New horizons in modeling and simulation for social epidemiology and public health / Daniel Kim
By: Kim, Daniel (Daniel J.)
Language: English Series: Wiley series in modeling and simulationPublisher: Hoboken : Wiley, 2021Description: 1 online resource (205 pages)Content type: text Media type: computer Carrier type: online resourceISBN: 9781118589304Subject(s): Public healthGenre/Form: Electronic books.DDC classification: 614 Online resources: Full text is available at Wiley Online Library Click here to view| Item type | Current location | Home library | Call number | Status | Date due | Barcode | Item holds |
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EBOOK
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COLLEGE LIBRARY | COLLEGE LIBRARY | 614 K5602 2021 (Browse shelf) | Available | CL-53150 |
ABOUT THE AUTHOR
Daniel Kim, MD, DrPH, is Associate Professor of Social Epidemiology at Northeastern University in Boston, Massachusetts and Founder of the International Social Epidemiology Society.
TABLE OF CONTENTS
Section I: Introduction
Chapter 1: A Primer on the Social Determinants of Health (Daniel Kim)
Chapter 2: Rationale for New Modeling and Simulation Tools: Agent-Based Modeling and Microsimulation (Daniel Kim, Ross A. Hammond)
Section II: Agent-Based Modeling
Chapter 3: Overview of Current Concepts and Process for Agent-Based Modeling (Ross A. Hammond)
Chapter 4: Agent-Based Modeling in the Social Sciences (Joseph T. Ornstein and Ross A. Hammond)
Chapter 5: Agent-Based Modeling in Public Health (Joseph T. Ornstein and Ross A. Hammond)
Chapter 6: Section Summary (Ross A. Hammond)
Section III: Microsimulation Modeling
Chapter 7: Concepts and Methods for Microsimulation Modeling in the Social Sciences (Gerlinde Verbist and Hilde Philips)
Chapter 8: Empirical Evidence Using Microsimulation Models in the Social Sciences (Francesco Figari and Emanuela Lezzi)
Chapter 9: Applications of Microsimulation Models to the Social Determinants of Health and Public Health: A Systematic Review of the Literature (Daniel Kim)
Chapter 10: Section Summary (Daniel Kim)
Section IV: Conclusions
Chapter 11: Future Directions (Daniel Kim, Ross A. Hammond)
New Horizons in Modeling and Simulation for Social Epidemiology and Public Health offers a comprehensive introduction to modeling and simulation that addresses the many complex research questions in social epidemiology and public health. This book highlights a variety of practical applications and illustrative examples with a focus on modeling and simulation approaches for the social and economic determinants of population health.
The book contains classic case examples in agent-based modeling (ABM) as well as essential information on ABM applications to public health including for infectious disease modeling, obesity, and tobacco control. This book also surveys applications of microsimulation (MSM) including of tax-benefit policies to project impacts of the social determinants of health.
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