Evidence map›Paper›PMID 40524050›Full record

ArticleHealth & justice2025

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.

Amber Simpler, Adam Natoli, Yash Patade, William Jett

Abstract read
In one paragraph

Article in Health & justice, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Amber SimplerNaphCare Charitable Foundation, Inc., Birmingham, AL, United States. amber.simpler@naphcare.com.
Adam NatoliNatoli Services LLC, Huntsville, TX, United States.
Yash PatadeNaphCare Charitable Foundation, Inc., Birmingham, AL, United States.
William JettNaphCare Charitable Foundation, Inc., Birmingham, AL, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundRecognizing 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.

resultsThe 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.

conclusionsBy 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.

Indexed as

Correctional HealthcareCorrectional Mental HealthJailLength of StayREACH database

Identifiers

PMID40524050
PMCPMC12172349

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.