OXFORD UNIVERSITY PRESS

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Systems Science and Population Health

ISBN : 9780190492397

参考価格(税込): 
¥7,689
著者: 
Sandro Galea; Abdulrahman M. El-Sayed
ページ
232 ページ
フォーマット
Paperback
サイズ
156 x 235 mm
刊行日
2017年01月
メール送信
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Population health is complex and multileveled, encompassing dynamic interactions between cells, societies, and everything in between. Our typical approach to studying population health, however, remains oriented around a reductionist approach to conceptualizing, empirically analyzing, and intervening to improve population health. The trouble is that interventions founded on simplifying a complex world often do not work, sometimes yielding failure or, even worse, harm. The difficult truth is that " health science often fails, and understanding these failures can help us improve our approach to health science, and, ultimately, population health. SYSTEMS SCIENCE AND POPULATION HEALTH employs principles from across a range of sciences to refine the way we understand population health. By augmenting traditional analytic approaches with new tools like machine learning, microsimulation, and social network analysis, population health can be studied as a dynamic and complex system. This allows us to understand population health as a complex whole, offering new insights and perspectives that stand to improve the health of the public. This text offers the first educational and practical guide to this forward-thinking approach. Comprising 17 chapters from the vanguard of population health, epidemiology, computer science, and medicine, this book offers a three-part introduction to the subject: DT An intellectual and conceptual history of systems science as it intersects with population health DT Concise, introductory overviews of important and emerging methodological tools in systems science, including systems dynamics, agent-based modeling, microsimulation, social network analysis, and machine-learning-all with relevant examples drawn from population health literature DT An exploration of future implications for systems science and its applications to our understanding of population health issues For researchers, students, and practitioners, SYSTEMS SCIENCE AND POPULATION HEALTH redefines many of the foundational elements of how we understand population health. It should not be missed.

目次: 

1.Introduction
Abdulrahman M. El-Sayed

SECTION 1: Simplicity, complexity and population health
2. Reductionism at the dawn of population health
Kristin Heitman
3. Wrong answers: when simple interpretations create complex problems
David S. Fink, Katherine M. Keyes
4. Complexity: the evolution towards 21st century science
Anton Palma, David W. Lounsbury
5. Systems thinking in population health research and policy
Stephen Mooney

SECTION 2: Methods in systems population health
6. Generation of systems maps: mapping complex systems of population health
Helen de Pinho
7. Systems dynamics models
Eric Lofgren
8. Agent-based modeling
Brandon Marshall
9. Microsimulation
Sanjay Basu
10. Social network analysis: the ubiquity of social networks
and their importance for population health
Douglas A. Luke, Amar Dhand, Bobbi J. Carothers

SECTION 3: Systems science towards a consequential population health
11. Machine learning
James H. Faghmous
12. Systems science and the social determinants of population health
David S. Fink, Katherine M. Keyes, Magdalena Cerda
13. Systems approaches to understanding how the environment
influences population health and population health interventions
Melissa Tracy
14. Systems of behavior and population health
Mark Orr, Kathryn Ziemer, Daniel Chen
15. Systems under your skin
Karina Standahl Olsen, Hege Bovelstad, Eiliv Lund
16. Frontiers in health modeling
Nathaniel Osgood
17. Systems science and population health
Abdulrahman M. El-Sayed, Sandro Galea

著者について: 

Abdulrahman M. El-Sayed, MD, DPhil, is a public health physician and epidemiologist. He serves the City of Detroit as the Executive Director of the Detroit Health Department and Health Officer. Under his leadership, the Detroit Health Department has emerged as a state and national leader in promoting healthy air quality, lead elimination, and public health innovation. Dr. El-Sayed's research explores urban health policy, the social determinants of health, and health inequalities. Previously, he was a professor in the Department of Epidemiology at Columbia University.; Sandro Galea, MD, DrPH, is a physician and an epidemiologist interested in the social production of health of urban populations. His work explores innovative cells-to-society approaches to population health questions. He is interested in advancing a consequentialist approach to population health scholarship. He currently serves as Robert A. Knox Professor and Dean of the School of Public Health at Boston University. He is a past president of the Society for Epidemiologic Research, and an elected member of the National Academy of Medicine.; Together they have been engaged in systems science scholarship and education for more than 15 years.

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