Evidence map›Paper›PMID 37841726›Full record

ArticleFrontiers in public health2023

Victims of human trafficking and exploitation in the healthcare system: a retrospective study using a large multi-state dataset and ICD-10 codes.

Alexander Gutfraind, Kezban Yagci Sokat, Guido Muscioni, Sami Alahmadi, Jonathan Hudlow, Ronald Hershow, Beau Norgeot

Open access · goldAbstract read
In one paragraph

Article in Frontiers in public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
4.6field-weighted citation impact, top 5% of its field
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

0 citing papers in PubMed, 8 citations in OpenAlex.

No citing paper in PubMed yet.

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

7 authors at 4 institutions in 1 country.

Alexander GutfraindCarelon Inc., Indianapolis, IN, United States.
Kezban Yagci SokatMarketing and Business Analytics, San Jose State University, San Jose, CA, United States.
Guido MuscioniCarelon Inc., Indianapolis, IN, United States.
Sami AlahmadiGeorgetown University, Washington, DC, United States.
Jonathan HudlowLove Justice International, Lincoln, NE, United States.
Ronald HershowDivision of Epidemiology and Biostatistics, University of Illinois School of Public Health, Chicago, IL, United States.
Beau NorgeotCarelon Inc., Indianapolis, IN, United States.
Illinois Department of Public Health · USGeorgetown University · USInternational Center for Transitional Justice · USSan Jose State University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Trafficking and exploitation for sex or labor affects millions of persons worldwide. To improve healthcare for these patients, in late 2018 new ICD-10 medical diagnosis codes were implemented in the US. These 13 codes include diagnosis of adult and child sexual exploitation, adult and child labor exploitation, and history of exploitation. Here we report on a database search of a large US health insurer that contained approximately 47.1 million patients and 0.9 million provider organizations, not limited to large medical systems. We reported on any diagnosis with the new codes between 2018-09-01 and 2022-09-01. The dataset was found to contain 5,262 instances of the ICD-10 codes. Regression analysis of the codes found a 5.8% increase in the uptake of these codes per year, representing a decline relative to 6.7% annual increase in the data. The codes were used by 1,810 different providers (0.19% of total) for 2,793 patients. Of the patients, 1,248 were recently trafficked, while the remainder had a personal history of exploitation. Of the recent cases, 86% experienced sexual exploitation, 14% labor exploitation and 0.8% both types. These patients were predominantly female (83%) with a median age of 20 (interquartile range: 15-35). The patients were characterized by persistently high prevalence of mental health conditions (including anxiety: 21%, post-traumatic stress disorder: 20%, major depression: 18%), sexually-transmitted infections, and high utilization of the emergency department (ED). The patients' first report of trafficking occurred most often outside of a hospital or emergency setting (55%), primarily during office and psychiatric visits.

Indexed as

Human TraffickingAdolescentAdultAnxietyDelivery of Health CareFemaleHumansInternational Classification of DiseasesMaleRetrospective StudiesYoung Adulthuman traffickingICD-10insurance claimslabor exploitationprimary caresexual exploitation

Identifiers

PMID37841726
PMCPMC10568010
OpenAlexW4387140611

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.