Evidence map›Paper›PMID 37841324›Full record

ArticlePNAS nexus2023

Social media trust predicts lower COVID-19 vaccination rates and higher excess mortality over 2 years.

Sylvia Xiaohua Chen, Frank Tian-Fang Ye, Kai Lam Cheng, Jacky C K Ng, Ben C P Lam, Bryant P H Hui, Algae K Y Au, Wesley C H Wu, Danan Gu, Yi Zeng

Abstract read
In one paragraph

Article in PNAS nexus, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

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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

10 authors.

Sylvia Xiaohua ChenDepartment of Applied Social Sciences, The Hong Kong Polytechnic University, Hong Kong, China.ORCID https://orcid.org/0000-0001-7237-6523
Frank Tian-Fang YeDepartment of Applied Social Sciences, The Hong Kong Polytechnic University, Hong Kong, China.ORCID https://orcid.org/0000-0001-7248-3062
Kai Lam ChengDepartment of Applied Social Sciences, The Hong Kong Polytechnic University, Hong Kong, China.ORCID https://orcid.org/0009-0005-5926-3459
Jacky C K NgDepartment of Applied Social Sciences, The Hong Kong Polytechnic University, Hong Kong, China.ORCID https://orcid.org/0000-0003-2723-4387
Ben C P LamDepartment of Psychology, Counselling and Therapy, La Trobe University, Melbourne, Australia.ORCID https://orcid.org/0000-0002-0879-5990
Bryant P H HuiDepartment of Applied Social Sciences, The Hong Kong Polytechnic University, Hong Kong, China.ORCID https://orcid.org/0000-0003-3063-9297
Algae K Y AuDepartment of Applied Social Sciences, The Hong Kong Polytechnic University, Hong Kong, China.ORCID https://orcid.org/0000-0003-0061-9244
Wesley C H WuDepartment of Applied Social Sciences, The Hong Kong Polytechnic University, Hong Kong, China.ORCID https://orcid.org/0000-0001-7535-6333
Danan GuIndependent Researcher, New York, USA.ORCID https://orcid.org/0000-0001-5228-8980
Yi ZengNational School of Development, Peking University, Beijing, China.ORCID https://orcid.org/0000-0001-8354-2945

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Trust plays a crucial role in implementing public health interventions against the COVID-19 pandemic. We examined the prospective associations of interpersonal, institutional, and media trust with vaccination rates and excess mortality over time in two multinational studies. In study 1, we investigated the country-level relationships between interpersonal trust, vaccination rates, and excess mortality across 54 countries. Interpersonal trust at the country level was calculated by aggregating data of 80,317 participants from the World Values Survey in 2017-20. Data on vaccination rates and excess mortality were obtained from the World Health Organization. Our findings indicated that higher levels of interpersonal trust were linked to higher vaccination rates and lower excess mortality rates in both 2020 and 2021. In study 2, we collected data from 18,171 adults in 35 countries/societies, stratified by age, gender, and region of residence. At the country/society level, interpersonal trust and trust in local healthcare facilities, local healthcare services, and healthcare professionals were associated with higher vaccination rates and lower excess mortality, whereas social media trust was associated with lower vaccination rates and higher excess mortality across three time points over 2 years. Our findings are robust when controlling for country-level covariates of the government stringency index, population density, and medical resources (i.e. critical care beds) in both studies.

Indexed as

COVID-19excess mortalitysocial media trusttrustvaccination rates

Identifiers

PMID37841324
PMCPMC10568527

What OpenQuestion holds

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LicenceCC BY-NC-ND
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.