This book presents a comprehensive and up-to-date treatise of a range of methodological and algorithmic issues. It also discusses implementations and case studies, identifies the best design practices, and assesses data analytics business models and practices in industry, health care, administration and business.Data science and big data go hand in hand and constitute a rapidly growing area of research and have attracted the attention of industry and business alike. The area itself has opened up promising new directions of fundamental and applied research and has led to interesting applications, especially those addressing the immediate need to deal with large repositories of data and building tangible, user-centric models of relationships in data. Data is the lifeblood of today's knowledge-driven economy.Numerous data science models are oriented towards end users and along with the regular requirements for accuracy (which are present in any modeling), come the requirements for ability to process huge and varying data sets as well as robustness, interpretability, and simplicity (transparency). Computational intelligence with its underlying methodologies and tools helps address data analytics needs.The book is of interest to those researchers and practitioners involved in data science, Internet engineering, computational intelligence, management, operations research, and knowledge-based systems.

Enormous progress has been made in global health conditions during the past several decades, yet chronic hunger and illness persist in poor countries. The authors analyze the potential of international cooperation to improve health in poor countries. Drawing on various disciplines, including public health, economics, and other social sciences, the authors stress the need for collaborative processes and local institution strengthening.

McGuire and Anderson bring the findings of the behavioral biology of group cooperation to bear on the vexatious problem of healthcare reform. One of the few certainties that we have is that the approach of the last 50 years--arguments between advocates of government or private insurance--has led to intractable gridlock. It is thus necessary to ask whether the initial assumptions buried within this controversy might have fatal flaws. In the authors' views, they do. Our modern society would never tolerate funding of any other necessity or convenience by such clumsy methods. In short, McGuire and Anderson contend we must pay for healthcare the way we pay for food, housing, clothing, and transportation.

McGuire and Anderson begin by examining the flaws embedded in each side of the current debate. They offer ten postulates around which any successful system must be devised, and identify the problems from the perspective of patients, professionals, and public and private insurance providers. Finally, they apply the knowledge of the biology of human behavior to the problem of enhancing group cooperation toward a self-correcting system, which avoids the current major pitfalls. A workable system, they contend, will be one that is compatible with human nature; not a perfect system, but better than we have, and more likely to work than competing theoretical constructs.

This book examines the characteristics of sustainable remote health workforces and how management practices influence workforce sustainability in remote regions. It introduces the Integrated Human Resource Management (HRM) Framework for sustainable remote health workforces, providing a contemporary approach to remote health workforce sustainability. The book particularly focuses on the influence of localised management practices on workforce sustainability. For geographically remote managers, the book offers evidence-based information for developing effective management practices drawn from three separate, yet related research studies. This book will be of interest to managers and aspiring managers, working or planning to work in geographically remote regions across the globe. The book provides insight into the human resource management challenges for remote managers, and provides resources and practical management tools as well as suggestions about how managers can create their own localised management practices.

The HCISPP certification is a globally-recognized, vendor-neutral exam for healthcare information security and privacy professionals, created and administered by ISC(2). The new HCISPP certification, focused on health care information security and privacy, is similar to the CISSP, but has only six domains and is narrowly targeted to the special demands of health care information security. Tim Virtue and Justin Rainey have created the HCISPP Study Guide to walk you through all the material covered in the exam's Common Body of Knowledge. The six domains are covered completely and as concisely as possible with an eye to acing the exam. Each of the six domains has its own chapter that includes material to aid the test-taker in passing the exam, as well as a chapter devoted entirely to test-taking skills, sample exam questions, and everything you need to schedule a test and get certified. Put yourself on the forefront of health care information privacy and security with the HCISPP Study Guide and this valuable certification.

The National Health Service, or NHS, is the United Kingdom's national healthcare system. It oversees the public's health and ensures the medical wellbeing of the population of the UK. Governance network processes are complex because of the different nature of agendas and strategies of actors involved in health, but increasingly, because of the link between social and healthcare delivery, recent initiatives to provide a joined up or integrated approach have been presented. However, the extent of joined-up governance processes in the National Health Service is rather uneven. So far, reforms to try to improve the running of the NHS through the introduction of market mechanisms or increased decentralization have only served to exacerbate such tensions and resulted in further fragmentation of the public health system. The NHS and Contemporary Health Challenges From a Multilevel Perspective illustrates the complexities of governing public health services that are part of the NHS and takes an innovative approach by examining public health provision through a multiscalar lens, which reveals significant limits of the current governance model. The book raises the various challenges that clinical staff, public authorities, and the general public face in the provision of healthcare to uphold core values inherent in health systems. While highlighting topics including health governance, patient satisfaction, and public health, this book is ideally designed for policymakers, government officials, healthcare administrators, hospital managers, healthcare researchers, medical professionals, and students.

This is the first reference book to provide a detailed assessment of the Affordable Care Act, explaining the realities and myths surrounding one of the most divisive political struggles in recent U.S. history. The Affordable Care Act—also known as Obamacare—is one of the most controversial and politicized topics in the United States today. This timely book examines prominent claims about the legislation's drafting, debate, passage, and implementation, and discerns what is true and false about the law. Each of the text's eight chapters delves into the common beliefs, misinterpretations, and myths surrounding the act, tracing the history of the assertion and supporting or challenging its veracity through nonpartisan research and analyses. Chapters begin with an objective look at the claim's origins—with a brief focus on the person or group that conceived it and why—then set about clarifying or debunking it using evidence from research studies and reports from authoritative sources. Entries feature primary documents, a further reading section, and tables and graphs. Topics include the impact on health care costs for families, states, and the federal government; the effect of the Affordable Care Act on employer-sponsored insurance; and the role of health status on coverage under the Affordable Care Act.

This book examines the gender context of HIV and critiques the global policy response. Anderson contributes to the feminist task of de-invisibilising gender as structural violence and identifies how gendered power structures are responded to at the local level in Malawi.

Starting with more general issues of healthcare policy and governance in a global perspective and using the lens of national case studies of healthcare reform, this handbook addresses key themes in the debates over changing healthcare policy.

Based on extensive field research, the essays in this volume illuminate the experiences of migrants from their own point of view, providing a critical understanding of the complex social reality in which each experience is grounded. Access to medical care for migrants is a fundamental right which is often ignored. The book provides a critical understanding of the social reality in which social inequalities are grounded and offers the opportunity to show that right to health does not correspond uniquely with access to healthcare.

Sampson Davis is best known as one of three friends from inner-city Newark who made a pact in high school to become doctors. Their book 'The Pact' and their work through the Three Doctors Foundation have inspired countless young men and women to strive for goals they otherwise would not have dreamed they could attain. In this book, Dr Davis looks at the healthcare crisis in the inner city from a rare perspective: as a doctor who works on the front line of emergency medical care in the community where he grew up, and as a member of that community who has faced the same challenges as the people he treats every day. He also offers invaluable practical advice for those living in such communities, where conditions like asthma, heart disease, stroke, obesity, and AIDS are disproportionately endemic.

This expertly prepared policy issues handbook surveys the changing workplace and the failures of America's public health and education systems to prepare the future work force to compete at home and abroad. Carl Stenberg and William Colman analyze the key issues; review a mass of information, ideas, and insights about policy options that are available; and assess their pros and cons. Students, teachers, administrators, policymakers, and concerned citizens will find a wealth of clearly presented data along with careful analyses of the major proposals for reform. Figures, tables, short summaries, appendices, bibliographical aids, and a full index make this one-volume landmark reference accessible to researchers and readers at different levels and for varied use.

This book explains the origins and early developments of Japanese medical insurance systems from the 1920s to the 1950s. It closely examines the changes in the systems and the symbiotic relationship between Japan's status in international relations and the development of domestic medical insurance systems. While previous studies have regarded the origins and development of Japanese medical insurance systems as merely a domestic issue and pay little attention to the role or effects of international affairs, this book closely examines the changes in these systems by looking at the enactment of the Health Insurance Law in 1922, the establishment of the National Health Insurance in 1938, the epoch-making reforms of 1942, numerous plans in the early Allied occupation period, and Japan's social security plan in 1950. In doing so, it shows that there was indeed a symbiotic relationship between Japan's status in international relations and the changing nature of domestic medical insurance systems. It also reveals that Japan's status in international relations set the framework within which interested groups, primarily the government, made rational choices. This book is a valuable resource for academics, researchers and students who have an interest in the Japanese medical insurance systems.

Patients as Policy Actors offers groundbreaking accounts of one of the health field's most important developments of the last fifty years--the rise of more consciously patient-centered care and policymaking. The authors in this volume illustrate, from multiple disciplinary perspectives, the unexpected ways that patients can matter as both agents and objects of health care policy yet nonetheless too often remain silent, silenced, misrepresented, or ignored. The volume concludes with a unique epilogue outlining principles for more effectively integrating patient perspectives into a pluralistic conception of policy-making. With the recent enactment of the Patient Protection and Affordable Care Act, patients' and consumers' roles in American health care require more than ever the careful analysis and attention exemplified by this innovative volume.

This book presents a socio-economic analysis of the issues linking technological innovation in providing arsenic-safe drinking water in rural areas. It presents concrete field based experiences of experiments and case studies depicting the plight and sufferings of people due to failed technological deployment strategies over the past two decades in West Bengal, the most arsenic-exposed state in India and also the first to act for remediation of the crisis. One of the greatest challenges in arsenic-exposed zones is to provide sustainable access to reliably arsenic-safe free water. For nearly twenty years the Government of India and national water distribution institutions in collaboration with multi-lateral funding agencies have sought to pump in money, push technology collected through global tenders, and enlist the support of non-governmental organizations (NGOs), but their efforts have yielded little success. This book is the outcome of the authors' intensive fieldwork, guided by the conceptual framework of the latest literature on environmental economics and consumer behaviour. It presents a framework and estimates based on field level primary data. Secondary official source-based data are also collated from various scattered sources into a valuable, comprehensive collection. Lastly, the book includes a revealing analysis of factors affecting households' participation.

The main objective of this work is to provide a book with high quality content that becomes a reference and support for graduate course (Mental Health, Public Health and Epidemiology) and for research in the domain of health economics applied to mental health. Also this book might be useful for policymakers on formulating mental health policies. Key messages of this book are based on: a) mental illness represent a huge cost for society and for health care; b) health economics applied to mental health could help in the optimization of resource allocation for mental health care and for better decision making in terms of balancing costs and benefits; c) interventions and treatment should be also chosen in general medical practice and in public decision-policy according to cost-effectiveness, burden of disease and equity principles; d) quality of care is related with better outcomes, higher quality of life for clients, and with lower costs for society and health system (best value for money); e) it is possible to decrease the burden of mental disorders with cost-effective treatments. The book is divided in four main topics: 1. Introduction to Health Economics applied to Mental Health - this section is an overview of basic principles, concepts and methods used in Economics and Health Economics to enable students to make critical appraisal of Health Economics texts and also to design research studies in this topic. 2. Health Economics applied to the evaluation of quality and costs of Mental Health Services - this section presents results of Brazilian studies on the costs of mental health care (hospital, outpatient care, residential care, informal care), methods on the measurement of costs and it discusses issues related with public policies decisions and quality of mental health car in the low and middle income countries context. There is also an overview of quality indicators of mental health care and instruments to evaluate mental health services and costs.3. Health Economics applied to evaluate treatment of mental disorders - This section presents a review of cost-effectiveness of pharmacological treatments and other interventions applied for treating the most burdensome mental disorders such as depressive and anxiety disorders, bipolar disorders, psychosis, alcohol and drug disorders, dementia, and hyper attention deficit disorders. 4. Health Economics, burden and indirect costs of mental disorders - This section highlights the social and economic burden caused by mental illness under societal perspective focusing on stigma, unemployment, indirect costs in the workplace (absenteeism and presenteeism), the relationship between poverty and mental disorders, global health and social determinants of mental health and on the costs of mental disorders (depression, anxiety, psychosis, alcohol and drug disorders). We present some instruments to measure indirect costs of mental disorders.