Association Between Self-reported Health-Related Social Needs and Acute Care Utilization Among Older Adults Enrolled in Medicare Advantage
There is increased focus on identifying and addressing health-related social needs (HRSNs). Understanding how different HRSNs relate to different health outcomes can inform targeted, evidence-based policies, investments, and innovations to address HRSNs. To examine the association between self-repor...
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description | There is increased focus on identifying and addressing health-related social needs (HRSNs). Understanding how different HRSNs relate to different health outcomes can inform targeted, evidence-based policies, investments, and innovations to address HRSNs.
To examine the association between self-reported HRSNs and acute care utilization among older adults enrolled in Medicare Advantage.
This cross-sectional study used data from a large, national survey of Medicare Advantage beneficiaries to identify the presence of HRSNs. Survey data were linked to medical claims, and regression models were used to estimate the association between HRSNs and rates of acute care utilization from January 1, 2019, through December 31, 2019.
Self-reported HRSNs, including food insecurity, financial strain, loneliness, unreliable transportation, utility insecurity, housing insecurity, and poor housing quality.
All-cause hospital stays (inpatient admissions and observation stays), avoidable hospital stays, all-cause emergency department (ED) visits, avoidable ED visits, and 30-day readmissions.
Among a final study population of 56 155 Medicare Advantage beneficiaries (mean [SD] age, 74.0 [5.8] years; 32 779 [58.4%] women; 44 278 [78.8%] White; and 7634 [13.6%] dual eligible for Medicaid), 27 676 (49.3%) reported 1 or more HRSNs. Health-related social needs were associated with statistically significantly higher rates of all utilization measures, with the largest association observed for avoidable hospital stays (incident rate ratio for any HRSN, 1.53; 95% CI, 1.35-1.74;
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doi_str_mv | 10.1001/jamahealthforum.2022.1874 |
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To examine the association between self-reported HRSNs and acute care utilization among older adults enrolled in Medicare Advantage.
This cross-sectional study used data from a large, national survey of Medicare Advantage beneficiaries to identify the presence of HRSNs. Survey data were linked to medical claims, and regression models were used to estimate the association between HRSNs and rates of acute care utilization from January 1, 2019, through December 31, 2019.
Self-reported HRSNs, including food insecurity, financial strain, loneliness, unreliable transportation, utility insecurity, housing insecurity, and poor housing quality.
All-cause hospital stays (inpatient admissions and observation stays), avoidable hospital stays, all-cause emergency department (ED) visits, avoidable ED visits, and 30-day readmissions.
Among a final study population of 56 155 Medicare Advantage beneficiaries (mean [SD] age, 74.0 [5.8] years; 32 779 [58.4%] women; 44 278 [78.8%] White; and 7634 [13.6%] dual eligible for Medicaid), 27 676 (49.3%) reported 1 or more HRSNs. Health-related social needs were associated with statistically significantly higher rates of all utilization measures, with the largest association observed for avoidable hospital stays (incident rate ratio for any HRSN, 1.53; 95% CI, 1.35-1.74;
< .001). Compared with beneficiaries without HRSNs, beneficiaries with an HRSN had a 53.3% higher rate of avoidable hospitalization (incident rate ratio, 1.53; 95% CI, 1.35-1.74;
< .001). Financial strain and unreliable transportation were each independently associated with increased rates of hospital stays (marginal effects of 26.5 [95% CI, 14.2-38.9] and 51.2 [95% CI, 30.7-71.8] hospital stays per 1000 beneficiaries, respectively). All HRSNs, except for utility insecurity, were independently associated with increased rates of ED visits. Unreliable transportation had the largest association with increased hospital stays and ED visits, with marginal effects of 51.2 (95% CI, 30.7-71.8) and 95.5 (95% CI, 65.3-125.8) ED visits per 1000 beneficiaries, respectively. Only unreliable transportation and financial strain were associated with increased rates of 30-day readmissions, with marginal effects of 3.3% (95% CI, 2.0%-4.0%) and 0.4% (95% CI, 0.2%-0.6%), respectively.
In this cross-sectional study of older adults enrolled in Medicare Advantage, self-reported HRSNs were common and associated with statistically significantly increased rates of acute care utilization, with variation in which HRSNs were associated with different utilization measures. These findings provide evidence of the unique association between certain HRSNs and different types of acute care utilization, which could help refine the development and targeting of efforts to address HRSNs.</description><identifier>ISSN: 2689-0186</identifier><identifier>EISSN: 2689-0186</identifier><identifier>DOI: 10.1001/jamahealthforum.2022.1874</identifier><identifier>PMID: 35977222</identifier><language>eng</language><publisher>United States: American Medical Association</publisher><subject>Aged ; Comments ; Cross-Sectional Studies ; Emergency medical care ; Female ; Hospitalization ; Humans ; Male ; Medicaid ; Medicare ; Medicare Part C ; Older people ; Online Only ; Original Investigation ; Self Report ; United States - epidemiology</subject><ispartof>JAMA health forum, 2022-07, Vol.3 (7), p.e221874</ispartof><rights>Copyright 2022 Canterberry M et al. JAMA Health Forum.</rights><rights>2022. This work is published under https://creativecommons.org/licenses/by-nc-nd/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>Copyright 2022 Canterberry M et al. .</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c451t-6dea69d520436df62328d3f0b9fd56b2f462d14ab22afb62860064541df38f6e3</citedby><cites>FETCH-LOGICAL-c451t-6dea69d520436df62328d3f0b9fd56b2f462d14ab22afb62860064541df38f6e3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,864,885,27923,27924</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35977222$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Canterberry, Melanie</creatorcontrib><creatorcontrib>Figueroa, Jose F</creatorcontrib><creatorcontrib>Long, Charron L</creatorcontrib><creatorcontrib>Hagan, Angela S</creatorcontrib><creatorcontrib>Gondi, Suhas</creatorcontrib><creatorcontrib>Bowe, Andy</creatorcontrib><creatorcontrib>Franklin, Stephanie M</creatorcontrib><creatorcontrib>Renda, Andrew</creatorcontrib><creatorcontrib>Shrank, William H</creatorcontrib><creatorcontrib>Powers, Brian W</creatorcontrib><title>Association Between Self-reported Health-Related Social Needs and Acute Care Utilization Among Older Adults Enrolled in Medicare Advantage</title><title>JAMA health forum</title><addtitle>JAMA Health Forum</addtitle><description>There is increased focus on identifying and addressing health-related social needs (HRSNs). Understanding how different HRSNs relate to different health outcomes can inform targeted, evidence-based policies, investments, and innovations to address HRSNs.
To examine the association between self-reported HRSNs and acute care utilization among older adults enrolled in Medicare Advantage.
This cross-sectional study used data from a large, national survey of Medicare Advantage beneficiaries to identify the presence of HRSNs. Survey data were linked to medical claims, and regression models were used to estimate the association between HRSNs and rates of acute care utilization from January 1, 2019, through December 31, 2019.
Self-reported HRSNs, including food insecurity, financial strain, loneliness, unreliable transportation, utility insecurity, housing insecurity, and poor housing quality.
All-cause hospital stays (inpatient admissions and observation stays), avoidable hospital stays, all-cause emergency department (ED) visits, avoidable ED visits, and 30-day readmissions.
Among a final study population of 56 155 Medicare Advantage beneficiaries (mean [SD] age, 74.0 [5.8] years; 32 779 [58.4%] women; 44 278 [78.8%] White; and 7634 [13.6%] dual eligible for Medicaid), 27 676 (49.3%) reported 1 or more HRSNs. Health-related social needs were associated with statistically significantly higher rates of all utilization measures, with the largest association observed for avoidable hospital stays (incident rate ratio for any HRSN, 1.53; 95% CI, 1.35-1.74;
< .001). Compared with beneficiaries without HRSNs, beneficiaries with an HRSN had a 53.3% higher rate of avoidable hospitalization (incident rate ratio, 1.53; 95% CI, 1.35-1.74;
< .001). Financial strain and unreliable transportation were each independently associated with increased rates of hospital stays (marginal effects of 26.5 [95% CI, 14.2-38.9] and 51.2 [95% CI, 30.7-71.8] hospital stays per 1000 beneficiaries, respectively). All HRSNs, except for utility insecurity, were independently associated with increased rates of ED visits. Unreliable transportation had the largest association with increased hospital stays and ED visits, with marginal effects of 51.2 (95% CI, 30.7-71.8) and 95.5 (95% CI, 65.3-125.8) ED visits per 1000 beneficiaries, respectively. Only unreliable transportation and financial strain were associated with increased rates of 30-day readmissions, with marginal effects of 3.3% (95% CI, 2.0%-4.0%) and 0.4% (95% CI, 0.2%-0.6%), respectively.
In this cross-sectional study of older adults enrolled in Medicare Advantage, self-reported HRSNs were common and associated with statistically significantly increased rates of acute care utilization, with variation in which HRSNs were associated with different utilization measures. These findings provide evidence of the unique association between certain HRSNs and different types of acute care utilization, which could help refine the development and targeting of efforts to address HRSNs.</description><subject>Aged</subject><subject>Comments</subject><subject>Cross-Sectional Studies</subject><subject>Emergency medical care</subject><subject>Female</subject><subject>Hospitalization</subject><subject>Humans</subject><subject>Male</subject><subject>Medicaid</subject><subject>Medicare</subject><subject>Medicare Part C</subject><subject>Older people</subject><subject>Online Only</subject><subject>Original Investigation</subject><subject>Self Report</subject><subject>United States - epidemiology</subject><issn>2689-0186</issn><issn>2689-0186</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNpdkd1u1DAQhSMEolXpKyAjbrjJ4p_EiW-QwqrQSoVKlF5bTjze9cqxF9spgkfgqZuwpSq9Go_8nTMzOkXxhuAVwZi836lRbUG5vDUhTuOKYkpXpG2qZ8Ux5a0oMWn580fvo-I0pR3GmNaE8Ia9LI5YLZqGUnpc_OlSCoNV2QaPPkL-CeDRNThTRtiHmEGj87_Dym_g1NJeL7hDXwF0Qspr1A1TBrRWEdBNts7-Pph1Y_AbdOU0RNTpyeWEznwMzs0e1qMvoO2waDp9q3xWG3hVvDDKJTi9ryfFzaez7-vz8vLq88W6uyyHqia55BoUF7qmuGJcG04ZbTUzuBdG17ynpuJUk0r1lCrTc9pyjHlVV0Qb1hoO7KT4cPDdT_0IegCfo3JyH-2o4i8ZlJX__3i7lZtwKwVtMBfNbPDu3iCGHxOkLEebBnBOeQhTkjPGxDy2FjP69gm6C1P083kzxXjbVpVoZ0ocqCGGlCKYh2UIlkvo8knocgldLqHP2tePr3lQ_ouY3QHKKq9C</recordid><startdate>20220708</startdate><enddate>20220708</enddate><creator>Canterberry, Melanie</creator><creator>Figueroa, Jose F</creator><creator>Long, Charron L</creator><creator>Hagan, Angela S</creator><creator>Gondi, Suhas</creator><creator>Bowe, Andy</creator><creator>Franklin, Stephanie M</creator><creator>Renda, Andrew</creator><creator>Shrank, William H</creator><creator>Powers, Brian W</creator><general>American Medical Association</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>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88C</scope><scope>8C1</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>M0T</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20220708</creationdate><title>Association Between Self-reported Health-Related Social Needs and Acute Care Utilization Among Older Adults Enrolled in Medicare Advantage</title><author>Canterberry, Melanie ; Figueroa, Jose F ; Long, Charron L ; Hagan, Angela S ; Gondi, Suhas ; Bowe, Andy ; Franklin, Stephanie M ; Renda, Andrew ; Shrank, William H ; Powers, Brian W</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c451t-6dea69d520436df62328d3f0b9fd56b2f462d14ab22afb62860064541df38f6e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Aged</topic><topic>Comments</topic><topic>Cross-Sectional Studies</topic><topic>Emergency medical care</topic><topic>Female</topic><topic>Hospitalization</topic><topic>Humans</topic><topic>Male</topic><topic>Medicaid</topic><topic>Medicare</topic><topic>Medicare Part C</topic><topic>Older people</topic><topic>Online Only</topic><topic>Original Investigation</topic><topic>Self Report</topic><topic>United States - epidemiology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Canterberry, Melanie</creatorcontrib><creatorcontrib>Figueroa, Jose F</creatorcontrib><creatorcontrib>Long, Charron L</creatorcontrib><creatorcontrib>Hagan, Angela S</creatorcontrib><creatorcontrib>Gondi, Suhas</creatorcontrib><creatorcontrib>Bowe, Andy</creatorcontrib><creatorcontrib>Franklin, Stephanie M</creatorcontrib><creatorcontrib>Renda, Andrew</creatorcontrib><creatorcontrib>Shrank, William H</creatorcontrib><creatorcontrib>Powers, Brian W</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Healthcare Administration Database (Alumni)</collection><collection>Public Health Database</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Healthcare Administration Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>JAMA health forum</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Canterberry, Melanie</au><au>Figueroa, Jose F</au><au>Long, Charron L</au><au>Hagan, Angela S</au><au>Gondi, Suhas</au><au>Bowe, Andy</au><au>Franklin, Stephanie M</au><au>Renda, Andrew</au><au>Shrank, William H</au><au>Powers, Brian W</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Association Between Self-reported Health-Related Social Needs and Acute Care Utilization Among Older Adults Enrolled in Medicare Advantage</atitle><jtitle>JAMA health forum</jtitle><addtitle>JAMA Health Forum</addtitle><date>2022-07-08</date><risdate>2022</risdate><volume>3</volume><issue>7</issue><spage>e221874</spage><pages>e221874-</pages><issn>2689-0186</issn><eissn>2689-0186</eissn><abstract>There is increased focus on identifying and addressing health-related social needs (HRSNs). Understanding how different HRSNs relate to different health outcomes can inform targeted, evidence-based policies, investments, and innovations to address HRSNs.
To examine the association between self-reported HRSNs and acute care utilization among older adults enrolled in Medicare Advantage.
This cross-sectional study used data from a large, national survey of Medicare Advantage beneficiaries to identify the presence of HRSNs. Survey data were linked to medical claims, and regression models were used to estimate the association between HRSNs and rates of acute care utilization from January 1, 2019, through December 31, 2019.
Self-reported HRSNs, including food insecurity, financial strain, loneliness, unreliable transportation, utility insecurity, housing insecurity, and poor housing quality.
All-cause hospital stays (inpatient admissions and observation stays), avoidable hospital stays, all-cause emergency department (ED) visits, avoidable ED visits, and 30-day readmissions.
Among a final study population of 56 155 Medicare Advantage beneficiaries (mean [SD] age, 74.0 [5.8] years; 32 779 [58.4%] women; 44 278 [78.8%] White; and 7634 [13.6%] dual eligible for Medicaid), 27 676 (49.3%) reported 1 or more HRSNs. Health-related social needs were associated with statistically significantly higher rates of all utilization measures, with the largest association observed for avoidable hospital stays (incident rate ratio for any HRSN, 1.53; 95% CI, 1.35-1.74;
< .001). Compared with beneficiaries without HRSNs, beneficiaries with an HRSN had a 53.3% higher rate of avoidable hospitalization (incident rate ratio, 1.53; 95% CI, 1.35-1.74;
< .001). Financial strain and unreliable transportation were each independently associated with increased rates of hospital stays (marginal effects of 26.5 [95% CI, 14.2-38.9] and 51.2 [95% CI, 30.7-71.8] hospital stays per 1000 beneficiaries, respectively). All HRSNs, except for utility insecurity, were independently associated with increased rates of ED visits. Unreliable transportation had the largest association with increased hospital stays and ED visits, with marginal effects of 51.2 (95% CI, 30.7-71.8) and 95.5 (95% CI, 65.3-125.8) ED visits per 1000 beneficiaries, respectively. Only unreliable transportation and financial strain were associated with increased rates of 30-day readmissions, with marginal effects of 3.3% (95% CI, 2.0%-4.0%) and 0.4% (95% CI, 0.2%-0.6%), respectively.
In this cross-sectional study of older adults enrolled in Medicare Advantage, self-reported HRSNs were common and associated with statistically significantly increased rates of acute care utilization, with variation in which HRSNs were associated with different utilization measures. These findings provide evidence of the unique association between certain HRSNs and different types of acute care utilization, which could help refine the development and targeting of efforts to address HRSNs.</abstract><cop>United States</cop><pub>American Medical Association</pub><pmid>35977222</pmid><doi>10.1001/jamahealthforum.2022.1874</doi><oa>free_for_read</oa></addata></record> |
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subjects | Aged Comments Cross-Sectional Studies Emergency medical care Female Hospitalization Humans Male Medicaid Medicare Medicare Part C Older people Online Only Original Investigation Self Report United States - epidemiology |
title | Association Between Self-reported Health-Related Social Needs and Acute Care Utilization Among Older Adults Enrolled in Medicare Advantage |
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