Big data and data science — Publications

Automatic scoring of speeded interpersonal assessment center exercises via machine learning: Initial psychometric evidence and practical guidelines

Hickman, L., Herde, C. N., Lievens, F., & Tay, L. (2023). International Journal of Selection and Assessment. https://doi.org/10.1111/ijsa.12418

A Meta-Analysis of Religion/Spirituality and Life Satisfaction

Yaden, D. B., Batz-Barbarich, C. L., Ng, V., Vaziri, H., Gladstone, J. N., Pawelski, J. O., & Tay, L. (2022). Journal of Happiness Studies, 1-17. https://doi.org/10.1007/s10902-022-00558-7

* All, 2022Louis TayDecember 6, 2022Well-being, Big data and data science

Head versus heart: social media reveals differential language of loneliness from depression

Liu, T., Ungar, L. H., Curtis, B., Sherman, G., Yadeta, K., Tay, L. Eichstaedt, J.C. & Guntuku, S. C. (2022). npj Mental Health Research, 1(1), 1-8. https://doi.org/10.1038/s44184-022-00014-7

* All, 2022Louis TayDecember 6, 2022Well-being, Big data and data science

Using Social Media to Assess Expressions of Gratitude to God: Issues for Consideration

Tay, L., Thapa, S., Newman, D. B., & Choudhury, M. D. (2022). Religions, 13(9),. https://doi.org/10.3390/rel13090778

* All, 2021Louis TaySeptember 16, 2022Well-being, Big data and data science

A Conceptual Framework for Investigating and Mitigating Machine-Learning Measurement Bias (MLMB) in Psychological Assessment

Tay, L., Woo, S. E., Hickman, L., Booth, B. M., & D’Mello, S. (2022). Advances in Methods and Practices in Psychological Science, 5(1), 76-87. https://doi.org/10.1177/2515245921106133

* All, 2021Louis TaySeptember 16, 2022Well-being, Big data and data science, Measurement and methodology

Developing and evaluating language-based machine learning algorithms for inferring applicant personality in video interviews

Hickman, L., Saef, R., Ng, V., Woo, S. E., Tay, L., & Bosch, N. (2021). Human Resource Management Journal. Advance online publication. https://doi.org/10.1111/1748-8583.12356

Automated Video Interview Personality Assessments: Reliability, Validity, and Generalizability Investigations

Hickman, L., Bosch, N., Ng, V., Saef, R., Tay, L., & Woo, S. E. (2021). Journal of Applied Psychology. https://doi.org/10.1037/apl0000695

A Social Media Study on Demographic Differences in Perceived Job Satisfaction

Saha, K., Yousuf, A., Hickman, L., Gupta, P., Tay, L., & De Choudhury, M. (2021). Proceedings of the ACM on Human-Computer Interaction, 5(CSCW1), 1-29. https://doi.org/10.1145/3449241

* All, 2021ScienceSitesMay 14, 2021Well-being, Big data and data science

The Manipulation of Affect: A Meta-Analysis of Affect Induction Procedures

Joseph, D., Chan, M.Y., Heintzelman, S., Tay, L., Diener, E., & Scotney, V. (2020). Psychological Bulletin. Advanced online publication. doi: 10.1037/bul0000224

2020, * AllScienceSitesOctober 4, 2020Well-being, Big data and data science

A Multisensor Person-Centered Approach to Understand the Role of Daily Activities in Job Performance with Organizational Personas

Swain, V. D., Saha, K., Rajvanshy, H., Sirigiri, A., Gregg, J. M., Lin, S., ... & Nepal, S. (2019). Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 3(4), 130.

* All, 2019ScienceSitesOctober 4, 2020Big data and data science

Studying Cultural Differences in Emoji Usage on Twitter and Weibo

Guntuki, S.C., Li, M., Tay, L., & Ungar, L. (2019). International AAAI Conference on Web and Social Media (ICWSM), 13, 226-235.

* All, 2019ScienceSitesOctober 4, 2020Big data and data science

Off-the-Shelf Language Based Personality Assessment: Investigation of Convergent and Discriminant Validity in Video Interviews

Hickman, L., Tay, L., & Woo, S.E. (2019). Personnel Assessment and Decisions, 5, 3.

2019, * AllScienceSitesOctober 4, 2020Big data and data science

Big Data Visualizations in Organizational Science

Tay, L., Ng, V. Malik, A., Zhang, J., Chae, J. & Ebert, D., Ding, Y., & Kern, P. (2018). Organizational Research Methods, 21, 660-688.

2018, * AllScienceSitesOctober 4, 2020Big data and data science

Video Capture of Social Behaviors: Toward a Big Data Approach

Tay, L., Jebb, A., & Woo, S.E. (2017). Current Opinion in Behavioral Sciences, 18, 17-22.

2017, * AllScienceSitesOctober 4, 2020Big data and data science

Graphical Descriptives: A Way to Improve Data Transparency and Methodological Rigor in Psychology

Tay, L., Parrigon, S., Huang, Q., & LeBreton, J.M., (2016). Perspectives on Psychological Science, 11, 692-701.

2016, * AllScienceSitesOctober 4, 2020Big data and data science

Publications

Well-Being and Measurement Lab