Evidence map›Paper›PMID 40487127›Full record

ArticleJournal of agriculture and food research2025

Towards sustainable management of cassava mosaic disease: The impact of awareness campaigns in Benin.

Dèwanou Kant David Ahoya, Jacob Afouda Yabi, Jerome Anani Houngue, Serge Sètondji Houédjissin, Martine Zandjanakou-Tachin, Ettien Antoine Adjei, Eveline Marie Fulbert Windinmi Sawadogo-Compaore, Justin Simon Pita, Corneille Ahanhanzo

Abstract read
In one paragraph

Article in Journal of agriculture and food research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

9 authors.

Dèwanou Kant David AhoyaLaboratory for Analysis and Research on Economic and Social Dynamics (LARDES), University of Parakou (UP), Benin.
Jacob Afouda YabiLaboratory for Analysis and Research on Economic and Social Dynamics (LARDES), University of Parakou (UP), Benin.
Jerome Anani HoungueCentral Laboratory of Plant Biotechnology and Plant Improvement (LCBVAP), University of Abomey-Calavi (UAC), Benin.
Serge Sètondji HouédjissinCentral Laboratory of Plant Biotechnology and Plant Improvement (LCBVAP), University of Abomey-Calavi (UAC), Benin.
Martine Zandjanakou-TachinResearch Unit in Horticultural Production and Green Space Management (URPHGEV) of the School of Horticulture and Green Space Management (EHAEV), National University of Agriculture (UNA), Benin.
Ettien Antoine AdjeiCentral and West African Virus Epidemiology (WAVE), Scientific and Innovation Hub of Bingerville, Félix Houphouët-Boigny University (UFHB), Bingerville, Côte d'Ivoire.
Eveline Marie Fulbert Windinmi Sawadogo-CompaoreDepartment of Natural Resource Management and Production Systems, Institute of Environment and Agricultural Research (INERA), Burkina Faso.
Justin Simon PitaCentral and West African Virus Epidemiology (WAVE), Scientific and Innovation Hub of Bingerville, Félix Houphouët-Boigny University (UFHB), Bingerville, Côte d'Ivoire.
Corneille AhanhanzoCentral Laboratory of Plant Biotechnology and Plant Improvement (LCBVAP), University of Abomey-Calavi (UAC), Benin.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Transboundary diseases, such as cassava mosaic disease (CMD), represent a significant risk to food security and the livelihoods of millions of households in sub-Saharan Africa. To address this issue, awareness campaigns have been conducted targeting farmers and stakeholders within the cassava secor. The objective of this study is to quantify the impact of these awareness campaigns on the knowledge of CMD, the adoption of management practices, and the incidence of the disease in cassava fields. A random sample of 305 farmers and 77 cassava fields in Benin was selected for data collection. To account for potential selection bias associated with observable characteristics, we applied Propensity Score Matching (PSM). The results indicate that farmers who participated in the training demonstrated significantly higher levels of CMD knowledge and were more likely to adopt a greater number of management practices, which ultimately led to a reduction in the prevalence of the disease in their fields. However, CMD symptoms were still prevalent in the majority (61,04) of cassava farms, regardless of participation in the campaigns, due to the lack of healthy planting material and the abundance of whiteflies. These findings suggest that awareness campaigns can significantly improve farmers' knowledge and encourage behavioural changes in the identification and adoption of sustainable CMD management practices. It also shows the need to provide famers with healthy cuttings for more effective disease management.

Indexed as

Awareness campaignBeninCassava mosaic diseaseImpact assessmentPropensity score matching (PSM)

Identifiers

PMID40487127
PMCPMC12144313

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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.