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Adapting Scenario Planning to Create an Expectation for Surprises: Going Beyond Probability and Plausibility in Risk
James Derbyshire1, Mandeep Dhami2, Ian Belton3
1University of Chester, Chester, UK.
Risk Analysis : an Official Publication of the Society for Risk Analysis
|September 19, 2025
Summary
This study adapted the Intuitive Logics (IL) scenario-planning method to improve risk assessments. The adapted method helps risk assessors better anticipate surprises by considering extreme outcomes, moving beyond probability and plausibility.
Area of Science:
- Risk Assessment and Management
- Decision Science
- Futures Studies
Background:
- Risk assessments often fail to account for uncertainty and potential surprises.
- Existing scenario-planning methods, like Intuitive Logics (IL), aim to broaden future considerations beyond mere probability.
Purpose of the Study:
- To adapt the Intuitive Logics (IL) scenario-planning method to enhance risk assessment capabilities.
- To improve the anticipation of surprises in risk assessments by moving beyond probability and plausibility.
Main Methods:
- A controlled experiment involving a simulated IL scenario-planning exercise.
- Participants assigned extreme outcome values to driving forces under "probable," "plausible," and "surprising" uncertainty conditions.
- Analysis of assigned values and participant interpretation of uncertainty terms.
Main Results:
- The "surprising" uncertainty condition led to the assignment of more extreme values compared to "probable" and "plausible" conditions.
- No significant difference was found between "probable" and "plausible" conditions in value assignments.
- Participants interpreted "probable" and "plausible" similarly, undermining the intended effect of IL's plausibility focus.
Conclusions:
- Adapting IL can help risk assessors move beyond probability and plausibility to better account for uncertainty.
- The adaptation facilitates improved anticipation of surprises in risk assessments.
- Standard IL may not effectively stretch thinking beyond probability if "probable" and "plausible" are interpreted interchangeably.
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