RESUMEN
BACKGROUND: Firearm-related injury represents a significant public health problem in the USA. Firearm purchasing has risen nationwide and there has been increased efforts to deploy injury prevention initiatives within gun establishments. However, firearm-related risks and harms that may occur inside these high-exposure settings are not well characterized. METHODS: This secondary analysis leveraged Gun Violence Archive data to quantify firearm injury prevalence rates within different types of gun establishments from 1 January 2015 to 31 December 2022. Data were restricted to incidents that occurred in gun ranges, gun shops, and public and private ranges. The following incident characteristics were available in the individual-level data: date, location, injury count, fatality count, victim demographics (age, sex), shooting intent (suicide/self-inflicted, assault/homicide, unintentional, undetermined) and establishment type. RESULTS: Over 7 years, 445 non-fatal and 183 fatal shooting events occurred across 576 unique establishments. Non-fatal, unintentional injuries predominated in stand-alone firing ranges whereas fatal, self-inflicted injuries concentrated in retail shops with accompanying firing ranges. Firearm-related assaults were prevalent among stand-alone retail shops. CONCLUSION: Overall, this secondary analysis underscores that the prevalence of firearm injury in gun establishments across the USA is low, and these settings should continue to be studied as important contexts for intervention. Interweaving public health interventions into gun establishments presents an opportunity to potentially reduce associated harms to consumers interacting within these environments.
RESUMEN
Firearm injury is a major yet understudied public health issue in the U.S. This qualitative study explored firearm retailers' perspectives to inform messaging and communication approaches to promote firearm safety among the gun owning population. Semi-structured interviews were conducted with 17 retailers at a single gun shop in Texas. Thematic analysis identified key themes related to (1) audience segmentation, (2) appropriate use of language, and (3) trusted messengers and modalities for the communication of firearm safety information. This formative work provides practical insights to optimize public health messaging in this arena and ultimately reduce firearm injuries. Overall, this study provides valuable insights to guide the development and implementation of evidence-based, social marketing efforts aiming to promote firearm safety across various gun-owning audiences.
RESUMEN
The objective of this study was to use natural language processing to query Emergency Medical Services (EMS) electronic health records (EHRs) to identify variables associated with child maltreatment. We hypothesized the variables identified would show an association between the Emergency Medical Services encounter and risk of a children maltreatment report. This study is a retrospective cohort study of children with an EMS encounter from 1/1/11-12/31/18. NLP of EMS EHRs was conducted to generate single words, bigrams and trigrams. Clinically plausible risk factors for child maltreatment were established, where presence of the word(s) indicated presence of the hypothesized risk factor. The EMS encounters were probabilistically linked to child maltreatment reports. Univariable associations were assessed, and a multivariable logistic regression was conducted to determine a final set of predictors. 11 variables showed an association in the multivariable modeling. Sexual, abuse, chronic condition, developmental delay, unconscious on arrival, criminal activity/police, ingestion/inhalation/exposure, and <2 years old showed positive associations with child maltreatment reports. Refusal and DOA/PEA/asystole held negative associations. This study demonstrated that through EMS EHRs, risk factors for child maltreatment can be identified. A future direction of this work include developing a tool that screens EMS EHRs for households at risk for maltreatment.