THE SUBSTANTIVE NATURE OF PERFORMANCE VARIABILITY: PREDICTING INTERINDIVIDUAL DIFFERENCES IN INTRAINDIVIDUAL PERFORMANCE

The nature of intraindividual performance variability over time, along with individual difference predictors of such variability, was examined using latent growth curve methodology. Quarterly sales performance for a sample of securities analysts (n= 303) was measured at 8 times. Average intraindividual performance approximated a basic “learning” curve, although there were considerable individual differences in each of the latent performance growth parameters. Individual difference predictors from a biodata inventory were moderately related to these latent growth parameters. Theoretical and practical implications of performance variability for personnel selection are also discussed.

[1]  J J McArdle,et al.  Latent growth curves within developmental structural equation models. , 1987, Child development.

[2]  James T. Austin,et al.  From then to now: The development of industrial-organizational psychology in the United States. , 1992 .

[3]  R. Shepps,et al.  Pattern analysis of biographical predictors of success as an insurance salesman. , 1969 .

[4]  Lloyd G. Humphreys,et al.  Investigations of the simplex , 1960 .

[5]  Edwin A. Fleishman,et al.  A comparative study of aptitude patterns in unskilled and skilled psychomotor performances. , 1957 .

[6]  J. Gray,et al.  Attributional style, socialization and cognitive ability as predictors of sales success: A predictive validity study , 1995 .

[7]  R. Reilly,et al.  VALIDITY AND FAIRNESS OF SOME ALTERNATIVE EMPLOYEE SELECTION PROCEDURES , 1982 .

[8]  P. Ackerman,et al.  Motivation and cognitive abilities: an integrative/aptitude-treatment interaction approach to skill acquisition , 1989 .

[9]  Michael P. Kirsch,et al.  METAANALYSES OF VALIDITY STUDIES PUBLISHED BETWEEN 1964 AND 1982 AND THE INVESTIGATION OF STUDY CHARACTERISTICS , 1984 .

[10]  M. Appelbaum,et al.  Estimating Individual Developmental Functions: Methods and Their Assumptions , 1991 .

[11]  Anthony S. Bryk,et al.  Application of Hierarchical Linear Models to Assessing Change , 1987 .

[12]  Charles L. Hulin,et al.  Adding a Dimension: Time as a Factor in the Generalizability of Predictive Relationships , 1990 .

[13]  Craig J. Russell,et al.  Using Hierarchical Linear Modeling to Examine Dynamic Performance Criteria Over Time , 1997 .

[14]  Benjamin Schneider,et al.  Stability of performance: An interactionist perspective. , 1990 .

[15]  P. Ackerman Individual differences in information processing: An investigation of intellectual abilities and task performance during practice ☆ , 1986 .

[16]  David Rogosa,et al.  Longitudinal Data Analysis Examples With Random Coefficient Models , 1995 .

[17]  A. Dalessio,et al.  Stability of validity indices through test score ranges. , 1988 .

[18]  J. Bettman,et al.  Knowledge Structure Differences between More Effective and Less Effective Salespeople , 1988 .

[19]  P. F. Wernimont,et al.  Signs, samples, and criteria. , 1968, The Journal of applied psychology.

[20]  Randall B. Dunham,et al.  Ability-skill relationships: An empirical explanation of change over time , 1974 .

[21]  David A. Hofmann,et al.  Mapping individual performance over time. , 1992 .

[22]  Steven H. Brown Long-term validity of a personal history item scoring procedure. , 1978 .

[23]  John B. Willett,et al.  Using covariance structure analysis to detect correlates and predictors of individual change over time , 1994 .

[24]  Charles L. Hulin,et al.  An experimental evaluation of a temporal decay in the prediction of performance , 1973 .

[25]  John B. Willett,et al.  Understanding correlates of change by modeling individual differences in growth , 1985 .

[26]  C. Hulin,et al.  Stability of skilled performance across time: Some generalizations and limitations on utilities. , 1987 .

[27]  K. Murphy Is the relationship between cognitive ability and job performance stable over time , 1989 .

[28]  S. J. Goff,et al.  Joint relation of experience and ability with job performance: Test of three hypotheses. , 1988 .

[29]  C. Hulin,et al.  Two Explanations of Temporal Changes in Ability-Skill Relationships: A Literature Review and Theoretical Analysis , 1972 .

[30]  David Rogosa,et al.  A growth curve approach to the measurement of change. , 1982 .

[31]  John B. Willett,et al.  Some Results on Reliability for the Longitudinal Measurement of Change: Implications for the Design of Studies of Individual Growth , 1989 .

[32]  Gary L. Williamson,et al.  Longitudinal Analyses of Academic Achievement , 1991 .

[33]  Lawrence R. James,et al.  Criterion models and construct validity for criteria. , 1973 .

[34]  David A. Hofmann,et al.  Dynamic criteria and the measurement of change. , 1993 .

[35]  Gerald V. Barrett,et al.  Validity of Personnel Decisions: A Conceptual Analysis of the Inferential and Evidential Bases , 1989 .

[36]  A. Dalessio,et al.  COMBINING BIODATA TEST AND INTERVIEW INFORMATION: PREDICTING DECISIONS AND PERFORMANCE CRITERIA , 1994 .

[37]  David Rogosa,et al.  A critique of cross-lagged correlation , 1980 .

[38]  C. R. Rao,et al.  Some statistical methods for comparison of growth curves. , 1958 .

[39]  Michael D. Mumford,et al.  Methodology Review: Principles, Procedures, and Findings in the Application of Background Data Measures , 1987 .

[40]  Phillip L. Ackerman,et al.  Within-task intercorrelations of skilled performance: Implications for predicting individual differences? A comment on Henry & Hulin, 1987. , 1989 .

[41]  Gerald V. Barrett,et al.  The Concept of Dynamic Criteria: A Critical Reanalysis. , 1985 .

[42]  John B. Willett,et al.  Satisfying a Simplex Structure is Simpler than it should be , 1985 .

[43]  E. Kevin Kelloway,et al.  Time management and achievement striving interact to predict car sales performance. , 1996 .

[44]  Gerald V. Barrett,et al.  REJOINDER TO AUSTIN, HUMPHREYS, AND HULIN: CRITICAL REANALYSIS OF BARRETT, CALDWELL, AND ALEXANDER , 1989 .

[45]  Louis Guttman,et al.  A generalized simplex for factor analysis , 1955 .

[46]  D. Deadrick,et al.  DYNAMIC CRITERIA REVISITED: A LONGITUDINAL STUDY OF PERFORMANCE STABILITY AND PREDICTIVE VALIDITY , 1990 .

[47]  P. Ackerman Individual differences in skill learning: An integration of psychometric and information processing perspectives. , 1987 .

[48]  Lloyd G. Humphreys,et al.  Another View of Dynamic Criteria: A Critical Reanalysis of Barrett, Caldwell, and Alexander. , 1989 .

[49]  Ledyard R. Tucker,et al.  Determination of parameters of a functional relation by factor analysis : a technical report , 1955 .

[50]  R. MacCallum,et al.  Power analysis and determination of sample size for covariance structure modeling. , 1996 .

[51]  William Meredith,et al.  Latent curve analysis , 1990 .

[52]  Estes Wk The problem of inference from curves based on group data. , 1956 .

[53]  S R WALLACE,et al.  CRITERIA FOR WHAT? , 1965, The American psychologist.

[54]  P. W. Thayer “SOMETHINGS OLD, SOMETHINGS NEW” , 1977 .

[55]  Rebecca A. Henry,et al.  Changing validities: Ability^performance relations and utilities. , 1989 .