Data and Safety Monitoring Committees in Clinical Trials

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Author :
Publisher : CRC Press
ISBN 13 : 9780367261276
Total Pages : 241 pages
Book Rating : 4.2/5 (612 download)

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Book Synopsis Data and Safety Monitoring Committees in Clinical Trials by : Jay Herson

Download or read book Data and Safety Monitoring Committees in Clinical Trials written by Jay Herson and published by CRC Press. This book was released on 2019-03-22 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for the first edition: "Given the author's years of experience as a statistician and as a founder of the first DMC in pharmaceutical industry trials, I highly recommend this book--not only for experts because of its cogent and organized presentation, but more importantly for young investigators who are seeking information about the logistical and philosophical aspects of a DMC." -S. T. Ounpraseuth, The American Statistician In the first edition of this well-regarded book, the author provided a groundbreaking and definitive guide to best practices in pharmaceutical industry data monitoring committees (DMCs). Maintaining all the material from the first edition and adding substantial new material, Data and Safety Monitoring Committees in Clinical Trials, Second Edition is ideal for training professionals to serve on their first DMC as well as for experienced clinical and biostatistical DMC members, sponsor and regulatory agency staff. The second edition guides the reader through newly emerging DMC responsibilities brought about by regulations emphasizing risk vs benefit and the emergence of risk-based monitoring. It also provides the reader with many new statistical methods, clinical trial designs and clinical terminology that have emerged since the first edition. The references have been updated and the very popular end-of-chapter Q&A section has been supplemented with many new experiences since the first edition. New to the Second Edition: Presents statistical methods, tables, listings and graphs appropriate for safety review, efficacy analysis and risk vs benefit analysis, SPERT and PRISMA initiatives. Newly added interim analysis for efficacy and futility section. DMC responsibilities in SUSARs (Serious Unexpected Serious Adverse Reactions), basket trials, umbrella trials, dynamic treatment strategies /SMART trials, pragmatic trials, biosimilar trials, companion diagnostics, etc. DMC responsibilities for data quality and fraud detection (Fraud Recovery Plan) Use of patient reported outcomes of safety Use of meta analysis and data outside the trial New ideas for training and compensation of DMC members Jay Herson is Senior Associate, Biostatistics, Johns Hopkins Bloomberg School of Public Health where he teaches courses on clinical trials and drug development based on his many years experience in clinical trials in academia and the pharmaceutical industry.

Data and Safety Monitoring Committees in Clinical Trials

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Author :
Publisher : CRC Press
ISBN 13 : 1420070398
Total Pages : 194 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Data and Safety Monitoring Committees in Clinical Trials by : Jay Herson

Download or read book Data and Safety Monitoring Committees in Clinical Trials written by Jay Herson and published by CRC Press. This book was released on 2009-03-13 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: Focusing on the practical clinical and statistical issues that arise in pharmaceutical industry trials, this book summarizes the author’s experience in serving on many data monitoring committees (DMCs) and in heading up a contract research organization that provided statistical support to nearly seventy-five DMCs. It explains the difference in DMC operations between the pharmaceutical industry and National Institutes of Health (NIH)-sponsored trials. Leading you through the types of reports for adverse events and lab values, the author presents the statistical requirements of data monitoring committees and gives advice on how statisticians can best interact with physician members of these committees. He also shows how physicians think differently about safety data than statisticians, proving that both views are needed.

Data Monitoring in Clinical Trials

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 0387301070
Total Pages : 389 pages
Book Rating : 4.3/5 (873 download)

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Book Synopsis Data Monitoring in Clinical Trials by : David L. DeMets

Download or read book Data Monitoring in Clinical Trials written by David L. DeMets and published by Springer Science & Business Media. This book was released on 2006-06-22 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the authors of "Fundamentals of Clinical Trials" which has sold over 15,000 copies world wide since its publication in 1998. No competition yet as the text does not focus on how to do clinical trials but on very specific situations that can be encountered during the process.

Data Monitoring Committees in Clinical Trials

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 0470854154
Total Pages : 208 pages
Book Rating : 4.4/5 (78 download)

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Book Synopsis Data Monitoring Committees in Clinical Trials by : Susan S. Ellenberg

Download or read book Data Monitoring Committees in Clinical Trials written by Susan S. Ellenberg and published by John Wiley & Sons. This book was released on 2003-01-17 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: There has been substantial growth in the use of data monitoring committees in recent years, by both government agencies and the pharmaceutical industry. This growth has been brought about by increasing recognition of the value of such committees in safeguarding trial participants as well as protecting trial integrity and the validity of conclusions. This very timely book describes the operation of data monitoring committees, and provides an authoritative guide to their establishment, purpose and responsibilities. * Provides a practical overview of data monitoring in clinical trials. * Describes the purpose, responsibilities and operation of data monitoring committees. * Provides directly applicable advice for those managing and conducting clinical trials, and those serving on data monitoring committees. * Gives insight into clinical data monitoring to those sitting on regulatory and ethical committees. * Discusses issues pertinent to those working in clinical trials in both the US and Europe. The practical guidance provided by this book will be of use to professionals working in and/or managing clinical trials, in academic, government and industry settings, particularly medical statisticians, clinicians, trial co-ordinators, and those working in regulatory affairs and bioethics.

Data and Safety Monitoring Committees in Clinical Trials, Second Edition

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Author :
Publisher : CRC Press
ISBN 13 : 1351722379
Total Pages : 273 pages
Book Rating : 4.3/5 (517 download)

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Book Synopsis Data and Safety Monitoring Committees in Clinical Trials, Second Edition by : Jay Herson

Download or read book Data and Safety Monitoring Committees in Clinical Trials, Second Edition written by Jay Herson and published by CRC Press. This book was released on 2016-12-19 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for the first edition: "Given the author’s years of experience as a statistician and as a founder of the first DMC in pharmaceutical industry trials, I highly recommend this book—not only for experts because of its cogent and organized presentation, but more importantly for young investigators who are seeking information about the logistical and philosophical aspects of a DMC." -S. T. Ounpraseuth, The American Statistician ? In the first edition of this well-regarded book, the author provided a groundbreaking and definitive guide to best practices in pharmaceutical industry data monitoring committees (DMCs). Maintaining all the material from the first edition and adding substantial new material, Data and Safety Monitoring Committees in Clinical Trials, Second Edition is ideal for training professionals to serve on their first DMC as well as for experienced clinical and biostatistical DMC members, sponsor and regulatory agency staff. The second edition guides the reader through newly emerging DMC responsibilities brought about by regulations emphasizing risk vs benefit and the emergence of risk-based monitoring. It also provides the reader with many new statistical methods, clinical trial designs and clinical terminology that have emerged since the first edition. The references have been updated and the very popular end-of-chapter Q&A section has been supplemented with many new experiences since the first edition. ? New to the Second Edition: Presents statistical methods, tables, listings and graphs appropriate for safety review, efficacy analysis and risk vs benefit analysis, SPERT and PRISMA initiatives. Newly added interim analysis for efficacy and futility section. DMC responsibilities in SUSARs (Serious Unexpected Serious Adverse Reactions), basket trials, umbrella trials, dynamic treatment strategies /SMART trials, pragmatic trials, biosimilar trials, companion diagnostics, etc. DMC responsibilities for data quality and fraud detection (Fraud Recovery Plan) Use of patient reported outcomes of safety Use of meta analysis and data outside the trial New ideas for training and compensation of DMC members ? Jay Herson is Senior Associate, Biostatistics, Johns Hopkins Bloomberg School of Public Health where he teaches courses on clinical trials and drug development based on his many years experience in clinical trials in academia and the pharmaceutical industry. ? ? ? ? ? ? ? ? ? ? ? ? ?

Responsible Research

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Author :
Publisher : National Academies Press
ISBN 13 : 0309084881
Total Pages : 313 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis Responsible Research by : Institute of Medicine

Download or read book Responsible Research written by Institute of Medicine and published by National Academies Press. This book was released on 2003-02-06 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: When 18-year-old Jesse Gelsinger died in a gene transfer study at the University of Pennsylvania, the national spotlight focused on the procedures used to ensure research participants' safety and their capacity to safeguard the well-being of those who volunteer for research studies. Responsible Research outlines a three-pronged approach to ensure the protection of every participant through the establishment of effective Human Research Participant Protection Programs (HRPPPs). The approach includes: Improved research review processes, Recognition and integration of research participants' contributions to the system, and Vigilant maintenance of HRPPP performance. Issues addressed in the book include the need for in-depth, complimentary reviews of science, ethics, and conflict of interest reviews; desired qualifications for investigators and reviewers; the process of informed consent; federal and institutional oversight; and the role of accreditation. Recommendations for areas of key interest include suggestions for legislative approaches, compensation for research-related injury, and the refocusing of the mission of institutional review boards. Responsible Research will be important to anyone interested in the issues that are relevant to the practice of using human subjects as research participants, but especially so to policy makers, research administrators, investigators, and research sponsorsâ€"but also including volunteers who may agree to serve as research participants.

Sharing Clinical Trial Data

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Author :
Publisher : National Academies Press
ISBN 13 : 0309316324
Total Pages : 304 pages
Book Rating : 4.3/5 (93 download)

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Book Synopsis Sharing Clinical Trial Data by : Institute of Medicine

Download or read book Sharing Clinical Trial Data written by Institute of Medicine and published by National Academies Press. This book was released on 2015-04-20 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data sharing can accelerate new discoveries by avoiding duplicative trials, stimulating new ideas for research, and enabling the maximal scientific knowledge and benefits to be gained from the efforts of clinical trial participants and investigators. At the same time, sharing clinical trial data presents risks, burdens, and challenges. These include the need to protect the privacy and honor the consent of clinical trial participants; safeguard the legitimate economic interests of sponsors; and guard against invalid secondary analyses, which could undermine trust in clinical trials or otherwise harm public health. Sharing Clinical Trial Data presents activities and strategies for the responsible sharing of clinical trial data. With the goal of increasing scientific knowledge to lead to better therapies for patients, this book identifies guiding principles and makes recommendations to maximize the benefits and minimize risks. This report offers guidance on the types of clinical trial data available at different points in the process, the points in the process at which each type of data should be shared, methods for sharing data, what groups should have access to data, and future knowledge and infrastructure needs. Responsible sharing of clinical trial data will allow other investigators to replicate published findings and carry out additional analyses, strengthen the evidence base for regulatory and clinical decisions, and increase the scientific knowledge gained from investments by the funders of clinical trials. The recommendations of Sharing Clinical Trial Data will be useful both now and well into the future as improved sharing of data leads to a stronger evidence base for treatment. This book will be of interest to stakeholders across the spectrum of research--from funders, to researchers, to journals, to physicians, and ultimately, to patients.

The Data Safety Monitoring Board - Module A

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Author :
Publisher : Kalman Dubov
ISBN 13 :
Total Pages : pages
Book Rating : 4./5 ( download)

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Book Synopsis The Data Safety Monitoring Board - Module A by : Kalman Dubov

Download or read book The Data Safety Monitoring Board - Module A written by Kalman Dubov and published by Kalman Dubov. This book was released on 2022-01-09 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: A key function during clinical trials is the Data Safety Monitoring Board (DSMB). The board is composed of several experts who review the investigational trial and receive unblinded data from the clinical investigator as well as the study sponsor. The unblinded data can be reviewed to determine if an adverse event is relevant to the study. The DSMB has the authority, if necessary, to stop the study at an appropriate juncture. There are two modules that present the concept of the DSMB, with specific detail related to investigational studies where the establishment of the DSMB is warranted. The key factor of reviewing an adverse event at an investigational site allows the DSMB to assess the risks in the study. The DSMB is established by charter detailing the scope of the board's authority, the composition of its members, how often the board will meet, and the types of meetings the board will conduct. In addition, the board must be grounded in the design types of studies so they are appreciative of the way the investigational trial will be conducted. Module B continues with different phases of clinical trials, with a key discussion of the study types where a DSMB is mandated. the board must also be aware of the FDA's recall system since it may affect the ongoing investigational trial. The review continues with the types of meetings undertaken by the DSMB, to include information obtained from the Department of Defense Research Monitor who may be a DSMB voting member. The module then reviews the specific actions the DSMB may take during the study, with practical recommendations the board should consider during its meetings. A critical aspect of the board's responsibility is its communication with the institutional review board (IRB (whether a specific IRB or a multiplicity of different IRBs. While the IRB does not receive unblinded data, the DSMB only receives unblinded data, so that communication with the IRB, by necessity, is restricted to data that can be shared with the IRB. However, if the DSMB stops a study, the IRB must be notified immediately so that the study's approval can be withdrawn. The scope of the duties of the DSMB is to provide the members with key data so as to protect the study subjects and ensure the trial is conducted in an optimal manner.

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."

Data Monitoring Committees in Clinical Trials

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119512654
Total Pages : 490 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Data Monitoring Committees in Clinical Trials by : Susan S. Ellenberg

Download or read book Data Monitoring Committees in Clinical Trials written by Susan S. Ellenberg and published by John Wiley & Sons. This book was released on 2019-04-01 with total page 490 pages. Available in PDF, EPUB and Kindle. Book excerpt: ­The authoritative guide for Data Monitoring Committees—fully revised and updated The number of clinical trials sponsored by government agencies and pharmaceutical companies has grown in recent years, prompting an increased need for interim monitoring of data on safety and efficacy. Data Monitoring Committees (DMCs) are an essential component of many clinical trials, safeguarding trial participants and protecting the credibility and validity of the study. Data Monitoring Committees in Clinical Trials: A Practical Perspective, 2nd Edition offers practical advice for those managing and conducting clinical trials and serving on Data Monitoring Committees, providing a practical overview of the establishment, purpose, and responsibilities of these committees. Examination of topics such as the composition and independence of DMCs, statistical, philosophical and ethical considerations, and determining when a DMC is needed, presents readers with a comprehensive foundational knowledge of clinical trial oversight. Providing recent examples to illustrate DMC principles, this fully-updated guide reflects current developments and practices in clinical trial oversight and offers expanded coverage of emerging issues and challenges in the field. This new second edition covers the most current information on DMC policies, issues in monitoring trials using new designs, and recent trial publications relevant to DMC decision-making. • Presents practical advice for those managing and conducting clinical trials and serving on Data Monitoring Committees • Illustrates the types of challenging issues Data Monitoring Committees face in practical situations • Provides updated and expanded coverage of topics including regulatory and funding agency guidelines and trial designs and their associated demands and limitations • Includes a new chapter addressing legal issues that affect DMC members and discusses general litigation concerns relevant to clinical research • Expands treatment of current journal publications addressing DMC issues Data Monitoring Committees in Clinical Trials: A Practical Perspective, 2nd Edition is a must-have text for anyone engaged in DMC activities as well as trial sponsors, clinical trial researchers, regulatory and bioethics professionals, and those associated with clinical trials in academic, government and industry settings.

Fundamentals of Clinical Trials

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 9780387985862
Total Pages : 384 pages
Book Rating : 4.9/5 (858 download)

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Book Synopsis Fundamentals of Clinical Trials by : Lawrence M. Friedman

Download or read book Fundamentals of Clinical Trials written by Lawrence M. Friedman and published by Springer Science & Business Media. This book was released on 1998 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: This classic reference, now updated with the newest applications and results, addresses the fundamentals of such trials based on sound scientific methodology, statistical principles, and years of accumulated experience by the three authors.

Ethical Conduct of Clinical Research Involving Children

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Author :
Publisher : National Academies Press
ISBN 13 : 0309133386
Total Pages : 445 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Ethical Conduct of Clinical Research Involving Children by : Institute of Medicine

Download or read book Ethical Conduct of Clinical Research Involving Children written by Institute of Medicine and published by National Academies Press. This book was released on 2004-07-09 with total page 445 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent decades, advances in biomedical research have helped save or lengthen the lives of children around the world. With improved therapies, child and adolescent mortality rates have decreased significantly in the last half century. Despite these advances, pediatricians and others argue that children have not shared equally with adults in biomedical advances. Even though we want children to benefit from the dramatic and accelerating rate of progress in medical care that has been fueled by scientific research, we do not want to place children at risk of being harmed by participating in clinical studies. Ethical Conduct of Clinical Research Involving Children considers the necessities and challenges of this type of research and reviews the ethical and legal standards for conducting it. It also considers problems with the interpretation and application of these standards and conduct, concluding that while children should not be excluded from potentially beneficial clinical studies, some research that is ethically permissible for adults is not acceptable for children, who usually do not have the legal capacity or maturity to make informed decisions about research participation. The book looks at the need for appropriate pediatric expertise at all stages of the design, review, and conduct of a research project to effectively implement policies to protect children. It argues persuasively that a robust system for protecting human research participants in general is a necessary foundation for protecting child research participants in particular.

Clinical Trials

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Author :
Publisher : Springer Nature
ISBN 13 : 3030354881
Total Pages : 254 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Clinical Trials by : Timothy M. Pawlik

Download or read book Clinical Trials written by Timothy M. Pawlik and published by Springer Nature. This book was released on 2020-03-10 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: This extensively revised second edition is a unique and portable handbook focusing on clinical trials in surgery. It includes new educational materials addressing the rapid evolution of novel research methodologies in basic science, clinical and educational research. The underlying principles of clinical trials, trial design, the development of a study cohort, statistics, data safety, data monitoring, and trial publication for device and drug trials are also discussed. Clinical Trials provides a comprehensive resource on clinical trials in surgery and describes all the stages of a clinical trial from generating a hypothesis through to trial publication and is a valuable resource for all practicing and trainee academic surgeons.

Clinical Trials Design in Operative and Non Operative Invasive Procedures

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Author :
Publisher : Springer
ISBN 13 : 3319538772
Total Pages : 495 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Clinical Trials Design in Operative and Non Operative Invasive Procedures by : Kamal M.F. Itani

Download or read book Clinical Trials Design in Operative and Non Operative Invasive Procedures written by Kamal M.F. Itani and published by Springer. This book was released on 2017-05-16 with total page 495 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of this text is to provide the framework for building a clinical trial as it pertains to operative and non operative invasive procedures, how to get it funded and how to conduct such a trial up to publication of results The text provides all details of building a scientifically and ethically valid proposal, including how to build the infrastructure for a clinical trial and how to move it forward through various funding agencies. The text also presents various types of clinical trials, the use of implantable devices and FDA requirements, and adjuncts to clinical trials and interaction with industry Clinical Trials Design in Invasive Operative and Non Operative Procedures will be of interest to all specialists of surgery, anesthesiologists, interventional radiologists, gastroenterologists, cardiologists, and pulmonologists

The Data Safety Monitoring Board - Module B

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Author :
Publisher : Kalman Dubov
ISBN 13 :
Total Pages : pages
Book Rating : 4./5 ( download)

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Book Synopsis The Data Safety Monitoring Board - Module B by : Kalman Dubov

Download or read book The Data Safety Monitoring Board - Module B written by Kalman Dubov and published by Kalman Dubov. This book was released on with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: A key function during clinical trials is the Data Safety Monitoring Board (DSMB). The board is composed of several experts who review the investigational trial and receive unblinded data from the clinical investigator as well as the study sponsor. The unblinded data can be reviewed to determine if an adverse event is relevant to the study. The DSMB has the authority, if necessary, to stop the study at an appropriate juncture. There are two modules that present the concept of the DSMB, with specific detail related to investigational studies where the establishment of the DSMB is warranted. The key factor of reviewing an adverse event at an investigational site allows the DSMB to assess the risks in the study. The DSMB is established by charter detailing the scope of the board's authority, the composition of its members, how often the board will meet, and the types of meetings the board will conduct. In addition, the board must be grounded in the design types of studies so they are appreciative of the way the investigational trial will be conducted. Module B continues with different phases of clinical trials, with a key discussion of the study types where a DSMB is mandated. the board must also be aware of the FDA's recall system since it may affect the ongoing investigational trial. The review continues with the types of meetings undertaken by the DSMB, to include information obtained from the Department of Defense Research Monitor who may be a DSMB voting member. The module then reviews the specific actions the DSMB may take during the study, with practical recommendations the board should consider during its meetings. A critical aspect of the board's responsibility is its communication with the institutional review board (IRB (whether a specific IRB or a multiplicity of different IRBs. While the IRB does not receive unblinded data, the DSMB only receives unblinded data, so that communication with the IRB, by necessity, is restricted to data that can be shared with the IRB. However, if the DSMB stops a study, the IRB must be notified immediately so that the study's approval can be withdrawn. The scope of the duties of the DSMB is to provide the members with key data so as to protect the study subjects and ensure the trial is conducted in an optimal manner.

Transforming Clinical Research in the United States

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Author :
Publisher : National Academies Press
ISBN 13 : 0309163358
Total Pages : 151 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Transforming Clinical Research in the United States by : Institute of Medicine

Download or read book Transforming Clinical Research in the United States written by Institute of Medicine and published by National Academies Press. This book was released on 2010-10-22 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: An ideal health care system relies on efficiently generating timely, accurate evidence to deliver on its promise of diminishing the divide between clinical practice and research. There are growing indications, however, that the current health care system and the clinical research that guides medical decisions in the United States falls far short of this vision. The process of generating medical evidence through clinical trials in the United States is expensive and lengthy, includes a number of regulatory hurdles, and is based on a limited infrastructure. The link between clinical research and medical progress is also frequently misunderstood or unsupported by both patients and providers. The focus of clinical research changes as diseases emerge and new treatments create cures for old conditions. As diseases evolve, the ultimate goal remains to speed new and improved medical treatments to patients throughout the world. To keep pace with rapidly changing health care demands, clinical research resources need to be organized and on hand to address the numerous health care questions that continually emerge. Improving the overall capacity of the clinical research enterprise will depend on ensuring that there is an adequate infrastructure in place to support the investigators who conduct research, the patients with real diseases who volunteer to participate in experimental research, and the institutions that organize and carry out the trials. To address these issues and better understand the current state of clinical research in the United States, the Institute of Medicine's (IOM) Forum on Drug Discovery, Development, and Translation held a 2-day workshop entitled Transforming Clinical Research in the United States. The workshop, summarized in this volume, laid the foundation for a broader initiative of the Forum addressing different aspects of clinical research. Future Forum plans include further examining regulatory, administrative, and structural barriers to the effective conduct of clinical research; developing a vision for a stable, continuously funded clinical research infrastructure in the United States; and considering strategies and collaborative activities to facilitate more robust public engagement in the clinical research enterprise.

The Prevention and Treatment of Missing Data in Clinical Trials

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Author :
Publisher : National Academies Press
ISBN 13 : 030918651X
Total Pages : 163 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis The Prevention and Treatment of Missing Data in Clinical Trials by : National Research Council

Download or read book The Prevention and Treatment of Missing Data in Clinical Trials written by National Research Council and published by National Academies Press. This book was released on 2010-12-21 with total page 163 pages. Available in PDF, EPUB and Kindle. Book excerpt: Randomized clinical trials are the primary tool for evaluating new medical interventions. Randomization provides for a fair comparison between treatment and control groups, balancing out, on average, distributions of known and unknown factors among the participants. Unfortunately, these studies often lack a substantial percentage of data. This missing data reduces the benefit provided by the randomization and introduces potential biases in the comparison of the treatment groups. Missing data can arise for a variety of reasons, including the inability or unwillingness of participants to meet appointments for evaluation. And in some studies, some or all of data collection ceases when participants discontinue study treatment. Existing guidelines for the design and conduct of clinical trials, and the analysis of the resulting data, provide only limited advice on how to handle missing data. Thus, approaches to the analysis of data with an appreciable amount of missing values tend to be ad hoc and variable. The Prevention and Treatment of Missing Data in Clinical Trials concludes that a more principled approach to design and analysis in the presence of missing data is both needed and possible. Such an approach needs to focus on two critical elements: (1) careful design and conduct to limit the amount and impact of missing data and (2) analysis that makes full use of information on all randomized participants and is based on careful attention to the assumptions about the nature of the missing data underlying estimates of treatment effects. In addition to the highest priority recommendations, the book offers more detailed recommendations on the conduct of clinical trials and techniques for analysis of trial data.