Patient and System Factors Associated with Racial and Ethnic Disparities in Ambulatory Care Among Medicaid‐Enrolled Adults with Intellectual and Developmental Disabilities
Research ObjectivePersons with intellectual and developmental disabilities (IDD) have complex medical needs and experience gaps in care due to their unique needs, and challenges faced by health professionals in responding to them. We characterize New Jersey Medicaid‐enrolled individuals with IDD and...
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description | Research ObjectivePersons with intellectual and developmental disabilities (IDD) have complex medical needs and experience gaps in care due to their unique needs, and challenges faced by health professionals in responding to them. We characterize New Jersey Medicaid‐enrolled individuals with IDD and examine racial and ethnic (RE) disparities in ambulatory care (AC) quality and the extent to which RE gaps are explained by patient and health system factors. We focus on the potential positive effect of home and community‐based services (HCBS) provided through Medicaid waiver programs in mitigating disparities and improving care.Study DesignUtilizing New Jersey Medicaid comprehensive claims data over 2011‐2017, quality of AC was assessed using AC sensitive preventable hospitalizations (PH), IDD‐specific PH (IDDPH), and ED visits. Additional metrics including rates of preventive care visits (cancer screening, vaccination) and quality of behavioral health (BH) care will be available by the time of the conference. Econometric modeling of disparities utilized the Institute of Medicine as well as the Residual Direct Effect approaches that adjust for patient characteristics (sex, age, number of chronic and IDD conditions, presence of BH condition), allowing for mediation of disparities through provider and system‐level factors, for example, average quality of AC in zip code of residence. Difference‐in‐difference estimation examined how availability of HCBS waiver services impacted differences in quality across racial/ethnic groups. Findings from analysis utilizing an area‐level instrumental variable addressing potential selection into waiver services and access to IDD‐specialized providers will be available for the conference. Statistical significance was assessed at P = .05 threshold.Population Studied37 078 Medicaid‐enrolled individuals of age 22+ over 2011‐2017, who reside: a) in DD intermediate care facilities, or b) in the community and receive HCBS from waiver programs, or c) in the community, do not receive Medicaid‐paid HCBS and diagnosed with one or more of 13 IDD conditions. We examined ambulatory care among 92.7% of this population (n = 34 382) who were always in the community.Principal Findings44.2% of the community population was female, the mean age was 45.5 years, 59.3% had a BH condition, 25.6% had 3+ chronic conditions, and 49.4% were enrolled in HCBS waivers that provide services such as case management, day habilitation, and assistive technology. |
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fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7440404</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2435547239</sourcerecordid><originalsourceid>FETCH-LOGICAL-c2110-28069b08e8951cb8020ca3bb050dbbf15d43b0b056ab00e7853c2b1c80fb385f3</originalsourceid><addsrcrecordid>eNqFkcFuGyEQhlHVSHWTnntF6nmTYWG9-FLJcpwmUqpWSXtGwLIxEQsusIl86yP0RfpSfZJirxWpp8IBzfD_34z0I_SewDkp54KwtqnmbUvPCWUAr9DspfMazQBIWy1Izd6gtyk9AgCnnM3Q768yW-Mzlr7D97uUzYCvpM4hJrxMKWgrs-nws80bfCdL5Q7Kdd54q_GlTVsZbSEkbD1eDmp0snh3eCWjKXXwD_iz6ayWtvvz89fax-Bc4S270eU0YW98NqWp83iEX5on48J2KGuVTpkhlXWHIWfopJcumXfH9xR9v1p_W11Xt18-3ayWt5WuCYGq5jBfKOCGLxqiFYcatKRKQQOdUj1pOkYVlHIuFYBpeUN1rYjm0CvKm56eoo8TdzuqwXS6bBKlE9toBxl3Ikgr_v3xdiMewpNoGYNyC-DDERDDj9GkLB7DGH3ZWdSMNg1ra7ooqotJpWNIKZr-ZQIBsQ9V7CMU-wjFIdTimE-OZ-vM7n9ycb2-v5uMfwGzbKkk</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2435547239</pqid></control><display><type>article</type><title>Patient and System Factors Associated with Racial and Ethnic Disparities in Ambulatory Care Among Medicaid‐Enrolled Adults with Intellectual and Developmental Disabilities</title><source>Applied Social Sciences Index & Abstracts (ASSIA)</source><source>Wiley Online Library Journals Frontfile Complete</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>PubMed Central</source><source>Alma/SFX Local Collection</source><creator>Chakravarty, S. ; Knox, M. ; Lloyd, K. ; Cantor, J.C. ; Spitalnik, D.</creator><creatorcontrib>Chakravarty, S. ; Knox, M. ; Lloyd, K. ; Cantor, J.C. ; Spitalnik, D.</creatorcontrib><description>Research ObjectivePersons with intellectual and developmental disabilities (IDD) have complex medical needs and experience gaps in care due to their unique needs, and challenges faced by health professionals in responding to them. We characterize New Jersey Medicaid‐enrolled individuals with IDD and examine racial and ethnic (RE) disparities in ambulatory care (AC) quality and the extent to which RE gaps are explained by patient and health system factors. We focus on the potential positive effect of home and community‐based services (HCBS) provided through Medicaid waiver programs in mitigating disparities and improving care.Study DesignUtilizing New Jersey Medicaid comprehensive claims data over 2011‐2017, quality of AC was assessed using AC sensitive preventable hospitalizations (PH), IDD‐specific PH (IDDPH), and ED visits. Additional metrics including rates of preventive care visits (cancer screening, vaccination) and quality of behavioral health (BH) care will be available by the time of the conference. Econometric modeling of disparities utilized the Institute of Medicine as well as the Residual Direct Effect approaches that adjust for patient characteristics (sex, age, number of chronic and IDD conditions, presence of BH condition), allowing for mediation of disparities through provider and system‐level factors, for example, average quality of AC in zip code of residence. Difference‐in‐difference estimation examined how availability of HCBS waiver services impacted differences in quality across racial/ethnic groups. Findings from analysis utilizing an area‐level instrumental variable addressing potential selection into waiver services and access to IDD‐specialized providers will be available for the conference. Statistical significance was assessed at P = .05 threshold.Population Studied37 078 Medicaid‐enrolled individuals of age 22+ over 2011‐2017, who reside: a) in DD intermediate care facilities, or b) in the community and receive HCBS from waiver programs, or c) in the community, do not receive Medicaid‐paid HCBS and diagnosed with one or more of 13 IDD conditions. We examined ambulatory care among 92.7% of this population (n = 34 382) who were always in the community.Principal Findings44.2% of the community population was female, the mean age was 45.5 years, 59.3% had a BH condition, 25.6% had 3+ chronic conditions, and 49.4% were enrolled in HCBS waivers that provide services such as case management, day habilitation, and assistive technology. Among them, black (OR = 0.55) and Hispanic (OR = 0.21) populations had lower adjusted odds of being enrolled in waivers providing HCBS. Among those not receiving Medicaid‐paid HCBS, blacks had higher odds of PH (OR = 1.50), ED visits (OR = 1.33), and IDDPH (OR = 1.11). Hispanics had higher odds of ED visits (OR = 1.12). However, these disparities did not exist for individuals enrolled in HCBS waiver programs.ConclusionsOur analysis sheds light on RE disparities in AC outcomes within the IDD population using established measures of care quality and identifies several mechanisms associated with such disparities. We found a positive effect of HCBS on these outcomes in mitigating such disparities.Implications for Policy or PracticeThese findings underscore the beneficial role played by state waivers in ensuring provision of HCBS to individuals with IDD and, additionally, may guide formulation of performance metrics within Medicaid managed care contracts, and guidelines for health professionals offering specific IDD and medical services.Primary Funding SourceAgency for Healthcare Research and Quality.</description><identifier>ISSN: 0017-9124</identifier><identifier>EISSN: 1475-6773</identifier><identifier>DOI: 10.1111/1475-6773.13400</identifier><language>eng</language><publisher>Chicago: Blackwell Publishing Ltd</publisher><subject>Age ; Ambulatory care ; Ambulatory health care ; Developmental disabilities ; Disabilities ; Emergency medical services ; Ethnic differences ; Ethnic factors ; Government programs ; Intellectual disabilities ; Medicaid ; Medical personnel ; Medical screening ; Minority & ethnic groups ; Population ; Population studies ; Quality ; Racial inequality ; Special Issue Abstract ; Special Issue Abstracts ; Statistical significance ; Vaccination</subject><ispartof>Health services research, 2020-08, Vol.55 (S1), p.52-53</ispartof><rights>Health Research and Educational Trust</rights><rights>Copyright © 2020 Health Research and Educational Trust</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7440404/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7440404/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,723,776,780,881,1411,27901,27902,30976,45550,45551,53766,53768</link.rule.ids></links><search><creatorcontrib>Chakravarty, S.</creatorcontrib><creatorcontrib>Knox, M.</creatorcontrib><creatorcontrib>Lloyd, K.</creatorcontrib><creatorcontrib>Cantor, J.C.</creatorcontrib><creatorcontrib>Spitalnik, D.</creatorcontrib><title>Patient and System Factors Associated with Racial and Ethnic Disparities in Ambulatory Care Among Medicaid‐Enrolled Adults with Intellectual and Developmental Disabilities</title><title>Health services research</title><description>Research ObjectivePersons with intellectual and developmental disabilities (IDD) have complex medical needs and experience gaps in care due to their unique needs, and challenges faced by health professionals in responding to them. We characterize New Jersey Medicaid‐enrolled individuals with IDD and examine racial and ethnic (RE) disparities in ambulatory care (AC) quality and the extent to which RE gaps are explained by patient and health system factors. We focus on the potential positive effect of home and community‐based services (HCBS) provided through Medicaid waiver programs in mitigating disparities and improving care.Study DesignUtilizing New Jersey Medicaid comprehensive claims data over 2011‐2017, quality of AC was assessed using AC sensitive preventable hospitalizations (PH), IDD‐specific PH (IDDPH), and ED visits. Additional metrics including rates of preventive care visits (cancer screening, vaccination) and quality of behavioral health (BH) care will be available by the time of the conference. Econometric modeling of disparities utilized the Institute of Medicine as well as the Residual Direct Effect approaches that adjust for patient characteristics (sex, age, number of chronic and IDD conditions, presence of BH condition), allowing for mediation of disparities through provider and system‐level factors, for example, average quality of AC in zip code of residence. Difference‐in‐difference estimation examined how availability of HCBS waiver services impacted differences in quality across racial/ethnic groups. Findings from analysis utilizing an area‐level instrumental variable addressing potential selection into waiver services and access to IDD‐specialized providers will be available for the conference. Statistical significance was assessed at P = .05 threshold.Population Studied37 078 Medicaid‐enrolled individuals of age 22+ over 2011‐2017, who reside: a) in DD intermediate care facilities, or b) in the community and receive HCBS from waiver programs, or c) in the community, do not receive Medicaid‐paid HCBS and diagnosed with one or more of 13 IDD conditions. We examined ambulatory care among 92.7% of this population (n = 34 382) who were always in the community.Principal Findings44.2% of the community population was female, the mean age was 45.5 years, 59.3% had a BH condition, 25.6% had 3+ chronic conditions, and 49.4% were enrolled in HCBS waivers that provide services such as case management, day habilitation, and assistive technology. Among them, black (OR = 0.55) and Hispanic (OR = 0.21) populations had lower adjusted odds of being enrolled in waivers providing HCBS. Among those not receiving Medicaid‐paid HCBS, blacks had higher odds of PH (OR = 1.50), ED visits (OR = 1.33), and IDDPH (OR = 1.11). Hispanics had higher odds of ED visits (OR = 1.12). However, these disparities did not exist for individuals enrolled in HCBS waiver programs.ConclusionsOur analysis sheds light on RE disparities in AC outcomes within the IDD population using established measures of care quality and identifies several mechanisms associated with such disparities. We found a positive effect of HCBS on these outcomes in mitigating such disparities.Implications for Policy or PracticeThese findings underscore the beneficial role played by state waivers in ensuring provision of HCBS to individuals with IDD and, additionally, may guide formulation of performance metrics within Medicaid managed care contracts, and guidelines for health professionals offering specific IDD and medical services.Primary Funding SourceAgency for Healthcare Research and Quality.</description><subject>Age</subject><subject>Ambulatory care</subject><subject>Ambulatory health care</subject><subject>Developmental disabilities</subject><subject>Disabilities</subject><subject>Emergency medical services</subject><subject>Ethnic differences</subject><subject>Ethnic factors</subject><subject>Government programs</subject><subject>Intellectual disabilities</subject><subject>Medicaid</subject><subject>Medical personnel</subject><subject>Medical screening</subject><subject>Minority & ethnic groups</subject><subject>Population</subject><subject>Population studies</subject><subject>Quality</subject><subject>Racial inequality</subject><subject>Special Issue Abstract</subject><subject>Special Issue Abstracts</subject><subject>Statistical significance</subject><subject>Vaccination</subject><issn>0017-9124</issn><issn>1475-6773</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>7QJ</sourceid><recordid>eNqFkcFuGyEQhlHVSHWTnntF6nmTYWG9-FLJcpwmUqpWSXtGwLIxEQsusIl86yP0RfpSfZJirxWpp8IBzfD_34z0I_SewDkp54KwtqnmbUvPCWUAr9DspfMazQBIWy1Izd6gtyk9AgCnnM3Q768yW-Mzlr7D97uUzYCvpM4hJrxMKWgrs-nws80bfCdL5Q7Kdd54q_GlTVsZbSEkbD1eDmp0snh3eCWjKXXwD_iz6ayWtvvz89fax-Bc4S270eU0YW98NqWp83iEX5on48J2KGuVTpkhlXWHIWfopJcumXfH9xR9v1p_W11Xt18-3ayWt5WuCYGq5jBfKOCGLxqiFYcatKRKQQOdUj1pOkYVlHIuFYBpeUN1rYjm0CvKm56eoo8TdzuqwXS6bBKlE9toBxl3Ikgr_v3xdiMewpNoGYNyC-DDERDDj9GkLB7DGH3ZWdSMNg1ra7ooqotJpWNIKZr-ZQIBsQ9V7CMU-wjFIdTimE-OZ-vM7n9ycb2-v5uMfwGzbKkk</recordid><startdate>202008</startdate><enddate>202008</enddate><creator>Chakravarty, S.</creator><creator>Knox, M.</creator><creator>Lloyd, K.</creator><creator>Cantor, J.C.</creator><creator>Spitalnik, D.</creator><general>Blackwell Publishing Ltd</general><general>John Wiley and Sons Inc</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7QJ</scope><scope>K9.</scope><scope>5PM</scope></search><sort><creationdate>202008</creationdate><title>Patient and System Factors Associated with Racial and Ethnic Disparities in Ambulatory Care Among Medicaid‐Enrolled Adults with Intellectual and Developmental Disabilities</title><author>Chakravarty, S. ; Knox, M. ; Lloyd, K. ; Cantor, J.C. ; Spitalnik, D.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2110-28069b08e8951cb8020ca3bb050dbbf15d43b0b056ab00e7853c2b1c80fb385f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Age</topic><topic>Ambulatory care</topic><topic>Ambulatory health care</topic><topic>Developmental disabilities</topic><topic>Disabilities</topic><topic>Emergency medical services</topic><topic>Ethnic differences</topic><topic>Ethnic factors</topic><topic>Government programs</topic><topic>Intellectual disabilities</topic><topic>Medicaid</topic><topic>Medical personnel</topic><topic>Medical screening</topic><topic>Minority & ethnic groups</topic><topic>Population</topic><topic>Population studies</topic><topic>Quality</topic><topic>Racial inequality</topic><topic>Special Issue Abstract</topic><topic>Special Issue Abstracts</topic><topic>Statistical significance</topic><topic>Vaccination</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chakravarty, S.</creatorcontrib><creatorcontrib>Knox, M.</creatorcontrib><creatorcontrib>Lloyd, K.</creatorcontrib><creatorcontrib>Cantor, J.C.</creatorcontrib><creatorcontrib>Spitalnik, D.</creatorcontrib><collection>CrossRef</collection><collection>Applied Social Sciences Index & Abstracts (ASSIA)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Health services research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Chakravarty, S.</au><au>Knox, M.</au><au>Lloyd, K.</au><au>Cantor, J.C.</au><au>Spitalnik, D.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Patient and System Factors Associated with Racial and Ethnic Disparities in Ambulatory Care Among Medicaid‐Enrolled Adults with Intellectual and Developmental Disabilities</atitle><jtitle>Health services research</jtitle><date>2020-08</date><risdate>2020</risdate><volume>55</volume><issue>S1</issue><spage>52</spage><epage>53</epage><pages>52-53</pages><issn>0017-9124</issn><eissn>1475-6773</eissn><abstract>Research ObjectivePersons with intellectual and developmental disabilities (IDD) have complex medical needs and experience gaps in care due to their unique needs, and challenges faced by health professionals in responding to them. We characterize New Jersey Medicaid‐enrolled individuals with IDD and examine racial and ethnic (RE) disparities in ambulatory care (AC) quality and the extent to which RE gaps are explained by patient and health system factors. We focus on the potential positive effect of home and community‐based services (HCBS) provided through Medicaid waiver programs in mitigating disparities and improving care.Study DesignUtilizing New Jersey Medicaid comprehensive claims data over 2011‐2017, quality of AC was assessed using AC sensitive preventable hospitalizations (PH), IDD‐specific PH (IDDPH), and ED visits. Additional metrics including rates of preventive care visits (cancer screening, vaccination) and quality of behavioral health (BH) care will be available by the time of the conference. Econometric modeling of disparities utilized the Institute of Medicine as well as the Residual Direct Effect approaches that adjust for patient characteristics (sex, age, number of chronic and IDD conditions, presence of BH condition), allowing for mediation of disparities through provider and system‐level factors, for example, average quality of AC in zip code of residence. Difference‐in‐difference estimation examined how availability of HCBS waiver services impacted differences in quality across racial/ethnic groups. Findings from analysis utilizing an area‐level instrumental variable addressing potential selection into waiver services and access to IDD‐specialized providers will be available for the conference. Statistical significance was assessed at P = .05 threshold.Population Studied37 078 Medicaid‐enrolled individuals of age 22+ over 2011‐2017, who reside: a) in DD intermediate care facilities, or b) in the community and receive HCBS from waiver programs, or c) in the community, do not receive Medicaid‐paid HCBS and diagnosed with one or more of 13 IDD conditions. We examined ambulatory care among 92.7% of this population (n = 34 382) who were always in the community.Principal Findings44.2% of the community population was female, the mean age was 45.5 years, 59.3% had a BH condition, 25.6% had 3+ chronic conditions, and 49.4% were enrolled in HCBS waivers that provide services such as case management, day habilitation, and assistive technology. Among them, black (OR = 0.55) and Hispanic (OR = 0.21) populations had lower adjusted odds of being enrolled in waivers providing HCBS. Among those not receiving Medicaid‐paid HCBS, blacks had higher odds of PH (OR = 1.50), ED visits (OR = 1.33), and IDDPH (OR = 1.11). Hispanics had higher odds of ED visits (OR = 1.12). However, these disparities did not exist for individuals enrolled in HCBS waiver programs.ConclusionsOur analysis sheds light on RE disparities in AC outcomes within the IDD population using established measures of care quality and identifies several mechanisms associated with such disparities. We found a positive effect of HCBS on these outcomes in mitigating such disparities.Implications for Policy or PracticeThese findings underscore the beneficial role played by state waivers in ensuring provision of HCBS to individuals with IDD and, additionally, may guide formulation of performance metrics within Medicaid managed care contracts, and guidelines for health professionals offering specific IDD and medical services.Primary Funding SourceAgency for Healthcare Research and Quality.</abstract><cop>Chicago</cop><pub>Blackwell Publishing Ltd</pub><doi>10.1111/1475-6773.13400</doi><tpages>2</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Age Ambulatory care Ambulatory health care Developmental disabilities Disabilities Emergency medical services Ethnic differences Ethnic factors Government programs Intellectual disabilities Medicaid Medical personnel Medical screening Minority & ethnic groups Population Population studies Quality Racial inequality Special Issue Abstract Special Issue Abstracts Statistical significance Vaccination |
title | Patient and System Factors Associated with Racial and Ethnic Disparities in Ambulatory Care Among Medicaid‐Enrolled Adults with Intellectual and Developmental Disabilities |
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