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Download Causation in Population Health Informatics and Data Science PDF
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Publisher : Springer
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ISBN 10 : 9783319963075
Pages : 134 pages
Rating : 4.3/5 (199 users)
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Download or read book Causation in Population Health Informatics and Data Science written by Olaf Dammann and published by Springer. This book was released on 2018-10-29 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt: Marketing text: This book covers the overlap between informatics, computer science, philosophy of causation, and causal inference in epidemiology and population health research. Key concepts covered include how data are generated and interpreted, and how and why concepts in health informatics and the philosophy of science should be integrated in a systems-thinking approach. Furthermore, a formal epistemology for the health sciences and public health is suggested. Causation in Population Health Informatics and Data Science provides a detailed guide of the latest thinking on causal inference in population health informatics. It is therefore a critical resource for all informaticians and epidemiologists interested in the potential benefits of utilising a systems-based approach to causal inference in health informatics.

Download Explaining Health Across the Sciences PDF
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Publisher : Springer Nature
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ISBN 10 : 9783030526634
Pages : 555 pages
Rating : 4.0/5 (35 users)
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Download or read book Explaining Health Across the Sciences written by Jonathan Sholl and published by Springer Nature. This book was released on 2020-08-28 with total page 555 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume aims to better understand the multifaceted phenomenon we call health. Going beyond simple views of health as the absence of disease or as complete well-being, this book unites scientists and philosophers. The contributions clarify the links between health and adaptation, robustness, resilience, or dynamic homeostasis, and discuss how to achieve health and healthy aging through practices such as hormesis. The book is divided into three parts and a conclusion: the first part explains health from within specific disciplines, the second part explores health from the perspective of a bodily part, system, function, or even the environment in which organisms live, and the final part looks at more clinical or practical perspectives. It thereby gathers, across 30 chapters, diverse perspectives from the broad fields of evolutionary and systems biology, immunology, and biogerontology, more specific areas such as odontology, cardiology, neurology, and public health, as well as philosophical reflections on mental health, sexuality, authenticity and medical theories. The overarching aim is to inform, inspire and encourage intellectuals from various disciplines to assess whether explanations in these disparate fields and across biological levels can be sufficiently systematized and unified to clarify the complexity of health. It will be particularly useful for medical graduates, philosophy graduates and research professionals in the life sciences and general medicine, as well as for upper-level graduate philosophy of science students.

Download What is Scientific Knowledge  PDF
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Publisher : Routledge
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ISBN 10 : 9781351336611
Pages : 314 pages
Rating : 4.3/5 (513 users)
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Download or read book What is Scientific Knowledge written by Kevin McCain and published by Routledge. This book was released on 2019-06-11 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: What Is Scientific Knowledge? is a much-needed collection of introductory-level chapters on the epistemology of science. Renowned historians, philosophers, science educators, and cognitive scientists have authored 19 original contributions specifically for this volume. The chapters, accessible for students in both philosophy and the sciences, serve as helpful introductions to the primary debates surrounding scientific knowledge. First-year undergraduates can readily understand the variety of discussions in the volume, and yet advanced students and scholars will encounter chapters rich enough to engage their many interests. The variety and coverage in this volume make it the perfect choice for the primary text in courses on scientific knowledge. It can also be used as a supplemental book in classes in epistemology, philosophy of science, and other related areas. Key features: * an accessible and comprehensive introduction to the epistemology of science for a wide variety of students (both undergraduate- and graduate-level) and researchers * written by an international team of senior researchers and the most promising junior scholars * addresses several questions that students and lay people interested in science may already have, including questions about how scientific knowledge is gained, its nature, and the challenges it faces.

Download Health Informatics  Practical Guide for Healthcare and Information Technology Professionals  Sixth Edition  PDF
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Publisher : Lulu.com
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ISBN 10 : 9781304791108
Pages : 535 pages
Rating : 4.3/5 (47 users)
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Download or read book Health Informatics Practical Guide for Healthcare and Information Technology Professionals Sixth Edition written by Robert E. Hoyt and published by Lulu.com. This book was released on 2014 with total page 535 pages. Available in PDF, EPUB and Kindle. Book excerpt: Health Informatics (HI) focuses on the application of Information Technology (IT) to the field of medicine to improve individual and population healthcare delivery, education and research. This extensively updated fifth edition reflects the current knowledge in Health Informatics and provides learning objectives, key points, case studies and references.

Download Looking into the Future PDF
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Publisher : Linköping University Electronic Press
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ISBN 10 : 9789179297091
Pages : 70 pages
Rating : 4.1/5 (792 users)
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Download or read book Looking into the Future written by Carl-Johan Uckelstam and published by Linköping University Electronic Press. This book was released on 2021-01-21 with total page 70 pages. Available in PDF, EPUB and Kindle. Book excerpt: Psychotherapy research has shifted from mainly focusing on the average effects of different treatments to concentrating more on questions related to the individual patient. When research attention shifts, it can give rise to the implementation of new statistical methods that, in turn, can illuminate new challenges that must be addressed. The aim of the thesis was to study how traditional methods for predicting certain psychotherapy outcomes have been conducted in the past, and how more advanced statistical methods might be used to enhance knowledge of how to predict these outcomes today. Three studies were performed: Paper I focused on how Multi Level Modeling (MLM) can be used to study certain aspects of the relationship between working alliance and treatment outcome. In Paper II, Latent Profile Analysis (LPA) and item-level analysis were used to give nuance to the relationship between psychological distress at baseline and change rate during treatment. Finally, in Paper III, Machine Learning (ML) was used to detect dropout patients in the early phase of treatment by exploring complex patterns of symptom distress during the early phase of treatment. The thesis showed how different goals of scientific exploration can be studied in the context of routine care with the use of these statistical frameworks and discussed some of the challenges and opportunities worth noting when entering this line of research. Psykoterapiforskning har på senare tid gått från att fokusera på genomsnittliga effekter av olika behandlingsinriktningar, till att inrikta sig mer mot den enskilda patienten. När fokus förflyttas på det här sättet kan det leda till att nya statistiska metoder behöver tillämpas vilket i sin tur kan leda till nya utmaningar för psykoterapiforskaren. Syftet med avhandlingen var att undersöka hur traditionella statistiska metoder har använts för att studera olika typer av psykoterapiutfall i rutinmässig vård, och hur mer avancerade statistiska metoder kan tillämpas för att öka kunskapen om hur dessa utfall kan prediceras. Tre studier genomfördes. Studie I fokuserade på hur flernivåanalys kan användas för att studera relationen mellan arbetsallians och behandlingsutfall. I studie II användes latent profilanalys för att studera sambandet mellan psykologiska besvär vid det första besöket och symptomförändring under behandlingens gång. Slutligen, I studie III, tillämpades maskininlärning för att upptäcka patienter med risk att hoppa av behandlingen i förtid. Sammanfattningsvis belystes i avhandlingen hur olika typer av vetenskapliga frågeställningar kan studeras i en klinisk kontext med hjälp av dessa statistiska ramverk samt några av de fördelar och begräsningar som är viktiga att notera när de tillämpas.

Download Health Informatics  Practical Guide Seventh Edition PDF
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Publisher : Lulu.com
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ISBN 10 : 9781387642410
Pages : 488 pages
Rating : 4.3/5 (876 users)
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Download or read book Health Informatics Practical Guide Seventh Edition written by William R. Hersh and published by Lulu.com. This book was released on 2018 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: Health informatics is the discipline concerned with the management of healthcare data and information through the application of computers and other information technologies. The field focuses more on identifying and applying information in the healthcare field and less on the technology involved. Our goal is to stimulate and educate healthcare and IT professionals and students about the key topics in this rapidly changing field. This seventh edition reflects the current knowledge in the topics listed below and provides learning objectives, key points, case studies and extensive references. Available as a paperback and eBook. Visit the textbook companion website at http://informaticseducation.org for more information.--Page 4 de la couverture.

Download Evidence for Population Health PDF
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ISBN 10 : 0198529740
Pages : 142 pages
Rating : 4.5/5 (297 users)
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Download or read book Evidence for Population Health written by Richard F. Heller and published by . This book was released on 2005 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: This introductory textbook gives practical methods, and their theoretical basis, for applying evidence to the field of Public Health.

Download Health Informatics   E Book PDF
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Publisher : Elsevier Health Sciences
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ISBN 10 : 9780323846479
Pages : 568 pages
Rating : 4.3/5 (238 users)
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Download or read book Health Informatics E Book written by Lynda R Hardy and published by Elsevier Health Sciences. This book was released on 2022-12-02 with total page 568 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how information technology intersects with today’s health care! Health Informatics: An Interprofessional Approach, 3rd Edition, follows the tradition of expert informatics educators Ramona Nelson and Nancy Staggers with new lead author, Lynda R. Hardy, to prepare you for success in today’s technology-filled healthcare practice. Concise coverage includes information systems and applications, such as electronic health records, clinical decision support, telehealth, mHealth, ePatients, and social media tools, as well as system implementation. New to this edition are topics that include analytical approaches to health informatics, increased information on FHIR and SMART on FHIR, and the use of health informatics in pandemics. Chapters written by experts in the field provide the most current and accurate information on continually evolving subjects like evidence-based practice, EHRs, PHRs, mobile health, disaster recovery, and simulation. Objectives, key terms, and an abstract at the beginning of each chapter provide an overview of what each chapter will cover. Case studies and discussion questions at the end of each chapter encourage higher-level thinking that can be applied to real world experiences. Conclusion and Future Directions discussion at the end of each chapter reinforces topics and expands on how the topic will continue to evolve. Open-ended discussion questions at the end of each chapter enhance students’ understanding of the subject covered. mHealth chapter discusses all relevant aspects of mobile health, including global growth, new opportunities in underserved areas, governmental regulations on issues such as data leaking and mining, implications of patient-generated data, legal aspects of provider monitoring of patient-generated data, and increased responsibility by patients. Important content, including FDA- and state-based regulations, project management, big data, and governance models, prepares students for one of nursing’s key specialty areas. UPDATED! Chapters reflect the current and evolving practice of health informatics, using real-life healthcare examples to show how informatics applies to a wide range of topics and issues. NEW! Strategies to promote healthcare equality by freeing algorithms and decision-making from implicit and explicit bias are integrated where applicable. NEW! The latest AACN domains are incorporated throughout to support BSN, Master’s, and DNP programs. NEW! Greater emphasis on the digital patient and the partnerships involved, including decision-making.

Download Deep Learning  Machine Learning and IoT in Biomedical and Health Informatics PDF
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Publisher : CRC Press
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ISBN 10 : 9781000534054
Pages : 382 pages
Rating : 4.0/5 (5 users)
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Download or read book Deep Learning Machine Learning and IoT in Biomedical and Health Informatics written by Sujata Dash and published by CRC Press. This book was released on 2022-02-11 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biomedical and Health Informatics is an important field that brings tremendous opportunities and helps address challenges due to an abundance of available biomedical data. This book examines and demonstrates state-of-the-art approaches for IoT and Machine Learning based biomedical and health related applications. This book aims to provide computational methods for accumulating, updating and changing knowledge in intelligent systems and particularly learning mechanisms that help us to induce knowledge from the data. It is helpful in cases where direct algorithmic solutions are unavailable, there is lack of formal models, or the knowledge about the application domain is inadequately defined. In the future IoT has the impending capability to change the way we work and live. These computing methods also play a significant role in design and optimization in diverse engineering disciplines. With the influence and the development of the IoT concept, the need for AI (artificial intelligence) techniques has become more significant than ever. The aim of these techniques is to accept imprecision, uncertainties and approximations to get a rapid solution. However, recent advancements in representation of intelligent IoTsystems generate a more intelligent and robust system providing a human interpretable, low-cost, and approximate solution. Intelligent IoT systems have demonstrated great performance to a variety of areas including big data analytics, time series, biomedical and health informatics. This book will be very beneficial for the new researchers and practitioners working in the biomedical and healthcare fields to quickly know the best performing methods. It will also be suitable for a wide range of readers who may not be scientists but who are also interested in the practice of such areas as medical image retrieval, brain image segmentation, among others. • Discusses deep learning, IoT, machine learning, and biomedical data analysis with broad coverage of basic scientific applications • Presents deep learning and the tremendous improvement in accuracy, robustness, and cross- language generalizability it has over conventional approaches • Discusses various techniques of IoT systems for healthcare data analytics • Provides state-of-the-art methods of deep learning, machine learning and IoT in biomedical and health informatics • Focuses more on the application of algorithms in various real life biomedical and engineering problems

Download AI and Analytics for Public Health PDF
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Publisher : Springer Nature
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ISBN 10 : 9783030751661
Pages : 474 pages
Rating : 4.0/5 (37 users)
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Download or read book AI and Analytics for Public Health written by Hui Yang and published by Springer Nature. This book was released on 2022-01-03 with total page 474 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume offers the state-of-the-art research and developments in service science and related research, education and practice areas. It showcases emerging technology and applications in fields including healthcare, energy, finance, information technology, transportation, sports, logistics, and public services. Regardless of size and service, a service organization is a service system. Because of the socio-technical nature of a service system, a systems approach must be adopted to design, develop, and deliver services, aimed at meeting end users’ both utilitarian and socio-psychological needs. Effective understanding of service and service systems often requires combining multiple methods to consider how interactions of people, technology, organizations, and information create value under various conditions. Chapters highlight ways to approach such technical challenges in service science and are based on submissions from the 2020 INFORMS International Conference on Service Science.

Download Causal Analytics for Applied Risk Analysis PDF
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Publisher : Springer
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ISBN 10 : 9783319782423
Pages : 588 pages
Rating : 4.3/5 (197 users)
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Download or read book Causal Analytics for Applied Risk Analysis written by Louis Anthony Cox Jr. and published by Springer. This book was released on 2018-06-19 with total page 588 pages. Available in PDF, EPUB and Kindle. Book excerpt: Causal analytics methods can revolutionize the use of data to make effective decisions by revealing how different choices affect probabilities of various outcomes. This book presents and illustrates models, algorithms, principles, and software for deriving causal models from data and for using them to optimize decisions with uncertain outcomes. It discusses how to describe and summarize situations; detect changes; evaluate effects of policies or interventions; learn what works best under different conditions; predict values of as-yet unobserved quantities from available data; and identify the most likely explanations for observed outcomes, including surprises and anomalies. The book resents practical techniques for causal modeling and analytics that practitioners can apply to improve understanding of how choices affect probabilities of consequences and, based on this understanding, to recommend choices that are more likely to accomplish their intended objectives.The book begins with a survey of modern analytics methods, focusing mainly on techniques useful for decision, risk, and policy analysis. Chapter 2 introduces free in-browser software, including the Causal Analytics Toolkit (CAT) software, to enable readers to perform the analyses described and to apply modern analytics methods easily to their own data sets. Chapters 3 through 11 show how to apply causal analytics and risk analytics to practical risk analysis challenges, mainly related to public and occupational health risks from pathogens in food or from pollutants in air. Chapters 12 through 15 turn to broader questions of how to improve risk management decision-making by individuals, groups, organizations, institutions, and multi-generation societies with different cultures and norms for cooperation. These chapters examine organizational learning, community resilience, societal risk management, and intergenerational collaboration and justice in managing risks.

Download Clinical Informatics Study Guide PDF
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Publisher : Springer
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ISBN 10 : 9783319227535
Pages : 536 pages
Rating : 4.3/5 (192 users)
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Download or read book Clinical Informatics Study Guide written by John T. Finnell and published by Springer. This book was released on 2015-11-09 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: This books provides content that arms clinicians with the core knowledge and competencies necessary to be effective informatics leaders in health care organizations. The content is drawn from the areas recognized by the American Council on Graduate Medical Education (ACGME) as necessary to prepare physicians to become Board Certified in Clinical Informatics. Clinical informaticians transform health care by analyzing, designing, selecting, implementing, managing, and evaluating information and communication technologies (ICT) that enhance individual and population health outcomes, improve patient care processes, and strengthen the clinician-patient relationship. As the specialty grows, the content in this book covers areas useful to nurses, pharmacists, and information science graduate students in clinical/health informatics programs. These core competencies for clinical informatics are needed by all those who lead and manage ICT in health organizations, and there are likely to be future professional certifications that require the content in this text.​

Download Public Health Informatics and Information Systems PDF
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Publisher : Springer Science & Business Media
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ISBN 10 : 9780387227450
Pages : 792 pages
Rating : 4.3/5 (872 users)
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Download or read book Public Health Informatics and Information Systems written by Patrick W. O'Carroll and published by Springer Science & Business Media. This book was released on 2006-05-07 with total page 792 pages. Available in PDF, EPUB and Kindle. Book excerpt: Let us not go over the old ground, let us rather prepare for what is to come. —Marcus Tullius Cicero Improvements in the health status of communities depend on effective public health and healthcare infrastructures. These infrastructures are increasingly electronic and tied to the Internet. Incorporating emerging technologies into the service of the community has become a required task for every public health leader. The revolution in information technology challenges every sector of the health enterprise. Individuals, care providers, and public health agencies can all benefit as we reshape public health through the adoption of new infor- tion systems, use of electronic methods for disease surveillance, and refor- tion of outmoded processes. However, realizing the benefits will be neither easy nor inexpensive. Technological innovation brings the promise of new ways of improving health. Individuals have become more involved in knowing about, and managing and improving, their own health through Internet access. Similarly, healthcare p- viders are transforming the ways in which they assess, treat, and document - tient care through their use of new technologies. For example, point-of-care and palm-type devices will soon be capable of uniquely identifying patients, s- porting patient care, and documenting treatment simply and efficiently.

Download Transforming Public Health Surveillance   E Book PDF
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Publisher : Elsevier Health Sciences
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ISBN 10 : 9780702066214
Pages : 455 pages
Rating : 4.7/5 (2 users)
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Download or read book Transforming Public Health Surveillance E Book written by Scott McNabb and published by Elsevier Health Sciences. This book was released on 2016-05-02 with total page 455 pages. Available in PDF, EPUB and Kindle. Book excerpt: Public Health Surveillance (PHS) is of primary importance in this era of emerging health threats like Ebola, MERS-CoV, influenza, natural and man-made disasters, and non-communicable diseases. Transforming Public Health Surveillance is a forward-looking, topical, and up-to-date overview of the issues and solutions facing PHS. It describes the realities of the gaps and impediments to efficient and effective PHS, while presenting a vision for its possibilities and promises in the 21st century. The book gives a roadmap to the goal of public health information being available, when it is needed and where it is needed. Led by Professor Scott McNabb, a leader in the field, an international team of the top-notch public health experts from academia, government, and non-governmental organizations provides the most complete and current update on this core area of public health practice in a decade in 32 chapters. This includes the key roles PHS plays in achieving the global health security agenda and health equity. The authors provide a global perspective for students and professionals in public health. Seven scenarios lay out an aid to understand the context for the lessons of the book, and a comprehensive glossary, questions, bullet points, and learning objectives make this book an excellent tool in the classroom.

Download Health Systems Science E Book PDF
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Publisher : Elsevier Health Sciences
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ISBN 10 : 9780702070372
Pages : 238 pages
Rating : 4.7/5 (2 users)
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Download or read book Health Systems Science E Book written by Richard E. Hawkins and published by Elsevier Health Sciences. This book was released on 2016-11-30 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developed by the American Medical Association’s Accelerating Change in Medical Education Consortium, Health Systems Science is the first text that focuses on providing a fundamental understanding of 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 science, Health Systems Science (HSS) is rapidly becoming a crucial "third pillar" of medical science, requiring a practical, standardized curriculum 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. Complete coverage of the evolving field of HSS includes patient safety, quality improvement, evidence-based medicine, value in health care, interprofessional teamwork, stewardship of health care resources, population management, clinical informatics, care coordination, leadership, and health care financing/reform. Patient improvement strategies incorporates 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. Highly relevant content applicable to today’s evolving health care delivery written by experts in key, emerging areas of HSS. Developed in partnership with the AMA’s Accelerating Change in Medical Education Consortium, at the forefront of change and innovation in medical education.

Download Public Health and Preventive Health Care in Canada PDF
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Publisher : Elsevier Health Sciences
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ISBN 10 : 9781771722162
Pages : 496 pages
Rating : 4.7/5 (717 users)
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Download or read book Public Health and Preventive Health Care in Canada written by Bonnie Fournier and published by Elsevier Health Sciences. This book was released on 2020-02-26 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: Work more effectively with a complete understanding of Canadian public health! Shah’s Public Health and Preventive Health Care in Canada, Sixth Edition examines health care policy in Canada and the issues and trends faced by today’s health care professionals. It puts health promotion and prevention models into a historical perspective, with discussions including the evolution of national health insurance, determinants of health and disease, and approaches to achieving health for all. Written by educators Bonnie Fournier and Fareen Karachiwalla, and based on the work of noted author Dr. Chandrakant Shah, this text provides an excellent foundation in Canadian public health for nurses and other health care professionals. Quintessentially Canadian content is designed especially for Canadian nursing and health care professionals. Comprehensive coverage includes in-depth, current information on public health and preventive care topics. End-of-chapter summaries reinforce your understanding of key health care concepts. End-of-chapter references provide recommendations for further reading and research. NEW! Full-colour design enhances illustrations and improves readability to better illustrate complex concepts. NEW! Indigenous Health chapter. NEW! Groups Experiencing Health Inequities chapter. NEW! Pan-Canadian focus uses a community health perspective, discussing the social determinants of health, health equity, and health promotion in each chapter. NEW! Learning tools include chapter outlines and learning objectives, key terms, practical exercises, critical thinking questions, and summary boxes such as Case Study, Research Perspective, In the News, Interprofessional Practice, Clinical Example, Real World Example, and Evidence-Informed Practice, plus key websites. NEW! Evolve companion website. NEW! Emerging infectious diseases (EID) and COVID-19 discussion and exercises on Evolve, offer insight into current and developing challenges facing public health.

Download Encyclopedia of Environmental Health PDF
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Publisher : Elsevier
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ISBN 10 : 9780444639523
Pages : 4884 pages
Rating : 4.4/5 (446 users)
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Download or read book Encyclopedia of Environmental Health written by and published by Elsevier. This book was released on 2019-08-22 with total page 4884 pages. Available in PDF, EPUB and Kindle. Book excerpt: Encyclopedia of Environmental Health, Second Edition presents the newest release in this fundamental reference that updates and broadens the umbrella of environmental health— especially social and environmental health—for its readers. There is ongoing revolution in governance, policies and intervention strategies aimed at evolving changes in health disparities, disease burden, trans-boundary transport and health hazards. This new edition reflects these realities, mapping new directions in the field that include how to minimize threats and develop new scientific paradigms that address emerging local, national and global environmental concerns. Represents a one-stop resource for scientifically reliable information on environmental health Fills a critical gap, with information on one of the most rapidly growing scientific fields of our time Provides comparative approaches to environmental health practice and research in different countries and regions of the world Covers issues behind specific questions and describes the best available scientific methods for environmental risk assessment