The Learning Healthcare System

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The Learning Healthcare System

Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 0309133939
Total Pages : 374 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis The Learning Healthcare System by : Institute of Medicine

Download or read book The Learning Healthcare System written by Institute of Medicine and published by National Academies Press. This book was released on 2007-06-01 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: As our nation enters a new era of medical science that offers the real prospect of personalized health care, we will be confronted by an increasingly complex array of health care options and decisions. The Learning Healthcare System considers how health care is structured to develop and to apply evidence-from health profession training and infrastructure development to advances in research methodology, patient engagement, payment schemes, and measurement-and highlights opportunities for the creation of a sustainable learning health care system that gets the right care to people when they need it and then captures the results for improvement. This book will be of primary interest to hospital and insurance industry administrators, health care providers, those who train and educate health workers, researchers, and policymakers. The Learning Healthcare System is the first in a series that will focus on issues important to improving the development and application of evidence in health care decision making. The Roundtable on Evidence-Based Medicine serves as a neutral venue for cooperative work among key stakeholders on several dimensions: to help transform the availability and use of the best evidence for the collaborative health care choices of each patient and provider; to drive the process of discovery as a natural outgrowth of patient care; and, ultimately, to ensure innovation, quality, safety, and value in health care.

Engineering a Learning Healthcare System

Author : National Academy of Engineering
Publisher : National Academies Press
ISBN 13 : 0309224772
Total Pages : 340 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis Engineering a Learning Healthcare System by : National Academy of Engineering

Download or read book Engineering a Learning Healthcare System written by National Academy of Engineering and published by National Academies Press. This book was released on 2011-06-14 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Improving our nation's healthcare system is a challenge which, because of its scale and complexity, requires a creative approach and input from many different fields of expertise. Lessons from engineering have the potential to improve both the efficiency and quality of healthcare delivery. The fundamental notion of a high-performing healthcare system-one that increasingly is more effective, more efficient, safer, and higher quality-is rooted in continuous improvement principles that medicine shares with engineering. As part of its Learning Health System series of workshops, the Institute of Medicine's Roundtable on Value and Science-Driven Health Care and the National Academy of Engineering, hosted a workshop on lessons from systems and operations engineering that could be applied to health care. Building on previous work done in this area the workshop convened leading engineering practitioners, health professionals, and scholars to explore how the field might learn from and apply systems engineering principles in the design of a learning healthcare system. Engineering a Learning Healthcare System: A Look at the Future: Workshop Summary focuses on current major healthcare system challenges and what the field of engineering has to offer in the redesign of the system toward a learning healthcare system.

Best Care at Lower Cost

Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 0309282810
Total Pages : 437 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis Best Care at Lower Cost by : Institute of Medicine

Download or read book Best Care at Lower Cost written by Institute of Medicine and published by National Academies Press. This book was released on 2013-05-10 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: America's health care system has become too complex and costly to continue business as usual. Best Care at Lower Cost explains that inefficiencies, an overwhelming amount of data, and other economic and quality barriers hinder progress in improving health and threaten the nation's economic stability and global competitiveness. According to this report, the knowledge and tools exist to put the health system on the right course to achieve continuous improvement and better quality care at a lower cost. The costs of the system's current inefficiency underscore the urgent need for a systemwide transformation. About 30 percent of health spending in 2009-roughly $750 billion-was wasted on unnecessary services, excessive administrative costs, fraud, and other problems. Moreover, inefficiencies cause needless suffering. By one estimate, roughly 75,000 deaths might have been averted in 2005 if every state had delivered care at the quality level of the best performing state. This report states that the way health care providers currently train, practice, and learn new information cannot keep pace with the flood of research discoveries and technological advances. About 75 million Americans have more than one chronic condition, requiring coordination among multiple specialists and therapies, which can increase the potential for miscommunication, misdiagnosis, potentially conflicting interventions, and dangerous drug interactions. Best Care at Lower Cost emphasizes that a better use of data is a critical element of a continuously improving health system, such as mobile technologies and electronic health records that offer significant potential to capture and share health data better. In order for this to occur, the National Coordinator for Health Information Technology, IT developers, and standard-setting organizations should ensure that these systems are robust and interoperable. Clinicians and care organizations should fully adopt these technologies, and patients should be encouraged to use tools, such as personal health information portals, to actively engage in their care. This book is a call to action that will guide health care providers; administrators; caregivers; policy makers; health professionals; federal, state, and local government agencies; private and public health organizations; and educational institutions.

Basics of the U.S. Health Care System

Author : Nancy J. Niles
Publisher : Jones & Bartlett Learning
ISBN 13 : 1284102882
Total Pages : 449 pages
Book Rating : 4.2/5 (841 download)

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Book Synopsis Basics of the U.S. Health Care System by : Nancy J. Niles

Download or read book Basics of the U.S. Health Care System written by Nancy J. Niles and published by Jones & Bartlett Learning. This book was released on 2016-12-14 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: Basics of the U.S. Health Care System, Third Edition provides students with a broad, fundamental introduction to the workings of the healthcare industry. Engaging and activities-oriented, the text offers an especially accessible overview of the major concepts of healthcare operations, the role of government, public and private financing, as well as ethical and legal issues. Each chapter features review exercises and Web resources that make studying this complex industry both enjoyable and easy. Students of various disciplines—including healthcare administration, business, nursing, public health, and others—will discover a practical guide that prepares them for professional opportunities in this rapidly growing sector.

Digital Infrastructure for the Learning Health System

Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 0309154162
Total Pages : 336 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Digital Infrastructure for the Learning Health System by : Institute of Medicine

Download or read book Digital Infrastructure for the Learning Health System written by Institute of Medicine and published by National Academies Press. This book was released on 2011-10-21 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Like many other industries, health care is increasingly turning to digital information and the use of electronic resources. The Institute of Medicine's Roundtable on Value & Science-Driven Health Care hosted three workshops to explore current efforts and opportunities to accelerate progress in improving health and health care with information technology systems.

Essentials of the U.S. Health Care System

Author : Leiyu Shi
Publisher : Jones & Bartlett Learning
ISBN 13 : 1284175170
Total Pages : 390 pages
Book Rating : 4.2/5 (841 download)

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Book Synopsis Essentials of the U.S. Health Care System by : Leiyu Shi

Download or read book Essentials of the U.S. Health Care System written by Leiyu Shi and published by Jones & Bartlett Learning. This book was released on 2018-09-07 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: Essentials of the U.S. Health Care System, Fifth Edition is a clear and concise distillation of the major topics covered in the best-selling Delivering Health Care in America by the same authors. Designed for undergraduate and graduate students in programs across the health disciplines, Essentials of the U.S. Health Care System is a reader-friendly, well organized resource that covers the major characteristics, foundations, and future of the U.S. health care system. The text clarifies the complexities of health care organization and finance and presents a solid overview of how the various components fit together.

Mental Health Informatics

Author : Jessica D. Tenenbaum
Publisher : Springer Nature
ISBN 13 : 3030705587
Total Pages : 540 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Mental Health Informatics by : Jessica D. Tenenbaum

Download or read book Mental Health Informatics written by Jessica D. Tenenbaum and published by Springer Nature. This book was released on 2021-11-18 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook provides a detailed resource introducing the subdiscipline of mental health informatics. It systematically reviews the methods, paradigms, tools and knowledge base in both clinical and bioinformatics and across the spectrum from research to clinical care. Key foundational technologies, such as terminologies, ontologies and data exchange standards are presented and given context within the complex landscape of mental health conditions, research and care. The learning health system model is utilized to emphasize the bi-directional nature of the translational science associated with mental health processes. Descriptions of the data, technologies, paradigms and products that are generated by and used in each process and their limitations are discussed. Mental Health Informatics: Enabling a Learning Mental Healthcare System is a comprehensive introductory resource for students, educators and researchers in mental health informatics and related behavioral sciences. It is an ideal resource for use in a survey course for both pre- and post-doctoral training programs, as well as for healthcare administrators, funding entities, vendors and product developers working to make mental healthcare more evidence-based.

Health Systems Science E-Book

Author : Susan Skochelak
Publisher : Elsevier Health Sciences
ISBN 13 : 0323694675
Total Pages : 352 pages
Book Rating : 4.3/5 (236 download)

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Book Synopsis Health Systems Science E-Book by : Susan Skochelak

Download or read book Health Systems Science E-Book written by Susan Skochelak and published by Elsevier Health Sciences. This book was released on 2020-05-06 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

The U.S. Healthcare System

Author : Joel I. Shalowitz
Publisher : John Wiley & Sons
ISBN 13 : 047063152X
Total Pages : 720 pages
Book Rating : 4.4/5 (76 download)

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Book Synopsis The U.S. Healthcare System by : Joel I. Shalowitz

Download or read book The U.S. Healthcare System written by Joel I. Shalowitz and published by John Wiley & Sons. This book was released on 2019-09-04 with total page 720 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides a diverse, multi-faceted approach to health care evaluation and management The U.S. Health Care System: Origins, Organization and Opportunities provides a comprehensive introduction and resource for understanding healthcare management in the United States. It brings together the many “moving parts” of this large and varied system to provide both a bird’s-eye view as well as relevant details of the complex mechanisms at work. By focusing on stakeholders and their interests, this book analyzes the value propositions of the buyers and sellers of healthcare products and services along with the interests of patients. The book begins with a presentation of frameworks for understanding the structure of the healthcare system and its dynamic stakeholder inter-relationships. The chapters that follow each begin with their social and historical origins, so the reader can fully appreciate how that area evolved. The next sections on each topic describe the current environment and opportunities for improvement. Throughout, the learning objectives focus on three areas: frameworks for understanding issues, essential factual knowledge, and resources to keep the reader keep up to date. Healthcare is a rapidly evolving field, due to the regulatory and business environments as well as the advance of science. To keep the content current, online updates are provided at: www.HealthcareInsights.MD. This website also offers a weekday blog of important/interesting news and teaching notes/class discussion suggestions for instructors who use the book as a text. The U.S. Health Care System: Origins, Organization and Opportunities is an ideal textbook for healthcare courses in MBA, MPH, MHA, and public policy/administration programs. In piloting the content, over the past several years the author has successfully used drafts of chapters in his Healthcare Systems course for MBA and MPH students at Northwestern University. The book is also useful for novice or seasoned suppliers, payers and providers who work across the healthcare field and want a wider or deeper understanding of the entire system.

Genomics-Enabled Learning Health Care Systems

Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 0309371155
Total Pages : 116 pages
Book Rating : 4.3/5 (93 download)

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Book Synopsis Genomics-Enabled Learning Health Care Systems by : Institute of Medicine

Download or read book Genomics-Enabled Learning Health Care Systems written by Institute of Medicine and published by National Academies Press. This book was released on 2015-07-08 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: The inclusion of genomic data in a knowledge-generating health care system infrastructure is one promising way to harness the full potential of that information to provide better patient care. In such a system, clinical practice and research influence each other with the goal of improving the efficiency and effectiveness of disease prevention, diagnosis, and treatment. To examine pragmatic approaches to incorporating genomics in learning health care systems, the Institute of Medicine Roundtable on Translating Genomic-Based Research for Health hosted a workshop which convened a variety of stakeholder groups, including commercial developers, health information technology professionals, clinical providers, academic researchers, patient groups, and government and health system representatives, to present their perspectives and participate in discussions on maximizing the value that can be obtained from genomic information. The workshop examined how a variety of systems are capturing and making use of genomic data to generate knowledge for advancing health care in the 21st century. It also sought to evaluate the challenges, opportunities, and best practices for capturing or using genomic information in knowledge-generating health care systems. Genomics-Enabled Learning Health Care Systems summarizes the presentations and discussion of the workshop.

Machine Learning and Deep Learning in Efficacy Improvement of Healthcare Systems

Author : Om Prakash Jena
Publisher : CRC Press
ISBN 13 : 1000486826
Total Pages : 321 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Machine Learning and Deep Learning in Efficacy Improvement of Healthcare Systems by : Om Prakash Jena

Download or read book Machine Learning and Deep Learning in Efficacy Improvement of Healthcare Systems written by Om Prakash Jena and published by CRC Press. This book was released on 2022-05-18 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of medical informatics is to improve life expectancy, disease diagnosis and quality of life. Medical devices have revolutionized healthcare and have led to the modern age of machine learning, deep learning and Internet of Medical Things (IoMT) with their proliferation, mobility and agility. This book exposes different dimensions of applications for computational intelligence and explains its use in solving various biomedical and healthcare problems in the real world. This book describes the fundamental concepts of machine learning and deep learning techniques in a healthcare system. The aim of this book is to describe how deep learning methods are used to ensure high-quality data processing, medical image and signal analysis and improved healthcare applications. This book also explores different dimensions of computational intelligence applications and illustrates its use in the solution of assorted real-world biomedical and healthcare problems. Furthermore, it provides the healthcare sector with innovative advances in theory, analytical approaches, numerical simulation, statistical analysis, modelling, advanced deployment, case studies, analytical results, computational structuring and significant progress in the field of machine learning and deep learning in healthcare applications. FEATURES Explores different dimensions of computational intelligence applications and illustrates its use in the solution of assorted real-world biomedical and healthcare problems Provides guidance in developing intelligence-based diagnostic systems, efficient models and cost-effective machines Provides the latest research findings, solutions to the concerning issues and relevant theoretical frameworks in the area of machine learning and deep learning for healthcare systems Describes experiences and findings relating to protocol design, prototyping, experimental evaluation, real testbeds and empirical characterization of security and privacy interoperability issues in healthcare applications Explores and illustrates the current and future impacts of pandemics and mitigates risk in healthcare with advanced analytics This book is intended for students, researchers, professionals and policy makers working in the fields of public health and in the healthcare sector. Scientists and IT specialists will also find this book beneficial for research exposure and new ideas in the field of machine learning and deep learning.

Machine Learning with Health Care Perspective

Author : Vishal Jain
Publisher : Springer Nature
ISBN 13 : 3030408507
Total Pages : 418 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Machine Learning with Health Care Perspective by : Vishal Jain

Download or read book Machine Learning with Health Care Perspective written by Vishal Jain and published by Springer Nature. This book was released on 2020-03-09 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique book introduces a variety of techniques designed to represent, enhance and empower multi-disciplinary and multi-institutional machine learning research in healthcare informatics. Providing a unique compendium of current and emerging machine learning paradigms for healthcare informatics, it reflects the diversity, complexity, and the depth and breadth of this multi-disciplinary area. Further, it describes techniques for applying machine learning within organizations and explains how to evaluate the efficacy, suitability, and efficiency of such applications. Featuring illustrative case studies, including how chronic disease is being redefined through patient-led data learning, the book offers a guided tour of machine learning algorithms, architecture design, and applications of learning in healthcare challenges.

Basics of the U.S. Health Care System

Author : Nancy J. Niles
Publisher : Jones & Bartlett Publishers
ISBN 13 : 1284034429
Total Pages : 443 pages
Book Rating : 4.2/5 (84 download)

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Book Synopsis Basics of the U.S. Health Care System by : Nancy J. Niles

Download or read book Basics of the U.S. Health Care System written by Nancy J. Niles and published by Jones & Bartlett Publishers. This book was released on 2014-02-18 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: Basics of the U.S. Health Care System, Second Edition provides students with a broad, fundamental introduction to the workings of the healthcare industry. Engaging and activities-oriented, the text offers an especially accessible overview of the major concepts of healthcare operations, the role of government, public and private financing, as well as ethical and legal issues. Each chapter features review exercises and Web resources that make studying this complex industry both enjoyable and easy. Students of various disciplines—including healthcare administration, business, nursing, public health, and others—will discover in Basics of the U.S. Health Care System, Second Edition a practical guide that prepares them for professional opportunities in this rapidly growing sector. The Second Edition has been updated substantially to reflect the passage and implementation of the health care reform act of 2010, as well as new information on information technology, Medicare, Medicaid, and much more. Basics of the U.S. Health Care System features: • A new chapter on the Patient Protection and Affordable Care Act of 2010 • A complete overview of basic concepts of the U.S. healthcare system • Student activities including crossword puzzles and vocabulary reviews in each chapter • Helpful case studies • PowerPoint slides, TestBank, and Instructor’s Manual for instructors • Online flashcards, crosswords, and an interactive glossary for students

The Healthcare Imperative

Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 0309144337
Total Pages : 852 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis The Healthcare Imperative by : Institute of Medicine

Download or read book The Healthcare Imperative written by Institute of Medicine and published by National Academies Press. This book was released on 2011-01-17 with total page 852 pages. Available in PDF, EPUB and Kindle. Book excerpt: The United States has the highest per capita spending on health care of any industrialized nation but continually lags behind other nations in health care outcomes including life expectancy and infant mortality. National health expenditures are projected to exceed $2.5 trillion in 2009. Given healthcare's direct impact on the economy, there is a critical need to control health care spending. According to The Health Imperative: Lowering Costs and Improving Outcomes, the costs of health care have strained the federal budget, and negatively affected state governments, the private sector and individuals. Healthcare expenditures have restricted the ability of state and local governments to fund other priorities and have contributed to slowing growth in wages and jobs in the private sector. Moreover, the number of uninsured has risen from 45.7 million in 2007 to 46.3 million in 2008. The Health Imperative: Lowering Costs and Improving Outcomes identifies a number of factors driving expenditure growth including scientific uncertainty, perverse economic and practice incentives, system fragmentation, lack of patient involvement, and under-investment in population health. Experts discussed key levers for catalyzing transformation of the delivery system. A few included streamlined health insurance regulation, administrative simplification and clarification and quality and consistency in treatment. The book is an excellent guide for policymakers at all levels of government, as well as private sector healthcare workers.

Machine Learning in Healthcare

Author : Bikesh Kumar Singh
Publisher : CRC Press
ISBN 13 : 1000540405
Total Pages : 248 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Machine Learning in Healthcare by : Bikesh Kumar Singh

Download or read book Machine Learning in Healthcare written by Bikesh Kumar Singh and published by CRC Press. This book was released on 2022-02-17 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) and machine learning (ML) techniques play an important role in our daily lives by enhancing predictions and decision-making for the public in several fields such as financial services, real estate business, consumer goods, social media, etc. Despite several studies that have proved the efficacy of AI/ML tools in providing improved healthcare solutions, it has not gained the trust of health-care practitioners and medical scientists. This is due to poor reporting of the technology, variability in medical data, small datasets, and lack of standard guidelines for application of AI. Therefore, the development of new AI/ML tools for various domains of medicine is an ongoing field of research. Machine Learning in Healthcare: Fundamentals and Recent Applications discusses how to build various ML algorithms and how they can be applied to improve healthcare systems. Healthcare applications of AI are innumerable: medical data analysis, early detection and diagnosis of disease, providing objective-based evidence to reduce human errors, curtailing inter- and intra-observer errors, risk identification and interventions for healthcare management, real-time health monitoring, assisting clinicians and patients for selecting appropriate medications, and evaluating drug responses. Extensive demonstrations and discussion on the various principles of machine learning and its application in healthcare is provided, along with solved examples and exercises. This text is ideal for readers interested in machine learning without any background knowledge and looking to implement machine-learning models for healthcare systems.

Global Health Systems

Author : Margie Lovett-Scott
Publisher : Jones & Bartlett Publishers
ISBN 13 : 1449618995
Total Pages : 344 pages
Book Rating : 4.4/5 (496 download)

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Book Synopsis Global Health Systems by : Margie Lovett-Scott

Download or read book Global Health Systems written by Margie Lovett-Scott and published by Jones & Bartlett Publishers. This book was released on 2014 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Global Health Systems: Comparing Strategies for Delivering Health Services is a comprehensive overview of healthcare access and delivery in 11 developing and industrialized countries. This accessible text is designed for undergraduate and beginning graduate students in various health-related disciplines. Global Health Systems offers rich and diverse real-life case scenarios, analysis of healthcare systems in an international context, and an innovative Eight Factor Model for healthcare system evaluation. The texts integrated approach and synthesis-based organizational framework challenges learners to develop their own strategies for analysis and envision creative solutions to current healthcare crises.

Building a Better Delivery System

Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 030909643X
Total Pages : 277 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis Building a Better Delivery System by : Institute of Medicine

Download or read book Building a Better Delivery System written by Institute of Medicine and published by National Academies Press. This book was released on 2005-10-20 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a joint effort between the National Academy of Engineering and the Institute of Medicine, this books attempts to bridge the knowledge/awareness divide separating health care professionals from their potential partners in systems engineering and related disciplines. The goal of this partnership is to transform the U.S. health care sector from an underperforming conglomerate of independent entities (individual practitioners, small group practices, clinics, hospitals, pharmacies, community health centers et. al.) into a high performance "system" in which every participating unit recognizes its dependence and influence on every other unit. By providing both a framework and action plan for a systems approach to health care delivery based on a partnership between engineers and health care professionals, Building a Better Delivery System describes opportunities and challenges to harness the power of systems-engineering tools, information technologies and complementary knowledge in social sciences, cognitive sciences and business/management to advance the U.S. health care system.