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Association of Health-Related Social Needs With Quality and Utilization Outcomes in a Medicare Advantage Population With Diabetes

IMPORTANCE: Recent research highlights the association of social determinants of health with health outcomes of patients with type 2 diabetes (T2D). OBJECTIVE: To examine associations between health-related social needs (HRSNs) and health care quality and utilization outcomes in a Medicare Advantage...

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Autores principales: Ryan, Jessica L., Franklin, Stephanie M., Canterberry, Melanie, Long, Charron L., Bowe, Andy, Roy, Brandy D., Hessler, Danielle, Aceves, Benjamin, Gottlieb, Laura M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Association 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10122170/
https://www.ncbi.nlm.nih.gov/pubmed/37083665
http://dx.doi.org/10.1001/jamanetworkopen.2023.9316
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author Ryan, Jessica L.
Franklin, Stephanie M.
Canterberry, Melanie
Long, Charron L.
Bowe, Andy
Roy, Brandy D.
Hessler, Danielle
Aceves, Benjamin
Gottlieb, Laura M.
author_facet Ryan, Jessica L.
Franklin, Stephanie M.
Canterberry, Melanie
Long, Charron L.
Bowe, Andy
Roy, Brandy D.
Hessler, Danielle
Aceves, Benjamin
Gottlieb, Laura M.
author_sort Ryan, Jessica L.
collection PubMed
description IMPORTANCE: Recent research highlights the association of social determinants of health with health outcomes of patients with type 2 diabetes (T2D). OBJECTIVE: To examine associations between health-related social needs (HRSNs) and health care quality and utilization outcomes in a Medicare Advantage population with T2D. DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study used medical and pharmacy claims data from 2019. An HRSN survey was given between October 16, 2019, and February 29, 2020, to Medicare Advantage beneficiaries. Inclusion criteria were diagnosis of T2D, age of 20 to 89 years, continuous Medicare Advantage enrollment in 2019, and response to the HRSN survey. Data were analyzed between June 2021 and January 2022. EXPOSURES: Enrollment in Medicare Advantage, diagnosis of T2D, and completion of a survey on HRSNs. MAIN OUTCOMES AND MEASURES: Quality outcomes included diabetes medication adherence, statin adherence, completion of a glycated hemoglobin (HbA(1c)) laboratory test in the past 12 months, and controlled HbA(1c). Utilization outcomes included all-cause hospitalization, potentially avoidable hospitalization, emergency department discharge, and readmission. RESULTS: Of the 21 528 Medicare Advantage beneficiaries with T2D included in the study (mean [SD] age, 71.0 [8.3] years; 55.4% women), most (56.9%) had at least 1 HRSN. Among the population with T2D reporting HRSNs, the most prevalent were financial strain (73.6%), food insecurity (47.5%), and poor housing quality (39.1%). In adjusted models, loneliness (odds ratio [OR], 0.85; 95% CI, 0.73-0.99), lack of transportation (OR, 0.80; 95% CI, 0.69-0.92), utility insecurity (OR, 0.86; 95% CI, 0.76-0.98), and housing insecurity (OR, 0.78; 95% CI, 0.67-0.91) were each associated with lower diabetes medication adherence. Loneliness and lack of transportation were associated with increased emergency visits (marginal effects of 173.0 [95% CI, 74.2-271.9] and 244.6 [95% CI, 150.4-338.9] emergency visits per 1000 beneficiaries for loneliness and transportation, respectively). Food insecurity was the HRSN most consistently associated with higher acute care utilization (marginal effects of 84.6 [95% CI, 19.8-149.4] emergency visits, 30.4 [95% CI, 9.5-51.3] inpatient encounters, and 17.1 [95% CI, 4.7-29.5] avoidable hospitalizations per 1000 beneficiaries). CONCLUSIONS AND RELEVANCE: In this cross-sectional study of Medicare Advantage beneficiaries with T2D, some HRSNs were associated with care quality and utilization. The results of the study may be used to direct interventions to the social needs most associated with T2D health outcomes and inform policy decisions at the insurance plan and community level.
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spelling pubmed-101221702023-04-23 Association of Health-Related Social Needs With Quality and Utilization Outcomes in a Medicare Advantage Population With Diabetes Ryan, Jessica L. Franklin, Stephanie M. Canterberry, Melanie Long, Charron L. Bowe, Andy Roy, Brandy D. Hessler, Danielle Aceves, Benjamin Gottlieb, Laura M. JAMA Netw Open Original Investigation IMPORTANCE: Recent research highlights the association of social determinants of health with health outcomes of patients with type 2 diabetes (T2D). OBJECTIVE: To examine associations between health-related social needs (HRSNs) and health care quality and utilization outcomes in a Medicare Advantage population with T2D. DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study used medical and pharmacy claims data from 2019. An HRSN survey was given between October 16, 2019, and February 29, 2020, to Medicare Advantage beneficiaries. Inclusion criteria were diagnosis of T2D, age of 20 to 89 years, continuous Medicare Advantage enrollment in 2019, and response to the HRSN survey. Data were analyzed between June 2021 and January 2022. EXPOSURES: Enrollment in Medicare Advantage, diagnosis of T2D, and completion of a survey on HRSNs. MAIN OUTCOMES AND MEASURES: Quality outcomes included diabetes medication adherence, statin adherence, completion of a glycated hemoglobin (HbA(1c)) laboratory test in the past 12 months, and controlled HbA(1c). Utilization outcomes included all-cause hospitalization, potentially avoidable hospitalization, emergency department discharge, and readmission. RESULTS: Of the 21 528 Medicare Advantage beneficiaries with T2D included in the study (mean [SD] age, 71.0 [8.3] years; 55.4% women), most (56.9%) had at least 1 HRSN. Among the population with T2D reporting HRSNs, the most prevalent were financial strain (73.6%), food insecurity (47.5%), and poor housing quality (39.1%). In adjusted models, loneliness (odds ratio [OR], 0.85; 95% CI, 0.73-0.99), lack of transportation (OR, 0.80; 95% CI, 0.69-0.92), utility insecurity (OR, 0.86; 95% CI, 0.76-0.98), and housing insecurity (OR, 0.78; 95% CI, 0.67-0.91) were each associated with lower diabetes medication adherence. Loneliness and lack of transportation were associated with increased emergency visits (marginal effects of 173.0 [95% CI, 74.2-271.9] and 244.6 [95% CI, 150.4-338.9] emergency visits per 1000 beneficiaries for loneliness and transportation, respectively). Food insecurity was the HRSN most consistently associated with higher acute care utilization (marginal effects of 84.6 [95% CI, 19.8-149.4] emergency visits, 30.4 [95% CI, 9.5-51.3] inpatient encounters, and 17.1 [95% CI, 4.7-29.5] avoidable hospitalizations per 1000 beneficiaries). CONCLUSIONS AND RELEVANCE: In this cross-sectional study of Medicare Advantage beneficiaries with T2D, some HRSNs were associated with care quality and utilization. The results of the study may be used to direct interventions to the social needs most associated with T2D health outcomes and inform policy decisions at the insurance plan and community level. American Medical Association 2023-04-21 /pmc/articles/PMC10122170/ /pubmed/37083665 http://dx.doi.org/10.1001/jamanetworkopen.2023.9316 Text en Copyright 2023 Ryan JL et al. JAMA Network Open. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article distributed under the terms of the CC-BY-NC-ND License.
spellingShingle Original Investigation
Ryan, Jessica L.
Franklin, Stephanie M.
Canterberry, Melanie
Long, Charron L.
Bowe, Andy
Roy, Brandy D.
Hessler, Danielle
Aceves, Benjamin
Gottlieb, Laura M.
Association of Health-Related Social Needs With Quality and Utilization Outcomes in a Medicare Advantage Population With Diabetes
title Association of Health-Related Social Needs With Quality and Utilization Outcomes in a Medicare Advantage Population With Diabetes
title_full Association of Health-Related Social Needs With Quality and Utilization Outcomes in a Medicare Advantage Population With Diabetes
title_fullStr Association of Health-Related Social Needs With Quality and Utilization Outcomes in a Medicare Advantage Population With Diabetes
title_full_unstemmed Association of Health-Related Social Needs With Quality and Utilization Outcomes in a Medicare Advantage Population With Diabetes
title_short Association of Health-Related Social Needs With Quality and Utilization Outcomes in a Medicare Advantage Population With Diabetes
title_sort association of health-related social needs with quality and utilization outcomes in a medicare advantage population with diabetes
topic Original Investigation
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10122170/
https://www.ncbi.nlm.nih.gov/pubmed/37083665
http://dx.doi.org/10.1001/jamanetworkopen.2023.9316
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