Evidence map›Paper›PMID 42233628›Full record

ArticleHuman vaccines & immunotherapeutics2026

Characteristics of COVID-19 vaccine hesitancy in university students: Methodological insights from a syndemic perspective.

Tianfei Yu, Jing Yuan, Liya Wang, Ming Li

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.

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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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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.

Tianfei YuCollege of Life Science and Agriculture Forestry, Qiqihar University, Qiqihar, China.ORCID 0000-0003-4868-8142
Jing YuanCollege of Life Science and Agriculture Forestry, Qiqihar University, Qiqihar, China.
Liya WangCollege of Food and Bioengineering, Qiqihar University, Qiqihar, China.
Ming LiCollege of Computer and Control Engineering, Qiqihar University, Qiqihar, China.ORCID 0000-0001-6471-2769

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This paper offers a methodological critique of the study by AlShurman et al. that examined whether COVID-19 vaccine hesitancy (VH) and COVID-19-related factors interact to influence booster dose uptake among university students in Canada from a syndemic perspective. The original cross-sectional survey was conducted among 4453 students at the University of Waterloo in 2024. VH was measured retrospectively for primary doses and concurrently for booster doses, with a change score computed to capture shifts in hesitancy over time. Logistic regression models were used to assess the main effects and interactions on additive and multiplicative scales. While the original study provides a valuable application of syndemic theory, notable limitations warrant caution in interpretation. These include substantial recall bias in the retrospective VH change score, the inability of the cross-sectional design to establish temporal dynamics and bidirectional reinforcement required by syndemic theory, low response rate (approximately 11%) raising concerns about selection bias, dichotomization of key variables, untested linearity of the change score, and potential overinterpretation of statistical interactions as mechanistic syndemic synergy. Unmeasured factors such as student stressors, social media exposure, and psychological reactance may also influence the observed associations. The findings should be interpreted conservatively. Targeted interventions such as rebuilding trust and addressing misinformation remain important. However, stronger longitudinal studies with prospective measurement of hesitancy, mediation analyses, and sensitivity testing are needed to more robustly examine syndemic interactions in vaccine uptake.

Indexed as

COVID-19COVID-19 VaccinesStudentsVaccination HesitancyCanadaCross-Sectional StudiesFemaleHumansImmunization, SecondaryUniversitiesVaccinationYoung AdultCOVID-19 Vaccinesbooster dosesCOVID-19cross-sectional designinteractionsrecall biasSyndemicsvaccine hesitancy

Identifiers

PMID42233628
PMCPMC13240943

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.