Evidence map›Paper›PMID 42842100›Full record

ArticleTropical animal health and production2026

Productive, nutritional, and economic factors associated with the Lactating Cow Feed Cost-to-Milk Revenue Ratio in small-scale dairy farms.

Oswaldo E Olguín-Juárez, Daniel Trujillo-Gutiérrez, Mario A Espinosa-Martínez, Fernando Villaseñor-González, Eduardo J Cabrera-Torres, Héctor R Vera-Ávila, Luis J Montiel-Olguín

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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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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

7 authors.

Oswaldo E Olguín-JuárezLicenciatura en Medicina Veterinaria y Zootecnia, Facultad de Ciencias Naturales, Universidad Autónoma de Querétaro, Av. de las Ciencias s/n, Santiago de Querétaro, Querétaro, C.P. 76230, Mexico.ORCID http://orcid.org/0009-0008-0133-0905
Daniel Trujillo-GutiérrezCentro Nacional de Investigación Disciplinaria en Fisiología y Mejoramiento Animal, Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias (INIFAP), km 1 Carretera a Colón, Ajuchitlán, Colón, Querétaro, C.P. 76280, Mexico.ORCID http://orcid.org/0000-0002-6048-8939
Mario A Espinosa-MartínezCentro Nacional de Investigación Disciplinaria en Fisiología y Mejoramiento Animal, Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias (INIFAP), km 1 Carretera a Colón, Ajuchitlán, Colón, Querétaro, C.P. 76280, Mexico.ORCID http://orcid.org/0000-0001-7825-5888
Fernando Villaseñor-GonzálezCampo Experimental Centro Altos de Jalisco, INIFAP, Av. Biodiversidad 2470, Tepatitlán de Morelos, Jalisco, C.P. 47714, Mexico.ORCID http://orcid.org/0000-0003-2266-8098
Eduardo J Cabrera-TorresCampo Experimental Chetumal, INIFAP, km 3.5 Carretera Chetumal - Bacalar, Chetumal, Quintana Roo, C.P. 77963, Mexico.ORCID http://orcid.org/0000-0002-6661-9717
Héctor R Vera-ÁvilaFacultad de Ciencias Naturales, Universidad Autónoma de Querétaro, Av. de las Ciencias s/n, Santiago de Querétaro, Querétaro, C.P. 76230, Mexico.ORCID http://orcid.org/0000-0002-2577-5836
Luis J Montiel-OlguínCentro Nacional de Investigación Disciplinaria en Fisiología y Mejoramiento Animal, Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias (INIFAP), km 1 Carretera a Colón, Ajuchitlán, Colón, Querétaro, C.P. 76280, Mexico. montiel.luis@inifap.gob.mx.ORCID http://orcid.org/0000-0003-3423-8466

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Small-scale dairy production contribute to food security and rural economies, but face constraints that may compromise their sustainability. This study evaluated the relationship between reproductive performance and economic efficiency using the Lactating Cow Feed Cost-to-Milk Revenue Ratio (CASI), hypothesizing that prolonged lactations associated with poor reproductive performance may increase the feed cost per unit of milk produced, thereby affecting economic efficiency. It also identified productive profiles through cluster analysis. A retrospective observational study analyzed data from 158 dairy farms participating in the Technical Support Program of the Secretaría de Agricultura y Desarrollo Rural. Reproductive, productive, nutritional, and economic variables were assessed using Pearson correlations, multiple linear regression, mixed models with interaction terms, and k-means clustering. Mean CASI was 0.58 ± 0.01. Reproductive variables were not directly associated with CASI (P > 0.05). Milk production (r = - 0.504; P < 0.001), milk sale price (r = - 0.222; P = 0.005), and herd size (r = - 0.225; P = 0.005) were negatively associated with CASI, whereas dry matter intake (r = 0.163; P = 0.041) and forage intake (r = 0.191; P = 0.016) were positively associated. The regression model explained 65.5% of CASI variation and identified significant associations with milk production, milk sale price, net energy for lactation, and feeding cost (P < 0.001). Interactions between milk production and days open (P = 0.029) and services per conception (P < 0.001) indicated production-dependent reproductive effects. Three farm profiles differed in scale, intensification, and economic performance. Overall, CASI was mainly associated with productive, nutritional, and feeding-cost variables, suggesting that improving production efficiency, nutritional management, and feed cost control may provide greater economic benefits than improving reproductive performance alone.

Indexed as

Animal FeedDairyingLactationMilkAnimal Nutritional Physiological PhenomenaAnimalsCattleFemaleReproductionRetrospective StudiesCASICluster analysisDairy profitabilityHerd managementReproductive performance

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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.