[08/26/2024] Reading List (Recommended by Bo)

Hickman, L., Bosch, N., Ng, V., Saef, R., Tay, L., & Woo, S. E. (2022). Automated video interview personality assessments: Reliability, validity, and generalizability investigations. Journal of Applied Psychology, 107(8), 1323.

Tay, L., Woo, S. E., Hickman, L., Booth, B. M., & D’Mello, S. (2022). A conceptual framework for investigating and mitigating machine-learning measurement bias (MLMB) in psychological assessment. Advances in Methods and Practices in Psychological Science, 5(1), 25152459211061337.

Hickman, L., Tay, L., & Woo, S. E. (2024). Are Automated Video Interviews Smart Enough? Behavioral Modes, Reliability, Validity, and Bias of Machine Learning Cognitive Ability Assessments.

Hickman, L., Liff, J., Rottman, C., & Calderwood, C. (2024). The Effects of the Training Sample Size, Ground Truth Reliability, and NLP Method on Language-Based Automatic Interview Scores’ Psychometric Properties. Organizational Research Methods, 10944281241264027.

Liff, J., Mondragon, N., Gardner, C., Hartwell, C. J., & Bradshaw, A. (2024). Psychometric properties of automated video interview competency assessments. Journal of Applied Psychology.

Koutsoumpis, A., Ghassemi, S., Oostrom, J. K., Holtrop, D., Van Breda, W., Zhang, T., & de Vries, R. E. (2024). Beyond traditional interviews: Psychometric analysis of asynchronous video interviews for personality and interview performance evaluation using machine learning. Computers in Human Behavior, 154, 108128.

Fan, J., Sun, T., Liu, J., Zhao, T., Zhang, B., Chen, Z., ... & Hack, E. (2023). How well can an AI chatbot infer personality? Examining psychometric properties of machine-inferred personality scores. Journal of Applied Psychology, 108(8), 1277.