Psychometric Properties and Factor Structure of Persian Version of Regret-Based Decision-Making Style Scale
Subject Areas : Educational Psychologyهاشم Jebraeili 1 , Tannaz Seydi 2 , Mahsa Feleghari 3
1 - Kermanshah
2 - Kermanshah
3 - Kermanshah
Keywords: Depression, impulsivity, Stress, Decision-making style, anxiety, Anticipated Regret,
Abstract :
Considering the need to provide valid tools and test their usability, present study aimed to determine psychometric properties and factor structure of Persian version of regret-based decision-making style scale. The current research is an analytical cross-sectional study. The statistical population consisted of students from Kermanshah universities. From this population 400 people were selected through available sampling and they were assessed employing short version of the UPPS-P Impulsive Behavior Scale, Depression, Anxiety and Stress Scale, and regret-based decision-making style Questionnaire. Data were analyzed based on Cronbach's alpha test, Intraclass and Pearson correlation tests, and confirmatory factor analysis using SPSS and Mplus softwares. The findings showed thatinternal consistency reliability of the questionnaire was 0.85, its split-half reliability was 0.79, and its test-retest reliability was 0.80 for a three-week period. The results of confirmatory factor analysis confirmed the one-dimensional factorial structure of the questionnaire (RMSEA=0.10, CFI=0.91, TLI =0.90). Furthermore, significant correlation between the scores of this questionnaire and impulsivity and emotional distress dimensions indicated the criterion validity of regret-based decision-making style scale. It could be said thatthe Persian version of regret-based decision-making style scale has acceptable validity and reliability and it can be an appropriate tool for employing in cognitive psychology and decision making styles studies
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Calderon, C., Ferrando, P. J., Lorenzo-Seva, U., Higuera, O., Ramon, Y. C. T., Rogado, J., . . . & Jimenez-Fonseca, P. (2019). Validity and Reliability of the Decision Regret Scale in Cancer Patients Receiving Adjuvant Chemotherapy. Journal Pain Symptom Manage, 57(4), 828-834.
doi:10.1016/j.jpainsymman.2018.11.017
Cyders, M. A., Littlefield, A. K., Coffey, S., & Karyadi, K. A. (2014). Examination of a short English version of the UPPS-P Impulsive Behavior Scale. Addictive behaviors, 39(9), 1372-1376. doi:10.1016/j.addbeh.2014.02.013
DeWall, C. N., Baumeister, R. F., Chester, D. S., & Bushman, B. J. (2016). How Often Does Currently Felt Emotion Predict Social Behavior and Judgment? A Meta-Analytic Test of Two Theories. Emotion Review, 8(2), 136-143. doi:10.1177/1754073915572690
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George, J. M., & Dane, E. (2016). Affect, emotion, and decision making. Organizational Behavior and Human Decision Processes, 136(1), 47-55. doi:https://doi.org/10.1016/j.obhdp.2016.06.004
Hamilton, K., Shih, S. I., & Mohammed, S. (2016). The Development and Validation of the Rational and Intuitive Decision Styles Scale. Journal of personality assessment, 98(5), 523-535. doi:10.1080/00223891.2015.1132426
Jebraeili, H., Moradi, A. R., & Habibi, M. (2019). Psychometric properties of Persian short version of the five factor impulsive behavior scale. Journal Research & Health, 9(6), 516-524. doi:10.32598/jrh.9.6.516
Kozhevnikov, M., Evans, C., & Kosslyn, S. M. (2014). Cognitive Style as Environmentally Sensitive Individual Differences in Cognition: A Modern Synthesis and Applications in Education, Business, and Management. Psychological Science in the Public Interest, 15(1), 3-33.
doi:10.1177/1529100614525555
Lauriola, M., Panno, A., & Weller, J. A. (2019). Regret-Based Decision-Making Style Acts as a Dispositional Factor in Risky Choices. Psychological reports, 122(4), 1412-1431. doi:10.1177/0033294118786687
Lerner, J. S., Li, Y., Valdesolo, P., & Kassam, K. S. (2015). Emotion and decision making. Annual review of psychology, 66(1), 799-823. doi:10.1146/annurev-psych-010213-115043
Leykin, Y., & DeRubeis, R. J. (2010). Decision-making styles and depressive symptomatology: Development of the Decision Styles Questionnaire. Judgment and Decision Making, 5(7), 506-515.
Lovibond, S. H., & Lovibond, P. F. (1995). Manual for the Depression Anxiety & Stress Scales. Sydney: Psychology Foundation.
Mann, L., Burnett, P., Radford, M., & Ford, S. (1997). The Melbourne decision making questionnaire: an instrument for measuring patterns for coping with decisional conflict. Journal of Behavioral Decision Making, 10(1), 1-19. doi:10.1002/(sici)1099-0771(199703)10:1<1::Aid-bdm242>3.0.Co;2-x
Nygren, T. E., & White, R. J. (2002). Assessing Individual Differences in Decision Making Styles: Analytical vs. Intuitive. Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 46(12), 953-957.
doi:10.1177/154193120204601204
Nygren, T. E., & White, R. J. (2005). Relating Decision Making Styles to Predicting Selfefficacy and a Generalized Expectation of Success and Failure. Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 49(3), 432-434. doi:10.1177/154193120504900346
Phillips, W. J., Fletcher, J. M., Marks, A. D., & Hine, D. W. (2016). Thinking styles and decision making: A meta-analysis. Psychological Bulletin, 142(3), 260-290. doi:10.1037/bul0000027
Pieters, R., & Zeelenberg, M. (2007). A Theory of Regret Regulation 1.1. Journal of Consumer Psychology, 17(1), 29-35.
doi:https://doi.org/10.1207/s15327663jcp1701_6
Scott, S. G., & Bruce, R. A. (1995). Decision-making style: The development and assessment of a new measure. Educational and Psychological Measurement, 55(5), 818-831. doi:10.1177/0013164495055005017
Sheehan, J., Sherman, K. A., Lam, T., & Boyages, J. (2007). Association of information satisfaction, psychological distress and monitoring coping style with post-decision regret following breast reconstruction. Psychooncology, 16(4), 342-351. doi:10.1002/pon.1067
Wang, Y., Highhouse, S., Lake, C. J., Petersen, N. L., & Rada, T. B. (2017). Meta-analytic Investigations of the Relation between Intuition and Analysis. Journal of Behavioral Decision Making, 13(1), 15-25. doi:10.1002/bdm.1903
Zeelenberg, M., & Pieters, R. (2007). A Theory of Regret Regulation 1.0. Journal of Consumer Psychology, 17(1), 3-18.
doi:https://doi.org/10.1207/s15327663jcp1701_3
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Antony, M. M., Bieling, P. J., Cox, B. J., Enns, M. W., & Swinson, R. P. (1998). Psychometric properties of the 42-item and 21-item versions of the Depression Anxiety Stress Scales in clinical groups and a community sample. Psychological Assessment, 10(2), 176-181. doi:10.1037/1040-3590.10.2.176
Brewer, N. T., DeFrank, J. T., & Gilkey, M. B. (2016). Anticipated regret and health behavior: A meta-analysis. Health Psychology, 35(11), 1264-1275. doi:10.1037/hea0000294
Calderon, C., Ferrando, P. J., Lorenzo-Seva, U., Higuera, O., Ramon, Y. C. T., Rogado, J., . . . & Jimenez-Fonseca, P. (2019). Validity and Reliability of the Decision Regret Scale in Cancer Patients Receiving Adjuvant Chemotherapy. Journal Pain Symptom Manage, 57(4), 828-834.
doi:10.1016/j.jpainsymman.2018.11.017
Cyders, M. A., Littlefield, A. K., Coffey, S., & Karyadi, K. A. (2014). Examination of a short English version of the UPPS-P Impulsive Behavior Scale. Addictive behaviors, 39(9), 1372-1376. doi:10.1016/j.addbeh.2014.02.013
DeWall, C. N., Baumeister, R. F., Chester, D. S., & Bushman, B. J. (2016). How Often Does Currently Felt Emotion Predict Social Behavior and Judgment? A Meta-Analytic Test of Two Theories. Emotion Review, 8(2), 136-143. doi:10.1177/1754073915572690
Dewberry, C., Juanchich, M., & Narendran, S. (2013). Decision-making competence in everyday life: The roles of general cognitive styles, decision-making styles and personality. Personality and Individual Differences, 55(7), 783-788. doi:https://doi.org/10.1016/j.paid.2013.06.012
Djulbegovic, M., Beckstead, J., Elqayam, S., Reljic, T., Kumar, A., Paidas, C., & Djulbegovic, B. (2015). Thinking Styles and Regret in Physicians. PLoS ONE, 10(8), e0134038. doi:10.1371/journal.pone.0134038
Evans, J. S., & Stanovich, K. E. (2013). Dual-Process Theories of Higher Cognition: Advancing the Debate. Perspectives on psychological science, 8(3), 223-241. doi:10.1177/1745691612460685
Phillips, W. J., Fletcher, J. M., Marks, A. D., & Hine, D. W. (2016). Thinking styles and decision making: A meta-analysis. Psychological Bulletin, 142(3), 260-290. doi:10.1037/bul0000027
George, J. M., & Dane, E. (2016). Affect, emotion, and decision making. Organizational Behavior and Human Decision Processes, 136(1), 47-55. doi:https://doi.org/10.1016/j.obhdp.2016.06.004
Hamilton, K., Shih, S. I., & Mohammed, S. (2016). The Development and Validation of the Rational and Intuitive Decision Styles Scale. Journal of personality assessment, 98(5), 523-535. doi:10.1080/00223891.2015.1132426
Jebraeili, H., Moradi, A. R., & Habibi, M. (2019). Psychometric properties of Persian short version of the five factor impulsive behavior scale. Journal Research & Health, 9(6), 516-524. doi:10.32598/jrh.9.6.516
Kozhevnikov, M., Evans, C., & Kosslyn, S. M. (2014). Cognitive Style as Environmentally Sensitive Individual Differences in Cognition: A Modern Synthesis and Applications in Education, Business, and Management. Psychological Science in the Public Interest, 15(1), 3-33.
doi:10.1177/1529100614525555
Lauriola, M., Panno, A., & Weller, J. A. (2019). Regret-Based Decision-Making Style Acts as a Dispositional Factor in Risky Choices. Psychological reports, 122(4), 1412-1431. doi:10.1177/0033294118786687
Lerner, J. S., Li, Y., Valdesolo, P., & Kassam, K. S. (2015). Emotion and decision making. Annual review of psychology, 66(1), 799-823. doi:10.1146/annurev-psych-010213-115043
Leykin, Y., & DeRubeis, R. J. (2010). Decision-making styles and depressive symptomatology: Development of the Decision Styles Questionnaire. Judgment and Decision Making, 5(7), 506-515.
Lovibond, S. H., & Lovibond, P. F. (1995). Manual for the Depression Anxiety & Stress Scales. Sydney: Psychology Foundation.
Mann, L., Burnett, P., Radford, M., & Ford, S. (1997). The Melbourne decision making questionnaire: an instrument for measuring patterns for coping with decisional conflict. Journal of Behavioral Decision Making, 10(1), 1-19. doi:10.1002/(sici)1099-0771(199703)10:1<1::Aid-bdm242>3.0.Co;2-x
Nygren, T. E., & White, R. J. (2002). Assessing Individual Differences in Decision Making Styles: Analytical vs. Intuitive. Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 46(12), 953-957.
doi:10.1177/154193120204601204
Nygren, T. E., & White, R. J. (2005). Relating Decision Making Styles to Predicting Selfefficacy and a Generalized Expectation of Success and Failure. Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 49(3), 432-434. doi:10.1177/154193120504900346
Phillips, W. J., Fletcher, J. M., Marks, A. D., & Hine, D. W. (2016). Thinking styles and decision making: A meta-analysis. Psychological Bulletin, 142(3), 260-290. doi:10.1037/bul0000027
Pieters, R., & Zeelenberg, M. (2007). A Theory of Regret Regulation 1.1. Journal of Consumer Psychology, 17(1), 29-35.
doi:https://doi.org/10.1207/s15327663jcp1701_6
Scott, S. G., & Bruce, R. A. (1995). Decision-making style: The development and assessment of a new measure. Educational and Psychological Measurement, 55(5), 818-831. doi:10.1177/0013164495055005017
Sheehan, J., Sherman, K. A., Lam, T., & Boyages, J. (2007). Association of information satisfaction, psychological distress and monitoring coping style with post-decision regret following breast reconstruction. Psychooncology, 16(4), 342-351. doi:10.1002/pon.1067
Wang, Y., Highhouse, S., Lake, C. J., Petersen, N. L., & Rada, T. B. (2017). Meta-analytic Investigations of the Relation between Intuition and Analysis. Journal of Behavioral Decision Making, 13(1), 15-25. doi:10.1002/bdm.1903
Zeelenberg, M., & Pieters, R. (2007). A Theory of Regret Regulation 1.0. Journal of Consumer Psychology, 17(1), 3-18.
doi:https://doi.org/10.1207/s15327663jcp1701_3
