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The association between socioeconomic distress communities index and amputation among patients with peripheral artery disease
BACKGROUND: Socioeconomic factors have been shown to be associated with amputation in peripheral artery disease (PAD); however, analyses have normally focused on insurance status, race, or median income. We sought to determine whether community-level socioeconomic distress was associated with major...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9668855/ https://www.ncbi.nlm.nih.gov/pubmed/36407449 http://dx.doi.org/10.3389/fcvm.2022.1021692 |
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author | Witrick, Brian Shi, Lu Mayo, Rachel Hendricks, Brian Kalbaugh, Corey A. |
author_facet | Witrick, Brian Shi, Lu Mayo, Rachel Hendricks, Brian Kalbaugh, Corey A. |
author_sort | Witrick, Brian |
collection | PubMed |
description | BACKGROUND: Socioeconomic factors have been shown to be associated with amputation in peripheral artery disease (PAD); however, analyses have normally focused on insurance status, race, or median income. We sought to determine whether community-level socioeconomic distress was associated with major amputation and if that association differed by race. MATERIALS AND METHODS: Community-level socioeconomic distress was measured using the distressed communities index (DCI). The DCI is a zip code level compositive socioeconomic score (0–100) that accounts for unemployment, education level, poverty rate, median income, business growth, and housing vacancies. A distressed community was defined as a zip code with DCI of 40 or greater. We calculated one-year risk of major amputation by DCI score for individuals with peripheral artery disease in South Carolina, 2012–2017. Treating death as competing event, we reported Fine and Gray subdistribution hazards ratios (sdHR), adjusted for patient demographic and clinical comorbidities associated with amputation. Further analyses were completed to identify potential differences in outcomes within strata of race and DCI. RESULTS: Among 82,848 individuals with peripheral artery disease, the one-year incidence of amputation was 3.5% (95% CI: 3.3%, 3.6%) and was significantly greater in distressed communities than non-distressed communities (3.9%; 95% CI: 3.8%, 4.1% vs. 2.4%; 95% CI: 2.2%, 2.6%). After controlling for death and adjusting for covariates, we found an increased hazard of amputation among individuals in a distressed community (sdHR: 1.25; 95% CI: 1.14, 1.37), which persisted across racial strata. However, regardless of DCI score, Black individuals had the highest incidence of amputation. CONCLUSION: Socioeconomic status is independently predictive of limb amputation after controlling for demographic characteristics and clinical comorbidities. Race continues to be an important risk factor, with Black individuals having higher incidence of amputation, even in non-distressed communities, than White individuals had in distressed communities. |
format | Online Article Text |
id | pubmed-9668855 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96688552022-11-18 The association between socioeconomic distress communities index and amputation among patients with peripheral artery disease Witrick, Brian Shi, Lu Mayo, Rachel Hendricks, Brian Kalbaugh, Corey A. Front Cardiovasc Med Cardiovascular Medicine BACKGROUND: Socioeconomic factors have been shown to be associated with amputation in peripheral artery disease (PAD); however, analyses have normally focused on insurance status, race, or median income. We sought to determine whether community-level socioeconomic distress was associated with major amputation and if that association differed by race. MATERIALS AND METHODS: Community-level socioeconomic distress was measured using the distressed communities index (DCI). The DCI is a zip code level compositive socioeconomic score (0–100) that accounts for unemployment, education level, poverty rate, median income, business growth, and housing vacancies. A distressed community was defined as a zip code with DCI of 40 or greater. We calculated one-year risk of major amputation by DCI score for individuals with peripheral artery disease in South Carolina, 2012–2017. Treating death as competing event, we reported Fine and Gray subdistribution hazards ratios (sdHR), adjusted for patient demographic and clinical comorbidities associated with amputation. Further analyses were completed to identify potential differences in outcomes within strata of race and DCI. RESULTS: Among 82,848 individuals with peripheral artery disease, the one-year incidence of amputation was 3.5% (95% CI: 3.3%, 3.6%) and was significantly greater in distressed communities than non-distressed communities (3.9%; 95% CI: 3.8%, 4.1% vs. 2.4%; 95% CI: 2.2%, 2.6%). After controlling for death and adjusting for covariates, we found an increased hazard of amputation among individuals in a distressed community (sdHR: 1.25; 95% CI: 1.14, 1.37), which persisted across racial strata. However, regardless of DCI score, Black individuals had the highest incidence of amputation. CONCLUSION: Socioeconomic status is independently predictive of limb amputation after controlling for demographic characteristics and clinical comorbidities. Race continues to be an important risk factor, with Black individuals having higher incidence of amputation, even in non-distressed communities, than White individuals had in distressed communities. Frontiers Media S.A. 2022-11-03 /pmc/articles/PMC9668855/ /pubmed/36407449 http://dx.doi.org/10.3389/fcvm.2022.1021692 Text en Copyright © 2022 Witrick, Shi, Mayo, Hendricks and Kalbaugh. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Cardiovascular Medicine Witrick, Brian Shi, Lu Mayo, Rachel Hendricks, Brian Kalbaugh, Corey A. The association between socioeconomic distress communities index and amputation among patients with peripheral artery disease |
title | The association between socioeconomic distress communities index and amputation among patients with peripheral artery disease |
title_full | The association between socioeconomic distress communities index and amputation among patients with peripheral artery disease |
title_fullStr | The association between socioeconomic distress communities index and amputation among patients with peripheral artery disease |
title_full_unstemmed | The association between socioeconomic distress communities index and amputation among patients with peripheral artery disease |
title_short | The association between socioeconomic distress communities index and amputation among patients with peripheral artery disease |
title_sort | association between socioeconomic distress communities index and amputation among patients with peripheral artery disease |
topic | Cardiovascular Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9668855/ https://www.ncbi.nlm.nih.gov/pubmed/36407449 http://dx.doi.org/10.3389/fcvm.2022.1021692 |
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