Grit’s Incremental Validity over Non-Cognitive Predictors of Job-Relevant Outcomes

Authors

  • Bianca Iancu a:1:{s:5:"en_US";s:71:"Faculty of Psychology and Educational Sciences, University of Bucharest";}
  • Andrei Ion Faculty of Psychology and Educational Sciences, University of Bucharest, Bucharest, Romania https://orcid.org/0000-0003-0420-6201

DOI:

https://doi.org/10.24837/pru.v21i1.522

Keywords:

grit, personality, core self-evaluations, job satisfaction, counter-productive work behaviors, performance

Abstract

This study analyzes grit's validity in predicting several work-relevant outcomes (in-role performance, counter-productive work behaviors, job satisfaction) over the Five-Factor Model, and core self-evaluations. Hierarchical regression analyses were used in order to estimate grit's incremental validity over the canonical five-factor dimensions and core-self-evaluation. Findings indicate that grit does not explain significant amounts of variance in job-related outcomes.

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References

Bazelais, P., Lemay, D. J., & Doleck, T. (2016). How Does Grit Impact College Students’ Academic Achievement in Science? European Journal of Science and Mathematics Education, 4(1), 33–43.

Bono, J. E., & Judge, T. A. (2003). Core self-evaluations: a review of the trait and its role in job satisfaction and job performance. European Journal of Personality, 17(S1), S5–S18. https://doi.org/10.1002/per.481

Borkenau, P., & Ostendorf, F. (1990). Comparing exploratory and confirmatory factor analysis: A study on the 5-factor model of personality. Personality and Individual Differences, 11(5), 515–524.

Chang, C. H., Ferris, D. L., Johnson, R. E., Rosen, C. C., & Tan, J. A. (2012). Core self-evaluations: A review and evaluation of the literature. Journal of Management, 38(1), 81–128. https://doi.org/10.1177/0149206311419661

Church, A. T., & Burke, P. J. (1994). Exploratory and confirmatory tests of the big five and Tellegen’s three- and four-dimensional models. Journal of Personality and Social Psychology, 66(1), 93–114.

Ciaccio, J. B. (2019). Should We Give a Grit About Movement? Examining the Relationships Among Mindset, Grit, Self-Efficacy, and Exercise Behavior (Doctoral dissertation, Temple University. Libraries).

Costa, P. T., & McCrae, R. R. (1992). Normal Personality Assessment in Clinical Practice: The NEO Personality Inventory. Psychological Assessment, 4(1), 5–13.

Credé, M., Tynan, M. C., & Harms, P. D. (2017). Much ado about grit: A meta-analytic synthesis of the grit literature. Journal of Personality and Social Psychology, 113(3), 492–511. https://doi.org/10.1037/pspp0000102

Debusscher, J., Hofmans, J., & De Fruyt, F. (2016). The effect of state core self-evaluations on task performance, organizational citizenship behaviour, and counterproductive work behaviour. European Journal of Work and Organizational Psychology, 25(2), 301–315. https://doi.org/10.1080/1359432X.2015.1063486

Duckworth, A. L. (2013). The key to success? Grit. Retrieved from https://ed.ted.com/on/1xgK6Cat

Duckworth, A. L. (2016). Grit: The Power of Passion and Perseverance (1 edition). Scribner.

Duckworth, A. L., & Eskreis-Winkler, L. (2013). True Grit. APS Observer, 26(4). Retrieved from https://www.psychologicalscience.org/observer/true-grit

Duckworth, A. L., & Quinn, P. D. (2009). Development and validation of the short grit scale (grit-s). Journal of Personality Assessment, 91(2), 166–174. https://doi.org/10.1080/00223890802634290

Duckworth, A. L., Peterson, C., Matthews, M. D., & Kelly, D. R. (2007). Grit: perseverance and passion for long-term goals. Journal of Personality and Social Psychology, 92(6), 1087–1101. https://doi.org/10.1037/0022-3514.92.6.1087

Duckworth, A. L., Quinn, P. D., & Seligman, M. E. P. (2009). Positive predictors of teacher effectiveness. The Journal of Positive Psychology, 4(6), 540–547. https://doi.org/10.1080/17439760903157232

Erez, A., & Judge, T. A. (2001). Relationship of core self-evaluations to goal setting, motivation, and performance. The Journal of Applied Psychology, 86(6), 1270–1279.

Eskreis-Winkler, L., Shulman, E. P., Beal, S. A., & Duckworth, A. L. (2014). The grit effect: predicting retention in the military, the workplace, school and marriage. Frontiers in Psychology, 5. https://doi.org/10.3389/fpsyg.2014.00036

Guion, R. M., & Gottier, R. F. (1965). Validity Of Personality Measures In Personnel Selection. Personnel Psychology, 18(2), 135–164. https://doi.org/10.1111/j.1744-6570.1965.tb00273.x

Hambleton. (2005). Issues, designs and technical guidelines for adapting tests into multiple languages and cultures. In R. K. Hambleton, P. F. Merenda, & C. D. Spielberger (Eds.), Adapting Educational and Psychological Tests for Cross-Cultural Assessment (1 edition). Mahwah, N.J: Psychology Press.

Hogan, J., & Holland, B. (2003). Using theory to evaluate personality and job-performance relations: a socioanalytic perspective. The Journal of Applied Psychology, 88(1), 100–112.

Hough, L. M., Oswald, F. L., & Ployhart, R. E. (2001). Determinants, Detection and Amelioration of Adverse Impact in Personnel Selection Procedures: Issues, Evidence and Lessons Learned. International Journal of Selection and Assessment, 9(1–2), 152–194. https://doi.org/10.1111/1468-2389.00171

Ion, A., Mindu, A., & Gorbănescu, A. (2017). Grit in the workplace: Hype or ripe? Personality and Individual Differences, 111, 163–168. https://doi.org/10.1016/j.paid.2017.02.012

Ivcevic, Z., & Brackett, M. (2014). Predicting school success: Comparing conscientiousness, grit, and emotion regulation ability. Journal of Research in Personality, 52, 29–36.

Judge, T. A., & Bono, J. E. (2001). Relationship of Core Self-Evaluations Traits - Self-Esteem, Generalized Self-Efficacy, Locus of Control, and Emotional Stability - with Job Satisfaction and Job Performance: A Meta-Analysis. The Journal of Applied Psychology, 86(1), 80–92.

Judge, T. A., & Kammeyer-Mueller, J. D. (2011). Implications of core self-evaluations for a changing organizational context. Human Resource Management Review, 21(4), 331–341. https://doi.org/10.1016/j.hrmr.2010.10.003

Judge, T. A., Bono, J. E., Erez, A., & Locke, E. A. (2005). Core Self-Evaluations and Job and Life Satisfaction: The Role of Self-Concordance and Goal Attainment. Journal of Applied Psychology, 90(2), 257–268. https://doi.org/10.1037/0021-9010.90.2.257

Judge, T. A., Erez, A., Bono, J. E., & Thoresen, C. J. (2002). Are measures of self-esteem, neuroticism, locus of control, and generalized self-efficacy indicators of a common core construct? Journal of Personality and Social Psychology, 83(3), 693–710. https://doi.org/10.1037//0022-3514.83.3.693

Judge, T. A., Erez, A., Bono, J. E., & Thoresen, C. J. (2003). The Core Self-Evaluations Scale: Development of a Measure. Personnel Psychology, 56(2), 303–331. https://doi.org/10.1111/j.1744-6570.2003.tb00152.x

Judge, T. A., Heller, D., & Klinger, R. (2008). The Dispositional Sources of Job Satisfaction: A Comparative Test. Applied Psychology, 57(3), 361–372. https://doi.org/10.1111/j.1464-0597.2007.00318.x

Judge, T. A., Klinger, R., Simon, L. S., & Yang, I. W. F. (2008). The Contributions of Personality to Organizational Behavior and Psychology: Findings, Criticisms, and Future Research Directions. Social and Personality Psychology Compass, 2(5), 1982–2000. https://doi.org/10.1111/j.1751-9004.2008.00136.x

Judge, T. A., Locke, E. A., Durham, C. C., & Kluger, A. N. (1998). Dispositional effects on job and life satisfaction: the role of core evaluations. The Journal of Applied Psychology, 83(1), 17–34.

Judge, T. A., Rodell, J. B., Klinger, R. L., Simon, L. S., & Crawford, E. R. (2013). Hierarchical representations of the five-factor model of personality in predicting job performance: integrating three organizing frameworks with two theoretical perspectives. The Journal of Applied Psychology, 98(6), 875–925. https://doi.org/10.1037/a0033901

Judge, T. A., Van Vianen, A. E. M., & De Pater, I. E. (2004). Emotional Stability, Core Self-Evaluations, and Job Outcomes: A Review of the Evidence and an Agenda for Future Research. Human Performance, 17(3), 325–346. https://doi.org/10.1207/s15327043hup1703_4

Kim, M., Lee, J., & Kim, J. (2019). The role of grit in enhancing job performance of frontline employees: the moderating role of organizational tenure. In Advances in Hospitality and Leisure. Emerald Publishing Limited.

Lam, K. K. L., & Zhou, M. (2022). Grit and academic achievement: A comparative cross-cultural meta-analysis. Journal of Educational Psychology, 114(3), 597- 621. https://doi.org/10.1037/edu0000699

Le, H., Oh, I.-S., Robbins, S. B., Ilies, R., Holland, E., & Westrick, P. (2011). Too much of a good thing: curvilinear relationships between personality traits and job performance. The Journal of Applied Psychology, 96(1), 113–133. https://doi.org/10.1037/a0021016

Lee, K., Ashton, M. C., & Vries, R. E. de. (2005). Predicting Workplace Delinquency and Integrity with the HEXACO and Five-Factor Models of Personality Structure. Human Performance, 18(2), 179–197. https://doi.org/10.1207/s15327043hup1802_4

Lucas, G. M., Gratch, J., Cheng, L., & Marsella, S. (2015). When the going gets tough: Grit predicts costly perseverance. Journal of Research in Personality, 59. Retrieved from http://ict.usc.edu/pubs/When%20the%20going%20gets%20tough-Grit%20predicts%20costly%20perseverance.pdf

Minbashian, A., Earl, J., & Bright, J. E. H. (2013). Openness to Experience as a Predictor of Job Performance Trajectories. Applied Psychology, 62(1), 1–12. https://doi.org/10.1111/j.1464-0597.2012.00490.x

Morgeson, F. P., Campion, M. A., Dipboye, R. L., Hollenbeck, J. R., Murphy, K., & Schmitt, N. (2007). Reconsidering the use of personality tests in personnel selection contexts. Personnel Psychology, 683–729.

Murphy, K. R. (2005). Why Don’t Measures of Broad Dimensions of Personality Perform Better As Predictors of Job Performance? Human Performance, 18(4), 343–357. https://doi.org/10.1207/s15327043hup1804_2

Muthén, L.K. and Muthén, B.O. (1998-2017). Mplus User’s Guide. Eighth Edition. Los Angeles, CA: Muthén & Muthén.

Ones, D. S., Dilchert, S., Viswesvaran, C., & Judge, T. A. (2007). In support of personality assessment in organizational settings. Personnel Psychology, 60(4), 995–1027. https://doi.org/10.1111/j.1744-6570.2007.00099.x

Ployhart, R. E., Wiechmann, D., Schmitt, N., Sacco, J. M., & Rogg, K. (2003). The Cross-Cultural Equivalence of Job Performance Ratings. Human Performance, 16(1), 49–79. https://doi.org/10.1207/S15327043HUP1601_3

Rimfeld, K., Kovas, Y., Dale, P. S., & Plomin, R. (2016). True grit and genetics: Predicting academic achievement from personality. Journal of Personality and Social Psychology, 111(5), 780–789. https://doi.org/10.1037/pspp0000089

Sackett, P. R., & Lievens, F. (2008). Personnel Selection. Annual Review of Psychology, 59(1), 419–450. https://doi.org/10.1146/annurev.psych.59.103006.093716

Schmidt, F. L., & Hunter, J. E. (1998). The validity and utility of selection methods in personnel psychology: Practical and theoretical implications of 85 years of research findings. Psychological Bulletin, 124(2), 262.

Schmidt, F. L., Shaffer, J. A., & Oh, I.-S. (2008). Increased Accuracy for Range Restriction Corrections: Implications for the Role of Personality and General Mental Ability in Job and Training Performance. Personnel Psychology, 61(4), 827–868. https://doi.org/10.1111/j.1744-6570.2008.00132.x

Schmidt, F. T., Nagy, G., Fleckenstein, J., Möller, J., & Retelsdorf, J. A. N. (2018). Same same, but different? Relations between facets of conscientiousness and grit. European journal of personality, 32(6), 705-720.

Schneider, R. J., Hough, L. M., & Dunnette, M. D. (1996). Broadsided by broad traits: How to sink science in five dimensions or less. Journal of Organizational Behavior, 17, 639-655. https://doi.org/10.1002/(SICI)1099-1379(199611)17:6<639::AID-JOB3828>3.0.CO;2-9

Southwick, D. A., Tsay, C. J., & Duckworth, A. L. (2019). Grit at work. Research in Organizational Behavior, 39, 100126.

Spector, P. E., Bauer, J. A., & Fox, S. (2010). Measurement artifacts in the assessment of counterproductive work behavior and organizational citizenship behavior: do we know what we think we know? The Journal of Applied Psychology, 95(4), 781–790. https://doi.org/10.1037/a0019477

Stoffel, J. M., & Cain, J. (2018). Review of grit and resilience literature within health professions education. American Journal of Pharmaceutical Education, 82(2).

Usher, E. L., Li, C. R., Butz, A. R., & Rojas, J. P. (2019). Perseverant grit and self-efficacy: Are both essential for children’s academic success? Journal of Educational Psychology, 111(5), 877–902. https://doi.org/10.1037/edu0000324

Von Culin, K. R., Tsukayama, E., & Duckworth, A. L. (2014). Unpacking grit: Motivational correlates of perseverance and passion for long-term goals. The Journal of Positive Psychology, 9(4), 306–312. https://doi.org/10.1080/17439760.2014.898320

Werner, K. M., Milyavskaya, M., Klimo, R., & Levine, S. L. (2019). Examining the unique and combined effects of grit, trait self-control, and conscientiousness in predicting motivation for academic goals: A commonality analysis. Journal of Research in Personality, 81, 168-175.

Williams, L. J., & Anderson, S. E. (1991). Job Satisfaction and Organizational Commitment as Predictors of Organizational Citizenship and In-Role Behaviors. Journal of Management, 17(3), 601–617. https://doi.org/10.1177/014920639101700305

Woods, S. A., Lievens, F., De Fruyt, F., & Wille, B. (2013). Personality across working life: The longitudinal and reciprocal influences of personality on work. Journal of Organizational Behavior, 34(S1), S7–S25. https://doi.org/10.1002/job.1863

Zisman, C., & Ganzach, Y. (2021). In a representative sample grit has a negligible effect on educational and economic success compared to intelligence. Social Psychological and Personality Science, 12(3), 296-303.

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Published

2023-05-28

How to Cite

Iancu, B., & Ion, A. (2023). Grit’s Incremental Validity over Non-Cognitive Predictors of Job-Relevant Outcomes. Psihologia Resurselor Umane, 21(1). https://doi.org/10.24837/pru.v21i1.522

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Section

Human resources management in practice