eCite Digital Repository
Communicating likelihoods and probabilities in forecasts of volcanic eruptions
Citation
Doyle, EEH and McClure, J and Johnston, DM and Paton, D, Communicating likelihoods and probabilities in forecasts of volcanic eruptions, Journal of Volcanology and Geothermal Research, 272 pp. 1-15. ISSN 0377-0273 (2014) [Refereed Article]
Copyright Statement
Copyright 2014 Elsevier
DOI: doi:10.1016/j.jvolgeores.2013.12.006
Abstract
The issuing of forecasts and warnings of natural hazard events, such as volcanic eruptions, earthquake aftershock sequences and extreme weather often involves the use of probabilistic terms, particularly when communicated by scientific advisory groups to key decision-makers, who can differ greatly in relative expertise and function in the decision making process. Recipients may also differ in their perception of relative importance of political and economic influences on interpretation. Consequently, the interpretation of these probabilistic terms can vary greatly due to the framing of the statements, and whether verbal or numerical terms are used. We present a review from the psychology literature on how the framing of information influences communication of these probability terms. It is also unclear as to how people rate their perception of an event's likelihood throughout a time frame when a forecast time window is stated. Previous research has identified that, when presented with a 10-year time window forecast, participants viewed the likelihood of an event occurring ‘today’ as being of less than that in year 10. Here we show that this skew in perception also occurs for short-term time windows (under one week) that are of most relevance for emergency warnings. In addition, unlike the long-time window statements, the use of the phrasing "within the next…" instead of "in the next…" does not mitigate this skew, nor do we observe significant differences between the perceived likelihoods of scientists and non-scientists. This finding suggests that effects occurring due to the shorter time window may be ‘masking’ any differences in perception due to wording or career background observed for long-time window forecasts. These results have implications for scientific advice, warning forecasts, emergency management decision-making, and public information as any skew in perceived event likelihood towards the end of a forecast time window may result in an underestimate of the likelihood of an event occurring ‘today’ leading to potentially inappropriate action choices. We thus present some initial guidelines for communicating such eruption forecasts.
Item Details
Item Type: | Refereed Article |
---|---|
Keywords: | communicating probabilities, perception, forecasts, warnings, volcanology, volcanic eruption probabilty |
Research Division: | Psychology |
Research Group: | Social and personality psychology |
Research Field: | Social psychology |
Objective Division: | Expanding Knowledge |
Objective Group: | Expanding knowledge |
Objective Field: | Expanding knowledge in human society |
UTAS Author: | Paton, D (Professor Douglas Paton) |
ID Code: | 97562 |
Year Published: | 2014 |
Web of Science® Times Cited: | 47 |
Deposited By: | Psychology |
Deposited On: | 2014-12-23 |
Last Modified: | 2015-05-07 |
Downloads: | 0 |
Repository Staff Only: item control page