SynthesisBMJ open2022
Effects of mHealth on the psychosocial health of pregnant women and mothers: a systematic review.
Synthesis in BMJ open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers, 5 of them syntheses 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, 5 syntheses or guidelines pooled it, 53 citations in OpenAlex.
- Pooled it
- Effectiveness of mobile health applications with behaviour change techniques in improving maternal health outcomes: a systematic review.BMC public health · 2026Pooled it
- Digital Health Interventions for Perinatal Depression in Diverse Cultural Contexts: a Systematic Review.Current psychiatry reports · 2025Pooled it
- The impact of mobile health interventions on maternal-neonatal outcomes in women with gestational diabetes mellitus: a systematic review and meta-analysis.Frontiers in endocrinology · 2025Pooled it
- Digital Parenting Interventions for Fathers of Infants From Conception to the Age of 12 Months: Systematic Review of Mixed Methods Studies.Journal of medical Internet research · 2023Pooled it
- Effect of a Pragmatic eHealth Behavioral Gestational Weight Gain Intervention on Household Chaos in Pregnant People of Lower Socioeconomic Status: Randomized Controlled Trial.JMIR mental health · 2026Trial
- Long-term effects of mHealth consultation services on postpartum depressive symptoms and the mediating role of loneliness: A follow-up study of a randomized controlled trial.Psychological medicine · 2025Trial
- Effectiveness of mHealth consultation services for preventing postpartum depressive symptoms: a randomized clinical trial.BMC medicine · 2023Trial
- Validating DigiHEALTHQUAL for measuring digital health effects on service quality in outpatient care in Germany.NPJ digital medicine · 2026Article
- Empowering expecting mothers: a qualitative exploration of perceived needs and preferences of pregnant women towards educational resources of perinatal mhealth apps.BMC pregnancy and childbirth · 2026Article
- Duration of virtual maternity program engagement and neonatal outcomes: A multistate retrospective cohort study.Pregnancy (Hoboken, N.J.) · 2026Article
- The effect of mobile applications used during pregnancy on prenatal distress and attachment.BMC pregnancy and childbirth · 2026Article
- mHealth apps for maternal mental well-being among pregnant and postpartum women: a systematic review.mHealth · 2026Review
- Maternal mHealth usability strengthened by trust, governance, and navigation.Frontiers in digital health · 2026Article
- Gestational Diabetes Mellitus: Efficacy of Non-Pharmacological Interventions for Management and Prevention.Healthcare (Basel, Switzerland) · 2025Review
- Mobile Health Adoption in High-Risk Pregnancies Using Cluster Analysis of Biopsychosocial Outcomes: Observational Longitudinal Cohort Study.JMIR human factors · 2025Observational
- Service Quality Assessment of Digital Health Solutions in Outpatient Care: Qualitative Item Repository Development Study.JMIR formative research · 2025Article
- Child abuse and experiences of discrimination are linked to fear of childbirth among younger patients in the US: a cohort study.BMC pregnancy and childbirth · 2025Article
- Maternal health education and social support needs across the perinatal continuum of care: a thematic analysis of interviews with postpartum women in Punjab, India.BMC pregnancy and childbirth · 2025Article
- Preuse Acceptance of a Family-Centered, Need-Based, and Interprofessional Perinatal Care Mobile Health Intervention: Exploratory Study.JMIR human factors · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveTo investigate the roles of mobile health, or mHealth, in the psychosocial health of pregnant women and mothers.
methodsA systematic search was conducted in databases and grey literature including MEDLINE, Web of Science, CINAHL, PsycINFO, PsycARTICLES, Academic Search Complete, SocINDEX, Central Register of Controlled Trials, The Database of Abstracts of Reviews of Effects, NHS Economic Evaluation Database, Health Technology Assessment, UNICEF and WHO databases. Two searches were conducted to include original research articles published in English until 15 November 2021. Several tools were used to assess the risk of bias: revised Cochrane risk of bias tool for randomised trials, Risk of Bias in Non-randomized Studies of Interventions, National Heart, Lung, and Blood Institute quality assessment tool for cohort and cross-sectional studies, Critical Appraisal Skills Program checklist for qualitative studies and Mixed Methods Appraisal Tool for mixed-methods studies. Certainty of evidence was assessed using Grading of Recommendations Assessment, Development and Evaluation approach. Due to the high heterogeneity and variability of the included studies, data synthesis was conducted narratively.
results44 studies were included among 11 999 identified articles. Most studies reported mixed findings on the roles of mHealth interventions in the psychosocial health of pregnant women and mothers; mHealth improved self-management, acceptance of pregnancy/motherhood and social support, while mixed results were observed for anxiety and depressive symptoms, perceived stress, mental well-being, coping and self-efficacy. Furthermore, pregnant women and mothers from vulnerable populations benefited from the use of mHealth to improve their psychosocial health.
conclusionsThe findings suggest that mHealth has the potential to improve self-management, acceptance of pregnancy/motherhood and social support. mHealth can also be a useful tool to reach vulnerable pregnant women and mothers with barriers to health information and facilitate access to healthcare services. However, the high heterogeneity limited the certainty of evidence of these findings. Therefore, future studies should identify the context under which mHealth could be more effective.
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.