ReviewAnimals : an open access journal from MDPI2026
Productive and Reproductive Record Keeping in Low-to-Middle-Income Tropical Livestock Systems: Challenges and Perspectives.
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.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
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
Identifiers
What OpenQuestion holds
Registered trials
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.