Evidence map›Paper›PMID 42111054›Full record

ArticleTransboundary and emerging diseases2026

Resilience of Belgian Cattle Farmers Towards Infectious Diseases Outbreaks.

Véronique Renault, Laurent Delooz, Marie-France Humblet, Claude Saegerman

Abstract read
In one paragraph

Article in Transboundary and emerging diseases, 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

4 authors.

Véronique RenaultResearch Unit in Epidemiology, Risk Analysis and Biosecurity Applied, Fundamental and Applied Research for Animal Health (FARAH) Centre, Faculty of Veterinary Medicine, University of Liege, Liege, Belgium, ulg.ac.be.ORCID https://orcid.org/0000-0003-2529-3965
Laurent DeloozRegional Association for Animal Health and Identification (ARSIA), Ciney, Belgium.ORCID https://orcid.org/0000-0002-0679-1240
Marie-France HumbletDepartment for Occupational Protection and Hygiene-Unit Biosafety, Biosecurity and Environmental Licences, University of Liege, Liege, Belgium, ulg.ac.be.ORCID https://orcid.org/0000-0003-4069-9402
Claude SaegermanResearch Unit in Epidemiology, Risk Analysis and Biosecurity Applied, Fundamental and Applied Research for Animal Health (FARAH) Centre, Faculty of Veterinary Medicine, University of Liege, Liege, Belgium, ulg.ac.be.ORCID https://orcid.org/0000-0001-9087-7436

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The study addresses the growing risk of infectious disease outbreaks in livestock by developing and applying a composite resilience index to evaluate the adaptive capacity of Belgian cattle farmers in implementing biosecurity measures (BSMs). The framework integrates three core dimensions, that is, implementation, feasibility and effectiveness, across three priority diseases representing distinct epidemiological profiles and transmission routes like brucellosis, bovine viral diarrhoea (BVD) and foot-and-mouth disease (FMD). The analysis combines three data sources as follows: (i) a farm-level survey documenting the implementation of 41 BSM across 100 cattle farms, (ii) a feasibility assessment conducted with a panel of 38 farmers and (iii) expert evaluations of the disease-specific effectiveness of each BSM. Farm-level resilience scores were computed by weighting the degree of implementation by the feasibility and effectiveness of each BSM. Results show marked heterogeneity in resilience scores (17% to 99%) and in both the feasibility and adoption of BSM. Several measures assessed as both effective and feasible exhibited low uptake, indicating the existence of behavioural and perceptual barriers. The overall resilience index followed a normal distribution and was significantly higher in dairy farms than in beef farms, while no significant differences were observed between provinces. The study introduces a robust, evidence-based tool for assessing and benchmarking farm-level biosecurity resilience. It concludes that enhancing resilience depends less on the number of BSM implemented than on the strategic selection of context-appropriate, feasible, and effective measures. The findings support a shift towards disease-specific, tailored biosecurity strategies and highlight the need for further research into the behavioural determinants of feasibility.

Indexed as

Cattle DiseasesDisease OutbreaksFarmersAnimal HusbandryAnimalsBelgiumBiosecurityCattleCommunicable Disease ControlFoot-and-Mouth Diseasebiosecuritycattleeffectivenessfarmerfeasibilityimplementationinfectious diseasesoutbreaksresiliencescoring

Identifiers

PMID42111054
PMCPMC13150689

What OpenQuestion holds

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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.