ArticlePloS one2020
Does having a mobile phone matter? Linking phone access among women to health in India: An exploratory analysis of the National Family Health Survey.
Article in PloS one, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers, 2 of them syntheses that pooled it.
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Who cites it
38 citing papers in PubMed, 2 syntheses or guidelines 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
- A Review of the National Family Health Survey Data in Addressing India's Maternal Health Situation.Public health reviews · 2022Pooled it
- A mobile messaging service for families on postnatal knowledge and practices: a cluster randomized trial, India.Bulletin of the World Health Organization · 2025Trial
- Mobile for Mothers mHealth Intervention to Augment Maternal Health Awareness and Behavior of Pregnant Women in Tribal Societies: Randomized Quasi-Controlled Study.JMIR mHealth and uHealth · 2022Trial
- Effects of behavioural interventions on postpartum retention and adherence among women with HIV on lifelong ART: the results of a cluster randomized trial in Kenya (the MOTIVATE trial).Journal of the International AIDS Society · 2022Trial
- Socio-digital stratification and the threshold effects of digital inclusion on maternal health access in Somalia.Global health action · 2026Article
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- "Please speak in Hindi": Cognitive interviews to improve measurement of digital access in North India.PloS one · 2026Article
- Impact of mother's mass media exposure on early childhood development in pakistan: urban vs. rural analysis.BMC public health · 2025Article
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- Development of a Multiuser Interactive Health Response Application (MITHRA) for depression in women from a community-based organisation in India.BJPsych open · 2025Article
- Women's healthcare access: assessing the household, logistic and facility-level barriers in India.BMC health services research · 2025Article
- Can I Interview Her? Gatekeeping in a Telephone Survey of Female Migrants in India.Survey practice · 2025Article
- Access to mobile phone, socio-economic equity and maternal and child healthcare utilization in Rwanda: analysis of demographic and health surveys.Oxford open digital health · 2025Article
- Barriers to Follow-Up of an Abnormal Clinical Breast Examination in Uttar Pradesh, India: A Qualitative Study.JCO global oncology · 2024Article
- mHealth interventions for postpartum family planning in LMICs: A realist review.PLOS global public health · 2024Article
- Impact of the 99DOTS digital adherence technology on tuberculosis treatment outcomes in North India: a pre-post study.BMC infectious diseases · 2023Article
- The use of mass media by mothers and its association with their children's early development: comparison between urban and rural areas.BMC public health · 2023Article
- Article
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7 authors.
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Abstract
backgroundThe disruptive potential of mobile phones in catalyzing development is increasingly being recognized. However, numerous gaps remain in access to phones and their influence on health care utilization. In this cross-sectional study from India, we assess the gaps in women's access to phones, their influencing factors, and their influence on health care utilization.
methodsData drawn from the 2015 National Family Health Survey (NFHS) in India included a national sample of 45,231 women with data on phone access. Survey design weighted estimates of household phone ownership and women's access among different population sub-groups are presented. Multilevel logistic models explored the association of phone access with a wide range of maternal and child health indicators. Blinder-Oaxaca (BO) decomposition is used to decompose the gaps between women with and without phone access in health care utilization into components explained by background characteristics influencing phone access (endowments) and unexplained components (coefficients), potentially attributable to phone access itself.
findingsPhone ownership at the household level was 92·8% (95% CI: 92·6-93·0%), with rural ownership at 91·1% (90·8-91·4%) and urban at 97.1% (96·7-97·3%). Women's access to phones was 47·8% (46·7-48·8%); 41·6% in rural areas (40·5-42·6%) and 62·7% (60·4-64·8%) in urban. Phone access in urban areas was positively associated with skilled birth attendance, postnatal care and use of modern contraceptives and negatively associated with early antenatal care. Phone access was not associated with improvements in utilization indicators in rural settings. Phone access (coefficient components) explained large gaps in the use of modern contraceptives, moderate gaps in postnatal care and early antenatal care, and smaller differences in the use of skilled birth attendance and immunization. For full antenatal car, phone access was associated with reducing gaps in utilization.
interpretationWomen of reproductive age have significantly lower phone access use than the households they belong to and marginalized women have the least phone access. Existing phone access for rural women did not improve their health care utilization but was associated with greater utilization for urban women. Without addressing these biases, digital health programs may be at risk of worsening existing health inequities.
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