A Practical Approach To Analyzing Healthcare Data 4e
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Cost-Effectiveness Analysis in Health
| Author | : Peter Muennig |
| Publisher | : John Wiley & Sons |
| Total Pages | : 561 |
| Release | : 2016-02-03 |
| Genre | : Medical |
| ISBN | : 1119011280 |
The field's bestselling reference, updated with the latest tools, data, techniques, and the latest recommendations from the Second Panel on Cost-Effectiveness in Health and Medicine Cost-Effectiveness Analysis in Health is a practical introduction to the tools, methods, and procedures used worldwide to perform cost-effective research. Covering every aspect of a complete cost-effectiveness analysis, this book shows you how to find which data you need, where to find it, how to analyze it, and how to prepare a high-quality report for publication. Designed for the classroom or the individual learner, the material is presented in simple and accessible language for those who lack a biostatistics or epidemiology background, and each chapter includes real-world examples and "tips and tricks" that highlight key information. Exercises throughout allow you to test your understanding with practical application, and the companion website features downloadable data sets for students, as well as lecture slides and a test bank for instructors. This new third edition contains new discussion on meta-analysis and advanced modeling techniques, a long worked example using visual modeling software TreeAge Pro, and updated recommendations from the U.S. Public Health Service's Panel on Cost-Effectiveness in Health and Medicine. This is the second printing of the 3rd Edition, which has been corrected and revised for 2018 to reflect the latest standards and methods. Cost-effectiveness analysis is used to evaluate medical interventions worldwide, in both developed and developing countries. This book provides process-specific instruction in a concise, structured format to give you a robust working knowledge of common methods and techniques. Develop a thoroughly fleshed-out research project Work accurately with costs, probabilities, and models Calculate life expectancy and quality-adjusted life years Prepare your study and your data for publication Comprehensive analysis skills are essential for students seeking careers in public health, medicine, biomedical research, health economics, health policy, and more. Cost-Effectiveness Analysis in Health walks you through the process from a real-world perspective to help you build a skillset that's immediately applicable in the field.
Registries for Evaluating Patient Outcomes
| Author | : Agency for Healthcare Research and Quality/AHRQ |
| Publisher | : Government Printing Office |
| Total Pages | : 385 |
| Release | : 2014-04-01 |
| Genre | : Medical |
| ISBN | : 1587634333 |
This User’s Guide is intended to support the design, implementation, analysis, interpretation, and quality evaluation of registries created to increase understanding of patient outcomes. For the purposes of this guide, a patient registry is an organized system that uses observational study methods to collect uniform data (clinical and other) to evaluate specified outcomes for a population defined by a particular disease, condition, or exposure, and that serves one or more predetermined scientific, clinical, or policy purposes. A registry database is a file (or files) derived from the registry. Although registries can serve many purposes, this guide focuses on registries created for one or more of the following purposes: to describe the natural history of disease, to determine clinical effectiveness or cost-effectiveness of health care products and services, to measure or monitor safety and harm, and/or to measure quality of care. Registries are classified according to how their populations are defined. For example, product registries include patients who have been exposed to biopharmaceutical products or medical devices. Health services registries consist of patients who have had a common procedure, clinical encounter, or hospitalization. Disease or condition registries are defined by patients having the same diagnosis, such as cystic fibrosis or heart failure. The User’s Guide was created by researchers affiliated with AHRQ’s Effective Health Care Program, particularly those who participated in AHRQ’s DEcIDE (Developing Evidence to Inform Decisions About Effectiveness) program. Chapters were subject to multiple internal and external independent reviews.
Pharmacokinetic and Pharmacodynamic Data Analysis: Concepts and Applications, Third Edition
| Author | : Johan Gabrielsson |
| Publisher | : CRC Press |
| Total Pages | : 926 |
| Release | : 2001-11-30 |
| Genre | : Medical |
| ISBN | : 9789186274924 |
This is a revised and very expanded version of the previous second edition of the book. "Pharmacokinetic and Pharmacodynamic Data Analysis" provides an introduction into pharmacokinetic and pharmacodynamic concepts using simple illustrations and reasoning. It describes ways in which pharmacodynamic and pharmacodynamic theory may be used to give insight into modeling questions and how these questions can in turn lead to new knowledge. This book differentiates itself from other texts in this area in that it bridges the gap between relevant theory and the actual application of the theory to real life situations. The book is divided into two parts; the first introduces fundamental principles of PK and PD concepts, and principles of mathematical modeling, while the second provides case studies obtained from drug industry and academia. Topics included in the first part include a discussion of the statistical principles of model fitting, including how to assess the adequacy of the fit of a model, as well as strategies for selection of time points to be included in the design of a study. The first part also introduces basic pharmacokinetic and pharmacodynamic concepts, including an excellent discussion of effect compartment (link) models as well as indirect response models. The second part of the text includes over 70 modeling case studies. These include a discussion of the selection of the model, derivation of initial parameter estimates and interpretation of the corresponding output. Finally, the authors discuss a number of pharmacodynamic modeling situations including receptor binding models, synergy, and tolerance models (feedback and precursor models). This book will be of interest to researchers, to graduate students and advanced undergraduate students in the PK/PD area who wish to learn how to analyze biological data and build models and to become familiar with new areas of application. In addition, the text will be of interest to toxicologists interested in learning about determinants of exposure and performing toxicokinetic modeling. The inclusion of the numerous exercises and models makes it an excellent primary or adjutant text for traditional PK courses taught in pharmacy and medical schools. A diskette is included with the text that includes all of the exercises and solutions using WinNonlin.
Healthcare Information Management Systems
| Author | : Marion J. Ball |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 371 |
| Release | : 2013-04-17 |
| Genre | : Medical |
| ISBN | : 1475724020 |
Aimed at health care professionals, this book looks beyond traditional information systems and shows how hospitals and other health care providers can attain a competitive edge. Speaking practitioner to practitioner, the authors explain how they use information technology to manage their health care institutions and to support the delivery of clinical care. This second edition incorporates the far-reaching advances of the last few years, which have moved the field of health informatics from the realm of theory into that of practice. Major new themes, such as a national information infrastructure and community networks, guidelines for case management, and community education and resource centres are added, while such topics as clinical and blood banking have been thoroughly updated.
Qualitative Research in Health Care
| Author | : Catherine Pope |
| Publisher | : John Wiley & Sons |
| Total Pages | : 278 |
| Release | : 2020-02-03 |
| Genre | : Medical |
| ISBN | : 1119410835 |
Provides the essential information that health care researchers and health professionals need to understand the basics of qualitative research Now in its fourth edition, this concise, accessible, and authoritative introduction to conducting and interpreting qualitative research in the health care field has been fully revised and updated. Continuing to introduce the core qualitative methods for data collection and analysis, this new edition also features chapters covering newer methods which are becoming more widely used in the health research field; examining the role of theory, the analysis of virtual and digital data, and advances in participatory approaches to research. Qualitative Research in Health Care, 4th Edition looks at the interface between qualitative and quantitative research in primary mixed method studies, case study research, and secondary analysis and evidence synthesis. The book further offers chapters covering: different research designs, ethical issues in qualitative research; interview, focus group and observational methods; and documentary and conversation analysis. A succinct, and practical guide quickly conveying the essentials of qualitative research Updated with chapters on new and increasingly used methods of data collection including digital and web research Features new examples and up-to-date references and further reading The fourth edition of Qualitative Research in Health Care is relevant to health care professionals, researchers and students in health and related disciplines.
Data Science Concepts and Techniques with Applications
| Author | : Usman Qamar |
| Publisher | : Springer Nature |
| Total Pages | : 492 |
| Release | : 2023-04-02 |
| Genre | : Computers |
| ISBN | : 3031174429 |
This textbook comprehensively covers both fundamental and advanced topics related to data science. Data science is an umbrella term that encompasses data analytics, data mining, machine learning, and several other related disciplines. The chapters of this book are organized into three parts: The first part (chapters 1 to 3) is a general introduction to data science. Starting from the basic concepts, the book will highlight the types of data, its use, its importance and issues that are normally faced in data analytics, followed by presentation of a wide range of applications and widely used techniques in data science. The second part, which has been updated and considerably extended compared to the first edition, is devoted to various techniques and tools applied in data science. Its chapters 4 to 10 detail data pre-processing, classification, clustering, text mining, deep learning, frequent pattern mining, and regression analysis. Eventually, the third part (chapters 11 and 12) present a brief introduction to Python and R, the two main data science programming languages, and shows in a completely new chapter practical data science in the WEKA (Waikato Environment for Knowledge Analysis), an open-source tool for performing different machine learning and data mining tasks. An appendix explaining the basic mathematical concepts of data science completes the book. This textbook is suitable for advanced undergraduate and graduate students as well as for industrial practitioners who carry out research in data science. They both will not only benefit from the comprehensive presentation of important topics, but also from the many application examples and the comprehensive list of further readings, which point to additional publications providing more in-depth research results or provide sources for a more detailed description of related topics. "This book delivers a systematic, carefully thoughtful material on Data Science." from the Foreword by Witold Pedrycz, U Alberta, Canada.
EBOOK: Introducing Qualitative Research in Psychology 4e
| Author | : Carla Willig |
| Publisher | : McGraw-Hill Education (UK) |
| Total Pages | : 256 |
| Release | : 2021-11-16 |
| Genre | : Medical |
| ISBN | : 0335248705 |
Introducing Qualitative Research in Psychology is a vital resource for students new to qualitative psychology. It explains when each qualitative research method should be used, the procedures and techniques involved, and any limitations associated with such research. Throughout the new edition, material has been re-organized and updated to reflect developments in the field, while Carla Willig's style of writing, popular with students and lecturers alike, remains unchanged. Key features of the new edition include: •Two new chapters, one on metasynthesis and one on pluralism in qualitative research •A broadening the Visual Methodologies chapter to include other non-linguistic methods of data collection that engage with the physical environment, such as the walking interview and object elicitation •Information and analysis on innovative dissemination methods such as performances and exhibitions •Expanded coverage of the core question, “What makes qualitative research ‘research’?”, including clear explanations of the key tenets of the scientific method •'But it's not as simple as all that' boxes at the end of each chapter, where more complex issues, theoretical critiques and conceptual challenges are raised. This title is supported by an Online Learning Centre, which includes an array of extra resources for both students and instructors. “This book is a vital resource and a valuable reference, both for those new to research and for those looking to further develop their skills and knowledge of qualitative research in psychology.” Nollaig Frost, Adjunct Professor, School of Applied Psychology, University College Cork, Ireland “This exceptionally well-written text deserves a place in every psychology researcher’s toolkit, regardless of their career stage.” Benjamin Gardner, Reader in Social Psychology, King’s College London, UK “Readers of this text will find it to be accessible and comprehensive. It will enable many people to become confident in conducting their own qualitative research.” Alex Bridger, Senior Lecturer in Critical Social Psychology, University of Huddersfield, UK Carla Willig is Professor of Psychology at City, University of London, UK. She is the author of numerous bestselling books for Psychology students and is widely admired for her friendly, practical approach to writing and to teaching.
