SynthesisGlobal health, science and practice2020
Effectiveness of mHealth Interventions for Improving Contraceptive Use in Low- and Middle-Income Countries: A Systematic Review.
Synthesis in Global health, science and practice, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 4 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
20 citing papers in PubMed, 4 syntheses or guidelines pooled it, 29 citations in OpenAlex.
- Tailored and Interactive Mobile Telehealth Contraceptive Counseling Compared With In-Person Care: Systematic Review and Meta-Analysis of Randomized Controlled Trials.JMIR mHealth and uHealth · 2026Pooled it
- Assessing the impact of SMS-based interventions in promoting family planning uptake and modern contraceptive utilization in sub-Saharan Africa: a systematic review and meta-analysis.BMC public health · 2026Pooled it
- Use of Technology to Support Health Care Providers Delivering Care in Low- and Lower-Middle-Income Countries: Systematic Umbrella Review.Journal of medical Internet research · 2025Pooled it
- Pooled it
- Article
- Using Intervention Mapping to Codevelop Orchid, a Digital Tool for Reproductive Life Planning: Development and Feasibility Study.JMIR human factors · 2026Article
- Article
- The effect of an educational campaign on contraception seeking in Northern Nigeria: an interrupted time series analysis using routine health information system data.Health policy and planning · 2026Article
- A Tale as Old as Time: Contraception Concerns in the 21st Century.Open access journal of contraception · 2026Article
- Effect of mHealth on Postpartum Family Planning and Its Associated Factors Among Women in South Ethiopia: A Cluster-Randomized Controlled Trial.Journal of clinical medicine · 2025Article
- Article
- Motivating and inhibiting factors influencing the application of mhealth technology in post-abortion care: a review study.BMC pregnancy and childbirth · 2024Review
- mHealth interventions for postpartum family planning in LMICs: A realist review.PLOS global public health · 2024Article
- Article
- Factors Associated with the Choice of Contraceptive Method following an Induced Abortion after Receiving PFPS Counseling among Women Aged 20-49 Years in Hunan Province, China.Healthcare (Basel, Switzerland) · 2023Article
- Women's perceptions about mobile health solutions for selection and use of family planning methods in Karachi: a feasibility study.BMC women's health · 2022Article
- Improving the evidence base for digital health interventions to increase contraception use.BMJ health & care informatics · 2021Article
- Knowledge and Information Exposure About Family Planning Among Women of Reproductive Age in Informal Settlements of Kira Municipality, Wakiso District, Uganda.Frontiers in global women's health · 2021Article
- Effectiveness of Health Education Interventions Methods to Improve Contraceptive Knowledge, Attitude, and Uptake Among Women of Reproductive Age, Ethiopia: A Systematic Review and Meta-Analysis.Health services research and managerial epidemiologyReview
- 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
3 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundmHealth interventions are being tested to improve contraceptive uptake in low- and middle-income countries (LMICs); however, the effectiveness of these interventions has not been systematically reviewed.
objectivesThe primary objective of this systematic review was to assess the effectiveness of mHealth interventions to improve contraceptive uptake and adherence in LMICs. A second objective was to identify mHealth features and behavior change communication components used in these mHealth interventions.
methodsA systematic search was conducted of online databases for peer-reviewed articles that reported on intervention studies with men and women from LMICs and measured mHealth intervention impact on contraceptive uptake and/or adherence. Key search terms included "mHealth" or "mobile health," "contraception" or "family planning," and "low- and middle-income countries." PRISMA guidelines were followed for reporting review methods and findings. The Cochrane risk-of-bias 2 tool for randomized trials was used to assess the risk of bias of the included studies. The GRADE approach was used to determine the quality of evidence.
resultsEight randomized controlled trial studies met the inclusion criteria. Four studies experienced implementation challenges (e.g., intervention components were not utilized fully by participants, intervention participants did not receive the full intervention content, contamination, low response rate, and/or missing data). Only 3 interventions were found to be effective, and these included a "push" approach, interactive communication, information tailored to participants, motivational messaging, and male partner involvement.
conclusionTo date, the delivery of mHealth interventions for improving family planning in LMICs has met with implementation challenges that have reduced the researcher's ability to test intervention effectiveness. Although 3 of 8 studies found improved contraceptive use in the intervention group, the review cannot draw concrete conclusions on the overall effectiveness of mHealth interventions to increase contraceptive use in LMICs. Further research with robust program fidelity is recommended.
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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.