ArticleInjury prevention : journal of the International Society for Child and Adolescent Injury Prevention2018
The benefits of data linkage for firefighter injury surveillance.
Article in Injury prevention : journal of the International Society for Child and Adolescent Injury Prevention, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.
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Who cites it
8 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Biopsychosocial and physical factors associated with firefighter musculoskeletal disorders: a systematic review.Journal of occupational health · 2025Pooled it
- Firefighter Occupational Health and Safety Data Privacy: An Analysis of Statutory, Regulatory, and Contractual Governance Mechanisms.New solutions : a journal of environmental and occupational health policy : NS · 2026Article
- Ethical Handling of Occupational Health and Safety Data in the Fire Service: Empirical Interview and Focus Group Study of Firefighter and Fire Service Leadership Privacy Preferences.Journal of medical Internet research · 2026Article
- The value of occupational health and safety data: Perceptions of current data practices in the fire service.Journal of safety research · 2025Article
- An updated analysis of safety climate and downstream outcomes in two convenience samples of U.S. fire departments (FOCUS 1.0 and 2.0 survey waves).Injury epidemiology · 2024Article
- Article
- Posture Evaluation of Firefighters During Simulated Fire Suppression Tasks.Workplace health & safety · 2023Article
- Nonfatal Injuries to Firefighters Treated in U.S. Emergency Departments, 2003-2014.American journal of preventive medicine · 2018Article
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundWhile survey data are available for national estimates of fire events and firefighter fatalities, data on firefighter injury at the national and local levels remain incomplete and unreliable. Data linkage provides a vehicle to maximise case detection and deepen injury description for the US fire service.
methodsBy linking departmental Human Resources records, despatch data, workers' compensation and first reports of injury, researchers were able to describe reported non-fatal injuries to 3063 uniformed members of the Philadelphia Fire Department (PFD), for the period of 2005 through 2013.
resultsAmong all four databases, the overall linkage rate was 56%. Among three of the four databases, the linkage rate was 88%. Because there was duplication of some variables among the datasets, we were able to deeply describe all the linked injuries in the master database. 45.5% of uniformed PFD members reported at least one injury during the study period. Strains, falls, burns and struck-by injuries were the most common causes. Burns resulted in the highest lost time claim payout, and strains accounted for the highest medical claim cost. More than 70% of injuries occurred in the first 15 years of experience. DISCUSSION: Data linkage provided three new benefits: (1) creation of a new variable-years of experience, (2) reduction of misclassification bias when determining cause of injury, leading to more accurate estimates of cost and (3) visualisation of injury rates when controlling for the number of fire department responses, allowing for the generation of hypotheses to investigate injury hot spots.
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