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Research Article| Volume 87, ISSUE 12, P1367-1371, June 15, 2001

Socioeconomic status as an independent risk factor for hospital readmission for heart failure

      Abstract

      The management of heart failure is characterized by high rates of hospital admission as well as rehospitalization after inpatient treatment of this disorder, whereas skillful medical care may reduce the risk of hospital admission. The purpose of this study was to examine the relation between income (as a measure of socioeconomic status) and the frequency of hospital readmission among a large and diverse group of persons treated for heart failure. We analyzed administrative discharge data from 236 nonfederal acute-care hospitals in New York State, involving 41,776 African-American or Caucasian hospital survivors with International Classification of Diseases, Ninth Revision, Clinical Modification codes for heart failure in the principal diagnosis position between January 1 and December 31, 1995. Household income was derived from postal ZIP codes and census data. We found that patients residing in lower income neighborhoods were more often women or African-Americans, had more comorbid illness, had higher use of Medicaid insurance, and were more often admitted to rural hospitals. There was a stepwise decrease in the crude frequency of readmission from the lowest quartile of income (23.2%) to the highest (20.0%) (p <0.0001 for Mantel-Haenszel chi-square test for trend across all quartiles; p <0.0001 for comparison between quartiles 1 and 4). After adjustment for baseline differences and process of care, income remained a significant predictor, with an increase in the risk of readmission noted in association with lower levels of income (adjusted odds ratio for quartile 1:4 comparison, 1.18; 95% confidence interval, 1.10 to 1.26, p <0.0001). We conclude that lower income patients hospitalized for treatment of heart failure in New York differ from higher income patients in important clinical and demographic comparisons. Even after adjustment for these fundamental differences and other potential confounding factors, lower income is a positive predictor of readmission risk.
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      References

        • Krumholz H.M.
        • Parent E.M.
        • Tu N.
        • Vaccarino V.
        • Wang Y.
        • Radford M.J.
        • Hennen J.
        Readmission after hospitalization for congestive heart failure among Medicare beneficiaries.
        Arch Intern Med. 1997; 157: 99-104
        • Philbin E.F.
        • Rocco T.A.
        • Lindenmuth N.W.
        • Ulrich K.
        • Jenkins P.L.
        Clinical outcomes in heart failure.
        Am J Med. 1999; 107: 549-555
        • Philbin E.F.
        • DiSalvo T.G.
        The influence of race and gender on process of care, resource utilization, and hospital-based outcomes in congestive heart failure.
        Am J Cardiol. 1998; 82: 76-81
        • Ghali J.K.
        • Kadakia S.
        • Cooper R.
        • Ferlinz J.
        Precipitating factors leading to decompensation of heart failure.
        Arch Intern Med. 1988; 148: 2013-2016
        • Vinson J.M.
        • Rich M.W.
        • Sperry J.C.
        • Shah A.S.
        • McNamara T.
        Early readmission of elderly patients with congestive heart failure.
        J Am Geriatr Soc. 1990; 38: 1290-1295
        • Philbin E.F.
        • DiSalvo T.G.
        Prediction of hospital readmission for heart failure.
        J Am Coll Cardiol. 1999; 33: 1560-1566
        • Chin M.H.
        • Goldman L.
        Correlates of early hospital readmission or death in patients with congestive heart failure.
        Am J Cardiol. 1997; 79: 1640-1644
        • Philbin E.F.
        Comprehensive multidisciplinary programs for management of patients with congestive heart failure.
        J Gen Intern Med. 1999; 14: 130-135
        • Alter D.A.
        • Naylor C.D.
        • Austin P.
        • Tu J.V.
        Effects of socioeconomic status on access to invasive cardiac procedures and on mortality after acute myocardial infarction.
        N Engl J Med. 1999; 341: 1359-1367
        • Leape L.L.
        • Hilborne L.H.
        • Bell R.
        • Kamberg C.
        • Brook R.H.
        Underuse of cardiac procedures.
        Ann Intern Med. 1999; 130: 183-192
        • Carlisle D.M.
        • Leake B.D.
        • Shapiro M.F.
        Racial and ethnic disparities in the use of cardiovascular procedures.
        Am J Public Health. 1997; 87: 263-267
        • Gornick M.E.
        • Eggers P.W.
        • Reilly T.W.
        • Mentnech R.M.
        • Fitterman L.K.
        • Kucken L.E.
        • Vladeck B.C.
        Effects of race and income on mortality and use of services among Medicare beneficiaries.
        N Engl J Med. 1996; 335: 791-799
        • Sada M.J.
        • French W.J.
        • Carlisle D.M.
        • Chandra N.C.
        • Gore J.M.
        • Rogers W.J.
        Influence of payor on use of invasive cardiac procedures and patient outcome after myocardial infarction in the United States.
        J Am Coll Cardiol. 1998; 31: 1474-1480
        • Retchin S.M.
        • Brown B.
        Elderly patients with congestive heart failure under prepaid care.
        Am J Med. 1991; 90: 236-242
      1. Philbin EF, McCullough PA, DiSalvo TG, Dec GW, Jenkins PL, Weaver WD. Socioeconomic status is an important determinant of utilization of invasive procedures after acute myocardial infarction in New York State. Circulation 2000;102(suppl III):III-107–III-115.

        • Kahn K.L.
        • Pearson M.L.
        • Harrison E.R.
        • Desmond K.A.
        • Rogers W.H.
        • Rubenstein L.V.
        • Brook R.H.
        • Keeler E.B.
        Health care for black and poor hospitalized Medicare patients.
        JAMA. 1994; 271: 1169-1174
        • SOLVD Investigators
        Effect of enalapril on survival in patients with reduced left ventricular ejection fractions and congestive heart failure.
        N Engl J Med. 1991; 325: 293-302
        • Digitalis Investigation Group
        The effect of digoxin on mortality and morbidity in patients with heart failure.
        N Engl J Med. 1997; 336: 525-533
        • Packer M.
        • Bristow M.R.
        • Cohn J.N.
        • Colucci W.S.
        • Fowler M.B.
        • Gilbert E.M.
        • Shusterman N.H.
        The effect of carvedilol on morbidity and mortality in patients with chronic heart failure.
        N Engl J Med. 1996; 334: 1349-1355
        • Philbin E.F.
        • Weil H.F.C.
        • Francis C.A.
        • Marx H.J.
        • Jenkins P.L.
        • Pearson T.A.
        • Reed R.G.
        Race-related differences among patients with left ventricular dysfunction.
        J Cardiac Failure. 2000; 6: 187-193
        • Iezzoni L.I.
        How much are we willing to pay for information about quality of care?.
        Ann Intern Med. 1997; 126: 391-393
        • Laouri M.
        • Kravitz R.L.
        • French W.J.
        • Yang I.
        • Milliken J.C.
        • Hilborne L.
        • Wachsner R.
        • Brook R.H.
        Underuse of coronary revascularization procedures.
        J Am Coll Cardiol. 1997; 29: 891-897