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Complex systems and population health / Yorghos Apostolopoulos, Kristen Hassmiller Lich, and Michael Kenneth Lemke ; with forewords from David C. Krakauer, Sandro Galea, and David Byrne.
- Format:
- Book
- Author/Creator:
- Apostolopoulos, Yorghos, 1961- author.
- Hassmiller Lich, Kristen, author.
- Lemke, Michael Kenneth, author.
- Series:
- Oxford scholarship online.
- Oxford scholarship online
- Language:
- English
- Subjects (All):
- Population--Health aspects.
- Population.
- System analysis.
- Mathematical models.
- Medicine--Research--Methodology.
- Medicine.
- Population Health.
- Systems Analysis.
- Models, Theoretical.
- Computer Simulation.
- Social Theory.
- Medical Subjects:
- Population Health.
- Systems Analysis.
- Models, Theoretical.
- Computer Simulation.
- Social Theory.
- Physical Description:
- 1 online resource (xxii, 313 pages) : illustrations (black and white, and color).
- Place of Publication:
- New York, New York : Oxford University Press, [2020]
- Summary:
- Complex Systems and Population Health' is a comprehensive book on population health science that meaningfully integrates complex systems theory, methodology, modeling, computational simulation, and real-world applications while incorporating current population health perspectives.
- Contents:
- Prologue
- PART I POPULATION HEALTH SCIENCE IN A COMPLEX WORLD
- "1. Bridging the Divide: Where Complex Systems Science Meets Science"
- "PART II COMPLEX SYSTEMS AND THEORY IN POPULATION
- Introductory Material: Preview and Objectives
- "2. Complex Systems in a Nutshell: Foundational Concepts for Population Health"
- 3. Population Health as a Complex Adaptive System of Systems
- 4. Complex Network Dynamics in Population Health
- 5. Phase Transitions and Resilience in Physical and Psychological Health
- "6. How Complex Systems Science Can Revolutionize Population Health Theory
- "PART III COMPLEX SYSTEMS AND METHODOLOGY IN POPULATION HEALTH SCIENCE
- "7. Designing Population Health Research Grounded in Complex Systems Science
- "8. Model Thinking and Formal Modeling to Improve Our Mental in Population Health Research
- 9. Engaging Stakeholders in Mapping and Modeling Complex Systems Structure to Inform Population Health Research and Action
- 10. Is It Time to Rethink "Normal" in Population Health Research?
- PART IV COMPLEX SYSTEMS AND ANALYTICAL TECHNIQUES IN POPULATION HEALTH SCIENCE
- 11. Mathematical Modeling in Population Health Research
- "12. Computational Simulation Modeling in Population Health Research and Policy
- 13. System Dynamics Modeling to Rethink Health System Reform
- "14. Agent-Based Modeling to Delineate Opioid and Other Drug Use Epidemics
- 15. Hybrid Simulation Modeling in Population Health
- "16. Validation of Microsimulation Models Used for Population Health Policy
- "17. Computational Simulation Modeling: A Tale of Five Models for Health Policy Analysis
- "18. Physical Sciences for Nonphysical Problems: Understanding
- Resources for Further Reading
- PART V TOWARD A NEW POPULATION HEALTH SCIENCE
- 19. Making the Global Complexity Turn in Population Health
- "20. Harnessing Complex Systems: An Emerging Paradigm for a New Health Population Health Science
- Glossary of Terms
- Index.
- Notes:
- Also issued in print: 2020.
- Includes bibliographical references and index.
- Description based on print version record.
- ISBN:
- 0-19-088076-7
- 0-19-088077-5
- 0-19-088075-9
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