Evidence map›Paper›PMID 39703781›Full record

ArticleConservation physiology2024

Connecting the dots: relationship between heart rate and overall dynamic body acceleration in free-ranging cattle.

L J Niccolai, Olivier Devineau, Alexandra Thiel, Barbara Zimmermann, L Alina Evans

Abstract read
In one paragraph

Article in Conservation physiology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. From electrocardiography to energetics: methods, constraints, and practical considerations for heart rate biologging in small animals.Journal of comparative physiology. B, Biochemical, systemic, and environmental physiology · 2026
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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.

L J NiccolaiDepartment of Forestry and Wildlife Management, University of Inland Norway, Evenstad, NO-2480 Koppang, Norway.ORCID https://orcid.org/0009-0001-0677-1258
Olivier DevineauDepartment of Forestry and Wildlife Management, University of Inland Norway, Evenstad, NO-2480 Koppang, Norway.
Alexandra ThielDepartment of Forestry and Wildlife Management, University of Inland Norway, Evenstad, NO-2480 Koppang, Norway.
Barbara ZimmermannDepartment of Forestry and Wildlife Management, University of Inland Norway, Evenstad, NO-2480 Koppang, Norway.
L Alina EvansDepartment of Forestry and Wildlife Management, University of Inland Norway, Evenstad, NO-2480 Koppang, Norway.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Monitoring physiological indicators including heart rate (HR) is crucial for managing animal welfare across diverse settings, from precision livestock farming to wildlife conservation. HR is a reliable indicator of energy expenditure and stress, yet the invasive nature of HR loggers limits their application in wild and free-ranging species. This study explores whether overall dynamic body acceleration (ODBA), measured with an external accelerometer, can serve as a less invasive proxy for HR. Using free-ranging cattle as a model species in Norway, we examined the relationship between ODBA and HR to assess how external accelerometry might indirectly reflect physiological states in settings that resemble wild conditions. Cattle provide an ideal model because they share some characteristics with wild herbivores, including exposure to diverse terrain and potential predation, whilst offering advantages for handling and sensor retrieval. Our findings showed that low ODBA values corresponded to static behaviours (e.g. standing, ruminating), where small movements caused HR spikes, whilst higher ODBA reflected dynamic activities (e.g. walking, foraging), with HR plateauing. This relationship suggests that ODBA can be used to approximate HR in environments where direct HR measurement is challenging. By using accelerometry to infer HR changes in free-ranging cattle, this study offers insights that could extend to wild species, offering a tool for conservationists to monitor and manage animal health and well-being less invasively.

Indexed as

Accelerometrybio-loggersBos taurusNorwayruminant

Identifiers

PMID39703781
PMCPMC11655874

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LicenceCC BY
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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.