Abstract
The cognitive emotion regulation questionnaire (CERQ) is widely used to measure personal cognitive emotion regulation strategies. This study was aimed to validate the factorial invariance of CERQ across gender and reexamine its psychometric properties. A total of 4572 Chinese college students (50.09% female; age: M = 18.62, SD = 0.97) completed the CERQ and other psychological scales. The factorial invariance of CERQ across gender was conducted by multi-group confirmatory factor analysis. The Cronbach’s alpha coefficients, Omega coefficients and mean inter-item correlation coefficients (MIC) were used to examine the internal consistency reliability, and multiple regression analysis was performed to examine the criterion validity of CERQ. The results showed that nine-factor model of CERQ fit the data reasonably in the total sample and in each gender group, the configural, metric, scalar and strict equivalence of CERQ across gender were all acceptable, and there were significant gender differences in most factors’ latent means except Refocusing on planning, which was generally in line with the observed gender differences. Moreover, the internal consistency reliability and criterion validity of CERQ were both well evidenced. Overall, the nine-factor structure of CERQ was invariant across gender and there were gender differences in cognitive emotion regulation.
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References
Abdi, S., Babapoor, J., & Fathi, H. (2011). Relationship between cognitive emotion regulation styles and general health among university students. Journal of Army University of Medical Sciences, 8, 45–53.
Abdi, S., Taban, S., & Ghaemian, A. (2012). Cognitive emotion regulation questionnaire: Validity and reliability of Persian translation of CERQ-36 item. Procedia - Social and Behavioral Sciences, 32, 2–7.
Aldao, A., & Nolen-Hoeksema, S. (2010). Specificity of cognitive emotion regulation strategies: A transdiagnostic examination. Behaviour Research and Therapy, 48(10), 974–983.
Balzarotti, S., Biassoni, F., Villani, D., Prunas, A., & Velotti, P. (2014). Individual differences in cognitive emotion regulation: Implications for subjective and psychological well-being. Journal of Happiness Studies, 17(1), 125–143.
Bruggink, A., Huisman, S., Vuijk, R., Kraaij, V., & Garnefski, N. (2016). Cognitive emotion regulation, anxiety and depression in adults with autism spectrum disorder. Research in Autism Spectrum Disorders, 22, 34–44.
Byrne, B. M., Shavelson, R. J., & Muthén, B. (1989). Testing for the equivalence of factor covariance and mean structures: The issue of partial measurement invariance. Psychological Bulletin, 105(3), 456–466.
Cai, W., Pan, Y., Zhang, S., Wei, C., Dong, W., & Deng, G. (2017). Relationship between cognitive emotion regulation, social support, resilience and acute stress responses in Chinese soldiers: Exploring multiple mediation model. Psychiatry Research, 256, 71–78.
Cao, Y., & Liu, Z. (2015). Factor structure and factorial invariance of the state-trait anxiety inventory for Chinese children and adolescents. PsyCh Journal, 4(2), 74–87.
Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling, 9(2), 233–255.
Domínguez Lara, S. A., & Medrano, L. A. (2016). Psychometric properties of the cognitive emotional regulation questionnaire (CERQ) in college students from lima. Psychologia, 10(1), 53–67.
Dominguez-Sanchez, F. J., Lasa-Aristu, A., Amor, P. J., & Holgado-Tello, F. P. (2013). Psychometric properties of the Spanish version of the cognitive emotion regulation questionnaire. Assessment, 20(2), 253–261.
Duarte, A. C., Matos, A. P., & Marques, C. (2015). Cognitive emotion regulation strategies and depressive symptoms: Gender's moderating effect. Procedia - Social and Behavioral Sciences, 165, 275–283.
Esmaeilinasab, M., Khoshk, A., & Makhmali, A. (2016). Emotion regulation and life satisfaction in university students: Gender differences. European Proceedings of Social and Behavioural Sciences EpSBS, 82, 798–809.
Feingold, A. (1994). Gender differences in personality: A meta-analysis. Psychological Bulletin, 116(3), 429–456.
Feliu-Soler, A., Reche-Camba, E., Borràs, X., Pérez-Aranda, A., Andrés-Rodríguez, L., Peñarrubia-María, M. T., Navarro-Gil, M., García-Campayo, J., Bellón, J. A., & Luciano, J. V. (2017). Psychometric properties of the cognitive emotion regulation questionnaire (CERQ) in patients with fibromyalgia syndrome. Frontiers in Psychology, 8, 2075.
Garnefski, N., & Kraaij, V. (2007). The cognitive emotion regulation questionnaire. European Journal of Psychological Assessment, 23(3), 141–149.
Garnefski, N., Kraaij, V., & Spinhoven, P. (2001). Negative life events, cognitive emotion regulation and emotional problems. Personality and Individual Differences, 30(8), 1311–1327.
Garnefski, N., Van Den Kommer, T., Kraaij, V., Teerds, J., Legerstee, J., & Onstein, E. (2002). The relationship between cognitive emotion regulation strategies and emotional problems: Comparison between a clinical and a non-clinical sample. European Journal of Personality, 16(5), 403–420.
Garnefski, N., Teerds, J., Kraaij, V., Legerstee, J., & van Den Kommer, T. (2004). Cognitive emotion regulation strategies and depressive symptoms: Differences between males and females. Personality and Individual Differences, 36(2), 267–276.
Gross, J. J. (1998). The emerging field of emotion regulation: An integrative review. Review of General Psychology, 2(3), 271–299.
Gross, J. J. (1999). Emotion regulation: Past, present, future. Cognition & Emotion, 13(5), 551–573.
Gross, J. J. (2001). Emotion regulation in adulthood: Timing is everything. Current Directions in Psychological Science, 10(6), 214–219.
Gross, J. J. (2002). Emotion regulation: Affective, cognitive, and social consequences. Psychophysiology, 39(3), 281–291.
Hall, J. A. (1978). Gender effects in decoding nonverbal cues. Psychological Bulletin, 85(4), 845–857.
Jermann, F., Van der Linden, M., d'Acremont, M., & Zermatten, A. (2006). Cognitive emotion regulation questionnaire (CERQ). European Journal of Psychological Assessment, 22(2), 126–131.
Jia, H., & Fang, P. (2004). The relationship between the strategies of adolescent emotional adjustment and Upbring styles of their parents. Journal of Psychological Science, 27(5), 1095–1099.
Lei, H., Zhang, X., Cai, L., Wang, Y., Bai, M., & Zhu, X. (2014). Cognitive emotion regulation strategies in outpatients with major depressive disorder. Psychiatry Research, 218(1–2), 87–92.
Li, L., Li, S., Wang, Y., Yang, Y., & Zhu, X. (2019). Factor structure and measurement invariance for the cognitive emotion regulation questionnaire (CERQ) among women newly diagnosed with breast cancer. Frontiers in Psychology, 10, 1132.
Marsh, H. W., Morin, A. J., Parker, P. D., & Kaur, G. (2014). Exploratory structural equation modeling: An integration of the best features of exploratory and confirmatory factor analysis. Annual Review of Clinical Psychology, 10, 85–110.
Martin, R. C., & Dahlen, E. R. (2005). Cognitive emotion regulation in the prediction of depression, anxiety, stress, and anger. Personality and Individual Differences, 39(7), 1249–1260.
McClure, E. B. (2000). A meta-analytic review of sex differences in facial expression processing and their development in infants, children, and adolescents. Psychological Bulletin, 126(3), 424–453.
Medrano, L., Moretti, L., Ortíz, A., & Pereno, G. (2013). Validation of the cognitive emotion regulation questionnaire in university students of Córdoba, Argentina. Psykhe, 22(1), 83–96.
Megreya, A. M., Latzman, R. D., Al-Attiyah, A. A., & Alrashidi, M. (2016). The robustness of the nine-factor structure of the cognitive emotion regulation questionnaire across four arabic-speaking middle eastern countries. Journal of Cross-Cultural Psychology, 47(6), 875–890.
Meredith, W. (1993). Measurement invariance, factor analysis and factorial invariance. Psychometrika, 58(4), 525–543.
Miklósi, M., Martos, T., & Kocsis-Bogár, K. (2011). Psychometric properties of the Hungarian version of the cognitive emotion regulation questionnaire. Psychiatria Hungarica: A Magyar Pszichiátriai Társaság tudományos folyóirata, 26(2), 102–111.
Min, J. A., Yu, J. J., Lee, C. U., & Chae, J. H. (2013). Cognitive emotion regulation strategies contributing to resilience in patients with depression and/or anxiety disorders. Comprehensive Psychiatry, 54(8), 1190–1197.
Nolen-Hoeksema, S. (2012). Emotion regulation and psychopathology: The role of gender. Annual Review of Clinical Psychology, 8, 161–187.
Nolen-Hoeksema, S., & Aldao, A. (2011). Gender and age differences in emotion regulation strategies and their relationship to depressive symptoms. Personality and Individual Differences, 51(6), 704–708.
Nolen-Hoeksema, S., Wisco, B. E., & Lyubomirsky, S. (2008). Rethinking rumination. Perspectives on Psychological Science, 3(5), 400–424.
Omran, M. P. (2011). Relationships between cognitive emotion regulation strategies with depression and anxiety. Open Journal of Psychiatry, 1(3), 106–109.
Perte, A., & Miclea, M. (2011). The standardization of the cognitive emotional regulation questionnaire (CERQ) on Romanian population. Cognition, Brain, Behavior, 15(1), 111.
Samuel, D. B., South, S. C., & Griffin, S. A. (2015). Factorial invariance of the five-factor model rating form across gender. Assessment, 22(1), 65–75.
Satorra, A., & Bentler, P. M. (2001). A scaled difference chi-square test statistic for moment structure analysis. Psychometrika, 66(4), 507–514.
Schäfer, J. L., Cibils Filho, B. R., de Moura, T. C., Tavares, V. C., Arteche, A. X., & Kristensen, C. H. (2018). Psychometric properties of the Brazilian version of the cognitive emotion regulation questionnaire. Trends in Psychiatry and Psychotherapy, 40(2), 160–169.
Schmitt, N., & Kuljanin, G. (2008). Measurement invariance: Review of practice and implications. Human Resource Management Review, 18(4), 210–222.
Sheppes, G., Suri, G., & Gross, J. J. (2015). Emotion regulation and psychopathology. Annual Review of Clinical Psychology, 11, 379–405.
Stikkelbroek, Y., Bodden, D. H., Kleinjan, M., Reijnders, M., & van Baar, A. L. (2016). Adolescent depression and negative life events, the mediating role of cognitive emotion regulation. PLoS One, 11(8), e0161062.
Tamres, L. K., Janicki, D., & Helgeson, V. S. (2002). Sex differences in coping behavior: A meta-analytic review and an examination of relative coping. Personality and Social Psychology Review, 6(1), 2–30.
Thompson, R. A. (1991). Emotional regulation and emotional development. Educational Psychology Review, 3(4), 269–307.
Thompson, R. A., & Calkins, S. D. (1996). The double-edged sword: Emotional regulation for children at risk. Development and Psychopathology, 8, 163–182.
Triandis, H. C. (1996). The psychological measurement of cultural syndromes. American Psychologist, 51(4), 407–415.
Tuna, E., & Bozo, Ö. (2012). The cognitive emotion regulation questionnaire: Factor structure and psychometric properties of the Turkish version. Journal of Psychopathology and Behavioral Assessment, 34(4), 564–570.
Wolkenstein, L., Zwick, J. C., Hautzinger, M., & Joormann, J. (2014). Cognitive emotion regulation in euthymic bipolar disorder. Journal of Affective Disorders, 160, 92–97.
Xiao, J., Qiu, Y., He, Y., Cui, L., Auerbach, R. P., McWhinnie, C. M., & Yao, S. (2016). ‘Weakest link’ as a cognitive vulnerability within the hopelessness theory of depression in Chinese university students. Stress and Health, 32(1), 20–27.
Zhong, M., Zhu, X., Cai, L., Wang, Q., & Tang, Q. (2011). Reliability and validity of cognitive emotion regulation questionnaire in depressive patients. Chinese Journal of Clinical Psychology, 19(02), 189–191.
Zhu, X., Luo, F., Yao, S., Auerbach, R. P., & Abela, J. R. Z. (2007). Reliability and validity of the cognitive emotion regulation questionnaire-Chinese version. Chinese Journal of Clinical Psychology, 15(02), 121–124+131.
Zhu, X., Auerbach, R. P., Yao, S., Abela, J. R., Xiao, J., & Tong, X. (2008). Psychometric properties of the cognitive emotion regulation questionnaire: Chinese version. Cognition & Emotion, 22(2), 288–307.
Zlomke, K. R., & Hahn, K. S. (2010). Cognitive emotion regulation strategies: Gender differences and associations to worry. Personality and Individual Differences, 48(4), 408–413.
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This work was supported by the National Natural Science Foundation of China under Grant number 31871112.
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Wang, J., Luo, X., Liu, Q. et al. Factorial invariance of the cognitive emotion regulation questionnaire across gender in Chinese college students. Curr Psychol 42, 9879–9889 (2023). https://doi.org/10.1007/s12144-021-02291-5
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DOI: https://doi.org/10.1007/s12144-021-02291-5