Evidence map›Paper›PMID 42278124›Full record

ReviewAnimals : an open access journal from MDPI2026

Productive and Reproductive Record Keeping in Low-to-Middle-Income Tropical Livestock Systems: Challenges and Perspectives.

Juan José Romero-Zúñiga, Carlos S Galina, Mariana Geffroy, Manuel D Corro, Martín Maquivar

Abstract readReview
In one paragraph

Review in Animals : an open access journal from MDPI, 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

5 authors.

Juan José Romero-ZúñigaPrograma de Investigación en Medicina Poblacional, Escuela de Medicina Veterinaria, Universidad Nacional de Costa Rica, Campus Benjamín Núñez, Heredia 40101, Costa Rica.ORCID 0000-0002-5252-1604
Carlos S GalinaDepartamento de Reproducción, Facultad de Medicina, Veterinaria y Zootecnia, Universidad Nacional Autónoma de México, Ciudad Universitaria, México City 04510, Mexico.
Mariana GeffroyDepartamento de Reproducción, Facultad de Medicina, Veterinaria y Zootecnia, Universidad Nacional Autónoma de México, Ciudad Universitaria, México City 04510, Mexico.
Manuel D CorroCentro de Enseñanza Investigación y Extensión en Ganadería Tropical, Facultad de Medicina Veterinaria y Zootecnia, Universidad Nacional Autónoma de México, Tlapacoyan 93650, Mexico.ORCID 0000-0002-8149-6831
Martín MaquivarDepartment of Animal Sciences, Washington State University, Pullman, WA 99164, USA.ORCID 0000-0002-3584-5519

Funding

National Autonomous University of Mexico PAPIIT-UNAM 200325
6 · The paper itself

Abstract

Tropical regions can vary according to geographical location, climatic conditions, socio-economic characteristics and the diversity of biological resources. In animal production systems in tropical regions, dairy cattle and/or dual-purpose farmers often struggle to maintain accurate records due to a multitude of factors. Low-to-middle-income farmers face challenges including financial constraints, limited access to veterinary services/technical consultation, limited awareness of available technologies, and the inability to implement them. These barriers hinder the adoption of effective herd management practices and preventive health measures to optimize production and health. Without proper record keeping, the limited information available may not accurately reflect the farm situation, and decision making could lead to adverse economic and environmental outcomes. Despite technological advancements that simplify data collection, analysis and interpretation, many tropical farms still encounter significant challenges in adopting these practices. The objective of the present scoping review is to provide an overview of the current status and to highlight the importance and necessity of collecting, maintaining, and interpreting records to achieve sustainable animal production systems in tropical regions.

Indexed as

animal productiondecision makingglobal changeproduction efficiencyrecord keepingreproductionsustainability

Identifiers

PMID42278124
PMCPMC13255785

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.