Reductionism at the dawn of population health / Kristin Heitman -- Wrong answers : when simple interpretations create complex problems / David S. Fink, Katherine M. Keyes -- Complexity : the evolution towards 21st century science / Anton Palma, David W. Lounsbury -- Systems thinking in population health research and policy / Stephen Mooney -- Generation of systems maps: mapping complex systems of population health / Helen de Pinho -- Systems dynamics model / Eric Lofgren -- Agent-based modeling / Brandon Marshall -- Microsimulation / Sanjay Basu -- Social network analysis : the ubiquity of social networks and their importance for population health / Douglas A. Luke, Amar Dhand, Bobbi J. Carothers -- Machine learning / James H. Faghmous -- Systems science and the social determinants of population health / David S. Fink, Katherine M. Keyes, Magdalena Cerdá -- Systems approaches to understanding how the environment influences population health and population health interventions / Melissa Tracy -- Systems of behavior and population health / Mark Orr, Kathryn Ziemer, Daniel Chen -- Systems under your skin / Karina Standahl Olsen, Hege Bøvelstad, Eiliv Lund -- Frontiers in health modeling / Nathaniel Osgood -- Systems science and population health / Abdulrahman M. El-Sayed, Sandro Galea

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.

The first textbook devoted to this emerging area, Health Systems Science now brings you fully up to date with today's key issues and solutions. This increasingly important branch of health care explores how health care is delivered, how health care professionals work together to deliver that care, and how the health system can improve patient care and health care delivery. Along with basic and clinical sciences, health systems science is rapidly becoming a crucial 'third pillar' of medical science, with an emphasis on understanding the role of human factors, systems engineering, leadership, and patient improvement strategies that will help transform the future of health care and ensure greater patient safety. In this 2nd Edition, new chapters, new exercises, and new information help you acquire the knowledge and skills you need for success in today's challenging healthcare system. - The first comprehensive text for mastering health systems science, offering practical coverage of all of the factors in the lives of patients that influence their well-being, the structures and processes of the health system itself, societal factors, communication, and information technology. - NEW to this edition: New content on systems thinking, ethics and legal issues, and international care models further define and address this new important component of health care education; additional exercises; and expanded information on the patient experience and private practice. - Complete coverage of patient safety, quality improvement, value in health care, teamwork, stewardship of health care resources, population health, clinical informatics, care coordination, leadership, and health care financing/reform. - Patient improvement strategies incorporate checklists, information technology, team training, and more. - A consistent chapter template provides clear coverage of each topic, including Learning Objectives, Chapter Outline, Core Chapter Content, Summary, Questions for Reflection, and Annotated Bibliography and References. - Developed by the American Medical Association's Accelerating Change in Medical Education Consortium, and authored by a team that includes AMA staff members working with individuals from the Consortium member schools.

Featuring Engaging Podcasts Highlighting Major Public Health Case Studies in all 15 Chapters! Public Health: An Introduction to the Science and Practice of Population Health is a foundational textbook designed for students who are launching their public health studies and preparing for professions in the field. Our health is generated throughout our lives and by the world around us—by where we live, where we work, and who we interact with on a daily basis. This book, therefore, takes a unique approach to teach public health. It combines an eco-social framework with a life course perspective on population health to help the student understand how our experiences and context shape our health and how this informs the practice of public health. Written by leading public health educators, the textbook begins with the foundations—a history of public health and a discussion of the core values of health equity and disease prevention. An engaging survey of the eco-social framework and life course factors affecting health follows. The book concludes with a section dedicated to population health methods, implementation science, community engagement, advocacy, and health promotion. The book is illustrated throughout by cases that cross disciplines, that engage the student with issues of contemporary concern that are the remit of public health, and that offer systematic analyses that point toward solutions. With a focused approach to public health that guides the student through the causes of health—across levels and across stages in the life course—this groundbreaking, first-of-its-kind textbook integrates the core components of the field in clear and lucid language. Timely and relevant case studies, practical learning objectives, discussion questions in all chapters, numerous tables and illustrations throughout, chapter-based podcasts, and more make Public Health an innovative and lively platform for understanding the science of population health and the practice of public health. Key Features: A modern approach to the field that grounds the study of public health in life course and eco-social frameworks to better organize the science of population health and the practice of public health Explains the central role that prevention and health equity play in improving population health Features case studies that discuss contemporary issues affecting population health, including heart disease, Ebola, environmental exposures, gun violence, the opioid epidemic, health policy, and many more High volume of figures and tables to illustrate key points Includes a robust Instructor ancillary package with PowerPoints, an Instructor’s Manual, test banks, discussion questions, and conversion guide

POPULATION HEALTH SCIENCE formalizes an emerging discipline at the crossroads of social and medical sciences, demography, and economics--an emerging approach to population studies that represents a seismic shift in how traditional health sciences measure and observe health events. Bringing together theories and methods from diverse fields, this text provides grounding in the factors that shape population health. The overall approach is one of consequentialist science: designing creative studies that identify causal factors in health with multidisciplinary rigor. Distilled into nine foundational principles, this book guides readers through population science studies that strategically incorporate: · macrosocial factors · multilevel, lifecourse, and systems theories · prevention science fundamentals · return on investment · equity and efficiency Harnessing the power of scientific inquiry and codifying the knowledge base for a burgeoning field, POPULATION HEALTH SCIENCE arms readers with tools to shift the curve of population health.

"This book begins the process of unraveling some of the most 'wicked' problems in public health." - Tony Iton, MD, JD, MPH-The California Endowment Growing evidence indicates that no single factor-but a system of intertwined causes-explains why America's health is poorer than the health of other wealthy countries and why health inequities persist despite our efforts. Teasing apart the relationships between these many causes to find solutions has proven extraordinarily difficult. But now researchers are uncovering groundbreaking insights using computer-based systems science tools to simulate how these determinants come together to produce levels of population health and disparities and test new solutions. The culmination of over five years of work by experts from a more than a dozen disciplines, this book represents a bold step forward in identifying why some populations are healthy and others are not. Describing a series of studies that apply the techniques of systems science, it shows how these tools can be used to increase our understanding of the individual, group, and institutional factors that generate a wide range of health and social problems. Most importantly, it demonstrates the utility and power of these techniques to both wisely guide our understanding and help policy makers know what works. ... an intellectually courageous undertaking. It faces up to the reality of complexity in the social determinants of health. Its achievements and its documentation of difficulties will serve as a valuable foundation for the next generation of scientists and scholars who aim to understand the determinants of health and of health disparities." - Harvey V. Fineberg, MD, PhD, President, Gordon and Betty Moore Foundation and Former President, the Institute of Medicine ...goes beyond the search for a simplistic answer to health disparities and instead embraces the complexity. This is exactly what is needed if we are to improve population health and eliminate disparities." - Thomas A. LaVeist, PhD, Chairman, Department of Health Policy & Management, Milken Institute School of Public Health, George Washington University It is increasingly likely that in the non-distant future that population health policy will be fully informed by a coherent computational decision-support system that integrates data, analytics, systems modeling, forecasting, and cost-effectiveness. This book marks a serious movement toward that future." - Donald S. Burke, MD, Associate Vice Chancellor for Global Health, Dean, Graduate School of Public Health UPMC, Jonas Salk Professor of Global Health, Graduate School of Public Health, University of Pittsburgh Recent review of Growing Inequality by Interdisciplinary Association of Population Health Science (IAPHS): https: //iaphs.org/book-review-complex-systems-population-health-insights-network-inequality-complexity-health/

Integrates the various disciplines of the science of health disparities in one comprehensive volume The Science of Health Disparities Research is an indispensable source of up-to-date information on clinical and translational health disparities science. Building upon the advances in health disparities research over the past decade, this authoritative volume informs policies and practices addressing the diseases, disorders, and gaps in health outcomes that are more prevalent in minority populations and socially disadvantaged communities. Contributions by recognized scholars and leaders in the field—featuring contemporary research, conceptual models, and a broad range of scientific perspectives—provide an interdisciplinary approach to reducing inequalities in population health, encouraging community engagement in the research process, and promoting social justice. In-depth chapters help readers better understand the specifics of minority health and health disparities while demonstrating the importance of advancing theory, refining measurement, improving investigative methods, and diversifying scientific research. In 26 chapters, the book examines topics including the etiology of health disparities research, the determinants of population health, research ethics, and research in African American, Asians, Latino, American Indian, and other vulnerable populations. Providing a unified framework on the principles and applications of the science of health disparities research, this important volume: Defines the field of health disparities science and suggests new directions in scholarship and research Explains basic definitions, principles, and concepts for identifying, understanding and addressing health disparities Provides guidance on both conducting health disparities research and translating the results Examines how social, historical and contemporary injustices may influence the health of racial and ethnic minorities Illustrates the increasing national and global importance of addressing health disparities Discusses population health training, capacity-building, and the transdisciplinary tools needed to advance health equity A significant contribution to the field, The Science of Health Disparities Research is an essential resource for students and basic and clinical researchers in genetics, population genetics, and public health, health care policymakers, and epidemiologists, medical students, and clinicians, particularly those working with minority, vulnerable, or underserved populations.