Complex Systems and Population Health PDF Download

Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Complex Systems and Population Health PDF full book. Access full book title Complex Systems and Population Health by Yorghos Apostolopoulos. Download full books in PDF and EPUB format.

Complex Systems and Population Health

Complex Systems and Population Health PDF Author: Yorghos Apostolopoulos
Publisher: Oxford University Press, USA
ISBN: 0190880740
Category : Medical
Languages : en
Pages : 336

Get Book

Book Description
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.

Complex Systems and Population Health

Complex Systems and Population Health PDF Author: Yorghos Apostolopoulos
Publisher: Oxford University Press, USA
ISBN: 0190880740
Category : Medical
Languages : en
Pages : 336

View

Book Description
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.

Complex Systems and Population Health

Complex Systems and Population Health PDF Author: Yorghos Apostolopoulos
Publisher:
ISBN: 9780190880774
Category :
Languages : en
Pages :

View

Book Description
"Currently, population health science is an integral part of academic curricula around the world. For over a century, the principles of the reductionist paradigm have guided population health curricula, training, research, and action. Researchers continue to draw upon these principles when theorizing, conceptualizing, designing studies, analyzing, and devising interventions to tackle complex population health problems. However, unresolved impasses in delineating and managing pressing population health challenges have catalyzed calls for the integration of complex-systems-science-grounded theoretical, methodological, and analytical approaches into population health science"--

Growing Inequality

Growing Inequality PDF Author: George A. Kaplan
Publisher:
ISBN: 9781633915176
Category : Health services accessibility
Languages : en
Pages : 316

View

Book Description
"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/

Place and Health as Complex Systems

Place and Health as Complex Systems PDF Author: Brian Castellani
Publisher: Springer
ISBN: 3319097342
Category : Medical
Languages : en
Pages : 82

View

Book Description
The history of public health has focused on direct relationships between problems and solutions: vaccinations against diseases, ad campaigns targeting risky behaviors. But the accelerating pace and mounting intricacies of our lives are challenging the field to find new scientific methods for studying community health. The complexities of place (COP) approach is emerging as one such promising method. Place and Health as Complex Systems demonstrates how COP works, making an empirical case for its use in for designing and implementing interventions. This brief resource reviews the defining characteristics of places as dynamic and evolving social systems, rigorously testing them as well as the COP approach itself. The study, of twenty communities within one county in the Midwest, combines case-based methods and complexity science to determine whether COP improves upon traditional statistical methods of public health research. Its conclusions reveal strengths and limitations of the approach, immediate possibilities for its use, and challenges regarding future research. Included in the coverage: Characteristics of places and the complexities of place approach. The Definitional Test of Complex Systems. Case-based modeling using the SACS toolkit. Methods, maps, and measures used in the study. Places as nodes within larger networks. Places as power-based conflicted negotiations. Place and Health as Complex Systems brings COP into greater prominence in public health research, and is also valuable to researchers in related fields such as demography, health geography, community health, urban planning, and epidemiology.

Systems Science and Population Health

Systems Science and Population Health PDF Author: Abdulrahman M. El-Sayed
Publisher: Oxford University Press
ISBN: 0190492414
Category : Medical
Languages : en
Pages : 304

View

Book Description
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 "silver bullet" 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: · An intellectual and conceptual history of systems science as it intersects with population health · 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 · 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.

Public Health

Public Health PDF Author: James M. Shultz, PhD, MS
Publisher: Springer Publishing Company
ISBN: 0826177549
Category : Medical
Languages : en
Pages : 450

View

Book Description
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

Leading Public Health

Leading Public Health PDF Author: James Begun
Publisher: Springer Publishing Company
ISBN: 0826199062
Category : Medical
Languages : en
Pages : 290

View

Book Description
Print+CourseSmart

Multi-Chaos, Fractal and Multi-Fractional Artificial Intelligence of Different Complex Systems

Multi-Chaos, Fractal and Multi-Fractional Artificial Intelligence of Different Complex Systems PDF Author: Yeliz Karaca
Publisher: Academic Press
ISBN: 0323886167
Category : Science
Languages : en
Pages : 350

View

Book Description
Multi-Chaos, Fractal and Multi-Fractional Artificial Intelligence of Different Complex Systems addresses different uncertain processes inherent in the complex systems, attempting to provide global and robust optimized solutions distinctively through multifarious methods, technical analyses, modeling, optimization processes, numerical simulations, case studies as well as applications including theoretical aspects of complexity. Foregrounding Multi-chaos, Fractal and Multi-fractional in the era of Artificial Intelligence (AI), the edited book deals with multi- chaos, fractal, multifractional, fractional calculus, fractional operators, quantum, wavelet, entropy-based applications, artificial intelligence, mathematics-informed and data driven processes aside from the means of modelling, and simulations for the solution of multifaceted problems characterized by nonlinearity, non-regularity and self-similarity, frequently encountered in different complex systems. The fundamental interacting components underlying complexity, complexity thinking, processes and theory along with computational processes and technologies, with machine learning as the core component of AI demonstrate the enabling of complex data to augment some critical human skills. Appealing to an interdisciplinary network of scientists and researchers to disseminate the theory and application in medicine, neurology, mathematics, physics, biology, chemistry, information theory, engineering, computer science, social sciences and other far-reaching domains, the overarching aim is to empower out-of-the-box thinking through multifarious methods, directed towards paradoxical situations, uncertain processes, chaotic, transient and nonlinear dynamics of complex systems. Constructs and presents a multifarious approach for critical decision-making processes embodying paradoxes and uncertainty. Includes a combination of theory and applications with regard to multi-chaos, fractal and multi-fractional as well as AI of different complex systems and many-body systems. Provides readers with a bridge between application of advanced computational mathematical methods and AI based on comprehensive analyses and broad theories.

Using Evidence to End Homelessness

Using Evidence to End Homelessness PDF Author: Teixeira, Lígia
Publisher: Policy Press
ISBN: 1447352874
Category : Political Science
Languages : en
Pages : 256

View

Book Description
Available open access under CC-BY-NC license. Homelessness is unequivocally devastating. In the UK, people affected by homelessness are ten times more likely to die than their peers in the general population, yet we still miss important opportunities to adequately address the issue. The Centre for Homelessness Impact brings together this urgent book gathering the insights and experiences of leaders in government, academia and the third sector to present new evidence-based strategies to end homelessness. Demonstrating why and how a new movement is needed that embraces data and evidence as integral to ending homelessness effectively, this book provides crucial methods to underpin future policy, practice and funding decisions.

Systems Science and Population Health

Systems Science and Population Health PDF Author: Abdulrahman M. El-Sayed
Publisher: Oxford University Press
ISBN: 0190492392
Category :
Languages : en
Pages : 240

View

Book Description
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 "silver bullet" 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: . An intellectual and conceptual history of systems science as it intersects with population health . 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 . 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. "