Identifying vaccine-hesitant subgroups in the Western Pacific using latent class analysis.

Publication date: Feb 12, 2025

Vaccine hesitancy seriously compromised the COVID-19 vaccine roll-out across the Western Pacific with limited evidence-based recommendations for diverse populations across the region. This study investigates the profile of the vaccine-hesitant populations by using fixed-effect latent class analysis and multi-country survey data collected in 12 countries in 2021 and 2022: Cambodia, Viet Nam, Lao PDR, Japan, Republic of Korea, Malaysia, Philippines, Mongolia, Fiji, Solomon Islands, Tonga and Vanuatu. The analysis identified 9 latent classes: Stay-at-home mothers, High-school-educated employees, High-school-educated older adults, High-school-educated young adults, University-educated employees, University-educated older adults, University-educated young adults, Unemployed, Non-compliant employees. The probabilities of COVID-19 vaccine acceptance and booster uptake were significantly lower in most of these latent classes, compared to University-educated older adults, as the reference group. While each country had unique compositions of latent classes among vaccine-hesitant people, there were also some shared risk groups, such as High-school-educated employees and High-school-educated young adults, across the countries. The study findings demonstrate the benefits of subgroup analysis in unpacking the complex interplay of characteristics within vaccine-hesitant populations, highlighting the need for customised strategies tailored to each country’s unique profile of vaccine hesitancy.

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Concepts Keywords
Cambodia Adults
Mothers Classes
Philippines Country
Vaccine Educated
Employees
Hesitant
High
Latent
Older
Populations
School
University
Vaccine
Western
Young

Semantics

Type Source Name
disease IDO country
disease MESH COVID 19 pandemic
disease MESH low socioeconomic status
disease MESH psychological distress
disease MESH educational attainment
disease IDO process
disease IDO algorithm
drug DRUGBANK Coenzyme M
disease IDO intervention
disease IDO susceptibility
drug DRUGBANK Serine
drug DRUGBANK Pentaerythritol tetranitrate
disease IDO facility
drug DRUGBANK Trestolone
drug DRUGBANK Medical air
pathway REACTOME Reproduction

Original Article

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