Evidence map›Paper›PMID 41954924›Full record

ArticleHuman vaccines & immunotherapeutics2026

COVID vaccination and economic game decisions: The role of analytical thinking.

Z-W Zher-Wen, Rongjun Yu

Abstract read
In one paragraph

Article in Human vaccines & immunotherapeutics, 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
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1 · What the graph read from it

What it found

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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

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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

2 authors.

Z-W Zher-WenDepartment of Psychology and Counselling, Faculty of Arts and Social Science, Universiti Tunku Abdul Rahman, Jalan Universiti, Kampar, Malaysia.ORCID 0000-0002-1690-7585
Rongjun YuAcademy of Wellness and Human Development, Faculty of Arts and Social Sciences, Hong Kong Baptist University, Hong Kong, China.ORCID 0000-0003-0123-1524

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Non-vaccination is often described as non-cooperation, particularly as free-riding (i.e. the exploitation of others who cooperated), but empirical studies linking non-vaccination with non-cooperation/free-riding are scarce. The current study recruited 758 participants from the Prolific platform when the most severe COVID variant (Delta) was circulating. We examined whether the vaccinated and non-vaccinated differed in their decisions in various economic games (including social dilemmas and resource-allocation games) and whether such differences were explained by relevant dispositional traits (dark traits, generalized trust, and analytical thinking). We particularly aim to see whether traits that explained the link between vaccination and game decisions, also predicted vaccination itself. Results show no differences between vaccination groups in social-dilemma decisions involving the potential to free-ride. Instead, vaccination was only associated with resource-allocation decisions without elements of cooperation or exploitation. Specifically, supportive vaccination (getting vaccinated coupled with having a positive attitude toward vaccines) was associated with outcome-maximization in resource-allocation games, and this was largely explained by higher analytical thinking ability. Higher analytical thinking ability also predicted vaccination itself, and this link was partially mediated by generalized trust. Regardless of whether the act of non-vaccination itself is free-riding or not, the current study suggests that the motivations behind non-vaccination may relate more to weaknesses in analytical thinking. Our findings may inform about how to improve the strategies used to promote vaccination.

Indexed as

COVID-19COVID-19 VaccinesDecision MakingVaccinationAdultFemaleHumansMaleSARS-CoV-2TrustUnvaccinated PersonsCOVID-19 VaccinesCooperationdark traitfree-ridingintelligencepublic goodresource allocationsocial dilemmatrustutilitarianismvaccine hesitancy

Identifiers

PMID41954924
PMCPMC13078202

What OpenQuestion holds

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LicenceCC BY-NC
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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.