
Modeling and Simulation for Social Epidemiology and Public Health
Daniel Kim(Author)
Wiley (Publisher)
Published on 27. January 2021
Book
Hardback
320 pages
978-1-118-58930-4 (ISBN)
Description
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.
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.
More details
Series
Language
English
Place of publication
New York
United States
Target group
Professional and scholarly
Dimensions
Height: 231 mm
Width: 155 mm
Thickness: 15 mm
Weight
431 gr
ISBN-13
978-1-118-58930-4 (9781118589304)
Schweitzer Classification
Other editions
Additional editions

E-Book
01/2021
1st Edition
Wiley
€88.99
Available for download

E-Book
01/2021
1st Edition
Wiley
€90.99
Available for download
Person
Content
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)
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)