Evidence map›Paper›PMID 42094844›Full record

ArticleOne health (Amsterdam, Netherlands)2026

Assessing the impact of outdoor farming, farm size, and farm density on highly pathogenic avian influenza epidemics: A modelling study in the Netherlands.

Thanicha Chanchaidechachai, Arjan Stegeman, Francisca C Velkers, Jose L Gonzales, Egil A J Fischer

Abstract read
In one paragraph

Article in One health (Amsterdam, Netherlands), 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

5 authors.

Thanicha ChanchaidechachaiDepartment of Farm Animal Health, Faculty of Veterinary Medicine, Utrecht University, Utrecht, the Netherlands.
Arjan StegemanDepartment of Farm Animal Health, Faculty of Veterinary Medicine, Utrecht University, Utrecht, the Netherlands.
Francisca C VelkersDepartment of Farm Animal Health, Faculty of Veterinary Medicine, Utrecht University, Utrecht, the Netherlands.
Jose L GonzalesDepartment of Epidemiology, Bioinformatics and Animal Models, Wageningen Bioveterinary Research, Lelystad, the Netherlands.
Egil A J FischerDepartment of Farm Animal Health, Faculty of Veterinary Medicine, Utrecht University, Utrecht, the Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Poultry farming in the Netherlands is moving toward more extensive systems to promote animal welfare, a shift that has led to the rising number of organic and free-range farms, which provide poultry with outdoor access, lower maximum stocking densities, and limited flock sizes. However, the effect of these changes on the risk of infectious diseases for poultry remains unclear. In this study, we assessed the effects of these changes on the risk of highly pathogenic avian influenza (HPAI) introduction from the environment into poultry farms and HPAI spread between farms. We focused on the changes in farm production system in broiler and layer farms, which are the majority of the poultry population in the Netherlands. The increasing number of outdoor farms increased the introduction risk of HPAI and HPAI epidemic size (number of affected farms), with outdoor layer farms contributing more substantially to the risk than outdoor broiler farms due to the higher susceptibility of layer farms. Spatial clustering of outdoor farms sharply increased the epidemic size. Farm size reduction and decreasing the number of farms reduced the epidemic sizes. Although outdoor farming practices can promote better animal welfare, they potentially increase risk of HPAI introduction and spread. However, this risk can be mitigated by preventing clusters of outdoor farms, reducing farm size, or decreasing the overall number of farms.

Indexed as

Avian influenzaBetween-farm transmissionDisease modelExposureOutdoorPoultry farms

Identifiers

PMID42094844
PMCPMC13141481

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.