ArticleNPJ digital medicine2025
Caregiver perceptions of healthcare barriers across traditional and digital contexts: a mixed-methods analysis.
Article in NPJ digital medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
3 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Optimization strategies for care‑giving behaviors of family caregivers for patients with enterostomy: An evidence summary.PloS one · 2026Pooled it
- Perceived barriers to primary healthcare access in a violence-affected community in Rio de Janeiro, Brazil: sociodemographic characteristics and self-reported health.BMJ public health · 2026Article
- Three-phase development of the health capital questionnaire: a mixed methods operationalization study.Frontiers in public health · 2026Article
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14 authors.
Funding
Abstract
As digital health expanded during COVID-19, understanding how caregivers perceive differences between traditional and digital care became critical. In a purposive sample of female caregivers of school-age children with elevated mental health symptoms (n = 47), we used a convergent mixed-methods design to compare reported experiences across modalities. Thematic analysis revealed that participants described different barrier patterns: financial concerns were reported in both contexts, but with different characteristics (insurance/copays vs. device/subscription costs). Participants reported distinct digital challenges, relational connection loss, digital literacy gaps, and privacy concerns, while facilitators also differed. Traditional care narratives emphasized interpersonal support, while digital care highlighted accessibility and personalization. Social identity intersections were referenced more frequently in traditional care narratives, though demographic correlations suggested continued relevance in digital contexts. These pandemic-era findings from female caregivers generate hypotheses for designing inclusive digital health approaches and highlight areas for longitudinal research tracking actual transitions between care modalities.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.