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8287119 Impact of coded crosswalk methodologies on lung cancer risk estimates in Ontario, Canada workers exposed to diesel engine exhaust

oemed · 2025-10-06 · canonical JSON source

4 visible annotations · policy: published · automated confidence ≥ 75.00%

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Objective Standardized occupation and industry classification systems of a job-exposure matrix (JEM) and study population may not match; crosswalks may be required for translating codes. Challenges in crosswalking between systems exist when there are multiple matches to a single occupation/industry code. Using crosswalks for exposure assessment and impacts on disease risk estimation are rarely discussed in the literature. This study investigates the effect of three crosswalk methods of the Diesel Exhaust in Canada Job-Exposure Matrix (DEC-JEM) on lung cancer risk in the Occupational Disease Surveillance System (ODSS).Methods Ontario workers in the ODSS (~2.2 million identified through workers’ compensation claims (1983-2020)) were followed for cancer diagnoses through linkage with the Ontario Cancer Registry. Three methods were used to crosswalk DEC-JEM to the codes in the ODSS: (1) unexposed matches excluded, average of one-to-multiple matches, (2) unexposed matches included, average of one-to-multiple matches, (3) unexposed matched included, weighted average of one-to-multiple matches. Cox-proportional hazards models of lung cancer were run with DEC-JEM to estimate hazard ratios and 95% confidence intervals, adjusted for age, birth year, and sex. Analyses were run at four exposure thresholds: 5%, 25%, 50%, 75%.Results DEC-JEM2 and DEC-JEM3 had similar case counts and exposure distributions for each exposure level and threshold (16-92% lower than DEC-JEM1, 25% exposure threshold). Increased lung cancer risk was observed using all methods (25% threshold). Differences in risk between methods were most noticeable for high exposed workers (HR range=1.12-1.73); little difference was observed amongst the low (HR range=1.28-1.35) and very high exposure (HR range=1.53-1.55) groups. DEC-JEM3 had the highest dose-response slope. Female workers had significant increased risk (all methods).Conclusion Crosswalk decisions can change a JEM’s exposure distribution, determine case exposure status, and influence the slope of disease risk results. This study’s crosswalk methods provide opportunities to save resources while improving exposure assessment.