A reconsideration of testing for competence rather than for intelligence.

David C. McClelland's 1973 article has deeply influenced both professional and public opinion. In it, he presented five major themes: (a) Grades in school did not predict occupational success, (b) intelligence tests and aptitude tests did not predict occupational success or other important life outcomes, (c) tests and academic performance only predicted job performance because of an underlying relationship with social status, (d) such tests were unfair to minorities, and (e) "competencies" would be better able to predict important behaviors than would more traditional tests. Despite the pervasive influence of these assertions, this review of the literature showed only limited support for these claims.

[1]  G. V. Barrett.  Clarifying Construct Validity: Definitions, Processes, and Models , 1992 .

[2]  W. Arthur,et al.  Prediction of Vehicular Accident Involvement: A Meta-Analysis , 1991 .

[3]  Dennis Doverspike,et al.  Validation of an information-processing-based test battery for the prediction of handling accidents among petroleum-product transport drivers , 1990 .

[4]  N L Segal,et al.  “Sources of Human Psychological Differences: The Minnesota Study of Twins Reared Apart” (1990), by , 2018 .

[5]  G. Jackson.  Financial Aid, College Entry, and Affirmative Action , 1990, American Journal of Education.

[6]  Douglas N. Jackson,et al.  Personality, Vocational Interest, and Cognitive Predictors of Managerial Job Performance and Satisfaction , 1990 .

[7]  Frank J. Bernieri,et al.  Growing up and growing apart: a developmental meta-analysis of twin studies. , 1990, Psychological bulletin.

[8]  John E. Hunter,et al.  Individual differences in output variability as a function of job complexity. , 1990 .

[9]  J. T. Austin,et al.  Occupational attainment as a function of abilities and interests: a longitudinal analysis using project TALENT data. , 1990, The Journal of applied psychology.

[10]  Walter C. Borman,et al.  Examination of race and sex effects on performance ratings , 1989 .

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

[12]  J. Hartigan,et al.  Fairness in employment testing. , 1989, Science.

[13]  I. Robertson,et al.  Work-sample tests of trainability: A meta-analysis. , 1989 .

[14]  D. A. Dye,et al.  College Grade Point Average as a Predictor of Adult Success: A Reply , 1989 .

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

[16]  D. Day,et al.  Personality and job performance: Evidence of incremental validity. , 1989 .

[17]  J. Fallows.  More Like Us: Making America Great Again , 1989 .

[18]  R. Elliott,et al.  Effects of Improving the Reliability of the GPA on Prediction Generally and on Comparative Predictions for Gender and Race Particularly , 1988 .

[19]  Ralph A. Alexander,et al.  A COMPARISON OF CRITERIA FOR TEST VALIDATION: A META‐ANALYTIC INVESTIGATION , 1988 .

[20]  L. Humphreys.  Trends in levels of academic achievement of blacks and other minorities , 1988 .

[21]  M. Zeidner.  Sociocultural Differences in Examinees' Attitudes Toward Scholastic Ability Exams , 1988 .

[22]  R. Richards,et al.  Assessing everyday creativity: Characteristics of the Lifetime Creativity Scales and validation with three large samples. , 1988 .

[23]  Robert Plomin,et al.  The nature and nurture of cognitive abilities. , 1988 .

[24]  James W. Smither,et al.  True intercorrelation among job components, time delay in rating, and rater intelligence as determinants of accuracy in performance ratings , 1987 .

[25]  George C. Thornton,et al.  Meta-analysis of assessment center validity. , 1987 .

[26]  K. Warner Schaie,et al.  Cognitive Functioning and Social Structure over the Life Course , 1987 .

[27]  C. McCauley,et al.  Extraordinary stability and ordinary predictability of academic success at the United States military academy , 1987 .

[28]  M. Zeidner.  Test of the cultural bias hypothesis: Some Israeli findings. , 1987 .

[29]  J. Hunter.  Cognitive ability, cognitive aptitudes, job knowledge, and job performance , 1986 .

[30]  L. Gottfredson.  Societal consequences of the g factor in employment. , 1986 .

[31]  R. Arvey.  General ability in employment: A discussion , 1986 .

[32]  Robert L. Thorndike,et al.  The role of general ability in prediction , 1986 .

[33]  R. Lynn,et al.  The relation of musical ability to general intelligence and the major primaries , 1986 .

[34]  J. Block,et al.  More Misgivings About the Matching Familiar Figures Test As a Measure of Reflection-Impulsivity: Absence of Construct Validity in Preadolescence , 1986 .

[35]  Frank J. Landy,et al.  Stamp collecting versus science: Validation as hypothesis testing. , 1986 .

[36]  P. Fehrmann,et al.  Parental Involvement, Homework, and TV Time: Direct and Indirect Effects on High School Achievement , 1986 .

[37]  Alice N. Outerbridge,et al.  Impact of job experience and ability on job knowledge, work sample performance, and supervisory ratings of job performance , 1986 .

[38]  A. Howard.  College experiences and managerial performance. , 1986 .

[39]  Joshua R. Gerow.  Psychology: An Introduction , 1986 .

[40]  T. Husén.  Talent, Opportunity and Career* , 1986 .

[41]  Robert J. Sternberg,et al.  Practical intelligence : nature and origins of competence in the everyday world , 1986 .

[42]  R. Bootzin,et al.  Psychology Today: An Introduction , 1986 .

[43]  Bruce J. Avolio,et al.  Individual Differences in Information-Processing Ability as a Predictor of Motor Vehicle Accidents , 1985 .

[44]  Verbal Selection Test and Work Performance Validity with Aides from Three Psychiatric Hospitals , 1985 .

[45]  R. Henderson,et al.  Family Status, Family Constellation, and Home Environmental Variables as Predictors of Cognitive Performance of Mexican American Children. , 1985 .

[46]  James C. Hearn.  Who Goes Where?: A Study of the Postsecondary Destinations of 1980 High School Graduates , 1985 .

[47]  Jack Block,et al.  Longitudinal consistency of Matching Familiar Figures Test performance from early childhood to preadolescence. , 1985 .

[48]  P. Solomon.  Psychology: Being Human. 4th ed. , 1985 .

[49]  R. Plomin,et al.  Differential Experience of Siblings in the Same Family. , 1985 .

[50]  L. Baird.  Relationships between ability, college attendance, and family income , 1984 .

[51]  Duane F. Alwin,et al.  FAMILY ORIGINS AND THE SCHOOLING PROCESS: EARLY VERSUS LATE INFLUENCE OF PARENTAL CHARACTERISTICS* , 1984 .

[52]  Peter A. Cohen,et al.  College grades and adult achievement: A research synthesis , 1984 .

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

[54]  Herbert J. Walberg,et al.  Academic and Occupational Performance: A Quantitative Synthesis , 1984 .

[55]  J. Farrell,et al.  Education and Occupational Attainment in Chile: The Effects of Educational Quality, Attainment, and Achievement , 1984, American Journal of Education.

[56]  James C. Hearn.  The Relative Roles of Academic, Ascribed, and Socioeconomic Characteristics in College Destinations. , 1984 .

[57]  F. Schmidt,et al.  Methodological, Statistical, and Ethical Issues in the Study of Bias in Psychological Tests , 1984 .

[58]  H. G. Osburn,et al.  Moderating effects of decision-making/information-processing job dimensions on test validities. , 1983 .

[59]  T. Oakland.  Joint Use of Adaptive Behavior and IQ to Predict Achievement. , 1983 .

[60]  J. Horn.  The Texas Adoption Project: adopted children and their intellectual resemblance to biological and adoptive parents. , 1983, Child development.

[61]  R. Ritchie,et al.  Assessment center correlates of women's advancement into middle management: A 7-year longitudinal analysis. , 1983 .

[62]  T. Carr.  Understanding Human Behavior: An Introduction to Psychology. 4th ed. , 1983 .

[63]  Jeanette N. Cleveland,et al.  Performance Measurement and Theory , 1983 .

[64]  S. Dolan,et al.  Validity of an assessment center for identifying future female officers in the military. , 1982 .

[65]  D. I. Smith,et al.  Relationship between intelligence and driving record , 1982 .

[66]  Alexandra K. Wigdor,et al.  Ability Testing: Uses, Consequences, and Controversies , 1982 .

[67]  J. Mercy,et al.  Familial Influence on the Intellectual Attainment of Children. , 1982 .

[68]  C G Thornton,et al.  Assessment Center and managerial performance , 1982 .

[69]  K. White.  The relation between socioeconomic status and academic achievement. , 1982 .

[70]  R. Guion,et al.  A note on concurrent and predictive validity designs: A critical reanalysis. , 1982 .

[71]  R. Linn.  Admissions testing on trial. , 1982 .

[72]  R. Sternberg.  Advances in the psychology of human intelligence , 1982 .

[73]  C. Haney.  Employment Tests and Employment Discrimination: A Dissenting Psychological Opinion , 1982 .

[74]  S. Scarr.  Race, social class, and individual differences in I.Q , 1982 .

[75]  Occupational Differentiation among White Men in the First Decade after High School. , 1981 .

[76]  Brian A. Jonah,et al.  Predicting accident involvement with the motorcycle operator skill test , 1981 .

[77]  R. Nader,et al.  The Reign of ETS: The Corporation That Makes up Minds. , 1981 .

[78]  John E. Hunter,et al.  Validity generalization results for two job groups in the petroleum industry. , 1981 .

[79]  Mednick Sa,et al.  Handbook of Longitudinal Research , 1981 .

[80]  James S. Phillips,et al.  Concurrent and predictive validity designs: A critical reanalysis. , 1981 .

[81]  J. Crecine,et al.  Schooling in Democratic America: The Effects of Class Background, Education and Ability on Income , 1981 .

[82]  R. Plomin,et al.  The importance of nonshared (E-sub-1) environmental influences in behavioral development. , 1981 .

[83]  A. Rabin,et al.  Further explorations in personality , 1981 .

[84]  John E. Hunter,et al.  Validity generalization results for tests used to predict job proficiency and training success in clerical occupations. , 1980 .

[85]  D. Hocevar,et al.  Intelligence, Divergent Thinking, and Creativity. , 1980 .

[86]  P. Shrout.  Quasi-experimentation: Design and analysis issues for field settings: by Thomas D. Cook and Donald T. Campbell. Chicago: Rand McNally, 1979 , 1980 .

[87]  L. Willerman.  Effects of families on intellectual development. , 1979 .

[88]  F. Schmidt,et al.  Differential validity of employment tests by race: A comprehensive review and analysis. , 1979 .

[89]  L. Michell,et al.  An Association between High Intellectual Ability and an Imaginative and Analytic Approach to the Discussion of Open Questions. , 1979 .

[90]  K. Alexander,et al.  Access to Higher Education: The Importance of Race, Sex, Social Class, and Academic Credentials , 1979, The School Review.

[91]  T. Cook,et al.  Quasi-experimentation: Design & analysis issues for field settings , 1979 .

[92]  Richard A. Weinberg,et al.  The influence of "family background" on intellectual attainment. , 1978 .

[93]  L. Solmon.  Schooling and Achievement in American Society , 1978 .

[94]  K. Schaie.  External validity in the assessment of intellectual development in adulthood. , 1978, Journal of gerontology.

[95]  W. D. Weitzel.  Adaptation to Life , 1978 .

[96]  D. Alwin,et al.  High School Context Effects on Aspirations. , 1977 .

[97]  Edwin A. Fleishman,et al.  EVALUATION OF LABORATORY METHODS FOR THE STUDY OF DRIVER BEHAVIOR: RELATIONS BETWEEN SIMULATOR AND STREET PERFORMANCE , 1977 .

[98]  S. Messer,et al.  Reflection-impulsivity: A review. , 1976 .

[99]  W. L. Mihal,et al.  Individual differences in perceptual information processing and their relation to automobile accident involvement. , 1976, The Journal of applied psychology.

[100]  Douglas W. Bray,et al.  Management Assessment Center Evaluations and Subsequent Job Performance of White and Black Females. , 1976 .

[101]  R. Turner.  Psychology: An introduction. 2nd ed. , 1976 .

[102]  L. Lipsitt.  GENETICS AND INTELLIGENCE , 1976 .

[103]  L. R. Newsome,et al.  CAN WE IMPROVE THE DRIVING TEST , 1975 .

[104]  Patterns of College Grades across Curricular Areas: Some Implications for GPA as a Criterion , 1975 .

[105]  Burton A. Weisbrod,et al.  Factors Affecting College Attendance , 1975 .

[106]  Albert E. Beaton.  The Influence of Education and Ability on Salary and Attitudes , 1975 .

[107]  G. Elder,et al.  Adolescence in the life cycle : psychological change and social context , 1975 .

[108]  J. Block,et al.  Some Misgivings About the Matching Familiar Figures Test as a Measure of Reflection-Impulsivity. , 1974 .

[109]  F. Juster,et al.  Education, income, and human behavior , 1974 .

[110]  Understanding Human Behavior: An Introduction to Psychology , 1974 .

[111]  David Krech,et al.  Elements of psychology , 1974 .

[112]  Elton B. McNeil,et al.  Psychology: Being Human , 1974 .

[113]  L. Humphreys,et al.  ABILITY FACTORS AS A FUNCTION OF ADVANTAGED AND DISADVANTAGED GROUPS , 1973 .

[114]  Paul Taubman,et al.  Higher Education, Mental Ability, and Screening , 1973, Journal of Political Economy.

[115]  D. Mcclelland.  Testing for competence rather than for "intelligence". , 1973, The American psychologist.

[116]  Philip E. Kraus.  Yesterday's children: A longitudinal study of children from kindergarten into the adult years , 1973 .

[117]  O. D. Duncan,et al.  Socioeconomic Background and Achievement. , 1974 .

[118]  R. Hauser,et al.  Causes and Consequences of Higher Edueation: Models of the Status Attainment Process , 1972 .

[119]  H. Davidson,et al.  Home background and school achievement of black urban ghetto children. , 1972, The American journal of orthopsychiatry.

[120]  John C. Hause.  Earnings Profile: Ability and Schooling , 1972, Journal of Political Economy.

[121]  Virginia R. Boehm.  Negro-white differences in validity of employment and training selection procedures: Summary of rese , 1972 .

[122]  Francisco Campos.  Evaluation of laboratory methods for the study of driver behavior , 1972 .

[123]  E. Herzog,et al.  But some are more poor than others: SES differences in a preschool program. , 1972, The American journal of orthopsychiatry.

[124]  S Scarr-Salapatek,et al.  Race, social class, and IQ. , 1971, Science.

[125]  N E Freeberg,et al.  DEVELOPMENT OF MEASURES FOR A DRIVER LICENSING PROGRAM IN THE STATE OF NORTH CAROLINA. PHASE I. ANALYSES OF CURRENT LICENSING TESTS , 1971 .

[126]  E. Ghiselli,et al.  Managerial talent, pay, and age , 1971 .

[127]  D. Bray.  Managerial Behavior, Performance and Effectiveness. , 1971 .

[128]  A Crancer,et al.  Licensing examinations and their relation to subsequent driving record , 1971 .

[129]  Reliability and factorial validity of the Wallach-Kogan creativity tests. , 1969, British journal of psychology.

[130]  C. L. Thornton,et al.  Relationship between perceptual style and driver reaction to an emergency situation. , 1968, The Journal of applied psychology.

[131]  A Note on the Interrelations among Intellectual Ability, Educational Attainment, and Occupational Achievement: A Follow-up Study of a Male Kalamazoo Public School Population , 1968 .

[132]  Virginia C. Palmer.  Young Workers in their First Jobs. An Investigation of Attitudes to Work and their Correlates , 1968 .

[133]  E. Ghiselli,et al.  The validity of occupational aptitude tests , 1967 .

[134]  J. Kagan,et al.  Modifiability of an impulsive tempo. , 1966, Journal of educational psychology.

[135]  J. Best,et al.  Research in Education , 1966, Nature.

[136]  D. Bray,et al.  The assessment center in the measurement of potential for business management. , 1966, Psychological monographs.

[137]  William C. Miller,et al.  Effects of driver education: the role of motivation, intelligence, social class, and exposure , 1966 .

[138]  C. McDermid,et al.  SOME CORRELATES OF CREATIVITY IN ENGINEERING PERSONNEL. , 1965, The Journal of applied psychology.

[139]  D. W. Mackinnon,et al.  The nature and nurture of creative talent. , 1962 .

[140]  L. Cronbach.  Essentials of psychological testing , 1960 .

[141]  R. L. Thorndike,et al.  Ten thousand careers , 1960 .

[142]  R. Mann.  A review of the relationships between personality and performance in small groups. , 1959 .

[143]  R. Cattell,et al.  Personality and creativity in artists and writers. , 1958, Journal of clinical psychology.

[144]  Philip H DuBois.  THE CLASSIFICATION PROGRAM , 1947 .

[145]  F. Welch,et al.  Causes and Consequences , 2017, Nature.

[146]  A. Kornhauser.  The psychology of vocational selection. , 1922 .

[147]  María G. Cisneros-Solís,et al.  MEDICAL ANNUAL , 1958, Journal of The Royal Naval Medical Service.

[148]  W. B..  The Essentials of Psychology , 1911, Nature.