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Evaluation of costs and outcome in cardioembolic stroke or TIA

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Abstract

The costs of acute stroke care, length of hospital stay (LOS), and outcome in patients with cardioembolic stroke or cardioembolic transient ischemic attacks (TIA) were investigated with the aim of estimating the clinical and health-economic impacts of cerebral cardioembolism. The study population consisted of 511 consecutive patients with the diagnosis of ischemic stroke (n = 379) or TIA (n = 132) treated at the Department of Neurology, Philipps University, Marburg. Cerebral cardioembolism was defined according to the criteria of the Cerebral Embolism Task Force. Clinical status was assessed by means of Barthel index (BI) and modified Rankin Scale. Costs were calculated using a bottom-up approach. All costs (in Euros) were inflated to the 2008 level. Compared to non-cardioembolic stroke (n = 278) patients, patients who had suffered cardioembolic stroke (n = 101) had more severe clinical deficits on admission (BI 46.3 ± 27.0 vs. 59.3 ± 34.1; P < 0.01), worse recovery (BI on discharge 59.2 ± 28.9 vs. 73.1 ± 33.4; P < 0.01), and increased LOS (12.6 ± 5.7 vs. 10.0 ± 7.8 days; P < 0.01). The latter also required a relatively higher daily resource utilization due to increased expenses for personnel and diagnostics. Mean costs of acute care for patients with cardioembolic stroke [€ 4890 per patient (95% confidence interval 4460–5200)] were significantly higher than those for patients with non-cardioembolic stroke [€ 3550 (95% confidence interval 3250–3850); < 0.01]. The clinical and health-economic impact of cardiogenic cerebral embolism on stroke care is considerable. Patients with cardioembolic stroke/TIA are more severely impaired, and they require longer hospital treatment and increased resource utilization. Costs of acute care of cardioembolic stroke/TIA patients may exceed those of non-cardioembolic stroke/TIA by up to 40%.

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References

  1. Adams HP Jr, Bendixen BH, Kappelle LJ, Biller J, Love BB, Gordon DL, Marsh EE (1993) Classification of subtype of acute ischemic stroke. Definitions for use in a multicenter clinical trial. TOAST. Trial of Org 10172 in acute stroke treatment. Stroke 24:35–41

    Google Scholar 

  2. Andlin-Sobocki P, Jonsson B, Wittchen HU, Olesen J (2005) Costs of disorders of the brain in Europe. Eur J Neurol 12[Suppl 1]:1–27

    Article  Google Scholar 

  3. Asinger RW, Dyken ML, Fisher M, Hart RG, Schermann DG (1989) Cardiogenic brain embolism. The second report of the cerebral embolism task force. Arch Neurol 46:727–743

    Google Scholar 

  4. Barber JA, Thompson SG (2000) Analysis of cost data in randomized trials: an application of the non-parametric bootstrap. Stat Med 19:3219–3236

    Article  CAS  Google Scholar 

  5. Bruggenjurgen B, Rossnagel K, Roll S, Andersson FL, Selim D, Müller-Nordhorn J, Nolte CH, Jungehulsing GJ, Villringer A, Willich SN (2007) The impact of atrial fibrillation on the cost of stroke: the Berlin acute stroke study. Value Health 10:137–143

    Article  Google Scholar 

  6. Chang KC, Tseng MC, Weng HH, Lin YH, Liou CW, Tan TY (2002) Prediction of length of stay of first-ever ischemic stroke. Stroke 33:2670–2674

    Article  Google Scholar 

  7. Diringer MN, Edwards DF, Mattson DT, Akins PT, Sheedy CW, Hsu CY, Dromerick AW (1999) Predictors of acute hospital costs for treatment of ischemic stroke in an academic center. Stroke 30:724–728

    CAS  Google Scholar 

  8. Federal Statistical Office of Germany. http://www.destatis.de/jetspeed/portal/cms/Sites/destatis/Internet/EN/Navigation/Statistics/Preise/Verbraucherpreise/Verbraucherpreise.psml. Accessed 10 May 2008

  9. Ferro JM (2003) Brain embolism—answers to practical questions. J Neurol 250:139–147

    Article  Google Scholar 

  10. Grau AJ, Weimar C, Buggle F, Heinrich A, Goertler M, Neumaier S, Glahn J, Brandt T, Hacke W, Diener HC (2001) Risk factors, outcome, and treatment in subtypes of ischemic stroke: the German stroke data bank. Stroke 32:2559–2566

    Article  CAS  Google Scholar 

  11. Hallevi H, Albright KC, Martin-Schild S, Barreto AD, Grotta JC, Savitz SI (2008) The complications of cardioembolic stroke: lessons from the VISTA database. Cerebrovasc Dis 26:38–40

    Article  Google Scholar 

  12. Janzen RWC, Kugler C (1998) Stroke database for quality assurance in stroke treatment. Nervenheilkunde 17:21–25

    Google Scholar 

  13. Jorgensen HS, Nakayama H, Raaschou HO, Olsen TS (1997) Acute stroke care and rehabilitation: an analysis of the direct cost and its clinical and social determinants. The Copenhagen Stroke Study. Stroke 28:1138–1141

    CAS  Google Scholar 

  14. Kalra L, Evans A, Perez I, Knapp M, Swift C, Donaldson N (2005) A randomised controlled comparison of alternative strategies in stroke care. Health Technol Assess 9(18):1–79

    Google Scholar 

  15. Kolominsky-Rabas PL, Weber M, Gefeller O, Neundoerfer B, Heuschmann PU (2001) Epidemiology of ischemic stroke subtypes according to TOAST criteria: incidence, recurrence, and long-term survival in ischemic stroke subtypes: a population-based study. Stroke 32:2735–2740

    Article  CAS  Google Scholar 

  16. Kolominsky-Rabas PL, Heuschmann PU, Marschall D, Emmert M, Bnurs NB, Neundoerfer B, Schoeffski O, Krobot KJ (2006) Lifetime cost of ischemic stroke in Germany: results and national projections from a population-based stroke registry: the Erlangen Stroke Project. Stroke 37:1179–1183

    Article  Google Scholar 

  17. Mahoney FI, Barthel DW (1965) Functional evaluation: the Barthel index. MD State Med J 14:61–65

    CAS  Google Scholar 

  18. Mamoli A, Censori B, Casto L, Sileo C, Cesana B, Camerlingo M (1999) An analysis of the costs of ischemic stroke in an Italian stroke unit. Neurology 53:112–116

    CAS  Google Scholar 

  19. Murtagh B, Smalling RW (2006) Cardioembolic stroke. Curr Atheroscler Rep 8:310–316

    Article  Google Scholar 

  20. OECD (2008) Purchasing power parities (PPPs) for OECD countries 1980–2007. http://www.oecd.org/dataoecd/61/56/39653523.xls. Accessed 25 Feb 2008

  21. Advisory Council for the Concerted Action in Health Care (2002) Official tariff list for medical procedures. Nomos-Verlag, Stuttgart

  22. Patel A, Knapp M, Perez I, Evans A, Kalra L (2004) Alternative strategies for stroke care: cost-effectiveness and cost-utility analyses from a prospective randomized controlled trial. Stroke 35:196–203

    Article  Google Scholar 

  23. Petty GW, Brown RD, Whisnant JP, Sicks JD, O’Fallon WM, Wiebers DO (2000) Ischemic stroke subtypes: a population-based study of functional outcome, survival, and recurrence. Stroke 31:1062–1068

    CAS  Google Scholar 

  24. Rankin J (1957) Cerebral vascular accidents in patients over the age of 60. Scott Med J 2:200–215

    CAS  Google Scholar 

  25. Reed SD, Blough DK, Meyer K, Jarvik JG (2001) Inpatient costs, length of stay, and mortality for cerebrovascular events in community hospitals. Neurology 57:305–314

    CAS  Google Scholar 

  26. Saka O, Serra V, Samyshkin Y, McGuire A, Wolfe CC (2009) Cost-effectiveness of stroke unit care followed by early supported discharge. Stroke 40: 24–29

    Google Scholar 

  27. Stroke Unit Trialists’ Collaboration (2007) Organised inpatient (stroke unit) care for stroke. Cochrane Database Syst Rev (4):CD000197

  28. Sulter G, Steen C, De Keyser J (1999) Use of the Barthel index and modified Rankin scale in acute stroke trials. Stroke 30:1538–1541

    CAS  Google Scholar 

  29. Walter U, Knoblich R, Steinhagen V, Donat M, Benecke R, Kloth A (2007) Predictors of pneumonia in acute stroke patients admitted to a neurological intensive care unit. J Neurol 254:1323–1329

    Article  Google Scholar 

  30. Weimar C, Luengen M, Wagner M, Kraywinkel K, Evers T, Busse O, Haberl RL, Laaser U, Lauterbach KW, Diener HC (2002) Cost of stroke care in Germany. An analysis of the stroke data bank of the German foundation stroke-aid. Akt Neurol 29:181–190

    Article  Google Scholar 

  31. Wilterdink JL, Furie KL, Easton JD (1998) Cardiac evaluation of stroke patients. Neurology 51:23–26

    Google Scholar 

  32. Winter Y, Wolfram C, Schöffski O, Dodel RC, Back T (2008) Long-term disease-related costs 4 years after stroke or TIA in Germany. Nervenarzt 79:918–926

    Article  CAS  Google Scholar 

  33. Wolf P, Kannel W, d’Agostino R (1998) Epidemiology of stroke. In: Ginsberg M, Bogousslavsky J (eds) Cerebrovascular disease: pathophysiology, diagnosis and management. Blackwell, Malden, pp 834–850

    Google Scholar 

  34. Wolf PA, Mitchell JB, Baker CS, Kannel WB, D’Agostino RB (1998) Impact of atrial fibrillation on mortality, stroke, and medical costs. Arch Intern Med 158:229–234

    Article  CAS  Google Scholar 

  35. Wolfe CDA, Taub NA, Woodrow EJ, Burney PGJ (1991) Assessment of scales of disability and handicap for stroke patients. Stroke 22:1242–1244

    CAS  Google Scholar 

  36. Wu CM, McLaughlin K, Lorenzetti DL, Hill MD, Manns BJ, Ghali WA (2007) Early risk of stroke after transient ischemic attack: a systematic review and meta-analysis. Arch Intern Med 167:2417–2422

    Article  Google Scholar 

  37. Yoneda Y, Uehara T, Yamasaki H, Kita Y, Tabuchi M, Mori E (2003) Hospital-based study of the care and cost of acute ischemic stroke in Japan. Stroke 34:718–724

    Article  Google Scholar 

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Acknowledgments

This study was supported by the Wicker Foundation, Bad Wildungen, Germany. The sponsor of the study had no role in the design and conduct of the study, collection, management, analysis, and interpretation of the data, and preparation, review, or approval of the manuscript. The corresponding author had full access to all of the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis.

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Correspondence to Tobias Back.

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Winter, Y., Wolfram, C., Schaeg, M. et al. Evaluation of costs and outcome in cardioembolic stroke or TIA. J Neurol 256, 954–963 (2009). https://doi.org/10.1007/s00415-009-5053-2

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  • DOI: https://doi.org/10.1007/s00415-009-5053-2

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