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Social and Behavioral Sciences Commons

Open Access. Powered by Scholars. Published by Universities.®

Florida Institute of Technology

2020

Machine learning

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Full-Text Articles in Social and Behavioral Sciences

Determinants Of Safety Outcomes In Organizations: Exploring O*Net Data To Predict Occupational Accident Rates, Lavanya Shravan Kumar May 2020

Determinants Of Safety Outcomes In Organizations: Exploring O*Net Data To Predict Occupational Accident Rates, Lavanya Shravan Kumar

Theses and Dissertations

Workplace safety is of utmost importance given the regular occurrence of both fatal and nonfatal occupational injuries all around the world. Although research in this area is hugely prevalent, it is focused mainly on safety climate and lacks an integrated approach when examining predictors of safety outcomes. The development of an occupational risk factor that predicts safety outcomes will aid in understanding the relative importance of different factors that contribute to safety and help organizations target their safety programs and interventions efficiently. The present study is an exploratory analysis utilizing publicly available O*NET data (work activities, work context features, and …