Abstract
Background
Cancer survivors may experience posttraumatic growth (PTG), positive psychological changes resulting from highly stressful events; however, the longitudinal course of PTG is poorly understood.
Purpose
The purpose of the present study was to determine trajectories of PTG in breast cancer survivors and associated characteristics.
Methods
Women (N = 653) participating in a longitudinal observational study completed questionnaires within 8 months of breast cancer diagnosis and 6, 12, and 18 months later. Group-based modeling identified PTG trajectories. Chi-square tests and ANOVA detected group differences in demographic, medical, and psychosocial variables.
Results
Six trajectory groups emerged. Three were stable at different levels of PTG, two increased modestly, and one increased substantially over time. Trajectory groups differed by age, race, receipt of chemotherapy, illness intrusiveness, depressive symptoms, active-adaptive coping, and social support.
Conclusions
This first examination of PTG trajectories in US cancer survivors elucidates heterogeneity in longitudinal patterns of PTG. Future research should determine whether other samples exhibit similar trajectories and whether various PTG trajectories predict mental and physical health outcomes.
Similar content being viewed by others
References
Calhoun LG, Tedeschi RG. Posttraumatic growth: The positive lessons of loss. In: Neimeyer RA, ed. Meaning reconstruction & the experience of loss. Illustratedth ed. Washington, DC, US: American Psychological Assoication; 2001: 157-172.
Tedeschi RG, Calhoun LG. Posttraumatic growth: conceptual foundations and empirical evidence. Psychol Inq. 2004; 15(1): 1-18. doi:10.1207/s15327965pli1501_01.
Tedeschi RG, Calhoun LG. The posttraumatic growth inventory: measuring the positive legacy of trauma. J Trauma Stress. 1996; 9(3): 455-72.
Stanton AL, Bower JE, Low CA. Posttraumatic growth after cancer. In: Calhoun LG, Tedeschi RG, eds. Handbook of posttraumatic growth: Research and practice. Mahway, NJ: Lawrence Erlbaum Associates; 2006: 138-175.
Danhauer SC, Case LD, Tedeschi R, Russell G, Vishnvesky T, Triplett K. Predictors of posttaumatic growth in women with breast cancer. Psycho-Oncol. 2013; 22(12): 2673-83. doi:10.1002/pon.3298.
O'Connor M, Christensen S, Jensen AB, Moller S, Zachariae R. How traumatic is breast cancer? Post-traumatic stress symptoms (PTSS) and risk factors for severe PTSS at 3 and 15 months after surgery in a nationwide cohort of Danish women treated for primary breast cancer. Brit J Cancer. 2011; 104(3): 419-26. doi:10.1038/sj.bjc.6606073.
Costanzo ES, Lutgendorf SK, Mattes ML, et al. Adjusting to life after treatment: distress and quality of life following treatment for breast cancer. Brit J Cancer. 2007; 97(12): 1625-31. doi:10.1038/sj.bjc.6604091.
Hanson FM, Suman VJ, Rummans TA, et al. Physical, psychological and social well-being of women with breast cancer: the influence of disease phase. Psycho-Oncol. 2000; 9(3): 221-31. doi:10.1037/a0028523.
Montazeri A, Vahdaninia M, Harirchi I, Ebrahimi M, Khaleghi F, Jarvandi S. Quality of life in patients with breast cancer before and after diagnosis: an eighteen months follow-up study. BMC Cancer. 2008; 8: 330. doi:10.1186/1471-2407-8-330.
Danhauer SC, Crawford SL, Farmer DF, Avis NE. A longitudinal investigation of coping strategies and quality of life among younger women with breast cancer. J Behav Med. 2009; 32(4): 371-9. doi:10.1007/s10865-009-9211-x.
Knobf MT. Psychosocial responses in breast cancer survivors. Semin Oncol Nurs. 2007; 23(1): 71-83. doi:10.1016/j.soncn.2006.11.009.
Rowland JH, Baker F. Introduction: resilience of cancer survivors across the lifespan. Cancer. 2005; 104(11 Suppl): 2543-8. doi:10.1002/cncr.21487.
McDonough MH, Sabiston CM, Wrosch C. Predicting changes in posttraumatic growth and subjective well-being among breast cancer survivors: the role of social support and stress. Psycho-Oncol. 2013; 23(1): 114-20. doi:10.1002/pon.3380.
Silva S, Crespo C, Canavarro MC. Pathways for psychological adjustment in breast cancer: a longitudinal study on coping strategies and posttraumatic growth. Psychol Health. 2012; 27(11): 1323-41. doi:10.1080/08870446.2012.676644.
Scrignaro M, Barni S, Magrin ME. The combined contribution of social support and coping strategies in predicting post-traumatic growth: a longitudinal study on cancer patients. Psycho-Oncol. 2011; 20(8): 823-31. doi:10.1002/pon.1782.
Tanyi Z, Szluha K, Nemes L, Kovács S, Bugán A. Health-related quality of life, fatigue, and posttraumatic growth of cancer patients undergoing radiation therapy: a longitudinal study. Appl Res Qual Life. 2013; 8(31): 1-14. doi:10.1007/s11482-013-9261-7.
Manne S, Ostroff J, Winkel G, Fox K, Grana G, Goldstein L. Posttraumatic growth after breast cancer: patient, partner, and couple perspectives. Psychosom Med. 2004; 66(3): 442-54. doi:10.1097/?01.psy.0000127689.38525.7d.
Milam JE. Posttraumatic growth among HIV/AIDS patients. J Appl Soc Psychol. 2004; 34(11): 2353-76. doi:10.1111/j.1559-1816.2004.tb01981.x.
Wang AW, Chang CS, Chen ST, Chen DR, Hsu WY. Identification of posttraumatic growth trajectories in the first year after breast cancer surgery. Psychooncology. 2014. doi:10.1002/pon.3577.
Linley PA, Joseph S. Positive change following trauma and adversity: a review. J Trauma Stress. 2004; 17(1): 11-21. doi:10.1023/B:JOTS.0000014671.27856.7e.
Aspinwall LG, MacNamara A. Taking positive changes seriously. Cancer. 2005; 104(11 Suppl): 2549-56. doi:10.1002/cncr.21244.
Avis NE, Levine B, Naughton MJ, Case LD, Naftalis E, Van Zee KJ. Age-related longitudinal changes in depressive symptoms following breast cancer diagnosis and treatment. Breast Cancer Res Tr. 2013; 139(1): 199-206. doi:10.1007/s10549-013-2513-2.
Avis NE, Levine B, Naughton MJ, Case DL, Naftalis E, Van Zee KJ. Explaining age-related differences in depression following breast cancer diagnosis and treatment. Breast Cancer Res Tr. 2012; 136(2): 581-91. doi:10.1007/s10549-012-2277-0.
Beck AT, Steer RA, Ball R, Ranieri W. Comparison of beck depression inventories -IA and -II in psychiatric outpatients. J Pers Assess. 1996; 67(3): 588-97. doi:10.1207/s15327752jpa6703_13.
Beck A. BDI, Beck Depression Inventory: Manual. San Antonio, TX: Psychological Corp; 1987.
Carver CS. You want to measure coping but your protocol's too long: consider the brief COPE. Int J Behav Med. 1997; 4(1): 92-100.
Carver CS, Scheier MF, Weintraub JK. Assessing coping strategies: a theoretically based approach. J Pers Soc Psychol. 1989; 56(2): 267-83. doi:10.1037/0022-3514.56.2.267.
Devins GM, Edworthy SM, Seland TP, Klein GM. Differences in illness intrusiveness across rheumatoid arthritis, end-stage renal disease, and multiple sclerosis. J Nerv Ment Dis. 1993; 181(6): 377-81.
Devins GM, Binik YM, Hutchinson TA, Hollomby DJ, Barre PE, Guttmann RD. The emotional impact of end-stage renal disease: Importance of patients’ perception of intrusiveness and control. Int J Psychiatry Med. 1983; 13(4): 327-43. doi:10.2190/5DCP-25BV-U1G9-9G7C.
Devins GM. Illness intrusiveness and the psychosocial impact of lifestyle disruptions in chronic life-threatening disease. Adv Renal Replace Th. 1994; 1(3): 251-63.
Devins GM. Using the illness intrusiveness ratings scale to understand health-related quality of life in chronic disease. J Psychosom Res. 2010; 68(6): 591-602.
Sherbourne CD, Stewart AL. The MOS social support survey. Soc Sci Med. 1991; 32(6): 705-14.
House JS, Kahn RL, McLeod JD, Williams D. Measures and concepts of social support. In: Cohen S, Syme SL, eds. Social Support and Health. San Diego, CA, US: Academic Press; 1985:83–108.
Jones BL, Nagin DS. Advances in group-based trajectory modeling and an SAS procedure for estimating them. Sociol Method Res. 2007; 35(4): 542-71. doi:10.1177/0049124106292364.
Nagin DS. Group-based modeling of development. Harvard University Press; 2005.
Jones BL, Nagin DS, Roeder K. A SAS procedure based on mixture models for estimating developmental trajectories. Sociol Method Res. 2001; 29(3): 374-93. doi:10.1177/0049124101029003005.
Andruff H, Carraro N, Thompson A, Gaudreau P, Louvet B. Latent class growth modelling: a tutorial. TQMP. 2009; 5(1): 11-24.
Haviland A, Rosenbaum PR, Nagin DS, Tremblay RE. Combining group-based trajectory modeling and propensity score matching for causal inferences in non-experimental longitudinal data. Dev Psychol. 2008; 44(2): 422-36. doi:10.1037/0012-1649.44.2.422.
Calhoun LG, Cann A, Tedeschi RG. The posttraumatic growth model: Sociocultural considerations. In: Weiss T, Berger R, eds. Posttraumatic growth and culturally competent practice: Lessons learned from around the globe. Hoboken, NJ: John Wiley & Sons, Inc; 2010: 1-14.
Sohl SJ, Levine B, Case LD, Danhauer SC, Avis NE. Trajectories of illness intrusiveness domains following a diagnosis of breast cancer. Health Psychol. 2014; 33(3): 232-41. doi:10.1037/a0032388.
Helgeson VS, Snyder P, Seltman H. Psychological and physical adjustment to breast cancer over 4 years: identifying distinct trajectories of change. Health Psychol. 2004; 23(1): 3-15. doi:10.1037/0278-6133.23.1.3.
Henselmans I, Helgeson VS, Seltman H, De-Vries J, Sanderman R, Ranchor AV. Identification and prediction of distress trajectories in the first year after a breast cancer diagnosis. Health Psychol. 2010; 29(2): 160-8. doi:10.1037/a0017806.
Lam WW, Bonanno GA, Mancini AD, et al. Trajectories of psychological distress among Chinese women diagnosed with breast cancer. Psycho-Oncol. 2010; 19(10): 1044-51. doi:10.1002/pon.1658.
Weiss T, Berger R. Posttraumatic growth around the globe: Research findings and practice implications. In: Posttraumatic growth and culturally compentent practice: Lessons learned from around the globe. Hoboken, NJ: US: John Wiley & Sons Inc; 2010: 189-195.
Funding
Funding for this project was provided by grants from the National Cancer Institute (R03CA150593-01A1, R25 CA122061, P30 CA012197), the National Institutes of Health Building Interdisciplinary Research Careers in Women’s Health (BIRCWH) Scholar Program (2K12HD043483-11), and the Department of Defense (Grant # DAMD17-01-1-0447). The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health or the Department of Defense.
Authors’ Statement of Conflict of Interest and Adherence to Ethical Standards
Suzanne C. Danhauer, Greg Russell, L. Douglas Case, Stephanie J. Sohl, Richard G. Tedeschi, Elizabeth L. Addington, Kelli Triplett, Kimberly J. Van Zee, Elizabeth Z. Naftalis, Beverly Levine, and Nancy E. Avis declare that they have no conflict of interest. All procedures, including the informed consent process, were conducted in accordance with the ethical standards of the responsible committee on human experimentation (institutional and national) and with the Helsinki Declaration of 1975, as revised in 2000.
Author information
Authors and Affiliations
Corresponding author
About this article
Cite this article
Danhauer, S.C., Russell, G., Case, L.D. et al. Trajectories of Posttraumatic Growth and Associated Characteristics in Women with Breast Cancer. ann. behav. med. 49, 650–659 (2015). https://doi.org/10.1007/s12160-015-9696-1
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12160-015-9696-1