Evidence map›Paper›PMID 41201524›Full record

ArticleThe European journal of health economics : HEPAC : health economics in prevention and care2026

Far more than a shot in the arm: Vaccines and consumer spending.

Serhan Cevik

Abstract read
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In one paragraph

Article in The European journal of health economics : HEPAC : health economics in prevention and care, 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.

Serhan CevikInternational Monetary Fund, 700 19Th Street, NW, Washington, DC, 20431, USA. scevik@imf.org.ORCID http://orcid.org/0000-0002-2373-2023

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The spread of the COVID-19 pandemic, along with government interventions, significantly reshaped economic activity, leading to abrupt shifts in household consumption behavior. This paper offers an empirical analysis of how the rollout of COVID-19 vaccines influenced consumer spending, using high-frequency debit and credit card transaction data from three European countries. The findings indicate that vaccinations, in conjunction with other policy measures, helped mitigate the pandemic's severe economic impact and supported a recovery in consumer spending. First, the deployment of vaccines had a statistically and economically significant positive effect on private consumption. Second, additional policy responses-aimed at containing the virus and providing financial support to households and businesses-also had notable effects on both the volume and composition of card-based transactions. Third, the stimulative impact of vaccinations on consumer spending was more pronounced in contact-intensive sectors, such as services, compared to goods.

Indexed as

COVID-19COVID-19 VaccinesHealth ExpendituresPandemicsVaccinationEuropeFamily CharacteristicsHumansSARS-CoV-2COVID-19 VaccinesBalticsCard transactionsConsumer spendingCOVID-19EstoniaHousehold behaviorLatviaLithuaniaPandemicVaccination

Identifiers

What OpenQuestion holds

Textmetadata
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.