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.

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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

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article

Digital Governance at the Street Level: A Mixed-Methods Study of Systemic Resilience and ‘Human-in-the-Loop’ Telemedicine in Rural Thailand

Chitralada Chaiya, Nathachon Tarnthong
International Journal of Environmental Research and Public Health
Telemedicine and Telehealth Implementation
article

Digital Governance at the Street Level: A Mixed-Methods Study of Systemic Resilience and ‘Human-in-the-Loop’ Telemedicine in Rural Thailand

Chitralada Chaiya, Nathachon Tarnthong
article en

Abstract

> 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.

International Journal of Environmental Research and Public HealthVol. 23(4)
Mahasarakham University (TH)
Mahasarakham University
Openalex Percentile: Top 24%
Telemedicine and Telehealth Implementation
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