Evidence map›Paper›PMID 41735387›Full record

ArticleScientific reports2026

Producer organizations, productivity and sustainable intensification practices in oil palm production.

Martin Paul Jr Tabe-Ojong, Abebayehu Girma Geffersa, Kibrom T Sibhatu

Abstract read
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.

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

3 authors.

Martin Paul Jr Tabe-OjongWorld Bank, Washington DC, USA. mtabeojong@worldbank.org.
Abebayehu Girma GeffersaAgriculture and Food, The Commonwealth Scientific and Industrial Research Organisation (CSIRO), Canberra, Australia.
Kibrom T SibhatuInternational Centre of Insect Physiology and Ecology, Nairobi, Kenya.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Oil palm production is expanding in traditional farming and forested areas, especially in West and Central Africa around the Congo Forest Basin and mostly characterized by declining yields and yield gaps. Due to typically non-binding land access, independent producers tend to prioritize extensification over intensification, which has negative environmental consequences. Sustainable intensification (SI) of smallholder production is a guiding paradigm that aims to increase yields while minimizing negative environmental impacts. In this study, we examine the relationship between producer organizations (POs), sustainable intensification practices (SIPs), namely mulching and intercropping, and oil palm yields in Cameroon. We estimate actual and counterfactual associations between POs, SIPs, production, and yields, drawing on farm- and household-level data collected through surveys and interviews with village chiefs and reference farmers. Empirically, we employ various regression techniques, including ordinary least squares, doubly robust estimators, instrumental variable estimators, recursive bivariate probit models, and switching regressions. Our findings reveal a positive association between POs and oil palm production and yields. The actual-counterfactual analysis demonstrates that POs not only benefit their members in terms of yield gains but also have the potential to benefit non-members if they were to join POs. Furthermore, POs are positively associated with the adoption of mulching and intercropping. Our results show distinct insights by gender when households are analyzed separately. We also find complementary evidence that PO membership is significantly associated with behavioral factors such as perceived self-efficacy, locus of control, hope and risk preference, suggesting that POs are a platform that shape behavioral conditions relevant for sustainable intensification and productivity. Overall, our study highlights the potential of POs as entry points for facilitating the adoption of SIPs and stimulating productivity increases in smallholder oil palm systems.

Indexed as

CameroonOil palm productionProducer organizationsSustainable intensificationYields

Identifiers

PMID41735387
PMCPMC12953876

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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.