Evidence map›Paper›PMID 42660541›Full record

Trial reportJMIR medical education2026

Cost-Effectiveness of a Blended Learning Training Approach for Health Care Workers Conducting HIV Index Case Testing in Malawi: Secondary Economic Analysis of a Cluster-Randomized Controlled Trial.

Poonam Rawat, Nora E Rosenberg, Katie R Mollan, Tapiwa A Tembo, Dhrutika Vansia, Jiayu Wang, Mike J Chitani, Maria H Kim, Ireen Chirombo, Caroline Kumbuyo and 4 more

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in JMIR medical education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

14 authors.

Poonam RawatGillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.ORCID 0009-0002-7735-5822
Nora E RosenbergGillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.ORCID 0000-0002-9759-9966
Katie R MollanGillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.ORCID 0000-0002-8592-5154
Tapiwa A TemboBaylor College of Medicine Children's Foundation, Lilongwe, Malawi.ORCID 0000-0002-5649-0817
Dhrutika VansiaBaylor College of Medicine Children's Foundation, Lilongwe, Malawi.ORCID 0000-0003-1370-0180
Jiayu WangGillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.ORCID 0000-0003-0021-4298
Mike J ChitaniBaylor College of Medicine Children's Foundation, Lilongwe, Malawi.ORCID 0009-0009-2835-4605
Maria H KimBaylor College of Medicine Children's Foundation, Lilongwe, Malawi.ORCID 0000-0001-6190-7798
Ireen ChiromboBaylor College of Medicine Children's Foundation, Lilongwe, Malawi.ORCID 0009-0000-1765-1019
Caroline KumbuyoBaylor College of Medicine Children's Foundation, Lilongwe, Malawi.ORCID 0000-0001-5707-0489
Victor MwapasaDepartment of Epidemiology and Biostatistics, Kamuzu University of Health Sciences, Blantyre, Malawi.ORCID 0000-0002-2748-8902
Katherine R SimonBaylor College of Medicine Children's Foundation, Lilongwe, Malawi.ORCID 0000-0001-9232-2653
Saeed AhmedBaylor College of Medicine Children's Foundation, Lilongwe, Malawi.ORCID 0000-0002-2493-5025
Sarah E RutsteinSchool of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.ORCID 0000-0002-1571-6576

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIndex case testing (ICT) is an effective strategy for HIV case finding, but implementation in low- and middle-income countries (LMICs) is often limited by cost and logistical challenges. Traditional ICT training-centralized and in-person-is costly, disrupts service delivery, and varies in quality.

objectiveThis study evaluates the cost-effectiveness of a blended learning (BL) implementation package designed to build health care worker capacity for ICT, combining tablet-guided teaching and practice sessions, phone-based feedback, and tablet-guided continuous quality improvement, compared with standard of care (SOC) training.

methodsThe Package of Resources for Assisted Contact Tracing: Implementation, Costs, and Effectiveness (PRACTICE) cluster-randomized controlled trial included 33 clusters in southern Malawi from May 2022 to September 2023, randomized 2:1 to SOC (n=22) or SOC + BL implementation package (n=11). Our cost-effectiveness analysis, from the health system perspective, used microcosting, time-and-motion assessments, and observed trial outcomes. The decision tree model estimated total program costs, contact testing outcomes, and incremental cost-effectiveness ratios (ICERs) per contact tested and per person diagnosed with HIV across 1 year of implementation. Sensitivity analyses assessed parameter uncertainty, and a scenario analysis modeled a nationwide scale-up under a decentralized, Ministry of Health-led approach.

resultsOur model simulated 100,000 index clients eligible for contact elicitation over 1 year across 2 districts (50,000 per arm). The BL implementation package arm yielded 891 additional contacts tested and 54 more HIV diagnoses. The ICERs were US $125 per contact tested and US $2045 per person diagnosed with HIV; excluding training development costs reduced these to US $69 and US $1136, respectively. Nationwide scale-up under a Ministry of Health-led model further reduced ICERs to US $43 per contact tested and US $698 per person diagnosed with HIV. Probabilistic sensitivity analyses showed the BL implementation package was cost-effective in most simulations.

conclusionsThe BL implementation package improved ICT delivery and HIV case finding. Scenario analyses suggested that a decentralized, government-led scale-up could substantially reduce costs and may represent an efficient case-finding strategy, particularly in Malawi's mature epidemic. BL implementation packages provide a scalable, system-integrated, cost-effective approach that could strengthen health care worker capacity across other service delivery areas in low-resource settings. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.1136/bmjopen-2023-077706.

Indexed as

Cost-Benefit AnalysisHealth PersonnelHIV InfectionsCost-Effectiveness AnalysisFemaleHumansMalawiACTassisted contact tracingblended learningCEAcost-effectiveness analysisICERICTincremental cost-effectiveness ratioindex case testingLMIClow- and middle-income country

Identifiers

PMID42660541
PMCPMC13563035

What OpenQuestion holds

Textmetadata
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Registered trials

None linked

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.