Advances on a Decision Analytic Approach to Exposure-Based Chemical Prioritization.

Abstract

The volume and variety of manufactured chemicals is increasing, although little is known about the risks associated with the frequency and extent of human exposure to most chemicals. The EPA and the recent signing of the Lautenberg Act have both signaled the need for high-throughput methods to characterize and screen chemicals based on exposure potential, such that more comprehensive toxicity research can be informed. Prior work of Mitchell et al. using multicriteria decision analysis tools to prioritize chemicals for further research is enhanced here, resulting in a high-level chemical prioritization tool for risk-based screening. Reliable exposure information is a key gap in currently available engineering analytics to support predictive environmental and health risk assessments. An elicitation with 32 experts informed relative prioritization of risks from chemical properties and human use factors, and the values for each chemical associated with each metric were approximated with data from EPA's CP_CAT database. Three different versions of the model were evaluated using distinct weight profiles, resulting in three different ranked chemical prioritizations with only a small degree of variation across weight profiles. Future work will aim to include greater input from human factors experts and better define qualitative metrics.

Department

Description

Provenance

Subjects

Engineering risk analytics, expert elicitation, exposure science, multicriteria decision analysis, screening prioritization

Citation

Published Version (Please cite this version)

10.1111/risa.13001

Publication Info

Wood, Matthew D, Kenton Plourde, Sabrina Larkin, Peter P Egeghy, Antony J Williams, Valerie Zemba, Igor Linkov, Daniel A Vallero, et al. (2020). Advances on a Decision Analytic Approach to Exposure-Based Chemical Prioritization. Risk analysis : an official publication of the Society for Risk Analysis, 40(1). pp. 83–96. 10.1111/risa.13001 Retrieved from https://hdl.handle.net/10161/33008.

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Scholars@Duke

Vallero

Daniel Vallero

Adjunct Professor in the Department of Civil and Environmental Engineering

Dr. Vallero conducts research focused on transport and transformation of organic compounds in environmental media, especially soil and the troposphere. He also leads the Pratt School's "Ethics across the Curriculum," which addresses ethics from introduction of academic integrity to first-year undergraduate students and throughout the students' academic and research experiences at Duke. He co-facilitates the Responsible Conduct of Research (RCR) training for all Duke Ph.D. students actually or potentially engaged in research, and conducts research and develops teaching approaches related to macroethics of emerging technologies.


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