Development of and Selected Performance Characteristics of CANJEM, a General Population Job-Exposure Matrix Based on Past Expert Assessments of Exposure

Objectives We developed a job-exposure matrix called CANJEM using data generated in population-based case-control studies of cancer. This article describes some of the decisions in developing CANJEM, and some of its performance characteristics. Methods CANJEM is built from exposure information from 31673 jobs held by study subjects included in our past case-control studies. For each job, experts had evaluated the intensity, frequency, and likelihood of exposure to a predefined list of agents based on jobs histories and descriptions of tasks and workplaces. The creation of CANJEM involved a host of decisions regarding the structure of CANJEM, and operational decisions regarding which parameters to present. The goal was to produce an instrument that would provide great flexibility to the user. In addition to describing these decisions, we conducted analyses to assess how well CANJEM covered the range of occupations found in Canada. Results Even at quite a high level of resolution of the occupation classifications and time periods, over 90% of the recent Canadian working population would be covered by CANJEM. Prevalence of exposure of specific agents in specific occupations ranges from 0% to nearly 100%, thereby providing the user with basic information to discriminate exposed from unexposed workers. Furthermore, among exposed workers there is information that can be used to discriminate those with high exposure from those with low exposure. Conclusions CANJEM provides good coverage of the Canadian working population and possibly that of several other countries. Available in several occupation classification systems and including 258 agents, CANJEM can be used to support exposure assessment efforts in epidemiology and prevention of occupational diseases.

[1]  J Siemiatycki,et al.  Discovering carcinogens in the occupational environment. Methods of data collection and analysis of a large case-referent monitoring system. , 1987, Scandinavian journal of work, environment & health.

[2]  Martie Van Tongeren,et al.  Comparison of exposure estimates in the Finnish job-exposure matrix FINJEM with a JEM derived from expert assessments performed in Montreal , 2012, Occupational and Environmental Medicine.

[3]  J. Siemiatycki,et al.  INTEROCC case–control study: lack of association between glioma tumors and occupational exposure to selected combustion products, dusts and other chemical agents , 2013, BMC Public Health.

[4]  J. Siemiatycki,et al.  Occupational Exposure to Silica and Lung Cancer: Pooled Analysis of Two Case-Control Studies in Montreal, Canada , 2010, Cancer Epidemiology, Biomarkers and Prevention.

[5]  P. Demers,et al.  CAREX Canada: an enhanced model for assessing occupational carcinogen exposure , 2014, Occupational and Environmental Medicine.

[6]  J Siemiatycki,et al.  Inter-rater agreement in assessing occupational exposure in a case-control study. , 1986, British journal of industrial medicine.

[7]  K. Norén,et al.  Occupational exposure , 1996, Environmental science and pollution research international.

[8]  J. Siemiatycki,et al.  Occupational exposure to diesel engine emissions and risk of lung cancer: evidence from two case–control studies in Montreal, Canada , 2012, Occupational and Environmental Medicine.

[9]  D. Verma Occupational health and safety initiatives and trends in Canada, in particular in Ontario , 1996 .

[10]  J Siemiatycki,et al.  Discovering carcinogens in the occupational environment: a novel epidemiologic approach. , 1981, Journal of the National Cancer Institute.

[11]  M. Goldberg,et al.  Postmenopausal breast cancer and occupational exposures , 2010, Occupational and Environmental Medicine.

[12]  T Kauppinen,et al.  From cross-tabulations to multipurpose exposure information systems: a new job-exposure matrix. , 1998, American journal of industrial medicine.

[13]  J. Siemiatycki,et al.  Risk of lung cancer from residential heating and cooking fuels in Montreal, Canada. , 2007, American journal of epidemiology.

[14]  T. Kauppinen,et al.  Construction of job-exposure matrices for the Nordic Occupational Cancer Study (NOCCA) , 2009, Acta oncologica.

[15]  Eero Pukkala,et al.  Use of the Finnish Information System on Occupational Exposure (FINJEM) in epidemiologic, surveillance, and other applications. , 2014, The Annals of occupational hygiene.

[16]  J. Siemiatycki,et al.  Reliability of an expert rating procedure for retrospective assessment of occupational exposures in community-based case-control studies. , 1997, American journal of industrial medicine.

[17]  Budget,et al.  Standard Industrial Classification Manual , 1987 .

[18]  J. Siemiatycki,et al.  Obtaining occupational exposure histories in epidemiologic case-control studies. , 1985, Journal of occupational medicine. : official publication of the Industrial Medical Association.

[19]  J. Siemiatycki,et al.  Validation of expert assessment of occupational exposures. , 2003, American journal of industrial medicine.

[20]  Ana M. García,et al.  A job-exposure matrix for research and surveillance of occupational health and safety in Spanish workers: MatEmESp. , 2013, American journal of industrial medicine.

[22]  J. Siemiatycki,et al.  Validity of work histories obtained by interview for epidemiologic purposes. , 1983, American journal of epidemiology.

[23]  M. Goldberg,et al.  MATGENE: A program to develop job-exposure matrices in the general population in France , 2011, Occupational and Environmental Medicine.

[24]  A. Olshan,et al.  Occupational exposure assessment in case–control studies: opportunities for improvement , 2002, Occupational and environmental medicine.

[25]  P. Stewart,et al.  Occupational case-control studies: I. Collecting information on work histories and work-related exposures. , 1994, American journal of industrial medicine.

[26]  S. Hoar Job exposure matrix methodology. , 1983, Journal of toxicology. Clinical toxicology.

[27]  H Kromhout,et al.  The use of occupation and industry classifications in general population studies. , 2003, International journal of epidemiology.

[28]  Dave McLean,et al.  Assessing occupational exposure to chemicals in an international epidemiological study of brain tumours. , 2013, The Annals of occupational hygiene.

[29]  J. Siemiatycki,et al.  Availability of a New Job-Exposure Matrix (CANJEM) for Epidemiologic and Occupational Medicine Purposes , 2018, Journal of occupational and environmental medicine.

[30]  W. Ahrens,et al.  Occupational exposure to carcinogens in the European Union , 2000, Occupational and environmental medicine.