ArticlePloS one2022
How do traditional media access and mobile phone use affect maternal healthcare service use in Bangladesh? Moderated mediation effects of socioeconomic factors.
Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.
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10 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Effectiveness of mobile technology and utilization of maternal and neonatal healthcare in low and middle-income countries (LMICs): a systematic review.BMC women's health · 2023Pooled it
- Socio-digital stratification and the threshold effects of digital inclusion on maternal health access in Somalia.Global health action · 2026Article
- Comprehensive Immunisation Among Children Aged 12-23 Months in India-A Multilevel Modelling Analysis From the National Family Health Survey (2015-21).Public health challenges · 2026Article
- Maternal Healthcare Service Utilization in Bangladesh: A Cross-Sectional Study of Determinants and Temporal Trends Using BDHS 2011-2022.Health science reports · 2026Article
- Determinants of care-seeking for ARI/Pneumonia-like symptoms among under-2 children in urban slums in and around Dhaka City, Bangladesh.Scientific reports · 2025Article
- Maternal media exposure and child anthropometric failures across 40 low- and middle-income countries.SSM - population health · 2025Article
- Article
- Article
- Role of internet use, mobile phone, media exposure and domestic migration on reproductive health service use in Bangladeshi married adolescents and young women.PLOS global public health · 2024Article
- Determinants of partial and adequate maternal health services utilization in Nigeria: analysis of cross-sectional survey.BMC pregnancy and childbirth · 2023Article
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Abstract
backgroundExposure to traditional media (TV, radio, and newspapers) and the use of mobile as an interpersonal communication tool allow for a variety of information provision. The purpose of this study is to investigate how women's media and mobile access affect maternal health service (MHS) utilization. The study also aims to look into the moderated mediation effects of socioeconomic variables on the association mentioned above.
methodsThe study analyzed reproductive and media data of 5,011 ever-married women extracted from the latest nationally representative Bangladesh Demographic and Health Survey. Hierarchical logistic regression and moderated mediation analysis are performed to determine the association.
resultsOnly 26.9% of women used mobile for health service use, while more than 55% had media access. Media access is significantly associated with all three types of MHS use; mobile usage also has a significant association with antenatal and delivery care. When women have both access to media and mobile, the likelihood of delivering in a health facility increased by 1.82 times (AOR: 1.82, 95%CI: 1.51, 2.20) which is slightly better than having access to only one type of media channel. Women's education, household wealth, place of residence, religion, and current working status are among the socioeconomic factors associated with access to media and mobile. Women's education mediates the relationship of media and MHS; however, the mediation effect of women (β: .45; LLCI: .21, ULCI: .68) on the association of media and place of delivery is seen to be moderated by household wealth. Women who belong to well-off families moderates positively (Effect: .33, 95%CI: .27, .40) the education effect of media and where to deliver. Place of residence, another moderator, significantly moderates (Effect: .09, BootLLCI: .02, BootULCI: .16) the mediation effect of women's education on the association of media and antenatal care visits; women living in urban areas seems to have positively moderated the education effects on the mentioned association.
conclusionsProvision of media access and mobile use indicate better utilization of MHS in Bangladesh, and women's education mediates these relationships via the influence of household wealth and area of residence. Therefore, while planning interventions to increase MHS use, its relationships with the media and mobile use should be extrapolated. The collective use of these channels could be a catalyst for the success of health promotion initiatives to improve women's health behaviors, build community capacity, and create mass awareness that supports the optimal use of MHS in Bangladesh.
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