Loading…
Individual and Combined Effect of Diabetes and Lifetime Criminal Justice Involvement on Healthcare Utilization in US Adults, 2015–2019
Background Diabetes and criminal justice involvement (CJI) are both associated with poor health outcomes and increased healthcare utilization. However, little is known about the additive effects of these risk factors when combined. This study examined the individual and combined effects of diabetes...
Saved in:
Published in: | Journal of general internal medicine : JGIM 2022-05, Vol.37 (7), p.1688-1696 |
---|---|
Main Authors: | , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | |
---|---|
cites | cdi_FETCH-LOGICAL-c425t-86a0b1fd49fb6a5e3a174ca3c72b30c78d2b9f8daa6c514d19496e99f92bfb4e3 |
container_end_page | 1696 |
container_issue | 7 |
container_start_page | 1688 |
container_title | Journal of general internal medicine : JGIM |
container_volume | 37 |
creator | Hawks, Laura C. Walker, Rebekah J. Egede, Leonard E. |
description | Background
Diabetes and criminal justice involvement (CJI) are both associated with poor health outcomes and increased healthcare utilization. However, little is known about the additive effects of these risk factors when combined. This study examined the individual and combined effects of diabetes and CJI on healthcare utilization.
Methods
Data from the National Survey of Drug Use and Health (2015–2019) was used to create a cross-sectional, nationally representative sample of US adults with diabetes, CJI, combination of both, or neither. Negative binomial regression was used to test the association between those with CJI and diabetes (compared to diabetes alone) and three utilization types (outpatient, ED, and inpatient) controlling for relevant sociodemographic and clinical covariates.
Results
Of 212,079 respondents, representing 268,893,642 US adults, 8.8% report having diabetes alone, 15.2% report having CJI alone, and 1.8 % report both diabetes and lifetime CJI. After adjustment, those with diabetes and CJI had increased acute care utilization compared to those with diabetes alone (ED visits: IRR 1.13; 95% CI 1.00–1.28; nights hospitalized: IRR 1.34; 95% CI 1.08–1.67). There was no difference in outpatient utilization between those with both diabetes and CJI compared to those with diabetes alone (IRR 1.04, 95% CI 0.99–1.10).
Conclusion
Individuals with complex social and health risks such as diabetes and lifetime CJI experience increased acute healthcare utilization but no difference in outpatient utilization. Tailored interventions that target both diabetes and CJI are needed to reduce unnecessary utilization in this population. |
doi_str_mv | 10.1007/s11606-021-07218-1 |
format | article |
fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_9130376</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2627132286</sourcerecordid><originalsourceid>FETCH-LOGICAL-c425t-86a0b1fd49fb6a5e3a174ca3c72b30c78d2b9f8daa6c514d19496e99f92bfb4e3</originalsourceid><addsrcrecordid>eNp9kb1uFDEUhS0EIkvgBSiQJRoKBvw343GDFC2BLFqJAra2PPZ14mjGE8aelaBKmZ435Enw7obwU1Bdyfc7x_feg9BTSl5RQuTrRGlDmoowWhHJaFvRe2hBa1ZXVCh5Hy1I24qqlVwcoUcpXRJCOWPtQ3TEa8olU2qBblbRhW1ws-mxiQ4vx6ELERw-9R5sxqPHb4PpIEPa99fBQw4D4OUUhhCL6sOccrCAV3E79lsYIBZVxGdg-nxhzQR4k0MfvpkcynOIePMJn7i5z-klZoTWP66_l6Ieowfe9Ame3NZjtHl3-nl5Vq0_vl8tT9aVFazOVdsY0lHvhPJdY2rghkphDbeSdZxY2TrWKd86YxpbU-GoEqoBpbxine8E8GP05uB7NXcDOFvGnUyvr8o6ZvqqRxP0350YLvT5uNWKcsJlUwxe3BpM45cZUtZDSBb63kQY56RZw-T-zjv0-T_o5ThP5Wg7qmlryRUXhWIHyk5jShP4u2Eo0bug9SFoXYLW-6A1LaJnf65xJ_mVbAH4AUilFc9h-v33f2x_AvahtUo</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2668573934</pqid></control><display><type>article</type><title>Individual and Combined Effect of Diabetes and Lifetime Criminal Justice Involvement on Healthcare Utilization in US Adults, 2015–2019</title><source>Open Access: PubMed Central</source><source>Springer Nature</source><creator>Hawks, Laura C. ; Walker, Rebekah J. ; Egede, Leonard E.</creator><creatorcontrib>Hawks, Laura C. ; Walker, Rebekah J. ; Egede, Leonard E.</creatorcontrib><description>Background
Diabetes and criminal justice involvement (CJI) are both associated with poor health outcomes and increased healthcare utilization. However, little is known about the additive effects of these risk factors when combined. This study examined the individual and combined effects of diabetes and CJI on healthcare utilization.
Methods
Data from the National Survey of Drug Use and Health (2015–2019) was used to create a cross-sectional, nationally representative sample of US adults with diabetes, CJI, combination of both, or neither. Negative binomial regression was used to test the association between those with CJI and diabetes (compared to diabetes alone) and three utilization types (outpatient, ED, and inpatient) controlling for relevant sociodemographic and clinical covariates.
Results
Of 212,079 respondents, representing 268,893,642 US adults, 8.8% report having diabetes alone, 15.2% report having CJI alone, and 1.8 % report both diabetes and lifetime CJI. After adjustment, those with diabetes and CJI had increased acute care utilization compared to those with diabetes alone (ED visits: IRR 1.13; 95% CI 1.00–1.28; nights hospitalized: IRR 1.34; 95% CI 1.08–1.67). There was no difference in outpatient utilization between those with both diabetes and CJI compared to those with diabetes alone (IRR 1.04, 95% CI 0.99–1.10).
Conclusion
Individuals with complex social and health risks such as diabetes and lifetime CJI experience increased acute healthcare utilization but no difference in outpatient utilization. Tailored interventions that target both diabetes and CJI are needed to reduce unnecessary utilization in this population.</description><identifier>ISSN: 0884-8734</identifier><identifier>EISSN: 1525-1497</identifier><identifier>DOI: 10.1007/s11606-021-07218-1</identifier><identifier>PMID: 35137299</identifier><language>eng</language><publisher>Cham: Springer International Publishing</publisher><subject>Adult ; Adults ; Crime ; Criminal Law ; Cross-Sectional Studies ; Diabetes ; Diabetes mellitus ; Diabetes Mellitus - epidemiology ; Diabetes Mellitus - therapy ; Health care ; Health risks ; Health services utilization ; Humans ; Internal Medicine ; Judicial system ; Medicine ; Medicine & Public Health ; Original Research ; Patient Acceptance of Health Care ; Risk analysis ; Risk factors ; Substance-Related Disorders - epidemiology ; Utilization</subject><ispartof>Journal of general internal medicine : JGIM, 2022-05, Vol.37 (7), p.1688-1696</ispartof><rights>Society of General Internal Medicine 2021</rights><rights>2021. Society of General Internal Medicine.</rights><rights>Society of General Internal Medicine 2021.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c425t-86a0b1fd49fb6a5e3a174ca3c72b30c78d2b9f8daa6c514d19496e99f92bfb4e3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9130376/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9130376/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35137299$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Hawks, Laura C.</creatorcontrib><creatorcontrib>Walker, Rebekah J.</creatorcontrib><creatorcontrib>Egede, Leonard E.</creatorcontrib><title>Individual and Combined Effect of Diabetes and Lifetime Criminal Justice Involvement on Healthcare Utilization in US Adults, 2015–2019</title><title>Journal of general internal medicine : JGIM</title><addtitle>J GEN INTERN MED</addtitle><addtitle>J Gen Intern Med</addtitle><description>Background
Diabetes and criminal justice involvement (CJI) are both associated with poor health outcomes and increased healthcare utilization. However, little is known about the additive effects of these risk factors when combined. This study examined the individual and combined effects of diabetes and CJI on healthcare utilization.
Methods
Data from the National Survey of Drug Use and Health (2015–2019) was used to create a cross-sectional, nationally representative sample of US adults with diabetes, CJI, combination of both, or neither. Negative binomial regression was used to test the association between those with CJI and diabetes (compared to diabetes alone) and three utilization types (outpatient, ED, and inpatient) controlling for relevant sociodemographic and clinical covariates.
Results
Of 212,079 respondents, representing 268,893,642 US adults, 8.8% report having diabetes alone, 15.2% report having CJI alone, and 1.8 % report both diabetes and lifetime CJI. After adjustment, those with diabetes and CJI had increased acute care utilization compared to those with diabetes alone (ED visits: IRR 1.13; 95% CI 1.00–1.28; nights hospitalized: IRR 1.34; 95% CI 1.08–1.67). There was no difference in outpatient utilization between those with both diabetes and CJI compared to those with diabetes alone (IRR 1.04, 95% CI 0.99–1.10).
Conclusion
Individuals with complex social and health risks such as diabetes and lifetime CJI experience increased acute healthcare utilization but no difference in outpatient utilization. Tailored interventions that target both diabetes and CJI are needed to reduce unnecessary utilization in this population.</description><subject>Adult</subject><subject>Adults</subject><subject>Crime</subject><subject>Criminal Law</subject><subject>Cross-Sectional Studies</subject><subject>Diabetes</subject><subject>Diabetes mellitus</subject><subject>Diabetes Mellitus - epidemiology</subject><subject>Diabetes Mellitus - therapy</subject><subject>Health care</subject><subject>Health risks</subject><subject>Health services utilization</subject><subject>Humans</subject><subject>Internal Medicine</subject><subject>Judicial system</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Original Research</subject><subject>Patient Acceptance of Health Care</subject><subject>Risk analysis</subject><subject>Risk factors</subject><subject>Substance-Related Disorders - epidemiology</subject><subject>Utilization</subject><issn>0884-8734</issn><issn>1525-1497</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9kb1uFDEUhS0EIkvgBSiQJRoKBvw343GDFC2BLFqJAra2PPZ14mjGE8aelaBKmZ435Enw7obwU1Bdyfc7x_feg9BTSl5RQuTrRGlDmoowWhHJaFvRe2hBa1ZXVCh5Hy1I24qqlVwcoUcpXRJCOWPtQ3TEa8olU2qBblbRhW1ws-mxiQ4vx6ELERw-9R5sxqPHb4PpIEPa99fBQw4D4OUUhhCL6sOccrCAV3E79lsYIBZVxGdg-nxhzQR4k0MfvpkcynOIePMJn7i5z-klZoTWP66_l6Ieowfe9Ame3NZjtHl3-nl5Vq0_vl8tT9aVFazOVdsY0lHvhPJdY2rghkphDbeSdZxY2TrWKd86YxpbU-GoEqoBpbxine8E8GP05uB7NXcDOFvGnUyvr8o6ZvqqRxP0350YLvT5uNWKcsJlUwxe3BpM45cZUtZDSBb63kQY56RZw-T-zjv0-T_o5ThP5Wg7qmlryRUXhWIHyk5jShP4u2Eo0bug9SFoXYLW-6A1LaJnf65xJ_mVbAH4AUilFc9h-v33f2x_AvahtUo</recordid><startdate>20220501</startdate><enddate>20220501</enddate><creator>Hawks, Laura C.</creator><creator>Walker, Rebekah J.</creator><creator>Egede, Leonard E.</creator><general>Springer International Publishing</general><general>Springer Nature B.V</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>7QL</scope><scope>7RV</scope><scope>7U9</scope><scope>7X7</scope><scope>7XB</scope><scope>88C</scope><scope>8AO</scope><scope>8FD</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>H94</scope><scope>K9.</scope><scope>M0S</scope><scope>M0T</scope><scope>M1P</scope><scope>M2O</scope><scope>M7N</scope><scope>MBDVC</scope><scope>NAPCQ</scope><scope>P64</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20220501</creationdate><title>Individual and Combined Effect of Diabetes and Lifetime Criminal Justice Involvement on Healthcare Utilization in US Adults, 2015–2019</title><author>Hawks, Laura C. ; Walker, Rebekah J. ; Egede, Leonard E.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c425t-86a0b1fd49fb6a5e3a174ca3c72b30c78d2b9f8daa6c514d19496e99f92bfb4e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Adult</topic><topic>Adults</topic><topic>Crime</topic><topic>Criminal Law</topic><topic>Cross-Sectional Studies</topic><topic>Diabetes</topic><topic>Diabetes mellitus</topic><topic>Diabetes Mellitus - epidemiology</topic><topic>Diabetes Mellitus - therapy</topic><topic>Health care</topic><topic>Health risks</topic><topic>Health services utilization</topic><topic>Humans</topic><topic>Internal Medicine</topic><topic>Judicial system</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>Original Research</topic><topic>Patient Acceptance of Health Care</topic><topic>Risk analysis</topic><topic>Risk factors</topic><topic>Substance-Related Disorders - epidemiology</topic><topic>Utilization</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hawks, Laura C.</creatorcontrib><creatorcontrib>Walker, Rebekah J.</creatorcontrib><creatorcontrib>Egede, Leonard E.</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>Bacteriology Abstracts (Microbiology B)</collection><collection>ProQuest Nursing and Allied Health Journals</collection><collection>Virology and AIDS Abstracts</collection><collection>Health & Medical Complete (ProQuest Database)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Healthcare Administration Database (Alumni)</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>ProQuest Healthcare Administration Database</collection><collection>PML(ProQuest Medical Library)</collection><collection>ProQuest research library</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Research Library (Corporate)</collection><collection>Nursing & Allied Health Premium</collection><collection>Biotechnology and BioEngineering Abstracts</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>ProQuest Central Basic</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of general internal medicine : JGIM</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hawks, Laura C.</au><au>Walker, Rebekah J.</au><au>Egede, Leonard E.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Individual and Combined Effect of Diabetes and Lifetime Criminal Justice Involvement on Healthcare Utilization in US Adults, 2015–2019</atitle><jtitle>Journal of general internal medicine : JGIM</jtitle><stitle>J GEN INTERN MED</stitle><addtitle>J Gen Intern Med</addtitle><date>2022-05-01</date><risdate>2022</risdate><volume>37</volume><issue>7</issue><spage>1688</spage><epage>1696</epage><pages>1688-1696</pages><issn>0884-8734</issn><eissn>1525-1497</eissn><abstract>Background
Diabetes and criminal justice involvement (CJI) are both associated with poor health outcomes and increased healthcare utilization. However, little is known about the additive effects of these risk factors when combined. This study examined the individual and combined effects of diabetes and CJI on healthcare utilization.
Methods
Data from the National Survey of Drug Use and Health (2015–2019) was used to create a cross-sectional, nationally representative sample of US adults with diabetes, CJI, combination of both, or neither. Negative binomial regression was used to test the association between those with CJI and diabetes (compared to diabetes alone) and three utilization types (outpatient, ED, and inpatient) controlling for relevant sociodemographic and clinical covariates.
Results
Of 212,079 respondents, representing 268,893,642 US adults, 8.8% report having diabetes alone, 15.2% report having CJI alone, and 1.8 % report both diabetes and lifetime CJI. After adjustment, those with diabetes and CJI had increased acute care utilization compared to those with diabetes alone (ED visits: IRR 1.13; 95% CI 1.00–1.28; nights hospitalized: IRR 1.34; 95% CI 1.08–1.67). There was no difference in outpatient utilization between those with both diabetes and CJI compared to those with diabetes alone (IRR 1.04, 95% CI 0.99–1.10).
Conclusion
Individuals with complex social and health risks such as diabetes and lifetime CJI experience increased acute healthcare utilization but no difference in outpatient utilization. Tailored interventions that target both diabetes and CJI are needed to reduce unnecessary utilization in this population.</abstract><cop>Cham</cop><pub>Springer International Publishing</pub><pmid>35137299</pmid><doi>10.1007/s11606-021-07218-1</doi><tpages>9</tpages><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0884-8734 |
ispartof | Journal of general internal medicine : JGIM, 2022-05, Vol.37 (7), p.1688-1696 |
issn | 0884-8734 1525-1497 |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_9130376 |
source | Open Access: PubMed Central; Springer Nature |
subjects | Adult Adults Crime Criminal Law Cross-Sectional Studies Diabetes Diabetes mellitus Diabetes Mellitus - epidemiology Diabetes Mellitus - therapy Health care Health risks Health services utilization Humans Internal Medicine Judicial system Medicine Medicine & Public Health Original Research Patient Acceptance of Health Care Risk analysis Risk factors Substance-Related Disorders - epidemiology Utilization |
title | Individual and Combined Effect of Diabetes and Lifetime Criminal Justice Involvement on Healthcare Utilization in US Adults, 2015–2019 |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-24T15%3A28%3A06IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Individual%20and%20Combined%20Effect%20of%20Diabetes%20and%20Lifetime%20Criminal%20Justice%20Involvement%20on%20Healthcare%20Utilization%20in%20US%20Adults,%202015%E2%80%932019&rft.jtitle=Journal%20of%20general%20internal%20medicine%20:%20JGIM&rft.au=Hawks,%20Laura%20C.&rft.date=2022-05-01&rft.volume=37&rft.issue=7&rft.spage=1688&rft.epage=1696&rft.pages=1688-1696&rft.issn=0884-8734&rft.eissn=1525-1497&rft_id=info:doi/10.1007/s11606-021-07218-1&rft_dat=%3Cproquest_pubme%3E2627132286%3C/proquest_pubme%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c425t-86a0b1fd49fb6a5e3a174ca3c72b30c78d2b9f8daa6c514d19496e99f92bfb4e3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2668573934&rft_id=info:pmid/35137299&rfr_iscdi=true |