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1 Paradigms in Epidemiology1.1 Methodological Paradigms1.2 Recent Developments1.3 Infectious Diseases and Vaccination 1.4 Objectives and Tasks 1.4.1 Modeling Infectious Disease Dynamics 1.4.2 Modeling Vaccine Allocation Strategies 1.4.3 Modeling Vaccination Decision-Making 1.4.4 Modeling Subjective Perception 1.5 Summary 2 Computational Modeling in a Nutshell2.1 Modeling Infectious Disease Dynamics 2.1.1 Infectious Disease Models 2.1.2 Age-Specific Disease Transmissions2.2 Modeling Contact Relationships 2.2.1 Empirical Methods 2.2.2 Computational Methods2.3 Case Study 2.3.1 2009 Hong Kong H1N1 Influenza Epidemic 2.3.2 Age-Specific Contact Matrices 2.3.3 Validation2.4 Further Remarks 2.5 Summary3 Strategizing Vaccine Allocation3.1 Vaccination3.1.1 Herd Immunity 3.1.2 Vaccine Allocation Strategy3.2 Vaccination Priorities 3.3 Age-Specific Intervention Priorities 3.3.1 Modeling Prioritized Interventions 3.3.2 Effects of Vaccination 3.3.3 Effects of Contact Reduction3.3.4 Integrated Measures 3.4 Case Study 3.4.1 2009 Hong Kong HSI Vaccination Programme 3.4.2 Effects of Prioritized Interventions3.5 Further Remarks3.6 Summary4 Explaining Individuals'' Vaccination Decisions4.1 Costs and Benefits for Decision-Making4.2 Game-Theoretic Modeling of Vaccination Decision-Making4.3 Case Study 4.3.1 2009 Hong Kong HSI Vaccination Programme4.3.2 Vaccination Coverage 4.4 Further Remarks4.5 Summary 5 Characterizing Socially Influenced Vaccination Decisions 5.1 Social Influences on Vaccination Decision-Making 5.2 Case Study 5.2.1 Vaccination Coverage 5.3 Further Remarks5.4 Summary 6 Understanding the Effect of Social Media 6.1 Modeling Subjective Perception 6.2 Subjective Perception in Vaccination Decision-Making 6.2.1 Dempster-Shafer Theory (DST)6.2.2 Spread of Social Awareness 6.3 Case Study 6.3.1 Vaccination Decision-Making in an Online SocialCommunity6.3.2 Interplay of Two Dynamics 6.4 Further Remarks 6.5 Summary7 Welcome to the Era of Systems Epidemiology 7.1 Systems Thinking in Epidemiology 7.2 Systems Modeling in Principle7.3 Systems Modeling in Practice7.4 Toward Systems Epidemiology 8 Further Readings References
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