Evidence map›Paper›PMID 30758296›Full record

ArticleJournal of medical Internet research2019

Mobile Technology for Community Health in Ghana: Is Maternal Messaging and Provider Use of Technology Cost-Effective in Improving Maternal and Child Health Outcomes at Scale?

Michelle Willcox, Anitha Moorthy, Diwakar Mohan, Karen Romano, David Hutchful, Garrett Mehl, Alain Labrique, Amnesty LeFevre

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
36citing papers in PubMed, 4 pooled it
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

36 citing papers in PubMed, 4 syntheses or guidelines pooled it.

  1. Pooled it
  2. Mobile technologies for rehabilitation in non-specific spinal disorders: a systematic review of the efficacy and potential for implementation in low- and middle-income countries.European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society · 2023
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Michelle WillcoxJohns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.ORCID 0000-0002-1967-3665
Anitha MoorthyGrameen Foundation Ghana, Accra, Ghana.ORCID 0000-0002-1880-9954
Diwakar MohanJohns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.ORCID 0000-0002-7532-366X
Karen RomanoGrameen Foundation Ghana, Accra, Ghana.ORCID 0000-0002-4242-4958
David HutchfulGrameen Foundation Ghana, Accra, Ghana.ORCID 0000-0002-3646-1736
Garrett MehlWorld Health Organization, Geneva, Switzerland.ORCID 0000-0001-9946-2202
Alain LabriqueJohns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.ORCID 0000-0003-2502-7819
Amnesty LeFevreJohns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.ORCID 0000-0001-8437-7240

Funding

World Health Organization 001
6 · The paper itself

Abstract

backgroundMobile technologies are emerging as tools to enhance health service delivery systems and empower clients to improve maternal, newborn, and child health. Limited evidence exists on the value for money of mobile health (mHealth) programs in low- and middle-income countries.

objectiveThis study aims to forecast the incremental cost-effectiveness of the Mobile Technology for Community Health (MOTECH) initiative at scale across 170 districts in Ghana.

methodsMOTECH's "Client Data Application" allows frontline health workers to digitize service delivery information and track the care of patients. MOTECH's other main component, the "Mobile Midwife," sends automated educational voice messages to mobile phones of pregnant and postpartum women. We measured program costs and consequences of scaling up MOTECH over a 10-year analytic time horizon. Economic costs were estimated from informant interviews and financial records. Health effects were modeled using the Lives Saved Tool with data from an independent evaluation of changes in key services coverage observed in Gomoa West District. Incremental cost-effectiveness ratios were presented overall and for each year of implementation. Uncertainty analyses assessed the robustness of results to changes in key parameters.

resultsMOTECH was scaled in clusters over a 3-year period to reach 78.7% (170/216) of Ghana's districts. Sustaining the program would cost US $17,618 on average annually per district. Over 10 years, MOTECH could potentially save an estimated 59,906 lives at a total cost of US $32 million. The incremental cost per disability-adjusted life year averted ranged from US $174 in the first year to US $6.54 in the tenth year of implementation and US $20.94 (95% CI US $20.34-$21.55) over 10 years. Uncertainty analyses suggested that the incremental cost-effectiveness ratio was most sensitive to changes in health effects, followed by personnel time. Probabilistic sensitivity analyses suggested that MOTECH had a 100% probability of being cost-effective above a willingness-to-pay threshold of US $50.

conclusionsThis is the first study to estimate the value for money of the supply- and demand-side of an mHealth initiative. The adoption of MOTECH to improve MNCH service delivery and uptake represents good value for money in Ghana and should be considered for expansion. Integration with other mHealth solutions, including e-Tracker, may provide opportunities to continue or combine beneficial components of MOTECH to achieve a greater impact on health.

Indexed as

Cell PhoneChildChild HealthCost-Benefit AnalysisDelivery of Health CareFemaleGhanaHumansInfant, NewbornMaternal HealthPregnancyPublic Healthchild healthfrontline health workersGhanahealth information systemsmaternal healthmHealthmobile phonenewborn health

Identifiers

PMID30758296
PMCPMC6391645

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.