Amber Simpler, Adam Natoli, Yash Patade, William Jett
{"title":"从全国监狱人口中常规收集的电子健康记录数据的方法和观察：介绍矫正医疗（REACH）数据库中的电子档案注册。","authors":"Amber Simpler, Adam Natoli, Yash Patade, William Jett","doi":"10.1186/s40352-025-00345-5","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Recognizing the disparate health status of correctional populations compared to the general population, national agencies have called for research to better understand disease epidemiology and healthcare needs of individuals in jails. This paper introduces the Registry of Electronic Archives in Correctional Healthcare (REACH) database - a largescale, multivariable living database derived from electronic healthcare records (EHR) of individuals discharged from jails across the nation beginning in 2013. We describe methods used to secure data, detail current database contents, and offer an initial presentation of sample demography. To demonstrate REACH's utility, an investigation of factors contributing to length of stay (LOS), including demography, health status, and jail characteristics, was conducted.</p><p><strong>Results: </strong>The current REACH sample (N = 1,251,837) is primarily comprised of males (72.0%) identified racially as White (55.3%) in their mid-30's. While detained, approximately 20% and 17% of individuals were prescribed treatment for chronic medical and/or mental health conditions, respectively. Multilevel modeling was used to examine if sex, race, health condition, and/or jail location or size predicted LOS.</p><p><strong>Conclusions: </strong>By accessing EHR data, we can expand our understanding of assessment and treatment of specific healthcare conditions in jail populations and address complicated questions about health status of detainees. Data analysis using the REACH database suggests LOS is influenced slightly by jail characteristics and more substantively by detainee demography and medical/mental health conditions. We propose the REACH database's potential for answering important questions about health status and healthcare services for jail populations, including questions about epidemiology and correctional healthcare.</p>","PeriodicalId":37843,"journal":{"name":"Health and Justice","volume":"13 1","pages":"39"},"PeriodicalIF":3.0000,"publicationDate":"2025-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12172349/pdf/","citationCount":"0","resultStr":"{\"title\":\"Methods and Observations from Routinely Collected Electronic Health Record Data in a Nationwide Jail Population: Introducing the Registry of Electronic Archives in Correctional Healthcare (REACH) Database.\",\"authors\":\"Amber Simpler, Adam Natoli, Yash Patade, William Jett\",\"doi\":\"10.1186/s40352-025-00345-5\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Recognizing the disparate health status of correctional populations compared to the general population, national agencies have called for research to better understand disease epidemiology and healthcare needs of individuals in jails. This paper introduces the Registry of Electronic Archives in Correctional Healthcare (REACH) database - a largescale, multivariable living database derived from electronic healthcare records (EHR) of individuals discharged from jails across the nation beginning in 2013. We describe methods used to secure data, detail current database contents, and offer an initial presentation of sample demography. To demonstrate REACH's utility, an investigation of factors contributing to length of stay (LOS), including demography, health status, and jail characteristics, was conducted.</p><p><strong>Results: </strong>The current REACH sample (N = 1,251,837) is primarily comprised of males (72.0%) identified racially as White (55.3%) in their mid-30's. While detained, approximately 20% and 17% of individuals were prescribed treatment for chronic medical and/or mental health conditions, respectively. Multilevel modeling was used to examine if sex, race, health condition, and/or jail location or size predicted LOS.</p><p><strong>Conclusions: </strong>By accessing EHR data, we can expand our understanding of assessment and treatment of specific healthcare conditions in jail populations and address complicated questions about health status of detainees. Data analysis using the REACH database suggests LOS is influenced slightly by jail characteristics and more substantively by detainee demography and medical/mental health conditions. We propose the REACH database's potential for answering important questions about health status and healthcare services for jail populations, including questions about epidemiology and correctional healthcare.</p>\",\"PeriodicalId\":37843,\"journal\":{\"name\":\"Health and Justice\",\"volume\":\"13 1\",\"pages\":\"39\"},\"PeriodicalIF\":3.0000,\"publicationDate\":\"2025-06-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12172349/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Health and Justice\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1186/s40352-025-00345-5\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CRIMINOLOGY & PENOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Health and Justice","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1186/s40352-025-00345-5","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CRIMINOLOGY & PENOLOGY","Score":null,"Total":0}
Methods and Observations from Routinely Collected Electronic Health Record Data in a Nationwide Jail Population: Introducing the Registry of Electronic Archives in Correctional Healthcare (REACH) Database.
Background: Recognizing the disparate health status of correctional populations compared to the general population, national agencies have called for research to better understand disease epidemiology and healthcare needs of individuals in jails. This paper introduces the Registry of Electronic Archives in Correctional Healthcare (REACH) database - a largescale, multivariable living database derived from electronic healthcare records (EHR) of individuals discharged from jails across the nation beginning in 2013. We describe methods used to secure data, detail current database contents, and offer an initial presentation of sample demography. To demonstrate REACH's utility, an investigation of factors contributing to length of stay (LOS), including demography, health status, and jail characteristics, was conducted.
Results: The current REACH sample (N = 1,251,837) is primarily comprised of males (72.0%) identified racially as White (55.3%) in their mid-30's. While detained, approximately 20% and 17% of individuals were prescribed treatment for chronic medical and/or mental health conditions, respectively. Multilevel modeling was used to examine if sex, race, health condition, and/or jail location or size predicted LOS.
Conclusions: By accessing EHR data, we can expand our understanding of assessment and treatment of specific healthcare conditions in jail populations and address complicated questions about health status of detainees. Data analysis using the REACH database suggests LOS is influenced slightly by jail characteristics and more substantively by detainee demography and medical/mental health conditions. We propose the REACH database's potential for answering important questions about health status and healthcare services for jail populations, including questions about epidemiology and correctional healthcare.
期刊介绍：
Health & Justice is open to submissions from public health, criminology and criminal justice, medical science, psychology and clinical sciences, sociology, neuroscience, biology, anthropology and the social sciences, and covers a broad array of research types. It publishes original research, research notes (promising issues that are smaller in scope), commentaries, and translational notes (possible ways of introducing innovations in the justice system). Health & Justice aims to: Present original experimental research on the area of health and well-being of people involved in the adult or juvenile justice system, including people who work in the system; Present meta-analysis or systematic reviews in the area of health and justice for those involved in the justice system; Provide an arena to present new and upcoming scientific issues; Present translational science—the movement of scientific findings into practice including programs, procedures, or strategies; Present implementation science findings to advance the uptake and use of evidence-based practices; and, Present protocols and clinical practice guidelines. As an open access journal, Health & Justice aims for a broad reach, including researchers across many disciplines as well as justice practitioners (e.g. judges, prosecutors, defenders, probation officers, treatment providers, mental health and medical personnel working with justice-involved individuals, etc.). The sections of the journal devoted to translational and implementation sciences are primarily geared to practitioners and justice actors with special attention to the techniques used.
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