Measuring Self-Control in International Large-Scale Surveys
Development and Validation of a Four-Item Scale in English, French, German, Japanese, Polish, and Spanish
Abstract
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
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.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
(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
(1990). The Self-Control Questionnaire: An assessment. Health Values, 14, 3–9.
(1975). A temperament theory of personality development, Wiley-Interscience.
(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
(1988). Statistical power analysis for the behavioral sciences (2nd ed.). Erlbaum.
(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
(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
(1992). Revised NEO Personality Inventory (NEO PI-R) and NEO Five-Factor Inventory (NEO-FFI): Professional manual, Psychological Assessment Resources.
(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
(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
(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
(1985). Personality and individual differences: A natural science approach, Plenum.
(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
(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
(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
(2003).
(Questionnaire translation . In J. HarknessF. Van de VijverP. MohlerEds., Cross-cultural survey methods (pp. 35–56). Wiley.1984). Personality research from manual, Research Psychologists Press.
(2006). The UPPS-P: Assessing five personality pathways to impulsive behavior. (Technical report). Purdue University.
(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
(1999). Test theory: A unified approach, Erlbaum.
(2018). Thanks coefficient alpha, we’ll take it from here. Psychological Methods, 23(3), 412–433. https://doi.org/10.1037/met0000144
(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
(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
(2013). PISA 2012 assessment and analytical framework. Mathematics, reading, science, problem solving and financial literacy, OECD Publishing.
. (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
. (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
. (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
(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
(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
(2014). What is conscientiousness and how can it be assessed? Developmental Psychology, 50(5), 1315–1330. https://doi.org/10.1037/a0031109
(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
(2000). On the sins of short-form development. Psychological Assessment, 12(1), 102–111. https://doi.org/10.1037/1040-3590.12.1.102
(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
(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
(2014). ICAR Verbal Reasoning Test. https://icar-project.com/
. (1982). Brief manual for the Multidimensional Personality Questionnaire (Unpublished manuscript). University of Minnesota.
(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
(1994). Behavioral expressions and biosocial bases of sensation seeking, Cambridge University Press.
(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
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