Evidence map›Paper›PMID 42404075›Full record

ArticleVeterinary and animal science2026

The effects of heat stress on milk yield and composition in dairy cattle: meta-analysis study.

Özgür Özcan, Serdal Dikmen

Abstract read
In one paragraph

Article in Veterinary and animal science, 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

2 authors.

Özgür ÖzcanBursa Uludag University, Faculty of Veterinary Medicine, Department of Animal Science, Bursa, 16059, Türkiye.
Serdal DikmenBursa Uludag University, Faculty of Veterinary Medicine, Department of Animal Science, Bursa, 16059, Türkiye.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Global climate change has positioned thermal stress as a critical challenge in dairy production. Heat stress is widely documented to involve alterations in both productive traits, and physio-pathological indicators. This meta-analysis was conducted to provide a quantitative synthesis of the observed variations in milk production parameters during thermal stress. Following PRISMA protocols and the PICOS framework, a systematic dataset was compiled from 35 independent studies published between 2010 and 2023. To address the inherent high heterogeneity (I² ≥ 90%) among studies, the Inverse Variance Heterogeneity (IVhet) model was employed for statistical pooling. Effect sizes were interpreted using Cohen's d, and potential sources of variance were explored through THI (Temperature-Humidity Index) based subgroup analyses and meta-regression. The pooled estimators indicate a significant negative association between heat stress and milk yield (d = -0.723). Noticeable reductions were also observed in milk composition parameters, specifically for milk fat (d = -0.633), milk protein (d = -0.555), and milk lactose (d = -0.404). Subgroup analysis indicated that these production declines become more pronounced when the THI exceeds a threshold of 72. However, due to substantial heterogeneity among studies, these pooled estimates should be interpreted as generalized global trends rather than precise universal thresholds. In conclusion, this meta-analysis confirms a consistent alignment between elevated thermal indices and qualitative as well as quantitative production losses. Rather than prescribing specific management interventions, these findings underscore the necessity for future research to account for cumulative exposure duration and localized farm microclimates to better predict production responses.

Indexed as

Dairy cattleHeat stressMeta-analysisMilk compositionMilk yield

Identifiers

PMID42404075
PMCPMC13329589

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.