Dahm Matthew M, Bertke Stephen, Allee Steve, Daniels Robert D
Division of Surveillance, Hazard Evaluations, and Field Studies, National Institute for Occupational Safety and Health, Cincinnati, Ohio, USA.
SRA International, Cincinnati, Ohio, USA.
Occup Environ Med. 2015 Sep;72(9):670-7. doi: 10.1136/oemed-2014-102790. Epub 2015 Jul 10.
To construct a cohort-specific job-exposure matrix (JEM) using surrogate metrics of exposure for a cancer study on career firefighters from the Chicago, Philadelphia and San Francisco Fire Departments.
Departmental work history records, along with data on historical annual fire-runs and hours, were collected from 1950 to 2009 and coded into separate databases. These data were used to create a JEM based on standardised job titles and fire apparatus assignments using several surrogate exposure metrics to estimate firefighters' exposure to the combustion byproducts of fire. The metrics included duration of exposure (cumulative time with a standardised exposed job title and assignment), fire-runs (cumulative events of potential fire exposure) and time at fire (cumulative hours of potential fire exposure).
The JEM consisted of 2298 unique job titles alongside 16,174 fire apparatus assignments from the three departments, which were collapsed into 15 standardised job titles and 15 standardised job assignments. Correlations were found between fire-runs and time at fires (Pearson coefficient=0.92), duration of exposure and time at fires (Pearson coefficient=0.85), and duration of exposure and fire-runs (Pearson coefficient=0.82). Total misclassification rates were found to be between 16-30% when using duration of employment as an exposure surrogate, which has been traditionally used in most epidemiological studies, compared with using the duration of exposure surrogate metric.
The constructed JEM successfully differentiated firefighters based on gradient levels of potential exposure to the combustion byproducts of fire using multiple surrogate exposure metrics.
利用暴露替代指标构建特定队列的工作暴露矩阵(JEM),用于对来自芝加哥、费城和旧金山消防部门的职业消防员进行癌症研究。
收集了1950年至2009年的部门工作历史记录以及历年火灾扑救次数和时长数据,并编码到单独的数据库中。这些数据用于基于标准化的职位头衔和消防设备分配创建JEM,使用多个替代暴露指标来估计消防员接触火灾燃烧副产品的情况。这些指标包括暴露时长(具有标准化暴露职位头衔和任务的累计时间)、火灾扑救次数(潜在火灾暴露的累计事件)和在火灾现场的时间(潜在火灾暴露的累计小时数)。
JEM由来自三个部门的2298个独特职位头衔以及16174次消防设备分配组成,这些被归纳为15个标准化职位头衔和15个标准化任务分配。发现火灾扑救次数与在火灾现场的时间之间存在相关性(皮尔逊系数=0.92),暴露时长与在火灾现场的时间之间存在相关性(皮尔逊系数=0.85),暴露时长与火灾扑救次数之间存在相关性(皮尔逊系数=0.82)。当使用就业时长作为暴露替代指标时,总错误分类率在16%至30%之间,而在大多数流行病学研究中传统上使用就业时长,相比之下,使用暴露时长替代指标时情况有所不同。
构建的JEM使用多个替代暴露指标,成功地根据消防员接触火灾燃烧副产品的潜在暴露梯度水平进行了区分。