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Anxiety and sleep quality in Chinese persons with a substance use disorder: A moderated mediation model of rumination and mindfulness

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Abstract

A moderated mediation model was used to test how anxiety influences sleep quality via rumination, and when the association between anxiety, sleep quality and rumination is most potent in Chinese persons with a substance use disorder. The cohort comprised 104 registered substance users recruited from two compulsory drug treatment institutions in the city of Guangdong in Eastern China. All subjects completed the Beck Anxiety Inventory, the Ruminative Response Scale, the Mindful Attention Awareness Scale and the Pittsburg Sleep Quality Index. Path analyses were performed in PROCESS for SPSS to test the mediating effect of rumination on the association between anxiety and sleep quality. Finally, the conditional process analysis was performed to test how the moderating effect changes under different levels of mindfulness. The mediating analysis documented that the effect of anxiety on sleep disorders was mediated via rumination. Mindfulness was found to act as a moderator on the relationship between anxiety and poor sleep quality. Conditional process analysis revealed that anxiety had a significant impact on poor sleep quality across low, middle and high levels of mindfulness; however, the indirect effect of rumination on the relationship between anxiety and poor sleep quality was just moderated by mindfulness on low and middle levels of mindfulness. These findings deepen prior studies by explaining (1) how anxiety is associated with sleep quality via rumination, as well as (2) the circumstances in which the correlated effect is determined by mindfulness among substance users. Therefore, contribute to the existing literature.

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References

  • Adamo, D., Ruoppo, E., Leuci, S., Aria, M., Amato, M., & Mignogna, M. D. (2015). Sleep disturbances, anxiety and depression in patients with oral lichen planus: A case–control study. Journal of the European Academy of Dermatology and Venereology, 29(2), 291–297.

    Article  PubMed  Google Scholar 

  • Alvaro, P. K., Roberts, R. M., & Harris, J. K. (2013). A systematic review assessing bidirectionality between sleep disturbances, anxiety, and depression. Sleep, 36(7), 1059–1068.

    Article  PubMed  PubMed Central  Google Scholar 

  • Amaral, A. P., Soares, M. J., Pinto, A. M., Pereira, A. T., Madeira, N., Bos, S. C., et al. (2018). Sleep difficulties in college students: The role of stress, affect and cognitive processes. Psychiatry Research, 260, 331–337.

    Article  PubMed  Google Scholar 

  • Ando, M., Morita, T., Akechi, T., Ito, S., Tanaka, M., Ifuku, Y., & Nakayama, T. (2009). The efficacy of mindfulness-based meditation therapy on anxiety, depression, and spirituality in Japanese patients with cancer. Journal of Palliative Medicine, 12(12), 1091–1094.

    Article  PubMed  Google Scholar 

  • Bajaj, B., Robins, R. W., & Pande, N. (2016). Mediating role of self-esteem on the relationship between mindfulness, anxiety, and depression. Personality and Individual Differences, 96, 127–131.

    Article  Google Scholar 

  • Bao, Y. P., Han, Y., Ma, J., Wang, R. J., Shi, L., Wang, T. Y., et al. (2017). Cooccurrence and bidirectional prediction of sleep disturbances and depression in older adults: Meta-analysis and systematic review. Neuroscience & Biobehavioral Reviews, 75, 257–273.

    Article  Google Scholar 

  • Baron, R. M., & Kenny, D. A. (1986). The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173–1182.

    Article  PubMed  Google Scholar 

  • Beck, A. T., Brown, G., Epstein, N., & Steer, R. A. (1988). An inventory for measuring clinical anxiety: Psychometric properties. Journal of Consulting and Clinical Psychology, 56, 893–897.

    Article  PubMed  Google Scholar 

  • Berset, M., Elfering, A., Lüthy, S., Lüthi, S., & Semmer, N. K. (2011). Work stressors and impaired sleep: Rumination as a mediator. Stress and Health, 27(2), e71–e82.

    Article  PubMed  Google Scholar 

  • Brand, S., Holsboer-Trachsler, E., Naranjo, J. R., & Schmidt, S. (2012). Influence of mindfulness practice on cortisol and sleep in long-term and short-term meditators. Neuropsychobiology, 65(3), 109–118.

  • 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 

  • Buysse, D. J., Reynolds, C. F., Monk, T. H., Berman, S. R., & Kupfer, D. J. (1989). The Pittsburgh sleep quality index: A new instrument for psychiatric practice and research. Psychiatry Research, 28(2), 193–213.

    Article  PubMed  Google Scholar 

  • Carney, C. E., Edinger, J. D., Meyer, B., Lindman, L., & Istre, T. (2006). Symptom-focused rumination and sleep disturbance. Behavioral Sleep Medicine, 4(4), 228–241.

    Article  PubMed  Google Scholar 

  • Carney, C. E., Harris, A. L., Moss, T. G., & Edinger, J. D. (2010). Distinguishing rumination from worry in clinical insomnia. Behaviour Research and Therapy, 48(6), 540–546.

    Article  PubMed  PubMed Central  Google Scholar 

  • Che, H.-H., Lu, M.-L., Chen, H.-C., Chang, S.-W., & Lee, Y.-J. (2006). Validation of the Chinese version of the Beck anxiety inventory. Formosa Journal of Medicine, 10, 447–454.

    Google Scholar 

  • Chen, S. Y., Cui, H., Zhou, R. L., & Jia, Y. Y. (2012). Revision of mindful attention awareness scale(MAAS). Chinese Journal of Clinical Psychology, 20(2), 148–151.

    Google Scholar 

  • Doong, S. H., Dhruva, A., Dunn, L. B., West, C., Paul, S. M., Cooper, B. A., et al. (2015). Associations between cytokine genes and a symptom cluster of pain, fatigue, sleep disturbance, and depression in patients prior to breast cancer surgery. Biological Research for Nursing, 17(3), 237–247.

    Article  PubMed  Google Scholar 

  • Eberth, J., & Sedlmeier, P. (2012). The effects of mindfulness meditation: A meta-analysis. Mindfulness, 3(3), 174–189.

    Article  Google Scholar 

  • Fletcher, F. E., Conduit, R., Foster-Owens, M. D., Rinehart, N. J., Rajaratnam, S. M., & Cornish, K. M. (2018). The association between anxiety symptoms and sleep in school-aged children: A combined insight from the Children’s sleep habits questionnaire and actigraphy. Behavioral Sleep Medicine, 16(2), 169–184.

    Article  PubMed  Google Scholar 

  • Fritz, M. S., & MacKinnon, D. P. (2007). Required sample size to detect the mediated effect. Psychological Science, 18, 233–239.

    Article  PubMed  Google Scholar 

  • Gu, J., Strauss, C., Bond, R., & Cavanagh, K. (2015). How do mindfulness-based cognitive therapy and mindfulness-based stress reduction improve mental health and wellbeing? A systematic review and meta-analysis of mediation studies. Clinical Psychology Review, 37, 1–12.

    Article  PubMed  Google Scholar 

  • Guastella, A. J., & Moulds, M. L. (2007). The impact of rumination on sleep quality following a stressful life event. Personality and Individual Differences, 42(6), 1151–1162.

    Article  Google Scholar 

  • Hayes, A. F. (2009). Beyond Baron and Kenny: Statistical mediation analysis in the new millennium. Communication Monographs, 76(4), 408–420.

    Article  Google Scholar 

  • Hayes, A. F. (2012). PROCESS: A versatile computational tool for observed variable mediation, moderation, and conditional process modeling [White paper]. Retrieved from http://www.afhayes.com/public/process2012.pdf.

  • Hayes, A. F. (2013). Introduction to mediation: A regression-based approach. New York: Guilford Press.

  • Hayes, A. F., & Preacher, K. J. (2014). Statistical mediation analysis with a multicategorical independent variable. British Journal of Mathematical and Statistical Psychology, 67(3), 451–470.

  • Holdaway, A. S., Luebbe, A. M., & Becker, S. P. (2018). Rumination in relation to suicide risk, ideation, and attempts: Exacerbation by poor sleep quality? Journal of Affective Disorders, 236, 6–13.

    Article  PubMed  PubMed Central  Google Scholar 

  • Hülsheger, U. R., Feinholdt, A., & Nübold, A. (2015). A low-dose mindfulness intervention and recovery from work: Effects on psychological detachment, sleep quality, and sleep duration. Journal of Occupational and Organizational Psychology, 88(3), 464–489.

    Article  Google Scholar 

  • Ietsugu, T., Crane, C., Hackmann, A., Brennan, K., Gross, M., Crane, R. S., et al. (2015). Gradually getting better: Trajectories of change in rumination and anxious worry in mindfulness-based cognitive therapy for prevention of relapse to recurrent depression. Mindfulness, 6(5), 1088–1094.

    Article  Google Scholar 

  • Irwin, M. R., Olmstead, R., & Carroll, J. E. (2016). Sleep disturbance, sleep duration, and inflammation: A systematic review and meta-analysis of cohort studies and experimental sleep deprivation. Biological Psychiatry, 80(1), 40–52.

    Article  PubMed  Google Scholar 

  • James, J. E., Kristjánsson, Á. L., & Sigfúsdóttir, I. D. (2011). Adolescent substance use, sleep, and academic achievement: Evidence of harm due to caffeine. Journal of Adolescence, 34(4), 665–673.

    Article  PubMed  Google Scholar 

  • Johnson, E. O., & Breslau, N. (2001). Sleep problems and substance use in adolescence. Drug & Alcohol Dependence, 64(1), 1–7.

    Article  Google Scholar 

  • Jose, P. E., Wilkins, H., & Spendelow, J. S. (2012). Does social anxiety predict rumination and co-rumination among adolescents? Journal of Clinical Child & Adolescent Psychology, 41(1), 86–91.

    Article  Google Scholar 

  • Koster, E. H., De Lissnyder, E., Derakshan, N., & De Raedt, R. (2011). Understanding depressive rumination from a cognitive science perspective: The impaired disengagement hypothesis. Clinical Psychology Review, 31(1), 138–145.

    Article  PubMed  Google Scholar 

  • LePera, N. (2011). Relationships between boredom proneness, mindfulness, anxiety, depression, and substance use. The New School Psychology Bulletin, 8(2), 15–25.

    Google Scholar 

  • Liu, X. C., Tang, M. Q., Hu, L., Wang, A. L., Wu, X. G., Zhao, G. F., et al. (1996). The study on the reliability and validity of Pittsburgh sleep quality index. Chinese Journal of Psychiatry, 29(2), 103–107.

    Google Scholar 

  • MacKinnon, D. P., Lockwood, C. M., Hoffman, J. M., West, S. G., & Sheets, V. (2002). A comparison of methods to test mediation and other intervening variable effects. Psychological Methods, 7(1), 83–104.

    Article  PubMed  PubMed Central  Google Scholar 

  • McLaughlin, K. A., & Nolen-Hoeksema, S. (2011). Rumination as a transdiagnostic factor in depression and anxiety. Behaviour Research and Therapy, 49(3), 186–193.

    Article  PubMed  Google Scholar 

  • Michl, L. C., Mclaughlin, K. A., Shepherd, K., & Nolen-hoeksema, S. (2013). Rumination as a mechanism linking stressful life events to symptoms of depression and anxiety: Longitudinal evidence in early adolescents and adults. Journal of Abnormal Psychology, 122(2), 339–352.

    Article  PubMed  PubMed Central  Google Scholar 

  • Modini, M., Rapee, R. M., Costa, D. S., & Abbott, M. J. (2018). Modelling the relationship between changes in social anxiety and rumination before and after treatment. Cognitive Therapy and Research, 42(3), 250–260.

    Article  Google Scholar 

  • Monroe, S. M., & Simons, A. D. (1991). Diathesis–stress theories in the context of life stress research. Psychological Bulletin, 110(3), 406–425.

    Article  PubMed  Google Scholar 

  • Morgan, D. (2003). Mindfulness-based cognitive therapy for depression: A new approach to preventing relapse. Psychotherapy research: journal of the Society for Psychotherapy Research, 13(1), 123–125.

    Article  Google Scholar 

  • Muris, P., Roelofs, J., Rassin, E., Franken, I., & Mayer, B. (2005). Mediating effects of rumination and worry on the links between neuroticism, anxiety and depression. Personality and Individual Differences, 39(6), 1105–1111.

    Article  Google Scholar 

  • Nolen-Hoeksema, S., & Morrow, J. (1991). A prospective study of depression and posttraumatic stress symptoms after a natural disaster: the 1989 Loma Prieta Earthquake. Journal of Personality and Social Psychology, 61(1), 115–121.

  • Nolen-Hoeksema, S., & Harrell, Z. A. (2002). Rumination, depression, and alcohol use: Tests of gender differences. Journal of Cognitive Psychotherapy, 16(4), 391–403.

    Article  Google Scholar 

  • Nolen-Hoeksema, S., Stice, E., Wade, E., & Bohon, C. (2007). Reciprocal relations between rumination and bulimic, substance abuse, and depressive symptoms in female adolescents. Journal of Abnormal Psychology, 116(1), 198–207.

    Article  PubMed  Google Scholar 

  • Nolen-Hoeksema, S., Wisco, B. E., & Lyubomirsky, S. (2008). Rethinking rumination. Perspectives on Psychological Science, 3(5), 400–424.

    Article  PubMed  Google Scholar 

  • Olatunji, B. O., Naragon-Gainey, K., & Wolitzky-Taylor, K. B. (2013). Specificity of rumination in anxiety and depression: A multimodal meta-analysis. Clinical Psychology: Science and Practice, 20(3), 225–257.

    Google Scholar 

  • Owens, J. A., Spirito, A., McGuinn, M., & Nobile, C. (2000). Sleep habits and sleep disturbance in elementary school-aged children. Journal of Developmental and Behavioral Pediatrics, 21(1), 27–36.

    Article  PubMed  Google Scholar 

  • Pepping, C. A., Walters, B., Davis, P. J., & O’Donovan, A. (2016). Why do people practice mindfulness? An investigation into reasons for practicing mindfulness meditation. Mindfulness, 7(2), 542–547.

    Article  Google Scholar 

  • Pigeon, W. R., Pinquart, M., & Conner, K. (2012). Meta-analysis of sleep disturbance and suicidal thoughts and behaviors. Journal of Clinical Psychiatry, 73(9), e1160–e1167.

    Article  PubMed  Google Scholar 

  • Querstret, D., & Cropley, M. (2012). Exploring the relationship between work-related rumination, sleep quality and work-related fatigue. Journal of Occupational Health Psychology, 17(3), 341–353.

    Article  PubMed  Google Scholar 

  • Ramsawh, H. J., Stein, M. B., Belik, S. L., Jacobi, F., & Sareen, J. (2009). Relationship of anxiety disorders, sleep quality, and functional impairment in a community sample. Journal of Psychiatric Research, 43(10), 926–933.

    Article  PubMed  Google Scholar 

  • Roehrs, T. A., & Roth, T. (2015). Sleep disturbance in substance use disorders. The Psychiatric Clinics of North America, 38(4), 793–803.

    Article  PubMed  PubMed Central  Google Scholar 

  • Roelofs, J., Huibers, M., Peeters, F., Arntz, A., & van Os, J. (2008). Rumination and worrying as possible mediators in the relation between neuroticism and symptoms of depression and anxiety in clinically depressed individuals. Behaviour Research and Therapy, 46(12), 1283–1289.

    Article  PubMed  Google Scholar 

  • Ruiz-Robledillo, N., Canário, C., Dias, C. C., Moya-Albiol, L., & Figueiredo, B. (2015). Sleep during the third trimester of pregnancy: The role of depression and anxiety. Psychology, Health & Medicine, 20(8), 927–932.

    Article  Google Scholar 

  • Sadigh, M., Himmanen, S., & Scepansky, J. (2014). An investigation of the prevalence of insomnia in college students and its relationship to trait anxiety. College Student Journal, 48(3), 397–406.

    Google Scholar 

  • Shiah, Y. J., Chang, F., Chiang, S. K., Lin, I. M., & Tam, W. C. C. (2015). Religion and health: Anxiety, religiosity, meaning of life and mental health. Journal of Religion and Health, 54(1), 35–45.

    Article  PubMed  Google Scholar 

  • Sit, D., Luther, J., Buysse, D., Dills, J. L., Eng, H., Okun, M., et al. (2015). Suicidal ideation in depressed postpartum women: Associations with childhood trauma, sleep disturbance and anxiety. Journal of Psychiatric Research, 66, 95–104.

    Article  PubMed  Google Scholar 

  • Slavish, D. C., & Graham-Engeland, J. E. (2015). Rumination mediates the relationships between depressed mood and both sleep quality and self-reported health in young adults. Journal of Behavioral Medicine, 38(2), 204–213.

    Article  PubMed  Google Scholar 

  • Smith, J. P., & Book, S. W. (2008). Anxiety and substance use disorders: a review. The Psychiatric Times, 25(10), 19.

  • Stoia-Caraballo, R., Rye, M. S., Pan, W., Kirschman, K. J. B., Lutz-Zois, C., & Lyons, A. M. (2008). Negative affect and anger rumination as mediators between forgiveness and sleep quality. Journal of Behavioral Medicine, 31(6), 478–488.

    Article  PubMed  Google Scholar 

  • Takano, K., Iijima, Y., & Tanno, Y. (2012). Repetitive thought and self-reported sleep disturbance. Behavior Therapy, 43(4), 779–789.

    Article  PubMed  Google Scholar 

  • Thomsen, D. K., Mehlsen, M. Y., Christensen, S., & Zachariae, R. (2003). Rumination—Relationship with negative mood and sleep quality. Personality and Individual Differences, 34(7), 1293–1301.

    Article  Google Scholar 

  • Uhde, T. W., Cortese, B. M., & Vedeniapin, A. (2009). Anxiety and sleep problems: Emerging concepts and theoretical treatment implications. Current Psychiatry Reports, 11(4), 269–276.

    Article  PubMed  Google Scholar 

  • Vannikov-Lugassi, M., & Soffer-Dudek, N. (2018). No time like the present: Thinking about the past and the future is related to state dissociation among individuals with high levels of psychopathological symptoms. Frontiers in Psychology, 9, 2465.

    Article  PubMed  PubMed Central  Google Scholar 

  • Wahl, K., Huelle, J. O., Zurowski, B., & Kordon, A. (2013). Managing obsessive thoughts during brief exposure: An experimental study comparing mindfulness-based strategies and distraction in obsessive–compulsive disorder. Cognitive Therapy and Research, 37(4), 752–761.

    Article  Google Scholar 

  • Wang, Y., & Kong, F. (2014). The role of emotional intelligence in the impact of mindfulness on life satisfaction and mental distress. Social Indicators Research, 116(3), 843–852.

    Article  Google Scholar 

  • Wong, M. M., Brower, K. J., Fitzgerald, H. E., & Zucker, R. A. (2004). Sleep problems in early childhood and early onset of alcohol and other drug use in adolescence. Alcoholism: Clinical and Experimental Research, 28(4), 578–587.

    Article  Google Scholar 

  • Yang, J., Ling, Y., Xiao, J., & Yao, S. Q. (2009). The Chinese version of ruminative responses scale in high school students: Its reliability and validity. Chinese Journal of Clinical Psychology, 17(1), 27–28.

    Google Scholar 

  • Yook, K., Kim, K. H., Suh, S. Y., & Lee, K. S. (2010). Intolerance of uncertainty, worry, and rumination in major depressive disorder and generalized anxiety disorder. Journal of Anxiety Disorders, 24(6), 623–628.

    Article  PubMed  Google Scholar 

  • Zawadzki, M. J., Graham, J. E., & Gerin, W. (2013). Rumination and anxiety mediate the effect of loneliness on depressed mood and sleep quality in college students. Health psychology: official journal of the Division of Health Psychology, American Psychological Association, 32(2), 212–222.

    Article  Google Scholar 

  • Zhou, Z. K., Liu, Q. Q., Niu, G. F., Sun, X. J., & Fan, C. Y. (2017). Bullying victimization and depression in Chinese children: A moderated mediation model of resilience and mindfulness. Personality and Individual Differences, 104, 137–142.

    Article  Google Scholar 

  • Zoccola, P. M., Dickerson, S. S., & Lam, S. (2009). Rumination predicts longer sleep onset latency after an acute psychosocial stressor. Psychosomatic Medicine, 71(7), 771–775.

    Article  PubMed  Google Scholar 

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Acknowledgements

This paper is supported by the China Postdoctoral Science Foundation (2018 M632285, the Postdoctoral Research Funding Program of Jiangsu Province(1701078C) and the Jiangsu Province Social Science Fund Project (18SHC006).

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CQ and ZH wrote the manuscript and performed the statistical analysis. JY and YL revised the manuscript and was responsible for the design of the study. All authors read and approved the final manuscript.

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Correspondence to Huidi Zhao or Ying Liang.

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Cao, Q., Zhao, H., Yao, J. et al. Anxiety and sleep quality in Chinese persons with a substance use disorder: A moderated mediation model of rumination and mindfulness. Curr Psychol 40, 2715–2724 (2021). https://doi.org/10.1007/s12144-019-00200-5

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