Download or read book Randomized Legal Experimentation written by Michael Abramowicz and published by . This book was released on 2015 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social scientists have performed and analyzed a number of randomized studies of policies, but the legal literature has not addressed whether and how the legal system should incorporate experimental methods. This Article identifies several benefits of randomized legal experimentation and argues that these benefits supports self-executing experiments, whose results would lead to policy changes agreed upon in advance. Randomized experiments can generate information, and self-execution can help ensure that this information affects the policy process. Such experiments may be easier to enact than other legal reforms, because each side of a policy debate may believe that an experiment is likely to support its cause. This Article argues that administrative law doctrine should be more deferential to agency decisions to perform such experiments than to enact policies without evidence from randomized experiments. The Article describes the advantages and limitations of randomization, and explores ethical and equality-based arguments against experimentation.
Download or read book Experimentation in the Law written by Federal Judicial Center. Advisory Committee on Experimentation in the Law and published by . This book was released on 1981 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Experiments in the Court written by Jacob Kopas and published by . This book was released on 2019 with total page 78 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although legal scholars have been utilizing experimental methodologies for over 60 years, they have only recently begun to design and implement field experiments, an empirical method in which subjects are randomly assigned treatments in natural settings. Field experiments are a powerful tool for identifying causal relationships, but relative to observational studies, where researchers gather data that already exist, field experiments can be problematic because they require the researcher to actively intervene in the subjects' lives. Because of these interventions, researchers and organizations running experiments must address a number of ethical concerns before and during their study. When field experiments take place in the court context, these ethical concerns become even more salient, because researchers must also take into account the legal implications of randomizing interventions in actual court cases. In this article, we explore the legal and ethical issues surrounding the use of court-based field experiments. It is the only assessment of its kind and should be a useful tool for researchers and organizations interested in conducting such projects, institutional review boards responsible for approving such studies, judges tasked with evaluating the reliability of data resulting from court-based field experimentation, and individuals considering legal action based on experimental results.
Download or read book Randomizing Law written by Michael Abramowicz and published by . This book was released on 2010 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Governments should embrace randomized trials to estimate the efficacy of different laws and regulations. Just as random assignment of treatments is the most powerful method of testing for the causal impact of pharmaceuticals, randomly assigning individuals or firms to different legal rules can help resolve uncertainty about the consequential impacts of law. We explain why randomized testing is likely to produce better information than nonrandom evaluation of legal policies and offer guidelines for conducting legal experimentation successfully, considering a variety of obstacles, including ethical ones. Randomization will not be useful for all policies, but once government gains better experience with randomization, administrative agencies should presumptively issue randomization impact statements justifying decisions to implement particular policies. Making the content of law partially contingent on the results of randomized trials will promote ex ante bipartisan agreements, as politicians with different empirical predictions will tend to think that the experiments will support their position.
Download or read book Experimentation in the Law written by Federal Judicial Center. Advisory Committee on Experimentation in the Law and published by . This book was released on 1981 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Running Randomized Evaluations written by Rachel Glennerster and published by Princeton University Press. This book was released on 2013-11-24 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive guide to running randomized impact evaluations of social programs in developing countries This book provides a comprehensive yet accessible guide to running randomized impact evaluations of social programs. Drawing on the experience of researchers at the Abdul Latif Jameel Poverty Action Lab, which has run hundreds of such evaluations in dozens of countries throughout the world, it offers practical insights on how to use this powerful technique, especially in resource-poor environments. This step-by-step guide explains why and when randomized evaluations are useful, in what situations they should be used, and how to prioritize different evaluation opportunities. It shows how to design and analyze studies that answer important questions while respecting the constraints of those working on and benefiting from the program being evaluated. The book gives concrete tips on issues such as improving the quality of a study despite tight budget constraints, and demonstrates how the results of randomized impact evaluations can inform policy. With its self-contained modules, this one-of-a-kind guide is easy to navigate. It also includes invaluable references and a checklist of the common pitfalls to avoid. Provides the most up-to-date guide to running randomized evaluations of social programs, especially in developing countries Offers practical tips on how to complete high-quality studies in even the most challenging environments Self-contained modules allow for easy reference and flexible teaching and learning Comprehensive yet nontechnical
Download or read book Randomized Control Trials in the United States Legal Profession written by D. James Greiner and published by . This book was released on 2016 with total page 17 pages. Available in PDF, EPUB and Kindle. Book excerpt: We assemble studies within a set that we label "randomized control trials ('RCTs') in the United States legal profession," projects that essentially consist of field experiments conducted for the purpose of obtaining knowledge in which randomization replaces a decision that would otherwise have been made by a member of the United States legal profession. We use our assembly of approximately fifty studies to begin addressing the question of why the United States legal profession, in contrast to the United States medical profession, has resisted the use of the RCT as a knowledge-generating device.
Download or read book Natural Experiments in the Social Sciences written by Thad Dunning and published by Cambridge University Press. This book was released on 2012-09-06 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first comprehensive guide to natural experiments, providing an ideal introduction for scholars and students.
Download or read book Randomized Field Experiments in Criminal Justice Agencies written by Richard O. Lempert and published by National Academies. This book was released on 1989 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Power of Experiments written by Michael Luca and published by MIT Press. This book was released on 2021-03-02 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: How tech companies like Google, Airbnb, StubHub, and Facebook learn from experiments in our data-driven world—an excellent primer on experimental and behavioral economics Have you logged into Facebook recently? Searched for something on Google? Chosen a movie on Netflix? If so, you've probably been an unwitting participant in a variety of experiments—also known as randomized controlled trials—designed to test the impact of different online experiences. Once an esoteric tool for academic research, the randomized controlled trial has gone mainstream. No tech company worth its salt (or its share price) would dare make major changes to its platform without first running experiments to understand how they would influence user behavior. In this book, Michael Luca and Max Bazerman explain the importance of experiments for decision making in a data-driven world. Luca and Bazerman describe the central role experiments play in the tech sector, drawing lessons and best practices from the experiences of such companies as StubHub, Alibaba, and Uber. Successful experiments can save companies money—eBay, for example, discovered how to cut $50 million from its yearly advertising budget—or bring to light something previously ignored, as when Airbnb was forced to confront rampant discrimination by its hosts. Moving beyond tech, Luca and Bazerman consider experimenting for the social good—different ways that governments are using experiments to influence or “nudge” behavior ranging from voter apathy to school absenteeism. Experiments, they argue, are part of any leader's toolkit. With this book, readers can become part of “the experimental revolution.”
Download or read book Randomistas written by Andrew Leigh and published by Yale University Press. This book was released on 2018-07-24 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: A fascinating account of how radical researchers have used experiments to overturn conventional wisdom and shaped life as we know it Experiments have consistently been used in the hard sciences, but in recent decades social scientists have adopted the practice. Randomized trials have been used to design policies to increase educational attainment, lower crime rates, elevate employment rates, and improve living standards among the poor. This book tells the stories of radical researchers who have used experiments to overturn conventional wisdom. From finding the cure for scurvy to discovering what policies really improve literacy rates, Leigh shows how randomistas have shaped life as we know it. Written in a “Gladwell-esque” style, this book provides a fascinating account of key randomized control trial studies from across the globe and the challenges that randomistas have faced in getting their studies accepted and their findings implemented. In telling these stories, Leigh draws out key lessons learned and shows the most effective way to conduct these trials.
Download or read book ILAR News written by and published by . This book was released on 1972 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Understanding and Controlling Crime written by David P. Farrington and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: In 1982 the John D. and Catherine T. MacArthur Foundation created a small committee-the Justice Program Study Group (whose membership is listed at the end ofthis preface)-and posed to it what can hardly be regarded as an easy ques tion: "What ideas, what concepts, what basic intellectual frameworks are lack ing" to understand and to more effectively deal with crime in our society? Those who are acquainted with the work of the members of the Study Group will appreciate how many divergent views were expressed-divergent to the degree that some of us came to the conclusion that we were not a Study Group at all but rather a group being studied, an odd collection of ancient experimental animals serving some dark purpose of the Foundation. Eventually, however, a surprisingly strong concurrence emerged. We found we were impressed by the extent to which in our discussions we placed heavy reliance on the products of two types of research: first, those few longitudinal studies related to juvenile delinquency and crime that had been pursued in this country and, second, a few experimental studies that had sought to measure the consequences of different official interventions in criminal careers. These two research strategies had taught us much about crime and its control. Other strategies-case studies, cross-sectional surveys, participant observations, and similar techniques-had indeed been productive, but it was the longitudinal and experimental designs that firmed up the knowledge that the others helped to discover.
Download or read book Trustworthy Online Controlled Experiments written by Ron Kohavi and published by Cambridge University Press. This book was released on 2020-04-02 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: Getting numbers is easy; getting numbers you can trust is hard. This practical guide by experimentation leaders at Google, LinkedIn, and Microsoft will teach you how to accelerate innovation using trustworthy online controlled experiments, or A/B tests. Based on practical experiences at companies that each run more than 20,000 controlled experiments a year, the authors share examples, pitfalls, and advice for students and industry professionals getting started with experiments, plus deeper dives into advanced topics for practitioners who want to improve the way they make data-driven decisions. Learn how to • Use the scientific method to evaluate hypotheses using controlled experiments • Define key metrics and ideally an Overall Evaluation Criterion • Test for trustworthiness of the results and alert experimenters to violated assumptions • Build a scalable platform that lowers the marginal cost of experiments close to zero • Avoid pitfalls like carryover effects and Twyman's law • Understand how statistical issues play out in practice.
Download or read book Implementing Randomized Field Trials in Education written by National Research Council and published by National Academies Press. This book was released on 2004-04-21 with total page 62 pages. Available in PDF, EPUB and Kindle. Book excerpt: The central idea of evidence-based education-that education policy and practice ought to be fashioned based on what is known from rigorous research-offers a compelling way to approach reform efforts. Recent federal trends reflect a growing enthusiasm for such change. Most visibly, the 2002 No Child Left Behind Act requires that "scientifically based [education] research" drive the use of federal education funds at the state and local levels. This emphasis is also reflected in a number of government and nongovernment initiatives across the country. As consensus builds around the goals of evidence-based education, consideration of what it will take to make it a reality becomes the crucial next step. In this context, the Center for Education of the National Research Council (NRC) has undertaken a series of activities to address issues related to the quality of scientific education research. In 2002, the NRC released Scientific Research in Education (National Research Council, 2002), a report designed to articulate the nature of scientific education research and to guide efforts aimed at improving its quality. Building on this work, the Committee on Research in Education was convened to advance an improved understanding of a scientific approach to addressing education problems; to engage the field of education research in action-oriented dialogue about how to further the accumulation of scientific knowledge; and to coordinate, support, and promote cross-fertilization among NRC efforts in education research. The main locus of activity undertaken to meet these objectives was a year-long series of workshops. This report is a summary of the third workshop in the series, on the implementation and implications of randomized field trials in education.
Download or read book Experimental Criminology written by Brandon C. Welsh and published by Cambridge University Press. This book was released on 2013-09-09 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: Experimental criminology is a part of a larger and increasingly expanding scientific research and evidence-based movement in social policy. The essays in this volume report on new and innovative contributions that experimental criminology is making to basic scientific knowledge and public policy. Contributors explore cutting-edge experimental and quasi-experimental methods and their application to important and topical issues in criminology and criminal justice, including neurological predictors of violence, peer influence on delinquency, routine activities and capable guardianship, early childhood prevention programs, hot spots policing, and correctional treatment for juvenile and adult offenders. It is the first book to examine the full scope of experimental criminology, from experimental tests - in the field and in the laboratory - of criminological theories and concepts to experimental and quasi-experimental evaluations of crime prevention and criminal justice interventions.
Download or read book Advances in Experimental Political Science written by James N. Druckman and published by Cambridge University Press. This book was released on 2021-04 with total page 671 pages. Available in PDF, EPUB and Kindle. Book excerpt: Novel collection of essays addressing contemporary trends in political science, covering a broad array of methodological and substantive topics.
