Clinical Decision Support and Beyond


Book Description

Clinical Decision Support and Beyond: Progress and Opportunities in Knowledge-Enhanced Health and Healthcare, now in its third edition, discusses the underpinnings of effective, reliable, and easy-to-use clinical decision support systems at the point of care as a productive way of managing the flood of data, knowledge, and misinformation when providing patient care. Incorporating CDS into electronic health record systems has been underway for decades; however its complexities, costs, and user resistance have lagged its potential. Thus it is of utmost importance to understand the process in detail, to take full advantage of its capabilities. The book expands and updates the content of the previous edition, and discusses topics such as integration of CDS into workflow, context-driven anticipation of needs for CDS, new forms of CDS derived from data analytics, precision medicine, population health, integration of personal monitoring, and patient-facing CDS. In addition, it discusses population health management, public health CDS and CDS to help reduce health disparities. It is a valuable resource for clinicians, practitioners, students and members of medical and biomedical fields who are interested to learn more about the potential of clinical decision support to improve health and wellness and the quality of health care. Presents an overview and details of the current state of the art and usefulness of clinical decision support, and how to utilize these capabilities Explores the technological underpinnings for developing, managing, and sharing knowledge resources and deploying them as CDS or for other uses Discusses the current drivers and opportunities that are expanding the prospects for use of knowledge to enhance health and healthcare




Surgical Decision Making


Book Description

This text provides a comprehensive and state-of-the-art overview of the major issues specific to the surgical decision-making process. These include patient’s anatomy and pathophysiology as well as the magnitude of the injury at hand, the surgeon's own physiologic and mental status, training and experience, and many other factors such as creativity, leadership skills, and overall "biochemistry" of the environment. The text reviews theoretical as well as objective information that surgeons use to make intraoperative decisions in situations, often with very limited data; decisions that will decide between a patient's living or dying, such as in trauma surgery and other complex surgeries. How surgeons choose one technical approach over another in these situations is covered. This book fills a critical need for resource materials on these topics and includes both theoretical as well as practical presentations of many typical patients seen in operating rooms around the world. Surgical Decision Making: Beyond the Evidence Based Surgery is written by academic and clinical practicing surgeons that face intraoperative decision situations on a daily basis and therefore provides a unique and valuable resource in the field for surgeons currently in training and for those already in clinical or research practice.




Foundations of Evidence-Based Medicine


Book Description

This comprehensive text focuses on reasoning, critical thinking and pragmatic decision making in medicine. Based on the author’s extensive experience and filled with definitions, formulae, flowcharts and checklists, this fully revised second edition continues to provide invaluable guidance to the crucial role that clinical epidemiology plays in the expanding field of evidence-based medicine. Key Features: • Considers evidence-based medicine as a universal initiative common to all health sciences and professions, and all specialties within those disciplines • Demonstrates how effective practice is reliant on proper foundations, such as clinical and fundamental epidemiology, and biostatistics • Introduces the reader to basic epidemiological methods, meta-analysis and decision analysis • Shows that structured, modern, argumentative reasoning is required to build the best possible evidence and use it in practice and research • Outlines how to make the most appropriate decisions in clinical care, disease prevention and health promotion Presenting a range of topics seldom seen in a single resource, the innovative blend of informal logic and structured evidence-based reasoning makes this book invaluable for anyone seeking broad, in-depth and readable coverage of this complex and sometimes controversial field.




Fundamentals of Clinical Data Science


Book Description

This open access book comprehensively covers the fundamentals of clinical data science, focusing on data collection, modelling and clinical applications. Topics covered in the first section on data collection include: data sources, data at scale (big data), data stewardship (FAIR data) and related privacy concerns. Aspects of predictive modelling using techniques such as classification, regression or clustering, and prediction model validation will be covered in the second section. The third section covers aspects of (mobile) clinical decision support systems, operational excellence and value-based healthcare. Fundamentals of Clinical Data Science is an essential resource for healthcare professionals and IT consultants intending to develop and refine their skills in personalized medicine, using solutions based on large datasets from electronic health records or telemonitoring programmes. The book’s promise is “no math, no code”and will explain the topics in a style that is optimized for a healthcare audience.




Shared Decision-making in Health Care


Book Description

Over the past decade health care systems around the world have placed increasing importance on the relationship between patient choice and clinical decision-making. In the years since the publication of the second edition of Shared Decision Making in Health Care, there have been significant new developments in the field, most notably in the US where 'Obamacare' puts shared decision making (SDM) at the centre of the 2009 Affordable Care Act. This new edition explores shared decision making by examining, from practical and theoretical perspectives, what should comprise an effective decision-making process. It also looks at the benefits and potential difficulties that arise when patients and clinicians share health care decisions. Written by leading experts from around the world and utilizing high quality evidence, the book provides an up-to-date reference with real-word context to the topics discussed, and in-depth coverage of the practicalities of implementing and teaching SDM. The breadth of information in Shared Decision Making in Health Care makes it the definitive source of expert knowledge for healthcare policy makers. As health care systems adapt to increasingly collaborative patient-clinician care frameworks, this will also prove a useful guide to SDM for clinicians of all disciplines.




Beyond Obamacare


Book Description

Health care spending in the United States today is approaching 20 percent of GDP, yet levels of U.S. population health have been declining for decades relative to other wealthy and even some developing nations. How is it possible that the United States, which spends more than any other nation on health care and insurance, now has a population markedly less healthy than those of many other nations? Sociologist and public health expert James S. House analyzes this paradoxical crisis, offering surprising new explanations for how and why the United States has fallen into this trap. In Beyond Obamacare, House shows that health care reforms, including the Affordable Care Act, cannot resolve this crisis because they do not focus on the underlying causes for the nation’s poor health outcomes, which are largely social, economic, environmental, psychological, and behavioral. House demonstrates that the problems of our broken health care and insurance system are interconnected with our large and growing social disparities in education, income, and other conditions of life and work, and calls for a complete reorientation of how we think about health. He concludes that we need to move away from our misguided and almost exclusive focus on biomedical determinants of health, and to place more emphasis on addressing social, economic, and other inequalities. House’s review of the evidence suggests that the landmark Affordable Care Act of 2010, and even universal access to health care, are likely to yield only marginal improvements in population health or in reducing health care expenditures. In order to rein in spending and improve population health, we need to refocus health policy from the supply side—which makes more and presumably better health care available to more citizens—to the demand side—which would improve population health though means other than health care and insurance, thereby reducing need and spending for health care. House shows how policies that provide expanded educational opportunities, more and better jobs and income, reduced racial-ethnic discrimination and segregation, and improved neighborhood quality enhance population health and quality of life as well as help curb health spending. He recommends redirecting funds from inefficient supply-side health care measures toward broader social initiatives focused on education, income support, civil rights, housing and neighborhoods, and other reforms, which can be paid for from savings in expenditures for health care and insurance. A provocative reconceptualization of health in America, Beyond Obamacare looks past partisan debates to show how cost-efficient and effective health policies begin with more comprehensive social policy reforms.




Evidence-Based Medicine and the Changing Nature of Health Care


Book Description

Drawing on the work of the Roundtable on Evidence-Based Medicine, the 2007 IOM Annual Meeting assessed some of the rapidly occurring changes in health care related to new diagnostic and treatment tools, emerging genetic insights, the developments in information technology, and healthcare costs, and discussed the need for a stronger focus on evidence to ensure that the promise of scientific discovery and technological innovation is efficiently captured to provide the right care for the right patient at the right time. As new discoveries continue to expand the universe of medical interventions, treatments, and methods of care, the need for a more systematic approach to evidence development and application becomes increasingly critical. Without better information about the effectiveness of different treatment options, the resulting uncertainty can lead to the delivery of services that may be unnecessary, unproven, or even harmful. Improving the evidence-base for medicine holds great potential to increase the quality and efficiency of medical care. The Annual Meeting, held on October 8, 2007, brought together many of the nation's leading authorities on various aspects of the issues - both challenges and opportunities - to present their perspectives and engage in discussion with the IOM membership.




Rethinking Causality, Complexity and Evidence for the Unique Patient


Book Description

This open access book is a unique resource for health professionals who are interested in understanding the philosophical foundations of their daily practice. It provides tools for untangling the motivations and rationality behind the way medicine and healthcare is studied, evaluated and practiced. In particular, it illustrates the impact that thinking about causation, complexity and evidence has on the clinical encounter. The book shows how medicine is grounded in philosophical assumptions that could at least be challenged. By engaging with ideas that have shaped the medical profession, clinicians are empowered to actively take part in setting the premises for their own practice and knowledge development. Written in an engaging and accessible style, with contributions from experienced clinicians, this book presents a new philosophical framework that takes causal complexity, individual variation and medical uniqueness as default expectations for health and illness.




Beyond Addiction


Book Description

The most innovative leaders in progressive addiction treatment in the US offer a groundbreaking, science-based guide to helping loved ones overcome addiction problems and compulsive behaviors. The most innovative leaders in progressive addiction treatment in the US offer a groundbreaking, science-based guide to helping loved ones overcome addiction problems and compulsive behaviors. Beyond Addiction eschews the theatrics of interventions and tough love to show family and friends how they can use kindness, positive reinforcement, and motivational and behavioral strategies to help their loved ones change. Drawing on forty collective years of research and decades of clinical experience, the authors present the best practical advice science has to offer. Delivered with warmth, optimism, and humor, Beyond Addiction defines a new, empowered role for friends and family and a paradigm shift for the field. Learn how to tap the transformative power of relationships for positive change, guided by exercises and examples. Practice what really works in therapy and in everyday life, and discover many different treatment options along with tips for navigating the system. And have hope: this guide is designed not only to help someone change, but to help someone want to change.