Statistical Topics in Health Economics and Outcomes Research

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Author :
Publisher : CRC Press
ISBN 13 : 1351252674
Total Pages : 274 pages
Book Rating : 4.3/5 (512 download)

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Book Synopsis Statistical Topics in Health Economics and Outcomes Research by : Demissie Alemayehu, PhD

Download or read book Statistical Topics in Health Economics and Outcomes Research written by Demissie Alemayehu, PhD and published by CRC Press. This book was released on 2017-11-22 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: With ever-rising healthcare costs, evidence generation through Health Economics and Outcomes Research (HEOR) plays an increasingly important role in decision-making about the allocation of resources. Accordingly, it is now customary for health technology assessment and reimbursement agencies to request for HEOR evidence, in addition to data from clinical trials, to inform decisions about patient access to new treatment options. While there is a great deal of literature on HEOR, there is a need for a volume that presents a coherent and unified review of the major issues that arise in application, especially from a statistical perspective. Statistical Topics in Health Economics and Outcomes Research fulfils that need by presenting an overview of the key analytical issues and best practice. Special attention is paid to key assumptions and other salient features of statistical methods customarily used in the area, and appropriate and relatively comprehensive references are made to emerging trends. The content of the book is purposefully designed to be accessible to readers with basic quantitative backgrounds, while providing an in-depth coverage of relatively complex statistical issues. The book will make a very useful reference for researchers in the pharmaceutical industry, academia, and research institutions involved with HEOR studies. The targeted readers may include statisticians, data scientists, epidemiologists, outcomes researchers, health economists, and healthcare policy and decision-makers.

Statistical Topics in Health Economics and Outcomes Research

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Author :
Publisher : CRC Press
ISBN 13 : 1498781888
Total Pages : 210 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Statistical Topics in Health Economics and Outcomes Research by : Demissie Alemayehu, PhD

Download or read book Statistical Topics in Health Economics and Outcomes Research written by Demissie Alemayehu, PhD and published by CRC Press. This book was released on 2017-11-22 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: With ever-rising healthcare costs, evidence generation through Health Economics and Outcomes Research (HEOR) plays an increasingly important role in decision-making about the allocation of resources. Accordingly, it is now customary for health technology assessment and reimbursement agencies to request for HEOR evidence, in addition to data from clinical trials, to inform decisions about patient access to new treatment options. While there is a great deal of literature on HEOR, there is a need for a volume that presents a coherent and unified review of the major issues that arise in application, especially from a statistical perspective. Statistical Topics in Health Economics and Outcomes Research fulfils that need by presenting an overview of the key analytical issues and best practice. Special attention is paid to key assumptions and other salient features of statistical methods customarily used in the area, and appropriate and relatively comprehensive references are made to emerging trends. The content of the book is purposefully designed to be accessible to readers with basic quantitative backgrounds, while providing an in-depth coverage of relatively complex statistical issues. The book will make a very useful reference for researchers in the pharmaceutical industry, academia, and research institutions involved with HEOR studies. The targeted readers may include statisticians, data scientists, epidemiologists, outcomes researchers, health economists, and healthcare policy and decision-makers.

Statistical Topics in Health Economics and Outcomes Research

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Author :
Publisher : CRC Press
ISBN 13 : 9781032096049
Total Pages : 190 pages
Book Rating : 4.0/5 (96 download)

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Book Synopsis Statistical Topics in Health Economics and Outcomes Research by : Taylor & Francis Group

Download or read book Statistical Topics in Health Economics and Outcomes Research written by Taylor & Francis Group and published by CRC Press. This book was released on 2021-06-30 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: With ever-rising healthcare costs, evidence generation through Health Economics and Outcomes Research (HEOR) plays an increasingly important role in decision-making about the allocation of resources. Accordingly, it is now customary for health technology assessment and reimbursement agencies to request for HEOR evidence, in addition to data from clinical trials, to inform decisions about patient access to new treatment options. While there is a great deal of literature on HEOR, there is a need for a volume that presents a coherent and unified review of the major issues that arise in application, especially from a statistical perspective. Statistical Topics in Health Economics and Outcomes Research fulfils that need by presenting an overview of the key analytical issues and best practice. Special attention is paid to key assumptions and other salient features of statistical methods customarily used in the area, and appropriate and relatively comprehensive references are made to emerging trends. The content of the book is purposefully designed to be accessible to readers with basic quantitative backgrounds, while providing an in-depth coverage of relatively complex statistical issues. The book will make a very useful reference for researchers in the pharmaceutical industry, academia, and research institutions involved with HEOR studies. The targeted readers may include statisticians, data scientists, epidemiologists, outcomes researchers, health economists, and healthcare policy and decision-makers.

Statistical Evaluation of Diagnostic Performance

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Author :
Publisher : CRC Press
ISBN 13 : 1439812233
Total Pages : 243 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Statistical Evaluation of Diagnostic Performance by : Kelly H. Zou

Download or read book Statistical Evaluation of Diagnostic Performance written by Kelly H. Zou and published by CRC Press. This book was released on 2016-04-19 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical evaluation of diagnostic performance in general and Receiver Operating Characteristic (ROC) analysis in particular are important for assessing the performance of medical tests and statistical classifiers, as well as for evaluating predictive models or algorithms. This book presents innovative approaches in ROC analysis, which are releva

Decision Modelling for Health Economic Evaluation

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Author :
Publisher : OUP Oxford
ISBN 13 : 0191004952
Total Pages : 269 pages
Book Rating : 4.1/5 (91 download)

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Book Synopsis Decision Modelling for Health Economic Evaluation by : Andrew Briggs

Download or read book Decision Modelling for Health Economic Evaluation written by Andrew Briggs and published by OUP Oxford. This book was released on 2006-08-17 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: In financially constrained health systems across the world, increasing emphasis is being placed on the ability to demonstrate that health care interventions are not only effective, but also cost-effective. This book deals with decision modelling techniques that can be used to estimate the value for money of various interventions including medical devices, surgical procedures, diagnostic technologies, and pharmaceuticals. Particular emphasis is placed on the importance of the appropriate representation of uncertainty in the evaluative process and the implication this uncertainty has for decision making and the need for future research. This highly practical guide takes the reader through the key principles and approaches of modelling techniques. It begins with the basics of constructing different forms of the model, the population of the model with input parameter estimates, analysis of the results, and progression to the holistic view of models as a valuable tool for informing future research exercises. Case studies and exercises are supported with online templates and solutions. This book will help analysts understand the contribution of decision-analytic modelling to the evaluation of health care programmes. ABOUT THE SERIES: Economic evaluation of health interventions is a growing specialist field, and this series of practical handbooks will tackle, in-depth, topics superficially addressed in more general health economics books. Each volume will include illustrative material, case histories and worked examples to encourage the reader to apply the methods discussed, with supporting material provided online. This series is aimed at health economists in academia, the pharmaceutical industry and the health sector, those on advanced health economics courses, and health researchers in associated fields.

Essentials of Pharmacoeconomics

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Publisher : Lippincott Williams & Wilkins
ISBN 13 : 146984186X
Total Pages : 313 pages
Book Rating : 4.4/5 (698 download)

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Book Synopsis Essentials of Pharmacoeconomics by : Karen Rascati

Download or read book Essentials of Pharmacoeconomics written by Karen Rascati and published by Lippincott Williams & Wilkins. This book was released on 2013-11-14 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This new text is designed for a student or practitioner who is unfamiliar with "pharmacoeconomics." It provides a straightforward explanation of the essential pharmacoeconomics topics outlined by The Accreditation Council for Pharmacy Education (ACPE). It defines terminology used in research and covers the application of economic-based evaluation methods for pharmaceutical products and services. Users will find examples of how pharmacoeconomic evaluations relate to decisions that affect patient care and health-related quality of life"--Provided by publisher.

Statistics for Health Care Professionals

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Author :
Publisher : SAGE
ISBN 13 : 9780761974765
Total Pages : 252 pages
Book Rating : 4.9/5 (747 download)

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Book Synopsis Statistics for Health Care Professionals by : Ian Scott

Download or read book Statistics for Health Care Professionals written by Ian Scott and published by SAGE. This book was released on 2005-02-09 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: Focusing on quantative approaches to investigating problems, this title introduces the basics rules and principles of statistics, encouraging the reader to think critically about data analysis and research design, and how these factors can impact upon evidence-based practice.

Applied Health Economics

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Publisher : Routledge
ISBN 13 : 1136239820
Total Pages : 417 pages
Book Rating : 4.1/5 (362 download)

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Book Synopsis Applied Health Economics by : Andrew M. Jones

Download or read book Applied Health Economics written by Andrew M. Jones and published by Routledge. This book was released on 2013-05-07 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first edition of Applied Health Economics did an expert job of showing how the availability of large scale data sets and the rapid advancement of advanced econometric techniques can help health economists and health professionals make sense of information better than ever before. This second edition has been revised and updated throughout and includes a new chapter on the description and modelling of individual health care costs, thus broadening the book’s readership to those working on risk adjustment and health technology appraisal. The text also fully reflects the very latest advances in the health economics field and the key journal literature. Large-scale survey datasets, in particular complex survey designs such as panel data, provide a rich source of information for health economists. They offer the scope to control for individual heterogeneity and to model the dynamics of individual behaviour. However, the measures of outcome used in health economics are often qualitative or categorical. These create special problems for estimating econometric models. The dramatic growth in computing power over recent years has been accompanied by the development of methods that help to solve these problems. The purpose of this book is to provide a practical guide to the skills required to put these techniques into practice. Practical applications of the methods are illustrated using data on health from the British Health and Lifestyle Survey (HALS), the British Household Panel Survey (BHPS), the European Community Household Panel (ECHP), the US Medical Expenditure Panel Survey (MEPS) and Survey of Health, Ageing and Retirement in Europe (SHARE). There is a strong emphasis on applied work, illustrating the use of relevant computer software with code provided for Stata. Familiarity with the basic syntax and structure of Stata is assumed. The Stata code and extracts from the statistical output are embedded directly in the main text and explained at regular intervals. The book is built around empirical case studies, rather than general theory, and the emphasis is on learning by example. It presents a detailed dissection of methods and results of some recent research papers written by the authors and their colleagues. Relevant methods are presented alongside the Stata code that can be used to implement them and the empirical results are discussed at each stage. This text brings together the theory and application of health economics and econometrics, and will be a valuable reference for applied economists and students of health economics and applied econometrics.

The Aging Population in the Twenty-First Century

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Publisher : National Academies Press
ISBN 13 : 0309038812
Total Pages : 340 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis The Aging Population in the Twenty-First Century by : National Research Council

Download or read book The Aging Population in the Twenty-First Century written by National Research Council and published by National Academies Press. This book was released on 1988-02-01 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is not news that each of us grows old. What is relatively new, however, is that the average age of the American population is increasing. More and better information is required to assess, plan for, and meet the needs of a graying population. The Aging Population in the Twenty-First Century examines social, economic, and demographic changes among the aged, as well as many health-related topics: health promotion and disease prevention; quality of life; health care system financing and use; and the quality of careâ€"especially long-term care. Recommendations for increasing and improving the data availableâ€"as well as for ensuring timely access to themâ€"are also included.

Interface between Regulation and Statistics in Drug Development

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Publisher : CRC Press
ISBN 13 : 1000215709
Total Pages : 173 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis Interface between Regulation and Statistics in Drug Development by : Demissie Alemayehu

Download or read book Interface between Regulation and Statistics in Drug Development written by Demissie Alemayehu and published by CRC Press. This book was released on 2020-11-11 with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the critical role of statistics in the design, conduct, analysis and reporting of clinical trials or observational studies intended for regulatory purposes, numerous guidelines have been issued by regulatory authorities around the world focusing on statistical issues related to drug development. However, the available literature on this important topic is sporadic, and often not readily accessible to drug developers or regulatory personnel. This book provides a systematic exposition of the interplay between the two disciplines, including emerging themes pertaining to the acceleration of the development of pharmaceutical medicines to serve patients with unmet needs. Features: Regulatory and statistical interactions throughout the drug development continuum The critical role of the statistician in relation to the changing regulatory and healthcare landscapes Statistical issues that commonly arise in the course of drug development and regulatory interactions Trending topics in drug development, with emphasis on current regulatory thinking and the associated challenges and opportunities The book is designed to be accessible to readers with an intermediate knowledge of statistics, and can be a useful resource to statisticians, medical researchers, and regulatory personnel in drug development, as well as graduate students in the health sciences. The authors’ decades of experience in the pharmaceutical industry and academia, and extensive regulatory experience, comes through in the many examples throughout the book.

Patient-Reported Outcomes

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Publisher : CRC Press
ISBN 13 : 1439873674
Total Pages : 354 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Patient-Reported Outcomes by : Joseph C. Cappelleri

Download or read book Patient-Reported Outcomes written by Joseph C. Cappelleri and published by CRC Press. This book was released on 2013-12-20 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advancing the development, validation, and use of patient-reported outcome (PRO) measures, Patient-Reported Outcomes: Measurement, Implementation and Interpretation helps readers develop and enrich their understanding of PRO methodology, particularly from a quantitative perspective. Designed for biopharmaceutical researchers and others in the health sciences community, it provides an up-to-date volume on conceptual and analytical issues of PRO measures. The book discusses key concepts relating to the measurement, implementation, and interpretation of PRO measures. It covers both introductory and advanced psychometric and biostatistical methods for constructing and analyzing PRO measures. The authors include many relevant real-life applications based on their extensive first-hand experiences in the pharmaceutical industry. They implement a wealth of simulated datasets to illustrate concepts and heighten understanding based on practical scenarios. For readers interested in conducting statistical analyses of PRO measures and delving more deeply into the analytic details, most chapters contain SAS code and output that illustrate the methodology. Along with providing numerous references, the book highlights current regulatory guidelines.

Real-World Evidence in Drug Development and Evaluation

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Publisher : CRC Press
ISBN 13 : 0429676824
Total Pages : 191 pages
Book Rating : 4.4/5 (296 download)

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Book Synopsis Real-World Evidence in Drug Development and Evaluation by : Harry Yang

Download or read book Real-World Evidence in Drug Development and Evaluation written by Harry Yang and published by CRC Press. This book was released on 2021-01-11 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt: Real-world evidence (RWE) has been at the forefront of pharmaceutical innovations. It plays an important role in transforming drug development from a process aimed at meeting regulatory expectations to an operating model that leverages data from disparate sources to aid business, regulatory, and healthcare decision making. Despite its many benefits, there is no single book systematically covering the latest development in the field. Written specifically for pharmaceutical practitioners, Real-World Evidence in Drug Development and Evaluation, presents a wide range of RWE applications throughout the lifecycle of drug product development. With contributions from experienced researchers in the pharmaceutical industry, the book discusses at length RWE opportunities, challenges, and solutions. Features Provides the first book and a single source of information on RWE in drug development Covers a broad array of topics on outcomes- and value-based RWE assessments Demonstrates proper Bayesian application and causal inference for real-world data (RWD) Presents real-world use cases to illustrate the use of advanced analytics and statistical methods to generate insights Offers a balanced discussion of practical RWE issues at hand and technical solutions suitable for practitioners with limited data science expertise

Big Data for Twenty-First-Century Economic Statistics

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Publisher : University of Chicago Press
ISBN 13 : 022680125X
Total Pages : 502 pages
Book Rating : 4.2/5 (268 download)

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Book Synopsis Big Data for Twenty-First-Century Economic Statistics by : Katharine G. Abraham

Download or read book Big Data for Twenty-First-Century Economic Statistics written by Katharine G. Abraham and published by University of Chicago Press. This book was released on 2022-03-11 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction.Big data for twenty-first-century economic statistics: the future is now /Katharine G. Abraham, Ron S. Jarmin, Brian C. Moyer, and Matthew D. Shapiro --Toward comprehensive use of big data in economic statistics.Reengineering key national economic indicators /Gabriel Ehrlich, John Haltiwanger, Ron S. Jarmin, David Johnson, and Matthew D. Shapiro ;Big data in the US consumer price index: experiences and plans /Crystal G. Konny, Brendan K. Williams, and David M. Friedman ;Improving retail trade data products using alternative data sources /Rebecca J. Hutchinson ;From transaction data to economic statistics: constructing real-time, high-frequency, geographic measures of consumer spending /Aditya Aladangady, Shifrah Aron-Dine, Wendy Dunn, Laura Feiveson, Paul Lengermann, and Claudia Sahm ;Improving the accuracy of economic measurement with multiple data sources: the case of payroll employment data /Tomaz Cajner, Leland D. Crane, Ryan A. Decker, Adrian Hamins-Puertolas, and Christopher Kurz --Uses of big data for classification.Transforming naturally occurring text data into economic statistics: the case of online job vacancy postings /Arthur Turrell, Bradley Speigner, Jyldyz Djumalieva, David Copple, and James Thurgood ;Automating response evaluation for franchising questions on the 2017 economic census /Joseph Staudt, Yifang Wei, Lisa Singh, Shawn Klimek, J. Bradford Jensen, and Andrew Baer ;Using public data to generate industrial classification codes /John Cuffe, Sudip Bhattacharjee, Ugochukwu Etudo, Justin C. Smith, Nevada Basdeo, Nathaniel Burbank, and Shawn R. Roberts --Uses of big data for sectoral measurement.Nowcasting the local economy: using Yelp data to measure economic activity /Edward L. Glaeser, Hyunjin Kim, and Michael Luca ;Unit values for import and export price indexes: a proof of concept /Don A. Fast and Susan E. Fleck ;Quantifying productivity growth in the delivery of important episodes of care within the Medicare program using insurance claims and administrative data /John A. Romley, Abe Dunn, Dana Goldman, and Neeraj Sood ;Valuing housing services in the era of big data: a user cost approach leveraging Zillow microdata /Marina Gindelsky, Jeremy G. Moulton, and Scott A. Wentland --Methodological challenges and advances.Off to the races: a comparison of machine learning and alternative data for predicting economic indicators /Jeffrey C. Chen, Abe Dunn, Kyle Hood, Alexander Driessen, and Andrea Batch ;A machine learning analysis of seasonal and cyclical sales in weekly scanner data /Rishab Guha and Serena Ng ;Estimating the benefits of new products /W. Erwin Diewert and Robert C. Feenstra.

The Statistical Analysis of Recurrent Events

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Publisher : Springer Science & Business Media
ISBN 13 : 0387698094
Total Pages : 415 pages
Book Rating : 4.3/5 (876 download)

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Book Synopsis The Statistical Analysis of Recurrent Events by : Richard J. Cook

Download or read book The Statistical Analysis of Recurrent Events written by Richard J. Cook and published by Springer Science & Business Media. This book was released on 2007-08-02 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents models and statistical methods for the analysis of recurrent event data. The authors provide broad, detailed coverage of the major approaches to analysis, while emphasizing the modeling assumptions that they are based on. More general intensity-based models are also considered, as well as simpler models that focus on rate or mean functions. Parametric, nonparametric and semiparametric methodologies are all covered, with procedures for estimation, testing and model checking.

Real-World Evidence in a Patient-Centric Digital Era

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Publisher : CRC Press
ISBN 13 : 1000613453
Total Pages : 155 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Real-World Evidence in a Patient-Centric Digital Era by : Kelly H. Zou

Download or read book Real-World Evidence in a Patient-Centric Digital Era written by Kelly H. Zou and published by CRC Press. This book was released on 2022-08-03 with total page 155 pages. Available in PDF, EPUB and Kindle. Book excerpt: Real-world evidence is defined as evidence generated from real-world data outside randomized controlled trials. As scientific discoveries and methodologies continue to advance, real-world data and their companion technologies offer powerful new tools for evidence generation. Real-World Evidence in a Patient-Centric Digital Era provides perspectives, examples, and insights on the innovative application of real-world evidence to meet patient needs and improve healthcare, with a focus on the pharmaceutical industry. This book presents an overview of key analytical issues and best practices. Special attention is paid to the development, methodologies, and other salient features of the statistical and data science techniques that are customarily used to generate real-world evidence. It provides a review of key topics and emerging trends in cutting-edge data science and health innovation. Features: Provides an overview of statistical and analytic methodologies in real-world evidence to generate insights on healthcare, with a special focus on the pharmaceutical industry Examines timely topics of high relevance to industry such as bioethical considerations, regulatory standards, and compliance requirements Highlights emerging and current trends, and provides guidelines for best practices Illustrates methods through examples and use-case studies to demonstrate impact Provides guidance on software choices and digital applications for successful analytics Real-World Evidence in a Patient-Centric Digital Era will be a vital reference for medical researchers, health technology innovators, data scientists, epidemiologists, population health analysts, health economists, outcomes researchers, policymakers, and analysts in the healthcare industry.

Textbook of Pharmacoepidemiology

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Publisher : John Wiley & Sons
ISBN 13 : 1118708008
Total Pages : 756 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Textbook of Pharmacoepidemiology by : Brian L. Strom

Download or read book Textbook of Pharmacoepidemiology written by Brian L. Strom and published by John Wiley & Sons. This book was released on 2013-05-13 with total page 756 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Textbook of Pharmacoepidemiology provides a streamlined text for evaluating the safety and effectiveness of medicines. It includes a brief introduction to pharmacoepidemiology as well as sections on data sources, methodology and applications. Each chapter includes key points, case studies and essential references. One-step resource to gain understanding of the subject of pharmacoepidemiology at an affordable price Gives a perspective on the subject from academia, pharmaceutical industry and regulatory agencies Designed for students with basic knowledge of epidemiology and public health Includes many case studies to illustrate pharmacoepidemiology in real clinical setting

Global Health Economics: Shaping Health Policy In Low- And Middle-income Countries

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Author :
Publisher : World Scientific
ISBN 13 : 9813272384
Total Pages : 378 pages
Book Rating : 4.8/5 (132 download)

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Book Synopsis Global Health Economics: Shaping Health Policy In Low- And Middle-income Countries by : Paul Revill

Download or read book Global Health Economics: Shaping Health Policy In Low- And Middle-income Countries written by Paul Revill and published by World Scientific. This book was released on 2020-05-21 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains a collection of works showcasing the latest research into global health economics conducted by leading experts in the field from the Centre for Health Economics (CHE) at the University of York and other partner research institutions. Each chapter focuses upon an important topic in global health economics and a number of separate research projects. The discussion delves into health care policy evaluation; economic evaluation; econometric and other analytic methods; health equity and universal health coverage; consideration of cost-effectiveness thresholds and opportunity costs in the health sector; health system challenges and possible solutions; and others. Case study examples from a variety of low- and middle-income countries (LMIC) settings are also showcased in the final part of this volume.The research presented seeks to contribute toward increasing understanding on how health policy can be enhanced to improve the welfare of LMIC populations. It is strongly recommended for public health policymakers and analysts in low- and middle-income country settings and those affiliated to international health organizations and donor organizations.