Evidence map›Paper›PMID 42168211›Full record

ArticleScientific reports2026

Socioeconomic and biophysical drivers of cocoa yield variability in smallholder farms in Côte d'Ivoire.

Nanga Yéo, Demeango Serge Zon, Ebagnerin Jérôme Tondoh

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In one paragraph

Article in Scientific reports, 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

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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

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5 · Who and what money

Authors and funding

3 authors.

Nanga YéoUnité de Formation et de Recherche des Sciences de la Nature, Université Nangui Abrogoua, 02 BP 801, Abidjan 02, Ivory Coast. nangayeo2@gmail.com.ORCID http://orcid.org/0009-0007-8946-8732
Demeango Serge ZonCentre de Recherche en Ecologie, Université Nangui Abrogoua, 08 BP 109, Abidjan 08, Ivory Coast.
Ebagnerin Jérôme TondohUnité de Formation et de Recherche des Sciences de la Nature, Université Nangui Abrogoua, 02 BP 801, Abidjan 02, Ivory Coast.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Côte d’Ivoire’s cocoa sector faces persistent low and variable yields, influenced by social, agronomic, and ecological factors, which in turn drive agricultural expansion and deforestation. Integrated studies on yield determinants remain limited. This study examines these drivers across five sub-prefectures in two climatic zones. Data from 158 cocoa producers on farm characteristics, management practices, and perceived biophysical constraints were analyzed using descriptive statistics and a generalized linear mixed model (GLMM) with a Gamma distribution and log-link, incorporating study zones as random effects. Yields varied from 372 to 812 kg ha⁻¹ year⁻¹ across sub-prefectures, with no statistically significant differences between climatic zones. Three factors significantly increased yields: mineral fertilization (+ 29%, P = 0.036), aligned cocoa tree planting (+ 51%, P = 0.01), and the use of identified planting material (+ 23%, P = 0.04). Farmer age (-52%, P = 0.002) was negatively associated with productivity. Key production constraints identified by farmers included insect damage (44.9%), black pod disease (43.0%), low soil fertility (31.0%), cocoa tree mortality (27.2%), and drought (20.9%), with variation across sites. Sustainable yield improvement requires integrated interventions combining technical innovations, improved access to inputs, strengthened extension services, and generational renewal. Tailoring measures to local conditions is essential to maximize productivity and reduce deforestation pressures linked to agricultural expansion.

Indexed as

AgricultureCacaoFarmsConservation of Natural ResourcesCote d'IvoireSocioeconomic FactorsCocoa yieldCôte d’IvoireDeforestationGLMMSocio-agronomic factorsSustainable intensification

Identifiers

PMID42168211
PMCPMC13195160

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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.