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Aiding alternatives assessment with an uncertainty-tolerant hazard scoring method
Jeremy Faludi1, Tina Hoang2, Patrick Gorman3
1Department of Mechanical Engineering, Mail Code 1740, 6141 Etcheverry Hall, University of California Berkeley, Berkeley, CA 94720-1740, USA.
This study introduces a novel scoring system for chemical alternatives assessment, simplifying complex hazard data into a single, understandable score with quantified uncertainty. This aids decision-making for businesses and policymakers by clarifying trade-offs and data gaps.
Area of Science:
- Environmental Science
- Toxicology
- Risk Assessment
Background:
- Chemical alternatives assessment is complex, involving numerous toxicological variables and data gaps, making it difficult for non-experts to interpret.
- Existing methods often lack a single, clear score and do not adequately quantify uncertainty, hindering practical decision-making for business leaders and policymakers.
- Balancing chemical hazard with product functionality and acknowledging uncertainty are critical for selecting safer alternatives.
Purpose of the Study:
- To develop a transparent and reproducible single-score system for chemical alternatives assessment that accounts for uncertainty.
- To translate multiple hazard endpoints into a simple numeric score, facilitating easier comprehension and decision-making.
- To aid in comparing product alternatives by providing both hazard and product functionality scores with quantified uncertainty.
Main Methods:
- Developed a novel scoring method inspired by Clean Production Action's GreenScreen but with a distinct score aggregation approach.
- Translated eighteen hazard endpoints into a single numeric score, incorporating quantified uncertainty.
- Applied the method in a case study assessing alternatives to spray polyurethane foam insulation containing methylene diphenyl diisocyanate (MDI).
Main Results:
- The new hazard scoring method successfully identified trade-offs between different chemical alternatives.
- The system provided finer resolution and differentiation compared to the GreenScreen Benchmarking system.
- Sensitivity analysis indicated that uncertainty from data gaps had a greater impact on alternative rankings than weighting schemes.
Conclusions:
- The proposed single-score system simplifies chemical alternatives assessment, making complex toxicological data accessible for decision-making.
- Quantifying uncertainty in the final score provides crucial insights into the reliability of hazard data and the maturity of product development.
- The method offers a valuable tool for industries seeking to identify and adopt safer chemical alternatives, as demonstrated in the building materials case study.
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