Decision rule approach applied to estimate occupational lead exposure in a case-control study of kidney cancer
- PMID: 30291640
- PMCID: PMC6849374
- DOI: 10.1002/ajim.22912
Decision rule approach applied to estimate occupational lead exposure in a case-control study of kidney cancer
Abstract
Background: We developed a systematic, data-driven approach to estimate metrics of occupational exposure to lead to aid in epidemiologic analyses in a case-control study of kidney cancer.
Methods: Probability of exposure to ten lead sources was assigned using decision rules developed from an extensive literature review and expert judgement. For jobs with >50% probability of exposure, we assigned source-specific frequency based on subjects' self-reported task frequencies or means of subjects' job-groups and source-specific intensity estimates of blood lead (μg/dL).
Results: In our study, 18.7% of employed person-years were associated with high (≥80%) probability of exposure to any lead source. The most common medium (>50%) or high probability source of lead exposure was leaded gasoline (2.5% and 11.5% of employed person-years, respectively). The median blood lead attributed to occupational exposure was 3.1 μg/dL.
Conclusions: These rules can aid in future studies after population-specific adaption for geographic differences and different exposure scenarios.
Keywords: decision-rules; exposure assessment; lead; occupational exposure; population-based studies.
Published 2018. This article is a U.S. Government work and is in the public domain in the USA.
Conflict of interest statement
DISCLOSURE (AUTHORS)
P. S. is employed by Stewart Exposure Assessments, LLC (Arlington, VA, USA); the remaining authors declare they have no actual or potential competing financial interests.
DISCLOSURE BY AJIM EDITOR OF RECORD
Rodney Ehrlich declares that he has no conflict of interest in the review and publication decision regarding this article.
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References
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- Stewart PA, Stewart WF, Heineman EF, et al. A novel approach to data collection in a case-control study of cancer and occupational exposures. Int J Epidemiol 1996;25:744–752. - PubMed
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