Abstract
Purpose
The aim of this study was to identify characteristics of older persons with multiple sclerosis (MS) reporting high and low levels of resilience. We also examined the influence of resilience on three key elements of healthy aging: level of disability, participation and health-related quality of life (HRQoL).
Methods
Data were extracted from the Canadian Survey of Health, Lifestyle and Aging with MS (n = 743). Lifestyle, psychological health, and quality of life variables were compared between people with high and low resilience scores controlling for confounding variables. We used hierarchical regression to determine the unique contribution of resilience and related variables to healthy aging.
Results
Roughly, 1 in 5 respondents reported high resilience (18.8%), while 1 in 3 reported low resilience (33.9%). The group having higher resilience scores lived with less disability (~ 10%) and fatigue, reported greater participation, exercised more, consumed a healthier diet and lived with greater social support and financial security, compared to the lower scoring group. Resilience added only 1–2% of predictive value explaining disability, participation and HRQoL when confounding variables were accounted for. Years since diagnosis, type of MS, depression, fatigue and resilience significantly predicted healthy aging.
Conclusion
Resilience contributed minimally (but significantly) to healthy aging. Older participants scoring higher on resilience reported healthier lifestyle behaviors (more exercise, better diet) and social/financial support compared to lower scoring respondents. Our findings suggest that self-management programs for older persons with MS should focus on three key factors to foster healthy aging: depression, fatigue and resilience.
Similar content being viewed by others
References
Resnick, B. A., & Inguito, P. L. (2011). The Resilience Scale: Psychometric properties and clinical applicability in older adults. Archives of Psychiatric Nursing, 25(1), 11–20.
Wagnild, G. (2003). Resilience and successful aging: Comparison among low and high income older adults. Journal of Gerontological Nursing, 29(12), 42–49.
Wagnild, G. M., & Young, H. M. (1993). Development and psychometric evaluation of the Resilience Scale. Journal of Nursing Measurement, 1, 165.
Silverman, A. M., et al. (2015). Resilience predicts functional outcomes in people aging with disability: A longitudinal investigation. Archives of Physical Medicine and Rehabilitation, 96(7), 1262–1268.
Silverman, A. M., et al. (2017). Bouncing back again, and again: A qualitative study of resilience in people with multiple sclerosis. Disability and Rehabilitation, 39(1), 14–22.
Ploughman, M., et al. (2012). Factors influencing healthy aging with multiple sclerosis: A qualitative study. Disability and Rehabilitation, 34(1), 26–33.
Ploughman, M., et al. (2012). The path to self-management: A qualitative study involving older people with multiple sclerosis. Physiotherapy Canada, 64(1), 6–17.
Alschuler, K. N., et al. (2018). Promoting resilience in individuals aging with multiple sclerosis: Results from a pilot randomized controlled trial. Rehabilitation Psychology, 63(3), 338–348.
Pakenham, K. I., et al. (2018). Pilot evaluation of a resilience training program for people with multiple sclerosis. Rehabilitation Psychology, 63(1), 29–42.
Tan-Kristanto, S., & Kiropoulos, L. A. (2015). Resilience, self-efficacy, coping styles and depressive and anxiety symptoms in those newly diagnosed with multiple sclerosis. Psychology Health & Medicine, 20(6), 635–645.
Ploughman, M., et al. (2020). Under-treated depression negatively impacts lifestyle behaviors, participation and health-related quality of life among older people with multiple sclerosis. Multiple Sclerosis and Related Disorders, 40, 101919.
Wallack, E. M., Wiseman, H. D., & Ploughman, M. (2016). Healthy aging from the perspectives of 683 older people with multiple sclerosis. Multiple Sclerosis International Federation, 2016, 1845720.
Ploughman, M., et al. (2017). Women's and men's differing experiences of health, lifestyle, and aging with multiple sclerosis. International Journal of MS Care, 19(4), 165–171.
Downer, M. B., et al. (2020). Octogenarians with multiple sclerosis: Lessons for aging in place. Canadian Journal on Aging, 39(1), 107–116.
Kos, D., et al. (2008). Origin of fatigue in multiple sclerosis: Review of the literature. Neurorehabilitation and Neural Repair, 22(1), 91–100.
Arewasikporn, A., et al. (2018). Cognitive and affective mechanisms of pain and fatigue in multiple sclerosis. Health Psychology, 37(6), 544–552.
Braley, T. J., & Chervin, R. D. (2010). Fatigue in multiple sclerosis: Mechanisms, evaluation, and treatment. Sleep, 33(8), 1061–1067.
Schwartz, C. E., et al. (1999). Stress and course of disease in multiple sclerosis. Behavioral Medicine, 25(3), 110–116.
Senders, A., et al. (2014). Perceived stress in multiple sclerosis: The potential role of mindfulness in health and well-being. Journal of Evidence-Based Integrative Medicine, 19(2), 104–111.
Senders, A., et al. (2019). Impact of mindfulness-based stress reduction for people with multiple sclerosis at 8 weeks and 12 months: A randomized clinical trial. Multiple Sclerosis Journal, 25(8), 1178–1188.
Koelmel, E., et al. (2017). Resilience mediates the longitudinal relationships between social support and mental health outcomes in multiple sclerosis. Archives of Physical Medicine and Rehabilitation, 98(6), 1139–1148.
Feinstein, A., et al. (2014). The link between multiple sclerosis and depression. Nature Reviews Neurology, 10(9), 507–517.
Orr, J., et al. (2018). Factors associated with perceived need for mental health care in multiple sclerosis. Multiple Sclerosis and Related Disorders, 25, 179–185.
Ploughman, M., et al. (2014). The Canadian survey of health, lifestyle and ageing with multiple sclerosis: Methodology and initial results. British Medical Journal Open, 4(7), e005718.
Ploughman, M., et al. (2010). Applying cognitive debriefing to pre-test patient-reported outcomes in older people with multiple sclerosis. Quality of Life Research, 19(4), 483–487.
Wagnild, G. M. (2009). The resilience scale user's guide: For the US English Version of The Resilience Scale TM and The 14-Item Resilience Scale TM (RS-14 TM). Stockholm: Resilience Center.
Wagnild, G. M. & Torma, L. M. (2013). Assessing resilience in older frontier women. Rural Nursing: Concepts, theory, and practice, pp. 79–94.
Mahoney, F. (1965). Functional evaluation. The Barthel Index. Maryland State Medical Journal, 14, 61–65.
Yeo, D., Faleiro, R., & Lincoln, N. (1995). Barthel ADL Index: A comparison of administration methods. Clinical Rehabilitation, 9(1), 34–39.
Cano, S., et al. (2006). Exploring disability rating scale responsiveness II: Do more response options help? Neurology, 67(11), 2056–2059.
Nicholl, L., et al. (2004). Measuring disability in multiple sclerosis: IS the Community Dependency Index an improvement on the Barthel Index? Multiple Sclerosis Journal, 10(4), 447–450.
Van der Putten, J., et al. (1999). Measuring change in disability after inpatient rehabilitation: Comparison of the responsiveness of the Barthel index and the Functional Independence Measure. Journal of Neurology, Neurosurgery & Psychiatry, 66(4), 480–484.
Wade, D. T., Legh-Smith, J., & Hewer, R. L. (1985). Social activities after stroke: Measurement and natural history using the Frenchay Activities Index. International Rehabilitation Medicine, 7(4), 176–181.
Carter, J., et al. (1997). Comparison of postal version of the Frenchay Activities Index with interviewer-administered version for use in people with stroke. Clinical Rehabilitation, 11(2), 131–138.
Turnbull, J. C., et al. (2000). Validation of the Frenchay Activities Index in a general population aged 16 years and older. Archives of Physical Medicine and Rehabilitation, 81(8), 1034–1038.
Einarsson, U., et al. (2006). Activities of daily living and social activities in people with multiple sclerosis in Stockholm County. Clinical Rehabilitation, 20(6), 543–551.
Ytterberg, C., et al. (2008). Perceived needs and satisfaction with care in people with multiple sclerosis: A two-year prospective study. BMC Neurology, 8(1), 36.
Groenvold, M., et al. (1997). Validation of the EORTC QLQ-C30 quality of life questionnaire through combined qualitative and quantitative assessment of patient-observer agreement. Journal of Clinical Epidemiology, 50(4), 441–450.
Fisk, J., et al. (2005). A comparison of health utility measures for the evaluation of multiple sclerosis treatments. Journal of Neurology, Neurosurgery & Psychiatry, 76(1), 58–63.
Bacci, E. D., et al. (2016). Analysis of the psychometric properties of the Multiple Sclerosis Impact Scale-29 (MSIS-29) in relapsing-remitting multiple sclerosis using classical and modern test theory. Multiple Sclerosis Journal, 2, 2055217316673235.
Godwin, M., et al. (2008). Testing the simple lifestyle indicator questionnaire. Canadian Family Physician, 54(1), 76–77.
Ploughman, M., et al. (2015). Predictors of exercise participation in ambulatory and non-ambulatory older people with multiple sclerosis. PeerJ, 3, e1158.
Devasahayam, A. J., Wallack, E. M., & Ploughman, M. (2019). Gaps in medicare and the social safety net predict financial strain among older canadians with multiple sclerosis. Journal of Disability Policy Studies. https://doi.org/10.1177/1044207319893621.
Weinert, C. (1987). A social support measure: PRQ85. Nursing Research, 36(5), 273–277.
Long, K. A., & Weinert, C. (1992). Descriptions and perceptions of health among rural and urban adults with multiple sclerosis. Research in Nursing & Health, 15, 335.
Weinert, C., Cudney, S., & Hill, W. G. (2008). Rural women, technology, and self-management of chronic illness. CJNR (Canadian Journal of Nursing Research), 40(3), 114–134.
Tawalbeh, L. I., & Ahmad, M. M. (2013). Personal resource questionnaire: A systematic review. Journal of Nursing Research, 21(3), 170–177.
Honarmand, K., & Feinstein, A. (2009). Validation of the Hospital Anxiety and Depression Scale for use with multiple sclerosis patients. Multiple Sclerosis Journal, 15(12), 1518–1524.
Zigmond, A. S., & Snaith, R. P. (1983). The hospital anxiety and depression scale. Acta Psychiatrica Scandinavica, 67(6), 361–370.
Snaith, R. P. (2003). The hospital anxiety and depression scale. Health and Quality of Life Outcomes, 1(1), 29.
Physiology, C.S.f.E. Canadian physical activity guidelines for adults with Multiple Sclerosis. (2011). Retrieved March 18, 2020, from: https://www.csep.ca/en/guidelines/physical-activity-guidelines-for-special-populations.
Ainsworth, B. E., et al. (2011). 2011 Compendium of Physical Activities: A second update of codes and MET values. Medicine and Science in Sports and Exercise, 43(8), 1575–1581.
Prakash, R. S., et al. (2007). Cardiorespiratory fitness: A predictor of cortical plasticity in multiple sclerosis. Neuroimage, 34(3), 1238–1244.
Chaves, A. R., et al. (2020). Exercise-induced brain excitability changes in progressive multiple sclerosis: A pilot study. Journal of Neurologic Physical Therapy, 44(2), 132–144.
Chaves, A. R., et al. (2019). Prolonged cortical silent period is related to poor fitness and fatigue, but not tumor necrosis factor, in multiple sclerosis. Clinical Neurophysiology, 130(4), 474–483.
Dalgas, U., et al. (2020). Moving exercise research in multiple sclerosis forward (the MoXFo initiative): Developing consensus statements for research. Multiple Sclerosis Journal. https://doi.org/10.1177/1352458520910360.
Ploughman, M., et al. (2015). The effects of poststroke aerobic exercise on neuroplasticity: A systematic review of animal and clinical studies. Translational Stroke Research, 6(1), 13–28.
D’hooghe, M., et al. (2012). Alcohol, coffee, fish, smoking and disease progression in multiple sclerosis. European Journal of Neurology, 19(4), 616–624.
Siegert, R. J., & Abernethy, D. A. (2005). Depression in multiple sclerosis: A review. Journal of Neurology, Neurosurgery and Psychiatry, 76(4), 469–475.
Strawbridge, W. J., et al. (1996). Successful aging: Predictors and associated activities. American Journal of Epidemiology, 144(2), 135–141.
Smith, S. J., & Young, C. A. (2000). The role of affect on the perception of disability in multiple sclerosis. Clinical Rehabilitation, 14(1), 50–54.
Janssens, A. C., et al. (2003). Impact of recently diagnosed multiple sclerosis on quality of life, anxiety, depression and distress of patients and partners. Acta Neurologica Scandinavica, 108(6), 389–395.
Garland, S. N., Scurrey, S. R. M., & Ploughman, M. (2017). Factors associated with poor sleep in older adults with multiple sclerosis. International Journal of Behavioral Medicine, 24(6), 937–945.
Correale, J., et al. (2017). Progressive multiple sclerosis: From pathogenic mechanisms to treatment. Brain, 140(3), 527–546.
Merkt, H., et al. (2017). Multiple sclerosis: Associations between physical disability and depression are not mediated by self-reported physical activity. Perceptual and Motor Skills, 124(5), 974–991.
Braley, T. J., & Boudreau, E. A. (2016). Sleep disorders in multiple sclerosis. Current Neurology and Neuroscience Reports, 16(5), 50.
Cosco, T. D., et al. (2016). Socioeconomic position, social mobility, and resilience. Gerontologist, 56, 489–489.
Southwick, S. M., et al. (2016). Why are some individuals more resilient than others: The role of social support. World Psychiatry, 15(1), 77–79.
Luthar, S. S., Cicchetti, D., & Becker, B. (2000). The construct of resilience: A critical evaluation and guidelines for future work. Child Development, 71(3), 543–562.
Terrill, A. L., et al. (2016). Resilience, age, and perceived symptoms in persons with long-term physical disabilities. Journal of Health Psychology, 21(5), 640–649.
Black, R., & Dorstyn, D. (2015). A biopsychosocial model of resilience for multiple sclerosis. Journal of Health Psychology, 20(11), 1434–1444.
Kasser, S. L., & Zia, A. (2020). The mediating role of resilience on quality of life in individuals with multiple sclerosis: A structural equation modeling approach. Archives of Physical Medicine and Rehabilitation. https://doi.org/10.1016/j.apmr.2020.02.010.
Acknowledgements
For the original survey, Dr. Ploughman was supported by a Canadian Institutes for Health Research (Institute of Aging) Postdoctoral Fellowship. Her research was supported by the Newfoundland and Labrador Centre for Applied Health Research, Health Care Foundation, and Physiotherapy Foundation of Canada. The other authors have no disclosures or conflicts of interest to report.
*Health, Lifestyle and Aging with MS Canadian Consortium: John D. Fisk PhD, Nancy Mayo PhD, A. Dessa Sadovnick PhD, Serge Beaulieu BSc, Paul O’Connor, MD, FRCPC, Sarah A. Morrow, MD, FRCPC, Katherine B. Knox MD, FRCPC, Luanne M. Metz MD, FRCPC, Penelope Smyth MD, FRCPC, Ruth Ann Marrie, MD, PhD, Mark Stefanelli MD FRCPC, Marshall Godwin, MD.
Author information
Authors and Affiliations
Consortia
Corresponding author
Ethics declarations
Conflict of interest
The authors declare they have no conflict of interest.
Ethical approval
The study was approved by 11 health research ethics boards in eight Canadian provinces according to ethical standards laid down in the 1964 Declaration of Helsinki and its later amendments. All persons who received the survey consented to their participation in this study. Memorial University of Newfoundland, St. John’s, NL, Canada HREB#10.06. Capital Health Research Ethics Board, Halifax, NS, Canada REB#CDHA-RS/2011-281. McGill University Health Centre, Montreal, QC, Canada #RVH-R4.17. Western University, London, ON, Canada HSREB#18020E. St. Michael’s Hospital, Toronto, ON, Canada REB#11-086. University of Manitoba, Bannatyne Campus Research Ethics Boards, Winnipeg, MB, Canada H2011:097 (HREB#HS12953). University of Saskatchewan, Saskatoon, SK, Canada BEH#11-40. University of Calgary and Conjoint Health Research Ethics Board, Calgary, AB, Canada #ID:E-24695. University of Alberta, Edmonton, AB, Canada HREB#Pro00032097. University of British Columbia, Vancouver, BC, Canada BREB#H11-00769.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
The members of the The Health, Lifestyle and Aging with MS Canadian Consortium study group are listed in the Acknowledgements.
Rights and permissions
About this article
Cite this article
Ploughman, M., Downer, M.B., Pretty, R.W. et al. The impact of resilience on healthy aging with multiple sclerosis. Qual Life Res 29, 2769–2779 (2020). https://doi.org/10.1007/s11136-020-02521-6
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11136-020-02521-6