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Health care utilization routinely generates vast amounts of data from sources ranging from electronic medical records, insurance claims, vital signs, and patient-reported outcomes. Predicting health outcomes using data modeling approaches is an emerging field that can reveal important insights into disproportionate spending patterns. This book presents data driven methods, especially machine learning, for understanding and approaching the high utilizers problem, using the example of a large public insurance program. It describes important goals for data driven approaches from different aspects of the high utilizer problem, and identifies challenges uniquely posed by this problem. Key Feature...
The global humanitarian movement, which originated within Western religious organizations in the early nineteenth century, has been of most important forces in world politics in advancing both human rights and human welfare. While the religious groups that founded the movement originally focused on conversion, in time more secular concerns came to dominate. By the end of the nineteenth century, increasingly professionalized yet nominally religious organization shifted from reliance on the good book to the public health manual. Over the course of the twentieth century, the secularization of humanitarianism only increased, and by the 1970s the movement's religious inspiration, generally speaki...
This book provides a comprehensive examination of the ways that health policy has been shaped by the political, socioeconomic, and ideological environment of the United States. The roles played by public and private, institutional and individual actors in designing the healthcare system are identified at all levels. The book addresses the key problems of healthcare cost, access, and quality through analyses of Medicare, Medicaid, the Veterans Health Administration, and other programs, and the ethical and cost implications of advances in healthcare technology. This fully updated fourth edition gives expanded attention to the fiscal and financial impact of high healthcare costs and the struggle for healthcare reform, culminating in the passage of the Affordable Care Act, with preliminary discussion of implementation issues associated with the Affordable Care Act as well as attempts to defund and repeal it. Each chapter concludes with discussion questions and a comprehensive reference list. Helpful appendices provide a guide to websites and a chronology. PowerPoint slides and other instructional materials are available to instructors who adopt the book.
For courses in Health Economics, U.S. Health Policy/Systems, or Public Health, taken by health services students or practitioners, the text makes economic concepts the backbone of its health care coverage. Folland, Goodman and Stano's book is the bestselling Health Care Economics text that teaches through core economic themes, rather than concepts unique to the health care economy. This edition contains revised and updated data tables, where applicable. The advent of the Patient Protection and Affordable Care Act (PPACA) in 2010 has also led to changes in many chapters , most notably in the organization and focus of Chapter 16.
Acclaimed biographer Donald Spoto strips away the legends from the life of Francis of Assisi to reveal the true story of a man who has too often been obscured by pious iconography. Drawing on unprecedented access to unexplored archives, plus Francis's own letters, Spoto places Francis within the context of the multifaceted ecclesiastical, political, and social forces of medieval Italy, casting new light on Francis and showing how his emphasis on charity as the heart of the Gospel's message helped him pioneer a new social movement. This nuanced portrait reveals the multifaceted character of a man who can genuinely be said to have changed the course of history.
This two volume set LNBI 10208 and LNBI 10209 constitutes the proceedings of the 5th International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2017, held in Granada, Spain, in April 2017. The 122 papers presented were carefully reviewed and selected from 309 submissions. The scope of the conference spans the following areas: advances in computational intelligence for critical care; bioinformatics for healthcare and diseases; biomedical engineering; biomedical image analysis; biomedical signal analysis; biomedicine; challenges representing large-scale biological data; computational genomics; computational proteomics; computational systems for modeling biological processes; data driven biology - new tools, techniques and resources; eHealth; high-throughput bioinformatic tools for genomics; oncological big data and new mathematical tools; smart sensor and sensor-network architectures; time lapse experiments and multivariate biostatistics.
"The complexity of government programs sometimes makes it difficult for children with disabilities to get the benefits they need. This can impede their health and development. This book suggests ways to improve the system. Its main focus on the three largest programs: special education, Supplemental Security Income, and Medicaid"--Provided by publisher.