The validity of ipsative and quasi-ipsative forced-choice personality inventories for different occupational groups: A comprehensive meta-analysis
Abstract
A comprehensive meta‐analysis of two types of forced‐choice ( FC ) personality inventories (ipsative and quasi‐ipsative) across nine occupational groups (Clerical, Customer Service, Health Care, Managerial, Military, Police, Sales, Skilled Manual, and Supervisory) is reported. Quasi‐ipsative measures showed substantially higher operational validity coefficients and validity generalization across all occupations than ipsative measures. Results also showed that, compared with the findings of previous meta‐analyses, quasi‐ipsative personality inventories are better predictors of job performance than previously thought and that operational validities for ipsative measures are notably congruent with past findings. We conclude that quasi‐ipsative scale formats are superior for predicting job performance for all occupational groups. Theoretical and practical implications of these findings for personnel selection are discussed in . Practitioner points Personality inventories have been widely used in personnel selection, but it was thought that their predictive validity was small. We found that they are substantially more valid than was previously thought. The traditional opinion among researchers in I/O psychology is that single‐stimulus personality inventories (e.g., normative Likert‐type scales) have superior predictive validity to FC personality questionnaires (e.g., ipsative inventories), but our research findings suggest that this is not true for quasi‐ipsative inventories. In comparison with ipsative and normative personality inventories, quasi‐ipsative personality inventories showed higher predictive validity regardless of occupational group. Based on our results, we recommend the use of quasi‐ipsative FC personality measures in personnel selection decisions regardless of the occupation group being recruited for.
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QIFC is the type of forced-choice inventory whose predictive validity has been most extensively studied.
“in this study we have focused on QIFC inventories because this is the type of FC whose predictive validity has been most extensively studied”
From A Meta-analysis of the Relationship between Cognitive Intelligence and the Big Five Assessed by Quasi-Ipsative Forced-choice Personality Inventories: Implications for Predicting Job Performance (2025) · cites this paper as Salgado et al., 2015
Salgado and Táuriz (2014), Salgado et al. (2015), Salgado (2017a), and Fisher et al. (2019) found a corrected validity of .39 for conscientiousness.
“Salgado and Tauriz (2014), Salgado et al. (2015), Salgado (2017a) and Fisher et al. (2019) found a corrected validity of .39.”
From A Meta-analysis of the Relationship between Cognitive Intelligence and the Big Five Assessed by Quasi-Ipsative Forced-choice Personality Inventories: Implications for Predicting Job Performance (2025) · cites this paper as Salgado et al., 2015
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AN EVALUATION OF ALTERNATE SCORING METHODS FOR THE MIXED STANDARD SCALE
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PERSONALITY CORRELATES OF SUPERVISORY RATINGS
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Kreitchmann, R. S., Abad, F. J., Ponsoda, V., Nieto, M. D., & Morillo, D. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.02309 · Cited by 269 · see citing works
A century of research on conscientiousness at work
Wilmot, M. P., & Ones, D. S. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1908430116 · Cited by 215 · see citing works
Fisher, P., Robie, C., Christiansen, N., Speer, A., & Schneider, L. (2019) · Personnel Assessment and Decisions · doi:10.25035/pad.2019.01.003 · Cited by 31 · see citing works
Otero, I., Cuadrado, D., & Martínez, A. (2020) · Revista de Psicología del Trabajo y de las Organizaciones · doi:10.5093/jwop2020a17 · Cited by 16 · see citing works
Martínez, A., Salgado, J. F., & Lado, M. (2022) · Revista de Psicología del Trabajo y de las Organizaciones · doi:10.5093/jwop2022a16 · Cited by 11 · see citing works
Self-citationMartínez, A., Lado, M., Cuadrado, D., & Salgado, J. F. (2025) · Journal of Work and Organizational Psychology · doi:10.5093/jwop2025a3 · Cited by 1 · see citing works
Self-citation
- Authors
- Salgado, J. F., Anderson, N., & Tauriz, G.
- Affiliations
- Universidade de Santiago de Compostela (ES)
- Brunel University of London (GB)
- Faculty of Labour Relations University of Santiago de Compostela Spain
- Corresponding author
- Salgado, Jesús F.
- Venue
- Journal of Occupational and Organizational Psychology
- Publisher
- Wiley
- Published
- 2014-12-17
- Volume
- 88
- Issue
- 4
- Pages
- 797-834
- ISSN
- 0963-1798 (ISSN-L)
- 2044-8325
- OpenAlex
- W1938571837
- Cited by
- 138
- References
- 135
- Citations by year
- 2026: 5 · 2025: 4 · 2024: 10 · 2023: 9 · 2022: 9 · 2021: 14 · 2020: 48 · 2019: 13 · 2018: 4 · 2017: 12 · 2016: 5 · 2015: 5
- FWCI
- 11.44
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Occupational and Organizational Psychology (publishedVersion)
- Bradford Scholars (University of Bradford) (submittedVersion)
- Brunel University Research Archive (BURA) (Brunel University London) (submittedVersion)
- Funders
- Ministerio de Economía y Competitividad (PSI2011‐27943)
- Leverhulme Trust (IN‐2012‐095)
- Topics
- Social Sciences › Psychology › Applied Psychology › Psychological Testing and Assessment
- Social Sciences › Psychology › Clinical Psychology › Personality Traits and Psychology
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Keywords
- predictive validity, job performance prediction, personnel selection, occupational groups, validity generalization
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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