Evidence map›Paper›PMID 42074429›Full record

ArticleInternational journal of environmental research and public health2026

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

Nathachon Tarnthong, Chitralada Chaiya

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Nathachon TarnthongCollege of Politics and Governance, Mahasarakham University, Kantharawichai District, Mahasarakham 44150, Thailand.
Chitralada ChaiyaCollege of Politics and Governance, Mahasarakham University, Kantharawichai District, Mahasarakham 44150, Thailand.ORCID 0000-0002-7816-9151

Funding

Mahasarakham University N/A
6 · The paper itself

Abstract

While telemedicine has proliferated globally, its sustainable implementation in resource-constrained settings remains understudied. This study evaluates the efficacy, determinants of patient satisfaction, and systemic resilience of a "Home Ward" model at a rural Thai community hospital. Employing a convergent mixed-methods design, we surveyed 51 participants and conducted in-depth interviews with service users (

Indexed as

Patient SatisfactionTelemedicineAdultDigital HealthFemaleHumansMaleMiddle AgedRural PopulationThailandhome wardhuman-in-the-loopmixed methodsrural healthcareservice co-productionsocial sustainabilitytelemedicineThailand

Identifiers

PMID42074429
PMCPMC13116174

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.