Evidence map›Paper›PMID 41946851›Full record

ArticleTropical animal health and production2026

Agroecological performance of small-scale dairy and dual-purpose systems in two contrasting zones in central Mexico.

Dalia Andrea Plata-Reyes, Carlos Galdino Martínez-García, Benito Albarrán-Portillo, Michel André Wattiaux, Aída Gómez-Miranda, Eliot Gamaliel López-Rojas, Carlos Manuel Arriaga-Jordán

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Article in Tropical animal health and production, 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

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

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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

7 authors.

Dalia Andrea Plata-ReyesInstituto de Ciencias Agropecuarias y Rurales (ICAR), Universidad Autónoma del Estado de México (UAEM), Estado de México, Campus UAEMéx El Cerrillo, EL Cerrillo Piedras Blancas, Toluca, C.P. 50295, Estado de México, México.ORCID http://orcid.org/0000-0001-9017-1177
Carlos Galdino Martínez-GarcíaInstituto de Ciencias Agropecuarias y Rurales (ICAR), Universidad Autónoma del Estado de México (UAEM), Estado de México, Campus UAEMéx El Cerrillo, EL Cerrillo Piedras Blancas, Toluca, C.P. 50295, Estado de México, México.ORCID http://orcid.org/0000-0001-9924-3376
Benito Albarrán-PortilloCentro Universitario UAEMéx Temascaltepec, Universidad Autónoma del Estado de México, Estado de México, Carretera Toluca-Tejupilco Km.67.5, Temascaltepec, C.P. 52300, México.ORCID http://orcid.org/0000-0001-9807-8452
Michel André WattiauxAnimal and Dairy Science Department, University of Wisconsin-Madison, 1675 Observatory Drive, Madison, WI, 53706, USA.ORCID http://orcid.org/0000-0001-8713-1641
Aída Gómez-MirandaInstituto de Ciencias Agropecuarias y Rurales (ICAR), Universidad Autónoma del Estado de México (UAEM), Estado de México, Campus UAEMéx El Cerrillo, EL Cerrillo Piedras Blancas, Toluca, C.P. 50295, Estado de México, México.ORCID http://orcid.org/0000-0002-0283-3992
Eliot Gamaliel López-RojasInstituto de Ciencias Agropecuarias y Rurales (ICAR), Universidad Autónoma del Estado de México (UAEM), Estado de México, Campus UAEMéx El Cerrillo, EL Cerrillo Piedras Blancas, Toluca, C.P. 50295, Estado de México, México.ORCID http://orcid.org/0009-0005-4763-6764
Carlos Manuel Arriaga-JordánInstituto de Ciencias Agropecuarias y Rurales (ICAR), Universidad Autónoma del Estado de México (UAEM), Estado de México, Campus UAEMéx El Cerrillo, EL Cerrillo Piedras Blancas, Toluca, C.P. 50295, Estado de México, México. cmarriagaj@uaemex.mx.ORCID http://orcid.org/0000-0002-6140-0847

Funding

Consejo Mexiquense de Ciencia y Tecnología Consejo Mexiquense de Ciencia y TecnologíaConsejo Nacional de Humanidades, Ciencias y Tecnologías (CONAHCYT) CF-2023-G-1065
6 · The paper itself

Abstract

Livestock production systems across the globe are facing several environmental, economic, and social challenges. Several studies have shown that the sustainability of small-scale dairy farms is quite challenging, especially when the production is diversified. Most CAET studies are highly heterogeneous in the methodologies used to evaluate their performance, especially across diverse agroecologies. Hence, it’s quite difficult to conclude the reasons behind the differences as were reported in several studies in the past. The Tool for Agroecology Performance Evaluation (TAPE) was used to assess the level of agroecological transition of these systems based on the evaluation of ten agroecological elements. A series of interviews was conducted in the field with 40 small-scale dairy farmers in a temperate Northwest (n = 20) and subtropical Southwest (n = 20) study areas of central Mexico during the summer of 2024. The sample of 40 farms, 20 per agroecological area, was decided in order to collect sufficient information for the assessment of the agroecological performance, following previous work from other authors. Of the participating farms (n = 20) in the Northwest zone, 11 were non-agroecological, and in the Southwest zone (n = 20), 16 were non-agroecological, that is, more than half of the total sample for each zone. These farms are oriented towards the production of milk, beef, and other products in response to market demand and prices, without further consideration of adverse environmental effects. Notwithstanding the different contexts in the two study areas, there were no differences (P > 0.05) in the global Characterisation of Agroecological Transition (CAET) scores. The overall CAET mean score was 45.90 for the Northwest farms and 44.71 for the Southwest farms, which places them as non-agroecological farms but approaching the 50 point score towards initial agroecological transition. However, the fact that two farms in each study area obtained a mean CAET score over 70 points, which typifies these as agroecological farms, sets a precedent on the potential and a path to move forward in the agroecological transition of the small-scale livestock farms in this study, outlining areas for research and adoption of technologies and practices that other farmers may follow in their agroecological transition towards more productive, efficient and sustainable livestock systems.

Indexed as

AgroecologyAnimal HusbandryDairyingAnimalsCattleMexicoAgroecological transitionFamily farmingSub-humid temperate highlandsSub-humid tropicsSustainability

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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.