Evidence map›Paper›PMID 41262429›Full record

ArticleJB & JS open access

Missed Opportunities in Orthopaedics for Intimate Partner Violence Identification: A Retrospective Review Over 24 years.

Ophelie Lavoie-Gagne, Kelsey Brown, Alexander Kwon, Nishant Suneja, Michael J Weaver, George S Dyer, Mitchel B Harris, Bharti Khurana

Abstract read
In one paragraph

Article in JB & JS open access. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Ophelie Lavoie-GagneTrauma Imaging Research and Innovation Center, Brigham and Women's Hospital, Boston, Massachusetts.ORCID https://orcid.org/0000-0002-1197-747X
Kelsey BrownDepartment of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.ORCID https://orcid.org/0000-0002-2811-6326
Alexander KwonTrauma Imaging Research and Innovation Center, Brigham and Women's Hospital, Boston, Massachusetts.ORCID https://orcid.org/0000-0001-5568-9755
Nishant SunejaDepartment of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.ORCID https://orcid.org/0000-0003-1608-159X
Michael J WeaverDepartment of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.ORCID https://orcid.org/0000-0003-1062-8144
George S DyerDepartment of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.ORCID https://orcid.org/0000-0003-2734-9213
Mitchel B HarrisDepartment of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.ORCID https://orcid.org/0000-0001-7003-6138
Bharti KhuranaTrauma Imaging Research and Innovation Center, Brigham and Women's Hospital, Boston, Massachusetts.ORCID https://orcid.org/0000-0002-7159-3435

Funding

Making the invisible visible: An automated clinical decision support tool for Intimate Partner Violence Risk and Severity Prediction (AIRS)R01EB032384 · NIBIB · BRIGHAM AND WOMEN'S HOSPITAL · PI Bharti Khurana · 2022 to 2026
$3.4M
NIBIB NIH HHS R01 EB032384
6 · The paper itself

Abstract

Background: Intimate partner violence (IPV) commonly manifests as a musculoskeletal injury, yet the majority of orthopaedic surgeons estimate IPV to be rare in "their" orthopaedic patients. This work aimed to (1) provide education on the prevalence and manifestations of IPV, (2) investigate departmental referral patterns to Domestic Abuse Intervention Programs (DAIP) at 2 high-volume quaternary-academic centers, and (3) characterize IPV cases identified by orthopaedic surgery providers. Methods: The DAIP registry from 2000 to 2024 was queried for patients reporting IPV. Referrals were categorized by department and provider type. The electronic health record of patients referred by orthopaedics was further investigated for case characteristics. Findings were summarized as count/percentages and referral rates compared via the 2-proportion z-test with alpha set at 0.05. Results: A total of 11,227 patients were referred to DAIPs. The most common referrals were from the emergency department (ED) (29.3%; n = 2,393), behavioral health (18.2%; n = 2039), and obstetrics/gynecology (8.4%; n = 939), while only 0.3% (n = 30) patients were referred by orthopaedic surgery providers (p < 0.001). Patients referred by orthopaedics were commonly female (83.3%; n = 25) and identified during an inpatient encounter (76.7%; n = 23). Half (53.3%; n = 16) presented with an injury sustained from abuse, while the remaining patients presented for scheduled care. Injuries included high-energy injuries such as subtrochanteric, open tibia, bicondylar tibial plateau, and nongeriatric elbow fractures. Orthopaedic referrals to DAIPs relied on social workers (93.3%; n = 28). In the inpatient/ED setting, patients initially disclosed to bedside nurses (56.0%; n = 14), residents (20.0%; n = 5), and advanced practice providers (16.0%; n = 4), while patients disclosed to attendings (60%; n = 3) and fellows (40%; n = 2) in the outpatient setting. The majority (76.7%; n = 23) of patients reporting IPV-only interacted with orthopaedic providers in the 6 months preceding IPV disclosure. IPV identification led to patient safety coordination (16.7%; n = 5), alternative care plans (23.3%; n = 7), and resource assistance applications (23.3%; n = 7). Patients referred to DAIPs remained engaged in services a median 6.8 years after referral. Conclusions: Orthopaedic surgery referrals to DAIPs are significantly lower than other specialties, highlighting missed opportunities for intervention in both inpatient and outpatient contexts. Enhancing IPV awareness and screening in orthopaedics could improve patient safety and long-term support. Integration of artificial intelligence has the potential to facilitate efficient targeted screening within existing practice models. Level of Evidence: Level III (retrospective cohort). See Instructions for Authors for a complete description of levels of evidence.

Identifiers

PMID41262429
PMCPMC12622684

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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.