Multilevel Measurement and Analysis
(current and former student co-authors noted in bold text)
- Wittmer, J., & LeBreton, J. (2021). Interrater agreement and interrater reliability: implications for multilevel research. In Oxford Research Encyclopedia of Business and Management. Oxford University Press. doi: https://doi.org/10.1093/acrefore/9780190224851.013.222
- Humphrey, S. E., & LeBreton, J. M. (Eds.) (2019). The handbook for multilevel theory, measurement, and analysis. Washington, D. C.: American Psychological Association.
- Krasikova, D., & LeBreton, J. M. (2019). Multilevel measurement: Agreement, reliability, and non-independence. In S. E. Humphrey & J. M. LeBreton (Eds.), Handbook of multilevel theory, measurement, and analysis (pp. 279-304). Washington, D.C.: American Psychological Association.
- Shiverdecker, L. K. & LeBreton, J. M. (2019). A primer on multilevel (random coefficient) regression modeling. In S. E. Humphrey & J. M. LeBreton (Eds.), Handbook of multilevel theory, measurement, and analysis (p. 389-422). Washington, D.C.: American Psychological Association.
- LeBreton, J. M., Scherer, K. T. & James, L. R. (2014). Corrections for criterion unreliability in validity generalization: A false prophet in a land of suspended judgment. Industrial and Organizational Psychology: Perspectives on Science and Practice, 7, 478-500.
- Krasikova, D., & LeBreton, J. M (2012). Just the two of us: Misalignment of theory and methods in examining dyadic phenomena. Journal of Applied Psychology, 97, 739-757.
- LeBreton, J. M., & Senter, J. L. (2008). Answers to twenty questions about interrater reliability and interrater agreement. Organizational Research Methods, 11, 815-852.
- LeBreton, J. M., James, L. R., & Lindell, M. K. (2005). Recent issues regarding rWG, r*WG, rWG(J), and r*WG(J). Organizational Research Methods, 8, 128-139.
- LeBreton, J. M., Burgess, J. R. D., Kaiser, R. B., Atchley, E. K. P., & James, L. R. (2003). The restriction of variance hypothesis and interrater reliability and agreement: Are ratings from multiple sources really dissimilar? Organizational Research Methods, 6, 80-128.
Relative Importance Analysis
(current and former student co-authors noted in bold text)
- Tonidandel, S., & LeBreton, J. M. (2015). RWA-Web: A free, comprehensive, web-based, and user-friendly tool for relative weight analyses. Journal of Business and Psychology, 30, 207-216.
- LeBreton, J. M., Tonidandel, S., & Krasikova, D. (2013). Residualized relative importance analysis: A technique for the comprehensive decomposition of variance in higher-order regression models. Organizational Research Methods, 16, 449-473.
- Dalal, R. S., Baysinger, M., Brummel, B. J., & LeBreton, J. M. (2012). The relative importance of employee engagement, other job attitudes, and trait affect as predictors of job performance. Journal of Applied Social Psychology, 42, E295-E325.
- Krasikova, D., LeBreton, J. M., & Tonidandel, S. (2011). Estimating the relative importance of variables in multiple regression models. In G. P. Hodgkinson & J.K. Ford (Eds.), International review of industrial and organizational psychology, Vol 26 (pp. 119-141). Indianapolis, IN: Wiley.
- Tonidandel, S., & LeBreton, J. M. (2011). Relative importance analysis – A useful supplement to regression analyses. Journal of Business and Psychology, 26, 1-9.
- Tonidandel, S., & LeBreton, J. M. (2013). Beyond step down analysis: A new test for decomposing the importance of dependent variables in MANOVA. Journal of Applied Psychology, 98, 469-477.
- Tonidandel, S., LeBreton, J. M., Johnson, J. W. (2009). Statistical significance tests for relative weights. Psychological Methods, 14, 387-399.
- Tonidandel, S., & LeBreton, J. M. (2010). Determining the relative importance of predictors in logistic regression: An extension of relative weights analysis. Organizational Research Methods, 13, 767-781.
- LeBreton, J. M., Hargis, M. B., Griepentrog, B., Oswald, F. L., & Ployhart, R. E. (2007). A multidimensional approach for evaluating variables in organizational research and practice. Personnel Psychology, 60, 475-498.
- LeBreton, J. M, Tonidandel, S. (2008). Multivariate relative importance: Extending relative weight analysis to multivariate criterion spaces. Journal of Applied Psychology, 93, 329-345.
- Johnson, J. & LeBreton, J. M. (2004). History and use of relative importance indices in organizational research. Organizational Research Methods, 7, 238-257.
- LeBreton, J. M., Binning, J. F., Adorno, A. J., & Melcher, K. M. (2004). Importance of personality and job-specific affect for predicting job attitudes and withdrawal behavior. Organizational Research Methods, 7, 300-325.
- LeBreton, J. M., Ployhart, R. E., & Ladd, R. T. (2004). A Monte Carlo comparison of relative importance methodologies. Organizational Research Methods, 7, 258-282.
Other Papers on Measurement & Statistical Topics
(current and former student co-authors noted in bold text)
- Woo, S. E., LeBreton, J. M., Keith, M., & Tay, L. (in press). Bias, fairness, and validity in graduate admissions: A psychometric perspective. Perspectives on Psychological Science.
- Van Iddekinge, C. H., Aguinis, H., LeBreton, J. M., Mackey, J. D., & DeOrtentiis, P. S. (2021). Assessing and interpreting interaction effects: A reply to Vancouver, Carlson, Dhanani, and Colton (2021). Journal of Applied Psychology, 106(3), 476-488.
- Yuan, Z.,Morgeson, F. P., & LeBreton, J. M. (2020). Maybe not so independent after all: Exploring meta-analytic assumptions about the relationship between situational moderators and criterion reliability. Personnel Psychology, 73, 491-516.
- DeSimone, J. A. & LeBreton, J. M. (2018). Attenuation, Correction for. In B. B. Frey (Ed.), The SAGE encyclopedia of educational research, measurement and evaluation(pp. 138-139). Thousand Oaks, CA: Sage.
- LeBreton, J. M., Schoen, J. B., & James, L. R. (2017). Situational specificity, validity generalization, and the future of psychometric meta-analysis. In J. L. Farr & N. T. Tippins (Eds.), Handbook of employee selection (2nd ed.). New York: Routledge.
- Tay, L., Parrigon, S., Huang, Q., & LeBreton, J. M. (2016). Graphical descriptives: A way to improve data transparency and methodological rigor in psychology. Perspectives on Psychological Science, 11, 692-701.
- Tonidandel, S., Williams, E. B., & LeBreton, J. M. (2015). Size matters…just not in the way that you think: Myths surrounding sample size requirements for statistical analyses. In C. E. Lance & R. J. Vandenberg (Eds.), Statistical and methodological myths and urban legends (Vol. 2): Doctrine, verity, and fable in the organizational and social sciences (pp. 162-183). New York: Routledge.
- Ondersma, S. J., Svikis, D. S., LeBreton, J. M., Streiner, D. L., Grekin, E. R., Lam, P. K., & Connors-Burge, V. (2012). Development and preliminary validation of an indirect screener for drug use in the perinatal period. Addiction, 107, 2099-2106
- Grekin, E. R., Svikis, D. S., Lam, P., Connors, V., LeBreton, J. M., Streiner, D. L., Smith, C., & Ondersma, S. J. (2010). Drug use during pregnancy: Validating the Drug Abuse Screening Test against physiological measures. Psychology of Addictive Behaviors, 24, 719-723.
- Binning, J. F., & LeBreton, J. M. (2009). Coherent conceptualization is useful for many things, and understanding validity is one of them. Industrial and Organizational Psychology: Perspectives on Science and Practice, 2, 486-492.
- LeBreton, J. M., Wu, J., & Bing, M. N. (2009). The truth(s) on testing for mediation in the social and organizational sciences. In C. E. Lance & R. J. Vandenberg (Eds.), Statistical and methodological myths and urban legends: Doctrine, verity, and fable in the organizational and social sciences (pp. 109-144). New York: Routledge.
- Ondersma, S. J., Chaffin, M. J., Mullins, S. M., & LeBreton, J. M. (2005). A brief form of the child abuse potential inventory: Development and validation. Journal of Clinical Child and Adolescent Psychology, 34, 303-313.
- Binning, J.F., LeBreton, J.M., & Adorno, A.J. (2006). Person-environment fit and performance. In J.C. Thomas & D. Segal (Eds.), Comprehensive handbook of personality and psychopathology, Vol. I, Personality and everyday functioning (pp. 364-387). New York: John Wiley and Sons, Inc.