Evidence map›Paper›PMID 41695658›Full record

ArticleAnimal welfare (South Mimms, England)2026

Non-invasive physiological indicators of welfare in dairy cows.

Louise Kremer, Kees van Reenen, Akke Kok, Eddie A M Bokkers, Gerrit Gort, Jasper Engel, Joop T N van der Werf, Laura E Webb

Abstract read
In one paragraph

Article in Animal welfare (South Mimms, England), 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

8 authors.

Louise KremerAnimal Production Systems group, Wageningen University & Research, The Netherlands.
Kees van ReenenWageningen Livestock Research, Wageningen University & Research, PO Box 338, 6700 AH Wageningen, The Netherlands.
Akke KokWageningen Social and Economic Research, Wageningen University & Research, PO Box 338, 6700 AH Wageningen, The Netherlands.
Eddie A M BokkersAnimal Production Systems group, Wageningen University & Research, The Netherlands.
Gerrit GortBiometris, Wageningen University & Research, PO Box 16, 6700 AA Wageningen, The Netherlands.
Jasper EngelBiometris, Wageningen University & Research, PO Box 16, 6700 AA Wageningen, The Netherlands.
Joop T N van der WerfWageningen Livestock Research, Wageningen University & Research, PO Box 338, 6700 AH Wageningen, The Netherlands.ORCID https://orcid.org/0000-0003-2341-7338
Laura E WebbAnimal Production Systems group, Wageningen University & Research, The Netherlands.ORCID https://orcid.org/0000-0002-4943-4294

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Indicators of dairy cow welfare are important for the future assessment and improvement of cow welfare on-farm. The objective of this study was to investigate three categories of non-invasive physiological parameters as potential indicators of welfare in dairy cows, namely cumulation of cortisol in the hair, variability in heart rate (HRV), and variability and composition of milk yield, while taking personality traits into account. These indicators were assessed when cows (all primiparous; n = 48) were housed under reference conditions and when exposed to either improving or worsening housing conditions (weekly changes over the course of six weeks). The worsening housing led to an increase in heart rate and a decrease in milk yield. The housing effects on HRV and other milk-derived indicators, however, were affected by the personality traits of activity, fearfulness and sociability. Less active cows, less fearful cows and less social cows all displayed increases in HRV in the improving housing, but more active cows showed against expectations increased HRV in the worsening housing. More fearful cows showed increases in daily milk fluctuations in the worsening housing. These results point to HRV and milk-derived indicators, the latter of which are often routinely collected and that in addition to being non-invasive are also non-intrusive, as providing interesting physiological indicators of dairy cow welfare which will warrant further research.

Indexed as

Animal welfaredairy cattlehair cortisolheart-rate variabilitymilk yieldpersonality

Identifiers

PMID41695658
PMCPMC12895201

What OpenQuestion holds

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LicenceCC BY
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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.