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Accepted for/Published in: JMIR Public Health and Surveillance

Date Submitted: Oct 15, 2022
Date Accepted: Mar 20, 2024

The final, peer-reviewed published version of this preprint can be found here:

Functional Impairment in Individuals Exposed to Violence Based on Electronical Forensic Medical Record Mining and Their Profile Identification: Controlled Observational Study

Lerner I, Chariot P, Lefèvre T

Functional Impairment in Individuals Exposed to Violence Based on Electronical Forensic Medical Record Mining and Their Profile Identification: Controlled Observational Study

JMIR Public Health Surveill 2024;10:e43563

DOI: 10.2196/43563

PMID: 39331422

PMCID: 11470214

Functional impairment in assault survivors based on electronical forensic medical record mining and the identification of victim profiles: a controlled observational study.

  • Ivan Lerner; 
  • Patrick Chariot; 
  • Thomas Lefèvre

ABSTRACT

Background:

Most researches considering relationships between violence and health focus on associations between a type of violence and a specific medical diagnosis. Little is known about the functional consequences of violence, directly assessed as a primary outcome. Yet, WHO acknowledged the importance of considering a functional approach of health (2001) when releasing the International classification of functioning, disabilty and health (ICF). The evaluation of victims’ functional impairment relies both on objective, subjective and contextual elements, as when they report symptoms of fear, pain or the circumstances of the assault. Using scales to quantify these subjective elements should facilitate their interpretation in a judicial context.

Objective:

To 1) elaborate a typology of violence based on medical observations reported and available through electronical medical records (EHRs) and 2) based on this typology, to characterize and 3) assess 6 scales measuring subjective elements of functional impairment among victims of violence.

Methods:

We conducted a retrospective, monocentric study included assaults’ survivors examined in a French department of forensic medicine over 12 months. Typology was built based on the mining of EHRs and the use of pattern recognitions algorithms. The optimal number of types of violence was searched requiring a approach based on robustness and stability of clusters, using a sample/re-sample and multi-metric scheme. We then paired patients based on their belonging to the same homogeneous profile and evaluated the intra-rater and inter-rater reproducibility of the scales.

Results:

We found five remarkably stable profiles of situations of violence, consistent with clinical practice. All pain, fear and life-threat scales were significantly associated with higher functional impairment, suggesting that their measure contributes to the global assessment of functional impairment. Intra and inter reproducibility of scales among the same situations of violence profiles were measured from mild to good (coefficient of concordance 0.46 to 0.66 and 0.43 to 0.66, respectively). Victims reporting intimate partner violence showed higher scores in fear and perception of a life threat both during assault and medical interview while victims reporting battery by multiple, unknown assailants presented higher scores only in perception of a life threat during assault.

Conclusions:

We could elaborate a well defined 5-profile typology of violence as encountered in medical practice, based on observations and robust EHRs mining techniques. These profiles provide a more comprehensive characterization of real-life situations of violence, which means they could be use as a typology for further research on violence rather than only focussing on a specific type of violence. Pain, fear and life-threat scales were related to functional impairment in accordance with expert knowledge, and showed in real life conditions a fair reproducibility for similar situations of violence. Subjective elements related to functional impairment in assault survivors can be quantified using Likert scales during medical interviews.


 Citation

Please cite as:

Lerner I, Chariot P, Lefèvre T

Functional Impairment in Individuals Exposed to Violence Based on Electronical Forensic Medical Record Mining and Their Profile Identification: Controlled Observational Study

JMIR Public Health Surveill 2024;10:e43563

DOI: 10.2196/43563

PMID: 39331422

PMCID: 11470214

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