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Community-Level Economic Distress, Race, and Risk of Adverse Outcomes After Heart Failure Hospitalization Among Medicare Beneficiaries
Socioeconomic disadvantage is a strong determinant of adverse outcomes in patients with heart failure. However, the contribution of community-level economic distress to adverse outcomes in heart failure may differ across races and ethnicities. Patients of self-reported Black, White, and Hispanic rac...
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Published in: | Circulation (New York, N.Y.) N.Y.), 2022-01, Vol.145 (2), p.110-121 |
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container_title | Circulation (New York, N.Y.) |
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creator | Mentias, Amgad Desai, Milind Y. Vaughan-Sarrazin, Mary S. Rao, Shreya Morris, Alanna A. Hall, Jennifer L. Menon, Venu Hockenberry, Jason Sims, Mario Fonarow, Gregg C. Girotra, Saket Pandey, Ambarish |
description | Socioeconomic disadvantage is a strong determinant of adverse outcomes in patients with heart failure. However, the contribution of community-level economic distress to adverse outcomes in heart failure may differ across races and ethnicities.
Patients of self-reported Black, White, and Hispanic race and ethnicity hospitalized with heart failure between 2014 and 2019 were identified from the Medicare MedPAR Part A 100% Files. We used patient-level residential ZIP code to quantify community-level economic distress on the basis of the Distressed Community Index (quintile 5: economically distressed versus quintiles 1-4: nondistressed). The association of continuous and categorical measures (distressed versus nondistressed) of Distressed Community Index with 30-day, 6-month, and 1-year risk-adjusted mortality, readmission burden, and home time were assessed separately by race and ethnicity groups.
The study included 1 611 586 White (13.2% economically distressed), 205 840 Black (50.6% economically distressed), and 89 199 Hispanic (27.3% economically distressed) patients. Among White patients, living in economically distressed (versus nondistressed) communities was significantly associated with a higher risk of adverse outcomes at 30-day and 1-year follow-up. Among Black and Hispanic patients, the risk of adverse outcomes associated with living in distressed versus nondistressed communities was not meaningfully different at 30 days and became more prominent by 1-year follow-up. Similarly, in the restricted cubic spline analysis, a stronger and more graded association was observed between Distressed Community Index score and risk of adverse outcomes in White patients (versus Black and Hispanic patients). Furthermore, the association between community-level economic distress and risk of adverse outcomes for Black patients differed in rural versus urban areas. Living in economically distressed communities was significantly associated with a higher risk of mortality and lower home time at 1-year follow-up in rural areas but not urban areas.
The association between community-level economic distress and risk of adverse outcomes differs across race and ethnic groups, with a stronger association noted in White patients at short- and long-term follow-up. Among Black patients, the association of community-level economic distress with a higher risk of adverse outcomes is less evident in the short term and is more robust and significant in the long-term follow-up and rural |
doi_str_mv | 10.1161/CIRCULATIONAHA.121.057756 |
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Patients of self-reported Black, White, and Hispanic race and ethnicity hospitalized with heart failure between 2014 and 2019 were identified from the Medicare MedPAR Part A 100% Files. We used patient-level residential ZIP code to quantify community-level economic distress on the basis of the Distressed Community Index (quintile 5: economically distressed versus quintiles 1-4: nondistressed). The association of continuous and categorical measures (distressed versus nondistressed) of Distressed Community Index with 30-day, 6-month, and 1-year risk-adjusted mortality, readmission burden, and home time were assessed separately by race and ethnicity groups.
The study included 1 611 586 White (13.2% economically distressed), 205 840 Black (50.6% economically distressed), and 89 199 Hispanic (27.3% economically distressed) patients. Among White patients, living in economically distressed (versus nondistressed) communities was significantly associated with a higher risk of adverse outcomes at 30-day and 1-year follow-up. Among Black and Hispanic patients, the risk of adverse outcomes associated with living in distressed versus nondistressed communities was not meaningfully different at 30 days and became more prominent by 1-year follow-up. Similarly, in the restricted cubic spline analysis, a stronger and more graded association was observed between Distressed Community Index score and risk of adverse outcomes in White patients (versus Black and Hispanic patients). Furthermore, the association between community-level economic distress and risk of adverse outcomes for Black patients differed in rural versus urban areas. Living in economically distressed communities was significantly associated with a higher risk of mortality and lower home time at 1-year follow-up in rural areas but not urban areas.
The association between community-level economic distress and risk of adverse outcomes differs across race and ethnic groups, with a stronger association noted in White patients at short- and long-term follow-up. Among Black patients, the association of community-level economic distress with a higher risk of adverse outcomes is less evident in the short term and is more robust and significant in the long-term follow-up and rural areas.</description><identifier>ISSN: 0009-7322</identifier><identifier>EISSN: 1524-4539</identifier><identifier>DOI: 10.1161/CIRCULATIONAHA.121.057756</identifier><identifier>PMID: 34743555</identifier><language>eng</language><publisher>United States: Lippincott Williams & Wilkins</publisher><subject>Aged ; Aged, 80 and over ; Female ; Heart Failure - complications ; Heart Failure - epidemiology ; Hospitalization ; Humans ; Long Term Adverse Effects - pathology ; Male ; Medicare ; Race Factors ; United States</subject><ispartof>Circulation (New York, N.Y.), 2022-01, Vol.145 (2), p.110-121</ispartof><rights>Lippincott Williams & Wilkins</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4135-c91e060c024d2b08fa70a3e682d254056575534eb1ece510f645271f057b694e3</citedby><cites>FETCH-LOGICAL-c4135-c91e060c024d2b08fa70a3e682d254056575534eb1ece510f645271f057b694e3</cites><orcidid>0000-0001-9651-3836 ; 0000-0002-3192-8093 ; 0000-0001-8717-1061 ; 0000-0003-4410-2677 ; 0000-0003-0010-9797 ; 0000-0002-5103-5399 ; 0000-0001-6555-2517 ; 0000-0002-8033-3707 ; 0000-0002-4784-4513</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34743555$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Mentias, Amgad</creatorcontrib><creatorcontrib>Desai, Milind Y.</creatorcontrib><creatorcontrib>Vaughan-Sarrazin, Mary S.</creatorcontrib><creatorcontrib>Rao, Shreya</creatorcontrib><creatorcontrib>Morris, Alanna A.</creatorcontrib><creatorcontrib>Hall, Jennifer L.</creatorcontrib><creatorcontrib>Menon, Venu</creatorcontrib><creatorcontrib>Hockenberry, Jason</creatorcontrib><creatorcontrib>Sims, Mario</creatorcontrib><creatorcontrib>Fonarow, Gregg C.</creatorcontrib><creatorcontrib>Girotra, Saket</creatorcontrib><creatorcontrib>Pandey, Ambarish</creatorcontrib><title>Community-Level Economic Distress, Race, and Risk of Adverse Outcomes After Heart Failure Hospitalization Among Medicare Beneficiaries</title><title>Circulation (New York, N.Y.)</title><addtitle>Circulation</addtitle><description>Socioeconomic disadvantage is a strong determinant of adverse outcomes in patients with heart failure. However, the contribution of community-level economic distress to adverse outcomes in heart failure may differ across races and ethnicities.
Patients of self-reported Black, White, and Hispanic race and ethnicity hospitalized with heart failure between 2014 and 2019 were identified from the Medicare MedPAR Part A 100% Files. We used patient-level residential ZIP code to quantify community-level economic distress on the basis of the Distressed Community Index (quintile 5: economically distressed versus quintiles 1-4: nondistressed). The association of continuous and categorical measures (distressed versus nondistressed) of Distressed Community Index with 30-day, 6-month, and 1-year risk-adjusted mortality, readmission burden, and home time were assessed separately by race and ethnicity groups.
The study included 1 611 586 White (13.2% economically distressed), 205 840 Black (50.6% economically distressed), and 89 199 Hispanic (27.3% economically distressed) patients. Among White patients, living in economically distressed (versus nondistressed) communities was significantly associated with a higher risk of adverse outcomes at 30-day and 1-year follow-up. Among Black and Hispanic patients, the risk of adverse outcomes associated with living in distressed versus nondistressed communities was not meaningfully different at 30 days and became more prominent by 1-year follow-up. Similarly, in the restricted cubic spline analysis, a stronger and more graded association was observed between Distressed Community Index score and risk of adverse outcomes in White patients (versus Black and Hispanic patients). Furthermore, the association between community-level economic distress and risk of adverse outcomes for Black patients differed in rural versus urban areas. Living in economically distressed communities was significantly associated with a higher risk of mortality and lower home time at 1-year follow-up in rural areas but not urban areas.
The association between community-level economic distress and risk of adverse outcomes differs across race and ethnic groups, with a stronger association noted in White patients at short- and long-term follow-up. Among Black patients, the association of community-level economic distress with a higher risk of adverse outcomes is less evident in the short term and is more robust and significant in the long-term follow-up and rural areas.</description><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Female</subject><subject>Heart Failure - complications</subject><subject>Heart Failure - epidemiology</subject><subject>Hospitalization</subject><subject>Humans</subject><subject>Long Term Adverse Effects - pathology</subject><subject>Male</subject><subject>Medicare</subject><subject>Race Factors</subject><subject>United States</subject><issn>0009-7322</issn><issn>1524-4539</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNpVkdtu1DAQhi0EokvhFZC546JZxqekuQxpy660sNKqvba8zoSaOvFiJ63KA_DcuNqCxNVoZv456P8I-cBgyVjJPrXrXXuzaa7X22_NqlkyzpagqkqVL8iCKS4LqUT9kiwAoC4qwfkJeZPSj5yWolKvyYmQlRRKqQX53YZhmEc3PRYbvEdPL20Yw-AsvXBpipjSGd0Zi2fUjB3duXRHQ0-b7h5jQrqdJxsGTLTpJ4x0hSZO9Mo4P0ekq5AObjLe_TKTCyNthjB-p1-xc9bk9mccsXfWmegwvSWveuMTvnuOp-Tm6vK6XRWb7Zd122wKK5lQha0ZQgkWuOz4Hs57U4ERWJ7zjisJqlSVUkLinqFFxaAvpeIV67M7-7KWKE7Jx-PeQww_Z0yTHlyy6L0ZMcxJc1UrxgCEzNL6KLUxpBSx14foBhMfNQP9hEH_j0FnDPqIIc--fz4z7wfs_k3-9T0L5FHwEHx2Lt35-QGjvkXjp1udQYEAVhUcOAeWHyqeSkr8AROqlK4</recordid><startdate>20220111</startdate><enddate>20220111</enddate><creator>Mentias, Amgad</creator><creator>Desai, Milind Y.</creator><creator>Vaughan-Sarrazin, Mary S.</creator><creator>Rao, Shreya</creator><creator>Morris, Alanna A.</creator><creator>Hall, Jennifer L.</creator><creator>Menon, Venu</creator><creator>Hockenberry, Jason</creator><creator>Sims, Mario</creator><creator>Fonarow, Gregg C.</creator><creator>Girotra, Saket</creator><creator>Pandey, Ambarish</creator><general>Lippincott Williams & Wilkins</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0001-9651-3836</orcidid><orcidid>https://orcid.org/0000-0002-3192-8093</orcidid><orcidid>https://orcid.org/0000-0001-8717-1061</orcidid><orcidid>https://orcid.org/0000-0003-4410-2677</orcidid><orcidid>https://orcid.org/0000-0003-0010-9797</orcidid><orcidid>https://orcid.org/0000-0002-5103-5399</orcidid><orcidid>https://orcid.org/0000-0001-6555-2517</orcidid><orcidid>https://orcid.org/0000-0002-8033-3707</orcidid><orcidid>https://orcid.org/0000-0002-4784-4513</orcidid></search><sort><creationdate>20220111</creationdate><title>Community-Level Economic Distress, Race, and Risk of Adverse Outcomes After Heart Failure Hospitalization Among Medicare Beneficiaries</title><author>Mentias, Amgad ; 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However, the contribution of community-level economic distress to adverse outcomes in heart failure may differ across races and ethnicities.
Patients of self-reported Black, White, and Hispanic race and ethnicity hospitalized with heart failure between 2014 and 2019 were identified from the Medicare MedPAR Part A 100% Files. We used patient-level residential ZIP code to quantify community-level economic distress on the basis of the Distressed Community Index (quintile 5: economically distressed versus quintiles 1-4: nondistressed). The association of continuous and categorical measures (distressed versus nondistressed) of Distressed Community Index with 30-day, 6-month, and 1-year risk-adjusted mortality, readmission burden, and home time were assessed separately by race and ethnicity groups.
The study included 1 611 586 White (13.2% economically distressed), 205 840 Black (50.6% economically distressed), and 89 199 Hispanic (27.3% economically distressed) patients. Among White patients, living in economically distressed (versus nondistressed) communities was significantly associated with a higher risk of adverse outcomes at 30-day and 1-year follow-up. Among Black and Hispanic patients, the risk of adverse outcomes associated with living in distressed versus nondistressed communities was not meaningfully different at 30 days and became more prominent by 1-year follow-up. Similarly, in the restricted cubic spline analysis, a stronger and more graded association was observed between Distressed Community Index score and risk of adverse outcomes in White patients (versus Black and Hispanic patients). Furthermore, the association between community-level economic distress and risk of adverse outcomes for Black patients differed in rural versus urban areas. Living in economically distressed communities was significantly associated with a higher risk of mortality and lower home time at 1-year follow-up in rural areas but not urban areas.
The association between community-level economic distress and risk of adverse outcomes differs across race and ethnic groups, with a stronger association noted in White patients at short- and long-term follow-up. Among Black patients, the association of community-level economic distress with a higher risk of adverse outcomes is less evident in the short term and is more robust and significant in the long-term follow-up and rural areas.</abstract><cop>United States</cop><pub>Lippincott Williams & Wilkins</pub><pmid>34743555</pmid><doi>10.1161/CIRCULATIONAHA.121.057756</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0001-9651-3836</orcidid><orcidid>https://orcid.org/0000-0002-3192-8093</orcidid><orcidid>https://orcid.org/0000-0001-8717-1061</orcidid><orcidid>https://orcid.org/0000-0003-4410-2677</orcidid><orcidid>https://orcid.org/0000-0003-0010-9797</orcidid><orcidid>https://orcid.org/0000-0002-5103-5399</orcidid><orcidid>https://orcid.org/0000-0001-6555-2517</orcidid><orcidid>https://orcid.org/0000-0002-8033-3707</orcidid><orcidid>https://orcid.org/0000-0002-4784-4513</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Aged Aged, 80 and over Female Heart Failure - complications Heart Failure - epidemiology Hospitalization Humans Long Term Adverse Effects - pathology Male Medicare Race Factors United States |
title | Community-Level Economic Distress, Race, and Risk of Adverse Outcomes After Heart Failure Hospitalization Among Medicare Beneficiaries |
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