Mobile App Use and Pregnancy Health Literacy: Cross-Sectional Study Using Bayesian Network Analysis - Report - MDSpire

Utilization of Mobile Applications and Health Literacy During Pregnancy: A Cross-Sectional Analysis Employing Bayesian Network Techniques

  • By

  • Hanne A A Spelt

  • Renée A Otte

  • Ad J M Denissen

  • Shihan Wang

  • Erin E O'Connor

  • Robin Neuhaus

  • Lucie Duracher

  • July 20, 2026

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Clinical Report: Utilization of Mobile Applications and Health Literacy During Pregnancy

Background

Health literacy is crucial for pregnant women to make informed health decisions, yet 15%-44% of this population exhibits low health literacy. This deficiency can lead to delayed prenatal care and poor health behaviors, contributing to health disparities. Digital interventions, particularly mobile applications, may offer a solution by providing accessible and personalized health education.

Data Highlights

Health literacy is a significant determinant of health outcomes for pregnant women, with low health literacy affecting 15%-44% of this population.

Key Findings

  • Health literacy is a significant determinant of health outcomes for pregnant women.
  • Low health literacy is prevalent among pregnant women, affecting 15%-44% of this population.
  • Emotional factors and social support influence health literacy and engagement with health information.
  • Many pregnancy apps lack scientific validation and personalization, which may limit their effectiveness.

Clinical Implications

Healthcare providers should consider integrating mobile applications into prenatal care to enhance health literacy among pregnant women. Addressing emotional and social support factors may improve engagement with these digital tools.

Conclusion

Mobile applications present a promising avenue for improving health literacy during pregnancy, though further exploration of their psychological and cognitive impacts is needed.

Related Resources & Content

  1. Frontiers in Digital Health, 2026 -- Development, feasibility testing and evaluation of a family-oriented mobile application to promote healthy lifestyle in infants and parents during early life: a mixed methods study
  2. Journal of Medical Internet Research (JMIR), 2026 -- Use of the Online Portal “Embryotox” in Routine Health Care: Mixed Methods Study
  3. Journal of Medical Internet Research (JMIR), 2026 -- Impact of Telemedicine-Enhanced Integrated Management of Gestational Diabetes on Pregnancy Outcomes and Glycemic Control: Real-World Study Using TangMama App
  4. Frontiers in Digital Health, 2026 -- Digital Resources and Interactive Multimedia Tools for Breastfeeding Promotion and Support: A Scoping Review
  5. ACOG, 2025 -- Ethical Considerations With Telehealth in Obstetrics and Gynecology
  6. WHO, 2025 -- SMART Guidelines
  7. CDC, 2025 -- U.S. Department of Health and Human Services 2025 Plain Writing Act Compliance Report Request for Information
  8. Ethical Considerations With Telehealth in Obstetrics and Gynecology | ACOG
  9. SMART Guidelines
  10. U.S. Department of Health and Human Services 2025 Plain Writing Act Compliance Report Request for Information
  11. Adaptive Mobile Health Intervention to Reduce Excess Gestational Weight Gain: A Cluster-Randomized Clinical Trial - PMC
  12. Frontiers | Enhancing patient knowledge and behaviour through digital health communication: a systematic review and random-effects meta-analysis of mobile, web-based, social media, telehealth, and AI-enabled interventions
  13. Effectiveness of mobile health applications with behaviour change techniques in improving maternal health outcomes: a systematic review | BMC Public Health | Springer Nature Link
  14. Effect of empowerment interventions on health literacy and health behaviors of pregnant women: A systematic review and meta-analysis - ScienceDirect

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