Relationship between Resilience, Psychological Distress and Physical Activity in Cancer Patients: A Cross-Sectional Observation Study

Martin Matzka, Hanna Mayer, Sabine Köck-Hódi, Christina Moses-Passini, Catherine Dubey, Patrick Jahn, Sonja Schneeweiss, Manuela Eicher, Martin Matzka, Hanna Mayer, Sabine Köck-Hódi, Christina Moses-Passini, Catherine Dubey, Patrick Jahn, Sonja Schneeweiss, Manuela Eicher

Abstract

Objective: Psychological distress remains a major challenge in cancer care. The complexity of psychological symptoms in cancer patients requires multifaceted symptom management tailored to individual patient characteristics and active patient involvement. We assessed the relationship between resilience, psychological distress and physical activity in cancer patients to elucidate potential moderators of the identified relationships.

Method: A cross-sectional observational study to assess the prevalence of symptoms and supportive care needs of oncology patients undergoing chemotherapy, radiotherapy or chemo-radiation therapy in a tertiary oncology service. Resilience was assessed using the 10-item Connor-Davidson Resilience Scale (CD-RISC 10), social support was evaluated using the 12-item Multidimensional Scale of Perceived Social Support (MSPSS) and both psychological distress and activity level were measured using corresponding subscales of the Rotterdam Symptom Checklist (RSCL). Socio-demographic and medical data were extracted from patient medical records. Correlation analyses were performed and structural equation modeling was employed to assess the associations between resilience, psychological distress and activity level as well as selected socio-demographic variables.

Results: Data from 343 patients were included in the analysis. Our revised model demonstrated an acceptable fit to the data (χ2(163) = 313.76, p = .000, comparative fit index (CFI) = .942, Tucker-Lewis index (TLI) = .923, root mean square error of approximation (RMSEA) = .053, 90% CI [.044.062]). Resilience was negatively associated with psychological distress (β = -.59), and positively associated with activity level (β = .20). The relationship between resilience and psychological distress was moderated by age (β = -0.33) but not social support (β = .10, p = .12).

Conclusion: Cancer patients with higher resilience, particularly older patients, experience lower psychological distress. Patients with higher resilience are physically more active. Evaluating levels of resilience in cancer patients then tailoring targeted interventions to facilitate resilience may help improve the effectiveness of psychological symptom management interventions.

Conflict of interest statement

Competing Interests: The authors have declared that no competing interests exist.

Figures

Fig 1. Conceptual diagram.
Fig 1. Conceptual diagram.
Proposed relationship between resilience (Connor-Davidson Resilience Scale), psychological distress and activity level (Rotterdam Symptom Checklist), with age and social support as moderators.
Fig 2. Statistical diagram of the revised…
Fig 2. Statistical diagram of the revised model.
Relationship between resilience (Connor-Davidson Resilience Scale) psychological distress and activity level (Rotterdam Symptom Checklist). Regression paths for age and social support are also shown, controlling for work status in the analysis. Note. Resilience*Age, Resilience*Social support: the moderating effects of age and social support. Standardized coefficients and standard errors are shown. aResidual error in the prediction of the latent variable. **p < 0.01
Fig 3. Moderating effect of age on…
Fig 3. Moderating effect of age on the relationship between resilience and psychological distress.
The moderator effects by age showing that compared to younger patients, older patients with equivalent levels of resilience (measured by CD-RISC 10) have lower levels of psychological distress (measured by RSCL). Note. The values of age represent the 10th, 25th, 50th, 75th and 90th percentiles in the sample distribution of age.

References

    1. Kroenke K, Johns SA, Theobald D, Wu J, Tu W. Somatic symptoms in cancer patients trajectory over 12 months and impact on functional status and disability. Supportive care in cancer: official journal of the Multinational Association of Supportive Care in Cancer. 2013. March;21(3):765–73.
    1. Walker MS, Masaquel AS, Kerr J, Lalla D, Abidoye O, Houts AC, et al. Early treatment discontinuation and switching in first-line metastatic breast cancer: the role of patient-reported symptom burden. Breast Cancer Res Treat. 2014. April;144(3):673–81. 10.1007/s10549-014-2892-z
    1. Aktas A, Walsh D, Rybicki L. Symptom clusters and prognosis in advanced cancer. Support Care Cancer. 2012. November;20(11):2837–43. 10.1007/s00520-012-1408-9
    1. Cleeland CS. Symptom burden: multiple symptoms and their impact as patient-reported outcomes. J Natl Cancer Inst Monogr. 2007. (37):16–21.
    1. Brant JM, Beck S, Miaskowski C. Building dynamic models and theories to advance the science of symptom management research. J Adv Nurs. 2010. January;66(1):228–40. 10.1111/j.1365-2648.2009.05179.x
    1. Eicher M, Matzka M, Dubey C, White K. Resilience in adult cancer care: an integrative literature review. Oncol Nurs Forum. 2015. January;42(1):E3–16. 10.1188/15.ONF.E3-E16
    1. Cuhadar D, Tanriverdi D, Pehlivan M, Kurnaz G, Alkan S. Determination of the psychiatric symptoms and psychological resilience levels of hematopoietic stem cell transplant patients and their relatives. Eur J Cancer Care (Engl). 2014.
    1. Tian J, Hong JS. Assessment of the relationship between resilience and quality of life in patients with digestive cancer. World J Gastroenterol. 2014. December 28;20(48):18439–44. 10.3748/wjg.v20.i48.18439
    1. Szanton SL, Gill JM. Facilitating resilience using a society-to-cells framework: a theory of nursing essentials applied to research and practice. Advances in Nursing Science. 2010. Oct-Dec;33(4):329–43. 10.1097/ANS.0b013e3181fb2ea2
    1. Herrman H, Stewart DE, Diaz-Granados N, Berger EL, Jackson B, Yuen T. What is resilience? The Canadian Journal of Psychiatry. 2011;56(5):258–65.
    1. Scali J, Gandubert C, Ritchie K, Soulier M, Ancelin M, Chaudieu I. Measuring Resilience in Adult Women Using the 10-Items Connor-Davidson Resilience Scale (CD-RISC). Role of Trauma Exposure and Anxiety Disorders. PloS one. 2012 2012;7(6):e39879 10.1371/journal.pone.0039879
    1. Schumacher A, Sauerland C, Silling G, Berdel WE, Stelljes M. Resilience in patients after allogeneic stem cell transplantation. Support Care Cancer. 2013.
    1. Min JA, Yoon S, Lee CU, Chae JH, Lee C, Song KY, et al. Psychological resilience contributes to low emotional distress in cancer patients. Supportive care in cancer. 2013;21:2469–2476. 10.1007/s00520-013-1807-6
    1. Strauss B, Brix C, Fischer S, Leppert K, Fuller J, Roehrig B, et al. The influence of resilience on fatigue in cancer patients undergoing radiation therapy (RT). J Cancer Res Clin Oncol. 2007;133(8):511–8.
    1. Manning LK, Carr DC, Kail BL. Do Higher Levels of Resilience Buffer the Deleterious Impact of Chronic Illness on Disability in Later Life? The Gerontologist. 2014.
    1. Robottom BJ, Gruber-Baldini AL, Anderson KE, Reich SG, Fishman PS, Weiner WJ, et al. What determines resilience in patients with Parkinson's disease? Parkinsonism Relat Disord. 2012. February;18(2):174–7. 10.1016/j.parkreldis.2011.09.021
    1. Rosenberg AR, Syrjala KL, Martin PJ, Flowers ME, Carpenter PA, Salit RB, et al. Resilience, health, and quality of life among long-term survivors of hematopoietic cell transplantation. Cancer. 2015.
    1. Gotay CC, Isaacs P, Pagano I. Quality of life in patients who survive a dire prognosis compared to control cancer survivors. Psychooncology. 2004. December;13(12):882–92.
    1. Cohen M, Baziliansky S, Beny A. The association of resilience and age in individuals with colorectal cancer: an exploratory cross-sectional study. Journal of geriatric oncology. 2014. January;5(1):33–9. 10.1016/j.jgo.2013.07.009
    1. Dubey C, De Maria J, Hoeppli C, Betticher DC, Eicher M. Resilience and unmet supportive care needs in patients with cancer during early treatment: A descriptive study. European journal of oncology nursing: the official journal of European Oncology Nursing Society. 2015. October;19(5):582–8.
    1. Connor KM, Davidson JR. Development of a new resilience scale: the Connor-Davidson Resilience Scale (CD-RISC). Depress Anxiety. 2003;18(2):76–82.
    1. Hildon Z, Smith G, Netuveli G, Blane D. Understanding adversity and resilience at older ages. Sociol Health Illn. 2008;30(5):726–40. 10.1111/j.1467-9566.2008.01087.x
    1. von Elm E, Altman DG, Egger M, Pocock SJ, Gotzsche PC, Vandenbroucke JP. The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies. Lancet. 2007. October 20;370(9596):1453–7.
    1. Campbell-Sills L, Stein MB. Psychometric analysis and refinement of the Connor-davidson Resilience Scale (CD-RISC): Validation of a 10-item measure of resilience. J Trauma Stress. 2007;20(6):1019–28.
    1. Sarubin N, Gutt D, Giegling I, Bühner M, Hilbert S, Krähenmann O, et al. Erste Analyse der psychometrischen Eigenschaften und Struktur der deutschsprachigen 10- und 25-Item Version der Connor-Davidson Resilience Scale (CD-RISC). Zeitschrift für Gesundheitspsychologie. 2015;23(3):112–22.
    1. Zimet GD, Dahlem NW, Zimet SG, Farley GK. The Multidimensional Scale of Perceived Social Support. J Pers Assess. 1988;52(1):30–41.
    1. Wild D, Grove A, Martin M, Eremenco S, McElroy S, Verjee-Lorenz A, et al. Principles of Good Practice for the Translation and Cultural Adaptation Process for Patient-Reported Outcomes (PRO) Measures: report of the ISPOR Task Force for Translation and Cultural Adaptation. Value in health: the journal of the International Society for Pharmacoeconomics and Outcomes Research. 2005. Mar-Apr;8(2):94–104.
    1. de Haes JC, van Knippenberg FC, Neijt JP. Measuring psychological and physical distress in cancer patients: structure and application of the Rotterdam Symptom Checklist. Br J Cancer. 1990;62(6):1034–8.
    1. de Haes JCJM, Olschewski M. Quality of life assessment in a cross-cultural context: Use of the Rotterdam Symptom Checklist in a multinational randomised trial comparing CMF and Zoladex (Goserlin) treatment in early breast cancer. Ann Oncol., 1998;9(7):745–50.
    1. Marsh HW, Morin AJ, Parker PD, Kaur G. Exploratory structural equation modeling: An integration of the best features of exploratory and confirmatory factor analysis. Annual review of clinical psychology. 2014;10:85–110. 10.1146/annurev-clinpsy-032813-153700
    1. Enders CK. Applied missing data analysis: Guilford Publications; 2010.
    1. Hayes A. F. Introduction to mediation, moderation, and conditional process analysis: A regression-based approach: Guilford Press; 2013.
    1. Ungar M. Researching and theorizing resilience across cultures and contexts. Prev Med. 2012. November;55(5):387–9. 10.1016/j.ypmed.2012.07.021
    1. Bonanno GA. Loss, trauma, and human resilience: have we underestimated the human capacity to thrive after extremely aversive events? The American psychologist. 2004;59(1):20–8.
    1. Windle G, Bennett KM, Noyes J. A methodological review of resilience measurement scales. Health and Quality of Life Outcomes. 2011;9:8 10.1186/1477-7525-9-8
    1. Schulz U, Schwarzer R. Long-Term Effects of Spousal Support on Coping with Cancer After Surgery. Journal of Social and Clinical Psychology. 2004;23(5):716–32.
    1. Cohen S, Gottlieb B, Underwood L. Social relationships and health In: Cohen S, Underwood L., Gottlieb B., editor. Social Support Measurement and Intervention: A Guide for Health and Social Scientists. New York: Oxford University Press; 2000. p. 368.
    1. Mallinckrodt B, Armer JM, Heppner PP. A threshold model of social support, adjustment, and distress after breast cancer treatment. Journal of counseling psychology. 2012;59(1):150–60. 10.1037/a0026549
    1. Taskila T, Lindbohm M-L, Martikainen R, Lehto U-S, Hakanen J, Hietanen P. Cancer survivors’ received and needed social support from their work place and the occupational health services. Support Care Cancer. 2006;14(5):427–35.
    1. Taskila T, Lindbohm ML. Factors affecting cancer survivors' employment and work ability. Acta Oncol. 2007;46(4):446–51.
    1. Egan M, Burke E, Meskell P, MacNeela P, Dowling M. Quality of life and resilience related to chemotherapy-induced peripheral neuropathy in patients post treatment with platinums and taxanes. Journal of Research in Nursing, 2015.

Source: PubMed

Подписаться