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Arshad I. Ali; Rachel L. Talbert – Anthropology & Education Quarterly, 2024
This paper explores research in the always already colonized spaces of academia with people in what is now the United States. In research projects, Wilson (2008) reminds us to begin with community relationships. Through ethnographic work, we trouble the idea of beginning research via local powerbrokers, who may privilege particular narratives and…
Descriptors: Accountability, Social Science Research, Power Structure, Ethnography
Jonas Gejl Kaas; Mathilde Cecchini; Derek Beach – Sociological Methods & Research, 2025
The promise of process tracing methods is that they can help us better understand how things work in real-world cases. Despite the many advances in the past two decades, we contend that existing accounts result in either under-socialised accounts in which the moves made by actors are studied while neglecting the social dimension of action, or…
Descriptors: Qualitative Research, Research Methodology, Social Science Research, Sociology
Katie Young; Kath Browne – International Journal of Social Research Methodology, 2025
This article considers the multiple relations that emerge from and between Facebook commenters, as well as between commenters, researchers, and the research project during recruitment. To do so, we draw on our experiences of recruiting individuals who have concerns about or are opposed to a range of recent social and legal changes in…
Descriptors: Social Media, Research Methodology, Data Collection, Recruitment
Austin C. Kozlowski; James Evans – Sociological Methods & Research, 2025
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…
Descriptors: Artificial Intelligence, Social Science Research, Computer Simulation, Research Methodology

Ken Frank; Guan Saw; Qinyun Lin; Ran Xu; Joshua Rosenberg; Spiro Maroulis; Bret Staudt Willet – Grantee Submission, 2025
This is a practical guide for applying the Impact Threshold for a Confounding Variable and the Robustness of Inference to Replacement using the konfound packages in Stata and R as well as the R-shiny app. It includes motivation worked examples, and tutorials.
Descriptors: Robustness (Statistics), Statistical Inference, Programming Languages, Computer Software
Aipara Berekeyeva; Elaine Sharplin; Matthew Courtney; Roza Sagitova – Research Ethics, 2024
Central Asian researchers are underrepresented in the global research production in social sciences, resulting in a limited Central Asian perspective on many social issues. To stimulate the production of local knowledge, it is important to develop strong research cultures, including knowledge of ethical practices in research with human…
Descriptors: Ethics, Research Methodology, Social Science Research, Foreign Countries
Elizabeth S. Peterson; Joseph A. Taylor – Educational Research and Reviews, 2025
The methodological controversy surrounding ordinal outcome data has posed a distinct challenge to the conceptualization, design, and conduct of research in the social and behavioral sciences for more than 75 years. Accordingly, this study sought to supply a comprehensive and multidisciplinary perspective of the debate and in so doing lay the…
Descriptors: Research Problems, Educational Research, Social Science Research, Research Methodology
Anna-Carolina Haensch; Jonathan Bartlett; Bernd Weiß – Sociological Methods & Research, 2024
Discrete-time survival analysis (DTSA) models are a popular way of modeling events in the social sciences. However, the analysis of discrete-time survival data is challenged by missing data in one or more covariates. Negative consequences of missing covariate data include efficiency losses and possible bias. A popular approach to circumventing…
Descriptors: Research Methodology, Research Problems, Social Science Research, Statistical Analysis
Judith Logan; Jenaya Webb; Nalini K. Singh; Nailisa Tanner; Kathryn Barrett; Margaret Wall; Benjamin Walsh; Ana Patricia Ayala – Research Synthesis Methods, 2024
A thorough literature search is a key feature of scoping reviews. We investigated the search practices used by social science researchers as reported in their scoping reviews. We collected scoping reviews published between 2015 and 2021 from Social Science Citation Index. In the 2484 included studies, we observed a 58% average annual increase in…
Descriptors: Social Science Research, Citation Analysis, Databases, Bibliographies
Alexander B. Pratt – Educational Theory, 2024
The recent shift in social science research toward philosophies of the more-than-human has pushed many scholars to question their understanding of units of analysis and agency. While many engage with agencies of the material, few have attempted to address what might be called the agency of ideas. Here, Alexander Pratt argues that engaging with the…
Descriptors: Philosophy, Qualitative Research, Social Science Research, Research Methodology
Renata Nowakowska-Siuta – International Perspectives on Education and Society, 2024
Comparative analyses in education science have traditionally focused on the category of geographic location as the comparative unit. However, comparison may involve many other units of analysis, such as culture, politics, curricula, education systems, social phenomena, and other categories of the lives of societies. Still, categories are…
Descriptors: Comparative Analysis, Educational Research, Research Methodology, Geographic Location
Jewitt, Carey; Barker, Ned; Golmohammadi, Lili – International Journal of Social Research Methodology, 2023
This paper argues that methodological uncertainty, such as that experienced by the social research community through the COVID-19 pandemic (2020-2022) is, and has always been, a vital part of the research landscape. Whilst recognising the many damaging effects of the uncertainties of the pandemic on research and researchers, we home in on the…
Descriptors: Research Methodology, Social Science Research, Ambiguity (Context), COVID-19
Mariusz Kwiatkowski – European Journal of Education, 2025
The article refers to the problem of stigmatisation, generally understood as discrediting dignity and refusing to respect individuals and groups due to their attributes, such as appearance, race, nationality, gender, age, social status, sexual orientation or religion. The article aims to determine the extent to which the use of mobile methods in…
Descriptors: Social Bias, Intervention, Human Dignity, Prevention
Rachel Thomson; Ester McGeeney – Health Education Journal, 2025
Purpose: In this paper, we outline a method for working with the long past materials of social research to forge a method for engaging and co-producing knowledge with new audiences in the present. Findings: Situated in a conceptual landscape of queer theory and feminist archive activism, through this paper we share what happened when a 30-year-old…
Descriptors: Feminism, Females, Research Methodology, Social Science Research
Minghui Yao; Yunjie Xu – Sociological Methods & Research, 2024
As a crucial method in organizational and social behavior research, self-report surveys must manage method bias. Method biases are distorted scores in survey response, distorted variance in variables, and distorted relational estimates between variables caused by method designs. Studies on method bias have focused on "post hoc"…
Descriptors: Statistical Bias, Social Science Research, Questionnaires, Test Bias