Evidence map›Paper›PMID 41927570›Full record

ArticleNature communications2026

Voluntary sustainability standards and trading-up in tropical agrifood commodities.

Janne Bemelmans, Charline Depoorter, Axel Marx, Miet Maertens

Abstract read
In one paragraph

Article in Nature communications, 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

4 authors.

Janne BemelmansDepartment of Earth and Environmental Sciences, KU Leuven, Leuven, Belgium.ORCID http://orcid.org/0000-0003-1024-1169
Charline DepoorterDepartment of Earth and Environmental Sciences, KU Leuven, Leuven, Belgium.ORCID http://orcid.org/0000-0001-6463-8132
Axel MarxLeuven Centre for Global Governance Studies, KU Leuven, Leuven, Belgium.ORCID http://orcid.org/0000-0003-1474-0539
Miet MaertensDepartment of Earth and Environmental Sciences, KU Leuven, Leuven, Belgium. miet.maertens@kuleuven.be.ORCID http://orcid.org/0000-0001-7245-0375

Funding

Bijzonder Onderzoeksfonds (Special Research Fund) C24M/19/031Fonds Wetenschappelijk Onderzoek (Research Foundation Flanders) 11J6123NFonds Wetenschappelijk Onderzoek (Research Foundation Flanders) S010126N
6 · The paper itself

Abstract

Voluntary Sustainability Standards (VSS) are widespread market-based instruments promoting sustainability through trade. While their socio-economic and environmental outcomes vary, their trade effects remain poorly understood, raising concerns about trade distortion without sustainability gains. We analyze trade effects for ten VSS across seven tropical commodity sectors, using data on VSS coverage and design, and gravity models of bilateral trade flows. We find that VSS coverage is associated with increased trade volumes and, in most cases, lower export prices; price increases occur only for some VSS and commodities. VSS adoption tends to improve market access, particularly for less stringent standards and where governance distance between trade partners-a typical trade-inhibiting factor-is large. Only VSS with stringent environmental and ethical requirements and strong compliance control generate price premiums. Overall, VSS entail the potential for sustainability trading-up, but this potential is not fully realized across tropical commodity sectors.

Identifiers

PMID41927570
PMCPMC13216632

What OpenQuestion holds

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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.