Toward a process-focused model of test score validity: improving psychological assessment in science and practice.

Although definitions of validity have evolved considerably since L. J. Cronbach and P. E. Meehl's classic (1955) review, contemporary validity research continues to emphasize correlational analyses assessing predictor-criterion relationships, with most outcome criteria being self-reports. The present article describes an alternative way of operationalizing validity--the process-focused (PF) model. The PF model conceptualizes validity as the degree to which respondents can be shown to engage in a predictable set of psychological processes during testing, with those processes dictated a priori by the nature of the instrument(s) used and the context in which testing takes place. In contrast to the traditional approach wherein correlational methods are used to quantify the relationship between test score and criterion, the PF model uses experimental methods to manipulate variables that moderate test score-criterion relationships, enabling researchers to draw more definitive conclusions regarding the impact of underlying psychological processes on test scores. By complementing outcome-based validity assessment with a process-driven approach, researchers will not only improve psychology's assessment procedures but also enhance their understanding of test bias and test score misuse by illuminating the intra- and interpersonal factors that lead to differential performance (and differential prediction) in different groups.

[1]  Karen M. Arnell,et al.  Blinded by Emotion: Target Misses Follow Attention Capture by Arousing Distractors in RSVP , 2007 .

[2]  R. Bornstein Behaviorally referenced experimentation and symptom validation: a paradigm for 21st-century personality disorder research. , 2003, Journal of personality disorders.

[3]  R. Bornstein,et al.  Effects of induced mood states on objective and projective dependency scores. , 1996, Journal of personality assessment.

[4]  R. Bornstein A Process Dissociation Approach to Objective-Projective Test Score Interrelationships , 2002, Journal of personality assessment.

[5]  B. Plake,et al.  A Historical Comparison of Validity Standards and Validity Practices , 1998 .

[6]  J. Masling Speak, Memory, or Goodbye, Columbus , 2002, Journal of personality assessment.

[7]  J. Exner,et al.  The Rorschach : a comprehensive system , 1974 .

[8]  R. Bornstein,et al.  Relationships of objective and projective dependency scores to sex role orientation in college student participants. , 1996, Journal of personality assessment.

[9]  S. Messick Validity of Psychological Assessment: Validation of Inferences from Persons' Responses and Performances as Scientific Inquiry into Score Meaning. Research Report RR-94-45. , 1994 .

[10]  S. Messick Validity of Psychological Assessment: Validation of Inferences from Persons' Responses and Performances as Scientific Inquiry into Score Meaning. Research Report RR-94-45. , 1994 .

[11]  S. Embretson CONSTRUCT VALIDITY: CONSTRUCT REPRESENTATION VERSUS NOMOTHETIC SPAN , 1983 .

[12]  M. Strauss,et al.  Construct validity: advances in theory and methodology. , 2009, Annual review of clinical psychology.

[13]  J. Masling Role-related behavior of the subject and psychologist and its effects upon psychological data. , 1966 .

[14]  H. Garb Studying the Clinician: Judgment Research and Psychological Assessment , 1998 .

[15]  Susan E. Embretson,et al.  Applications of Cognitive Design Systems to Test Development , 1994 .

[16]  J. Loevinger Objective Tests as Instruments of Psychological Theory , 1957 .

[17]  Linda L. Murphy,et al.  The sixteenth mental measurements yearbook , 2003 .

[18]  Gabriele Oettingen,et al.  The Projection of Implicit and Explicit Goals , 2004 .

[19]  R. Bornstein,et al.  Face Validity and Fakability of Objective and Projective Measures of Dependency , 1994 .

[20]  Margaret M. Baltes,et al.  The many faces of dependency in old age , 1996 .

[21]  D. Campbell,et al.  Convergent and discriminant validation by the multitrait-multimethod matrix. , 1959, Psychological bulletin.

[22]  Jodie B. Ullman,et al.  Structural Equation Modeling: Reviewing the Basics and Moving Forward , 2006, Journal of personality assessment.

[23]  Gwenn W. Gröndal,et al.  Meta-analytic procedures for social research , 1993 .

[24]  W. Mischel,et al.  Situation-Behavior Profiles as a Locus of Consistency in Personality , 2002 .

[25]  L. Shepard Chapter 9: Evaluating Test Validity , 1993 .

[26]  Lee Sproull,et al.  Managing Education Programs: A Micro-behavioral Analysis , 1981 .

[27]  J. Hunsley,et al.  The clinical utility of the Rorschach: Unfulfilled promises and an uncertain future , 1999 .

[28]  J. Masling,et al.  Obesity, level of aspiration, and Rorschach and TAT measures of oral dependence. , 1967, Journal of consulting psychology.

[29]  L. Stopa,et al.  Private and public self-awareness in social anxiety. , 2008, Journal of behavior therapy and experimental psychiatry.

[30]  Michael D. Robinson,et al.  Episodic and semantic knowledge in emotional self-report: evidence for two judgment processes. , 2002 .

[31]  K. Slaney,et al.  A proposed framework for conducting data-based test analysis. , 2008, Psychological methods.

[32]  R. Bornstein Toward a Process-Based Framework for Classifying Personality Tests: Comment on Meyer and Kurtz (2006) , 2007, Journal of personality assessment.

[33]  K. A. Briccetti,et al.  Emotional Indicators of Deaf Children on the Draw-A-Person Test , 1994, American annals of the deaf.

[34]  James R Bettman,et al.  The effects of nonconsciously priming emotion concepts on behavior. , 2007, Journal of personality and social psychology.

[35]  R. Bornstein Sex Differences in Objective and Projective Dependency Tests: A Meta-Analytic Review , 1995 .

[36]  S. Embretson A cognitive design system approach to generating valid tests : Application to abstract reasoning , 1998 .

[37]  D. Campbell,et al.  EXPERIMENTAL AND QUASI-EXPERIMENT Al DESIGNS FOR RESEARCH , 2012 .

[38]  R. Linn Educational measurement, 3rd ed. , 1989 .

[39]  Brenda R. J. Jansen,et al.  The development of children's rule use on the balance scale task. , 2002, Journal of experimental child psychology.

[40]  W. S. Rholes,et al.  Emotional states and memory biases: effects of cognitive priming and mood. , 1987, Journal of personality and social psychology.

[41]  Brian A. Nosek,et al.  Understanding and Using the Implicit Association Test: II. Method Variables and Construct Validity , 2005, Personality & social psychology bulletin.

[42]  S. Messick The Interplay of Evidence and Consequences in the Validation of Performance Assessments , 1994 .

[43]  Sandra A. McIntire,et al.  Foundations of Psychological Testing , 1999 .

[44]  Scott L. Hershberger,et al.  The Growth of Structural Equation Modeling: 1994-2001 , 2003 .

[45]  Joanna S. Gorin,et al.  Improving Construct Validity with Cognitive Psychology Principles. , 2001 .

[46]  Brenda R. J. Jansen,et al.  Statistical Test of the Rule Assessment Methodology by Latent Class Analysis , 1997 .

[47]  K. Maccorquodale,et al.  On a distinction between hypothetical constructs and intervening variables. , 1948, Psychological review.

[48]  Nancy L. Leech,et al.  The Meaning of Validity in the New Standards for Educational and Psychological Testing: , 2003 .

[49]  David C. McClelland,et al.  How Do Self-Attributed and Implicit Motives Differ?. , 1989 .

[50]  L. Eyde,et al.  Psychological testing and psychological assessment. A review of evidence and issues. , 2001, The American psychologist.

[51]  J. P. Guilford,et al.  New Standards For Test Evaluation , 1946 .

[52]  R. Wyer,et al.  The impact of negative affect on responses to affect-regulatory experiences , 2008 .

[53]  M. Kane Current Concerns in Validity Theory , 2001 .

[54]  C. Steele,et al.  Stereotype threat and the intellectual test performance of African Americans. , 1995, Journal of personality and social psychology.

[55]  Heather H. Koons,et al.  Sources of Validity Evidence for Educational and Psychological Tests , 2008 .

[56]  R. Schumacker,et al.  A beginner's guide to structural equation modeling, 2nd ed. , 2004 .

[57]  B. Major,et al.  The social psychology of stigma. , 2005, Annual review of psychology.

[58]  Kenneth A. Bollen,et al.  Causal Indicator Models: Identification, Estimation, and Testing , 2009 .

[59]  A. Tomarken,et al.  Structural equation modeling: strengths, limitations, and misconceptions. , 2005, Annual review of clinical psychology.

[60]  R. Buehler,et al.  The impact of negative affect on autobiographical memory: the role of self-focused attention to moods. , 1998, Journal of personality and social psychology.

[61]  John W. Young,et al.  Differential Validity, Differential Prediction,and College Admission Testing: A Comprehensive Review and Analysis , 2001 .

[62]  M B Keller,et al.  Personality and Depression: Empirical Findings , 1983 .

[63]  J. Butcher Clinical personality assessment : practical approaches , 1995 .

[64]  Thomas P. Hogan,et al.  An Empirical Study of Reporting Practices Concerning Measurement Validity , 2004 .

[65]  J. L. Sanders,et al.  Directory of Unpublished Experimental Mental Measures , 1974 .

[66]  Michael T. Kane,et al.  An argument-based approach to validity. , 1992 .

[67]  W. Mischel Convergences and challenges in the search for consistency. , 1984 .

[68]  G. Klerman,et al.  A measure of interpersonal dependency. , 1977, Journal of personality assessment.

[69]  K. Machover,et al.  Personality Projection in the Drawing of the Human Figure , 1978 .

[70]  R. Rosenthal,et al.  Covert Communication in Laboratories, Classrooms, and the Truly Real World , 2003 .

[71]  G. Meyer,et al.  The Rorschach and MMPI: toward a more scientifically differentiated understanding of cross-method assessment. , 1996, Journal of personality assessment.

[72]  D. Hagemann,et al.  A Simplified Estimation of Latent State—Trait Parameters , 2008 .

[73]  M. Montgomery,et al.  The Effects of Assessment Feedback on Rapport- Building and Self-Enhancement Processes. , 2003 .

[74]  R. Bornstein Criterion validity of objective and projective dependency tests: A meta-analytic assessment of behavioral prediction. , 1999 .

[75]  D. Borsboom,et al.  The concept of validity. , 2004, Psychological review.

[76]  T. Achenbach,et al.  National survey of problems and competencies among four- to sixteen-year-olds: parents' reports for normative and clinical samples. , 1991, Monographs of the Society for Research in Child Development.

[77]  Pamela Meersand Psychological testing and the analytically trained child psychologist. , 2011 .

[78]  L. Cronbach,et al.  Construct validity in psychological tests. , 1955, Psychological bulletin.

[79]  S. Bem The measurement of psychological androgyny. , 1974, Journal of consulting and clinical psychology.

[80]  G. Meyer On the integration of personality assessment methods: the Rorschach and MMPI. , 1997, Journal of personality assessment.

[81]  Herbert A. Meyer,et al.  Mood influences on automatic and controlled semantic priming. , 1998, The American journal of psychology.

[82]  Richard G. Lomax,et al.  A Beginner's Guide to Structural Equation Modeling , 2022 .

[83]  Alija Kulenović,et al.  Standards for Educational and Psychological Testing , 1999 .

[84]  Robert J. Mislevy,et al.  Validity by Design , 2007 .

[85]  L. Bender A VISUAL MOTOR GESTALT TEST AND ITS CLINICAL USE , 1940 .