Advanced REACH Tool (ART): Overview of version 1.0 and research needs

Erik Tielemans*, Nick Warren, Wouter Fransman, Martie Van Tongeren, Kevin McNally, Martin Tischer, Peter Ritchie, Hans Kromhout, Jody Schinkel, Thomas Schneider, John W. Cherrie

*Corresponding author for this work

    Research output: Contribution to journalArticlepeer-review

    56 Citations (Scopus)


    This paper provides an outline of the Advanced REACH Tool (ART) version 1.0 and a discussion of how it could be further developed. ART is a higher tier exposure assessment tool that combines mechanistically modelled inhalation exposure predictions with available exposure data using a Bayesian approach. ART assesses exposure for scenarios across different plants and sites. Estimates are provided for different percentiles of the exposure distribution and confidence intervals around the estimate. It also produces exposure estimates in the absence of data, but uncertainty of the estimates will decrease when results of exposure measurements are included. The tool has been calibrated using a broad range of exposure data and provides estimates for exposure to vapours, mists, and dusts. ART has a robust and stable conceptual basis but will be refined in the future and should therefore be considered an evolving system. High-priority areas for future research are identified in this paper and include the integration of partially analogous measurement series, inclusion of company and site-specific assessments, user decision strategies linked to ART predictions, evaluation of validity and reliability of ART, exploring the possibilities for incorporating the dermal route and integration of ART predictions with tools for modelling internal dose. ART is initially developed in the scope of REACH but is equally useful for exposure assessment in other areas.

    Original languageEnglish
    Pages (from-to)949-956
    Number of pages8
    JournalAnnals of Occupational Hygiene
    Issue number9
    Publication statusPublished - Nov 2011


    • Bayesian analysis
    • exposure modelling
    • uncertainty

    ASJC Scopus subject areas

    • Public Health, Environmental and Occupational Health


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