Evidence map›Paper›PMID 42876493›Full record

Observational studyFrontiers in public health2026

Strengthening Migrant Access to Reproductive Healthcare in Thailand: observation of fixed and outreach service-based models of antenatal care for Karen and Myanmar migrants in Thailand, 2021-2024.

Rose McGready, May Mon Mon Theint, Jasper Ko Ko Aung, Nan San Wai, Prapatsorn Misa, Surirat Surina, Nay Win Tun, Aung Myat Min, Mary Ellen Gilder, Taco Jan Prins and 6 more

Abstract readObservational Study
In one paragraph

Observational study in Frontiers in 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
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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

16 authors.

Rose McGreadyShoklo Malaria Research Unit, Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Mae Ramat, Thailand.
May Mon Mon TheintShoklo Malaria Research Unit, Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Mae Ramat, Thailand.
Jasper Ko Ko AungShoklo Malaria Research Unit, Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Mae Ramat, Thailand.
Nan San WaiShoklo Malaria Research Unit, Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Mae Ramat, Thailand.
Prapatsorn MisaShoklo Malaria Research Unit, Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Mae Ramat, Thailand.
Surirat SurinaShoklo Malaria Research Unit, Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Mae Ramat, Thailand.
Nay Win TunShoklo Malaria Research Unit, Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Mae Ramat, Thailand.
Aung Myat MinShoklo Malaria Research Unit, Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Mae Ramat, Thailand.
Mary Ellen GilderShoklo Malaria Research Unit, Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Mae Ramat, Thailand.
Taco Jan PrinsDepartment of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.
Myo Chit MinShoklo Malaria Research Unit, Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Mae Ramat, Thailand.
Kevin Jung-Yuan LeeShoklo Malaria Research Unit, Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Mae Ramat, Thailand.
Waraporn PimpasornTak Public Health Office, Ministry of Public Health, Tak, Thailand.
Boonrid WongchawengsupDivision of Public Health, Tak Provincial Administrative Organization, Ministry of Interior, Tak, Thailand.
Ahmar HashmiDepartment of Nutrition Sciences and Health Behavior, School of Health Professions, University of Texas Medical Branch, Galveston, TX, United States.
François H NostenShoklo Malaria Research Unit, Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Mae Ramat, Thailand.

Funding

Wellcome Trust
6 · The paper itself

Abstract

Background: Evidence to guide reproductive healthcare provision for undocumented migrants is limited. This study reports on the Strengthening Migrant Access to Reproductive Healthcare in Thailand (SMARH-T) initiative. Methods: This prospective observational study presents indicators of antenatal care (ANC), birth outcomes, and contraceptive uptake classified by the clinic of registration- standard (fixed clinic) or intervention (outreach clinic) -over a 3.5-year period from March 2021 to August 2024, including the initial 6-month pilot phase. Results: In total, 5,391 pregnant women (2,649 fixed and 2,742 outreach) registered over the 3.5 years, with the outreach team averaging 31 site visits per month. Seven of the nine WHO framework indicators for a positive pregnancy experience were reported for the two service-based models of antenatal care (ANC): the standard fixed clinic model and a new outreach model. Among women who delivered (2,280 fixed, 2,148 outreach), five of the seven indicators improved. The most improved measure by proportional increase from year one (baseline) to three, were eight ANC contacts (107.6% fixed, 81.7% outreach) and first ANC contact at <12 weeks (43.2% fixed, 31.0% outreach). First ANC contact at <12 weeks was the lowest-performing indicator overall (<30% of women). In contrast, syphilis screening, blood pressure monitoring, and fetal heartbeat measurement achieved >97.5% among all women. Homebirth without a skilled birth attendant was 2-fold higher in the outreach group (11.6% outreach, 5.3% fixed). Within 100 days of birth, 58.6% of women (1,945 of 3,318) opted for contraception; of these, the majority chose an implant (1,305 of 1,945, 67.1%), mostly (860 of 1,305, 65.9%) within 7 days postpartum. Completion of the 4-component delivery package (≥2 tetanus vaccinations, skilled birth attendance, health insurance and contraception within 100 days of birth) was achieved by 48.6% of women in total, with a greater proportional increase (year one to three) in the outreach group, including for health insurance. There were three maternal deaths (giving a maternal mortality ratio of 91 [95%CI: 31-267] per 100,000 live births [3 of 3,290]) and the maternal near-miss rate was 33 per 1,000 live births (95% CI: 28-40; 110 of 3,290), primarily due to postpartum hemorrhage. Conclusion: In total, five of seven quality indicators of care defined by the WHO framework for a positive pregnancy experience improved, with the outreach model of care nearly meeting the standards achieved by the fixed model. While the outreach model performed well, its sustainability remains a significant concern.

Indexed as

Health Services AccessibilityPrenatal CareReproductive Health ServicesTransients and MigrantsAdultFemaleHumansMyanmarPregnancyProspective StudiesThailandYoung Adultaccess to healthcareantenatal carecontraceptionhealth insurancemidwiferymigrantsnear-miss maternal mortalityoutreach

Identifiers

PMID42876493
PMCPMC13661194

What OpenQuestion holds

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Registered trials

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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.