ArticleScientific reports2023
Identifying target areas for risk-based surveillance and control of transboundary animal diseases: a seasonal analysis of slaughter and live-trade cattle movements in Uganda.
Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 10 citations in OpenAlex.
- Social, economic, and transboundary importance of foot and mouth disease quarantines in East Africa.Journal of rural studies · 2026Article
- Global distribution, pathogen spectrum, and invasion potential ofOne health (Amsterdam, Netherlands) · 2026Article
- Epidemiology of Foot-and-Mouth Disease in Goats in Uganda: A Risk-Based Approach.Transboundary and emerging diseases · 2026Article
- Spatial Patterns and Epidemiological Drivers of Foot-and-Mouth Disease Outbreaks in Uganda.Transboundary and emerging diseases · 2026Article
- Multiple antimicrobial resistance indices of Staphylococcus aureus from the nares of goats and slaughterhouse attendants in Kampala city, Uganda- a cross sectional study.BMC microbiology · 2025Article
- Molecular detection and typing of pathogenicEpidemiology and infection · 2025Article
- Network Analysis of Small Ruminant Movements in Uganda: Implications for Control of Transboundary Animal Diseases.Transboundary and emerging diseases · 2025Article
- Mapping Small Ruminant Trade Networks in Ethiopia's Somali Region and Borena Zone: Implications for the Spread of Peste des Petits Ruminants Virus.Transboundary and emerging diseases · 2025Article
- Analysis of Cross-Border Movement of Cattle in Yunnan Province, China: Insights Into Transboundary Animal Diseases Control.Transboundary and emerging diseases · 2025Article
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Authors and funding
10 authors at 5 institutions in 4 countries.
Funding
Abstract
Animal movements are a major driver for the spread of Transboundary Animal Diseases (TADs). These movements link populations that would otherwise be isolated and hence create opportunities for susceptible and infected individuals to meet. We used social network analysis to describe the seasonal network structure of cattle movements in Uganda and unravel critical network features that identify districts or sub-regions for targeted risk-based surveillance and intervention. We constructed weighted, directed networks based on 2019 between-district cattle movements using official livestock mobility data; the purpose of the movement ('slaughter' vs. 'live trade') was used to subset the network and capture the risks more reliably. Our results show that cattle trade can result in local and long-distance disease spread in Uganda. Seasonal variability appears to impact the structure of the network, with high heterogeneity of node and edge activity identified throughout the seasons. These observations mean that the structure of the live trade network can be exploited to target influential district hubs within the cattle corridor and peripheral areas in the south and west, which would result in rapid network fragmentation, reducing the contact structure-related trade risks. Similar exploitable features were observed for the slaughter network, where cattle traffic serves mainly slaughter hubs close to urban centres along the cattle corridor. Critically, analyses that target the complex livestock supply value chain offer a unique framework for understanding and quantifying risks for TADs such as Foot-and-Mouth disease in a land-locked country like Uganda. These findings can be used to inform the development of risk-based surveillance strategies and decision making on resource allocation. For instance, vaccine deployment, biosecurity enforcement and capacity building for stakeholders at the local community and across animal health services with the potential to limit the socio-economic impact of outbreaks, or indeed reduce their frequency.
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