Differences between the single-event and frequency formats of seasonal-climate-forecast probability

Title
Differences between the single-event and frequency formats of seasonal-climate-forecast probability
Publication Date
2015
Author(s)
Coventry, William L
( author )
OrcID: https://orcid.org/0000-0003-0864-5463
Email: wcovent2@une.edu.au
UNE Id une-id:wcovent2
Dalgleish, Leonard I
Type of document
Journal Article
Language
en
Entity Type
Publication
Publisher
John Wiley & Sons Ltd
Place of publication
United Kingdom
DOI
10.1002/joc.3993
UNE publication id
une:17093
Abstract
Since the late 1980s, Australian forecasters have used the seasonal climate forecast (SCF) statement 'In the next three months, the probability of getting above median rainfall is 30%.' Study one (n=63) established a baseline of whether laypersons interpreted this statement as forecasting wetter or drier conditions than normal. Although the statement is forecasting a greater likelihood of drier conditions than normal, 76% incorrectly interpreted the statement as forecasting a wetter season than normal. Using testing conditions identical to study one, in study two (n = 71), to improve accuracy, we inserted the word only in the statement (i.e. ' ...probability of getting above median rainfall is only 30%'). While the probability itself had not changed, a drop to just 24% errors suggested participants were ambiguous about how to interpret this probability. A body of research by Gigerenzer and others shows peoples' ability to reason with probabilities is enhanced by frequency probabilities rather than single-event probabilities. Study three (n =51) used the frequency (i.e. 3 in 10) rather than single-event (i.e. 30%) format tested in studies one and two. Only 22% made errors showing participants better understood how to interpret the frequency probability. We discuss formats for presenting the SCF and argue the frequency format more effectively conveys the chance nature of forecasts.
Link
Citation
International Journal of Climatology, 35(3), p. 444-451
ISSN
1097-0088
0899-8418
Start page
444
End page
451

Files:

NameSizeformatDescriptionLink