# COVID-19 Information Sources and Vaccination Status Among Californian Adults by Generation Using the 2022 California Health Interview Survey: Cross-Sectional Study

**Authors:** Julia Forest Zabala, Melissa Sablik, Gina R Finical, Victoria F Keeton, Janice F Bell

PMC · DOI: 10.2196/85904 · JMIR Public Health and Surveillance · 2026-02-17

## TL;DR

This study explores how Californian adults' preferred sources of COVID-19 information relate to their vaccination status, finding that traditional media is linked to higher vaccination rates.

## Contribution

The study introduces a population-based analysis of how information source preferences and generational differences influence vaccination status during the pandemic.

## Key findings

- Relying on word of mouth, social media, or doctors for information was associated with lower odds of vaccination compared to traditional news media.
- Each additional information source increased vaccination odds by 9%, indicating a dose-response relationship.
- Social media was linked to lower vaccination odds for Generation X, baby boomers, and the Silent Generation compared to traditional news media.

## Abstract

As communication technology advances and the digital divide grows, a deeper understanding of the influence of different information sources on vaccine uptake by generations can inform targeted public health interventions in times of future crisis. While the COVID-19 pandemic highlighted the role of media sources on the decision to receive vaccines, no studies have focused on the impact of the type and number of information sources in a population-based sample in California.

In this study, we examined associations between Californians’ self-reported most relied upon COVID-19 information sources, categorized by type and measured as a count, and their COVID-19 vaccination status using data collected from the 2022 California Health Interview Survey. To address differences in information preferences and vaccine uptake by age, we also tested for potential effect modification of the relationship between relied upon COVID-19 information sources and vaccination status by generational membership (eg, Generation Z, millennials, Generation X, baby boomers, and Silent Generation).

We conducted a secondary analysis of cross-sectional data from the 2022 California Health Interview Survey. Vaccine status (any or none) was modeled as a function of information sources (or count) controlling for important sociodemographic and health confounding variables. Interaction terms of information sources (or count) by generational status were added to the models to test effect modification, and if significant, the models were stratified by generation. All analysis was survey-weighted to account for the complex survey sampling design.

Compared to relying on traditional news media for COVID-19 information, relying on word of mouth (odds ratio [OR] 0.6), social media (OR 0.62), and doctors (OR 0.41) for COVID-19 information was associated with lower odds of being vaccinated for COVID-19. A dose-response relationship was identified, with each additional information source associated with 9% higher odds of being vaccinated for COVID-19. In stratified models, social media, compared to traditional news media, was associated with lower odds of vaccination for Generation X, baby boomers, and the Silent Generation.

Health information preferences, especially for traditional news media, are associated with COVID-19 vaccine uptake, and the information sources differ by generation. These findings provide information for stakeholders interested in vaccine hesitancy, health informatics, messaging strategies, health literacy, and future health information outreach programs during epidemics or pandemics. Dissemination of public health information should include multiple information sources to reach all individual preferences across different generations.

## Linked entities

- **Diseases:** COVID-19 (MONDO:0100096)

## Full-text entities

- **Diseases:** CHIS (MESH:D004670), COVID-19 (MESH:D000086382), measles (MESH:D008457), hepatitis B virus (MESH:D006509), autism (MESH:D001321), mumps, and rubella (MESH:D009107)
- **Species:** Enterovirus C (no rank) [taxon 138950], Homo sapiens (human, species) [taxon 9606], Human papillomavirus (species) [taxon 10566]

## Full text

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## References

26 references — full list in the complete paper: https://tomesphere.com/paper/PMC12912651/full.md

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Source: https://tomesphere.com/paper/PMC12912651