Evidence map›Paper›PMID 38384950›Full record

ArticleFrontiers in veterinary science2024

An overlooked poultry trade network of the smallholder farms in the border provinces of Thailand, 2021: implications for avian influenza surveillance.

Soawapak Hinjoy, Pornchai Thumrin, Jitphanu Sridet, Chat Chaiyaso, Weerachai Suddee, Yupawat Thukngamdee, Oiythip Yasopa, Ong-Orn Prasarnphanich, Somruethai Na Nan, Punnarai Smithsuwan and 3 more

Open access · goldAbstract read
In one paragraph

Article in Frontiers in veterinary science, 2024. 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
1.1field-weighted citation impact, top 25% of its field
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

2 citing papers in PubMed, 2 citations in OpenAlex.

  1. Article
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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 at 5 institutions in 1 country.

Soawapak HinjoyOffice of International Cooperation, Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand.
Pornchai ThumrinOffice of International Cooperation, Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand.
Jitphanu SridetOffice of International Cooperation, Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand.
Chat ChaiyasoOffice of International Cooperation, Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand.
Weerachai SuddeeBureau of Disease Control and Veterinary Services, Department of Livestock Development, Ministry of Agriculture and Cooperatives, Bangkok, Thailand.
Yupawat ThukngamdeeBureau of Disease Control and Veterinary Services, Department of Livestock Development, Ministry of Agriculture and Cooperatives, Bangkok, Thailand.
Oiythip YasopaDivision of Epidemiology, Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand.
Ong-Orn PrasarnphanichDivision of Global Health Protection, Global Health Center, US Centers for Disease Control and Prevention, Nonthaburi, Thailand.
Somruethai Na NanDivision of Global Health Protection, Global Health Center, US Centers for Disease Control and Prevention, Nonthaburi, Thailand.
Punnarai SmithsuwanOffice of International Cooperation, Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand.
Janjao RodchangphuenOffice of International Cooperation, Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand.
Carlie L SulpizioDivision of Global HIV and TB, Global Health Center, US Centers for Disease Control and Prevention, Nonthaburi, Thailand.
Anuwat WiratsudakulDepartment of Clinical Sciences and Public Health and the Monitoring and Surveillance Center for Zoonotic Diseases in Wildlife and Exotic Animals, Faculty of Veterinary Science, Mahidol University, Nakhon Pathom, Thailand.
Department of Disease Control · THMinistry of Public Health · THDepartment of Livestock Development · THMahidol University · THMinistry of Agriculture and Cooperatives · TH

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: In Thailand, community-level poultry trade is conducted on a small-scale involving farmers and traders with many trade networks. Understanding the poultry movements may help identify different activities that farmers and traders might contribute to the spread of avian influenza. Methods: This study aimed to describe the characteristics of players involved in the poultry trade network at the northeastern border of Thailand using network analysis approaches. Mukdahan and Nakhon Phanom provinces, which border Laos, and Ubon Ratchathani province, which borders both Laos and Cambodia, were selected as survey sites. Results: Local veterinary officers identified and interviewed 338 poultry farmers and eight poultry traders in 2021. A weighted directed network identified incoming and outgoing movements of where the subdistricts traded chickens. Ninety-nine subdistricts and 181 trade links were captured. A self-looping (trader and consumer in the same subdistrict) feedback was found in 56 of 99 subdistricts. The median distance of the movements was 14.02 km (interquartile range (IQR): 6.04-102.74 km), with a maximum of 823.08 km. Most subdistricts in the network had few poultry trade connections, with a median of 1. They typically connected to 1-5 other subdistricts, most often receiving poultry from 1 to 2.5 subdistricts, and sending to 1-2 subdistricts. The subdistricts with the highest overall and in-degree centrality were located in Mukdahan province, whereas one with the highest out-degree centrality was found in Nakhon Phanom province. Discussion: The poultry movement pattern observed in this network helps explain how avian influenza could spread over the networks once introduced.

Indexed as

avian influenzacountry borderlocal communitynetwork analysispoultry trade network

Identifiers

PMID38384950
PMCPMC10879335
OpenAlexW4391610455

What OpenQuestion holds

Textmetadata
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.