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Jeff Coon; Paulina N. Silva; Alexander Etz; Barbara W. Sarnecka – Journal of Cognition and Development, 2025
Bayesian methods offer many advantages when applied to psychological research, yet they may seem esoteric to researchers who are accustomed to traditional methods. This paper aims to lower the barrier of entry for developmental psychologists who are interested in using Bayesian methods. We provide worked examples of how to analyze common study…
Descriptors: Developmental Psychology, Bayesian Statistics, Research Methodology, Psychological Studies
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Rebeckah K. Fussell; Emily M. Stump; N. G. Holmes – Physical Review Physics Education Research, 2024
Physics education researchers are interested in using the tools of machine learning and natural language processing to make quantitative claims from natural language and text data, such as open-ended responses to survey questions. The aspiration is that this form of machine coding may be more efficient and consistent than human coding, allowing…
Descriptors: Physics, Educational Researchers, Artificial Intelligence, Natural Language Processing
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Danielle R. Blazek; Jason T. Siegel – International Journal of Social Research Methodology, 2024
Social scientists have long agreed that satisficing behavior increases error and reduces the validity of survey data. There have been numerous reviews on detecting satisficing behavior, but preventing this behavior has received less attention. The current narrative review provides empirically supported guidance on preventing satisficing by…
Descriptors: Response Style (Tests), Responses, Reaction Time, Test Interpretation
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Rachel Baker; Eric Bettinger; Madison Dell; Gus Gluek; Kaylee Matheny; Hidahis Mesa; Alex Monday – Society for Research on Educational Effectiveness, 2024
Background: Condensed courses, as opposed to semester-long courses, are an increasingly popular strategy to improve equity in higher education. With condensed courses, students focus on a smaller number of courses during seven- to ten-week terms (Gullatt, 2006; Zepeda & Mayers, 2006). Historically marginalized students may benefit because the…
Descriptors: Community Colleges, Community College Students, College Faculty, Minicourses