Ability and Trait Complex Predictors of Academic and Job Performance: A Person–Situation Approach

A battery of cognitive ability, knowledge, and non-ability measures were administered to 105 college students enrolled in a cooperative school-work program and used to predict academic and job performance. Composite scores for each domain were derived from factor analyses of 11 measures of verbal, numerical, and spatial abilities, four measures of domain knowledge, and 27 measures of personality and motivational traits, vocational interests, and self-assessments. Both ability and non-ability trait composites were significant predictors of academic performance, but only the non-ability trait composites predicted job performance. Implications for the integrative assessment of individual differences and their predictive validities for performance in different active work contexts, as well as the importance of trait composites across contexts, are discussed. Un ensemble de mesures relatives aux connaissances, aux aptitudes et autres dimensions furent obtenues aupres de 105 etudiants de 1° cycle impliques dans un programme de travail scolaire cooperatif, avec pour objectif de predire les resultats universitaires et la performance au travail. Des scores composites pour chacun de ces deux domaines ont ete constitues a partir d'analyses factorielles des onze mesures des aptitudes verbale, numerique et spatiale, des quatre mesures portant sur les connaissances et des 27 mesures relevant de traits de personnalite, de la motivation, des interets professionnels et de l'auto-evaluation. Les scores des aptitudes et des traits de personnalite furent des predicteurs significatifs du succes universitaire, mais seuls ces derniers ont predit la performance au travail. On reflechit aux consequences sur l'evaluation synthetique des differences individuelles et leur validite predictive de la performance dans differents contextes de travail productif, ainsi que sur l'importance des scores composites selon les situations.

[1]  J. L. Holland,et al.  A theory of vocational choice. , 1959 .

[2]  J. Hunter,et al.  Validity and Utility of Alternative Predictors of Job Performance , 1984 .

[3]  John E. Hunter,et al.  THE ECONOMIC IMPACT OF JOB SELECTION METHODS ON SIZE, PRODUCTIVITY, AND PAYROLL COSTS OF THE FEDERAL WORK FORCE: AN EMPIRICALLY BASED DEMONSTRATION , 1986 .

[4]  R. Snow,et al.  Implications of cognitive psychology for educational measurement. , 1989 .

[5]  Richard E. Snow,et al.  Cognitive-conative aptitude interactions in learning. , 1989 .

[6]  Jeffrey J. Mchenry,et al.  PROJECT A VALIDITY RESULTS: THE RELATIONSHIP BETWEEN PREDICTOR AND CRITERION DOMAINS , 1990 .

[7]  Todd D. Little,et al.  Predicting educational attainment, occupational achievement, intellectual skill, and personal adjustment among gifted men and women. , 1990 .

[8]  John P. Campbell,et al.  Modeling the performance prediction problem in industrial and organizational psychology. , 1990 .

[9]  J. Carroll Human Cognitive Abilities-a sur-vey of factor-analytic studies , 1993 .

[10]  P. Ackerman,et al.  INTEGRATING LABORATORY AND FIELD STUDY FOR IMPROVING SELECTION: DEVELOPMENT OF A BATTERY FOR PREDICTING AIR TRAFFIC CONTROLLER SUCCESS , 1993 .

[11]  P. Pintrich,et al.  Reliability and Predictive Validity of the Motivated Strategies for Learning Questionnaire (Mslq) , 1993 .

[12]  L. R. Goldberg The structure of phenotypic personality traits. , 1993, The American psychologist.

[13]  Madhubalan Viswanathan,et al.  Measurement of Individual Differences in Preference for Numerical Information , 1993 .

[14]  John P. Campbell,et al.  A Confirmatory Test of a Model of Performance Determinants , 1994 .

[15]  P. Ackerman,et al.  Personality and Intelligence in Industrial and Organizational Psychology , 1995 .

[16]  Phillip L. Ackerman,et al.  Cognitive and noncognitive determinants and consequences of complex skill acquisition. , 1995 .

[17]  Reginald A. Bruce,et al.  Decision-Making Style: The Development and Assessment of a New Measure , 1995 .

[18]  P. Ackerman A theory of adult intellectual development: Process, personality, interests, and knowledge , 1996 .

[19]  S. Epstein,et al.  Individual differences in intuitive-experiential and analytical-rational thinking styles. , 1996, Journal of personality and social psychology.

[20]  Fred S. Switzer,et al.  Meta-analyzing the relationship between grades and job performance. , 1996 .

[21]  Eric D. Heggestad,et al.  Motivational skills & self-regulation for learning: A trait perspective , 1996 .

[22]  John L. Horn,et al.  Human cognitive capabilities: Gf-Gc theory. , 1997 .

[23]  Dawn P. Flanagan,et al.  Contemporary intellectual assessment : theories, tests, and issues , 1997 .

[24]  Eric D. Heggestad,et al.  Intelligence, personality, and interests: evidence for overlapping traits. , 1997, Psychological bulletin.

[25]  P. Ackerman Personality, Self‐Concept, Interests, and Intelligence: Which Construct Doesn't Fit? , 1997 .

[26]  F. Schmidt,et al.  The validity and utility of selection methods in personnel psychology: Practical and theoretical implications of 85 years of research findings. , 1998 .

[27]  Alexander D. Stajkovic,et al.  Self-efficacy and work-related performance: A meta-analysis. , 1998 .

[28]  P. Ackerman,et al.  The locus of adult intelligence: knowledge, abilities, and nonability traits. , 1999, Psychology and aging.

[29]  P. Ackerman,et al.  Assessing individual differences in knowledge: Knowledge, intelligence, and related traits. , 1999 .

[30]  W. Wittmann,et al.  Investigating the paths between working memory, intelligence, knowledge, and complex problem solving performances via Brunswik-symmetry , 1999 .

[31]  P. Bentler,et al.  Cutoff criteria for fit indexes in covariance structure analysis : Conventional criteria versus new alternatives , 1999 .

[32]  P. Ackerman,et al.  Domain-specific knowledge as the "dark matter" of adult intelligence: Gf/Gc, personality and interest correlates. , 2000, The journals of gerontology. Series B, Psychological sciences and social sciences.

[33]  Eric D. Heggestad,et al.  Individual Differences in Trait Motivation: Development of the Motivational Trait Questionnaire. , 2000 .

[34]  D Lubinski,et al.  Scientific and social significance of assessing individual differences: "sinking shafts at a few critical points". , 2000, Annual review of psychology.

[35]  Phillip L. Ackerman,et al.  Individual differences in work motivation: Further explorations of a trait framework. , 2000 .

[36]  J. Colquitt,et al.  Toward an integrative theory of training motivation: a meta-analytic path analysis of 20 years of research. , 2000, The Journal of applied psychology.

[37]  Sarah A. Hezlett,et al.  A comprehensive meta-analysis of the predictive validity of the graduate record examinations: implications for graduate student selection and performance. , 2001, Psychological bulletin.

[38]  K. Trzesniewski,et al.  Measuring Global Self-Esteem: Construct Validation of a Single-Item Measure and the Rosenberg Self-Esteem Scale , 2001 .

[39]  Murray R. Barrick,et al.  Personality and Performance at the Beginning of the New Millennium: What Do We Know and Where Do We Go Next? , 2001 .

[40]  Phillip L. Ackerman,et al.  Current-events knowledge in adults: an investigation of age, intelligence, and nonability determinants. , 2001 .

[41]  Phillip L. Ackerman,et al.  Determinants of Individual Differences and Gender Differences in Knowledge. , 2001 .

[42]  P. Ackerman,et al.  Individual differences in working memory within a nomological network of cognitive and perceptual speed abilities. , 2002, Journal of experimental psychology. General.

[43]  A. Furnham,et al.  Personality predicts academic performance: Evidence from two longitudinal university samples , 2003 .

[44]  D. Woltz Implicit Cognitive Processes as Aptitudes for Learning , 2003, Educational Psychologist.

[45]  Neil Anderson,et al.  INTERNATIONAL VALIDITY GENERALIZATION OF GMA AND COGNITIVE ABILITIES: A EUROPEAN COMMUNITY META-ANALYSIS , 2003 .

[46]  Phillip L. Ackerman Aptitude Complexes and Trait Complexes , 2003 .

[47]  Eric Sundstrom,et al.  Intelligence, “Big Five” personality traits, and work drive as predictors of course grade , 2003 .

[48]  P. Ackerman,et al.  Determinants of health knowledge: an investigation of age, gender, abilities, personality, and interests. , 2003, Journal of personality and social psychology.

[49]  A. Furnham,et al.  Personality, cognitive ability, and beliefs about intelligence as predictors of academic performance , 2003 .

[50]  B. A. Sullivan,et al.  Mapping Associations between Interests and Personality: Toward a Conceptual Understanding of Individual Differences in Vocational Behavior. , 2004 .

[51]  Sarah A. Hezlett,et al.  Academic performance, career potential, creativity, and job performance: can one construct predict them all? , 2004, Journal of personality and social psychology.

[52]  Filip Lievens,et al.  The operational validity of a video-based situational judgment test for medical college admissions: illustrating the importance of matching predictor and criterion construct domains. , 2005, The Journal of applied psychology.

[53]  Murray R. Barrick,et al.  HIGHER‐ORDER DIMENSIONS OF THE BIG FIVE PERSONALITY TRAITS AND THE BIG SIX VOCATIONAL INTEREST TYPES , 2005 .

[54]  R. Kanfer,et al.  Ability and Non‐Ability Predictors of Job Performance , 2005 .

[55]  Philip L. Roth,et al.  A META‐ANALYSIS OF WORK SAMPLE TEST VALIDITY: UPDATING AND INTEGRATING SOME CLASSIC LITERATURE , 2005 .

[56]  Phillip L. Ackerman,et al.  Individual Differences in Cognitive Functions , 2006 .

[57]  Stacey D. Wolman,et al.  Determinants and validity of self-estimates of abilities and self-concept measures. , 2007, Journal of experimental psychology. Applied.

[58]  Sarah A. Hezlett,et al.  Standardized Tests Predict Graduate Students' Success , 2007, Science.

[59]  Stephanie C Payne,et al.  A meta-analytic examination of the goal orientation nomological net. , 2007, The Journal of applied psychology.

[60]  N. Kuncel,et al.  Study Habits, Skills, and Attitudes: The Third Pillar Supporting Collegiate Academic Performance , 2008, Perspectives on psychological science : a journal of the Association for Psychological Science.

[61]  Philip L. Roth,et al.  WORK SAMPLE TESTS IN PERSONNEL SELECTION: A META-ANALYSIS OF BLACK–WHITE DIFFERENCES IN OVERALL AND EXERCISE SCORES , 2008 .

[62]  Shonna D. Waters,et al.  Does socioeconomic status explain the relationship between admissions tests and post-secondary academic performance? , 2009, Psychological bulletin.