The Essential Guide to N-of-1 Trials in Health

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Author :
Publisher : Springer
ISBN 13 : 9401772002
Total Pages : 245 pages
Book Rating : 4.4/5 (17 download)

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Book Synopsis The Essential Guide to N-of-1 Trials in Health by : Jane Nikles

Download or read book The Essential Guide to N-of-1 Trials in Health written by Jane Nikles and published by Springer. This book was released on 2015-10-05 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: N-of-1 trials, a type of individualized randomized controlled trial, are relevant to almost every discipline in medicine and psychology. They can tell the clinician with precision whether a treatment works in that individual, which distinguishes from the information available from most other trial designs. They have the potential to revolutionize the way clinical medicine is practiced. Whether you are a busy clinician, a researcher or a student, this book provides everything you need to know about N-of-1 trials. Written and edited by some of the world’s leading experts on N-of-1 trials, the book presents state of the art knowledge about N-of-1 trials, with chapters on ethics, statistics, health economics, design, analysis and reporting, and more. Full of examples and well illustrated, it is a comprehensive compendium of issues surrounding the design, conduct, interpretation and implementation of N-of-1 trials in a health system.

The Essential Guide to N-of-1 Trials in Health

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Author :
Publisher :
ISBN 13 : 9789401772013
Total Pages : pages
Book Rating : 4.7/5 (72 download)

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Book Synopsis The Essential Guide to N-of-1 Trials in Health by : Jane Nikles

Download or read book The Essential Guide to N-of-1 Trials in Health written by Jane Nikles and published by . This book was released on 2015 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: N-of-1 trials, a type of individualized randomized controlled trial, are relevant to almost every discipline in medicine and psychology. They can tell the clinician with precision whether a treatment works in that individual, which distinguishes from the information available from most other trial designs. They have the potential to revolutionize the way clinical medicine is practiced. Whether you are a busy clinician, a researcher or a student, this book provides everything you need to know about N-of-1 trials. Written and edited by some of the world's leading experts on N-of-1 trials, the book presents state of the art knowledge about N-of-1 trials, with chapters on ethics, statistics, health economics, design, analysis and reporting, and more. Full of examples and well illustrated, it is a comprehensive compendium of issues surrounding the design, conduct, interpretation and implementation of N-of-1 trials in a health system.

Developing a Protocol for Observational Comparative Effectiveness Research: A User's Guide

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Author :
Publisher : Government Printing Office
ISBN 13 : 1587634236
Total Pages : 204 pages
Book Rating : 4.5/5 (876 download)

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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)

Finding What Works in Health Care

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Publisher : National Academies Press
ISBN 13 : 0309164257
Total Pages : 267 pages
Book Rating : 4.3/5 (91 download)

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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.

Registries for Evaluating Patient Outcomes

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Publisher : Government Printing Office
ISBN 13 : 1587634333
Total Pages : 396 pages
Book Rating : 4.5/5 (876 download)

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Book Synopsis Registries for Evaluating Patient Outcomes by : Agency for Healthcare Research and Quality/AHRQ

Download or read book Registries for Evaluating Patient Outcomes written by Agency for Healthcare Research and Quality/AHRQ and published by Government Printing Office. This book was released on 2014-04-01 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Single-Case Experimental Designs for Clinical Research and Neurorehabilitation Settings

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Author :
Publisher : Routledge
ISBN 13 : 0429948166
Total Pages : 270 pages
Book Rating : 4.4/5 (299 download)

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Book Synopsis Single-Case Experimental Designs for Clinical Research and Neurorehabilitation Settings by : Robyn Tate

Download or read book Single-Case Experimental Designs for Clinical Research and Neurorehabilitation Settings written by Robyn Tate and published by Routledge. This book was released on 2019-01-15 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a practical resource designed for clinicians, researchers, and advanced students who wish to learn about single-case research designs. It covers the theoretical and methodological underpinnings of single-case designs, as well as their practical application in the clinical and research neurorehabilitation setting. The book briefly traces the history of single-case experimental designs (SCEDs); outlines important considerations in understanding and planning a scientifically rigorous single-case study, including internal and external validity; describes prototypical single-case designs (withdrawal-reversal designs and the medical N-of-1 trial, multiple-baseline designs, alternating-treatments designs, and changing-criterion designs) and required features to meet evidence standards, threats to internal validity, and strategies to address them; addresses data evaluation, covering visual analysis of graphed data, statistical techniques, and clinical significance; and provides a practical ten-step procedure for implementing single-case methods. Each chapter includes detailed illustrative examples from the neurorehabilitation literature. Novel features include: A focus on the neurorehabilitation setting, which is particularly suitable for single-case designs because of the complex and often unique presentation of many patients/clients. A practical approach to the planning, implementation, data analysis, and reporting of single-case designs. An appendix providing a detailed summary of many recently published SCEDs in representative domains in the neurorehabilitation field, covering basic and instrumental activities of daily living, challenging behaviours, disorders of communication and cognition, mood and emotional functions, and motor-sensory disabilities. It is valuable reading for clinicians and researchers in several disciplines working in rehabilitation, including clinical and neuropsychology, education, language and speech pathology, occupational therapy, and physical therapy. It is also an essential resource for advanced students in these fields who need a textbook for specialised courses on research methodology and use of single-case design in applied clinical and research settings.

Reviewing Clinical Trials

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Publisher :
ISBN 13 : 9789881904119
Total Pages : 153 pages
Book Rating : 4.9/5 (41 download)

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Book Synopsis Reviewing Clinical Trials by : Chinese University of Hong Kong

Download or read book Reviewing Clinical Trials written by Chinese University of Hong Kong and published by . This book was released on 2010 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: The idea for this manual came from Pfizer in the US, which provided the Clinical Trials Centre at The University of Hong Kong, Hong Kong SAR, PR China with a nonbinding grant for its development. The general project layout protocol was accepted by Pfizer in July 2009. Pfizer has not in any way interfered with the project, except for providing nonbinding comments to the final product. The entire text of this manual was written by Johan PE Karlberg. Marjorie A Speers provided considerable and essential comments on the contents and the first and subsequent drafts. A group of international human research protection experts mostly working in non-profit institutions or organisations - see Contributors for details - reviewed and provided important comments on the contents and final draft. It was solely created with the intention to promote human research protection of participants in clinical trials. This manual will be translated into numerous languages and is provided free of charge as an electronic file over the Internet (http://www.ClinicalTrialMagnifier.com) and offered in print for a fee. The objective beyond this project is to establish educational activities, developed around the manual, and jointly organised with leading academic institutions worldwide.

Single-case and Small-n Experimental Designs

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Author :
Publisher : Psychology Press
ISBN 13 : 1135659354
Total Pages : 231 pages
Book Rating : 4.1/5 (356 download)

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Book Synopsis Single-case and Small-n Experimental Designs by : John B. Todman

Download or read book Single-case and Small-n Experimental Designs written by John B. Todman and published by Psychology Press. This book was released on 2001-03 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a practical guide to help researchers draw valid causal inferences from small-scale clinical intervention studies. It should be of interest to teachers of, and students in, courses with an experimental clinical component, as well as clinical researchers. Inferential statistics used in the analysis of group data are frequently invalid for use with data from single-case experimental designs. Even non-parametric rank tests provide, at best, approximate solutions for only some single-case (and small-n ) designs. Randomization (Exact) tests, on the other hand, can provide valid statistical analyses for all designs that incorporate a random procedure for assigning treatments to subjects or observation periods, including single-case designs. These Randomization tests require large numbers of data rearrangements and have been seldom used, partly because desktop computers have only recently become powerful enough to complete the analyses in a reasonable time. Now that the necessary computational power is available, they continue to be under-used because they receive scant attention in standard statistical texts for behavioral researchers and because available programs for running the analyses are relatively inaccessible to researchers with limited statistical or computing interest. This book is first and foremost a practical guide, although it also presents the theoretical basis for Randomization tests. Its most important aim is to make these tests accessible to researchers for a wide range of designs. It does this by providing programs on CD-ROM that allow users to run analyses of their data within a standard package (Minitab, Excel, or SPSS) with which they are already familiar. No statistical or computing expertise is required to use these programs. This is the "new stats" for single-case and small-n intervention studies, and anyone interested in this research approach will benefit.

Grieve's Modern Musculoskeletal Physiotherapy

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Publisher : Elsevier Health Sciences
ISBN 13 : 070208090X
Total Pages : 1629 pages
Book Rating : 4.7/5 (2 download)

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Book Synopsis Grieve's Modern Musculoskeletal Physiotherapy by : Deborah Falla

Download or read book Grieve's Modern Musculoskeletal Physiotherapy written by Deborah Falla and published by Elsevier Health Sciences. This book was released on 2024-04-02 with total page 1629 pages. Available in PDF, EPUB and Kindle. Book excerpt: Originally edited by Gregory Grieve, a founder of modern manual therapy, the fifth edition of Grieve's Modern Musculoskeletal Physiotherapy continues to offer contemporary evidence, models of diagnosis and practice that make this one of the most highly respected reference books for physiotherapists. This edition has been fully updated to provide an overview of the latest science in a rapidly evolving field. It includes detailed directions for research-informed patient care for a range of musculoskeletal disorders, as well as up-to-date information on the global burden, research methodologies, measurements, and principles of assessment and management. A new international editorial board, with experience in both research and clinical practice, bring a truly comprehensive perspective to this book, meaning those practising musculoskeletal physiotherapy today will find it highly clinically relevant to their work. Edited by an internationally recognised editorial board – brings expertise in both research and clinical practice Fully updated with the latest published evidence Clear guidance on evidence-based contemporary practice Management of conditions relating to both the vertebral column and peripheral joints Updated reviews on the science and practice of a wide range of treatment modalities Principles of effective communication, screening, clinical reasoning, lifestyle considerations, behavioural change and self-management Summary boxes and clinical tips to support clinical assessment and management More than 300 figures and illustrations Global burden of musculoskeletal disorders – including history, epidemiology and new models of care A range of new research methodologies, including N of 1 research designs, systematic reviews and meta-analyses, population-based cohort studies, consensus research and response analyses in musculoskeletal research How to navigate the endless wave of information and assess different levels of evidence New measures New chapter on cost analyses and value-based care Digital rehabilitation methods

Implementation Research in Health

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Publisher : World Health Organization
ISBN 13 : 9241506210
Total Pages : 69 pages
Book Rating : 4.2/5 (415 download)

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Book Synopsis Implementation Research in Health by : David H. Peters

Download or read book Implementation Research in Health written by David H. Peters and published by World Health Organization. This book was released on 2013 with total page 69 pages. Available in PDF, EPUB and Kindle. Book excerpt: Interest in implementation research is growing, largely in recognition of the contribution it can make to maximizing the beneficial impact of health interventions. As a relatively new and, until recently, rather neglected field within the health sector, implementation research is something of an unknown quantity for many. There is therefore a need for greater clarity about what exactly implementation research is, and what it can offer. This Guide is designed to provide that clarity. Intended to support those conducting implementation research, those with responsibility for implementing programs, and those who have an interest in both, the Guide provides an introduction to basic implementation research concepts and language, briefly outlines what it involves, and describes the many opportunities that it presents. The main aim of the Guide is to boost implementation research capacity as well as demand for implementation research that is aligned with need, and that is of particular relevance to health systems in low- and middle-income countries (LMICs). Research on implementation requires the engagement of diverse stakeholders and multiple disciplines in order to address the complex implementation challenges they face. For this reason, the Guide is intended for a variety of actors who contribute to and/or are impacted by implementation research. This includes the decision-makers responsible for designing policies and managing programs whose decisions shape implementation and scale-up processes, as well as the practitioners and front-line workers who ultimately implement these decisions along with researchers from different disciplines who bring expertise in systematically collecting and analyzing information to inform implementation questions. The opening chapters (1-4) make the case for why implementation research is important to decision-making. They offer a workable definition of implementation research and illustrate the relevance of research to problems that are often considered to be simply administrative and provide examples of how such problems can be framed as implementation research questions. The early chapters also deal with the conduct of implementation research, emphasizing the importance of collaboration and discussing the role of implementers in the planning and designing of studies, the collection and analysis of data, as well as in the dissemination and use of results. The second half of the Guide (5-7) detail the various methods and study designs that can be used to carry out implementation research, and, using examples, illustrates the application of quantitative, qualitative, and mixed-method designs to answer complex questions related to implementation and scale-up. It offers guidance on conceptualizing an implementation research study from the identification of the problem, development of research questions, identification of implementation outcomes and variables, as well as the selection of the study design and methods while also addressing important questions of rigor.

Field Trials of Health Interventions

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Author :
Publisher : Oxford University Press, USA
ISBN 13 : 0198732864
Total Pages : 479 pages
Book Rating : 4.1/5 (987 download)

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Book Synopsis Field Trials of Health Interventions by : Peter G. Smith

Download or read book Field Trials of Health Interventions written by Peter G. Smith and published by Oxford University Press, USA. This book was released on 2015 with total page 479 pages. Available in PDF, EPUB and Kindle. Book excerpt: "IEA, International Epidemiological Association, Welcome Trust."

The Palgrave Handbook of Paralympic Studies

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Publisher : Springer
ISBN 13 : 1137479019
Total Pages : 687 pages
Book Rating : 4.1/5 (374 download)

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Book Synopsis The Palgrave Handbook of Paralympic Studies by : Ian Brittain

Download or read book The Palgrave Handbook of Paralympic Studies written by Ian Brittain and published by Springer. This book was released on 2018-02-15 with total page 687 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook provides a critical assessment of contemporary issues that define the contours of the Paralympic Movement generally and the Paralympic Games more specifically. It addresses conceptualisations of disability sport, explores the structure of the Paralympic Movement and considers key political strategic and governance issues which have shaped its development. The Palgrave Handbook of Paralympic Studies is written by a range of international authors, a number of whom are senior strategists as well as academics, and explores legacy themes through case studies of recent Paralympic games. Written in the wake of the 2016 Rio Paralympic Games, it provides an assessment of contemporary challenges faced by the International Paralympic Committee and other key stakeholders in the Paralympic Movement. Its critical assessment of approaches to branding, classification, social inclusion and technological advances makes this handbook a valuable resource for undergraduate study across a range of sport and disability related programmes, as well as a point of reference for researchers and policy makers.

Small Clinical Trials

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Publisher : National Academies Press
ISBN 13 : 0309171148
Total Pages : 221 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Small Clinical Trials by : Institute of Medicine

Download or read book Small Clinical Trials written by Institute of Medicine and published by National Academies Press. This book was released on 2001-01-01 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: Clinical trials are used to elucidate the most appropriate preventive, diagnostic, or treatment options for individuals with a given medical condition. Perhaps the most essential feature of a clinical trial is that it aims to use results based on a limited sample of research participants to see if the intervention is safe and effective or if it is comparable to a comparison treatment. Sample size is a crucial component of any clinical trial. A trial with a small number of research participants is more prone to variability and carries a considerable risk of failing to demonstrate the effectiveness of a given intervention when one really is present. This may occur in phase I (safety and pharmacologic profiles), II (pilot efficacy evaluation), and III (extensive assessment of safety and efficacy) trials. Although phase I and II studies may have smaller sample sizes, they usually have adequate statistical power, which is the committee's definition of a "large" trial. Sometimes a trial with eight participants may have adequate statistical power, statistical power being the probability of rejecting the null hypothesis when the hypothesis is false. Small Clinical Trials assesses the current methodologies and the appropriate situations for the conduct of clinical trials with small sample sizes. This report assesses the published literature on various strategies such as (1) meta-analysis to combine disparate information from several studies including Bayesian techniques as in the confidence profile method and (2) other alternatives such as assessing therapeutic results in a single treated population (e.g., astronauts) by sequentially measuring whether the intervention is falling above or below a preestablished probability outcome range and meeting predesigned specifications as opposed to incremental improvement.

Precision/Personalized Pediatric Oncology and Immune Therapies: Rather Customize Than Randomize

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Author :
Publisher : Frontiers Media SA
ISBN 13 : 2889637182
Total Pages : 108 pages
Book Rating : 4.8/5 (896 download)

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Book Synopsis Precision/Personalized Pediatric Oncology and Immune Therapies: Rather Customize Than Randomize by : Irene Slavc

Download or read book Precision/Personalized Pediatric Oncology and Immune Therapies: Rather Customize Than Randomize written by Irene Slavc and published by Frontiers Media SA. This book was released on 2020-06-04 with total page 108 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Cochrane Handbook for Systematic Reviews of Interventions

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Author :
Publisher : Wiley
ISBN 13 : 9780470699515
Total Pages : 672 pages
Book Rating : 4.6/5 (995 download)

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Book Synopsis Cochrane Handbook for Systematic Reviews of Interventions by : Julian P. T. Higgins

Download or read book Cochrane Handbook for Systematic Reviews of Interventions written by Julian P. T. Higgins and published by Wiley. This book was released on 2008-11-24 with total page 672 pages. Available in PDF, EPUB and Kindle. Book excerpt: Healthcare providers, consumers, researchers and policy makers are inundated with unmanageable amounts of information, including evidence from healthcare research. It has become impossible for all to have the time and resources to find, appraise and interpret this evidence and incorporate it into healthcare decisions. Cochrane Reviews respond to this challenge by identifying, appraising and synthesizing research-based evidence and presenting it in a standardized format, published in The Cochrane Library (www.thecochranelibrary.com). The Cochrane Handbook for Systematic Reviews of Interventions contains methodological guidance for the preparation and maintenance of Cochrane intervention reviews. Written in a clear and accessible format, it is the essential manual for all those preparing, maintaining and reading Cochrane reviews. Many of the principles and methods described here are appropriate for systematic reviews applied to other types of research and to systematic reviews of interventions undertaken by others. It is hoped therefore that this book will be invaluable to all those who want to understand the role of systematic reviews, critically appraise published reviews or perform reviews themselves.

A Concise Guide to Clinical Trials

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1444356666
Total Pages : 184 pages
Book Rating : 4.4/5 (443 download)

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Book Synopsis A Concise Guide to Clinical Trials by : Allan Hackshaw

Download or read book A Concise Guide to Clinical Trials written by Allan Hackshaw and published by John Wiley & Sons. This book was released on 2011-09-07 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: Clinical trials have revolutionized the way disease is prevented, detected and treated, and early death avoided, and they continue to be an expanding area of research. They are central to the work of pharmaceutical companies, and there are many academic and public sector organizations that conduct trials on a wide variety of interventions, including drugs, devices, surgical techniques, and changes in behaviour and lifestyle. A Concise Guide to Clinical Trials provides a comprehensive yet easy-to-read overview of the design, conduct and analysis of trials. It requires no prior knowledge on the subject as the important concepts are introduced throughout. There are chapters that distinguish between the different types of trials, and an introduction to systematic reviews, health-related quality of life and health economic evaluation. The book also covers the ethical and legal requirements in setting up a clinical trial due to an increase in governance responsibilities and regulations. This practical guidebook is ideal for busy clinicians and other health professionals who do not have enough time to attend courses or search through extensive textbooks. It will help anyone involved in undertaking clinical research, or those reading about trials. The book is aimed at: Those wishing to learn about clinical trials for the first time, or as a quick reference guide, for example as part of a taught course on clinical trials Health professionals who wish to conduct their own trials, or participate in other people’s studies People who work in pharmaceutical companies, grant funding organisations, or regulatory agencies

Quantitative Methods for Health Research

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 111869337X
Total Pages : 603 pages
Book Rating : 4.1/5 (186 download)

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Book Synopsis Quantitative Methods for Health Research by : Nigel Bruce

Download or read book Quantitative Methods for Health Research written by Nigel Bruce and published by John Wiley & Sons. This book was released on 2013-03-18 with total page 603 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quantitative Research Methods for Health Professionals: A Practical Interactive Course is a superb introduction to epidemiology, biostatistics, and research methodology for the whole health care community. Drawing examples from a wide range of health research, this practical handbook covers important contemporary health research methods such as survival analysis, Cox regression, and meta-analysis, the understanding of which go beyond introductory concepts. The book includes self-assessment exercises throughout to help students explore and reflect on their understanding and a clear distinction is made between a) knowledge and concepts that all students should ensure they understand and b) those that can be pursued by students who wish to do so. The authors incorporate a program of practical exercises in SPSS using a prepared data set that helps to consolidate the theory and develop skills and confidence in data handling, analysis and interpretation.