Publications

Journal article

Small N, high stakes: Simulating adverse impact with Bayesian logistic regression analysis and permutation tests

in press

Rowles P. J., Courey K. A., Oswald F. L., & Martín-Raugh M. P. (in press). Small N, high stakes: Simulating adverse impact with Bayesian logistic regression analysis and permutation tests. Organizational Research Methods.

• Adverse impact
• Bayesian methods
• Personnel selection

Journal article

Integrating topic modeling and LLM prompt engineering into a human-driven approach to analyze interview transcripts

Ober T. M., Courey K. A., & Flor M. (2026). Integrating topic modeling and LLM prompt engineering into a human-driven approach to analyze interview transcripts. Journal of Educational Data Mining, 18, 1, 156-179. https://doi.org/10.5281/zenodo.18733521

• Assessment
• AI

Journal article

A qualitative analysis of personnel selection and legal experts’ perspectives on adverse impact measures

Courey K. A., & Oswald F. L. (2025). A qualitative analysis of personnel selection and legal experts’ perspectives on adverse impact measures. Journal of Business and Psychology. https://doi.org/10.1007/s10869-025-10044-5

• Adverse impact
• Personnel selection

Journal article

Evaluating the adverse impact ratio and its associated uncertainty: A Bayesian approach

Courey K. A., & Oswald F. L. (2025). Evaluating the adverse impact ratio and its associated uncertainty: A Bayesian approach. Psychology, Public Policy, and Law, 31, 2, 134-146. https://doi.org/10.1037/law0000451

• Adverse impact
• Bayesian methods

Journal article

Dealing with small samples disability research: Do not fret, Bayesian analysis is here

Courey K. A., Wu F. Y., Oswald F. L., & Pedroza C. (2024). Dealing with small samples disability research: Do not fret, Bayesian analysis is here. Journal of Rehabilitation Psychology, 69, (4), 335–346. https://doi.org/10.1037/rep0000579

• Bayesian methods

Journal article

Clearer analysis, interpretation, and communication in organizational research: A Bayesian guide

Courey K. A., Oswald F. L., & Culpepper S. A. (2024). Clearer analysis, interpretation, and communication in organizational research: A Bayesian guide. Practical Assessment, Research, and Evaluation, 29, (1), Article 1. https://doi.org/10.7275/pare.1975

• Bayesian methods
• Assessment

Journal article

Communicating Adverse Impact Analyses Clearly: A Bayesian Approach

Courey K. A., & Oswald F. L. (2022). Communicating Adverse Impact Analyses Clearly: A Bayesian Approach. Journal of Business and Psychology, 39, 137-157. https://doi.org/10.1007/s10869-022-09862-8

• Adverse impact
• Bayesian methods
• Personnel selection

Journal article

A model-based examination of scale effects in student evaluations of teaching

Courey K. A., & Lee M. D. (2021). A model-based examination of scale effects in student evaluations of teaching. Aera Open, 7. https://doi.org/10.1177/23328584211040083

• Bayesian methods
• Teaching

Journal article

Modeling optimal stopping in changing environments: A case study in mate selection

Lee M. D., Courey K. A. (2020). Modeling optimal stopping in changing environments: A case study in mate selection. Computational Brain & Behavior, 4, (1), 1-17. https://doi.org/10.1007/s42113-020-00085-9

• Decision-making