Evidence map›Paper›PMID 42636327›Full record

ArticleHuman vaccines & immunotherapeutics2026

Factors associated with influenza vaccine uptake and intention among public transportation drivers: A cross-sectional study from Lebanon.

Mahmoud Salam, Gladys Honein-AbouHaidar, Nada M Melhem, Nancy R Reynolds, Ramzi G Salloum, Sawsan Abdulrahim, Souha Fares, Samar Noureddine

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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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Mahmoud SalamAlice Ramez Chagoury School of Nursing, Lebanese American University, Byblos, Lebanon.
Gladys Honein-AbouHaidarHariri School of Nursing, American University of Beirut, Beirut, Lebanon.ORCID 0000-0001-6208-7859
Nada M MelhemMedical Laboratory Sciences Program, Division of Health Professions, Faculty of Health Sciences, American University of Beirut, Beirut, Lebanon.
Nancy R ReynoldsCenter for Global Initiatives, School of Nursing, Johns Hopkins University, Baltimore, MD, USA.
Ramzi G SalloumDepartment of Health Outcomes & Biomedical Informatics, University of Florida College of Medicine, Gainesville, FL, USA.
Sawsan AbdulrahimDepartment of Health Promotion and Community Health, Faculty of Health Sciences, American University of Beirut, Beirut, Lebanon.
Souha FaresHariri School of Nursing, American University of Beirut, Beirut, Lebanon.
Samar NoureddineHariri School of Nursing, American University of Beirut, Beirut, Lebanon.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Public transportation drivers (PTDs) are vulnerable to influenza and could potentially act as super-spreaders. Therefore, understanding the factors associated with influenza vaccine uptake is crucial for public health. This cross-sectional study evaluated the prevalence of and factors associated with influenza vaccination uptake and intention among PTDs in Lebanon. A face-to-face questionnaire was administered to 509 PTDs in 2023. Socio-demographics, health-related variables, environmental factors, social norms, and knowledge were collected. Vaccine Hesitancy and Vaccination Attitudes Examination scales were used. Chi-square test and hierarchical logistic regression analyses were performed. Influenza vaccine uptake rate was 28.9%, with 56.2% expressing an intention to receive the vaccine if it was affordable or available through a mobile clinic. Factors that were positively associated with vaccine uptake included: knowing someone who took the vaccine aOR = 3.6[2.2-6.1]; being advised to take the vaccine aOR = 2.1[1.2-3.8]; and previous influenza infection aOR = 1.9[1.4-2.7]. Factors negatively associated with vaccine uptake included: lack of confidence in vaccines aOR = 0.7[0.6-0.9] and risk calculation aOR = 0.8[0.6-0.9]. Factors positively associated with influenza vaccine intention were knowing someone who took the vaccine aOR = 2.2[1.4-3.4] and previously taking the influenza vaccine aOR = 1.8[1.1-3.0]. Factors negatively associated with vaccine intention were having an average socioeconomic status aOR = 0.6[0.4-0.9], lack of confidence aOR = 0.7[0.6-0.8], concerns about commercial profiteering aOR = 0.7[0.6-0.9], and a preference for natural immunity 0.8[0.6-0.9]. Enhancing vaccine accessibility and affordability along with targeted educational campaigns that address specific concerns and misinformation, could increase uptake rates among PTDs.

Indexed as

Health Knowledge, Attitudes, PracticeInfluenza, HumanInfluenza VaccinesIntentionTransportationVaccinationVaccination HesitancyAdultCross-Sectional StudiesFemaleHumansLebanonMaleMiddle AgedSurveys and QuestionnairesTruck DriversInfluenza VaccinesInfluenzaintentionLebanonpublic transportationuptakevaccine

Identifiers

PMID42636327
PMCPMC13505442

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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.