Engaging Stakeholders With Professional or Lived Experience to Improve Firearm Violence Lexicon Development
Framing the public health burden of firearm violence should include people with secondary exposure to firearm violence beyond acute bodily injury, yet such data are limited. Electronic health record clinical notes, when leveraged through natural language processing (NLP), are a potential source of data on firearm exposure. As part of NLP lexicon development, diverse stakeholders were engaged to identify keywords, and our findings demonstrated that engaging diverse stakeholders adds valuable input to NLP development.
Authors
- Marion R. Sills (ORCID: https://orcid.org/0000-0003-1322-0822)
- Frances M. Biel (ORCID: https://orcid.org/0000-0002-9857-8729)
- Natalie A. Cartwright (ORCID: https://orcid.org/0000-0001-8475-6726)
- Ali Al Bataineh (ORCID: https://orcid.org/0000-0001-9530-7950)
- Nicole Cook (ORCID: https://orcid.org/0000-0003-3863-7587)
- Anna Templeton (ORCID: https://orcid.org/0000-0001-7994-5952)
- Pedro Rivera (ORCID: https://orcid.org/0000-0002-9580-3441)
- Kerry Ann Bet
Institutions
- Ochin (US)
- Norwich University Applied Research Institute (US)
Publication Details
- Journal
- JMIR Formative Research
- Published
- 2025-03-19
- DOI
- https://doi.org/10.2196/68105
- Citations
- 1
- Primary Topic
- Gun Ownership and Violence Research
- Type
- article
- Field-Weighted Citation Impact
- 2.17