Evidence map›Paper›PMID 42780378›Full record

ArticleFrontiers in public health2026

Providing free influenza vaccine to increase vaccination take-up and improve physical and mental health: evidence from China.

Yan Wang

Abstract read
In one paragraph

Article in Frontiers in public health, 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

1 author.

Yan WangSchool of Agricultural Economics and Rural Development, Renmin University of China, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Compared to developed countries, influenza vaccines have lower popularity in developing countries and are generally not given much attention. This paper analyzes the effect of China's policy of providing free influenza vaccine for the population aged 60 and above on vaccination take-up and health outcomes. Methods: Using nationwide survey data and combining differences across registered residence with differences across age cohorts included by the program. The identification strategy of difference-in-difference estimated the impact of free influenza vaccination policy on vaccination take-up, physical health, and mental health, and explore its impact mechanism. Results: This policy can increase the influenza vaccination take-up among the older population by 23% points, and yields significant improvements in both physical and mental health. Crucially, due to the time interval between vaccination and investigation, these health benefits are not driven by the vaccine's direct biological protection, but rather arise through indirect behavioral and belief pathways. Specifically, the policy reduces the probability of reporting that health limits daily activities by 16.9% points, and increases the likelihood of feeling energetic by 28.1% points. Discussion: The findings of this article provide experience for promoting influenza vaccine in developing countries and discover the indirect physical and mental health improvements that influenza vaccination may bring.

Indexed as

Health StatusImmunization ProgramsInfluenza, HumanInfluenza VaccinesMental HealthVaccinationAgedChinaFemaleHealth PolicyHumansMaleMiddle AgedInfluenza Vaccineshealth outcomeindividual welfareinfluenzapublic health policyvaccination

Identifiers

PMID42780378
PMCPMC13597904

What OpenQuestion holds

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Registered trials

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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.