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Updated: Sep 2, 2025

Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
Published on: July 27, 2018
Collecting occupation and hazards information in primary care using O*NET
Arlinda Ruco1,2,3, Andrew D Pinto1,4,5,6,7,8, Rosane Nisenbaum6,8
1Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.
Objective:
The objective of this study was to determine the feasibility of collecting occupation and occupational hazard data in a primary care setting, using the Occupational Information Network (O*NET) database to assist with classification.
Methods:
We collected data from 204 employed adult primary care patients in Toronto, Canada, on their occupation and exposure to occupational hazards, and mapped their job titles to the O*NET database. We compared their self-reported occupational hazard exposures with the likelihood of exposure on O*NET.
Results:
Exposure to repetitive arm movement was reported by 78%, to vapors/gas/dust/fumes by 30%, to noise by 30%, and to heavy loads by 31%. Significant differences in exposure to vapors/gas/dust/fumes were associated with work precarity. We matched the majority of job titles (89%) to O*NET categories.
Conclusions:
Collecting employment information in primary care setting was feasible, with the majority of job titles mapping onto O*NET classifications.
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