Abstract
Two studies with data from 1671 students are presented describing the development and preliminary validation of the Positive and Negative Rumination Scale (PANRS), a brief measure with 2 s-order factors: Positive Rumination consisting of 2 first-order factors (i.e., Enjoy Happiness and Positive Coping) and Negative Rumination consisting of 3 first-order factors (i.e., Suppress Happiness, Self Deny and Negative Attribution). Results from exploratory and confirmatory factor analyses confirmed the measure’s 5 first-order and 2 s-order factors structure. Moreover, correlation analyses provided first evidence for the subscales’ differential validity: Positive Rumination showed positive correlations with positive indicators of psychological adjustment (e.g., life satisfaction) and negative correlations with negative indicators of psychological adjustment (e.g., depression), whereas Negative Rumination showed negative correlations with positive indicators of psychological adjustment (e.g., life satisfaction) and positive correlations with negative indicators of psychological adjustment (e.g., depression). In addition, all PANRS scores showed satisfactory reliability (Cronbach’s alpha) and temporal stability (test-retest). Overall the findings suggest that the PANRS is a reliable and valid instrument to assess positive and negative aspects of Rumination.
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Notes
RML is not relying on the multivariate normal distribution assumption and provide sufficient power to detect misspecified models. It improves the chi-square statistic and standard errors of parameter estimates using the Satorra-Bentler procedure (Satorra and Bentler 1994).
References
Barnard, P., Watkins, E., Mackintosh, B., & Nimmo-Smith, I. (2007). Getting stuck in a mental rut: Some process and experiential attributes. In Paper presented at the 35th congress of the British Association for Behavioural and Cognitive Psychotherapies. Brighton: England.
Beckwé, M., & Deroost, N. (2016). Attentional biases in ruminators and worriers. Psychological Research, 80, 952–962.
Brislin, R. W. (1970). Back-translation for cross-cultural research. Journal of Cross-Cultural Psychology, 1, 185–216.
Brown, T. A. (2006). Confirmatory factor analysis for applied research. New York: Guilford.
Cann, A., Calhoun, L. G., Tedeschi, R. G., Triplett, K. N., Vishnevsky, T., & Lindstrom, C. M. (2011). Assessing posttraumatic cognitive processes: The event related rumination inventory. Anxiety, Stress, & Coping, 24(2), 137–156.
Chang, E. C., Tsai, W., & Sanna, L. J. (2010). Examining the relations between rumination and adjustment: Do ethnic differences exist between Asian and European Americans? Asian American Journal of Psychology, 1(1), 46–56.
Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Lawrence Erlbaum Associates.
Cohen, S., Karmarck, T., & Mermelstein, R. (1983). A global measure of perceived stress. Journal of Health and Social Behaviour, 24, 385–396.
Conway, M., Csank, P. A. R., Holm, S. L., & Blake, C. K. (2000). On assessing individual differences in rumination on sadness. Journal of Personality Assessment, 75(3), 404–425.
Davis, R. N., & Nolen-Hoeksema, S. (2000). Cognitive inflexibility among ruminators and nonruminators. Cognitive Therapy and Research, 24(6), 699–711.
Diener, E., Emmons, R., Larsen, J., & Griffin, S. (1985). The satisfaction with life scale. Journal of Personality Assessment, 49, 71–75.
Eisma, M. C., Stroebe, M. S., Schut, H. A., Van Den Bout, J., Boelen, P. A., & Stroebe, W. (2014). Development and psychometric evaluation of the Utrecht grief rumination scale. Journal of Psychopathology and Behavioral Assessment, 36(1), 165–176.
Feldman, G. C., Joormann, J., & Johnson, S. L. (2008). Responses to positive affect: A self-report measure of rumination and dampening. Cognitive Therapy and Research, 32, 507–525.
Ferdek, M. A., van Rijn, C. M., & Wyczesany, M. (2015). Depressive rumination and the emotional control circuit: An EEG localization and effective connectivity study. Cognitive, Affective, & Behavioral Neuroscience, 16(6), 1099–1113.
Frost, R. O., Heimberg, R. G., Holt, C. S., Mattia, J. I., Neubauer, A. L. (1993). A comparison of two measures of perfection. Personality and Individual Differences, 14, 119–126.
Hair, J. F., Anderson, R. E., Tatham, R. L., & Black, W. C. (1998). Multivariate Data Analysis with Readings (5th ed.pp. 47–49). Upper Saddle River.
Han, X., & Yang, H. (2009). Chinese version of Nolen-Hoeksema ruminative responses scale (RRS) used in 912 college students: Reliability and validity (in Chinese). Chinese Journal of Clinical Psychology, 17(5), 550–551 549.
Hoyle, R. H., & Panter, A. T. (1995). Writing about structural equation models. In R. H. Hoyle (Ed.), Structural equation modeling: Concepts, issues, and applications (pp. 158–176). Thousand Oaks: Sage.
Hu, L., & Bentler, P. M. (1995). Evaluating model fit. In R. Hoyle (Ed.), Structural equation modeling: Concepts, issues, and applications (pp. 76–99). Thousand Oaks: Sage.
Hughes, M. E., Waite, L. J., Hawkley, L. C., & Cacioppo, J. T. (2004). A short scale for measuring loneliness in large surveys. Research on Aging, 26, 655–672.
Joorman, J., Dkane, M., & Gotlib, I. H. (2006). Adaptive and maladaptive components of rumination? Diagnostic specificity and relation to depressive biases. Behavior Therapy, 37, 269–280.
Kavadia, N., Polemidia, K., & Cyprus, L. (2013). Coefficient alpha interpret with caution. Europe's Journal of Psychology, http://creativecommons.org/licenses/by/3.0
Kline, R. B. (2005). Principles and practice of structural equation modeling. New York: Guilford.
MacCallum, R. C., Browne, M. W., & Sugawara, H. M. (1996). Power analysis and determination of sample size for covariance structure modeling. Psychological Methods, 1, 130–149.
Maree, M., & Abbott, M. J. (2017). Negative rumination in social anxiety: A randomised trial investigating the effects of a brief intervention on cognitive processes before, during and after a social situation. Journal of Behavioral Therapy & Experimental Psychiatry, 55, 73–80.
Martin, L., & Tesser, A. (1996). Some ruminative thoughts. In R. Wyer (Ed.), Advances in Social Cognition (Vol. 1, pp. 1–47). Hillsdale: Erlbaum.
McDonald, R. P., & Ho, M.-H. R. (2002). Principles and practice in reporting structural equation analyses. Psychological Methods, 7, 64–82.
Nolen-Hoeksema, S., & Morrow, J. (1991). A prospective study of depression and posttraumatic stress symptoms after a natural disaster: The Loma Prieta earthquake. Journal of Personality and Social Psychology, 1, 115–121.
Nolen-Hoeksema, S., Parker, L. E., & Larson, J. (1994). Ruminative coping with depressed mood following loss. Journal of Personality and Social Psychology, 67, 92–104.
Nolen-Hoeksema, S., Wisco, B. E., & Lyubomirsky, S. (2008). Rethinking rumination. Perspectives on Psychological Science, 3, 400–424.
Peled, M., & Moretti, M. M. (2007). Rumination on anger and sadness in adolescence: Fueling of fury and deepening of despair. Journal of Clinical Child and Adolescent Psychology, 36, 66–75.
Pfeiler, T, M., Wenzel, M., Weber, H., & Kubiak, T. (2017). Adaptive modes of rumination: The role of subjective anger. Cognition and Emotion, 31, 580–589.
Prinz, U., Nutzinger, D. O., Schulz, H., Petermann, F., Braukhaus, C., & Andreas, S. (2013). Comparative psychometric analyses of the SCL-90-R and its short versions in patients with affective disorders. BMC Psychiatry, 104, 1–9.
Russell, D., Peplau, L. A., & Cutrona, C. E. (1980). The revised UCLA loneliness scale: Concurrent and discriminant validity evidence. Journal of Personality and Social Psychology, 39, 472–480.
Satorra, A., & Bentler, P. M. (1994). Corrections to test statistics and standard errors in covariance structure analysis. In A. von Eye & C. C. Clogg (Eds.), Latent variables analysis: Applications for developmental research (pp. 399–419). Thousand Oaks: Sage.
Scheier, M. F., Carver, C. S., & Bridges, M. W. (1994). Distinguishing optimism from neuroticism (and trait anxiety, self-mastery, and self-esteem): A re-evaluation of the life orientation test. Journal of Personality and Social Psychology, 67, 1063–1078.
Scott Jr., V. B., & McIntosh, W. D. (1999). The development of a trait measure of ruminative thought. Personality and Individual Differences, 26, 1045–1056.
Smith, J. M. & Alloy, L. B. (2009). A roadmap to rumination: A review of the definition, assessment, and conceptualization of this multifaceted construct. Clinical Psychology Review, 29, 116–128.
Stephanie, D., Smith, S. D., Stephens, H. F., Repper, K., & Kistner, J. A. (2016). The relationship between anger rumination and aggression in typically developing children and high-risk adolescents. Journal of Psychopathology and Behavioral Assessment, 38, 515–527.
Stroud, C. B., Sosoo, E. E., & Wilson, S. (2018). Rumination, excessive reassurance seeking, and stress generation among early adolescent girls. Journal of Early Adolescence, 38, 139–163.
Sukhodolsky, D. G., Golub, A., & Cromwell, E. N. (2001). Development and validation of the anger rumination scale. Personality and Individual Differences, 5(1), 689–700.
Tabachnick, B. G., & Fidell, L. S. (2001). Using multivariate statistics. 4. Needham Heights: Pearson.
Topper, M., Emmelkamp, P. M. G., Watkins, E., & Ehring, T. (2017). Prevention of anxiety disorders and depression by targeting excessive worry and rumination in adolescents and young adults: A randomized controlled trial. Behaviour Research and Therapy, 90, 123–136.
Treynor, W., Gonzalez, R., & Nolen-Hoeksema, S. (2003). Rumination reconsidered: A psychometric analysis. Cognitive Therapy and Research, 27, 247–259.
Wang, D. (1995). The reliability and validity of UCLA loneliness scale of Chinese version (in Chinese). Journal of Clinical Psychology, 3(1), 20–24.
Watkins, E. R. (2008). Constructive and unconstructive repetitive thought. Psychological Bulletin, 134(2), 163–206.
Whiteman, R. C., & Mangels, J. A. (2016). Rumination and rebound from failure as a function of gender and time on task. Brain Science, 6(7), 1–26.
Yang, H., & Guo, W. (2014). Chinese version of the Response to Positive Affect Questionnaire: Testing the factor structure, reliability, and validity in a college student sample. Psychological Reports: Measures & Statistics, 115, 1–18.
Yang, H., Guo, W., Yu, S., Chen, L., Zhang, H., Pan, L., Wang, C., & Chang, E. C. (2016). Personal and family perfectionism in elementary and high school students: Relationships with learning stress, learning satisfaction and self-reported academic performance level. Journal of Child and Family Studies, 25, 3675–3683.
Zhou, X., & Wu, X. (2016). The relationship between rumination, posttraumatic stress disorder, and posttraumatic growth among Chinese adolescents after earthquake: A longitudinal study. Journal of Affective Disorders, 193, 242–248.
Funding
This study was funded by Zhejiang Provincial Philosophy and Social Science Research Program of China (17NDJC198YB) and Humanities and Social Sciences of Ministry of Education Planning Fund (17YJA1900144).
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All procedures performed in studies involving human participants were approved by the Research Committee of Psychology and Behavioral Sciences at Zhejiang University.
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We declare that we do not have any commercial or associative interest that represents a conflict of interest in connection with the work submitted.
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Hongfei Yang has received a grant from Zhejiang Provincial Philosophy and Social Science Research Program of China (17NDJC198YB) and a grant from Humanities and Social Sciences of Ministry of Education Planning Fund (17YJA1900144).
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Yang, H., Wang, Z., Song, J. et al. The positive and negative rumination scale: Development and preliminary validation. Curr Psychol 39, 483–499 (2020). https://doi.org/10.1007/s12144-018-9950-3
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DOI: https://doi.org/10.1007/s12144-018-9950-3
Keywords
- Positive rumination
- Negative rumination
- Life satisfaction
- Depression