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Spillover Effects of Community Uninsurance on Awareness, Treatment, and Control of Hypertension Among Insured Adults
Background: Although studies have shown that a high rate of uninsurance in a community reduces access to and satisfaction with health care among the insured population, little is known about whether the community uninsurance rate also affects quality of care and clinical outcomes among the insured....
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Published in: | Medical care 2014-07, Vol.52 (7), p.626-633 |
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description | Background: Although studies have shown that a high rate of uninsurance in a community reduces access to and satisfaction with health care among the insured population, little is known about whether the community uninsurance rate also affects quality of care and clinical outcomes among the insured. Objective: To assess the spillover effects of the rate of uninsurance in a community on the awareness, treatment, and control of hypertension, a chronic condition responsible for substantial morbidity and mortality in the United States, among insured adults. Research Design: NHANES III (1988–1994) and the 1999–2010 NHANES were linked to data from the Current Population Survey, Area Resource File, and InterStudy Competitive Edge. Multivariate probit regression models used 2 alternative estimation approaches: (1) maximum likelihood estimation, and (2) 2-stage residual inclusion estimation, an instrumental variables method. Main Outcome Measures: Six dichotomous outcomes included: awareness among all subjects with hypertension; treatment among all subjects with hypertension and among subjects who were aware of their condition; and control among all subjects with hypertension, among subjects who were aware of their condition, and among subjects receiving treatment. Results: A 10 percentage point increase in the community uninsurance rate reduced the probability of receiving antihypertensive medications by 4.2 percentage points among insured hypertensive adults and by 5.5 percentage points among insured hypertensive adults who were aware of their hypertension. A 10 percentage point increase in the community uninsurance rate also resulted in a 6.8 percentage point decline in the probability of blood pressure control among insured hypertensive adults who were aware of their condition. Conclusions: Nationally, the Affordable Care Act is expected to reduce the number of uninsured by >30 million by 2016, although changes will be experienced by communities to a greater or lesser extent depending on the existing numbers and characteristics of the uninsured in the area and the ways in which health care reform is implemented. Our results suggest that reductions in the community uninsurance rate have the potential to improve quality of care and clinical outcomes among the insured. |
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Objective: To assess the spillover effects of the rate of uninsurance in a community on the awareness, treatment, and control of hypertension, a chronic condition responsible for substantial morbidity and mortality in the United States, among insured adults. Research Design: NHANES III (1988–1994) and the 1999–2010 NHANES were linked to data from the Current Population Survey, Area Resource File, and InterStudy Competitive Edge. Multivariate probit regression models used 2 alternative estimation approaches: (1) maximum likelihood estimation, and (2) 2-stage residual inclusion estimation, an instrumental variables method. Main Outcome Measures: Six dichotomous outcomes included: awareness among all subjects with hypertension; treatment among all subjects with hypertension and among subjects who were aware of their condition; and control among all subjects with hypertension, among subjects who were aware of their condition, and among subjects receiving treatment. Results: A 10 percentage point increase in the community uninsurance rate reduced the probability of receiving antihypertensive medications by 4.2 percentage points among insured hypertensive adults and by 5.5 percentage points among insured hypertensive adults who were aware of their hypertension. A 10 percentage point increase in the community uninsurance rate also resulted in a 6.8 percentage point decline in the probability of blood pressure control among insured hypertensive adults who were aware of their condition. Conclusions: Nationally, the Affordable Care Act is expected to reduce the number of uninsured by >30 million by 2016, although changes will be experienced by communities to a greater or lesser extent depending on the existing numbers and characteristics of the uninsured in the area and the ways in which health care reform is implemented. Our results suggest that reductions in the community uninsurance rate have the potential to improve quality of care and clinical outcomes among the insured.</description><identifier>ISSN: 0025-7079</identifier><identifier>EISSN: 1537-1948</identifier><identifier>DOI: 10.1097/MLR.0000000000000145</identifier><identifier>PMID: 24926710</identifier><identifier>CODEN: MELAAD</identifier><language>eng</language><publisher>United States: Lippincott Williams & Wilkins</publisher><subject>Adult ; Aged ; Aged, 80 and over ; Antihypertensive Agents - administration & dosage ; Antihypertensive Agents - therapeutic use ; Awareness ; Estimating techniques ; Female ; Health care access ; Health care quality ; Health insurance ; Health Knowledge, Attitudes, Practice ; Health Surveys ; Humans ; Hypertension ; Hypertension - diagnosis ; Hypertension - drug therapy ; Hypertension - epidemiology ; Instrumental variables estimation ; Insurance coverage ; Insurance Coverage - statistics & numerical data ; Insurance rates ; Insurance, Health - statistics & numerical data ; Male ; Maximum likelihood estimation ; Maximum likelihood method ; Medically Uninsured - statistics & numerical data ; Metropolitan areas ; Middle Aged ; Morbidity ; Physicians ; Quality of care ; Quality of Health Care ; Residence Characteristics - statistics & numerical data ; Socioeconomic Factors</subject><ispartof>Medical care, 2014-07, Vol.52 (7), p.626-633</ispartof><rights>Copyright © 2014 Lippincott Williams & Wilkins</rights><rights>2014 by Lippincott Williams & Wilkins.</rights><rights>Copyright Lippincott Williams & Wilkins Jul 2014</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4029-f7b08a128b7647300d8d1a75cac5d1fdb05d5cb20f0b8c3250349a5d5c97710a3</citedby><cites>FETCH-LOGICAL-c4029-f7b08a128b7647300d8d1a75cac5d1fdb05d5cb20f0b8c3250349a5d5c97710a3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.jstor.org/stable/pdf/24465826$$EPDF$$P50$$Gjstor$$H</linktopdf><linktohtml>$$Uhttps://www.jstor.org/stable/24465826$$EHTML$$P50$$Gjstor$$H</linktohtml><link.rule.ids>314,780,784,27923,27924,58237,58470</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24926710$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Escarce, José J.</creatorcontrib><creatorcontrib>Edgington, Sarah E.</creatorcontrib><creatorcontrib>Gresenz, Carole Roan</creatorcontrib><title>Spillover Effects of Community Uninsurance on Awareness, Treatment, and Control of Hypertension Among Insured Adults</title><title>Medical care</title><addtitle>Med Care</addtitle><description>Background: Although studies have shown that a high rate of uninsurance in a community reduces access to and satisfaction with health care among the insured population, little is known about whether the community uninsurance rate also affects quality of care and clinical outcomes among the insured. Objective: To assess the spillover effects of the rate of uninsurance in a community on the awareness, treatment, and control of hypertension, a chronic condition responsible for substantial morbidity and mortality in the United States, among insured adults. Research Design: NHANES III (1988–1994) and the 1999–2010 NHANES were linked to data from the Current Population Survey, Area Resource File, and InterStudy Competitive Edge. Multivariate probit regression models used 2 alternative estimation approaches: (1) maximum likelihood estimation, and (2) 2-stage residual inclusion estimation, an instrumental variables method. Main Outcome Measures: Six dichotomous outcomes included: awareness among all subjects with hypertension; treatment among all subjects with hypertension and among subjects who were aware of their condition; and control among all subjects with hypertension, among subjects who were aware of their condition, and among subjects receiving treatment. Results: A 10 percentage point increase in the community uninsurance rate reduced the probability of receiving antihypertensive medications by 4.2 percentage points among insured hypertensive adults and by 5.5 percentage points among insured hypertensive adults who were aware of their hypertension. A 10 percentage point increase in the community uninsurance rate also resulted in a 6.8 percentage point decline in the probability of blood pressure control among insured hypertensive adults who were aware of their condition. Conclusions: Nationally, the Affordable Care Act is expected to reduce the number of uninsured by >30 million by 2016, although changes will be experienced by communities to a greater or lesser extent depending on the existing numbers and characteristics of the uninsured in the area and the ways in which health care reform is implemented. Our results suggest that reductions in the community uninsurance rate have the potential to improve quality of care and clinical outcomes among the insured.</description><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Antihypertensive Agents - administration & dosage</subject><subject>Antihypertensive Agents - therapeutic use</subject><subject>Awareness</subject><subject>Estimating techniques</subject><subject>Female</subject><subject>Health care access</subject><subject>Health care quality</subject><subject>Health insurance</subject><subject>Health Knowledge, Attitudes, Practice</subject><subject>Health Surveys</subject><subject>Humans</subject><subject>Hypertension</subject><subject>Hypertension - diagnosis</subject><subject>Hypertension - drug therapy</subject><subject>Hypertension - epidemiology</subject><subject>Instrumental variables estimation</subject><subject>Insurance coverage</subject><subject>Insurance Coverage - statistics & numerical data</subject><subject>Insurance rates</subject><subject>Insurance, Health - statistics & numerical data</subject><subject>Male</subject><subject>Maximum likelihood estimation</subject><subject>Maximum likelihood method</subject><subject>Medically Uninsured - statistics & numerical data</subject><subject>Metropolitan areas</subject><subject>Middle Aged</subject><subject>Morbidity</subject><subject>Physicians</subject><subject>Quality of care</subject><subject>Quality of Health Care</subject><subject>Residence Characteristics - statistics & numerical data</subject><subject>Socioeconomic Factors</subject><issn>0025-7079</issn><issn>1537-1948</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><recordid>eNpdkcFu1DAURS1ERaeFPwBkiU0XTXl27DhZjkaFVpqqErTryEleaAbHHmyH0fw9DlNoVW8sP91zZPsS8p7BBYNKfb5Zf7uA54sJ-YosmMxVxipRviYLAC4zBao6JichbFJE5ZK_IcdcVLxQDBYkft8Oxrjf6Oll32MbA3U9XblxnOwQ9_TeDjZMXtsWqbN0udMeLYZwTu886jiijedU2y4hNnpnZvpqv0Uf0YZhJkZnf9DrWYIdXXaTieEtOeq1CfjucT8l918u71ZX2fr26_Vquc5aAbzKetVAqRkvG1UIlQN0Zce0kq1uZcf6rgHZybbh0ENTtjmXkItKz7NKpcfp_JScHbxb735NGGI9DqFFY7RFN4U6_ZUseJWLIkU_vYhu3ORtul1KCShVzos5JQ6p1rsQPPb11g-j9vuaQT23UqdW6petJOzjo3xqRuz-Q_9qePLunInow08z7dDXD6hNfPjrk4WEjCcbqHTK5lGVsA8HbBOi88-0opAlL_I_k4GgsA</recordid><startdate>201407</startdate><enddate>201407</enddate><creator>Escarce, José J.</creator><creator>Edgington, Sarah E.</creator><creator>Gresenz, Carole Roan</creator><general>Lippincott Williams & Wilkins</general><general>by Lippincott Williams & Wilkins</general><general>Lippincott Williams & Wilkins Ovid Technologies</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>K9.</scope><scope>7X8</scope></search><sort><creationdate>201407</creationdate><title>Spillover Effects of Community Uninsurance on Awareness, Treatment, and Control of Hypertension Among Insured Adults</title><author>Escarce, José J. ; Edgington, Sarah E. ; Gresenz, Carole Roan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4029-f7b08a128b7647300d8d1a75cac5d1fdb05d5cb20f0b8c3250349a5d5c97710a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Antihypertensive Agents - administration & dosage</topic><topic>Antihypertensive Agents - therapeutic use</topic><topic>Awareness</topic><topic>Estimating techniques</topic><topic>Female</topic><topic>Health care access</topic><topic>Health care quality</topic><topic>Health insurance</topic><topic>Health Knowledge, Attitudes, Practice</topic><topic>Health Surveys</topic><topic>Humans</topic><topic>Hypertension</topic><topic>Hypertension - diagnosis</topic><topic>Hypertension - drug therapy</topic><topic>Hypertension - epidemiology</topic><topic>Instrumental variables estimation</topic><topic>Insurance coverage</topic><topic>Insurance Coverage - statistics & numerical data</topic><topic>Insurance rates</topic><topic>Insurance, Health - statistics & numerical data</topic><topic>Male</topic><topic>Maximum likelihood estimation</topic><topic>Maximum likelihood method</topic><topic>Medically Uninsured - statistics & numerical data</topic><topic>Metropolitan areas</topic><topic>Middle Aged</topic><topic>Morbidity</topic><topic>Physicians</topic><topic>Quality of care</topic><topic>Quality of Health Care</topic><topic>Residence Characteristics - statistics & numerical data</topic><topic>Socioeconomic Factors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Escarce, José J.</creatorcontrib><creatorcontrib>Edgington, Sarah E.</creatorcontrib><creatorcontrib>Gresenz, Carole Roan</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 Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><jtitle>Medical care</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Escarce, José J.</au><au>Edgington, Sarah E.</au><au>Gresenz, Carole Roan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Spillover Effects of Community Uninsurance on Awareness, Treatment, and Control of Hypertension Among Insured Adults</atitle><jtitle>Medical care</jtitle><addtitle>Med Care</addtitle><date>2014-07</date><risdate>2014</risdate><volume>52</volume><issue>7</issue><spage>626</spage><epage>633</epage><pages>626-633</pages><issn>0025-7079</issn><eissn>1537-1948</eissn><coden>MELAAD</coden><abstract>Background: Although studies have shown that a high rate of uninsurance in a community reduces access to and satisfaction with health care among the insured population, little is known about whether the community uninsurance rate also affects quality of care and clinical outcomes among the insured. Objective: To assess the spillover effects of the rate of uninsurance in a community on the awareness, treatment, and control of hypertension, a chronic condition responsible for substantial morbidity and mortality in the United States, among insured adults. Research Design: NHANES III (1988–1994) and the 1999–2010 NHANES were linked to data from the Current Population Survey, Area Resource File, and InterStudy Competitive Edge. Multivariate probit regression models used 2 alternative estimation approaches: (1) maximum likelihood estimation, and (2) 2-stage residual inclusion estimation, an instrumental variables method. Main Outcome Measures: Six dichotomous outcomes included: awareness among all subjects with hypertension; treatment among all subjects with hypertension and among subjects who were aware of their condition; and control among all subjects with hypertension, among subjects who were aware of their condition, and among subjects receiving treatment. Results: A 10 percentage point increase in the community uninsurance rate reduced the probability of receiving antihypertensive medications by 4.2 percentage points among insured hypertensive adults and by 5.5 percentage points among insured hypertensive adults who were aware of their hypertension. A 10 percentage point increase in the community uninsurance rate also resulted in a 6.8 percentage point decline in the probability of blood pressure control among insured hypertensive adults who were aware of their condition. Conclusions: Nationally, the Affordable Care Act is expected to reduce the number of uninsured by >30 million by 2016, although changes will be experienced by communities to a greater or lesser extent depending on the existing numbers and characteristics of the uninsured in the area and the ways in which health care reform is implemented. Our results suggest that reductions in the community uninsurance rate have the potential to improve quality of care and clinical outcomes among the insured.</abstract><cop>United States</cop><pub>Lippincott Williams & Wilkins</pub><pmid>24926710</pmid><doi>10.1097/MLR.0000000000000145</doi><tpages>8</tpages></addata></record> |
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subjects | Adult Aged Aged, 80 and over Antihypertensive Agents - administration & dosage Antihypertensive Agents - therapeutic use Awareness Estimating techniques Female Health care access Health care quality Health insurance Health Knowledge, Attitudes, Practice Health Surveys Humans Hypertension Hypertension - diagnosis Hypertension - drug therapy Hypertension - epidemiology Instrumental variables estimation Insurance coverage Insurance Coverage - statistics & numerical data Insurance rates Insurance, Health - statistics & numerical data Male Maximum likelihood estimation Maximum likelihood method Medically Uninsured - statistics & numerical data Metropolitan areas Middle Aged Morbidity Physicians Quality of care Quality of Health Care Residence Characteristics - statistics & numerical data Socioeconomic Factors |
title | Spillover Effects of Community Uninsurance on Awareness, Treatment, and Control of Hypertension Among Insured Adults |
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