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The Effects of Forecasts on the Accuracy and Precision of Expectations

The Effects of Forecasts on the Accuracy and Precision of Expectations
The Effects of Forecasts on the Accuracy and Precision of Expectations
Quantitative forecasts have become increasingly prominent as tools for aiding public understanding of sociopolitical trends. But how much, and what, do people learn from quantitative forecasts? In this note, we show through a preregistered survey experiment that real forecasts of the 2022 French presidential election significantly affect expectations of the election result. The direction of that effect hinges on how the forecast is presented. Voters become more accurate and precise in their predictions of each candidate’s vote share when given forecast information in the form of projected vote share. Forecasts presented as numerical probabilities make such expectations less accurate and less precise. When combined, the effects of both forms on vote share expectations tend to cancel out, but jointly boost voters’ ability to identify likely winners. Our findings have implications for the public communication of quantitative information.
0033-362X
185-200
Barnfield, Matthew
0434519e-d85d-42e9-8e07-0b90f1bf80df
Phillips, Joseph
ceb25d4c-88d3-46e7-a86e-a504b1cbd72f
Stoeckel, Florian
ca82e601-5b0f-4f51-9b2d-46a1693e1f25
Lyons, Benjamin
562d35bb-6be0-4e08-8663-0cc28bfa0063
Szewach, Paula
2a68634d-501d-4fa9-a707-c9771159e868
Thompson, Jack
4080e1aa-ddeb-4ee0-919f-570d5889e2f7
Stöckli, Sabrina
7a440aed-0755-4e6c-b233-360ea0533b68
Merola, Vittorio
3a0f1d8e-ee5d-4b08-a959-8a4fbf318acf
Reifler, Jason
426301a1-f90b-470d-a076-04a9d716c491
Barnfield, Matthew
0434519e-d85d-42e9-8e07-0b90f1bf80df
Phillips, Joseph
ceb25d4c-88d3-46e7-a86e-a504b1cbd72f
Stoeckel, Florian
ca82e601-5b0f-4f51-9b2d-46a1693e1f25
Lyons, Benjamin
562d35bb-6be0-4e08-8663-0cc28bfa0063
Szewach, Paula
2a68634d-501d-4fa9-a707-c9771159e868
Thompson, Jack
4080e1aa-ddeb-4ee0-919f-570d5889e2f7
Stöckli, Sabrina
7a440aed-0755-4e6c-b233-360ea0533b68
Merola, Vittorio
3a0f1d8e-ee5d-4b08-a959-8a4fbf318acf
Reifler, Jason
426301a1-f90b-470d-a076-04a9d716c491

Barnfield, Matthew, Phillips, Joseph, Stoeckel, Florian, Lyons, Benjamin, Szewach, Paula, Thompson, Jack, Stöckli, Sabrina, Merola, Vittorio and Reifler, Jason (2025) The Effects of Forecasts on the Accuracy and Precision of Expectations. Public Opinion Quarterly, 89 (1), 185-200. (doi:10.1093/poq/nfaf003).

Record type: Article

Abstract

Quantitative forecasts have become increasingly prominent as tools for aiding public understanding of sociopolitical trends. But how much, and what, do people learn from quantitative forecasts? In this note, we show through a preregistered survey experiment that real forecasts of the 2022 French presidential election significantly affect expectations of the election result. The direction of that effect hinges on how the forecast is presented. Voters become more accurate and precise in their predictions of each candidate’s vote share when given forecast information in the form of projected vote share. Forecasts presented as numerical probabilities make such expectations less accurate and less precise. When combined, the effects of both forms on vote share expectations tend to cancel out, but jointly boost voters’ ability to identify likely winners. Our findings have implications for the public communication of quantitative information.

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e-pub ahead of print date: 9 May 2025
Published date: 9 May 2025

Identifiers

Local EPrints ID: 502099
URI: http://eprints.soton.ac.uk/id/eprint/502099
ISSN: 0033-362X
PURE UUID: beba5eb9-43ca-4d78-b079-40b967e9fe30
ORCID for Jason Reifler: ORCID iD orcid.org/0000-0002-1116-7346

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Date deposited: 16 Jun 2025 16:58
Last modified: 04 Sep 2025 02:41

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Contributors

Author: Matthew Barnfield
Author: Joseph Phillips
Author: Florian Stoeckel
Author: Benjamin Lyons
Author: Paula Szewach
Author: Jack Thompson
Author: Sabrina Stöckli
Author: Vittorio Merola
Author: Jason Reifler ORCID iD

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