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Updated: Nov 26, 2025

An R-Based Landscape Validation of a Competing Risk Model
Published on: September 16, 2022
Evolving Science and Practice of Risk Assessment
Katherine von Stackelberg1,2, Pamela R D Williams3
1NEK Associates LTD, Allston, MA, 02134, USA.
Abstract:
Managing public health risks from environmental contaminants has historically relied on a risk assessment process defined by the regulatory context in which these risks are assessed. Risk assessment guidance follows a straightforward, chemical-by-chemical approach to inform regulatory decisions around the question "what is the risk-based concentration protective of human and ecological health outcomes?" Here we briefly summarize regulatory risk assessment in the context of innovative risk assessment approaches based on an evolving understanding of the underlying scientific disciplines that support risk analysis more broadly. We discuss scientific versus regulatory tensions in the application of these approaches for future risk assessments, and challenges in translating our improved understanding of the underlying scientific complexity to the regulatory landscape to better inform decision making that extends beyond conventional regulatory mandates.
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