Abstract
The role of self-efficacy to cope with breast cancer as a mediator and/or moderator in the relationship of trait resilience to quality of life and psychological symptoms was examined in this study. Data from the BOUNCE Project (https://www.bounce-project.eu/) were used. Women diagnosed with and in treatment for breast cancer (N = 484), from four countries, participated in the study. Trait resilience and coping self-efficacy were assessed at baseline (soon after the beginning of systemic treatment), and outcomes (quality of life, psychological symptoms) 3 months later. Hierarchical regression, mediation, moderation, and conditional (moderated) mediation and moderation analyses were performed to examine the study hypotheses. Coping self-efficacy mediated the impact of trait resilience. In addition, higher levels of resilience in combination with higher levels of coping self-efficacy were associated with better outcomes. Country of origin had no impact on these results. Overall, it seems that coping self-efficacy is a key factor that should be taken into account for research and intervention efforts in cancer.
Similar content being viewed by others
Data Availability
Available upon reasonable requests.
Code Availability
Not applicable.
References
Aaronson, N. K., Ahmedzai, S., Bergman, B., Bullinger, M., Cull, A., Duez, N. J., Filiberti, A., Flechtner, H., Fleishman, S. B., de Haes, J. C., & Kaasa, S. (1993). The European Organization for Research and Treatment of Cancer QLQ-C30: A quality-of-life instrument for use in international clinical trials in oncology. Journal of the National Cancer Institute, 85, 365–376.
Albrecht, K., Droll, H., Giesler, J. M., Nashan, D., Meiss, F., & Reuter, K. (2013). Self-efficacy for coping with cancer in melanoma patients: Its association with physical fatigue and depression. Psycho-Oncology, 22, 1972–1978.
Bandura, A. (1997). Self-efficacy: The exercise of control. Freeman & Co.
Black, R., & Dorstyn, D. (2015). A biopsychosocial model of resilience for multiple sclerosis. Journal of Health Psychology, 20, 1434–1444.
Bonanno, G. A., Romero, S. A., & Klein, S. I. (2015). The temporal elements of psychological resilience: An integrative framework for the study of individuals, families, and communities. Psychological Inquiry, 26, 139–169.
Boyle, G. J., Wongsri, N., Bahr, M., Macayan, J. V., & Bentler, P. M. (2020). Cross-cultural differences in personality, motivation and cognition in Asian vs. Western societies. Personality and Individual Differences, 159, 109834.
Brandão, T., Schulz, M. S., & Matos, P. M. (2017). Psychological adjustment after breast cancer: A systematic review of longitudinal studies. Psycho-Oncology, 26, 917–926.
Campbell-Sills, L., & Stein, M. B. (2007). Psychometric analysis and refinement of the Connor– Davidson Resilience Scale (CD-RISC): Validation of a 10-item measure of resilience. Journal of Traumatic Stress, 20, 1019–1028.
Chirico, A., Lucidi, F., Merluzzi, T., Alivernini, F., De Laurentiis, M., Botti, G., & Giordano, A. (2017). A meta-analytic review of the relationship of cancer coping self-efficacy with distress and quality of life. Oncotarget, 8, 36800–36811.
Connor, K. M., & Davidson, J. R. T. (2003). Development of a new resilience scale: The Connor-Davidson Resilience Scale (CD-RISC). Depression and Anxiety, 18, 76–82.
Deshields, T. L., Heiland, M. F., Kracen, A. C., & Dua, P. (2016). Resilience in adults with cancer: Development of a conceptual model. Psycho-Oncology, 25, 11–18.
Fatiregun, O. A., Olagunju, A. T., Erinfolami, A. R., Fatiregun, O. A., Arogunmati, O. A., & Adeyemi, J. D. (2016). Anxiety disorders in breast cancer: Prevalence, types, and determinants. Journal of Psychosocial Oncology, 34, 432–447.
Ferreira, A. R., Di Meglio, A., Pistilli, B., Gbenou, A. S., El-Mouhebb, M., Dauchy, S., Charles, C., Joly, F., Everhard, S., Lambertini, M., Coutant, C., Cottu, P., Lerebours, F., Petit, T., Dalenc, F., Rouanet, P., Arnaud, A., Martin, A., Berille, J.,…Vaz-Luis, I. (2019). Differential impact of endocrine therapy and chemotherapy on quality of life of breast cancer survivors: A prospective patient-reported outcomes analysis. Annals of Oncology, 30, 1784–1795.
Ganz, P. A., Kwan, L., Stanton, A. L., Krupnick, J. L., Rowland, J. H., Meyerowitz, B. E., Bower, J. E., & Belin, T. R. (2004). Quality of life at the end of primary treatment of breast cancer: First results from the moving beyond cancer randomized trial. Journal of the National Cancer Institute, 96, 376–387.
Guimond, A. J., Ivers, H., & Savard, J. (2019). Is emotion regulation associated with cancer-related psychological symptoms? Psychology & Health, 34, 44–63.
Hamama-Raz, Y., Solomon, Z., Schachter, J., & Azizi, E. (2007). Objective and subjective stressors and the psychological adjustment of melanoma survivors. Psycho-Oncology, 16, 287–294.
Harms, G. A., Cohen, L., Pooley, J. A., Chambers, S. K., Galvão, D. A., & Newton, R. U. (2019). Quality of life and psychological distress in cancer survivors: The role of psycho-social resources for resilience. Psycho-Oncology, 28, 271–277.
Hayes, A. F. (2013). Introduction to mediation, moderation, and conditional process analysis a regression-based approach. Guilford.
Heitzmann, C. A., Merluzzi, T. V., Jean-Pierre, P., Roscoe, J. A., Kirsh, K. L., & Passik, S. D. (2011). Assessing self-efficacy for coping with cancer: Development and psychometric analysis of the brief version of the cancer behavior inventory (CBI-B). Psycho-Oncology, 20, 302–312.
Henselmans, I., Fleer, J., de Vries, J., Baas, P. C., Sanderman, R., & Ranchor, A. V. (2010). The adaptive effect of personal control when facing breast cancer: Cognitive and behavioural mediators. Psychology and Health, 25, 1023–1040.
Jim, H. S., & Jacobsen, P. B. (2008). Posttraumatic stress and posttraumatic growth in cancer survivorship: A review. The Cancer Journal, 14, 414–419.
Johnson, P. O., & Fay, L. C. (1950). The Johnson-Neyman technique, its theory and application. Psychometrika, 15, 349–367.
Johnston, M. C., Porteous, T., Crilly, M. A., Burton, C. D., Elliott, A., Iversen, L., McArdle, K., Murray, A., Phillips, L. H., & Black, C. (2015). Physical disease and resilient outcomes: A systematic review of resilience definitions and study methods. Psychosomatics, 56, 168–180.
Kant, J., Czisch, A., Schott, S., Siewerdt-Werner, D., Birkenfeld, F., & Keller, M. (2018). Identifying and predicting distinct distress trajectories following a breast cancer diagnosis—from treatment into early survival. Journal of Psychosomatic Research, 115, 6–13.
Kleinman, A. (1980). Patients and healers in the context of culture. University of California Press.
Leventhal, H., Philips, L. A., & Burns, E. (2016). The common-sense model of self-regulation (CSM): A dynamic framework for understanding illness self-management. Journal of Behavioral Medicine, 39, 935–946.
Loprinzi, C. E., Prasad, K., Schroeder, D. R., & Sood, A. (2011). Stress management and resilience training (SMART) program to decrease stress and enhance resilience among breast cancer survivors: A pilot randomized clinical trial. Clinical Breast Cancer, 11, 364–368.
Major, B., Richards, C., Cooper, M. L., Cozzarelli, C., & Zubek, J. (1998). Personal resilience, cognitive appraisals, and coping: An integrative model of adjustment to abortion. Journal of Personality and Social Psychology, 74, 735–752.
Mansano-Schlosser, T. C., Ceolim, M. F., & Valerio, T. D. (2017). Poor sleep quality, depression and hope before breast cancer surgery. Applied Nursing Research, 34, 7–11.
Markovitz, S. E., Schrooten, W., Arntz, A., & Peters, M. L. (2015). Resilience as a predictor for emotional response to the diagnosis and surgery in breast cancer patients. Psycho-Oncology, 24, 1639–1645.
McGinty, H. L., Small, B. J., Laronga, C., & Jacobsen, P. B. (2016). Predictors and patterns of fear of cancer recurrence in breast cancer survivors. Health Psychology, 35, 1–9.
Merluzzi, T. V., & Martinez Sanchez, M. A. (1997). Assessment of self-efficacy and coping with cancer: Development and validation of the cancer behavior inventory. Health Psychology, 16, 163–170.
Merluzzi, T., Pustejovsky, J. E., Philip, E. J., Sohl, S. J., Berendsen, M., & Salsman, J. M. (2019). Interventions to enhance self-efficacy in cancer patients: A meta-analysis of randomized controlled trials. Psycho-Oncology, 28, 1781–1790.
Min, Y., Yoon, S., Lee, C., Chae, J., Lee, C., Song, K., & Kim, T. (2013). Psychological resilience contributes to low emotional distress in cancer patients. Supportive Care in Cancer, 21, 2469–2476.
Mitchell, A. J., Chan, M., Bhatti, H., Halton, M., Grassi, L., Johansen, C., & Meader, N. (2011). Prevalence of depression, anxiety and adjustment disorder in oncological hematological and palliative-care settings: A meta-analysis of 94 interview-based studies. Lancet Oncology, 2, 160–174.
Mosher, C. E., DuHamel, K. N., Egert, J., & Smith, M. Y. (2010). Self-efficacy for coping with cancer in a multiethnic sample of breast cancer patients: Associations with barriers to pain management and distress. Clinical Journal of Pain, 26, 227–234.
O’Shea, D. M., Dotson, V. M., & Fieo, R. A. (2017). Aging perceptions and self-efficacy mediate the association between personality traits and depressive symptoms in older adults. International Journal of Geriatric Psychiatry, 32, 1217–1225.
Park, E. M., Gelber, S., Rosenberg, S. M., Seah, D. S. E., Schapira, L., Come, S. E., & Partridge, A. H. (2018). Anxiety and depression in young women with metastatic breast cancer: A cross-sectional study. Psychosomatics, 59, 251–258.
Philip, E. J., Merluzzi, T. V., Zhang, Z., & Heitzmann, C. A. (2013). Depression and cancer survivorship: Importance of coping self-efficacy in post-treatment survivors. Psycho-Oncology, 22, 987–994.
Pilevarzadeh, M., Amirshahi, M., Afsargharehbagh, R., Rafiemanesh, H., Hashemi, S.-M., & Balouchi, A. (2019). Global prevalence of depression among breast cancer patients: A systematic review and meta-analysis. Breast Cancer Research and Treatment, 176, 519–533.
Strauss, B., Brix, C., Fischer, S., Leppert, K., Füller, J., Roehrig, B., Schleussner, C., & Wendt, T. G. (2007). The influence of resilience on fatigue in cancer patients undergoing radiation therapy. Journal of Cancer Research and Clinical Oncology, 133, 511–518.
Tu, P., Yeh, D., & Hsieh, H. (2020). Positive psychological changes after breast cancer diagnosis and treatment: The role of trait resilience and coping styles. Journal of Psychosocial Oncology, 38, 156–170.
Ungar, M. (2010). What is resilience across cultures and contexts? Advances to the theory of positive development among individuals and families under stress. Journal of Family Psychotherapy, 21, 1–16.
Ungar, M. (2013). Resilience, trauma, context, and culture. Trauma, Violence, and Abuse, 14, 255–266.
Wang, Z., Liu, L., Shi, M., & Wang, L. (2016). Exploring correlations between positive psychological resources and symptoms of psychological distress among hematological cancer patients: A cross-sectional study. Psychology, Health and Medicine, 21, 571–582.
Wender, R. (2020). Integrating oncology, psychosocial, and medical care: The path forward. Psycho-Oncology, 29, 461–464.
Windle, G. (2011). What is resilience? A review and concept analysis. Review in Clinical Gerontology, 21, 152–169.
Yi-Frazier, J. P., Yaptangco, M., Semana, S., Buscaino, E., Thompson, V., Cochrane, K., Tabile, M., Alving, E., & Rosenberg, A. R. (2015). The association of personal resilience with stress, coping, and diabetes outcomes in adolescents with type 1 diabetes: Variable- and person-focused approaches. Journal of Health Psychology, 20, 1196–1206.
Yu, Y., & Luo, J. (2018). Dispositional optimism and well-being in college students: Self-efficacy as a mediator. Social Behavior and Personality: An International Journal, 46, 783–792.
Zigmond, A. S., & Snaith, R. P. (1983). The Hospital Anxiety and Depression Scale (validity and reliability). Acta Psychiatrica Scandinavica, 67, 361–370.
Funding
This study was funded by the European Union’s Horizon 2020 research and innovation programme under Grant agreement No. 777167.
Author information
Authors and Affiliations
Contributions
All authors contributed to the study conception and design. Material preparation, data collection and analysis were performed by all authors. The first draft of the manuscript was written by ECK and PS and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Conflict of interest
E. C. Karademas, P. Simos, R. Pat-Horenczyk, I. Roziner, K. Mazzocco, B. Sousa, G. Stamatakos, G. Tsakou, F. Cardoso, D. Frasquilho, E. Kolokotroni, C. Marzorati, J. Mattson, A. J. Oliveira-Maia, K. Perakis, G. Pettini, L. Vehmanen and, P. Poikonen-Saksela have no relevant financial or non-financial interests to disclose. In addition, the authors have no conflicts of interest to declare that are relevant to the content of this article.
Ethical Approval
The entire study was approved by the European Institute of Oncology, Applied Research Division for Cognitive and Psychological Science (Approval No R868/18 – IEO 916) and the ethical committees of each participating hospital. The study was performed in accordance with the ethical standards as laid down in the 1964 Declaration of Helsinki and its later amendments.
Human and Animal Rights
The study was performed in accordance with the ethical standards as laid down in the 1964 Declaration of Helsinki and its later amendments in 2000 and 2008.
Consent to Participate
Informed consent was obtained from all individual participants included in the study.
Consent for Publication
Not applicable.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Karademas, E.C., Simos, P., Pat-Horenczyk, R. et al. The Interplay Between Trait Resilience and Coping Self-efficacy in Patients with Breast Cancer: An International Study. J Clin Psychol Med Settings 30, 119–128 (2023). https://doi.org/10.1007/s10880-022-09872-x
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10880-022-09872-x