Evidence map›Paper›PMID 41511955›Full record

ArticlePloS one2026

Minding the knowledge-action gap: Results from a mixed-methods study of antimicrobial use among dairy farmers in central Uganda.

Anica Buckel, Clovice Kankya, Mark A Caudell, Tabitha Kimani, Alice Namatovu, Lordrick Alinaitwe, James Natweta Baguma, Rogers Musiitwa, Methodius Tubihemukama, Junxia Song and 3 more

Abstract read
In one paragraph

Article in PloS one, 2026. 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

13 authors.

Anica BuckelAnimal Production and Health Division/Joint Centre for Zoonotic Diseases and Antimicrobial Resistance, Food and Agriculture Organization of the United Nations, Rome, Italy.ORCID https://orcid.org/0009-0003-3260-1599
Clovice KankyaDepartment of Biosecurity, Ecosystems and Veterinary Public Health, Makerere University, Kampala, Uganda.ORCID https://orcid.org/0000-0001-6315-1699
Mark A CaudellEmergency Centre for Transboundary Animal Diseases, Food and Agriculture Organization of the United Nations, Nairobi, Kenya.
Tabitha KimaniEmergency Centre for Transboundary Animal Diseases, Food and Agriculture Organization of the United Nations, Nairobi, Kenya.
Alice NamatovuEmergency Centre for Transboundary Animal Diseases, Food and Agriculture Organization of the United Nations, Kampala, Uganda.
Lordrick AlinaitweDepartment of Biosecurity, Ecosystems and Veterinary Public Health, Makerere University, Kampala, Uganda.ORCID https://orcid.org/0000-0002-5432-6407
James Natweta BagumaDepartment of Biosecurity, Ecosystems and Veterinary Public Health, Makerere University, Kampala, Uganda.
Rogers MusiitwaDepartment of Biosecurity, Ecosystems and Veterinary Public Health, Makerere University, Kampala, Uganda.
Methodius TubihemukamaDepartment of Biosecurity, Ecosystems and Veterinary Public Health, Makerere University, Kampala, Uganda.
Junxia SongAnimal Production and Health Division/Joint Centre for Zoonotic Diseases and Antimicrobial Resistance, Food and Agriculture Organization of the United Nations, Rome, Italy.
Emmanuel KabaliAnimal Production and Health Division/Joint Centre for Zoonotic Diseases and Antimicrobial Resistance, Food and Agriculture Organization of the United Nations, Rome, Italy.
Jorge Pinto FerreiraAgrifood Systems and Food Safety Division, Food and Agriculture Organization of the United Nations, Rome, Italy.
Jeffrey LeJeuneAgrifood Systems and Food Safety Division, Food and Agriculture Organization of the United Nations, Rome, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Antimicrobial resistance (AMR) presents a growing threat to global health and food security, accelerated by human behaviours such as suboptimal use patterns. While the negative consequences of AMR will be particularly severe in low- and middle-income countries, relatively little is known about the extent and frequency of behaviours that contribute to AMR in these regions. This mixed-methods study, which included a cross-sectional survey, examines knowledge, attitudes, and practices related to antimicrobial use (AMU) among 417 smallholder dairy farmers in Uganda's Wakiso, Kampala, and Mukono districts. We found that (1) farmers' AMU practices were associated with attitudes toward veterinarians and access barriers, with many relying on private veterinarians due to challenges accessing public animal health services; and; and (2) findings support the concept of a 'knowledge-action gap,' as AMR knowledge and belief items were weakly associated with prudent antimicrobial use and related practices in our exploratory models, These findings highlight the need to rethink the current reliance on conventional knowledge-attitude-practice (KAP) interventions alone. Instead, behaviour-centred approaches informed by theory-driven behaviour change frameworks, along with interdisciplinary collaboration, may offer more profound insight into the multifaceted factors that shape AMR-associated practices and inform more tailored interventions. Finally, given the prominent role of private veterinary service providers as trusted points of contact for farmers, there is a clear need to foster partnerships that formally recognise and engage these actors in stewardship efforts while ensuring alignment with national policy and regulatory oversight.

Indexed as

Anti-Bacterial AgentsAnti-Infective AgentsDairyingFarmersHealth Knowledge, Attitudes, PracticeAnimalsCattleCross-Sectional StudiesFemaleHumansSurveys and QuestionnairesUgandaAnti-Bacterial AgentsAnti-Infective Agents

Identifiers

PMID41511955
PMCPMC12788652

What Socratic 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 Socratic graph.