Evidence map›Paper›PMID 40980208›Full record

ArticleVeterinary medicine international2025

Movement Networks of Domestic Livestock Susceptible to Food and Mouth Disease in Thailand.

Sukanya Thongratsakul, Nattachai Warrasuth, Chaithep Poolkhet

Abstract read
In one paragraph

Article in Veterinary medicine international, 2025. 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

3 authors.

Sukanya ThongratsakulAkkhraratchakumari Veterinary College, Walailak University, Tha Sala, Nakhon Si Thammarat, Thailand.ORCID https://orcid.org/0000-0001-6252-078X
Nattachai WarrasuthDepartment of Livestock Development, Ministry of Agriculture and Cooperatives, Bangkok, Thailand.
Chaithep PoolkhetAkkhraratchakumari Veterinary College, Walailak University, Tha Sala, Nakhon Si Thammarat, Thailand.ORCID https://orcid.org/0000-0003-2968-9182

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Foot and mouth disease (FMD) is one of the most common diseases in livestock that causes great losses to industrial livestock production. FMD may spread through animal movements. Therefore, this study aimed to analyze the patterns of domestic livestock movements susceptible to FMD using social network analysis and exponential random graph models (ERGMs). Three years of secondary data on animal movements from January 2017 to December 2019 were analyzed and simulated. We found that pig movements account for the largest proportion of FMD each year. Central Thailand was seemingly prominent for animal movements. For ERGMs, the microstructures: edges, mutual, TwoPath, and triangle, were tested and appeared in the movement networks for all the years. The results of our data analysis would help relevant authorities better understand animal movement patterns resulting in superior planning and surveillance for disease control. Moreover, this study's findings can be applied to analyze animal movement patterns globally, aiding in the development of effective disease prevention and control policies. Understanding these patterns enhances planning and surveillance for disease control across various regions.

Indexed as

exponential random graph models (ERGMs)foot and mouth disease (FMD)movement networkssocial network analysisThailand

Identifiers

PMID40980208
PMCPMC12446586

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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.