| Author |
Apostolopoulos, Yorghos, 1961-
|
| Subject |
Population -- Health aspects -- Research.
|
|
Medicine -- Research -- Methodology.
|
| Alt Name |
Hassmiller Lich, Kristen.
|
|
Lemke, Michael K.
|
| Description |
1 online resource (337 pages) |
| Note |
Description based upon print version of record. |
| Contents |
Cover -- Complex Systems and Population Health -- Copyright -- Dedication -- CONTENTS -- Foreword by David C. Krakauer -- Foreword by Sandro Galea -- Foreword by David Byrne -- Contributors -- Prologue -- PART I POPULATION HEALTH SCIENCE IN A COMPLEX WORLD -- 1. Bridging the Divide: Where Complex Systems Science Meets Population Health Science -- PART II COMPLEX SYSTEMS AND THEORY IN POPULATION HEALTH SCIENCE -- 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 -- Take-Home Messages -- Resources for Further Reading -- PART III COMPLEX SYSTEMS AND METHODOLOGY IN POPULATION HEALTH SCIENCE -- Introductory Material: Preview and Objectives -- 7. Designing Population Health Research Grounded in Complex Systems Science |
|
8. Model Thinking and Formal Modeling to Improve Our Mental Models 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? -- Take-Home Messages -- Resources for Further Reading -- PART IV COMPLEX SYSTEMS AND ANALYTICAL TECHNIQUES IN POPULATION HEALTH SCIENCE -- Introductory Material: Preview and Objectives -- 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 and Controlling Human Disease -- Take-Home Messages |
|
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 Population Health Science -- Glossary of Terms -- Index |
| Summary |
Complex Systems and Computation in Public Health Sciences is the first comprehensive book in population health science that meaningfully integrates complex systems theory, methodology, modeling, computational simulation, and real-world applications while incorporating current population health perspectives. |
| ISBN |
9780190880750 |
|
0190880759 |
| OCLC # |
1156088240 |
| Additional Format |
Print version: Apostolopoulos, Yorghos Complex Systems and Population Health Oxford : Oxford University Press USA - OSO,c2020. |
|
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