Skip to main content
Log in

Does Rumination Function as a Longitudinal Mediator Between Mindfulness and Depression?

  • ORIGINAL PAPER
  • Published:
Mindfulness Aims and scope Submit manuscript

Abstract

Although concurrent associations among dispositional mindfulness, rumination, and depression have been identified, lacking is a study that longitudinally examines the relationships among these three constructs in a non-clinical sample of adults. We specifically sought to determine whether rumination mediates the expected negative association between mindfulness and depressive symptoms across time. A community sample of 483 adults completed self-report measures of mindfulness, rumination, and depressive symptoms initially and after 3 months and after 6 months. The predicted cross-lag associations were found, i.e. mindfulness predicted diminished rumination, and rumination positively predicted depressive symptoms, and as a consequence, the predicted longitudinal mediation was supported in the data as well. At the facet level of mindfulness, three of the five facets (i.e. acting with awareness, non-judging, and non-reacting) exhibited the longitudinal mediation through rumination to depressive symptoms. The findings of this research suggest that certain aspects of mindfulness function to reduce rumination, which then predicts diminished depressive symptoms.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

References

  • Anderson, N. D., Lau, M. A., Segal, Z. V., & Bishop, S. R. (2007). Mindfulness-based stress reduction and attentional control. Clinical Psychology and Psychotherapy, 14, 449–463.

    Article  Google Scholar 

  • Andrade, L., Caraveo-Anduaga, J., Berglund, P., Bijl, R., Graaf, R., Vollebergh, W., & Wittchen, H. (2003). The epidemiology of major depressive episodes: Results from the International Consortium of Psychiatric Epidemiology (ICPE) surveys. International Journal of Methods in Psychiatric Research, 12(1), 3–21.

    Article  PubMed  Google Scholar 

  • Arbuckle, J. (2009). AMOS 18 User’s Guide. Crawfordville: AMOS Development Corporation.

    Google Scholar 

  • Baer, R. A. (2003). Mindfulness training as a clinical intervention: a conceptual and empirical review. Clinical Psychology: Science and Practice, 10(2), 125–143.

    Google Scholar 

  • Baer, R. A., Smith, G. T., Hopkins, J., Krietemeyer, J., & Toney, L. (2006). Using self-report assessment methods to explore facets of mindfulness. Assessment, 13, 27–45.

    Article  PubMed  Google Scholar 

  • Baer, R. A., Smith, G. T., Lykins, E., Button, D., Krietemeyer, J., Sauer, S., Walsh, E., Duggan, D., & Williams, M. G. (2008). Construct validity of the Five Facet Mindfulness Questionnaire in meditating and nonmeditating samples. Assessment, 15, 329–342.

    Article  PubMed  Google Scholar 

  • Barnhofer, T., Crane, C., Hargus, E., Amarasinghe, M., Winder, R., & Williams, J. M. G. (2009). Mindfulness-based cognitive therapy as a treatment for chronic depression: a preliminary study. Behavior Research and Therapy, 47, 366–373.

    Article  Google Scholar 

  • Barnhofer, T., Duggan, D. S., & Griffith, J. W. (2011). Dispositional mindfulness moderates the relation between neuroticism and depressive symptoms. Personality and Individual Differences, 51, 958–962.

    Article  PubMed  PubMed Central  Google Scholar 

  • Beck, A., Steer, R., & Brown, G. (1996). Beck depression inventory (2nd ed.). San Antonio: The Psychological Corporation.

    Google Scholar 

  • Borders, A., Earleywine, M., & Jajodia, A. (2010). Could mindfulness decrease anger, hostility, and aggression by decreasing rumination? Aggressive Behavior, 36, 28–44.

    Article  PubMed  Google Scholar 

  • Bränström, R., Duncan, L. G., & Moskowitz, J. T. (2011). The association between dispositional mindfulness, psychological well-being, and perceived health in a Swedish population-based sample. British Journal of Health Psychology, 16, 300–316.

    Article  PubMed  PubMed Central  Google Scholar 

  • Bromet, E., Andrade, L. H., Hwang, I., Sampson, N. A., Alonso, J., De Girolamo, G., & Kessler, R. C. (2011). Cross-national epidemiology of DSM-IV major depressive episode. BMC Medicine, 9, 90.

    Article  PubMed  PubMed Central  Google Scholar 

  • Brown, K. W., & Ryan, R. M. (2003). The benefits of being present: Mindfulness and its role in psychological well-being. Journal of Personality and Social Psychology, 84, 822–848.

    Article  PubMed  Google Scholar 

  • Bryant, F., & Yarnold, P. (1995). Principal components analysis and exploratory and confirmatory factor analysis. In L. G. Grimm & P. R. Yarnold (Eds.), Reading and understanding multivariate statistics (pp. 99–l37). Washington, DC: American Psychological Association.

    Google Scholar 

  • Byrne, B., & van de Vijver, F. (2010). Testing for measurement and structural equivalence in large-scale cross-cultural studies: addressing the issue of nonequivalence. International Journal of Testing, 10(2), 107–132.

    Article  Google Scholar 

  • Cash, M., & Whittingham, K. (2010). What facets of mindfulness contribute to psychological well-being and depressive, anxious, and stress-related symptomatology? Mindfulness, 1, 177–182.

    Article  Google Scholar 

  • Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling: A Multidisciplinary Journal, 9(2), 233–255. https://doi.org/10.1207/S15328007SEM0902_5.

    Article  Google Scholar 

  • Cooney, R. E., Joormann, J., Eugène, F., Dennis, E. L., & Gotlib, I. H. (2010). Neural correlates of rumination in depression. Cognitive, Affective, & Behavioral Neuroscience, 10, 470–478.

    Article  Google Scholar 

  • Desrosiers, A., Klemanski, D. H., & Nolen-Hoeksema, S. (2013a). Mapping mindfulness facets onto dimensions of anxiety and depression. Behavior Therapy, 44, 373–384.

    Article  PubMed  PubMed Central  Google Scholar 

  • Desrosiers, A., Vine, V., Klemanski, D. H., & Nolen-Hoeksema, S. (2013b). Mindfulness and emotion regulation in depression and anxiety: common and distinct mechanisms of action. Depression and Anxiety, 30, 654–661.

    Article  PubMed  PubMed Central  Google Scholar 

  • Deyo, M., Wilson, K. A., Ong, J., & Koopman, C. (2009). Mindfulness and rumination: does mindfulness training lead to reductions in ruminative thinking associated with depression? Explore, 5, 265–271.

    Article  PubMed  Google Scholar 

  • Field, A. (2009). Discovering statistics using SPSS. London: SAGE.

    Google Scholar 

  • Heeren, A., & Philippot, P. (2011). Changes in ruminative thinking mediate the clinical benefits of mindfulness: preliminary findings. Mindfulness, 2, 8–13.

    Article  Google Scholar 

  • Hofmann, S. G., Sawyer, A. T., Witt, A. A., & Oh, D. (2010). The effect of Mindfulness-Based Therapy on anxiety and depression: a meta-analytic review. Journal of Consulting and Clinical Psychology, 78, 169–183.

    Article  PubMed  PubMed Central  Google Scholar 

  • Hu, L., & Bentler, P. (1999). Cut-off criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55.

    Article  Google Scholar 

  • Jose, P. E. (2013). Doing statistical mediation and moderation. New York: Guilford Press.

    Google Scholar 

  • Jose, P. E. (2016). The merits of using longitudinal mediation. Educational Psychologist, 51, 331–341.

    Article  Google Scholar 

  • Kabat-Zinn, J. (1994). Wherever you go, there you are: Mindfulness meditation in everyday life. New York: Hyperion.

    Google Scholar 

  • Kearns, N. P., Shawyer, F., Brooker, J. E., Graham, A. L., Enticott, J. C., Martin, P. R., & Meadows, G. N. (2016). Does rumination mediate the relationship between mindfulness and depressive relapse? Psychology and Psychotherapy: Theory, Research and Practice, 89, 33–49.

    Article  Google Scholar 

  • Keng, S., Smoski, M. J., & Robins, C. J. (2011). Effects of mindfulness on psychological health: a review of empirical studies. Clinical Psychology Review, 31, 1041–1056.

    Article  PubMed  PubMed Central  Google Scholar 

  • Kingston, T., Dooley, B., Bates, A., Lawlor, E., & Malone, K. (2007). Mindfulness-based cognitive therapy for residual depressive symptoms. Psychology and Psychotherapy: Theory, Research, and Practice, 80, 193–203.

    Article  Google Scholar 

  • Kline, R. B. (2005). Principles and practices of structural equation modeling (2nd ed.). New York: The Guilford Press.

  • Labelle, L. E., Campbell, T. S., & Carlson, L. E. (2010). Mindfulness-based stress reduction in oncology: evaluating mindfulness and rumination as mediators of change in depressive symptoms. Mindfulness, 1, 28–40.

    Article  Google Scholar 

  • Lyubomirsky, S., & Tkach, C. (2003). The consequences of dysphoric rumination. In C. Papageorgiou & A. Wells (Eds.), Depressive rumination, theory, and treatment. Chichester: Wiley.

    Google Scholar 

  • Morrow, J., & Nolen-Hoeksema, S. (1990). Effects of responses to depression on the remediation of depressive affect. Journal of Personality and Social Psychology, 58, 519–527.

    Article  PubMed  Google Scholar 

  • Muthén, B., & Curran, P. (1997). General longitudinal modeling of individual differences in experimental designs: a latent variable framework for analysis and power estimation. Psychological Methods, 2(4), 371–402.

    Article  Google Scholar 

  • Nolen-Hoeksema, S. (1991). Responses to depression and their effects on the duration of depressive episodes. Journal of Abnormal Psychology, 100, 569–582.

    Article  PubMed  Google Scholar 

  • Nolen-Hoeksema, S. (2000). The role of rumination in depressive disorders and mixed anxiety/depressive symptoms. Journal of Abnormal Psychology, 109, 504–511.

    Article  PubMed  Google Scholar 

  • Nolen-Hoeksema, S., Morrow, J., & Fredrickson, B. L. (1993). Response styles and the duration of episodes of depressed mood. Journal of Abnormal Psychology, 102, 20–28.

    Article  PubMed  Google Scholar 

  • Ottaviani, C., & Couyoumdjian, C. (2013). Pros and cons of a wandering mind: a prospective study. Frontiers in Psychology, 4, 524. https://doi.org/10.3389/fpsyg.2013.00524.

    Article  PubMed  PubMed Central  Google Scholar 

  • Paul, N. A., Stanton, S. J., Greeson, J. M., Smoski, M. J., & Wang, L. (2013). Psychological and neural mechanisms of trait mindfulness in reducing depression vulnerability. Social Cognitive and Affective Neuroscience, 8, 56–64.

    Article  PubMed  Google Scholar 

  • Petrocchi, N., & Ottaviani, C. (2016). Mindfulness facets distinctively predict depressive symptoms after two years: the mediating role of rumination. Personality and Individual Differences, 93, 92–96.

    Article  Google Scholar 

  • Raes, F. (2010). Rumination and worry as mediators of the relationship between self-compassion and depression and anxiety. Personality and Individual Differences, 48, 757–761.

    Article  Google Scholar 

  • Raes, F., & Williams, M. G. (2010). The relationship between mindfulness and uncontrollability of ruminative thinking. Mindfulness, 1, 199–203.

    Article  Google Scholar 

  • Ramel, W., Goldin, P. R., Carmona, P. E., & McQuaid, J. R. (2004). The effects of mindfulness meditation on cognitive processes and affect in patients with past depression. Cognitive Therapy and Research, 28, 433–455.

    Article  Google Scholar 

  • Raphiphatthana, B., Jose, P. E., & Kielpikowski, M. (2016). How do the facets of mindfulness predict the constructs of depression and anxiety as seen through the lens of the tripartite theory? Personality and Individual Differences, 93, 104–111.

    Article  Google Scholar 

  • Royuela-Colomer, E., & Calvete, E. (2016). Mindfulness facets and depression in adolescents: rumination as a mediator. Mindfulness, 7, 1092–1102.

    Article  Google Scholar 

  • Selby, E. A., Fehling, K. B., Panza, E. A., & Kranzler, A. (2016). Rumination, mindfulness, and borderline personality disorder symptoms. Mindfulness, 7, 228–235.

    Article  Google Scholar 

  • Shapiro, S. L., Schwartz, G. E., & Bonner, G. (1998). Effects of mindfulness-based stress reduction on medical and premedical students. Journal of Behavioral Medicine, 21, 581–599.

    Article  PubMed  Google Scholar 

  • Spasojevic, J., & Alloy, L. B. (2001). Rumination as a common mechanism relating depressive risk factors to depression. Emotion, 1, 25–37.

    Article  PubMed  Google Scholar 

  • Teasdale, J. D., Segal, Z., & Williams, M. G. (1995). How does cognitive therapy prevent depressive relapse and why should attentional control (mindfulness) training help? Behaviour Research and Therapy, 33, 25–39.

    Article  PubMed  Google Scholar 

  • Thomsen, D. K. (2006). The association between rumination and negative affect: a review. Cognition and Emotion, 20(8), 1216–1235. https://doi.org/10.1080/02699930500473533.

    Article  Google Scholar 

  • Trochim, W. M., & Donnelly, J. P. (2006). The research methods knowledge base (3rd ed.). Cincinnati: Atomic Dog.

  • Vandenberg, R. J., & Lance, C. E. (2000). A review and synthesis of the measurement invariance literature: suggestions, practices, and recommendations for organizational research. Organizational Research Methods, 3(1), 4–70. https://doi.org/10.1177/109442810031002.

    Article  Google Scholar 

  • World Health Organization. (2017). Depression fact sheet. Page downloaded 6 December, 2017 from http://www.who.int/mediacentre/factsheets/fs369/e/

Download references

Acknowledgements

Appreciation is expressed to the Royal Society of New Zealand and its Marsden Fund for financially supporting the research reported here. We express thanks also to Bee Lim and the rest of the NZ Happiness Team for collecting the data, and to the participants of the study.

Funding

This project received funding from the Royal Society of New Zealand’s Marsden Fund (#06080611).

Author information

Authors and Affiliations

Authors

Contributions

TKJ: took the lead in data analysis and writing the manuscript. PEJ: designed and executed the study, assisted with the data analyses, and helped polish the manuscript.

Corresponding author

Correspondence to Paul E. Jose.

Ethics declarations

Conflict of Interest

The authors declare that they have no conflict of interest.

Ethical Approval

All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. Our ethics application was approved by the School of Psychology’s Human Ethics Committee of Victoria University of Welllington.

Informed Consent

Informed consent was obtained from all individual participants included in the study.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Jury, T.K., Jose, P.E. Does Rumination Function as a Longitudinal Mediator Between Mindfulness and Depression?. Mindfulness 10, 1091–1104 (2019). https://doi.org/10.1007/s12671-018-1031-z

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12671-018-1031-z

Keywords

Navigation