Evidence map›Paper›PMID 40043769›Full record

ArticleJournal of dairy science2025

A focus group study exploring necessary competencies and contextual factors for effective antimicrobial stewardship on dairy farms.

Devon J Wilson, Elizabeth M Parker, Rafael Portillo-Gonzalez, Pamela L Ruegg, Gregory G Habing

Abstract read
In one paragraph

Article in Journal of dairy science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Devon J WilsonChilliwack, BC, Canada, V4Z 1H3.
Elizabeth M ParkerDepartment of Veterinary Preventive Medicine, The Ohio State University, Columbus, OH 43210.
Rafael Portillo-GonzalezDepartment of Veterinary Preventive Medicine, The Ohio State University, Columbus, OH 43210.
Pamela L RueggDepartment of Large Animal Clinical Sciences, Michigan State University, East Lansing, MI, 48824.
Gregory G HabingDepartment of Veterinary Preventive Medicine, The Ohio State University, Columbus, OH 43210. Electronic address: habing.4@osu.edu.

Funding

FDA HHS U01 FD007790
6 · The paper itself

Abstract

There is a need for improved antimicrobial stewardship on dairy farms, and changes will be largely enacted by the farm workers who are responsible for carrying out farm procedures. For this reason, efforts directed at educating and enabling farm workers in antimicrobial stewardship are necessary for compliance with farm-level antimicrobial usage policies. Therefore, the objectives of this research were (1) to determine the competencies needed by dairy farm workers to implement antimicrobial stewardship and to inform educational resource development and (2) explore the farm contexts that influence farm worker antimicrobial stewardship capabilities. Initially, focus group discussions were conducted in person with 6 groups of veterinarians at 3 independent conferences held in the United States. To gain additional perspectives, 2 focus groups were conducted via video link with dairy producers from the midwestern United States. The focus groups had 4 to 8 participants and 2 to 4 facilitators each, and were audio recorded and transcribed for analysis. Discussions were audio recorded, transcribed, and evaluated using inductive thematic analysis, with 9 key themes identified. Participants emphasized that farm workers needed to be willing to learn, to be responsible, and to be consistent in their execution of tasks. Furthermore, farm workers needed knowledge about the rationale behind antimicrobial use strategies and disease mitigation practices. General skills needed by farm workers included good communication, excellent observation, and the ability to follow protocols and keep records. Technical skills required by farm workers related to the handling of animals, attention to cleanliness, ability to properly administer pharmaceutical products, and farm equipment maintenance. The skills and knowledge required differed among farm workers depending on their responsibilities and experience, with greater expectations for herd managers compared with employees who specialized in a specific task such as milking. Farm contexts that affected antimicrobial stewardship included the farm size, which had an impact on the 3 other themes: workplace culture, leadership, and tools. Workplace culture encompassed having an approachable environment and clear responsibilities, and leadership encompassed managerial capacity and veterinary support. Important tools for effective antimicrobial stewardship included relevant and up-to-date protocols, technology, equipment, and a proficient workforce. The evidence provided through these focus groups is useful for informing competency-based educational efforts aimed at improving antimicrobial stewardship on dairy farms.

Indexed as

Antimicrobial StewardshipDairyingAnimalsCattleFarmersFarmsFemaleFocus GroupsHumansVeterinariansantimicrobial usedairy cattleeducationqualitative

Identifiers

PMID40043769
PMCPMC12820904

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.