Distances derived from word embeddings can measure a range of gradational relations--similarity, hierarchy, entailment, and stereotype--and can be used at the document- and author-level in ways that overcome some of the limitations of weighted dictionary methods. We provide a comprehensive introduction to using word embeddings for relation…

Large language models (LLMs), through their exposure to massive collections of online text, learn to reproduce the perspectives and linguistic styles of diverse social and cultural groups. This capability suggests a powerful social scientific application--the simulation of empirically realistic, culturally situated human subjects. Synthesizing…

Although there is growing social science research examining how generative AI models can be effectively and systematically applied to text-based tasks, whether and how these models can be used to analyze images remain open questions. In this article, we introduce a framework for analyzing images with generative multimodal models, which consists of…

While conflict event data sets are increasingly used in contemporary conflict research, important concerns persist regarding the quality of the collected data. Such concerns are not necessarily new. Yet, because the methodological debate and evidence on potential errors remains scattered across different subdisciplines of social sciences, there is…

The historical turn in social science has prompted scholars to engage with the work of historians on a large scale. Here, social scientists face two standard problems of selection bias: confirmation bias and convenience sampling. So far, the record of dealing with these problems has been poor, and little has been done to specify how social…

Social science datasets usually have missing cases, and missing values. All such missing data has the potential to bias future research findings. However, many research reports ignore the issue of missing data, only consider some aspects of it, or do not report how it is handled. This paper rehearses the damage caused by missing data. The paper…

This article is developed from the contents from one of the chapters the researcher has written as part of her PhD thesis. It discusses various methodological challenges the researcher had to face during the phase of data collection in the prisons of Kerala, India, and the strategies adopted to overcome these challenges. This article is intended…

This article offers a three-part explanation as to why US anthropology has largely avoided engagement with critical race studies. First, almost 85% of US anthropologists are white and thus bring colorblind sensibilities to their profession, given the culture in which they live and/or were raised. Second, this penchant is compounded by their…

Although the Stanford Prison Experiment (SPE) has been challenged on methodological, theoretical, and ethical grounds, these criticisms have been largely ignored by teachers and textbook authors. Recent revelations arising from an analysis of the SPE archival materials, however, not only strongly support these past criticisms but also question the…

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 article reflects on methodological and ethical issues that have shaped a collaborative project which aims to chart social, legal and political responses to child sexual abuse in England and Wales across the twentieth century. The etymological problem of searching for child sexual abuse in the historical archive is discussed, given that the…

Using administrative sources in the history of education and childhood involves a range of methodological and ethical considerations. This article discusses these problems, as well as the role of archives and archival policies in preserving history and shaping our understanding of past childhoods. Using Finnish child welfare archives from the…

This paper represents a reflective account of a recent Cambridge University graduate, who critically assesses her successes and struggles in establishing herself as a social science researcher in Western academia. Reflecting on her various (sometimes conflicting and sometimes, in a paradoxical way, complementary) identities, the author explains…

This article has three primary goals centring on a re-examination of the research frameworks we use for understanding the politics of social movements. First, I detail the ideological and methodological deficiencies of the old social movement/new social movement framework. Second, I highlight the positive contributions of research that favoured or…

In this article I discuss my growing worry over the use (and nonuse) of photographs of young children in social research. Taking a view of child protection as paramount, I situate the discussion in the context of ethical governance of research, young children as research participants, changing views of childhoods, and the juxtaposition of the Arts…