AIMC Topic: Job Description

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Computer-based coding of free-text job descriptions to efficiently identify occupations in epidemiological studies.

Occupational and environmental medicine Apr 21, 2016
BACKGROUND: Mapping job titles to standardised occupation classification (SOC) codes is an important step in identifying occupational risk factors in epidemiological studies. Because manual coding is time-consuming and has moderate reliability, we de...
Humans Software Algorithms Reproducibility of Results Case-Control Studies Logistic Models United States Natural Language Processing Epidemiologic Studies Industry Carcinoma, Renal Cell Job Description Epidemiologic Methods Occupations United States Occupational Safety and Health Administration
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OPERAS decision support system versus manual job coding: a quantitative analysis on coding time and inter-coder reliability.

Occupational and environmental medicine Jul 9, 2025
OBJECTIVES: The manual coding of job descriptions is time-consuming, expensive and requires expert knowledge. Decision support systems (DSS) provide a valuable alternative by offering automated suggestions that support decision-making, improving effi...
Humans Reproducibility of Results Time Factors Observer Variation Job Description Occupations
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Co-Principal Investigators And Co-Directors: Benefits of a Scientific Copilot.

The Physiologist May 1, 2016
Humans Authorship Biomedical Research Research Personnel Models, Organizational Cooperative Behavior Interpersonal Relations Job Description Laboratory Personnel Mentors
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