Articles

 

Carp, F., Carp, A. & Millsap, R.E. (1982). Equity and satisfaction among the elderly. International Journal of Aging and Human Development, 15(2), 151‑166

 

Meredith, W & Millsap, R.E. (1985). On component analysis. Psychometrika, 50(4), 495‑507

 

Haan, N., Millsap, R.E. & Hartka, E. (1986). As time goes by: Change and stability in personality over fifty years. Psychology and Aging, 1(3), 220‑232

 

Millsap, R.E. & Meredith, W. (1987). Structure in semantic memory: A probabilistic approach using a continuous response task. Psychometrika, 52(1), 19‑41

 

Millsap, R.E. & Meredith, W. (1988). Component analysis in cross‑ sectional and longitudinal data. Psychometrika, 53(1), 123‑134

 

Millsap, R.E. (1988). Tolerance intervals: Alternatives to credibility intervals in validity generalization research. Applied Psychological Measurement, 12(1), 27‑32

 

Millsap, R.E. (1988). Sampling variance in attenuated correlation coefficients: A monte carlo study. Journal of Applied Psychology, 73(2), 316‑319

 

Millsap, R.E. & Hartog, S.B. (1988). Alpha, beta, and gamma change in evaluation research: A structural equation approach. Journal of Applied Psychology, 73(3), 574‑584

 

Millsap, R. E. (1989). Sampling variance in the correlation coefficient under range restriction: A monte carlo study. Journal of Applied Psychology, 74(3), 456‑461

 

Everson, H., Millsap, R.E., & Browne, J. (1989). Cognitive interference or skills deficit: An empirical test of two competing theories of test anxiety. Anxiety Research, 1, 313‑325

 

Millsap, R.E., Zalkind, S.S., & Xenos, T. (1990). Quick‑reference tables to determine the significance of the difference between two correlation coefficients from two independent samples. Educational and Psychological Measurement, 50, 297‑307

 

Millsap, R.E. (1990). A cautionary note on the detection of method variance in multitrait‑multimethod data. Journal of Applied Psychology, 75, 350‑353

 

Everson, H., Millsap, R.E., & Rodriguez, C. M. (1991). Isolating gender differences in test anxiety: A confirmatory factor analysis of the Test Anxiety Inventory. Educational and Psychological Measurement, 51, 243‑ 251

 

Millsap, R.E. & Everson, H. (1991). Measurement model comparisons using latent means.  Multivariate Behavioral Research, 26, 479‑497

Millsap, R.E. & Meredith, W. (1991). Some mathematical relationships between three‑mode component analysis and stationary component analysis. Multivariate Behavioral Research, 26, 413‑419

 

Field, D. &  Millsap, R.E. (1991). Personality in advanced old age: Continuity or change?. Journal of Gerontology, 46, 299‑307

 

Meredith, W. & Millsap, R.E. (1992). On the misuse of manifest variables in the detection of measurement bias. Psychometrika, 57, 289-311

 

Millsap, R.E. (1992). Sufficient conditions for rotational uniqueness in the additive MTMM model. British Journal of Mathematical and Statistical Psychology, 45, 125-138

 

Millsap, R.E. & Meredith, W. (1992). Component analysis in multivariate aging research. Experimental Aging Research, 18, 203-212

 

Kopelman, R.E., Rovenpor, J.L., & Millsap, R.E. (1992). Rationale and construct validity evidence for the Job Search Behavior Index: Because intentions (and New Year's resolutions) often come to naught. Journal of Vocational Behavior, 40, 269-287

 

Millsap, R.E. & Meredith, W. (1992). Inferential conditions in the statistical detection of measurement bias. Applied Psychological Measurement, 16, 389-402

 

Smither, J.W., Reilly, R.R., Millsap, R.E., Pearlman, K. & Stoffey, R.W. (1993). Applicant reactions to selection procedures. Personnel Psychology, 46, 49-76.

 

Millsap, R.E. & Everson, H.T. (1993). Methodology review: Statistical approaches for assessing measurement bias. Applied Psychological Measurement, 17(4), 297-334.

 

Uttaro, T. & Millsap, R.E. (1994). Factors influencing the Mantel-Haenszel procedure in the detection of differential item functioning. Applied Psychological Measurement, 18(1), 15-25.

 

Vancouver, J.B., Millsap, R.E., & Peters, P.A. (1994). Multi-level analysis of organizational goal congruence. Journal of Applied Psychology, 79(5), 666-679.

 

Millsap, R.E. & Meredith, W. (1994). Statistical evidence in salary discrimination studies: Nonparametric inferential conditions. Multivariate Behavioral Research, 29(4), 339-364.

 

Smither, J.W., London, M., Vasilopoulos, N.L., Reilly, R.R., Millsap, R.E. & Salvemini, N. (1995). An examination of the effects of an upward feedback program over time. Personnel Psychology, 48(1), 1-34.

 

Millsap, R.E. (1995).  Measurement invariance, predictive invariance, and the duality paradox. Multivariate Behavioral Research, 30(4), 577-605.

Smither, J.W., Millsap, R.E., Stoffey, R.W., Reilly, R.R. & Pearlman, K. (1996). An experimental test of the influence of selection procedures on fairness perceptions, attitudes about the organization, and job pursuit intentions. Journal of Business and  Psychology, 10(3), 297-318.

 

Millsap, R.E. & Taylor, R. (1996). Latent variable models in the investigation of salary discrimination: Theory and practice.  Journal of Management, 22(4), 653-673.

 

Millsap, R.E. (1997). Invariance in measurement and prediction: Their relationship in the single-factor case. Psychological Methods 2(3), 248-260.

 

Millsap, R.E. (1997).  The investigation of Spearmans hypothesis and the failure to understand factor analysis. Cahiers de Psycholgie Cognitive/Current Psychology of Cognition, 16, 748-755.

 

Camara, W.J. & Millsap, R.E. (1998). Using the PSAT/NMSQT and course grades in predicting success in the Advanced Placement Program.  College Board Report No. 98-4, New York: College Entrance Examination Board.

 

Millsap, R.E. (1998). Group differences in regression intercepts: Implications for factorial invariance.  Multivariate Behavioral Research, 33, 403-424.

 

Warech, M.A., Smither, J.W., Reilly, R.R., Millsap, R.E., & Reilly, S. P. (1998). Self-monitoring and 360-degree ratings. Leadership Quarterly, 9, 449-473.

 

Mulaik, S.A. & Millsap, R.E. (2000). Doing the four-step right.  Structural Equation Modeling, 7, 36-73.

 

Millsap, R.E. (2001). When trivial constraints are not trivial: The choice of uniqueness constraints in confirmatory factor analysis. Structural Equation Modeling, 8, 1-17. 

 

Wolchik, S.A., Sandler, I.N., Millsap, R.E., Plummer, B.A., Greene, S.M., Anderson, E.R., Dawson-McClure, S.R., Hipke, K., & Haine, R.A (2002).  Six-year follow-up of a randomized controlled trial of preventive interventions for children of divorce.  Journal of the American Medical Association, 288, 1874-1881.

 

Williams, R.M., Davis, M.C., & Millsap, R.E. (2002). Development of the Cognitive Processing of Trauma Scale. Clinical Psychology and Psychotherapy, 9, 349-360.

 

Millsap, R.E. & Kwok, Oi-Man (2004).  Evaluating the impact of partial factorial invariance on selection in two populations.  Psychological Methods, 9, 93-115.

 

Millsap, R.E. & Tein, Jenn-Yun (2004).  Assessing factorial invariance in ordered-categorical measures.  Multivariate Behavioral Research, 39, 479-515.

 

Everson, H.T. & Millsap, R.E. (2004).  Beyond Individual Differences: Exploring School Effects on SAT Scores. Educational Psychologist, 39 (3), 157-172.

 

Dawson-McClure, S.R., Sandler, I.N., Wolchik, S.A. & Millsap, R.E. (2004).  Risk as a  moderator of the effects of prevention programs for children of divorce: A six-year longitudinal study.  Journal of Abnormal Child Psychology, 32(2), 175-190.

 

Deardorff, J., Gonzales, N.A., Christopher, F.S., Roosa, M.W., & Millsap, R.E. (2005). Early puberty and adolescent pregnancy: The influence of alcohol use.  Pediatrics , 116(6), 1451-1456..

 

Coffman, D. & Millsap, R.E. (2006).  Evaluating latent growth curve models using individual fit statistics.  Structural Equation Modeling, 13(1), 1-27.

 

Ewing, M., Camara, W.J., & Millsap, R.E. (2006).  The relationship between PSAT/NMSQT scores and AP examination grades: A follow-up study.  College Board Research Report No. 2006-1, New York: College Entrance Examination Board.

 

Haine, R. A., Wolchik, S. A., Sandler, I. N., Millsap, R. E., & Ayers, T. S. (2006). Positive parenting as a protective resource for parentally bereaved children. Death Studies, 30, 1-28.

 

Millsap, R.E. (2006). Comments on methods for the investigation of measurement bias in the Mini-Mental State Examination.  Medical Care, 44(11), 171-175.

 

Yoon, M. & Millsap, R.E. (2007).  Detecting violations of factorial invariance using data-based specification searches: A Monte Carlo study.  Structural Equation Modeling, 14(3), 435-463.

 

Millsap, R.E. (2007).  Structural equation modeling made difficult.  Personality and Individual Differences, 42, 875-881.

 

Millsap, R.E. (2007).  Invariance in measurement and prediction revisited.  Psychometrika, 72, 461-473.

 

Aiken, L.S., West, S.G., & Millsap, R.E. (2008).  Doctoral Training in Statistics, Measurement, and Methodology in Psychology:  Replication and Extension of the Aiken, West, Sechrest, and Reno (1990) Survey of Ph.D. Programs in North America.  American Psychologist, 63, 32-50.

 

Book Chapters

 

Millsap, R.E. (1994). Psychometrics. In R.J. Sternberg (Ed.) Encyclopedia of Intelligence, Vol.II (pp. 866-868) New York: MacMillan Publishing Co.

 

Millsap, R.E. (1995). The statistical analysis of method effects in multitrait-multimethod data: A review. In P.E. Shrout & S. Fiske (Eds.) Advances in Personality Research, Methods, and Theory: A Festshrift Honoring Donald W. Fiske. (pp. 93-109) Hillsdale, NJ: Lawrence Erlbaum.

 

Millsap, R.E. (2002). Structural equation modeling: A user’s guide.  In F. Drasgow & N. Schmitt (Eds.) Measuring and Analyzing Behavior in Organizations. (pp. 257-301) San Francisco: Jossey-Bass.

 

Millsap, R.E. (2005).  Four unresolved problems in studies of factorial invariance. In A. Maydeu-Olivares & J.J. McArdle (Eds.) Contemporary Psychometrics. (pp. 153-171) Mahwah, NJ: Lawrence Erlbaum.

 

Everson, H.T. & Millsap, R.E. (in press). Extracurricular activities and achievement on the SAT:  A latent variable analysis. In Gordon, E.W. (Ed.) Supplementary Education.  Minneapolis: Rowman & Littlefiled.

 

Millsap, R.E. & Meredith, W. (2007).  Factorial invariance: Historical perspectives and new problems.  In R. Cudeck & R. MacCallum (Eds.) Factor Analysis at 100. (pp.131-152)  Mahwah, NJ: Lawrence Erlbaum.

 

Book Reviews

 

Millsap, R.E. (1993). Review of Differential Item Functioning by P.W. Holland & H. Wainer, Applied Psychological Measurement, 17(1), 101-103.

 

Millsap, R.E. (1995). Review of A User's Guide to Principal Components by J.E. Jackson, Journal of Educational Statistics, 20(1), 105-107.