Evidence map›Paper›PMID 42620659›Full record

ArticleFrontiers in psychology2026

Does fact-checking COVID-19 fake news on social media correct readers' false beliefs? A study of Chinese youths.

Shuhuan Zhou, Qingyi He, Yimin Zhao, Zhian Zhang

Abstract readNews
In one paragraph

Article in Frontiers in psychology, 2026. 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.

Shuhuan ZhouCommunication University of China, Beijing, China.
Qingyi HeSchool of New Media and Communication, Tianjin University, Tianjin, China.
Yimin ZhaoPeking University Third Hospital, Haidian, China.
Zhian ZhangSchool of Journalism, Fudan University, Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To examine whether fact-checking COVID-19 fake news on social media corrects false beliefs among Chinese youths, and identifies factors influencing its effectiveness. Methods: We conducted an experiment with 660 Chinese university students to compare the impact of exposure and no exposure to fact-checking on correcting misconceptions in the context of fake COVID-19 news. Results: Fact-checking significantly reduced belief in fake COVID-19 news among Chinese youths, particularly among those who initially believed it or were uncertain. In the absence of fact-checking, beliefs remained unchanged. Young people who perceived the negative impact of fake news on themselves were more receptive to fact-checking, enhancing its effectiveness. Conclusion: This study highlights the need to tailor fact-checking strategies to audience perceptions, showing that addressing perceived harm on themselves from fake news can boost acceptance of corrections. By examining fact-checking in a non-Western context, it deepens understanding of how cultural and situational factors influence the effectiveness of combating fake news.

Indexed as

ChinaCOVID-19effectivenessfact-checkingfake newssocial media

Identifiers

PMID42620659
PMCPMC13485569

What OpenQuestion holds

Textmetadata
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.