Evidence map›Paper›PMID 42646763›Full record

ArticleToxins2026

A Framework for Monitoring Contaminants in Decentralized Agricultural Systems: Leveraging Stakeholder Incentives in Low-Resource Settings.

Lee E Voth-Gaeddert, Hannah Glesener, Gabriela Montenegro-Bethancourt

Abstract read
In one paragraph

Article in Toxins, 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

3 authors.

Lee E Voth-GaeddertBiodesign Center for Health Through Microbiomes, Arizona State University, Tempe, AZ 85281, USA.ORCID 0000-0002-9541-1958
Hannah GlesenerBiodesign Center for Health Through Microbiomes, Arizona State University, Tempe, AZ 85281, USA.ORCID 0000-0001-5026-7625
Gabriela Montenegro-BethancourtCenter for Indigenous Health Research, Wuqu' Kawoq|Maya Health Alliance, Tecpan, Chimaltenango 04006, Guatemala.

Funding

Aflatoxin Exposure, Growth Faltering, and the Gut Microbiome among Children in Rural GuatemalaR01ES033999 · NIEHS · ARIZONA STATE UNIVERSITY-TEMPE CAMPUS · PI Rosa Krajmalnik-Brown, Peter Rohloff · 2023 to 2026
$2.1M
NIEHS NIH HHS R01 ES033999NIEHS NIH HHS R01ES033999
6 · The paper itself

Abstract

Decentralized agricultural systems (DAS) are essential to food security for millions of people in low-resource settings, yet most existing contaminant monitoring frameworks have been designed for centralized supply chains. This paper proposes a structured framework for integrating contaminant monitoring into DAS by (1) mapping the diverse supply chain structures and stakeholders that constitute these systems; (2) analyzing stakeholder motivations, constraints, and value propositions for monitoring adoption; and (3) identifying efficient monitoring points where these value propositions align with product quality improvement. The framework is organized around four core principles: tiered monitoring matched to supply chain position and stakeholder capacity, monitoring at stakeholder handoff points rather than within individual segments, incentive structures that make monitoring self-sustaining, and capacity building and governance as durable infrastructure. The framework is illustrated through the case of maize and aflatoxin contamination in Guatemala. It remains a conceptual framework, however, and its principles are intended to be generalizable across crops, contaminants, and geographies rather than demonstrated to be so. Empirical validation across these dimensions remains a necessary next step. The central argument is that through this framework, small, strategically placed incentives at high-leverage points in decentralized supply chains can shift system-wide quality outcomes. This can occur without requiring top-down regulatory enforcement, which is often neither feasible nor effective in these contexts.

Indexed as

AgricultureEnvironmental MonitoringFood ContaminationAflatoxinsCrops, AgriculturalFood SecurityFood SupplyGuatemalaMotivationResource-Limited SettingsZea maysAflatoxinsaflatoxindecentralized agricultural systemsGuatemalalow-resource settingssmallholder agriculturesupply chain monitoring

Identifiers

PMID42646763
PMCPMC13517755

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.