, that even if a truly random sample were achieved, the logic behind…

Mobile technologies, specifically smartphones, offer social scientists a potentially powerful approach to examine the social world. They enable researchers to collect information that was previously unobservable or difficult to measure, expanding the realm of empirical investigation. For research that concerns resource-poor and hard-to-reach…

Ragin's Qualitative Comparative Analysis (QCA) is often used with small to medium samples where the researcher has good case knowledge. Employing it to analyse large survey datasets, without in-depth case knowledge, raises new challenges. We present ways of addressing these challenges. We first report a single QCA result from a configurational…

Data in the social sciences often do not conform to what a researcher would like in order to have an unproblematic analysis using some form of linear regression. Especially, when data reflect counts, a number of potential problems arise. This case study discusses challenges that occurred when applying the models and examines the results. Finally,…

Agent-based modeling has become increasingly popular in recent years, but there is still no codified set of recommendations or practices for how to use these models within a program of empirical research. This article provides ideas and practical guidelines drawn from sociology, biology, computer science, epidemiology, and statistics. We first…

Multivariate analysis of variance (MANOVA) is widely used in educational research to compare means on multiple dependent variables across groups. Researchers faced with the problem of missing data often use multiple imputation of values in place of the missing observations. This study compares the performance of 2 methods for combining p values in…

In educational research that calls itself empirical, the relationship between validity and reliability is that of trade-off: the stronger the bases for validity, the weaker the bases for reliability (and vice versa). Validity and reliability are widely regarded as basic criteria for evaluating research; however, there are ethical implications of…