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Multistudy Report

Measuring Self-Control in International Large-Scale Surveys

Development and Validation of a Four-Item Scale in English, French, German, Japanese, Polish, and Spanish

Published Online:https://doi.org/10.1027/1015-5759/a000618

Abstract. Self-control – that is, the ability to control impulses, emotions, or actions in order to achieve goals – is associated with a broad range of positive life outcomes, such as educational attainment and health. The present study describes the development and validation of a four-item self-control scale in English, French, German, Japanese, Polish, and Spanish. We used a sample comprising 973 survey respondents from the United States to select the scale items, and a sample comprising 5,557 respondents from six countries to validate the short scale. Results suggest that with just four items, self-control can be measured in a valid, partially scalar invariant, and time-efficient way, and can be adjusted for acquiescence.

References

  • Barratt, E. S. (1993). Impulsivity: Integrating cognitive, behavioral, biological, and environmental data. In W. G. McCownJ. L. JohnsonM. B. ShureEds., The impulsive client: Theory, research, and treatment (pp. 39–56). American Psychological Association. First citation in articleGoogle Scholar

  • Baumeister, R. F., Vohs, K. D., & Tice, D. M. (2007). The strength model of self-control. Current Directions in Psychological Science, 16(6), 351–355. https://doi.org/10.1111/j.1467-8721.2007.00534.x First citation in articleCrossrefGoogle Scholar

  • Billiet, J., & McClendon, M. (2000). Modeling acquiescence in measurement models for two balanced sets of items. Structural Equation Modeling, 7, 608–628. https://doi.org/10.1207/S15328007SEM0704_5 First citation in articleCrossrefGoogle Scholar

  • Brandon, J. E., Oescher, J., & Loftin, J. M. (1990). The Self-Control Questionnaire: An assessment. Health Values, 14, 3–9. First citation in articleGoogle Scholar

  • Buss, A. H., & Plomin, R. (1975). A temperament theory of personality development, Wiley-Interscience. First citation in articleGoogle Scholar

  • Chen, F. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Structural Equation Modeling, 14(3), 464–504. https://doi.org/10.1080/10705510701301834 First citation in articleCrossrefGoogle Scholar

  • Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Erlbaum. First citation in articleGoogle Scholar

  • Converse, P. D., Pathak, J., DePaul-Haddock, A. M., Gotlib, T., & Merbedone, M. (2012). Controlling your environment and yourself: Implications for career success. Journal of Vocational Behavior, 80(1), 148–159. https://doi.org/10.1016/j.jvb.2011.07.003 First citation in articleCrossrefGoogle Scholar

  • Converse, P. D., Thackray, M., Piccone, K., Sudduth, M. M., Tocci, M. C., & Miloslavic, S. A. (2016). Integrating self-control with physical attractiveness and cognitive ability to examine pathways to career success. Journal of Occupational and Organizational Psychology, 89(1), 73–91. https://doi.org/10.1111/joop.12107 First citation in articleCrossrefGoogle Scholar

  • Costa, P. T., & McCrae, R. R. (1992). Revised NEO Personality Inventory (NEO PI-R) and NEO Five-Factor Inventory (NEO-FFI): Professional manual, Psychological Assessment Resources. First citation in articleGoogle Scholar

  • Danner, D., Aichholzer, J., & Rammstedt, B. (2015). Acquiescence in personality questionnaires: Relevance, domain specificity, and stability. Journal of Research in Personality, 57, 119–130. https://doi.org/10.1016/j.jrp.2015.05.004 First citation in articleCrossrefGoogle Scholar

  • Dickman, S. J. (1990). Functional and dysfunctional impulsivity: Personality and cognitive correlates. Journal of Personality and Social Psychology, 58(1), 95–102. https://doi.org/10.1037/0022-3514.58.1.95 First citation in articleCrossrefGoogle Scholar

  • Duckworth, A. L., & Seligman, M. E. P. (2005). Self-discipline outdoes IQ in predicting academic performance of adolescents. Psychological Science, 16(12), 939–944. https://doi.org/10.1111/j.1467-9280.2005.01641.x First citation in articleCrossrefGoogle Scholar

  • Eysenck, H. J., & Eysenck, M. W. (1985). Personality and individual differences: A natural science approach, Plenum. First citation in articleCrossrefGoogle Scholar

  • Feldman, S. C., Martinez-Pons, M., & Shaham, D. (1995). The relationship of self-efficacy, self-regulation, and collaborative verbal behavior with grades: Preliminary findings. Psychological Reports, 77(3, Pt 1), 971–978. https://doi.org/10.2466/pr0.1995.77.3.971 First citation in articleCrossrefGoogle Scholar

  • Gignac, G. E., & Szodorai, E. T. (2016). Effect size guidelines for individual differences researchers. Personality and Individual Differences, 102, 74–78. https://doi.org/10.1016/j.paid.2016.06.069 First citation in articleCrossrefGoogle Scholar

  • Grasmick, H. G., Tittle, C. R., Bursik, R. J., & Arneklev, B. J. (1993). Testing the core empirical implications of Gottfredson and Hirschi’s General Theory of Crime. Journal of Research in Crime and Delinquency, 30(1), 5–29. https://doi.org/10.1177/0022427893030001002 First citation in articleCrossrefGoogle Scholar

  • Harkness, J. (2003). Questionnaire translation. In J. HarknessF. Van de VijverP. MohlerEds., Cross-cultural survey methods (pp. 35–56). Wiley. First citation in articleGoogle Scholar

  • Jackson, D. N. (1984). Personality research from manual, Research Psychologists Press. First citation in articleGoogle Scholar

  • Lynam, D. R., Smith, G. T., Whiteside, S. P., & Cyders, M. A. (2006). The UPPS-P: Assessing five personality pathways to impulsive behavior. (Technical report). Purdue University. First citation in articleGoogle Scholar

  • McCrae, R. R., Kurtz, J. E., Yamagata, S., & Terracciano, A. (2011). Internal consistency, retest reliability, and their implications for personality scale validity. Personality and Social Psychology Review, 15(1), 28–50. https://doi.org/10.1177/1088868310366253 First citation in articleCrossrefGoogle Scholar

  • McDonald, R. P. (1999). Test theory: A unified approach, Erlbaum. First citation in articleGoogle Scholar

  • McNeish, D. (2018). Thanks coefficient alpha, we’ll take it from here. Psychological Methods, 23(3), 412–433. https://doi.org/10.1037/met0000144 First citation in articleCrossrefGoogle Scholar

  • Nießen, D., Partsch, M. V., Kemper, C. J., & Rammstedt, B. (2019). An English-language adaptation of the Social Desirability – Gamma Short Scale (KSE-G). Measurement Instruments for the Social Sciences, 1, Article 2. https://doi.org/10.1186/s42409-018-0005-1 First citation in articleCrossrefGoogle Scholar

  • O’Gorman, J. G., & Baxter, E. (2002). Self-control as a personality measure. Personality and Individual Differences, 32(3), 533–539. https://doi.org/10.1016/S0191-8869(01)00055-1 First citation in articleCrossrefGoogle Scholar

  • Organisation for Economic Co-operation and Development. (2013). PISA 2012 assessment and analytical framework. Mathematics, reading, science, problem solving and financial literacy, OECD Publishing. First citation in articleGoogle Scholar

  • Organisation for Economic Co-operation and Development. (2018a). Programme for the International Assessment of Adult Competencies (PIAAC), English Pilot Study on Non-Cognitive Skills (ZA6940 Data file Version 1.0.0). GESIS Data Archive. https://doi.org/10.4232/1.13062 First citation in articleGoogle Scholar

  • Organisation for Economic Co-operation and Development. (2018b). Programme for the International Assessment of Adult Competencies (PIAAC), International Pilot Study on Non-Cognitive Skills (ZA6941 Data file Version 1.0.0). GESIS Data Archive. OECD. https://doi.org/10.4232/1.13063 First citation in articleGoogle Scholar

  • Patton, J. H., Stanford, M. S., & Barratt, E. S. (1995). Factor structure of the Barratt Impulsiveness Scale. Journal of Clinical Psychology, 51(6), 768–774. https://doi.org/10.1002/1097-4679(199511)51:63.0.co;2-1 First citation in articleCrossrefGoogle Scholar

  • Peluso, T., Ricciardelli, L. A., & Williams, R. J. (1999). Self-control in relation to problem drinking and symptoms of disordered eating. Addictive Behaviors, 24(3), 439–442. https://doi.org/10.1016/S0306-4603(98)00056-2 First citation in articleCrossrefGoogle Scholar

  • Rammstedt, B., Goldberg, L. R., & Borg, I. (2010). The measurement equivalence of Big Five factor markers for persons with different levels of education. Journal of Research in Personality, 44(4), 53–61. https://doi.org/10.1016/j.jrp.2009.10.005 First citation in articleCrossrefGoogle Scholar

  • Roberts, B. W., Lejuez, C., Krueger, R. F., Richards, J. M., & Hill, P. L. (2014). What is conscientiousness and how can it be assessed? Developmental Psychology, 50(5), 1315–1330. https://doi.org/10.1037/a0031109 First citation in articleCrossrefGoogle Scholar

  • Roberts, B. W., Walton, K. E., & Bogg, T. (2005). Conscientiousness and health across the life course. Review of General Psychology, 9(2), 156–168. https://doi.org/10.1037/1089-2680.9.2.156 First citation in articleCrossrefGoogle Scholar

  • Smith, G. T., McCarthy, D. M., & Anderson, K. G. (2000). On the sins of short-form development. Psychological Assessment, 12(1), 102–111. https://doi.org/10.1037/1040-3590.12.1.102 First citation in articleCrossrefGoogle Scholar

  • Soto, C., & John, O. (2017). The next Big Five Inventory (BFI-2): Developing and assessing a hierarchical model with 15 facets to enhance bandwidth, fidelity, and predictive power. Journal of Personality and Social Psychology, 113, 117–143. https://doi.org/10.1037/pspp0000096 First citation in articleCrossrefGoogle Scholar

  • Tangney, J. P., Baumeister, R. F., & Boone, A. L. (2004). High self-control predicts good adjustment, less pathology, better grades, and interpersonal success. Journal of Personality, 72(2), 271–324. https://doi.org/10.1111/j.0022-3506.2004.00263.x First citation in articleCrossrefGoogle Scholar

  • The International Cognitive Ability Resource Team. (2014). ICAR Verbal Reasoning Test. https://icar-project.com/ First citation in articleGoogle Scholar

  • Tellegen, A. (1982). Brief manual for the Multidimensional Personality Questionnaire (Unpublished manuscript). University of Minnesota. First citation in articleGoogle Scholar

  • Whiteside, S. P., & Lynam, D. R. (2001). The five factor model and impulsivity: Using a structural model of personality to understand impulsivity. Personality and Individual Differences, 30(4), 669–689. https://doi.org/10.1016/S0191-8869(00)00064-7 First citation in articleCrossrefGoogle Scholar

  • Zuckerman, M. (1994). Behavioral expressions and biosocial bases of sensation seeking, Cambridge University Press. First citation in articleGoogle Scholar

  • Zuckerman, M., Kuhlman, D. M., Joireman, J., Teta, P., & Kraft, M. (1993). A comparison of three structural models for personality: The Big Three, the Big Five, and the Alternative Five. Journal of Personality and Social Psychology, 65(4), 757–768. https://doi.org/10.1037/0022-3514.65.4.757 First citation in articleCrossrefGoogle Scholar