Evidence map›Paper›PMID 41216577›Full record

ArticlePublic health in practice (Oxford, England)2025

Power of public health advice: Effectiveness and spillover effects of federal vaccine recommendations.

Junying Zhao, Ahmed El Fatmaoui, Mahla Shourian, Bethanie Lor, Pallab K Ghosh

Abstract read
In one paragraph

Article in Public health in practice (Oxford, England), 2025. 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

5 authors.

Junying ZhaoDepartment of Health Administration and Policy, University of Oklahoma Health Sciences, 801 NE 13th Street CHB 359, Oklahoma City, OK, 73104, USA.
Ahmed El FatmaouiDepartment of Economics, University of Oklahoma, 308 Cate Center Dr, Norman, OK, 73019, USA.
Mahla ShourianDepartment of Economics, University of Oklahoma, 308 Cate Center Dr, Norman, OK, 73019, USA.
Bethanie LorDepartment of Health Administration and Policy, University of Oklahoma Health Sciences, 801 NE 13th Street CHB 359, Oklahoma City, OK, 73104, USA.
Pallab K GhoshDepartment of Economics, University of Oklahoma, 308 Cate Center Dr, Norman, OK, 73019, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: This paper focuses on the national-level, inexpensive, demand-side vaccine policy-federal recommendations. It evaluates the effectiveness of 2008 and 2010 influenza vaccine recommendations, the spillover effect of the 2009 H1N1 vaccine recommendation on influenza vaccination, and heterogeneous policy effects across individual characteristics. Study design: Observational study with before-after comparison assessing changes in vaccination following policy implementation. Methods: We used nationally representative 2004-2015 NHIS data on 77,361, 23,653, and 238,866 individuals in age groups targeted by the 2008, 2009, and 2010 policies, respectively. Using the Linear Probability Model with fixed effects, we estimated policy effectiveness, spillover effects, and heterogeneous effects across individual characteristics. Results: Both 2008 and 2010 influenza vaccine recommendations boosted influenza vaccination likelihood by 20.9-26.5 % among children and 5.2-6.6 % among older adults. The 2009 H1N1 vaccine recommendation had a positive spillover effect, with a 5.7-9.8 % increase in influenza vaccination likelihood among younger adults. Low influenza vaccination likelihoods exist across demographic and socioeconomic characteristics: Children uninsured or privately insured, White, and low-income; Adults uninsured or publicly insured, White, African and Hispanic American, male, childless, self-reported poor or excellent health, low-educated, and low-income. Conclusions: Future policies may address the cost barriers faced by the uninsured, and multi-level non-cost barriers experienced by privately insured children and publicly insured adults. Future policies may consider extending beyond the federal recommendation, such as implementing simultaneous anti-poverty policies, to achieve minimum coverage and utilize the spillover effects of one vaccine policy to maximize coverage of other vaccines. Future research may investigate potential policy spillover effects among influenza, COVID-19, RSV, and new vaccines.

Indexed as

Federal recommendationH1N1InfluenzaInsurancePolicySpillover effectVaccine

Identifiers

PMID41216577
PMCPMC12597293

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LicenceCC BY
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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.