Evidence map›Paper›PMID 40825241›Full record

ArticleJournal of medical Internet research2025

The Costs of Digital Health Interventions to Improve Immunization Data in Low- and Middle-Income Countries: Multicountry Mixed Methods Study.

Carlo Federici, Maria Verykiou, Marianna Cavazza, Willyhelmina Olomi, Piero Irakiza, Kizito Kayumba, Edith Rodriguez, Luis Enrique Castillo Mendoza, Stefano Malvolti, Claire Hugo and 10 more

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
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

20 authors.

Carlo FedericiCentre for Research on Health and Social Care Management (CERGAS), SDA Bocconi School of Management, Via Sarfatti 10, Milano, 20136, Italy.ORCID 0000-0002-0309-4669
Maria VerykiouCentre for Research on Health and Social Care Management (CERGAS), SDA Bocconi School of Management, Via Sarfatti 10, Milano, 20136, Italy.ORCID 0000-0003-2252-2056
Marianna CavazzaCentre for Research on Health and Social Care Management (CERGAS), SDA Bocconi School of Management, Via Sarfatti 10, Milano, 20136, Italy.ORCID 0000-0001-5609-6804
Willyhelmina OlomiNIMR Mbeya Medical Research Centre (NIMR-MMRC), Mbeya, Tanzania.ORCID 0000-0003-2507-6805
Piero IrakizaCenter for Impact, Innovation and Capacity building for Health Information Systems and Nutrition (CIIC-HIN), Kigali, Rwanda.ORCID 0009-0006-1394-6999
Kizito KayumbaCenter for Impact, Innovation and Capacity building for Health Information Systems and Nutrition (CIIC-HIN), Kigali, Rwanda.ORCID 0009-0001-7877-9478
Edith RodriguezIndividual consultant, Tegucigalpa, Honduras.ORCID 0000-0002-1288-5331
Luis Enrique Castillo MendozaIndividual consultant, Tegucigalpa, Honduras.ORCID 0009-0005-6711-3979
Stefano MalvoltiMMGH Consulting, Zurich, Switzerland.ORCID 0000-0003-0146-1127
Claire HugoMMGH Consulting, Zurich, Switzerland.ORCID 0009-0007-6571-0686
Nyanda Elias NtinginyaNIMR Mbeya Medical Research Centre (NIMR-MMRC), Mbeya, Tanzania.ORCID 0000-0002-1575-4521
Souleymane CamaraMinistère de la Santé de Guinée, Conakry, Guinea.ORCID 0009-0005-7149-3222
Issa SabiNIMR Mbeya Medical Research Centre (NIMR-MMRC), Mbeya, Tanzania.ORCID 0000-0002-1777-6572
Nagnouma SanoMinistère de la Santé de Guinée, Conakry, Guinea.ORCID 0009-0008-5335-7819
Hassan SibomanaRwanda Biomedical Center (RBC), Kigali, Rwanda.ORCID 0000-0002-2358-0883
Jeanine CondoCenter for Impact, Innovation and Capacity building for Health Information Systems and Nutrition (CIIC-HIN), Kigali, Rwanda.ORCID 0000-0002-8177-6286
Aleksandra TorbicaCentre for Research on Health and Social Care Management (CERGAS), SDA Bocconi School of Management, Via Sarfatti 10, Milano, 20136, Italy.ORCID 0000-0001-8938-7608
Claudio JommiDepartment of Pharmaceutical Sciences, Univerisità degli Studi del Piemonte Orientale, Novara, Italy.ORCID 0000-0002-2862-2990
Carsten MantelMMGH Consulting, Zurich, Switzerland.ORCID 0009-0005-1527-3065
Viviana MangiaterraCentre for Research on Health and Social Care Management (CERGAS), SDA Bocconi School of Management, Via Sarfatti 10, Milano, 20136, Italy.ORCID 0000-0002-8815-0841

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Digital health interventions, such as electronic immunization registries (eIRs) and electronic logistic management information systems (eLMIS), have the potential to significantly improve immunization data management and vaccine logistics in low- and middle-income countries (LMICs). Despite their growing adoption, there is limited evidence of the financial and economic costs associated with their implementation compared to traditional paper-based systems. objectives: We aimed to measure the costs of implementing eIR and eLMIS systems in LMICs and to estimate their economic costs as compared to the previous paper-based registries. Methods: The study was conducted across four countries-Guinea, Honduras, Rwanda, and Tanzania-which implemented the tools in 2018, 2012, 2019, and 2014, respectively. A combination of primary and secondary data sources was used for the analysis. Retrospective cost data regarding the design, development, and implementation of the tools were directly obtained from implementers and National Immunization Program offices in all countries. Primary survey data were collected to gauge the operational expenses of immunization information systems, both with and without electronic tools, using an activity-based costing approach in 275 facilities. The annual cost of the immunization information system at the national level was then extrapolated and compared to national spending on immunization as a measure of affordability. Costs were reported in 2023 international dollars (I$). Results: The total costs of designing, developing, and deploying eIR, eLMIS, or both were I$ 2.2, 6.4, 6.8, and 44.3 million in Guinea, Honduras, Rwanda, and Tanzania, respectively. Design costs were greatly affected by the degree of customization of the tool, whereas rollout costs were mostly driven by the costs of purchasing hardware and training health workers. Overall, the implementation of the electronic systems was associated with higher costs in Honduras (I$626 per facility, 95% CI 516-821) and Rwanda (I$399, 95% CI I$108-I$691), a cost reduction in Tanzania (-I$2539, 95% CI -I$4290 to -I$789) and no significant cost difference in Guinea. The percentage weight of the cost of managing data with the electronic systems over the total national immunization budgets was estimated at 0.7%, 7.7%, 3.3%, and 4.8% for Guinea, Honduras, Rwanda, and Tanzania, respectively. Conclusions: Digital health interventions such as eIR and eLMIS can potentially reduce costs and improve the efficiency of immunization data management and vaccine logistics in LMICs. However, the extent of cost savings depends on how effectively these digital systems replace traditional paper-based methods and the extent of their use in decision-making, especially at the facility level. Careful planning and investment are essential to unlocking the full economic potential of digital health in LMICs.

Indexed as

Data ManagementDeveloping CountriesDigital HealthVaccinationElectronic Health RecordsGuineaHondurasHumansImmunization ProgramsRegistriesRwandaTanzaniadata managementdigital healthdigital health interventioneconomic costselectronic immunization registriesimmunizationimplementationlow- and middle-income countriessurvey

Identifiers

PMID40825241
PMCPMC12360727

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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.