A computational text analysis of recent African digital health strategies and their attention to vulnerable populations
Clinical Snapshot
PICO Framework
| P — Population | African national digital health strategy documents (13 countries) |
| I — Intervention | Computational text analysis examining references to vulnerable populations |
| C — Comparator | Not applicable (descriptive analysis) |
| O — Outcomes | Frequency and context of references to women, children, and elderly populations; identification of equity measures and inclusion strategies |
Bottom Line
This computational analysis of 13 African digital health strategies reveals that while these policies focus on infrastructure and system strengthening, they inadequately address the needs of vulnerable populations including women, children, and elderly. The study highlights a critical gap in digital health equity planning that could exacerbate existing health disparities. However, the analysis lacks methodological detail and specific evidence presentation, limiting confidence in findings. For Australian practitioners involved in international health partnerships or Indigenous digital health initiatives, this research underscores the importance of embedding explicit equity measures and meaningful community participation in digital health strategy development. The findings suggest that technical infrastructure development alone is insufficient without deliberate inclusion of vulnerable populations in digital health planning.
Key Findings
Effect Size: Not applicable (qualitative descriptive study)
Primary Outcome: Most strategies focus on broad systemic goals with limited specific attention to vulnerable populations
Nnt Or Sensitivity: References to women and children present but often indirect; elderly populations rarely mentioned
Clinical Application
Findings applicable to policy development but require local adaptation and stakeholder engagement Limited direct relevance to Australian practice; may inform international development partnerships and Indigenous health digital strategies Health policy makers, digital health implementers, and public health practitioners in African countries
Abstract
BACKGROUND: Digital health offers opportunities to transform healthcare systems and improve access to care, particularly in low- and middle-income countries. However, there is concern that national digital health strategies may inadequately address the needs of vulnerable populations, risking the reinforcement of existing health inequalities. OBJECTIVE: This study investigates the extent to which recent African national digital health strategies consider and prioritize vulnerable populations particularly at risk of digital exclusion (women, children and the elderly). METHODS: We conducted a computational text analysis of 13 recent national digital health strategy documents from African countries to identify major topical priorities within the strategies and to systematically assess the frequency and context of references to vulnerable populations. RESULTS: Most strategies focus on broad goals such as health system strengthening, infrastructure development, and stakeholder coordination. While there are mentions of women and children, these references are often indirect and not accompanied by concrete plans or dedicated actions. References to the elderly are especially rare. Few strategies include specific measures to ensure digital inclusion or equity for these vulnerable populations. CONCLUSIONS: Recent African digital health strategies currently prioritize systemic and infrastructural development, but the needs of vulnerable populations are often overlooked or superficially addressed. To prevent the digital divide from widening, national strategies should embed explicit equity targets, actionable plans, and mechanisms for meaningful inclusion and participation of all population groups.
References
- 1.Zajac, K., Peters, L., & Kolbe, L. M. (2026). A computational text analysis of recent African digital health strategies and their attention to vulnerable populations. PLoS One. https://doi.org/10.1371/journal.pone.0348593
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