Evidence mapPaperPMID 42157808Full record

ArticleFrontiers in clinical diabetes and healthcare2026

The 5-C model of digital health accompaniment: empowering women through a gestational diabetes self-care intervention in Vietnam.

Tine M Gammeltoft, Thị Kim Dung Vũ, Ngọc-Anh Thị Đạng, Thị Minh Phương Nguyễn, Ái T Nguyễn, Ib C Bygbjerg

Registry-linked trialAbstract read
In one paragraph

Article in Frontiers in clinical diabetes and healthcare, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05744856 (Living Together With Chronic Disease), which is not on this map. Not yet cited in PubMed.

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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.

NCT05744856 nacompletednot on this map

Living Together With Chronic Disease: Informal Support for Diabetes Management in Vietnam (VALID) - Gestational Diabetes in Vietnam - Phase II

TypeinterventionalSponsorThai Binh University of Medicine and PharmacyRan2023 to 2025Enrolled435ConditionsGDMArmsSelf-care with informal support
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

6 authors.

Tine M GammeltoftDepartment of Anthropology, University of Copenhagen, Copenhagen, Denmark.
Thị Kim Dung VũFaculty of Public Health, Thai Binh University of Medicine and Pharmacy, Hưng Yên, Vietnam.
Ngọc-Anh Thị ĐạngFaculty of Public Health, Thai Binh University of Medicine and Pharmacy, Hưng Yên, Vietnam.
Thị Minh Phương NguyễnFaculty of Public Health, Thai Binh University of Medicine and Pharmacy, Hưng Yên, Vietnam.
Ái T NguyễnFaculty of Public Health, Thai Binh University of Medicine and Pharmacy, Hưng Yên, Vietnam.
Ib C BygbjergDepartment of Public Health, Global Health Section, University of Copenhagen, Copenhagen, Denmark.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Globally, gestational diabetes mellitus (GDM) is a growing health problem. When diagnosed with GDM, women often lack adequate health systems and social support, finding themselves alone at the frontier of epidemiological change. This ethnographic study investigated experiences of GDM and self-care practices among women in Vietnam, with a particular focus on the significance of an online intervention for women's self-care agency. Methods: Ethnographic data from in-depth interviews with 42 women with GDM living in the Red River delta of northern Vietnam were analyzed. The research was conducted in two phases. In the first phase, women with GDM received standard care, while women in the second phase participated in a digital pregnancy care intervention combining peer- and professional support. Ethnographic data from both phases were systematically coded, analyzed, and compared. Results: The study found that the intervention achieved its impact through Conclusions: For many women worldwide, pregnancy is an emotionally intense period marked by high stakes and anxious expectations. When GDM is diagnosed, uncertainties tend to intensify. In this context, our findings suggest that digital interventions can serve not merely as tools for health education or monitoring, but as infrastructures of accompaniment that strengthen women's self-care, while also enabling them to mobilize family members' attention and support. We argue that such accompaniment represents an important source of reproductive empowerment that warrants greater attention in research, policy, and practice, holding potential to contribute to health system strengthening. Clinical trial registration: https://anthropology.ku.dk/research/research-projects/current-projects/_living-together-with-chronic-disease-part-ii/, identifier NCT05744856.

Indexed as

accompanimentdigital healthempowermentgestational diabetespregnancyself-careVietnam

Identifiers

PMID42157808
PMCPMC13180537

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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 Socratic graph.