This paper is in the following e-collection/theme issue:

Pilot studies (ehealth) (206) Information Retrieval (287) Occupational Health and Ergonomics/Prevention at the Workplace (238) Ontologies, Classifications, and Coding (239) Tools, Programs and Algorithms (266)

Published on in Vol 4, No 8 (2020): August

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/16422, first published .
Occupation Coding of Job Titles: Iterative Development of an Automated Coding Algorithm for the Canadian National Occupation Classification (ACA-NOC)

Occupation Coding of Job Titles: Iterative Development of an Automated Coding Algorithm for the Canadian National Occupation Classification (ACA-NOC)

Occupation Coding of Job Titles: Iterative Development of an Automated Coding Algorithm for the Canadian National Occupation Classification (ACA-NOC)

Authors of this article:

Hongchang Bao1, 2 Author Orcid Image ;   Christopher J O Baker1, 3 Author Orcid Image ;   Anil Adisesh4, 5, 6 Author Orcid Image
Article Authors Cited by (8) Tweetations (13) Metrics

Journals

  1. Wan W, Ge C, Friesen M, Locke S, Russ D, Burstyn I, Baker C, Adisesh A, Lan Q, Rothman N, Huss A, van Tongeren M, Vermeulen R, Peters S. Automated Coding of Job Descriptions From a General Population Study: Overview of Existing Tools, Their Application and Comparison. Annals of Work Exposures and Health 2023;67(5):663 View
  2. McMullin B, Fraser J, Robinson B, French J, Adisesh A. Work-related injuries and attendance at a Canadian regional emergency department. Occupational Medicine 2023;73(3):138 View
  3. Safikhani P, Avetisyan H, Föste-Eggers D, Broneske D. Automated occupation coding with hierarchical features: a data-centric approach to classification with pre-trained language models. Discover Artificial Intelligence 2023;3(1) View
  4. Russ D, Josse P, Remen T, Hofmann J, Purdue M, Siemiatycki J, Silverman D, Zhang Y, Lavoué J, Friesen M. Evaluation of the updated SOCcer v2 algorithm for coding free-text job descriptions in three epidemiologic studies. Annals of Work Exposures and Health 2023;67(6):772 View
  5. Langezaal M, van den Broek E, Peters S, Goldberg M, Rey G, Friesen M, Locke S, Rothman N, Lan Q, Vermeulen R. Artificial intelligence exceeds humans in epidemiological job coding. Communications Medicine 2023;3(1) View
  6. Kim T, Baek S, Lim M, Yun B, Paek D, Zoh K, Youn K, Lee Y, Kim Y, Kim J, Choi E, Kang M, Cho Y, Lee K, Sim J, Oh J, Park H, Lee J, Won J, Lee Y, Yoon J. Occupation classification model based on DistilKoBERT: using the 5th and 6th Korean Working Condition Surveys. Annals of Occupational and Environmental Medicine 2024;36(1) View

Books/Policy Documents

  1. Mehlum I, Turner M. Handbook of Life Course Occupational Health. View
  2. Mehlum I, Turner M. Handbook of Life Course Occupational Health. View