Abstract
Purpose
Understanding the relationship between health-related quality of life (HRQoL) and long-term unmet needs is important for guiding services to optimise life following stroke. We investigated whether HRQoL between 90 and 180 days following stroke was associated with long-term unmet needs.
Methods
Data from Australian Stroke Clinical Registry (AuSCR) registrants who participated in the Australian Stroke Survivor Needs Survey were used. Outcome data, including the EQ-5D, are routinely collected in AuSCR between 90 and 180 days post-stroke. Unmet needs were assessed at a median of 2 years and categorised into: health; everyday living; work/leisure; and support domains. Multivariable regression was used to determine associations between the EQ-5D dimensions and the likelihood of experiencing unmet needs and the visual analogue scale (VAS) (rating 0–100) and number of reported unmet needs.
Results
In total, 173 AuSCR registrants completed the Needs Survey (median age 69 years, 67 % male; 77 % ischaemic stroke). VAS scores were negatively associated with the number of reported long-term unmet needs [irr 0.98, (95 % CI 0.97, 0 99) p < 0.001]. Having EQ-5D activity limitations was associated with unmet living needs (aOR 4.5, 95 % CI 1.1, 18.8). Requiring living supports at 90–180 days was associated with unmet health needs (aOR 4.9, 95 % CI 1.5, 16.1). Those with pain at 90–180 days were less likely to report unmet health (aOR 0.09, 95 % CI 0.02, 0.4) and support needs (aOR 0.2, 95 % CI 0.06, 0.6).
Conclusion
Routinely collected HRQoL data can identify survivors at risk of experiencing long-term unmet needs. This information is important for targeting service delivery to optimise outcomes following stroke.
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References
Senes, S. (2006). How we manage stroke in Australia. AIHW cat no CVD 31. Canberra: Australian Institute of Health and Welfare.
Andrew, N., Kilkenny, M., Naylor, R., Purvis, T., Lalor, E., Moloczij, N., & Cadilhac, D. (2014). Understanding long-term unmet needs in Australian survivors of stroke. International Journal of Stroke, 9(Supplement A100), 106–112.
McKevitt, C., Fudge, N., Redfern, J., Sheldenkar, A., Crichton, S., Rudd, A., et al. (2011). Self-reported long-term needs after stroke. Stroke, 42, 1398–1403.
Andrew, N., Kilkenny, M., Naylor, R., Purvis, T., & Cadilhac, D. (2015). The relationship between caregiver impacts and the unmet needs of survivors of stroke. Patient Prefer Adherence, 9, 1065–1073.
Cadilhac, D. A., Lannin, N., Anderson, C., Levi, C., Faux, S., Price, C., et al. (2010). Protocol and pilot data for establishing the Australian Stroke Clinical Registry (AuSCR). International Journal of Stroke, 5, 217–226.
Asplund, K., Hulter Asberg, K., Appelros, P., Bjarne, D., Eriksson, M., Johansson, A., et al. (2011). The Riks-Stroke story: Building a sustainable national register for quality assessment of stroke care. International Journal of Stroke, 6(2), 99–108.
Sturm, J. W., Donnan, G. A., Dewey, H. M., Macdonell, R. A., Gilligan, A. K., Srikanth, V., & Thrift, A. G. (2004). Quality of life after stroke: The North East Melbourne Stroke Incidence Study (NEMESIS). Stroke, 35(10), 2340–2345.
Miranda-Castillo, C., Woods, B., Galboda, K., Oomman, S., Olojugba, C., & Orrell, M. (2010). Unmet needs, quality of life and support networks of people with dementia living at home. Health and Quality of Life Outcomes, 8, 132.
Hansen, D. G., Larsen, P. V., Holm, L. V., Rottmann, N., Bergholdt, S. H., & Sondergaard, J. (2013). Association between unmet needs and quality of life of cancer patients: A population-based study. Acta Oncologica, 52(2), 391–399.
The EuroQol Group. (1990). EuroQol—A new facility for the measurement of health-related quality of life. Health Policy, 16, 199–208.
LoTS care LUNS study team. (2013). Validation of the Longer-term Unmet Needs after Stroke (LUNS) monitoring tool: A multicentre study. Clinical Rehabilitation, 27, 1020–1028.
World Health Organisation World Bank. (2001). The international classification of functioning, disability and health (ICF). Geneva: WHO.
Geyh, S., Cieza, A., Kollerits, B., Grimby, G., & Stucki, G. (2007). Content comparison of health-related quality of life measures used in stroke based on the international classification of functioning, disability and health (ICF): A systematic review. Quality of Life Research, 16, 833–851.
Sumathipala, K., Radcliffe, E., Sadler, E., Wolfe, C., & McKevitt, C. (2011). Identifying the long-term needs of stroke survivors using the International Classification of Functioning, Disability and Health. Chronic Illness, 8, 31–44.
Andrew, N., Gabbe, B., Wolfe, R., & Cameron, P. (2010). Evaluation of instruments for measuring the burden of sport and active recreation injury. Sports Medicine, 40, 141–161.
Cieza, A., & Stucki, G. (2005). Content comparison of health-related quality of life (HRQOL) instruments based on the international classification of functioning, disability and health (ICF). Quality of Life Research, 14, 1225–1237.
Counsell, C., Dennis, M., & McDowall, M. (2004). Predicting functional outcome in acute stroke: Comparison of a simple six variable model with other predictive systems and informal clinical prediction. Journal of Neurology, Neurosurgery and Psychiatry, 75(3), 401–405.
Australian Bureau of Statistics. (2011). Socio-economic indexes for areas (SEIFA). Canberra: Australian Bureau of Statistics.
Long, J., & Freese, J. (2014). Regression models for categorical dependent variables using Stata (3rd ed.). Texas: Stata Press.
Long, J. (1997). Regression models for categorical and limited dependent variables: Beverley Hills. CA: Sage.
Szende, A., & Williams A. (2004). On behalf of the EuroQol Group’s international task force on self-reported health. Measuring self-reported population health: An international perspective based on EQ-5D. Rotterdam: EuroQol
Ghose, S., Williams, L. S., & Swindle, R. W. (2005). Depression and other mental health diagnoses after stroke increase inpatient and outpatient medical utilization three years poststroke. Medical Care, 43(12), 1259–1264.
Lim, K., Jacobs, P., & Klarenbach, S. (2006). A population-based analysis of healthcare utilization of persons with back disorders: Results from the Canadian Community Health Survey 2000–2001. Spine, 31(2), 212–218.
Ullrich, P. M., Smith, B. M., Blow, F. C., Valenstein, M., & Weaver, F. M. (2014). Depression, healthcare utilization, and comorbid psychiatric disorders after spinal cord injury. Journal of Spinal Cord Medicine, 37(1), 40–45.
Blyth, F., March, L. M., Brnabic, A. J. M., & Cousins, M. J. (2004). Chronic pain and frequent use of health care. Pain, 111(1–2), 51–58.
Hare, R., Rogers, H., Lester, H., McManus, R., & Mant, J. (2006). What do stroke patients and carers want from community services? Family Practice, 23, 131–136.
Green, A. R., Carrillo, J. E., & Betancourt, J. R. (2002). Why the disease-based model of medicine fails our patients. The Western journal of Medicine, 176(2), 141–143.
Madden, R., Ferreira, M., Einfeld, S., Emerson, E., Magna, R., Refschauge, K., & Llewellyn, G. (2012). New directions in health care and disability: The need for a shared understanding of human functioning. Australian and New Zealand Journal of Public Health, 36, 458–461.
Department of Health and Ageing. (2009). Primary health care reform in Australia: Report to support Australia’s first national primary health care strategy. Canberra: Commonwealth of Australia.
WHO Regional Office for Europe. (2013). Strengthening people-centred health systems in the WHO European Region: A framework for action towards coordinated/integrated health services delivery. Copenhagen: WHO Regional Office for Europe.
Wissel, J., Olver, J., & Sunnerhagen, K. S. (2013). Navigating the poststroke continuum of care. Journal of Stroke and Cerebrovascular Diseases: The Official Journal of National Stroke Association, 22(1), 1–8.
Madden, R., Marshall, R., & Race, S. (2013). ICF and casemix models for healthcare funding: Use of the WHO family of classifications to improve casemix. Disability and Rehabilitation, 35(13), 1074–1077.
Duncan, P. W., Samsa, G. P., Weinberger, M., Goldstein, L. B., Bonito, A., Witter, D. M., et al. (1997). Health status of individuals with mild stroke. Stroke, 28(4), 740–745.
Hall, K., Mann, N., High, W., Wright, J., Kreutzer, J., & Wood, D. (1996). Functional measures after traumatic brain injury: Ceiling effects of FIM, FIM + FAM, DRS and CIQ. The Journal of Head Trauma Rehabilitation, 11, 27–39.
Lai, S.-M., Studenski, S., Duncan, P. W., & Perera, S. (2002). Persisting consequences of stroke measured by the stroke impact scale. Stroke, 33, 1840–1844.
Dorman, P. J., Waddell, F., Slattery, J., Dennis, M., & Sandercock, P. (1997). Is the EuroQol a valid measure of health-related quality of life after stroke? Stroke, 28(10), 1876–1882.
Hackett, M. L., Yapa, C., Parag, V., & Anderson, C. S. (2005). Frequency of depression after stroke: A systematic review of observational studies. Stroke, 36(6), 1330–1340.
Acknowledgments
The Stroke Survivor and Carer Needs Survey was commissioned by the National Stroke Foundation of Australia. We acknowledge the National Stroke Foundation staff members who were involved in survey design and production and contributed to data collection, participant recruitment and report writing. We are also grateful to members of the Advisory Committee and the UK researchers who provided early input into the survey development. We acknowledge Staff from the Florey Institute of Neuroscience and Mental Health who undertook data processing and teleform development and survey design and the Australian Stroke Clinical Registry (AuSCR) staff who assisted with data linkage between the registry and the Needs Survey and collected the AuSCR follow-up data, in particular Francis Kung and Brenda Grabsch. We also acknowledge the hospital staff and the patients who contribute data to AuSCR.
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The Needs Survey was commissioned and funded by the National Stroke Foundation (NSF). The Trust Company contributed funds via a grant to the NSF. This substudy involving Australian Stroke Clinical Registry participants was funded by an NSF Small Project Grant. Dominique Cadilhac is supported by a National Health and Medical Research Council (NHMRC)/National Heart Foundation Research Fellowship (1063761), and Nadine Andrew is supported by an NHMRC Early Career Fellowship (1072053). The authors have no other known conflicts of interest.
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All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards.
Informed consent
Informed consent was obtained from all individuals that participated in the Australian Stroke Survivor and Carer Needs Survey.
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Andrew, N.E., Kilkenny, M.F., Lannin, N.A. et al. Is health-related quality of life between 90 and 180 days following stroke associated with long-term unmet needs?. Qual Life Res 25, 2053–2062 (2016). https://doi.org/10.1007/s11136-016-1234-5
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DOI: https://doi.org/10.1007/s11136-016-1234-5