Socioeconomic Disparities in Glaucoma Severity at Initial Diagnosis: A Nationwide Electronic Health Record Cohort Analysis
To assess disparities in initial disease severity among open-angle glaucoma (OAG) patients. Cross-sectional study. In this analysis of Epic Cosmos, an aggregated electronic health record dataset encompassing >213 million patients, OAG patients examined in ophthalmology or optometry clinics betwee...
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Veröffentlicht in: | American journal of ophthalmology 2024-07, Vol.263, p.50-60 |
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description | To assess disparities in initial disease severity among open-angle glaucoma (OAG) patients.
Cross-sectional study.
In this analysis of Epic Cosmos, an aggregated electronic health record dataset encompassing >213 million patients, OAG patients examined in ophthalmology or optometry clinics between January 1, 2013, and June 1, 2023, were evaluated. OAG severity at presentation was classified as mild, moderate, or severe using International Classification of Disease-10 codes. Demographics, social vulnerability index (SVI) scores, and rural-urban commuting area codes were evaluated as predictors of disease stage using ordinal logistic regression. Odds ratios (ORs) and 95% confidence intervals (CIs) were calculated.
Of 245,669 patients, 38.1% had mild, 32.5% moderate, and 29.3% severe disease at presentation. In multivariable analyses, significant determinants of worse severity included older age (OR: 1.23 per decade, 95% CI: 1.22-1.23), male sex (OR: 1.37, 95% CI: 1.35-1.39), Black race (OR: 1.61, 95% CI: 1.58-1.65), Hispanic ethnicity (OR: 1.15, 95% CI: 1.11-1.18), non-commercial insurance or uninsured status (OR: 2.53, 95% CI: 2.33-2.74), secondary OAGs (eg, pseudoexfoliative glaucoma – OR: 1.65, 95% CI: 1.58-1.72), and higher socioeconomic SVI scores (OR: 1.25 for highest versus lowest quartile, 95% CI: 1.22-1.28). Black and Hispanic patients were diagnosed at younger ages compared to White patients (mean ages: 67.8 ± 12.3 and 68.1 ± 12.8 vs 73.3 ± 11.8 years respectively, P < .001).
Worse OAG at presentation was associated with older age, male sex, Black race, Hispanic ethnicity, non-commercial insurance or uninsured status, secondary OAGs, and greater socioeconomic vulnerability in this nationwide cohort. These findings can help tailor screening programs towards vulnerable populations. |
doi_str_mv | 10.1016/j.ajo.2024.02.022 |
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Cross-sectional study.
In this analysis of Epic Cosmos, an aggregated electronic health record dataset encompassing >213 million patients, OAG patients examined in ophthalmology or optometry clinics between January 1, 2013, and June 1, 2023, were evaluated. OAG severity at presentation was classified as mild, moderate, or severe using International Classification of Disease-10 codes. Demographics, social vulnerability index (SVI) scores, and rural-urban commuting area codes were evaluated as predictors of disease stage using ordinal logistic regression. Odds ratios (ORs) and 95% confidence intervals (CIs) were calculated.
Of 245,669 patients, 38.1% had mild, 32.5% moderate, and 29.3% severe disease at presentation. In multivariable analyses, significant determinants of worse severity included older age (OR: 1.23 per decade, 95% CI: 1.22-1.23), male sex (OR: 1.37, 95% CI: 1.35-1.39), Black race (OR: 1.61, 95% CI: 1.58-1.65), Hispanic ethnicity (OR: 1.15, 95% CI: 1.11-1.18), non-commercial insurance or uninsured status (OR: 2.53, 95% CI: 2.33-2.74), secondary OAGs (eg, pseudoexfoliative glaucoma – OR: 1.65, 95% CI: 1.58-1.72), and higher socioeconomic SVI scores (OR: 1.25 for highest versus lowest quartile, 95% CI: 1.22-1.28). Black and Hispanic patients were diagnosed at younger ages compared to White patients (mean ages: 67.8 ± 12.3 and 68.1 ± 12.8 vs 73.3 ± 11.8 years respectively, P < .001).
Worse OAG at presentation was associated with older age, male sex, Black race, Hispanic ethnicity, non-commercial insurance or uninsured status, secondary OAGs, and greater socioeconomic vulnerability in this nationwide cohort. These findings can help tailor screening programs towards vulnerable populations.</description><identifier>ISSN: 0002-9394</identifier><identifier>ISSN: 1879-1891</identifier><identifier>EISSN: 1879-1891</identifier><identifier>DOI: 10.1016/j.ajo.2024.02.022</identifier><identifier>PMID: 38395325</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Adult ; Aged ; Aged, 80 and over ; Cross-Sectional Studies ; Electronic Health Records - statistics & numerical data ; Female ; Glaucoma, Open-Angle - diagnosis ; Glaucoma, Open-Angle - epidemiology ; Glaucoma, Open-Angle - ethnology ; Health Status Disparities ; Healthcare Disparities ; Humans ; Intraocular Pressure - physiology ; Male ; Middle Aged ; Odds Ratio ; Retrospective Studies ; Severity of Illness Index ; Socioeconomic Disparities in Health ; Socioeconomic Factors ; United States - epidemiology</subject><ispartof>American journal of ophthalmology, 2024-07, Vol.263, p.50-60</ispartof><rights>2024 Elsevier Inc.</rights><rights>Copyright © 2024 Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c353t-47faadf7ae0ea3863e8609019a17749d2159f988580a5f1905bdf46fa01c44a3</citedby><cites>FETCH-LOGICAL-c353t-47faadf7ae0ea3863e8609019a17749d2159f988580a5f1905bdf46fa01c44a3</cites><orcidid>0000-0001-7198-6602</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.ajo.2024.02.022$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38395325$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>SWAMINATHAN, SWARUP S.</creatorcontrib><creatorcontrib>MEDEIROS, FELIPE A.</creatorcontrib><title>Socioeconomic Disparities in Glaucoma Severity at Initial Diagnosis: A Nationwide Electronic Health Record Cohort Analysis</title><title>American journal of ophthalmology</title><addtitle>Am J Ophthalmol</addtitle><description>To assess disparities in initial disease severity among open-angle glaucoma (OAG) patients.
Cross-sectional study.
In this analysis of Epic Cosmos, an aggregated electronic health record dataset encompassing >213 million patients, OAG patients examined in ophthalmology or optometry clinics between January 1, 2013, and June 1, 2023, were evaluated. OAG severity at presentation was classified as mild, moderate, or severe using International Classification of Disease-10 codes. Demographics, social vulnerability index (SVI) scores, and rural-urban commuting area codes were evaluated as predictors of disease stage using ordinal logistic regression. Odds ratios (ORs) and 95% confidence intervals (CIs) were calculated.
Of 245,669 patients, 38.1% had mild, 32.5% moderate, and 29.3% severe disease at presentation. In multivariable analyses, significant determinants of worse severity included older age (OR: 1.23 per decade, 95% CI: 1.22-1.23), male sex (OR: 1.37, 95% CI: 1.35-1.39), Black race (OR: 1.61, 95% CI: 1.58-1.65), Hispanic ethnicity (OR: 1.15, 95% CI: 1.11-1.18), non-commercial insurance or uninsured status (OR: 2.53, 95% CI: 2.33-2.74), secondary OAGs (eg, pseudoexfoliative glaucoma – OR: 1.65, 95% CI: 1.58-1.72), and higher socioeconomic SVI scores (OR: 1.25 for highest versus lowest quartile, 95% CI: 1.22-1.28). Black and Hispanic patients were diagnosed at younger ages compared to White patients (mean ages: 67.8 ± 12.3 and 68.1 ± 12.8 vs 73.3 ± 11.8 years respectively, P < .001).
Worse OAG at presentation was associated with older age, male sex, Black race, Hispanic ethnicity, non-commercial insurance or uninsured status, secondary OAGs, and greater socioeconomic vulnerability in this nationwide cohort. These findings can help tailor screening programs towards vulnerable populations.</description><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Cross-Sectional Studies</subject><subject>Electronic Health Records - statistics & numerical data</subject><subject>Female</subject><subject>Glaucoma, Open-Angle - diagnosis</subject><subject>Glaucoma, Open-Angle - epidemiology</subject><subject>Glaucoma, Open-Angle - ethnology</subject><subject>Health Status Disparities</subject><subject>Healthcare Disparities</subject><subject>Humans</subject><subject>Intraocular Pressure - physiology</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Odds Ratio</subject><subject>Retrospective Studies</subject><subject>Severity of Illness Index</subject><subject>Socioeconomic Disparities in Health</subject><subject>Socioeconomic Factors</subject><subject>United States - epidemiology</subject><issn>0002-9394</issn><issn>1879-1891</issn><issn>1879-1891</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kM1OGzEURq2qVUlpH4BN5WU3k_pvxuOyigIFJFQkYG9dPHfA0Ywd7ElQeHochXZZ6UqW7fMd6X6EnHA254w3P1dzWMW5YELNmSgjPpAZb7WpeGv4RzJjjInKSKOOyJecV-XaaKU_kyPZSlNLUc_I6110PqKLIY7e0TOf15D85DFTH-jFABsXR6B3uMXyvKMw0atQ_mEoLDyGmH3-RRf0D0w-hhffIT0f0E0phqK7RBimJ3pb_Kmjy_gU00QXAYZdiX0ln3oYMn57P4_J_e_z--VldX1zcbVcXFdO1nKqlO4Bul4DMgTZNhLbhhnGDXCtlekEr01v2rZuGdQ9N6x-6HrV9MC4UwrkMflx0K5TfN5gnuzos8NhgIBxk60wWmjWMCUKyg-oSzHnhL1dJz9C2lnO7L5xu7Klcbtv3DJRZp_5_q7fPIzY_Uv8rbgApwcAy45bj8lm5zE47HwqRdku-v_o3wAorZIl</recordid><startdate>202407</startdate><enddate>202407</enddate><creator>SWAMINATHAN, SWARUP S.</creator><creator>MEDEIROS, FELIPE A.</creator><general>Elsevier Inc</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>7X8</scope><orcidid>https://orcid.org/0000-0001-7198-6602</orcidid></search><sort><creationdate>202407</creationdate><title>Socioeconomic Disparities in Glaucoma Severity at Initial Diagnosis: A Nationwide Electronic Health Record Cohort Analysis</title><author>SWAMINATHAN, SWARUP S. ; MEDEIROS, FELIPE A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c353t-47faadf7ae0ea3863e8609019a17749d2159f988580a5f1905bdf46fa01c44a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Cross-Sectional Studies</topic><topic>Electronic Health Records - statistics & numerical data</topic><topic>Female</topic><topic>Glaucoma, Open-Angle - diagnosis</topic><topic>Glaucoma, Open-Angle - epidemiology</topic><topic>Glaucoma, Open-Angle - ethnology</topic><topic>Health Status Disparities</topic><topic>Healthcare Disparities</topic><topic>Humans</topic><topic>Intraocular Pressure - physiology</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Odds Ratio</topic><topic>Retrospective Studies</topic><topic>Severity of Illness Index</topic><topic>Socioeconomic Disparities in Health</topic><topic>Socioeconomic Factors</topic><topic>United States - epidemiology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>SWAMINATHAN, SWARUP S.</creatorcontrib><creatorcontrib>MEDEIROS, FELIPE A.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>American journal of ophthalmology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>SWAMINATHAN, SWARUP S.</au><au>MEDEIROS, FELIPE A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Socioeconomic Disparities in Glaucoma Severity at Initial Diagnosis: A Nationwide Electronic Health Record Cohort Analysis</atitle><jtitle>American journal of ophthalmology</jtitle><addtitle>Am J Ophthalmol</addtitle><date>2024-07</date><risdate>2024</risdate><volume>263</volume><spage>50</spage><epage>60</epage><pages>50-60</pages><issn>0002-9394</issn><issn>1879-1891</issn><eissn>1879-1891</eissn><abstract>To assess disparities in initial disease severity among open-angle glaucoma (OAG) patients.
Cross-sectional study.
In this analysis of Epic Cosmos, an aggregated electronic health record dataset encompassing >213 million patients, OAG patients examined in ophthalmology or optometry clinics between January 1, 2013, and June 1, 2023, were evaluated. OAG severity at presentation was classified as mild, moderate, or severe using International Classification of Disease-10 codes. Demographics, social vulnerability index (SVI) scores, and rural-urban commuting area codes were evaluated as predictors of disease stage using ordinal logistic regression. Odds ratios (ORs) and 95% confidence intervals (CIs) were calculated.
Of 245,669 patients, 38.1% had mild, 32.5% moderate, and 29.3% severe disease at presentation. In multivariable analyses, significant determinants of worse severity included older age (OR: 1.23 per decade, 95% CI: 1.22-1.23), male sex (OR: 1.37, 95% CI: 1.35-1.39), Black race (OR: 1.61, 95% CI: 1.58-1.65), Hispanic ethnicity (OR: 1.15, 95% CI: 1.11-1.18), non-commercial insurance or uninsured status (OR: 2.53, 95% CI: 2.33-2.74), secondary OAGs (eg, pseudoexfoliative glaucoma – OR: 1.65, 95% CI: 1.58-1.72), and higher socioeconomic SVI scores (OR: 1.25 for highest versus lowest quartile, 95% CI: 1.22-1.28). Black and Hispanic patients were diagnosed at younger ages compared to White patients (mean ages: 67.8 ± 12.3 and 68.1 ± 12.8 vs 73.3 ± 11.8 years respectively, P < .001).
Worse OAG at presentation was associated with older age, male sex, Black race, Hispanic ethnicity, non-commercial insurance or uninsured status, secondary OAGs, and greater socioeconomic vulnerability in this nationwide cohort. These findings can help tailor screening programs towards vulnerable populations.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>38395325</pmid><doi>10.1016/j.ajo.2024.02.022</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0001-7198-6602</orcidid></addata></record> |
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subjects | Adult Aged Aged, 80 and over Cross-Sectional Studies Electronic Health Records - statistics & numerical data Female Glaucoma, Open-Angle - diagnosis Glaucoma, Open-Angle - epidemiology Glaucoma, Open-Angle - ethnology Health Status Disparities Healthcare Disparities Humans Intraocular Pressure - physiology Male Middle Aged Odds Ratio Retrospective Studies Severity of Illness Index Socioeconomic Disparities in Health Socioeconomic Factors United States - epidemiology |
title | Socioeconomic Disparities in Glaucoma Severity at Initial Diagnosis: A Nationwide Electronic Health Record Cohort Analysis |
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