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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...

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Published in:Journal of general internal medicine : JGIM 2022-05, Vol.37 (7), p.1688-1696
Main Authors: Hawks, Laura C., Walker, Rebekah J., Egede, Leonard E.
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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.
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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 &amp; 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. 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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. 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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>
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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
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