The study suggests current efforts to prevent or stem the spread of disease fall short because of confusion and limited information about disease dynamics. It shows adaptive management would allow researchers to use the knowledge gained during an outbreak to update ongoing interventions with the goal of containing outbreaks more quickly and efficiently.
The benefits of adaptive management
The research was carried out in collaboration with Dr Katriona Shea, Professor of Biology and Matthew Ferrari, Assistant Professor of Biology and Statistics at Pennsylvania State University; Michael C Runge, from the United States Geological Survey at Patuxent Wildlife Research Center and Christopher J Fonnesbeck, from the Department of Biostatistics at Vanderbilt University School of Medicine. It presents two scenarios in which adaptive management would be likely to improve outcomes.
The team explored the implications of adaptive management on the 2001 foot and mouth outbreak in the UK and measles vaccinations strategies in the USA as examples of how a more flexible approach would be less draconian, could save lives and money.
Dr Tildesley said: “We demonstrate expected savings of up to £20 million in terms of lower livestock losses to culling in a foot-and-mouth outbreak. Similarly, up to 10,000 cases could have been averted in a measles outbreak like the one observed in Malawi in 2010. Adaptive management allows real-time improvement of our understanding, and hence of management efforts, with potentially significant positive financial and health benefits.”
Professor Shea said: “Culling decisions during the outbreak of foot and mouth were contentious as there was so much uncertainty about the spatial scale of transmission. Many farmers felt that they were being penalised for being in the vicinity of infected farms when they believed that they were not at risk. Adaptive management in the case of foot and mouth disease would initially employ a less severe approach. This would reduce the number of cattle culled and rely on real-time updates to modify responses — more severe culling would only be recommended if justified by the spread of the outbreak.”
Dr Ferrari, who consults with organisations such as the Centres for Disease Control and Prevention, the World Health Organisation and Doctors Without Borders on disease outbreak prevention and response, said: “In measles outbreaks responders need to make decisions and act quickly based on the information available. An outbreak contained to young children would call for a fast and nimble response, moving from town to town very quickly and vaccinating only young children. Conversely, an outbreak affecting a broader age range requires a slower, broader, more methodical response.
There are trade-offs to taking the wrong approach. If you did the fast, nimble child vaccination but the outbreak had a broader risk, you would miss a lot of people. If you did the slower, broader, more methodical response, you’d protect lots of people but the response may not be fast enough.”
A more nuanced, context-specific approach
Dr Ferrari said: “The new approach would mean that when you find yourself on the ground, responding to an outbreak, and you have evidence that a change will result in improvement, you can make that change without having to provide post-hoc justification because you have incorporated that potential into the plan.
“Historically the argument has been for a very static policy to manage infectious disease outbreaks because it’s clean and easy to understand. We recognise that a more nuanced, context-specific approach could be better. We need to put the possibility of changing midstream into our toolbox, integrating scientific discovery with policy making to improve intervention efforts.”
The research was funded by the Biotechnology and Biological Sciences Research Council and the National Institutes of Health EEID (award 1 R01 GM105247-01), the RAPIDD Program of the Science and Technology Directorate of the Department of Homeland Security and the Bill and Melinda Gates Foundation.
Once published a link to the article can be found here: http://www.plosbiology.org/article/info:doi/10.1371/journal.pbio.1001970
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