Digital Governance at the Street Level: A Mixed-Methods Study of Systemic Resilience and ‘Human-in-the-Loop’ Telemedicine in Rural Thailand
> 0.05), highlighting a 'Low-Tech, High-Touch' paradox. Qualitative analysis elucidated this through the "Human-in-the-Loop" mechanism, where Village Health Volunteers (VHVs) and healthcare providers bridge the digital divide. However, the study identifies an "invisible workload"-non-formalized discretionary effort-that sustains this resilience. Findings suggest that rural digital health governance should prioritize human intermediaries and pragmatic utility over purely technical upgrades. The study concludes that long-term sustainability requires institutionalizing human support networks while mitigating the exploitation of healthcare personnel's goodwill.
Authors
- Chitralada Chaiya (ORCID: https://orcid.org/0000-0002-7816-9151)
- Nathachon Tarnthong
Institutions
- Mahasarakham University (TH)
Publication Details
- Journal
- International Journal of Environmental Research and Public Health
- Published
- 2026-04-13
- DOI
- https://doi.org/10.3390/ijerph23040490
- Primary Topic
- Telemedicine and Telehealth Implementation
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Mahasarakham University