Latent profile analysis of digital health literacy among community-dwelling older adults and its influencing factors - Report - MDSpire

Latent profile analysis of digital health literacy among community-dwelling older adults and its influencing factors

  • By

  • Bailiang Wu

  • Chunyan Jin

  • Jin Zheng

  • June 12, 2026

  • 0 min

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Clinical Report: Analysis of Latent Profiles in Digital Health Literacy Among Older Adults

Overview

This study identifies distinct latent profiles of digital health literacy among older adults in China, revealing significant heterogeneity in their digital health capabilities. Understanding these profiles can inform targeted interventions to bridge the digital divide and improve health outcomes for this population.

Background

Digital health literacy is crucial for older adults, as it enables them to access and utilize health information effectively in an increasingly digital healthcare landscape. However, many older adults face barriers that hinder their digital engagement, leading to health disparities. Addressing these barriers through targeted interventions is essential for promoting healthy aging and equitable access to health resources.

Data Highlights

No numerical data or trial data was provided in the source material.

Key Findings

  • Older adults exhibit significant heterogeneity in digital health literacy, which is often overlooked in existing studies.
  • Factors influencing digital health literacy include demographic characteristics, health-related factors, and psychosocial elements.
  • Low digital health literacy is associated with increased anxiety and adverse health outcomes among older adults.
  • Latent profile analysis can effectively identify subgroups of older adults with similar digital health literacy patterns.
  • Targeted interventions are necessary to address the specific needs of different subgroups to reduce health inequalities.

Clinical Implications

Healthcare providers should recognize the diverse digital health literacy levels among older adults and tailor their approaches accordingly. Implementing targeted training and support can enhance older adults' engagement with digital health resources, ultimately improving their health outcomes.

Conclusion

The identification of latent profiles in digital health literacy among older adults highlights the need for personalized interventions to address the digital divide. Such efforts are critical for ensuring equitable access to digital health services and promoting healthy aging.

Related Resources & Content

  1. Journal of Medical Internet Research (JMIR), 2026 -- Development of a Digital Health Literacy Assessment Framework for Older Adults: Delphi-Based Study
  2. Journal of Medical Internet Research (JMIR), 2026 -- Digital Health Literacy, Technology Acceptance, and Competence Among Older Adults Aged ≥65 Years: Cross-Sectional Study Investigating Differences Between Women and Men
  3. Frontiers in Psychiatry, 2026 -- Latent profile analysis of depressive symptoms among Chinese older adults with disabilities and associated factors
  4. DIGITAL HEALTH, 2026 -- Digital health literacy among urban community-dwelling older adults in China: Current status and determinants
  5. American Geriatrics Society Position Statement: Telehealth Policy for Older Adults - PubMed, 2025
  6. The level of electronic health literacy among older adults: a systematic review and meta-analysis - PMC, 2024
  7. Everyday Digital Support to Promote Health and Literacy Among Older Adults: 14-Week Randomized Digital Pilot Trial by Engagement Level - PMC, 2024
  8. American Geriatrics Society Position Statement: Telehealth Policy for Older Adults - PubMed
  9. The level of electronic health literacy among older adults: a systematic review and meta-analysis - PMC
  10. Everyday Digital Support to Promote Health and Literacy Among Older Adults: 14-Week Randomized Digital Pilot Trial by Engagement Level - PMC

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