Evidence map›Paper›PMID 42488908›Full record

ArticleFrontiers in veterinary science2026

A spatiotemporal analysis of the spread of African swine fever in Vietnam in 2019.

Vo Dinh Chuong, Rachel A Schambow, Chia-Hui Hsu, Nguyen Thi Diep, Phan Quang Minh, Hoang Manh Tien, John M Humphreys, Andres M Perez

Abstract read
In one paragraph

Article in Frontiers in veterinary science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

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3 · Its place in the literature

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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

8 authors.

Vo Dinh ChuongVietnam Department of Animal Health and Production, Hanoi, Vietnam.
Rachel A SchambowCenter for Animal Health and Food Safety, College of Veterinary Medicine, University of Minnesota, Saint Paul, MN, United States.
Chia-Hui HsuCenter for Animal Health and Food Safety, College of Veterinary Medicine, University of Minnesota, Saint Paul, MN, United States.
Nguyen Thi DiepVietnam Department of Animal Health and Production, Hanoi, Vietnam.
Phan Quang MinhVietnam Department of Animal Health and Production, Hanoi, Vietnam.
Hoang Manh TienVietnam Department of Animal Health and Production, Hanoi, Vietnam.
John M HumphreysUS Department of Agriculture, Agricultural Research Service, National Bio and Agro-Defense Facility, Manhattan, KS, United States.
Andres M PerezCenter for Animal Health and Food Safety, College of Veterinary Medicine, University of Minnesota, Saint Paul, MN, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: African swine fever (ASF) was first detected in Vietnam in early February 2019 and spread rapidly nationwide. By December 2019, ASF had been reported in 8,509 of 11,055 communes (77%) across all 63 provinces and municipalities. Methods: Descriptive analyses were performed to summarize temporal and spatial patterns of ASF-affected communes (outbreaks). Outbreak data were aggregated weekly (week 1-48) based on onset date, and weekly counts, cumulative numbers, and proportions of affected communes were calculated. To quantify the early spread of ASF, we analyzed commune-level outbreak data from 2019. Temporal progression was assessed using linear and negative binomial regression models, whereas spatiotemporal clusters were identified using a space-time permutation model. Results: The linear regression analysis indicated an approximately 2.5 percentage-point weekly increase in the cumulative proportion of affected communes ( Conclusion: These findings highlight the extensive geographic scale of ASF transmission in Vietnam in the first year of the epidemic. The rapid and extensive spread observed suggests that a stamping-out strategy, as typically implemented, may face substantial challenges under such epidemic conditions. Instead, the results emphasize the importance of impact-mitigation strategies and long-term management approaches, including enhanced biosecurity, farmer support, and measures to maintain a stable pork supply. These findings also provide relevant insights for countries facing similar endemic conditions or at risk of ASF introduction.

Indexed as

African swine fever (ASF)disease spreadepidemiologyspatiotemporal cluster analysisVietnam

Identifiers

PMID42488908
PMCPMC13388069

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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.