Evidence map›Paper›PMID 40134946›Full record

ArticlePNAS nexus2025

Divergence between predicted and actual perception of climate information.

Amir Tohidi, Stefano Balietti, Samuel Fraiberger, Anca Balietti

Abstract read
In one paragraph

Article in PNAS nexus, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Amir TohidiDepartment of Information and Computer Science, University of Pennsylvania, 3317 Chestnut St, Philadelphia, PA 19104, USA.ORCID https://orcid.org/0000-0003-4572-9834
Stefano BaliettiChair of Data Science in the Economic and Social Sciences, Mannheim University, Schloss, Mannheim BW 68161, Germany.ORCID https://orcid.org/0000-0002-6056-6765
Samuel FraibergerDevelopment Impact Evaluation, The World Bank, 1818 H Street NW, Washington, DC 20433, USA.
Anca BaliettiAlfred Weber Institute for Economics, Heidelberg University, Bergheimer Straße 58, Heidelberg BW 69115, Germany.ORCID https://orcid.org/0000-0002-5624-4413

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Despite strong scientific consensus on the severe risks posed by climate change, a substantial segment of the population remains unconvinced, limiting progress on effective climate action. Persuading climate skeptics is essential for building broader support for stronger climate policies and accelerating efforts to mitigate climate change. However, outreach efforts often depend on perceptions of skeptics' openness to climate communication: when persuasion is seen as unlikely, communication efforts tend to diminish. In this paper, we investigate the predicted versus actual impact of climate change information on skeptics. Using a series of surveys with US respondents, we first gather predictions about the effectiveness of authentic news articles in changing skeptics' views. Our findings reveal a widespread pessimism: climate advocates expect no change in attitudes, while skeptics anticipate a backfire effect that reinforces their skepticism. Contrary to these predictions, our preregistered survey experiment finds that exposure to climate change articles significantly increases concern among skeptics. However, their responses vary in terms of willingness to adopt climate-friendly behaviors and support climate policies. These results reveal a significant disconnect between people's expectations and actual effects of climate communication on skeptics, emphasizing the need for sustained and strategic investments in climate communication to foster greater public engagement and support for climate action.

Indexed as

climate changenews articlesopinion shiftpersuasionpredictions

Identifiers

PMID40134946
PMCPMC11935527

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.