Evidence map›Paper›PMID 42053054›Full record

ArticleAmerican journal of epidemiology2026

Validity of influenza vaccine effectiveness calculations using a test-negative design in Thailand.

Erica E Zeno, Prabda Praphasiri, Wichan Bhunyakitikorn, Sutthichai Nakphook, Darunee Ditsungnoen, Wuttiphong Phakdeekul, Passakorn Ongarj, Ratchadaporn Ungcharoen, Warinmad Kedthongma, Seesai Yeesoonsang and 6 more

Abstract read
In one paragraph

Article in American journal of epidemiology, 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

16 authors.

Erica E ZenoInfluenza Division, National Center for Immunization and Respiratory Diseases, US Centers for Disease Control and Prevention, Atlanta, GA, United States.ORCID 0000-0002-7341-2597
Prabda PraphasiriThailand Ministry of Public Health-US Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand.
Wichan BhunyakitikornDivision of Epidemiology, Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand.
Sutthichai NakphookFaculty of Public Health, Kasetsart University Chalermphrakiat Sakon Nakhon Province Campus, Sakon Nakhon Province, Thailand.
Darunee DitsungnoenThailand Ministry of Public Health-US Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand.
Wuttiphong PhakdeekulFaculty of Public Health, Kasetsart University Chalermphrakiat Sakon Nakhon Province Campus, Sakon Nakhon Province, Thailand.
Passakorn OngarjFaculty of Public Health, Kasetsart University Chalermphrakiat Sakon Nakhon Province Campus, Sakon Nakhon Province, Thailand.
Ratchadaporn UngcharoenFaculty of Public Health, Kasetsart University Chalermphrakiat Sakon Nakhon Province Campus, Sakon Nakhon Province, Thailand.
Warinmad KedthongmaFaculty of Public Health, Kasetsart University Chalermphrakiat Sakon Nakhon Province Campus, Sakon Nakhon Province, Thailand.
Seesai YeesoonsangDivision of Epidemiology, Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand.
Kanlaya SornwongNakhon Phanom Provincial Hospital, Nakhon Phanom, Thailand.
Chaninan SonthichaiThailand Ministry of Public Health-US Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand.
Anna N ChardInfluenza Division, National Center for Immunization and Respiratory Diseases, US Centers for Disease Control and Prevention, Atlanta, GA, United States.
William W DavisInfluenza Division, National Center for Immunization and Respiratory Diseases, US Centers for Disease Control and Prevention, Atlanta, GA, United States.
Martha P MontgomeryInfluenza Division, National Center for Immunization and Respiratory Diseases, US Centers for Disease Control and Prevention, Atlanta, GA, United States.
Kriengkrai PrasertFaculty of Public Health, Kasetsart University Chalermphrakiat Sakon Nakhon Province Campus, Sakon Nakhon Province, Thailand.

Funding

Ministry of Public Health in the Kingdom of Thailand
6 · The paper itself

Abstract

Thailand uses a test-negative design to calculate influenza vaccine effectiveness (VE) annually for the Southern Hemisphere formulation and shares estimates with the World Health Organization to inform global vaccine strain selection. This study analyzed potential misclassification and confounding factors to evaluate validity of the test-negative design in Thailand. We retrospectively reviewed influenza sentinel surveillance data from June 2023 to May 2024 and gathered information on vaccination history and health-seeking behavior. Cases were medically attended illnesses with positive influenza test results; noncases had negative results for influenza and SARS-CoV-2. We compared VE using the routine approach with six scenarios, representing four potential threats to the validity of test-negative design studies. We assessed exposure (vaccination) misclassification, outcome (influenza) misclassification, and confounding by health-seeking behavior. Unmeasured confounding was evaluated by calculating VE against rhinovirus, an outcome unrelated to influenza vaccination. A total of 4709 patients were included, of which 328 (7.0%) were vaccinated against influenza. Under the routine approach, VE against medically attended influenza was 36.9% (95% CI, 13.5%-53.9%). In alternative scenarios, VE ranged from 32.4% to 42.8%, with overlapping 95% CIs. These findings support the validity of Thailand's VE estimates and can inform improvements in surveillance procedures.

Indexed as

Influenza, HumanInfluenza VaccinesVaccine EfficacyAdolescentAdultAgedChildChild, PreschoolFemaleHumansMaleMiddle AgedReproducibility of ResultsRetrospective StudiesSentinel SurveillanceThailandInfluenza Vaccinesinfluenzatest-negative designvaccine effectiveness

Identifiers

PMID42053054
PMCPMC13537842

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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.