Critical need for integrating top-down and bottom-up perspecti
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Dueling contagions ---Disease-behavior interactions on multilayer networks
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Biological contagion
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Herd immunity (via mass vaccination)
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Infection-acquired immunity and overshooting epidemics
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Dilemma of social distancing
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Oscillatory dynamics vs. top-down optimizatio
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Self-interest leads to imperfect adoptions but still can help mitigate disease impact
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Changing opinions (and compliance) of social distancing
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Adaptive dynamics of face covering decisions
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Mask hysteria
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Swiss cheese model: with multiple NPI measures
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Choices matter or a matter of choice? Dynamic adoption preferences and compliance to each NPI measure
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(Strategic) Timing of vaccination
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The problem of voluntary vaccination
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Social dilemma of vaccination behavior
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Social imitation & population structure
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Temporal dynamics of dueling contagions
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Slow recovery of vaccination coverage after va scares
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Primary (secondary) vaccine failure
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Hysteresis Loop
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Social imitation dynamics of vaccination driven vaccine beliefs and effectiveness
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Bottom-up understanding of behavior and attitude cha informs alignment incentives with top-down intervention
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Integrating with Twitter sentiment data
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Dueling contagions on multilayer networks
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Targeting algorithms
Description:
Explore a comprehensive lecture on the complex interplay between disease control and social behavior. Delve into the critical need for integrating top-down and bottom-up perspectives in managing epidemics. Examine dueling contagions, disease-behavior interactions on multilayer networks, and the concept of herd immunity through mass vaccination. Investigate the dilemma of social distancing, including oscillatory dynamics and imperfect adoptions driven by self-interest. Analyze the adaptive dynamics of face-covering decisions and the Swiss cheese model of multiple non-pharmaceutical interventions. Consider the strategic timing of vaccination and the social dilemma of vaccination behavior. Study the temporal dynamics of dueling contagions, vaccine scares, and hysteresis loops in vaccination coverage. Learn how bottom-up understanding of behavior and attitude changes can inform the alignment of incentives with top-down interventions. Discover the integration of Twitter sentiment data and targeting algorithms in multilayer network analysis of disease control strategies.
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