Strategic planning of prevention and surveillance for emerging diseases and invasive species
Abstract
Emerging infectious diseases and biological invasions pose increasing threats to public and ecosystems health. Proactive measures—such as prevention and surveillance taken before initial detection of the pathogen or species—are essential to ensure minimal spread prior to first detection. We developed an optimization model to determine where, when, and how much effort should be allocated to prevention versus surveillance. The model accounts for imperfect detection, system dynamics, spatial heterogeneity in risk and costs and is scalable to large landscapes. We found that the most cost-effective strategy is to maintain the prevention and surveillance efforts at stable equilibrium for the majority of the time, with deviations occurring only initially to steer the system toward the equilibrium. The equilibrium effort is jointly determined by the introduction risk, management costs, and total budget. Application of this model to chronic wasting disease in New York State suggests that the optimal strategy could reduce the cumulative disease cases before initial detection by an average of 22% compared to current practice. The optimal surveillance strategy could detect the disease on average over 8 mo earlier than the current strategy.
Article Details
Journal Info
Proceedings of the National Academy of Sciences
National Academy of Sciences
Authors (11)
Jue Wang
Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering
Brenda J. Hanley
Wildlife Health Lab
Noelle E. Thompson
Western Association of Fish and Wildlife Agencies
Yu Gong
Smith School of Business
Daniel P. Walsh
U.S. Geological Survey
Carlos Gonzalez-Crespo
Center for Animal Disease Modeling and Surveillance
Yitong Huang
Center for Animal Disease Modeling and Surveillance
James G. Booth
Department of Statistics and Data Science
Joe N. Caudell
Office of Science and Research
Landon A. Miller
Wildlife Health Unit
Krysten L. Schuler
Wildlife Health Lab