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El. knyga: New Horizons in Modeling and Simulation for Social Epidemiology and Public Health

(RAND Corporation)
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"With a focus on practical applications and examples, this book contains four main sections: Section I defines the social determinants of health at a place/population level and discusses their significance in light of current methodological limitations in identifying their impacts; Section II focuses on conceptual and empirical applications of ABM to analyze the social determinants of health; Section III focuses on conceptual and empirical applications of MSM to simulate, and thus, increase our understanding of the impacts of the social determinants of health; and Section IV addresses future directions for empirical research using ABM and MSM, including convergence of aspects of both ABM and MSM into the same analyses, and also casts light on the potential policy implications of findings of these more complex and integrative models. Topical coverage includes: the social determinants of health; current concepts and methods for ABM of the social determinants of health; empirical evidence using ABM in the social sciences; empirical evidence using ABM in social epidemiology and public health; MSM of the social determinants of health; empirical evidence using MSM in the social sciences; empirical evidence using MSM in social epidemiology and public health; future directions and conclusions"--

With a focus on practical applications and examples, this book contains four main sections: Section I defines the social determinants of health at a place/population level and discusses their significance in light of current methodological limitations in identifying their impacts; Section II focuses on conceptual and empirical applications of ABM to analyze the social determinants of health; Section III focuses on conceptual and empirical applications of MSM to simulate, and thus, increase our understanding of the impacts of the social determinants of health; and Section IV addresses future directions for empirical research using ABM and MSM, including convergence of aspects of both ABM and MSM into the same analyses, and also casts light on the potential policy implications of findings of these more complex and integrative models.  Topical coverage includes: the social determinants of health; current concepts and methods for ABM of the social determinants of health; empirical evidence using ABM in the social sciences; empirical evidence using ABM in social epidemiology and public health; MSM of the social determinants of health; empirical evidence using MSM in the social sciences; empirical evidence using MSM in social epidemiology and public health; future directions and conclusions.

List of Contributors
vii
Foreword ix
Acknowledgements xiii
List of Figures
xv
List of Tables
xvii
Part I Introduction
1(30)
1 A Primer on the Social Determinants of Health
3(18)
Daniel Kim
2 Rationale for New Modeling and Simulation Tools: Agent-Based Modeling and Microsimulation
21(10)
Daniel Kim
Ross A. Hammond
Part II Agent-Based Modeling
31(56)
3 Overview of Current Concepts and Process for Agent-Based Modeling
33(12)
Ross A. Hammond
4 Agent-Based Modeling in the Social Sciences
45(22)
Joseph T. Ornstein
Ross A. Hammond
5 Agent-Based Modeling in Public Health
67(12)
Joseph T. Ornstein
Ross A. Hammond
6 Section Summary
79(8)
Ross A. Hammond
Part III Microsimulation Modeling
87(84)
7 Concepts and Methods for Microsimulation Modeling in the Social Sciences
89(18)
Gertinde Verbist
Hilde Philips
8 Empirical Evidence Using Microsimulation Models in the Social Sciences
107(42)
Francesco Figari
Emanuela Lezzi
9 Applications of Microsimulation Models to the Social Determinants of Health and Public Health: A Systematic Review of the Literature
149(16)
Daniel Kim
10 Section Summary
165(6)
Daniel Kim
Part IV Conclusions
171(8)
11 Future Directions
173(6)
Daniel Kim
Ross A. Hammond
Index 179
Daniel Kim, MD, DrPH, is Associate Professor of Social Epidemiology at Northeastern University in Boston, Massachusetts and Founder of the International Social Epidemiology Society.