ArticleOne health (Amsterdam, Netherlands)2025
Development and application of web-based and mobile tools for risk-driven rabies control in Thailand.
Article in One health (Amsterdam, Netherlands), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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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.
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Who cites it
1 citing paper in PubMed.
- Strengthening animal rabies surveillance through a public-private One Health collaboration: Insights from a field veterinarian workshop in Assam, India.One health (Amsterdam, Netherlands) · 2026Article
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Authors and funding
6 authors.
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No grant is acknowledged in the PubMed record.
Abstract
Rabies is a life-threatening zoonotic disease, with most human cases resulting from dog-mediated transmission. In Thailand, upon the detection of an index canine rabies case, local veterinary authorities are mandated to implement ring vaccination within a 5-km radius. However, the effectiveness of this fixed control zone may vary depending on local conditions. This study developed a spatial-epidemic model to simulate rabies outbreaks in four provinces representing different regions of Thailand: Chiang Rai, Surin, Chonburi, and Songkhla. The model comprised two key components-dog movement analysis and rabies transmission simulation-and was integrated into user-friendly web-based and mobile applications. The simulated outbreak areas comprehensively covered observed outbreak locations. Designed with intuitive interfaces, the applications are accessible to local authorities without technical expertise. Additionally, users can define custom control radii if they prefer to follow traditional ring vaccination protocols. While the model's accuracy depends on the quality of the input-particularly precise dog population data-it offers a more efficient alternative to conventional fixed-radius approaches. Our customized polygonal control boundaries enable more effective resource allocation, representing a significant advancement in rabies outbreak management.
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