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Planning And Analysis Of Observational Studies
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Book Synopsis Planning and Analysis of Observational Studies by : William G. Cochran
Download or read book Planning and Analysis of Observational Studies written by William G. Cochran and published by John Wiley & Sons. This book was released on 2009-09-25 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: Treats studies, primarily in human populations, that show casual effects of certain agents, procedures, treatment or programs. Deals with the difficulties that comparative observational studies have because of bias in their design and analysis. Systematically considers the many sources of bias and discusses how care in matching or adjustment of results can reduce the effects of bias in these investigations.
Book Synopsis Design of Observational Studies by : Paul R. Rosenbaum
Download or read book Design of Observational Studies written by Paul R. Rosenbaum and published by Springer Science & Business Media. This book was released on 2009-10-22 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: An observational study is an empiric investigation of effects caused by treatments when randomized experimentation is unethical or infeasible. Observational studies are common in most fields that study the effects of treatments on people, including medicine, economics, epidemiology, education, psychology, political science and sociology. The quality and strength of evidence provided by an observational study is determined largely by its design. Design of Observational Studies is both an introduction to statistical inference in observational studies and a detailed discussion of the principles that guide the design of observational studies. Design of Observational Studies is divided into four parts. Chapters 2, 3, and 5 of Part I cover concisely, in about one hundred pages, many of the ideas discussed in Rosenbaum’s Observational Studies (also published by Springer) but in a less technical fashion. Part II discusses the practical aspects of using propensity scores and other tools to create a matched comparison that balances many covariates. Part II includes a chapter on matching in R. In Part III, the concept of design sensitivity is used to appraise the relative ability of competing designs to distinguish treatment effects from biases due to unmeasured covariates. Part IV discusses planning the analysis of an observational study, with particular reference to Sir Ronald Fisher’s striking advice for observational studies, "make your theories elaborate." The second edition of his book, Observational Studies, was published by Springer in 2002.
Book Synopsis Observational Studies by : Paul R. Rosenbaum
Download or read book Observational Studies written by Paul R. Rosenbaum and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: An observational study is an empirical investigation of the effects of treatments, policies, or exposures. It differes from an experiment in that the investigator cannot control the assignments of treatments to subjects. Scientists across a wide range of disciplines undertake such studies, and the aim of this book is to provide a sound statistical account of the principles and methods for the design and analysis of observational studies. Readers are assumed to have a working knowledge of basic probability and statistics, but otherwise the account is reasonably self-contained. Throughout there are extended discussions of actual observational studies to illustrate the ideas discussed. These are drawn from topics as diverse as smoking and lung cancer, lead in children, nuclear weapons testing, and placement programs for students. As a result, many researchers involved in observational studes will find this an invaluable companion to their work.
Author :Agency for Health Care Research and Quality (U.S.) Publisher :Government Printing Office ISBN 13 :1587634236 Total Pages :204 pages Book Rating :4.5/5 (876 download)
Book Synopsis Developing a Protocol for Observational Comparative Effectiveness Research: A User's Guide by : Agency for Health Care Research and Quality (U.S.)
Download or read book Developing a Protocol for Observational Comparative Effectiveness Research: A User's Guide written by Agency for Health Care Research and Quality (U.S.) and published by Government Printing Office. This book was released on 2013-02-21 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: This User’s Guide is a resource for investigators and stakeholders who develop and review observational comparative effectiveness research protocols. It explains how to (1) identify key considerations and best practices for research design; (2) build a protocol based on these standards and best practices; and (3) judge the adequacy and completeness of a protocol. Eleven chapters cover all aspects of research design, including: developing study objectives, defining and refining study questions, addressing the heterogeneity of treatment effect, characterizing exposure, selecting a comparator, defining and measuring outcomes, and identifying optimal data sources. Checklists of guidance and key considerations for protocols are provided at the end of each chapter. 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. More more information, please consult the Agency website: www.effectivehealthcare.ahrq.gov)
Book Synopsis Design of Observational Studies by : Paul R. Rosenbaum
Download or read book Design of Observational Studies written by Paul R. Rosenbaum and published by Springer Nature. This book was released on 2020-07-13 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: This second edition of Design of Observational Studies is both an introduction to statistical inference in observational studies and a detailed discussion of the principles that guide the design of observational studies. An observational study is an empiric investigation of effects caused by treatments when randomized experimentation is unethical or infeasible. Observational studies are common in most fields that study the effects of treatments on people, including medicine, economics, epidemiology, education, psychology, political science and sociology. The quality and strength of evidence provided by an observational study is determined largely by its design. Design of Observational Studies is organized into five parts. Chapters 2, 3, and 5 of Part I cover concisely many of the ideas discussed in Rosenbaum’s Observational Studies (also published by Springer) but in a less technical fashion. Part II discusses the practical aspects of using propensity scores and other tools to create a matched comparison that balances many covariates, and includes an updated chapter on matching in R. In Part III, the concept of design sensitivity is used to appraise the relative ability of competing designs to distinguish treatment effects from biases due to unmeasured covariates. Part IV is new to this edition; it discusses evidence factors and the computerized construction of more than one comparison group. Part V discusses planning the analysis of an observational study, with particular reference to Sir Ronald Fisher’s striking advice for observational studies: "make your theories elaborate." This new edition features updated exploration of causal influence, with four new chapters, a new R package DOS2 designed as a companion for the book, and discussion of several of the latest matching packages for R. In particular, DOS2 allows readers to reproduce many analyses from Design of Observational Studies.
Book Synopsis Planning Clinical Research by : Robert A. Parker
Download or read book Planning Clinical Research written by Robert A. Parker and published by Cambridge University Press. This book was released on 2016-10-12 with total page 445 pages. Available in PDF, EPUB and Kindle. Book excerpt: Planning clinical research requires many decisions. The authors of this book explain key decisions with examples showing what works and what does not.
Book Synopsis Observational Studies by : Paul R. Rosenbaum
Download or read book Observational Studies written by Paul R. Rosenbaum and published by Springer Science & Business Media. This book was released on 2002-01-08 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: A sound statistical account of the principles and methods for the design and analysis of observational studies. Readers are assumed to have a working knowledge of basic probability and statistics, but otherwise the account is reasonably self- contained. Throughout there are extended discussions of actual observational studies to illustrate the ideas discussed, drawn from topics as diverse as smoking and lung cancer, lead in children, nuclear weapons testing, and placement programs for students. As a result, many researchers will find this an invaluable companion in their work.
Book Synopsis Data Collection and Analysis by : Roger Sapsford
Download or read book Data Collection and Analysis written by Roger Sapsford and published by SAGE. This book was released on 2006-03-29 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: In simple and non-technical terms, this text illustrates a wide range of techniques and approaches used in social research projects.
Book Synopsis Observation and Experiment by : Paul Rosenbaum
Download or read book Observation and Experiment written by Paul Rosenbaum and published by Harvard University Press. This book was released on 2017-08-14 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the face of conflicting claims about some treatments, behaviors, and policies, the question arises: What is the most scientifically rigorous way to draw conclusions about cause and effect in the study of humans? In this introduction to causal inference, Paul Rosenbaum explains key concepts and methods through real-world examples.
Book Synopsis Comprehensive Systematic Review for Advanced Practice Nursing, Second Edition by : Cheryl Holly, EdD, RN
Download or read book Comprehensive Systematic Review for Advanced Practice Nursing, Second Edition written by Cheryl Holly, EdD, RN and published by Springer Publishing Company. This book was released on 2016-07-14 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: First Edition a 2013 Doody’s Core Title and AJN Book of the Year Award Winner! This text provides top-tier guidance for DNP students, graduate faculty, APRNs and other healthcare providers on how to use available research for improving patient outcomes and reducing costs. It is the only resource written expressly to meet the objectives of DNP courses. This second edition is completely updated and features three new approaches—umbrella reviews, mixed method reviews, and other types of reviews--for seeking, synthesizing, and interpreting available evidence to improve the delivery of patient care. The text also includes two new examples of completed systematic reviews and two completed proposals. The book presents, clearly and comprehensively, the knowledge and skills necessary to conduct a foundational comprehensive systematic review (CSR). It encompasses the complexities of the entire process, from asking clinical questions to getting the evidence into practice. The text includes question-specific methods and analysis and compares CSR methods, literature reviews, integrated reviews, and meta-studies. It describes how to find and appraise relevant studies, including the non-published “grey” literature and criteria for selecting or excluding studies, and describes how to use the results in practice. Also examined are ways to disemminate findings to benefit clinical practice and support best practices, and how to write a CSR proposal, final report and a policy brief based on systematic review findings. Plentiful examples, including two completed proposals and two completed systematic reviews, demonstrate every step of the process. An expanded resource chapter that can serve as a toolkit for conducting a systematic review is also provided. The text also covers useful software and includes objectives, summary points, end-of-chapter exercises, suggested readings and references. New to the Second Edition: • Three new chapters presenting new systematic review approaches: umbrella reviews, mixed method reviews, and other types of reviews including rapid and scoping reviews and reviews of text and opinoin • Two new examples of completed systematic reviews • Completely updated content throughout • Detailed information to foster systematic review research question development, efficient literature searches, and management of references Key Features: • Delivers the knowledge and skills necessary to conduct a CSR from start to finish • Serves as the only CSR resource written expressly for the advanced practice nurse • Describes useful software for conducting a systematic review • Provides rich examples including two completed CSRs • Includes objectives, summary points, end-of-chapter exercises, suggested readings and references • Provides a comprehensive toolkit of resources to complete a systematic review
Author :A Learning Health System Activity Publisher :National Academies Press ISBN 13 :9780309290814 Total Pages :0 pages Book Rating :4.2/5 (98 download)
Book Synopsis Observational Studies in a Learning Health System by : A Learning Health System Activity
Download or read book Observational Studies in a Learning Health System written by A Learning Health System Activity and published by National Academies Press. This book was released on 2013-12-16 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Clinical research strains to keep up with the rapid and iterative evolution of medical interventions, clinical practice innovation, and the increasing demand for information on the clinical effectiveness of these advancements. In response to the growing availability of archived and real-time digital health data and the opportunities this data provides for research, as well as the increasing number of studies using prospectively collected clinical data, the Institute of Medicine\'s Roundtable on Value & Science-Driven Health Care convened a workshop on Observational Studies in a Learning Health System. Participants, including experts from a wide range of disciplines - clinical researchers, statisticians, biostatisticians, epidemiologists, health care informaticians, health care analytics, research funders, health products industry, clinicians, payers, and regulators - explored leading edge approaches to observational studies, charted a course for the use of the growing health data utility, and identified opportunities to advance progress. Workshop speakers and individual participants strove to identify stakeholder needs and barriers to the broader application of observational studies. Observational Studies in a Learning Health Systemis the summary of the workshop. This report explores the role of observational studies in the generation of evidence to guide clinical and health policy decisions. The report discusses concepts of rigorous observational study design and analysis, emerging statistical methods, and opportunities and challenges of observational studies to complement evidence from experimental methods, treatment heterogeneity, and effectiveness estimates tailored toward individual patients.
Book Synopsis Finding What Works in Health Care by : Institute of Medicine
Download or read book Finding What Works in Health Care written by Institute of Medicine and published by National Academies Press. This book was released on 2011-07-20 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: Healthcare decision makers in search of reliable information that compares health interventions increasingly turn to systematic reviews for the best summary of the evidence. Systematic reviews identify, select, assess, and synthesize the findings of similar but separate studies, and can help clarify what is known and not known about the potential benefits and harms of drugs, devices, and other healthcare services. Systematic reviews can be helpful for clinicians who want to integrate research findings into their daily practices, for patients to make well-informed choices about their own care, for professional medical societies and other organizations that develop clinical practice guidelines. Too often systematic reviews are of uncertain or poor quality. There are no universally accepted standards for developing systematic reviews leading to variability in how conflicts of interest and biases are handled, how evidence is appraised, and the overall scientific rigor of the process. In Finding What Works in Health Care the Institute of Medicine (IOM) recommends 21 standards for developing high-quality systematic reviews of comparative effectiveness research. The standards address the entire systematic review process from the initial steps of formulating the topic and building the review team to producing a detailed final report that synthesizes what the evidence shows and where knowledge gaps remain. Finding What Works in Health Care also proposes a framework for improving the quality of the science underpinning systematic reviews. This book will serve as a vital resource for both sponsors and producers of systematic reviews of comparative effectiveness research.
Book Synopsis Planning Clinical Research by : Robert A. Parker
Download or read book Planning Clinical Research written by Robert A. Parker and published by Cambridge University Press. This book was released on 2016-10-12 with total page 598 pages. Available in PDF, EPUB and Kindle. Book excerpt: Planning a clinical study is much more than determining the basic study design. Who will you be studying? How do you plan to recruit your study subjects? How do you plan to retain them in the study? What data do you plan to collect? How will you obtain this data? How will you minimize bias? All these decisions must be consistent with the ethical considerations of studying people. This book teaches how to choose the best design for your question. Drawing on their many years working in clinical research, Nancy G. Berman and Robert A. Parker guide readers through the essential elements of study planning to help get them started. The authors offer numerous examples to illustrate the key decisions needed, describing what works, what does not work, and why. Written specifically for junior investigators beginning their research careers, this guide will also be useful to senior investigators needing to review specific topics.
Book Synopsis Basic Methods of Policy Analysis and Planning by : Carl Patton
Download or read book Basic Methods of Policy Analysis and Planning written by Carl Patton and published by Routledge. This book was released on 2015-08-26 with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt: Updated in its 3rd edition, Basic Methods of Policy Analysis and Planning presents quickly applied methods for analyzing and resolving planning and policy issues at state, regional, and urban levels. Divided into two parts, Methods which presents quick methods in nine chapters and is organized around the steps in the policy analysis process, and Cases which presents seven policy cases, ranging in degree of complexity, the text provides readers with the resources they need for effective policy planning and analysis. Quantitative and qualitative methods are systematically combined to address policy dilemmas and urban planning problems. Readers and analysts utilizing this text gain comprehensive skills and background needed to impact public policy.
Download or read book Delta CX written by Angie Born and published by . This book was released on 2019-09-19 with total page 570 pages. Available in PDF, EPUB and Kindle. Book excerpt: Delta CX is a refreshing model bringing CX and UX together in task and in name with the key goal of improving the products, services, and experiences (PSE) that we offer our potential and current customers. Rather than following trends or drinking the snake oil, Delta CX presents a time-tested, thorough approach that helps you establish values, vision, strategies, and goals. Great PSE require the right teams and strategies in place to proactively predict and mitigate the risk of delivering wrong or flawed PSE. Adopting Delta CX means we all finally speak the same language, from tasks and deliverables to job titles and required skills to where CX fits into Agile organizations to processes and teams. Calculate the ROI of investing more time and resources into building the right PSE the first time. Save time, money, and sanity. Replace guessing and assumptions with Lean customer research that is planned, conducted, and interpreted by experts. Learn why quality should be our #1 priority, and how to rededicate our organization to our external and internal customers.Target audiences: Managers, workers, practitioners, freelancers, consultants, contractors, execs, stakeholders, and everybody else working in CX, UX, Marketing, Product Management, Engineering, Project Management. Business Analysts (BAs), Data Scientists, Writers, Visual Designers, Information Architects, Interaction Designers, Product Designers, and Researchers.The long and problem-focused version: In an era of faster, faster, faster, our workplaces are sacrificing quality, collaboration, culture, and the customer experience to "just ship it." Business goals don't seem to align with customers' needs. Customers constantly raise their standards and expectations, and they notice when companies are out of touch or get it wrong. Competitors, investors, shareholders, the press, bloggers, social media, and Wall Street also notice. Brands are being surprised when their products, services, and experiences (PSE) are disliked or rejected by customers, or go viral for the wrong reasons. Companies claim they are customer-focused, user-centric, and designing for the needs of real customers. Initiatives to increase the ability to build the right PSE should have meant hiring more CX and UX talent. However, with UX still misunderstood, circumvented, overruled, and excluded at many companies, workplaces that didn't know how to assess CX and UX talent hired anybody who put "UX" on their resume. Poor hiring choices lead to silos and "bad design." Rather than wondering if "UX" workers were unqualified, leadership blamed UX and User-Centered Design (UCD): They must be bloated, outdated, not Lean, not Agile things we don't really need. We started imagining that "everybody can be a designer." Get people sketching in design sprints, and solve our company's biggest challenges. We called for democratization and decentralization of UX and design because perhaps taking some power away from these "high-ego UX people" we hired will fix this. Suddenly, everybody was a design thinker doing design thinking, yet few people can agree on what design thinking is.Everybody became quietly desperate. UX practitioners wanted to evangelize, and invited teammates to UX evangelism presentations, which often backfired. Companies of all sizes and ages, including Fortune 500s, tried methodologies designed for startups. Startups fail roughly 95% of the time. It's so rare that they innovate or build something the public actually wants. Why would we want to emulate a segment with such a high failure rate? We're lost. We need another business transformation, a return to prioritizing the quality of what we ideate, architect, design, test, build, and unleash on the public.(Return to the top for the short and happy version.)
Book Synopsis How to Practice Academic Medicine and Publish from Developing Countries? by : Samiran Nundy
Download or read book How to Practice Academic Medicine and Publish from Developing Countries? written by Samiran Nundy and published by Springer Nature. This book was released on 2021-10-23 with total page 475 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book. The book provides an overview of the state of research in developing countries – Africa, Latin America, and Asia (especially India) and why research and publications are important in these regions. It addresses budding but struggling academics in low and middle-income countries. It is written mainly by senior colleagues who have experienced and recognized the challenges with design, documentation, and publication of health research in the developing world. The book includes short chapters providing insight into planning research at the undergraduate or postgraduate level, issues related to research ethics, and conduct of clinical trials. It also serves as a guide towards establishing a research question and research methodology. It covers important concepts such as writing a paper, the submission process, dealing with rejection and revisions, and covers additional topics such as planning lectures and presentations. The book will be useful for graduates, postgraduates, teachers as well as physicians and practitioners all over the developing world who are interested in academic medicine and wish to do medical research.
Book Synopsis The SAGE Encyclopedia of Communication Research Methods by : Mike Allen
Download or read book The SAGE Encyclopedia of Communication Research Methods written by Mike Allen and published by SAGE Publications. This book was released on 2017-04-11 with total page 2013 pages. Available in PDF, EPUB and Kindle. Book excerpt: Communication research is evolving and changing in a world of online journals, open-access, and new ways of obtaining data and conducting experiments via the Internet. Although there are generic encyclopedias describing basic social science research methodologies in general, until now there has been no comprehensive A-to-Z reference work exploring methods specific to communication and media studies. Our entries, authored by key figures in the field, focus on special considerations when applied specifically to communication research, accompanied by engaging examples from the literature of communication, journalism, and media studies. Entries cover every step of the research process, from the creative development of research topics and questions to literature reviews, selection of best methods (whether quantitative, qualitative, or mixed) for analyzing research results and publishing research findings, whether in traditional media or via new media outlets. In addition to expected entries covering the basics of theories and methods traditionally used in communication research, other entries discuss important trends influencing the future of that research, including contemporary practical issues students will face in communication professions, the influences of globalization on research, use of new recording technologies in fieldwork, and the challenges and opportunities related to studying online multi-media environments. Email, texting, cellphone video, and blogging are shown not only as topics of research but also as means of collecting and analyzing data. Still other entries delve into considerations of accountability, copyright, confidentiality, data ownership and security, privacy, and other aspects of conducting an ethical research program. Features: 652 signed entries are contained in an authoritative work spanning four volumes available in choice of electronic or print formats. Although organized A-to-Z, front matter includes a Reader’s Guide grouping entries thematically to help students interested in a specific aspect of communication research to more easily locate directly related entries. Back matter includes a Chronology of the development of the field of communication research; a Resource Guide to classic books, journals, and associations; a Glossary introducing the terminology of the field; and a detailed Index. Entries conclude with References/Further Readings and Cross-References to related entries to guide students further in their research journeys. The Index, Reader’s Guide themes, and Cross-References combine to provide robust search-and-browse in the e-version.
