ArticlePloS one2019
"I can't read and don't understand": Health literacy and health messaging about folic acid for neural tube defect prevention in a migrant population on the Myanmar-Thailand border.
Article in PloS one, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
31 citing papers in PubMed, 1 synthesis or guideline pooled it, 57 citations in OpenAlex.
- How do socioeconomic determinants of health affect the likelihood of living with HTLV-1 globally? A systematic review with meta-analysis.Frontiers in public health · 2024Pooled it
- Mapping the extent and nature of research examining health literacy and ethnic inequalities in maternity care: a scoping review.BMC health services research · 2026Article
- A mixed-methods evaluation of outreach service provision by the "Strengthening Migrant Access to Reproductive Health in Thailand" Initiative, 2020-2024.Frontiers in global women's health · 2026Article
- Cohort Profile: the SMRU Refugee and Migrant Pregnancy Study in Western Thailand and Eastern Myanmar.Wellcome open research · 2026Article
- 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.Frontiers in public health · 2026Observational
- Health literacy of pregnant women and its association with methyl-group donor intake and folic acid supplementation: a cross-sectional study.BMC public health · 2025Article
- Predictors of Neonatal Jaundice Admissions: A Comparative Study Between Thai and Myanmar Mothers Residing in Thailand.Journal of multidisciplinary healthcare · 2025Article
- A Multilevel Analysis of the Association Between Quality of Antenatal Care and Folic Acid Supplementation During Pregnancy Among Guatemalan Women.Global health, epidemiology and genomics · 2025Article
- Migrant women's experience of antenatal care in an urban and rural setting in north and North-West Thailand: A cross sectional survey.Journal of migration and health · 2025Article
- Community engagement to develop a dialogue-drama on adolescent pregnancy in a marginalised migrant population on the Thailand-Myanmar border: an ethnographic approach to participatory action research.Global health action · 2024Article
- Experiences of Low-Income Indonesian Pregnant Women Regarding the Challenges of Receiving Health Services: A Qualitative Content Analysis.International journal of community based nursing and midwifery · 2024Article
- Myanmar immigrant women's perceptions, beliefs, and information-seeking behaviors with nutrition and food practices during pregnancy in Thailand: a qualitative study.International journal for equity in health · 2024Article
- Investigating the relationship between health literacy and preconceptual care components during the first 14 weeks of pregnancy: a cross-sectional study.BMC primary care · 2024Article
- Participatory Development and Assessment of Audio-Delivered Interventions and Written Material and Their Impact on the Perception, Knowledge, and Attitudes Toward Leprosy in Nigeria: Protocol for a Cluster Randomized Controlled Trial.JMIR research protocols · 2024Article
- Assessing the basic knowledge and awareness of dengue fever prevention among migrant workers in Klang Valley, Malaysia.PloS one · 2024Article
- Exploring the impact of health literacy on pregnant women from ethnic minority groups: A scoping review.PloS one · 2024Article
- Article
- Fever and health-seeking behaviour among migrants living along the Thai-Myanmar border: a mixed-methods study.BMC infectious diseases · 2023Article
- Pregnant Women's Experiences with Midwifery-Led Antenatal Care Services in Peri-Urban Communities in Karachi, Pakistan.Patient related outcome measures · 2023Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Health literacy is increasingly recognized as an important determinant of health outcomes, but definition, measurement tools, and interventions are lacking. Conceptual frameworks must include both individual and health-systems domains which, in combination, determine an individual's health literacy. Validated tools lack applicability in marginalized populations with very low educational levels, such as migrant worker communities on the Myanmar-Thailand border. We undertake a comprehensive health literacy assessment following a case study of a recent public health campaign promoting preconceptual folic acid uptake in this community. A mixed-methods design utilized quantitative analysis of the prevalence and predictors of low Health literacy, and focus group discussions to gather qualitative data from women about proposed and actual posters used in the campaign. Health literacy was measured with a locally developed tool that has been used in surveys of the population since 1995. Health literacy was low, with 194/525 (37.0%) of tested women demonstrating adequate health literacy, despite 63.1% (331/525) self-reporting being literate. Only one third of women had completed 4th grade or above and reported grade level attained in school was more predictive of health literacy than self-reported literacy. Focus group discussions revealed that low literacy, preconceived associations, and traditional health beliefs (individual domain) interacted with complex images, subtle concepts, and taboo images on posters (health-systems domain) to cause widespread misunderstandings of the visuals used in the campaign. The final poster still required explanation for clarity. Low health literacy is prevalent among pregnant women from this migrant community and barriers to communication are significant and complex. Public health posters need piloting prior to implementation as unanticipated misperceptions are common and difficult to overcome. Verbal communication remains a key method of messaging with individuals of low health literacy and educational system strengthening and audiovisual messaging are critical for improvement of health outcomes.
Indexed as
Identifiers
What OpenQuestion holds
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 OpenQuestion graph.