Evidence map›Paper›PMID 41530795›Full record

ArticleMalaria journal2026

Cost implications of achieving a gender-integrated indoor residual spraying programme in southern Mozambique.

Derek W Willis, Kiri Rundle, Francois Maartens, Christian Cuellar Perez Rea, Donna Lee, Roshantha Dhanai, Roopal Patel, Matteo Cassolato, Maxim Berdnikov, Linden Morrison and 2 more

Abstract read
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Article in Malaria journal, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

12 authors.

Derek W WillisIndependent Consultant, New York, USA. derekwwillis@gmail.com.
Kiri RundleGoodbye Malaria, Johannesburg, South Africa.
Francois MaartensLubombo Spatial Development Initiative 2, Johannesburg, South Africa.
Christian Cuellar Perez ReaIndependent Consultant, Mexico City, Mexico.
Donna LeeThe Global Fund to Fight AIDS, Tuberculosis and Malaria, Geneva, Switzerland.
Roshantha DhanaiLubombo Spatial Development Initiative 2, Johannesburg, South Africa.
Roopal PatelThe Global Fund to Fight AIDS, Tuberculosis and Malaria, Geneva, Switzerland.
Matteo CassolatoThe Global Fund to Fight AIDS, Tuberculosis and Malaria, Geneva, Switzerland.
Maxim BerdnikovThe Global Fund to Fight AIDS, Tuberculosis and Malaria, Geneva, Switzerland.
Linden MorrisonThe Global Fund to Fight AIDS, Tuberculosis and Malaria, Geneva, Switzerland.
Sherwin CharlesGoodbye Malaria, Johannesburg, South Africa.
Baltazar CandrinhoNational Malaria Control Programme, Ministry of Health, Maputo, Mozambique.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundProgress toward gender equality in the indoor residual spraying (IRS) workforce lags behind other areas of vector control implementation and research. One reason for this may be misconceptions about the cost of implementing IRS with a higher percentage of female staff. The assumption that employing more female spray operators increases costs may stem from the perception that women are less physically capable of performing the demanding work of IRS, resulting in lower productivity and requiring programmes to hire additional staff. The Tchau Tchau Malaria programme in southern Mozambique has achieved high levels of gender equality in its workforce and provides a valuable case study for analysing the impact of gender equality on spray operator salary costs during annual IRS campaigns.

methodsThis study examined data from the 2020/2021 campaign of the Tchau Tchau Malaria programme to understand how employing a high percentage of female spray operators affected the cost of salaries paid to spray operators during the training and implementation phases of the campaign. Salary cost estimates for the actual Tchau Tchau Malaria campaign were compared to a counterfactual scenario assuming a lower percentage of female SOs (30%), consistent with other IRS programmes in sub-Saharan Africa.

resultsApproximately 58.5% of the 2182 spray operators employed by the 2020/2021 Tchau Tchau Malaria campaign were female. Male spray operators were slightly more productive than female spray operators. However, female spray operators were more likely to have worked with previous campaigns; therefore, the average cost of training for female spray operators was lower than the average cost of training for male spray operators. The total salary cost paid to spray operators for the Tchau Tchau Malaria campaign compared with the counterfactual scenario differed by less than 1%.

conclusionsAnalysis of the Tchau Tchau Malaria campaign in Mozambique, when compared to a counterfactual scenario with low gender equality, revealed that achieving a gender-integrated indoor residual spraying workforce had a minimal effect on spray operator salary costs, which represent a significant component of overall IRS programme costs.

Indexed as

InsecticidesMalariaMosquito ControlSalaries and Fringe BenefitsAnimalsFemaleHumansMaleMozambiqueInsecticidesGender equalityGender equityIndoor residual spraying (IRS)MalariaMozambiqueSalary costsSpray operatorsSpray operator salariesVector control

Identifiers

PMID41530795
PMCPMC12884632

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LicenceCC BY-NC-ND
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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.