Evidence map›Paper›PMID 42801179›Full record

ArticleTranslational animal science2026

Efficacy of virtual fencing to manage two groups of cattle with adjacent virtual boundaries.

T Aquino, B Zhao, M Drewnoski, P H Fernandes, M Stephenson, Y Xiong

Abstract read
In one paragraph

Article in Translational 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

6 authors.

T AquinoDepartment of Animal Science, University of Nebraska-Lincoln, Lincoln, NE 68583, United States.
B ZhaoDepartment of Animal Science, University of Nebraska-Lincoln, Lincoln, NE 68583, United States.
M DrewnoskiDepartment of Animal Science, University of Nebraska-Lincoln, Lincoln, NE 68583, United States.
P H FernandesDepartment of Animal Science, University of Nebraska-Lincoln, Lincoln, NE 68583, United States.
M StephensonPanhandle Research, Extension and Education Center, University of Nebraska-Lincoln, Scottsbluff, NE 69361, United States.
Y XiongDepartment of Animal Science, University of Nebraska-Lincoln, Lincoln, NE 68583, United States.ORCID https://orcid.org/0000-0003-2246-7448

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Virtual fencing (VF) allows cattle producers to manage grazing without additional physical fencing. Although VF is effective for managing one cattle group within a virtual paddock, its efficacy for managing multiple groups within the same pasture, separated only by VF boundaries, remains unclear. This capability could support flexible forage allocation among cattle groups with different nutritional requirements. The objective was to evaluate whether VF could maintain separation between adjacent cattle groups without physical cross-fencing. In this 8-week crossover study, 39 VF-trained yearling steers were assigned to three 13-steer herds. Two experimental herds alternated between a co-fenced treatment (CO), in which another cattle group grazed in an adjacent virtual paddock, and an isolated treatment (ISO), in which no neighboring cattle occupied an adjacent paddock. A third VF-managed group established the adjacent-cattle exposure for CO and was not an experimental herd. A 20-m buffer was implemented between adjacent virtual paddocks. Daily audio cues and electrical pulses per steer were recorded, and GPS locations were used to calculate containment. Containment was analyzed using a beta mixed-effects model with treatment, week, and pasture as fixed effects and herd as a random effect. Cue outcomes were analyzed using repeated-measures mixed models with treatment, day within week, and their interaction as fixed effects, week as a random effect, and an AR(1) covariance structure to account for repeated observations within herd. Fence treatment did not affect the number of audio (

Indexed as

Beef cattlebehaviorcontainmentprecision livestock managementspatial distributionvirtual fencing

Identifiers

PMID42801179
PMCPMC13615850

What OpenQuestion holds

Textmetadata
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.