Advertisement
Original Study| Volume 21, ISSUE 11, P1684-1688, November 2020

Download started.

Ok

Healthcare Utilization After Stroke: A 1-Year Prospective Study

  • Lisbeth Rosenbek Minet
    Correspondence
    Address correspondence to Lisbeth Rosenbek Minet, PhD, Department of Rehabilitation, Odense University Hospital, Sdr. Boulevard 29, 5000 Odense C, Denmark.
    Affiliations
    Department of Clinical Research, University of Southern Denmark, Odense, Denmark

    Department of Rehabilitation, Odense University Hospital, Odense, Denmark

    The Health Research Center, UCL University College, Odense, Denmark
    Search for articles by this author
  • Elizabeth Peterson
    Affiliations
    Department of Occupational Therapy, University of Illinois at Chicago, Chicago, IL, USA
    Search for articles by this author
  • Lena von Koch
    Affiliations
    Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden

    Karolinska University Hospital, Stockholm, Sweden
    Search for articles by this author
  • Charlotte Ytterberg
    Affiliations
    Department of Clinical Research, University of Southern Denmark, Odense, Denmark

    Department of Rehabilitation, Odense University Hospital, Odense, Denmark

    Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden

    Karolinska University Hospital, Stockholm, Sweden
    Search for articles by this author

      Abstract

      Objectives

      This study was undertaken to investigate the predictive value of disease-related factors, contextual factors, and functioning on the use of healthcare for 1 year after stroke.

      Design

      A prospective study.

      Setting and Participants

      In total, 219 patients with stroke admitted to a hospital stroke unit were included.

      Methods

      Data were obtained through medical records, structured interviews, and assessments. Multivariable regression analyses were used to explore the association between the independent variables (stroke severity, comorbidity, age, sex, civil status, private financing, sense of coherence, cognitive function, walking ability, social everyday activities prestroke, and recent fall) and the use of inpatient or outpatient care 0 to 3, 3 to 6 and 6 to 12 months after stroke.

      Results

      Mean age of the participants was 70 years, 43% were women, and 71% experienced mild stroke severity. All participants received inpatient care at 0 to 3 months, about one-fifth used inpatient care at 3 to 6 or 6 to 12 months, and all received outpatient care all 3 time periods. Moderate-severe stroke (P < .001), a lower age (P = .002), and walking disability (P < .001) were associated with a higher use of inpatient care 0 to 3 months after stroke. Living alone (P = .025) and recent fall (P = .05) were associated with a higher use of inpatient care 3 to 6 months after stroke. None of the independent variables were associated with use of inpatient care 6 to 12 months. Moderate-severe stroke (0–3; 3–6 months: P < .001, 6–12 months: P = .004), a lower age (0–3 months: P = .002, 3–6 months: P = .001, 6–12 months: P = .006), and walking disability (P < .001) were associated with a higher use of outpatient care in all 3 time periods.

      Conclusions and Implications

      Moderate-severe stroke, lower age, and walking disability are important predictors of healthcare utilization after stroke. The findings inform efforts to identify and support people with stroke who have the potential for high healthcare utilization in the year post stroke.

      Keywords

      To read this article in full you will need to make a payment

      Purchase one-time access:

      Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online access
      One-time access price info
      • For academic or personal research use, select 'Academic and Personal'
      • For corporate R&D use, select 'Corporate R&D Professionals'

      Subscribe:

      Subscribe to Journal of the American Medical Directors Association
      Already a print subscriber? Claim online access
      Already an online subscriber? Sign in
      Institutional Access: Sign in to ScienceDirect

      References

        • Feigin V.L.
        • Norrving B.
        • Mensah G.A.
        Global burden of stroke.
        Circ Res. 2017; 120: 439-448
        • Fattore G.
        • Torbica A.
        • Susi A.
        • et al.
        The social and economic burden of stroke survivors in Italy: A prospective, incidence-based, multi-centre cost of illness study.
        BMC Neurol. 2012; 12: 137
        • de Haan R.
        • Limburg M.
        • van der Meulen J.
        • van den Bos G.A.M.
        Use of health care services after stroke.
        Qual Health Care. 1993; 2: 222-227
        • Mittmann N.
        • Seung S.J.
        • Hill M.D.
        • et al.
        Impact of disability status on ischemic stroke costs in Canada in the first year.
        Can J Neurol Sci. 2012; 39: 793-800
        • Murata K.
        • Hinotsu S.
        • Sadamasa N.
        • et al.
        Healthcare resource utilization and clinical outcomes associated with acute care and inpatient rehabilitation of stroke patients in Japan.
        Int J Qual Health Care. 2017; 29: 26-31
        • Stepanova M.1
        • Venkatesan C.
        • Altaweel L.
        • et al.
        Recent trends in inpatient mortality and resource utilization for patients with stroke in the United States: 2005–2009.
        J Stroke Cerebrovasc Dis. 2013; 22: 491-499
        • Johnson B.H.
        • Bonafede M.M.
        • Watson C.
        Short- and longer-term health-care resource utilization and costs associated with acute ischemic stroke.
        Clinicoecon Outcomes Res. 2016; 8: 53-61
        • Claesson L.
        • Gosman-Hedstrom G.
        • Johannesson M.
        • et al.
        Resource utilization and costs of stroke unit care integrated in a care continuum: A 1-year controlled, prospective, randomized study in elderly patients: The goteborg 70+ stroke study.
        Stroke. 2000; 31: 2569-2577
        • Luengo-Fernandez R.
        • Gray A.M.
        • Rothwell P.M.
        • Oxford Vascular Study
        A population-based study of hospital care costs during 5 years after transient ischemic attack and stroke.
        Stroke. 2012; 43: 3343-3351
        • Verpillat P.
        • Dorey J.
        • Guilhaume-Goulant C.
        • et al.
        Ischemic stroke management in West Scotland: a chart review.
        J Mark Access Health Policy. 2015; 3: 26339
        • van den Bos G.A.
        • Smits J.P.
        • Westert G.P.
        • van Straten A.
        Socioeconomic variations in the course of stroke: Unequal health outcomes, equal care?.
        J Epidemiol Community Health. 2002; 56: 943-948
        • Bray B.D.
        • Paley L.
        • Hoffman A.
        • et al.
        Socioeconomic disparities in first stroke incidence, quality of care, and survival: a nationwide registry-based cohort study of 44 million adults in England.
        Lancet. 2018; 3: e185-e193
        • Claesson L.
        • Lindén Ingmar Skoog T.
        • Blomstrand C.
        Cognitive impairment after stroke–Impact on activities of daily living and costs of care for elderly people.
        Cerebrovasc Dis. 2005; 19: 102-109
        • Luengo-Fernandez R.
        • Gray A.M.
        • Rothwell P.M.
        Population-based study of determinants of initial secondary care costs of acute stroke in the United Kingdom.
        Stroke. 2006; 37: 2579-2587
        • Christensen M.C.
        • Previgliano I.
        • Capparelli F.J.
        • et al.
        Acute treatment costs of intracerebral hemorrhage and ischemic stroke in Argentina.
        Acta Neurol Scand. 2009; 119: 246-253
        • Porsdal V.
        • Boysen G.
        Costs of health care and social services during the first year after ischemic stroke.
        Int J Technol Assess Health Care. 1999; 15: 573-584
        • Matchar D.B.
        • Bilger M.
        • Do Y.K.
        • Eom K.
        International comparison of poststroke resource use: A longitudinal analysis in Europe.
        J Stroke Cerebrovasc Dis. 2015; 24: 2256-2262
        • Christensen M.C.
        • Morris S.
        Association between disability measures and short-term health care costs following intracerebral hemorrhage.
        Neurocrit Care. 2008; 9: 313-318
        • Wen L.
        • Wu J.
        • Feng L.
        • et al.
        Comparing the economic burden of ischemic stroke patients with and without atrial fibrillation: a retrospective study in Beijing, China.
        Curr Med Res Opin. 2017; 33: 1789-1794
        • Palmcrantz S.
        • Widén Holmqvist L.
        • Sommerfeld D.K.
        • et al.
        Differences between younger and older individuals in their use of care and rehabilitation but not in self-perceived global recovery 1 year after stroke.
        J Neurol Sci. 2012; 321: 29-34
        • Luengo-Fernandez R.
        • Gray A.M.
        • Rothwell P.M.
        Costs of Stroke Using Patient-Level Data. A Critical Review of the Literature.
        Stroke. 2009; 40: e18-e23
        • Yoneda Y.
        • Uehara T.
        • Yamasaki H.
        • et al.
        Hospital-based study of the care and cost of acute ischemic stroke in Japan.
        Stroke. 2003; 34: 718-724
        • Bergstrom A.L.
        • Guidetti S.
        • Tistad M.
        • et al.
        Perceived occupational gaps one year after stroke: An explorative study.
        J Rehabil Med. 2012; 44: 36-42
        • World Health Organization
        International Classification of Functioning, Disability and Health (ICF).
        World Health Organization, Geneva2001
        • Mahoney F.
        • Barthel D.
        Functional evaluation: the Barthel Index.
        Maryland St Med J. 1965; 14: 61-65
        • Govan L.
        • Langhorne P.
        • Weir C.J.
        Categorizing stroke prognosis using different stroke scales.
        Stroke. 2009; 40: 3396-3399
        • Antonovsky A.
        Unraveling the mystery of health: How people manage stress and stay well.
        Jossey-Bass, San Francisco, California1987
        • Antonovsky A.
        The structure and properties of the sense of coherence scale.
        Soc Sci Med. 1993; 36: 725-733
        • Wade D.T.
        • Legh-Smith J.
        • Langton Hewer R.
        Social activities after stroke: Measurement and natural history using the frenchay activities index.
        Int Rehabil Med. 1985; 7: 176-181
        • Folstein M.F.
        • Folstein S.E.
        • McHugh P.R.
        Mini-mental state." A practical method for grading the cognitive state of patients for the clinician.
        J Psychiatr Res. 1975; 12: 189-198
        • Wade D.T.
        • Wood V.A.
        • Heller A.
        • et al.
        Walking after stroke. Measurement and recovery over the first 3 months.
        Scand J Rehabil Med. 1987; 19: 25-30
      1. Scandinavian stroke study group. Multicenter trial of hemodilution in ischemic stroke: Background and study protocol.
        Stroke. 1985; 16: 885-890
        • Lamb S.E.
        • Jorstad-Stein E.C.
        • Hauer K.
        • Becker C.
        • Prevention of Falls Network E
        Outcomes Consensus G. Development of a common outcome data set for fall injury prevention trials: The prevention of falls network europe consensus.
        J Am Geriatr Soc. 2005; 53: 1618-1622
        • Wammes J.J.G.
        • van der Wees P.J.
        • Tanke M.A.C.
        • et al.
        Systematic review of high-cost patients’ characteristics and healthcare utilisation.
        BMJ Open. 2018; 8: e023113
        • Crowfoot G.
        • van der Riet P.
        • Maguire J.
        Real-life experiences of people with transient ischaemic attack or minor stroke: A qualitative literature review.
        J Clin Nurs. 2018; 27: 1381-1398
        • Wade D.T.
        • Skilbeck C.E.
        • Hewer R.L.
        • Wood V.A.
        Therapy after stroke: Amounts, determinants and effects.
        Int Rehabil Med. 1984; 6: 105-110
        • Teasell R.
        • Pereira S.
        • Cotoi A.
        22 - The Rehabilitation of Severe Stroke. EBRSR [Evidence-Based Review of Stroke Rehabilitation].
        (Available at:)
        www.ebrsr.com
        Date: 2018
        Date accessed: August 5, 2019
        • Singam A.
        • Ytterberg C.
        • Tham K.
        • von Koch L.
        Participation in complex and social everyday activities six years after stroke: Predictors for return to pre-stroke evel.
        PLoS One. 2015; 10: e0144344
        • Rosenbek Minet L.
        • Peterson E.
        • von Koch L.
        • Ytterberg C.
        Occurrence and predictors of falls in people with stroke six-year prospective study.
        Stroke. 2015; 46: 2688-2690
        • Kannus P.
        • Parkkari J.
        • Niemi S.
        • Palvanen M.
        Fall-induced deaths among elderly people.
        Am J Public Health. 2005; 95: 422-424
        • Sterling D.A.
        • O’Connor J.A.
        • Bonadies J.
        Geriatric falls:injury severity is high and disproportionate to mechanism.
        J Trauma. 2001; 50 ([PMID:11231681]): 116-119
        • Mahoney J.E.
        • Palta M.
        • Johnson J.
        • et al.
        Temporal association between hospitalization and rate of falls after discharge.
        Arch Intern Med. 2000; 160: 2788-2795
        • Wade D.T.
        • Hewer R.L.
        Hospital admission for acute stroke: who, for how long, and to what effect?.
        J Epidemiol Community Health. 1985; 39: 347-352
        • Rigby H.1
        • Gubitz G.
        • Phillips S.
        A systematic review of caregiver burden following stroke.
        Int J Stroke. 2009; 4: 285-292