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Published in: BMC Public Health 1/2014

Open Access 01-12-2014 | Research article

The association between socioeconomic status and disability after stroke: Findings from the Adherence eValuation After Ischemic stroke Longitudinal (AVAIL) registry

Authors: Janet Prvu Bettger, Xin Zhao, Cheryl Bushnell, Louise Zimmer, Wenqin Pan, Linda S Williams, Eric D Peterson

Published in: BMC Public Health | Issue 1/2014

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Abstract

Background

Stroke is the leading cause of disability among adults in the United States. The association of patients’ pre-event socioeconomic status (SES) with post-stroke disability is not well understood. We examined the association of three indicators of SES—educational attainment, working status, and perceived adequacy of household income—with disability 3-months following an acute ischemic stroke.

Methods

We conducted retrospective analyses of a prospective cohort of 1965 ischemic stroke patients who survived to 3 months in the Adherence eValuation After Ischemic stroke – Longitudinal (AVAIL) study. Multivariable logistic regression was used to examine the relationship of level of education, pre-stroke work status, and perceived adequacy of household income with disability (defined as a modified Rankin Scale of 3–5 indicating activities of daily living limitations or constant care required).

Results

Overall, 58% of AVAIL stroke patients had a high school or less education, 61% were not working, and 27% perceived their household income as inadequate prior to their stroke. Thirty five percent of patients were disabled at 3-months. After adjusting for demographic and clinical factors, stroke survivors who were unemployed or homemakers, disabled and not-working, retired, less educated, or reported to have inadequate income prior to their stroke had a significantly higher odds of post-stroke disability.

Conclusions

In this cohort of stroke survivors, socioeconomic status was associated with disability following acute ischemic stroke. The results may have implications for public health and health service interventions targeting stroke survivors at risk of poor outcomes.
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Literature
1.
go back to reference Go AS, Mozaffarian D, Roger VL, Benjamin EJ, Berry JD, Blaha MJ, Dai S, Ford ES, Fox CS, Franco S, Fullerton HJ, Gillespie C, Hailpern SM, Heit JA, Howard VJ, Huffman MD, Judd SE, Kissela BM, Kittner SJ, Lackland DT, Lichtman JH, Lisabeth LD, Mackey RH, Magid DJ, Marcus GM, Marelli A, Matchar DB, McGuire DK, Mohler ER, Moy CS, et al: Heart disease and stroke statistics--2014 update: a report from the American Heart Association. Circulation. 2014, 123: e18-e209. Go AS, Mozaffarian D, Roger VL, Benjamin EJ, Berry JD, Blaha MJ, Dai S, Ford ES, Fox CS, Franco S, Fullerton HJ, Gillespie C, Hailpern SM, Heit JA, Howard VJ, Huffman MD, Judd SE, Kissela BM, Kittner SJ, Lackland DT, Lichtman JH, Lisabeth LD, Mackey RH, Magid DJ, Marcus GM, Marelli A, Matchar DB, McGuire DK, Mohler ER, Moy CS, et al: Heart disease and stroke statistics--2014 update: a report from the American Heart Association. Circulation. 2014, 123: e18-e209.
2.
go back to reference Hong KS, Saver JL: Years of disability-adjusted life gained as a result of thrombolytic therapy for acute ischemic stroke. Stroke. 2010, 41 (3): 471-477. 10.1161/STROKEAHA.109.571083.CrossRefPubMed Hong KS, Saver JL: Years of disability-adjusted life gained as a result of thrombolytic therapy for acute ischemic stroke. Stroke. 2010, 41 (3): 471-477. 10.1161/STROKEAHA.109.571083.CrossRefPubMed
3.
go back to reference Ickovics JR, Viscoli CM, Horwitz RI: Functional recovery after myocardial infarction in men: the independent effects of social class. Ann Intern Med. 1997, 127: 518-525. 10.7326/0003-4819-127-7-199710010-00003.CrossRefPubMed Ickovics JR, Viscoli CM, Horwitz RI: Functional recovery after myocardial infarction in men: the independent effects of social class. Ann Intern Med. 1997, 127: 518-525. 10.7326/0003-4819-127-7-199710010-00003.CrossRefPubMed
4.
go back to reference Addo J, Ayerbe L, Mohan KM, Crichton S, Sheldenkar A, Chen R, Wolfe CD, McKevitt C: Socioeconomic status and stroke: an updated review. Stroke. 2012, 43 (4): 1186-1191. 10.1161/STROKEAHA.111.639732.CrossRefPubMed Addo J, Ayerbe L, Mohan KM, Crichton S, Sheldenkar A, Chen R, Wolfe CD, McKevitt C: Socioeconomic status and stroke: an updated review. Stroke. 2012, 43 (4): 1186-1191. 10.1161/STROKEAHA.111.639732.CrossRefPubMed
5.
go back to reference LaBresh KA, Reeves MJ, Frankel MR, Albright D, Schwamm LH: Hospital treatment of patients with ischemic stroke or transient ischemic attack using the “Get With The Guidelines” program. Arch Intern Med. 2008, 168 (4): 411-417. 10.1001/archinternmed.2007.101.CrossRefPubMed LaBresh KA, Reeves MJ, Frankel MR, Albright D, Schwamm LH: Hospital treatment of patients with ischemic stroke or transient ischemic attack using the “Get With The Guidelines” program. Arch Intern Med. 2008, 168 (4): 411-417. 10.1001/archinternmed.2007.101.CrossRefPubMed
6.
go back to reference Bushnell C, Zimmer L, Schwamm L, Goldstein LB, Clapp-Channing N, Harding T, Drew L, Zhao X, Peterson E: The Adherence eValuation After Ischemic Stroke Longitudinal (AVAIL) registry: design, rationale, and baseline patient characteristics. Am Heart J. 2009, 157 (3): 428-435. 10.1016/j.ahj.2008.11.002. e422CrossRefPubMed Bushnell C, Zimmer L, Schwamm L, Goldstein LB, Clapp-Channing N, Harding T, Drew L, Zhao X, Peterson E: The Adherence eValuation After Ischemic Stroke Longitudinal (AVAIL) registry: design, rationale, and baseline patient characteristics. Am Heart J. 2009, 157 (3): 428-435. 10.1016/j.ahj.2008.11.002. e422CrossRefPubMed
7.
go back to reference Reeves MJ, Fonarow GC, Zhao X, Smith EE, Schwamm LH: Quality of care in women with ischemic stroke in the GWTG program. Stroke. 2009, 40 (4): 1127-1133. 10.1161/STROKEAHA.108.543157.CrossRefPubMed Reeves MJ, Fonarow GC, Zhao X, Smith EE, Schwamm LH: Quality of care in women with ischemic stroke in the GWTG program. Stroke. 2009, 40 (4): 1127-1133. 10.1161/STROKEAHA.108.543157.CrossRefPubMed
8.
go back to reference Schwamm LH, Fonarow GC, Reeves MJ, Pan W, Frankel MR, Smith EE, Ellrodt G, Cannon CP, Liang L, Peterson E, Labresh KA: Get with the guidelines-stroke is associated with sustained improvement in care for patients hospitalized with acute stroke or transient ischemic attack. Circulation. 2009, 119 (1): 107-115. 10.1161/CIRCULATIONAHA.108.783688.CrossRefPubMed Schwamm LH, Fonarow GC, Reeves MJ, Pan W, Frankel MR, Smith EE, Ellrodt G, Cannon CP, Liang L, Peterson E, Labresh KA: Get with the guidelines-stroke is associated with sustained improvement in care for patients hospitalized with acute stroke or transient ischemic attack. Circulation. 2009, 119 (1): 107-115. 10.1161/CIRCULATIONAHA.108.783688.CrossRefPubMed
9.
go back to reference Nederhof AJ: Methods of coping with social desirability bias: a review. Eur J Soc Psychol. 1985, 15 (3): 263-280. 10.1002/ejsp.2420150303.CrossRef Nederhof AJ: Methods of coping with social desirability bias: a review. Eur J Soc Psychol. 1985, 15 (3): 263-280. 10.1002/ejsp.2420150303.CrossRef
10.
go back to reference Braveman PA, Cubbin C, Egerter S, Chideya S, Marchi KS, Metzler M, Posner S: Socioeconomic status in health research: one size does not fit all. JAMA. 2005, 294 (22): 2879-2888. 10.1001/jama.294.22.2879.CrossRefPubMed Braveman PA, Cubbin C, Egerter S, Chideya S, Marchi KS, Metzler M, Posner S: Socioeconomic status in health research: one size does not fit all. JAMA. 2005, 294 (22): 2879-2888. 10.1001/jama.294.22.2879.CrossRefPubMed
11.
go back to reference Miller DK, Malmstrom TK, Joshi S, Andresen EM, Morley JE FDW: Clinically relevant levels of depressive symptoms in community-dwelling middle-aged African Americans. J Am Geriatr Soc. 2004, 52 (5): 741-748. 10.1111/j.1532-5415.2004.52211.x.CrossRefPubMed Miller DK, Malmstrom TK, Joshi S, Andresen EM, Morley JE FDW: Clinically relevant levels of depressive symptoms in community-dwelling middle-aged African Americans. J Am Geriatr Soc. 2004, 52 (5): 741-748. 10.1111/j.1532-5415.2004.52211.x.CrossRefPubMed
12.
go back to reference Duncan PW, Lai SM, Keighley J: Defining post-stroke recovery: implications for design and interpretation of drug trials. Neuropharmacology. 2000, 39 (5): 835-841. 10.1016/S0028-3908(00)00003-4.CrossRefPubMed Duncan PW, Lai SM, Keighley J: Defining post-stroke recovery: implications for design and interpretation of drug trials. Neuropharmacology. 2000, 39 (5): 835-841. 10.1016/S0028-3908(00)00003-4.CrossRefPubMed
13.
go back to reference Rey V, Faouzi M, Huchmand-Zadeh M, Michel P: Stroke initial severity and outcome relative to insurance status in a universal health care system in Switzerland. Eur J Neurol. 2011, 18 (8): 1094-1097. 10.1111/j.1468-1331.2010.03264.x.CrossRefPubMed Rey V, Faouzi M, Huchmand-Zadeh M, Michel P: Stroke initial severity and outcome relative to insurance status in a universal health care system in Switzerland. Eur J Neurol. 2011, 18 (8): 1094-1097. 10.1111/j.1468-1331.2010.03264.x.CrossRefPubMed
14.
go back to reference Putman K, De Wit L, Schoonacker M, Baert I, Beyens H, Brinkmann N, Dejaeger E, De Meyer AM, De Weerdt W, Feys H, Jenni W, Kaske C, Leys M, Lincoln N, Schuback B, Schupp W, Smith B, Louckx F: Effect of socioeconomic status on functional and motor recovery after stroke: a European multicentre study. J Neurol Neurosurg Psychiatry. 2007, 78 (6): 593-599. 10.1136/jnnp.2006.094607.CrossRefPubMed Putman K, De Wit L, Schoonacker M, Baert I, Beyens H, Brinkmann N, Dejaeger E, De Meyer AM, De Weerdt W, Feys H, Jenni W, Kaske C, Leys M, Lincoln N, Schuback B, Schupp W, Smith B, Louckx F: Effect of socioeconomic status on functional and motor recovery after stroke: a European multicentre study. J Neurol Neurosurg Psychiatry. 2007, 78 (6): 593-599. 10.1136/jnnp.2006.094607.CrossRefPubMed
15.
go back to reference Jakovljevic D, Sarti C, Sivenius J, Torppa J, Mahonen M, Immonen-Raiha P, Kaarsalo E, Alhainen K, Kuulasmaa K, Tuomilehto J, Puska P, Salomaa V: Socioeconomic status and ischemic stroke: The FINMONICA Stroke Register. Stroke. 2001, 32 (7): 1492-1498. 10.1161/01.STR.32.7.1492.CrossRefPubMed Jakovljevic D, Sarti C, Sivenius J, Torppa J, Mahonen M, Immonen-Raiha P, Kaarsalo E, Alhainen K, Kuulasmaa K, Tuomilehto J, Puska P, Salomaa V: Socioeconomic status and ischemic stroke: The FINMONICA Stroke Register. Stroke. 2001, 32 (7): 1492-1498. 10.1161/01.STR.32.7.1492.CrossRefPubMed
16.
go back to reference van den Bos GA, Smits JP, Westert GP, van Straten A: Socioeconomic variations in the course of stroke: unequal health outcomes, equal care?. J Epidemiol Community Health. 2002, 56 (12): 943-948. 10.1136/jech.56.12.943.CrossRefPubMedPubMedCentral van den Bos GA, Smits JP, Westert GP, van Straten A: Socioeconomic variations in the course of stroke: unequal health outcomes, equal care?. J Epidemiol Community Health. 2002, 56 (12): 943-948. 10.1136/jech.56.12.943.CrossRefPubMedPubMedCentral
17.
go back to reference Grube MM, Koennecke HC, Walter G, Thummler J, Meisel A, Wellwood I, Heuschmann PU: Association between socioeconomic status and functional impairment 3 months after ischemic stroke: the Berlin Stroke Register. Stroke. 2012, 43 (12): 3325-3330. 10.1161/STROKEAHA.112.669580.CrossRefPubMed Grube MM, Koennecke HC, Walter G, Thummler J, Meisel A, Wellwood I, Heuschmann PU: Association between socioeconomic status and functional impairment 3 months after ischemic stroke: the Berlin Stroke Register. Stroke. 2012, 43 (12): 3325-3330. 10.1161/STROKEAHA.112.669580.CrossRefPubMed
18.
go back to reference Reeves MJ, Vaidya RS, Fonarow GC, Liang L, Smith EE, Matulonis R, Olson DM, Schwamm LH: Quality of care and outcomes in patients with diabetes hospitalized with ischemic stroke: findings from get with the guidelines-stroke. Stroke. 2010, 41 (5): e409-e417. 10.1161/STROKEAHA.109.572693.CrossRefPubMed Reeves MJ, Vaidya RS, Fonarow GC, Liang L, Smith EE, Matulonis R, Olson DM, Schwamm LH: Quality of care and outcomes in patients with diabetes hospitalized with ischemic stroke: findings from get with the guidelines-stroke. Stroke. 2010, 41 (5): e409-e417. 10.1161/STROKEAHA.109.572693.CrossRefPubMed
19.
go back to reference Schwamm LH, Reeves MJ, Pan W, Smith EE, Frankel MR, Olson D, Zhao X, Peterson E, Fonarow GC: Race/ethnicity, quality of care, and outcomes in ischemic stroke. Circulation. 2010, 121 (13): 1492-1501. 10.1161/CIRCULATIONAHA.109.881490.CrossRefPubMed Schwamm LH, Reeves MJ, Pan W, Smith EE, Frankel MR, Olson D, Zhao X, Peterson E, Fonarow GC: Race/ethnicity, quality of care, and outcomes in ischemic stroke. Circulation. 2010, 121 (13): 1492-1501. 10.1161/CIRCULATIONAHA.109.881490.CrossRefPubMed
20.
go back to reference Cumbler E, Murphy P, Jones WJ, Wald HL, Kutner JS, Smith DB: Quality of care for in-hospital stroke: analysis of a statewide registry. Stroke. 2011, 42 (1): 207-210. 10.1161/STROKEAHA.110.590265.CrossRefPubMed Cumbler E, Murphy P, Jones WJ, Wald HL, Kutner JS, Smith DB: Quality of care for in-hospital stroke: analysis of a statewide registry. Stroke. 2011, 42 (1): 207-210. 10.1161/STROKEAHA.110.590265.CrossRefPubMed
21.
go back to reference Reeves MJ, Grau-Sepulveda MV, Fonarow GC, Olson DM, Smith EE, Schwamm LH: Are quality improvements in the get with the guidelines: stroke program related to better care or better data documentation?. Circ Cardiovasc Qual Outcomes. 2011, 4 (5): 503-511. 10.1161/CIRCOUTCOMES.111.961755.CrossRefPubMed Reeves MJ, Grau-Sepulveda MV, Fonarow GC, Olson DM, Smith EE, Schwamm LH: Are quality improvements in the get with the guidelines: stroke program related to better care or better data documentation?. Circ Cardiovasc Qual Outcomes. 2011, 4 (5): 503-511. 10.1161/CIRCOUTCOMES.111.961755.CrossRefPubMed
22.
go back to reference Reeves MJ, Fonarow GC, Smith EE, Pan W, Olson D, Hernandez AF, Peterson ED, Schwamm LH: Representativeness of the get with the guidelines-stroke registry: comparison of patient and hospital characteristics among Medicare beneficiaries hospitalized with ischemic stroke. Stroke. 2012, 43 (1): 44-49. 10.1161/STROKEAHA.111.626978.CrossRefPubMed Reeves MJ, Fonarow GC, Smith EE, Pan W, Olson D, Hernandez AF, Peterson ED, Schwamm LH: Representativeness of the get with the guidelines-stroke registry: comparison of patient and hospital characteristics among Medicare beneficiaries hospitalized with ischemic stroke. Stroke. 2012, 43 (1): 44-49. 10.1161/STROKEAHA.111.626978.CrossRefPubMed
Metadata
Title
The association between socioeconomic status and disability after stroke: Findings from the Adherence eValuation After Ischemic stroke Longitudinal (AVAIL) registry
Authors
Janet Prvu Bettger
Xin Zhao
Cheryl Bushnell
Louise Zimmer
Wenqin Pan
Linda S Williams
Eric D Peterson
Publication date
01-12-2014
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2014
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-14-281

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