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Sustainable market-driven
early disease detection
Angus Cameron
How much surveillance is enough?
• Disease present
• Measure occurrence
• Case finding
• Disease absent
• Demonstrate freedom
• Early detection
𝐸𝐷𝑆𝑆𝑒 = 𝐶𝑝 × 𝐶𝑡 × 𝑆𝑒𝑑
Target sensitivity
100%
Probability theory
Conclusion
• Early detection surveillance requirements
• Whole population under surveillance
• All the time
• Using a sensitive detection system
TRANSFORM
Transformational Strategies for
Farm Output Risk Mitigation
Objective
• Research project
• Implement effective disease risk mitigation
• Transboundary animal diseases
• Zoonoses
• Antimicrobial resistance
• Market-driven sustainability
• Consortium approaches
• Policy, biosecurity, training, nutrition …
• Ausvet’s component
• Use of data to achieve market-driven sustainability
Theoretical analysis
Need Comprehensive, full-time, real- time
disease event capture
Data source Producers / farmers
Challenges Motivation – why record events?
Budget – who pays?
Technology – how to manage the data?
Motivation
• Benefits
• Costs
• Risks
Benefits
• Farm-level data management and analysis service
• Improved farm-level decision-making
• Improved profitability
• Industry wide data integration and analysis service
• Benchmarking
• Research
• Surveillance
• Early warning
• Endemic threats
• Market access
• Policy development
• Production forecasting
Cost and risks
• Costs
• Very low cost or free to user (data generators)
• Simple and intuitive
• Privacy and security
• Secure data integration (not data sharing)
• Shared de-identified outputs of analysis
• Ownership
• Data generators retain ownership and control
• Governance
• Collaborative decision-making
• What data
• What analyses
• Who can access results
Budget
• Information  decisions  profit
• Stakeholder classification
• Data providers (producers) and consumers
• Incur cost (data capture)
• Reap benefits (better management)
• Data consumers
• Input providers (feed, pharmaceuticals, genetics)
• Large integrated producers
• Government
• Others
• Business model: paid subscriptions to data streams
• Sustainable funding for data management
• Funding for improved surveillance
Data management
• Cloud servers, big data management tools
• Highly secure
• High capacity, scalable
• Cost effective
• Low management overhead
• Flexible generic epidemiological data management
platform
• Omnísyan
Ruminants
Fieldworks
Aquatics
Pondworks
…
Conclusion
• Example of “Big Surveillance”
• Creation and use of big data for surveillance
• Market-driven approach
• Address issues with donor-funded interventions, and
competing demands on government budgets
• If the approach provides a demonstrably good return
on investment, it is worth funding
• Exchange of value
• Data from some stakeholders benefits others
• Investment by data beneficiaries supports data
providers

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A. Cameron - Sustainable market-driven early disease detection approaches

  • 1. Sustainable market-driven early disease detection Angus Cameron
  • 2. How much surveillance is enough? • Disease present • Measure occurrence • Case finding • Disease absent • Demonstrate freedom • Early detection
  • 3.
  • 4. 𝐸𝐷𝑆𝑆𝑒 = 𝐶𝑝 × 𝐶𝑡 × 𝑆𝑒𝑑
  • 7. Conclusion • Early detection surveillance requirements • Whole population under surveillance • All the time • Using a sensitive detection system
  • 8.
  • 10. Objective • Research project • Implement effective disease risk mitigation • Transboundary animal diseases • Zoonoses • Antimicrobial resistance • Market-driven sustainability • Consortium approaches • Policy, biosecurity, training, nutrition … • Ausvet’s component • Use of data to achieve market-driven sustainability
  • 11. Theoretical analysis Need Comprehensive, full-time, real- time disease event capture Data source Producers / farmers Challenges Motivation – why record events? Budget – who pays? Technology – how to manage the data?
  • 13. Benefits • Farm-level data management and analysis service • Improved farm-level decision-making • Improved profitability • Industry wide data integration and analysis service • Benchmarking • Research • Surveillance • Early warning • Endemic threats • Market access • Policy development • Production forecasting
  • 14. Cost and risks • Costs • Very low cost or free to user (data generators) • Simple and intuitive • Privacy and security • Secure data integration (not data sharing) • Shared de-identified outputs of analysis • Ownership • Data generators retain ownership and control • Governance • Collaborative decision-making • What data • What analyses • Who can access results
  • 15. Budget • Information  decisions  profit • Stakeholder classification • Data providers (producers) and consumers • Incur cost (data capture) • Reap benefits (better management) • Data consumers • Input providers (feed, pharmaceuticals, genetics) • Large integrated producers • Government • Others • Business model: paid subscriptions to data streams • Sustainable funding for data management • Funding for improved surveillance
  • 16. Data management • Cloud servers, big data management tools • Highly secure • High capacity, scalable • Cost effective • Low management overhead • Flexible generic epidemiological data management platform • Omnísyan
  • 18.
  • 19.
  • 20.
  • 21. Conclusion • Example of “Big Surveillance” • Creation and use of big data for surveillance • Market-driven approach • Address issues with donor-funded interventions, and competing demands on government budgets • If the approach provides a demonstrably good return on investment, it is worth funding • Exchange of value • Data from some stakeholders benefits others • Investment by data beneficiaries supports data providers