Effects of interventions on rumination among individuals with cancer: A systematic review and meta‐analysis
Abstract
Aim: This study aimed to examine the effects of interventions on rumination among individuals with cancer. Design: A systematic review and meta‐analysis. Data Sources: Six databases (Scopus, Cochrane Central Register of Controlled Trials (CENTRAL), PsyArticles, CINAHL, PubMed and Web of Science) were searched for relevant articles published between January 2000 and April 2020. Review methods: The findings of experimental studies (including both experimental and control groups) related to interventions to effect rumination of individuals with cancer were included. Comprehensive meta‐analysis was used to analyse the data. Hedges’ g and 95% confidence intervals (CIs) were computed to estimate the effect. Additionally, funnel plots were created and heterogeneity was analysed using the I 2 test. The Preferred Reporting Items for Systematic Reviews and Meta‐Analysis (PRISMA) was used. Results: Eight studies, which included a total sample of 856 individuals with cancer, were included. Half of the studies ( n = 4) were randomised controlled trials, and six of them had conducted mindfulness‐based interventions. The interventions had significant effects on rumination among individuals with cancer (z = −2.356, Q = 167.663, p < 0.001, I 2 = 95.825%). The effect size was −0.894 (95% CI = [−1.638, −0.150]) and statistically significant ( p < 0.001). Conclusion: The interventions had reduced rumination among individuals with cancer. These effects should be interpreted with caution because there was a high level of heterogeneity. However, only a few studies were included, and the findings underscore the need for further research. Impact: Many individuals are likely to benefit from rumination‐focused interventions, especially mindfulness‐based interventions. Nurses should utilise available opportunities to facilitate the optimal management of cancer‐related rumination.
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Findings from other studies show that mindfulness reduces rumination for both male and female people with cancer.
“findings from other studies showing that mindfulness reduces rumination for both male and female PWC.66,67”
From Mindfulness and Psychosocial Symptoms in People with Cancer: Testing Rumination and Experiential Avoidance as Mediators, and Sex as a Moderator. (2025) · cites this paper as [66]
Experimental studies in cancer populations show that mindfulness-based interventions reduce rumination.
“evidence from experimental studies in cancer-populations showing MBIs reduce rumination, 66”
From Mindfulness and Psychosocial Symptoms in People with Cancer: Testing Rumination and Experiential Avoidance as Mediators, and Sex as a Moderator. (2025) · cites this paper as [66]
Previous intervention and cross-sectional studies report that rumination mediates the relationship from factors related to mindfulness, such as psychological resilience, to fatigue.
“previous intervention and cross-sectional studies report that rumination mediates the relationship from factors related to mindfulness, such as psychological resilience to fatigue.66,71”
From Mindfulness and Psychosocial Symptoms in People with Cancer: Testing Rumination and Experiential Avoidance as Mediators, and Sex as a Moderator. (2025) · cites this paper as [66]
Cites
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: the PRISMA statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & for the PRISMA Group (2009) · BMJ · doi:10.1136/bmj.b2535 · Cited by 83,823 · see citing works
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & The PRISMA Group (2009) · PLoS Medicine · doi:10.1371/journal.pmed.1000097 · Cited by 64,042 · see citing works
Bias in meta-analysis detected by a simple, graphical test
Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997) · BMJ · doi:10.1136/bmj.315.7109.629 · Cited by 56,722 · see citing works
Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement.
(2009) · PubMed Central · Cited by 44,859 · see citing works
GRADE guidelines: 1. Introduction—GRADE evidence profiles and summary of findings tables
Guyatt, G., Oxman, A. D., Akl, E. A., Kunz, R., Vist, G., Brozek, J., Norris, S., Falck-Ytter, Y., Glasziou, P., & deBeer, H. (2011) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2010.04.026 · Cited by 10,681 · see citing works
Hoffmann, T. C., Glasziou, P. P., Boutron, I., Milne, R., Perera, R., Moher, D., Altman, D. G., Barbour, V., Macdonald, H., Johnston, M., et al. (2014) · BMJ · doi:10.1136/bmj.g1687 · Cited by 10,548 · see citing works
Nolen-Hoeksema, S., Wisco, B. E., & Lyubomirsky, S. (2008) · Perspectives on Psychological Science · doi:10.1111/j.1745-6924.2008.00088.x · Cited by 5,172 · see citing works
Statistical Methods for Meta-Analysis.
Freeman, P. R., Hedges, L. V., & Olkin, I. (1986) · Biometrics · doi:10.2307/2531069 · Cited by 4,832 · see citing works
Nolen-Hoeksema, S., & Morrow, J. (1991) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.61.1.115 · Cited by 3,276 · see citing works
Utilization of the PICO framework to improve searching PubMed for clinical questions
Schardt, C., Adams, M. B., Owens, T., Keitz, S., & Fontelo, P. (2007) · BMC Medical Informatics and Decision Making · doi:10.1186/1472-6947-7-16 · Cited by 3,053 · see citing works
Trapnell, P. D., & Campbell, J. D. (1999) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.76.2.284 · Cited by 1,915 · see citing works
Trapnell, P. D., & Campbell, J. D. (1999) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.76.2.284 · Cited by 1,646 · see citing works
Brosschot, J. F., Gerin, W., & Thayer, J. F. (2006) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2005.06.074 · Cited by 1,643 · see citing works
Explaining the gender difference in depressive symptoms.
Nolen-Hoeksema, S., Larson, J., & Grayson, C. (1999) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.77.5.1061 · Cited by 1,543 · see citing works
Temple, R., & Ellenberg, S. S. (2000) · Annals of Internal Medicine · doi:10.7326/0003-4819-133-6-200009190-00014 · Cited by 871 · see citing works
Assessing posttraumatic cognitive processes: the Event Related Rumination Inventory
Cann, A., Calhoun, L. G., Tedeschi, R. G., Triplett, K. N., Vishnevsky, T., & Lindstrom, C. M. (2011) · Anxiety, Stress, & Coping · doi:10.1080/10615806.2010.529901 · Cited by 662 · see citing works
Gender differences in responses to depressed mood in a college sample
Butler, L. D., & Nolen–Hoeksema, S. (1994) · Sex Roles · doi:10.1007/bf01420597 · Cited by 385 · see citing works
The Posttraumatic Growth Model: Sociocultural Considerations
Calhoun, L. G., Cann, A., & Tedeschi, R. G. (2010) · Wiley eBooks · doi:10.1002/9781118270028.ch1 · Cited by 326 · see citing works
Corbett, M. S., Higgins, J. P. T., & Woolacott, N. F. (2014) · Research Synthesis Methods · doi:10.1002/jrsm.1090 · Cited by 273 · see citing works
Positive Outcomes Following Bereavement: Paths to Posttraumatic Growth
Calhoun, L. G., Tedeschi, R. G., Cann, A., & Hanks, E. A. (2010) · Psychologica Belgica · doi:10.5334/pb-50-1-2-125 · Cited by 272 · see citing works
Nolen–Hoeksema, S. (2003) · doi:10.1002/9780470713853.ch6 · Cited by 251 · see citing works
Compen, F., Bisseling, E., Schellekens, M., Donders, R., Carlson, L., van der Lee, M., & Speckens, A. (2018) · Journal of Clinical Oncology · doi:10.1200/jco.2017.76.5669 · Cited by 248 · see citing works
An Interactive Model for the Emergence of Gender Differences in Depression in Adolescence
Nolen–Hoeksema, S. (1994) · Journal of Research on Adolescence · doi:10.1207/s15327795jra0404_5 · Cited by 231 · see citing works
Chan, M. W. C., Ho, S. M. Y., Tedeschi, R. G., & Leung, C. W. L. (2011) · Psycho-Oncology · doi:10.1002/pon.1761 · Cited by 192 · see citing works
Campbell, T. S., Labelle, L. E., Bacon, S. L., Faris, P., & Carlson, L. E. (2012) · Journal of Behavioral Medicine · doi:10.1007/s10865-011-9357-1 · Cited by 173 · see citing works
Schwartze, D., Barkowski, S., Strauss, B. M., Knaevelsrud, C., & Rosendahl, J. (2017) · Psychotherapy Research · doi:10.1080/10503307.2017.1405168 · Cited by 166 · see citing works
Rumination, post‐traumatic growth, and distress: structural equation modelling with cancer survivors
Morris, B., & Shakespeare‐Finch, J. (2010) · Psycho-Oncology · doi:10.1002/pon.1827 · Cited by 154 · see citing works
Cox, S. J., Mezulis, A. H., & Hyde, J. S. (2010) · Developmental Psychology · doi:10.1037/a0019813 · Cited by 152 · see citing works
A Prospective Study of Rumination and Depression in Early Adolescence
Broderick, P. C., & Korteland, C. (2004) · Clinical Child Psychology and Psychiatry · doi:10.1177/1359104504043920 · Cited by 151 · see citing works
Josefsson, T., Ivarsson, A., Lindwall, M., Gustafsson, H., Stenling, A., Böröy, J., Mattsson, E., Carnebratt, J., Sevholt, S., & Falkevik, E. (2017) · Mindfulness · doi:10.1007/s12671-017-0711-4 · Cited by 150 · see citing works
Karlsson, P., & Bergmark, A. (2015) · Addiction · doi:10.1111/add.12799 · Cited by 148 · see citing works
Emotional Expression and Health: Advances in Theory, Assessment and Clinical Applications
Nyklı́ček, I., Temoshok, L. R., & Vingerhoets, A. J. J. M. (2004) · Cited by 142 · see citing works
Relationships between rumination, worry, intolerance of uncertainty and metacognitive beliefs
de Jong-Meyer, R., Beck, B., & Riede, K. (2009) · Personality and Individual Differences · doi:10.1016/j.paid.2008.12.010 · Cited by 134 · see citing works
Rumination and Age: Some Things Get Better
Sütterlin, S., Paap, M. C. S., Babic, S., Kübler, A., & Vögele, C. (2012) · Journal of Aging Research · doi:10.1155/2012/267327 · Cited by 121 · see citing works
Sexual identity after breast cancer
Male, D. A., Fergus, K. D., & Cullen, K. (2015) · Current Opinion in Supportive and Palliative Care · doi:10.1097/spc.0000000000000184 · Cited by 119 · see citing works
Boyle, C. C., Stanton, A. L., Ganz, P. A., Crespi, C. M., & Bower, J. E. (2017) · Journal of Consulting and Clinical Psychology · doi:10.1037/ccp0000186 · Cited by 113 · see citing works
Labelle, L. E., Campbell, T. S., & Carlson, L. E. (2010) · Mindfulness · doi:10.1007/s12671-010-0005-6 · Cited by 102 · see citing works
Depressive Rumination: Nature, Theory and Treatment
(2003) · doi:10.1002/9780470713853 · Cited by 95 · see citing works
Labelle, L. E., Campbell, T. S., Faris, P., & Carlson, L. E. (2015) · Journal of Clinical Psychology · doi:10.1002/jclp.22117 · Cited by 90 · see citing works
Wang, C.-Y., Tripp, C., Sears, S., Xu, L.-K., Tan, Y.-L., Zhou, D., Ma, W., Xu, Z.-Q., Chan, N. A., Ho, C., et al. (2021) · Journal of behavioral medicine · doi:10.1007/s10865-021-00237-7 · Cited by 89 · see citing works
Hanley, A. W., Garland, E. L., & Tedeschi, R. G. (2016) · Psychological Trauma Theory Research Practice and Policy · doi:10.1037/tra0000208 · Cited by 76 · see citing works
Emotional Expression and Health
(2004) · Routledge eBooks · doi:10.4324/9780203484104 · Cited by 72 · see citing works
Cillessen, L., Schellekens, M. P. J., Van de Ven, M. O. M., Donders, A. R. T., Compen, F. R., Bisseling, E. M., Van der Lee, M. L., & Speckens, A. E. M. (2018) · Acta Oncologica · doi:10.1080/0284186x.2018.1479071 · Cited by 66 · see citing works
Mindfulness, rumination and post-traumatic growth in a Chinese cancer sample
An, L., & Ma, T. (2019) · Psychology Health & Medicine · doi:10.1080/13548506.2019.1612079 · Cited by 53 · see citing works
Construal level, rumination, and psychological distress in palliative care
Galfin, J. M., & Watkins, E. R. (2012) · Psycho-Oncology · doi:10.1002/pon.1948 · Cited by 46 · see citing works
(2017) · International journal of research studies in biosciences · doi:10.20431/2349-0365.0505003 · Cited by 46 · see citing works
Training cognitive control to reduce emotional vulnerability in breast cancer
Swainston, J., & Derakshan, N. (2018) · Psycho-Oncology · doi:10.1002/pon.4727 · Cited by 42 · see citing works
Worry, perseverative thinking and health
BROSSCHOT, J. F., & THAYER, J. F. (2004) · Routledge eBooks · doi:10.4324/9780203484104-16 · Cited by 41 · see citing works
Worry and rumination in breast cancer patients: perseveration worsens self-rated health
Renna, M. E., Rosie Shrout, M., Madison, A. A., Lustberg, M., Povoski, S. P., Agnese, D. M., Reinbolt, R. E., Wesolowski, R., Williams, N. O., Ramaswamy, B., et al. (2021) · Journal of Behavioral Medicine · doi:10.1007/s10865-020-00192-9 · Cited by 41 · see citing works
Brief psychological intervention in patients with cervical cancer: A randomized controlled trial.
Shao, D., Gao, W., & Cao, F. (2016) · Health Psychology · doi:10.1037/hea0000407 · Cited by 29 · see citing works
Wang, S., Bressington, D. T., Leung, A. Y. M., Davidson, P. M., & Cheung, D. S. K. (2020) · International Journal of Nursing Studies · doi:10.1016/j.ijnurstu.2020.103643 · Cited by 29 · see citing works
Predictors of anxiety and depression 2 years following treatment in uveal melanoma survivors
Brown, S. L., Hope‐Stone, L., Heimann, H., Damato, B. E., & Salmon, P. (2018) · Psycho-Oncology · doi:10.1002/pon.4715 · Cited by 22 · see citing works
Lam, K. F. Y., Lim, H. A., Tan, J. Y. S., & Mahendran, R. (2015) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2015.06.001 · Cited by 14 · see citing works
Heidarian, A., Zahrakar, K., & Mohsenzade, F. (2016) · Iranian Journal of Breast Disease · Cited by 14 · see citing works
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Öcalan, S., & Üzar‐Özçetin, Y. S. (2020) · Psikiyatride Guncel Yaklasimlar - Current Approaches in Psychiatry · doi:10.18863/pgy.664396 · Cited by 10 · see citing works
Self-citationA retrospective pilot study of high-quality nursing care for cervical cancer
Fu, Y., & Wang, Z.-R. (2018) · Medicine · doi:10.1097/md.0000000000012992 · Cited by 2 · see citing works
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Mao, L., Li, P., Wu, Y., Luo, L., & Hu, M. (2023) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.10.022 · Cited by 68 · see citing works
Wei, S., Qin, W., Yu, Z., Cao, Y., & Li, P. (2025) · BMC Psychology · doi:10.1186/s40359-025-03348-x · Cited by 15 · see citing works
Vargas-Nieto, J. C., Zambrano, D., Montorio, I., & Pineda, L. M. S. (2024) · Mindfulness · doi:10.1007/s12671-024-02321-w · Cited by 15 · see citing works
Cen, Y.-S., & Xia, L. (2024) · Journal of Youth and Adolescence · doi:10.1007/s10964-024-02029-z · Cited by 7 · see citing works
Liu, J., Griva, K., & Mahendran, R. (2023) · Annals of Behavioral Medicine · doi:10.1093/abm/kaad023 · Cited by 8 · see citing works
Conradi, H. S. W., Nguyen, T., Lawal, O. A., & Carlson, L. E. (2025) · Global Advances in Integrative Medicine and Health · doi:10.1177/27536130251367051 · Cited by 1 · see citing works
Nguyen, T. H. H., Bui, H. T., My, H. H., Tran, T. N., Nguyen, A. C., Nguyen, T. C., Do, Q. T., Nguyen, Q. N. B., & Dang, A. Q. (2026) · SAGE Open Nursing · doi:10.1177/23779608261457726 · Cited by 1 · see citing works
Covid‐19‐related ruminations: A qualitative study based on the perspectives of the cancer survivors
Üzar‐Özçetin, Y. S., & Öcalan, S. (2022) · Nursing and Health Sciences · doi:10.1111/nhs.12989 · Cited by 1 · see citing works
Self-citationIndividual Rumination in Adult Cancer Care: A Concept Analysis
Cao, J., & Üzar‐Özçetin, Y. S. (2025) · Seminars in Oncology Nursing · doi:10.1016/j.soncn.2024.151802 · Cited by 1 · see citing works
Self-citationZeng, B., Chen, J., Wang, H., Kong, Z., Dong, N., & Xie, J. (2026) · Psycho-Oncology · doi:10.1002/pon.70479
- Authors
- Öcalan, S., & Üzar‐Özçetin, Y. S.
- Affiliations
- Hacettepe University (TR)
- Corresponding author
- Öcalan, Sinem
- Üzar‐Özçetin, Yeter Sinem
- Venue
- Journal of Advanced Nursing
- Publisher
- Wiley
- Published
- 2021-06-14
- Volume
- 77
- Issue
- 11
- Pages
- 4347-4370
- ISSN
- 0309-2402 (ISSN-L)
- 1365-2648
- OpenAlex
- W3172851346
- Cited by
- 10
- References
- 57
- Citations by year
- 2026: 2 · 2025: 3 · 2024: 2 · 2023: 1 · 2022: 2
- FWCI
- 0.15
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Advanced Nursing (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Oncology › Cancer survivorship and care
- Social Sciences › Psychology › Clinical Psychology › Mindfulness and Compassion Interventions
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Keywords
- rumination, cancer, mindfulness-based interventions, psychological intervention, cancer patients, nursing care
- MeSH terms
- Humans, Neoplasms, Stress, Psychological, Mindfulness
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