Evidence map›Paper›PMID 40771953›Full record

ArticleFrontiers in veterinary science2025

Evaluating methods to explore antibiotic use on smallholding pig farms in peri-urban Kenya.

Claire Scott, Nicholas Bor, Kristen Klara Reyher, Alex J Tasker, Henry Buller, Max Korir, Dishon M Muloi, Irene Bueno, Lian Francesca Thomas

Abstract read
In one paragraph

Article in Frontiers in veterinary science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

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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

2 citing papers in PubMed.

  1. Article
  2. 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

9 authors.

Claire ScottThe Bristol Veterinary School, University of Bristol, Langford, North Somerset, United Kingdom.
Nicholas BorDepartment of Animal and Human Health, International Livestock Research Institute, Nairobi, Kenya.
Kristen Klara ReyherThe Bristol Veterinary School, University of Bristol, Langford, North Somerset, United Kingdom.
Alex J TaskerThe Bristol Veterinary School, University of Bristol, Langford, North Somerset, United Kingdom.
Henry BullerDepartment of Geography, University of Exeter, Exeter, United Kingdom.
Max KorirDepartment of Animal and Human Health, International Livestock Research Institute, Nairobi, Kenya.
Dishon M MuloiDepartment of Animal and Human Health, International Livestock Research Institute, Nairobi, Kenya.
Irene BuenoThe Bristol Veterinary School, University of Bristol, Langford, North Somerset, United Kingdom.
Lian Francesca ThomasDepartment of Animal and Human Health, International Livestock Research Institute, Nairobi, Kenya.

Funding

Wellcome Trust
6 · The paper itself

Abstract

Background: Understanding patterns and practices of antibiotic use (ABU) in livestock is crucial to make informed recommendations for improved antibiotic stewardship and to measure the impact of interventions aimed at reducing inappropriate ABU. In the absence of a unified tool to determine ABU at the farm level, we aimed to enhance the understanding of methodological approaches used to explore ABU by evaluating the strengths and limitations of four different methods on smallholding pig farms in a peri-urban area of Nairobi, Kenya. Methods: ABU collection methods were trialed in parallel over one month on 13 farms. We evaluated four methods for their effectiveness in collecting instances of ABU and facilitating further exploration of ABU practices using qualitative discussion. The methods were: waste bucket analysis; medicine-recording sheets; weekly semi-structured interviews; and the "Drug Bag" medicine sorting technique. Results: We found that no single method captured all likely or reported instances of ABU. Waste bucket analysis collected the lowest number of instances of reported ABU. The "Drug Bag" collected the highest number of instances but risked over-reporting due to misrecognition, duplication, and recall errors. Contextual factors, such as ABU practices specific to the study context, affected methodological success. An example of this was individual animal treatments being the mainstay of antibiotic use, meaning that empty packaging was not available for the waste bucket. The use of multiple methods in parallel and qualitative data collection was helpful in ascertaining the likelihood of over- or under-reporting of ABU and allowed us to gather a more detailed understanding of ABU practices. Discussion: Our results highlight the challenges of gathering accurate farm-level ABU data. Future studies must consider methodological suitability when planning data collection; we recommend that methodological suitability statements should be included in future publications. Triangulation of methods and qualitative data collection should be employed where possible. Comparative analyses between ABU studies should be carefully structured to account for both methodological and contextual variation.

Indexed as

antibiotic useevaluateKenyamethodspig productionsmallholder

Identifiers

PMID40771953
PMCPMC12327391

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.