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Published on: April 6, 2020
Work-related ladder fall fractures: identification and diagnosis validation using narrative text
Gordon S Smith1, Robert A Timmons, David A Lombardi
1Liberty Mutual Research Institute for Safety, 71 Frankland Rd., Hopkinton, MA 01748, USA. Gordon.Smith@LibertyMutual.com
Accident; Analysis and Prevention
|June 6, 2006
Summary
Ladder fall fractures are more costly and disabling than other ladder injuries. Identifying fracture causes through text analysis can improve safety interventions for construction workers.
Area of Science:
- Occupational Health
- Injury Epidemiology
- Workplace Safety
Background:
- Ladder-related injuries pose a significant risk in the workplace.
- Understanding the specific characteristics of fractures from ladder falls is crucial for targeted prevention.
Purpose of the Study:
- To identify ladder-related fracture injuries.
- To compare fracture injuries from ladder falls with other ladder-related injuries.
Main Methods:
- Analysis of workers' compensation claims, including narrative text and coded data.
- Identification of fracture cases using text searches and verification with claim records.
- Comparison of injury characteristics using proportionate injury ratios.
Main Results:
- Fractures accounted for 7% of 9826 ladder-related injuries.
- Falls caused 89% of fractures, leading to higher medical costs and disability days.
- Ladder instability and lost footing were frequent causes; text analysis identified 17% more fractures.
Conclusions:
- Ladder fall fractures have more severe consequences than other ladder injuries.
- Text analysis enhances workers' compensation data for injury cause identification.
- Further attention to ladder fall risk factors is necessary for effective interventions.
