Predicting Covid 19 Cases In Us Long Term Care Facilities

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Improving the Quality of Long-Term Care

Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 0309132746
Total Pages : 344 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Improving the Quality of Long-Term Care by : Institute of Medicine

Download or read book Improving the Quality of Long-Term Care written by Institute of Medicine and published by National Academies Press. This book was released on 2001-02-27 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Among the issues confronting America is long-term care for frail, older persons and others with chronic conditions and functional limitations that limit their ability to care for themselves. Improving the Quality of Long-Term Care takes a comprehensive look at the quality of care and quality of life in long-term care, including nursing homes, home health agencies, residential care facilities, family members and a variety of others. This book describes the current state of long-term care, identifying problem areas and offering recommendations for federal and state policymakers. Who uses long-term care? How have the characteristics of this population changed over time? What paths do people follow in long term care? The committee provides the latest information on these and other key questions. This book explores strengths and limitations of available data and research literature especially for settings other than nursing homes, on methods to measure, oversee, and improve the quality of long-term care. The committee makes recommendations on setting and enforcing standards of care, strengthening the caregiving workforce, reimbursement issues, and expanding the knowledge base to guide organizational and individual caregivers in improving the quality of care.

The Future of the Nursing Workforce in the United States

Author : Peter Buerhaus
Publisher : Jones & Bartlett Publishers
ISBN 13 : 0763756849
Total Pages : 329 pages
Book Rating : 4.7/5 (637 download)

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Book Synopsis The Future of the Nursing Workforce in the United States by : Peter Buerhaus

Download or read book The Future of the Nursing Workforce in the United States written by Peter Buerhaus and published by Jones & Bartlett Publishers. This book was released on 2009-10-06 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Future of the Nursing Workforce in the United States: Data, Trends and Implications provides a timely, comprehensive, and integrated body of data supported by rich discussion of the forces shaping the nursing workforce in the US. Using plain, jargon free language, the book identifies and describes the key changes in the current nursing workforce and provide insights about what is likely to develop in the future. The Future of the Nursing Workforce offers an in-depth discussion of specific policy options to help employers, educators, and policymakers design and implement actions aimed at strengthening the current and future RN workforce. The only book of its kind, this renowned author team presents extensive data, exhibits and tables on the nurse labor market, how the composition of the workforce is evolving, changes occurring in the work environment where nurses practice their profession, and on the publics opinion of the nursing profession.

Predicting COVID-19 Cases in US Long-Term Care Facilities

Author : Metin Baki
Publisher : GRIN Verlag
ISBN 13 : 3346292029
Total Pages : 61 pages
Book Rating : 4.3/5 (462 download)

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Book Synopsis Predicting COVID-19 Cases in US Long-Term Care Facilities by : Metin Baki

Download or read book Predicting COVID-19 Cases in US Long-Term Care Facilities written by Metin Baki and published by GRIN Verlag. This book was released on 2020-11-09 with total page 61 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master's Thesis from the year 2020 in the subject Health - Nursing Science - Nursing Management, grade: 1.0, , language: English, abstract: The focus of this paper was to identify factors that increase the probability of COVID-19 cases in nursing homes and to provide an exemplary concept for the application of the findings using machine learning algorithms to allow future research to derive appropriate countermeasures in practice. The findings are based on 13,069 US nursing homes, and the results are mostly consistent with most recent studies around this topic. Thus, this study provides not only additional evidence for previously studied factors based on a larger population of nursing homes with a holistic approach but also complements these with features not yet examined, such as most importantly the competitive environment of a nursing home. The findings show evidence of a relationship between COVID-19 infections and fatalities and (1) the size of a nursing home, (2) a facility's age, (3) whether a nursing home is for-profit, (4) whether a nursing home is urban or rural, (5) the number of federal deficiencies, (6) the total amount of fines, (7) the concentration of residents with Medicaid, (8) the share of residents from a racial or ethnic minority, (9) the excess of beds in the respective county of a nursing home, (10) the number of infections per 100,000 people in a county, and (11) the number of deaths per 100,000 people in a county, (12) the occupancy rate, (13) the overall CMS facility rating, (14) the total reported RN staffing levels, (15) the total reported nurse staffing levels and (16) the Herfindahl Index.

Forecasting with Exponential Smoothing

Author : Rob Hyndman
Publisher : Springer Science & Business Media
ISBN 13 : 3540719180
Total Pages : 362 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Forecasting with Exponential Smoothing by : Rob Hyndman

Download or read book Forecasting with Exponential Smoothing written by Rob Hyndman and published by Springer Science & Business Media. This book was released on 2008-06-19 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: Exponential smoothing methods have been around since the 1950s, and are still the most popular forecasting methods used in business and industry. However, a modeling framework incorporating stochastic models, likelihood calculation, prediction intervals and procedures for model selection, was not developed until recently. This book brings together all of the important new results on the state space framework for exponential smoothing. It will be of interest to people wanting to apply the methods in their own area of interest as well as for researchers wanting to take the ideas in new directions. Part 1 provides an introduction to exponential smoothing and the underlying models. The essential details are given in Part 2, which also provide links to the most important papers in the literature. More advanced topics are covered in Part 3, including the mathematical properties of the models and extensions of the models for specific problems. Applications to particular domains are discussed in Part 4.

Design and Analysis of Vaccine Studies

Author : M. Elizabeth Halloran
Publisher : Springer Science & Business Media
ISBN 13 : 0387686363
Total Pages : 390 pages
Book Rating : 4.3/5 (876 download)

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Book Synopsis Design and Analysis of Vaccine Studies by : M. Elizabeth Halloran

Download or read book Design and Analysis of Vaccine Studies written by M. Elizabeth Halloran and published by Springer Science & Business Media. This book was released on 2009-10-27 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: As well as being a reference for the design, analysis, and interpretation of vaccine studies, the text covers all design and analysis stages, from vaccine development to post-licensure surveillance, presenting likelihood, frequentists, and Bayesian approaches.

Assessing Progress on the Institute of Medicine Report The Future of Nursing

Author : National Academies of Sciences, Engineering, and Medicine
Publisher : National Academies Press
ISBN 13 : 0309380316
Total Pages : 221 pages
Book Rating : 4.3/5 (93 download)

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Book Synopsis Assessing Progress on the Institute of Medicine Report The Future of Nursing by : National Academies of Sciences, Engineering, and Medicine

Download or read book Assessing Progress on the Institute of Medicine Report The Future of Nursing written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2016-03-22 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nurses make up the largest segment of the health care profession, with 3 million registered nurses in the United States. Nurses work in a wide variety of settings, including hospitals, public health centers, schools, and homes, and provide a continuum of services, including direct patient care, health promotion, patient education, and coordination of care. They serve in leadership roles, are researchers, and work to improve health care policy. As the health care system undergoes transformation due in part to the Affordable Care Act (ACA), the nursing profession is making a wide-reaching impact by providing and affecting quality, patient-centered, accessible, and affordable care. In 2010, the Institute of Medicine (IOM) released the report The Future of Nursing: Leading Change, Advancing Health, which made a series of recommendations pertaining to roles for nurses in the new health care landscape. This current report assesses progress made by the Robert Wood Johnson Foundation/AARP Future of Nursing: Campaign for Action and others in implementing the recommendations from the 2010 report and identifies areas that should be emphasized over the next 5 years to make further progress toward these goals.

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.

Artificial Intelligence in Healthcare

Author : Adam Bohr
Publisher : Academic Press
ISBN 13 : 0128184396
Total Pages : 385 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Artificial Intelligence in Healthcare by : Adam Bohr

Download or read book Artificial Intelligence in Healthcare written by Adam Bohr and published by Academic Press. This book was released on 2020-06-21 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. - Highlights different data techniques in healthcare data analysis, including machine learning and data mining - Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks - Includes applications and case studies across all areas of AI in healthcare data

The Dreamers

Author : Karen Thompson Walker
Publisher : Random House
ISBN 13 : 0812994175
Total Pages : 315 pages
Book Rating : 4.8/5 (129 download)

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Book Synopsis The Dreamers by : Karen Thompson Walker

Download or read book The Dreamers written by Karen Thompson Walker and published by Random House. This book was released on 2019-01-15 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: NEW YORK TIMES BOOK REVIEW EDITORS’ CHOICE • An ordinary town is transformed by a mysterious illness that triggers perpetual sleep in this mesmerizing novel from the bestselling author of The Age of Miracles. “Stunning.”—Emily St. John Mandel, author of Station Eleven • “A startling, beautiful portrait of a community in peril.”—Entertainment Weekly NAMED ONE OF THE BEST BOOKS OF THE YEAR BY Glamour • Real Simple • Good Housekeeping One night in an isolated college town in the hills of Southern California, a first-year student stumbles into her dorm room, falls asleep—and doesn’t wake up. She sleeps through the morning, into the evening. Her roommate, Mei, cannot rouse her. Neither can the paramedics, nor the perplexed doctors at the hospital. When a second girl falls asleep, and then a third, Mei finds herself thrust together with an eccentric classmate as panic takes hold of the college and spreads to the town. A young couple tries to protect their newborn baby as the once-quiet streets descend into chaos. Two sisters turn to each other for comfort as their survivalist father prepares for disaster. Those affected by the illness, doctors discover, are displaying unusual levels of brain activity, higher than has ever been recorded before. They are dreaming heightened dreams—but of what? Written in luminous prose, The Dreamers is a breathtaking and beautiful novel, startling and provocative, about the possibilities contained within a human life—if only we are awakened to them. Praise for The Dreamers “Walker’s roving fictive eye by turns probes characters’ innermost feelings and zooms out to coolly parse topics like reality versus delusion. . . . [It has] the perfect ambiguous frame for a tense and layered plot.”—O: The Oprah Magazine “[Walker’s] gripping, provocative novel should come with a warning: may cause insomnia.”—People (Book of the Week) “Powerful and moving . . . written with symphonic sweep.”—The New York Times Book Review “2019’s first must-read novel . . . Alternately terrifying and moving . . . The Dreamers is overflowing with humanity.”—Jezebel “This is an exquisite work of intimacy. Walker’s sentences are smooth, emotionally arresting—of a true, ethereal beauty. . . . This book achieves [a] dazzling, aching humanity.”—Entertainment Weekly

National Early Warning Score (NEWS)

Author : Royal College of Physicians of London
Publisher :
ISBN 13 : 9781860164712
Total Pages : 29 pages
Book Rating : 4.1/5 (647 download)

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Book Synopsis National Early Warning Score (NEWS) by : Royal College of Physicians of London

Download or read book National Early Warning Score (NEWS) written by Royal College of Physicians of London and published by . This book was released on 2012 with total page 29 pages. Available in PDF, EPUB and Kindle. Book excerpt:

(Re)designing the Continuum of Care for Older Adults

Author : Farhana Ferdous
Publisher : Springer Nature
ISBN 13 : 3031209702
Total Pages : 375 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis (Re)designing the Continuum of Care for Older Adults by : Farhana Ferdous

Download or read book (Re)designing the Continuum of Care for Older Adults written by Farhana Ferdous and published by Springer Nature. This book was released on 2023-01-27 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book broadens the visioning on new care environments that are designed to be inclusive, progressive, and convergent with the needs of an aging population. The contents cover a range of long-term care (LTC) settings in a single collection to address the needs of a wide audience. Due to the recent COVID-19 pandemic, rethinking the spatial design of care facilities in order to prepare for future respiratory and contagious pathogens is one of the prime concerns across the globe, along with social connectedness and autonomy in care settings. This book contributes to the next generation of knowledge and understanding of the growing field of the design of technology, programs, and environments for LTC that are more effective in infection prevention and control as well as social connectedness. To address these issues, the chapters are organized in four sections: Part I: Home- and community-based care; Part II: Facility-based care; Part III: Memory care and end-of-life care; and Part IV: Evidence-based applied projects and next steps. (Re)designing the Continuum of Care for Older Adults: The Future of Long-Term Care Settings is an essential resource for researchers, practitioners, educators, policymakers, and students associated with LTC home and healthcare settings. With diverse topics in theory, substantive issues, and methods, the contributions from notable researchers and scholars cover a range of innovative programming, environments, and technologies which can impact the changing needs and support for older adults and their families across the continuum of care.

Regression Analysis of Count Data

Author : Adrian Colin Cameron
Publisher : Cambridge University Press
ISBN 13 : 1107014166
Total Pages : 597 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Regression Analysis of Count Data by : Adrian Colin Cameron

Download or read book Regression Analysis of Count Data written by Adrian Colin Cameron and published by Cambridge University Press. This book was released on 2013-05-27 with total page 597 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the most comprehensive and up-to-date account of regression methods to explain the frequency of events.

Communities in Action

Author : National Academies of Sciences, Engineering, and Medicine
Publisher : National Academies Press
ISBN 13 : 0309452961
Total Pages : 583 pages
Book Rating : 4.3/5 (94 download)

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Book Synopsis Communities in Action by : National Academies of Sciences, Engineering, and Medicine

Download or read book Communities in Action written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2017-04-27 with total page 583 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the United States, some populations suffer from far greater disparities in health than others. Those disparities are caused not only by fundamental differences in health status across segments of the population, but also because of inequities in factors that impact health status, so-called determinants of health. Only part of an individual's health status depends on his or her behavior and choice; community-wide problems like poverty, unemployment, poor education, inadequate housing, poor public transportation, interpersonal violence, and decaying neighborhoods also contribute to health inequities, as well as the historic and ongoing interplay of structures, policies, and norms that shape lives. When these factors are not optimal in a community, it does not mean they are intractable: such inequities can be mitigated by social policies that can shape health in powerful ways. Communities in Action: Pathways to Health Equity seeks to delineate the causes of and the solutions to health inequities in the United States. This report focuses on what communities can do to promote health equity, what actions are needed by the many and varied stakeholders that are part of communities or support them, as well as the root causes and structural barriers that need to be overcome.

Clostridium Difficile Infection in Long-Term Care Facilities

Author : Teena Chopra
Publisher : Springer Nature
ISBN 13 : 3030297721
Total Pages : 85 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Clostridium Difficile Infection in Long-Term Care Facilities by : Teena Chopra

Download or read book Clostridium Difficile Infection in Long-Term Care Facilities written by Teena Chopra and published by Springer Nature. This book was released on 2019-11-14 with total page 85 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims to fill knowledge gap among healthcare workers about Clostridium difficile (also known as C.difficile and CDI) among aging patients, especially those in long-term care facilities (LTCFs). Written by experts in infectious diseases and geriatric medicine, this book provides comprehensive information on all aspects of CDI pertaining to LTCF settings, including epidemiology, diagnosis, prevention, management and the unique challenges faced by LTCFs with regards to the CDI problem. The book begins by introducing the topic as it relates to aging patients before delving into the various aspects of CDI management. Topics include infection control and prevention, treatment of CDI, and the establishment of antibiotic stewardship programs to reduce inappropriate antibiotic use and reduce CDI rates. The book also features a chapter on probiotics for the prevention of CDI and new strategies to monitor environmental cleaning practices of CDI patient rooms that do not appear in any other resource. Clostridium Difficile Infection in Long-Term Care Facilities is an excellent resource for geriatricians, infectious diseases specialists, long-term care administrators, nurses, pharmacists, researchers, and all clinicians working with infections in long-term care settings.

Modeling and Dynamics of Infectious Diseases

Author : Zhien Ma
Publisher : World Scientific
ISBN 13 : 9814261254
Total Pages : 355 pages
Book Rating : 4.8/5 (142 download)

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Book Synopsis Modeling and Dynamics of Infectious Diseases by : Zhien Ma

Download or read book Modeling and Dynamics of Infectious Diseases written by Zhien Ma and published by World Scientific. This book was released on 2009 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a systematic introduction to the fundamental methods and techniques and the frontiers of ? along with many new ideas and results on ? infectious disease modeling, parameter estimation and transmission dynamics. It provides complementary approaches, from deterministic to statistical to network modeling; and it seeks viewpoints of the same issues from different angles, from mathematical modeling to statistical analysis to computer simulations and finally to concrete applications.

Combining Pattern Classifiers

Author : Ludmila I. Kuncheva
Publisher : John Wiley & Sons
ISBN 13 : 0471660256
Total Pages : 372 pages
Book Rating : 4.4/5 (716 download)

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Book Synopsis Combining Pattern Classifiers by : Ludmila I. Kuncheva

Download or read book Combining Pattern Classifiers written by Ludmila I. Kuncheva and published by John Wiley & Sons. This book was released on 2004-08-20 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: Covering pattern classification methods, Combining Classifiers: Ideas and Methods focuses on the important and widely studied issue of how to combine several classifiers together in order to achieve improved recognition performance. It is one of the first books to provide unified, coherent, and expansive coverage of the topic and as such will be welcomed by those involved in the area. With case studies that bring the text alive and demonstrate 'real-world' applications it is destined to become essential reading.

Why Startups Fail

Author : Tom Eisenmann
Publisher : Currency
ISBN 13 : 0593137027
Total Pages : 370 pages
Book Rating : 4.5/5 (931 download)

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Book Synopsis Why Startups Fail by : Tom Eisenmann

Download or read book Why Startups Fail written by Tom Eisenmann and published by Currency. This book was released on 2021-03-30 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you want your startup to succeed, you need to understand why startups fail. “Whether you’re a first-time founder or looking to bring innovation into a corporate environment, Why Startups Fail is essential reading.”—Eric Ries, founder and CEO, LTSE, and New York Times bestselling author of The Lean Startup and The Startup Way Why do startups fail? That question caught Harvard Business School professor Tom Eisenmann by surprise when he realized he couldn’t answer it. So he launched a multiyear research project to find out. In Why Startups Fail, Eisenmann reveals his findings: six distinct patterns that account for the vast majority of startup failures. • Bad Bedfellows. Startup success is thought to rest largely on the founder’s talents and instincts. But the wrong team, investors, or partners can sink a venture just as quickly. • False Starts. In following the oft-cited advice to “fail fast” and to “launch before you’re ready,” founders risk wasting time and capital on the wrong solutions. • False Promises. Success with early adopters can be misleading and give founders unwarranted confidence to expand. • Speed Traps. Despite the pressure to “get big fast,” hypergrowth can spell disaster for even the most promising ventures. • Help Wanted. Rapidly scaling startups need lots of capital and talent, but they can make mistakes that leave them suddenly in short supply of both. • Cascading Miracles. Silicon Valley exhorts entrepreneurs to dream big. But the bigger the vision, the more things that can go wrong. Drawing on fascinating stories of ventures that failed to fulfill their early promise—from a home-furnishings retailer to a concierge dog-walking service, from a dating app to the inventor of a sophisticated social robot, from a fashion brand to a startup deploying a vast network of charging stations for electric vehicles—Eisenmann offers frameworks for detecting when a venture is vulnerable to these patterns, along with a wealth of strategies and tactics for avoiding them. A must-read for founders at any stage of their entrepreneurial journey, Why Startups Fail is not merely a guide to preventing failure but also a roadmap charting the path to startup success.