Science Evidence And Inference In Education

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 030907570X
Total Pages : 45 pages
Book Rating : 4.01/5 ( download)

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Download or read book Science, Evidence, and Inference in Education written by National Research Council and published by National Academies Press. This book was released on 2001-06-23 with total page 45 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research on education has come into the political spotlight as the demand grows for reliable and credible information for the guidance of policy and practice in the education reform environment. Many debates among the education research community feature questions concerning the nature of evidence and these questions have also appeared in broader policy and practice arenas. Inquiry has generally, over the past years, created bodies of scientific knowledge that have profound implications for education. Dramatic advances in understanding how people learn, how young children acquire early reading skills, and how to design and evaluate educational and psychological measurements is a good example of this. However, the highly contextualized nature of education and the wide range of disciplinary perspectives that rely on it have made the identification of reducible, generalizable principles difficult and slow to achieve. Due to this, the U.S. Department of Education's National Educational Research Policy and Priorities Board (NERPPB) has asked the NRC to establish a study committee to consider the scientific underpinnings of research in education. The committee consists of members with expertise in statistics, psychology, sociology, anthropology, philosophy of science, history of education, economics, chemistry, biology, and education practice. The committee worked with the three questions in mind: What are the principles of scientific quality in education research?, How can research-based knowledge in education cumulate?, and How can a federal research agency promote and protect scientific quality in the education research it supports?. A workshop was held on March 7-8, 2001 that was organized into three main sessions: Supporting Scientific Quality at the Federal level, The Interface of Research and Practice in Education, and Evidence and Inference. Science, Evidence, and Inference in Education: Report of a Workshop summarizes this workshop through these three ideas. The report also includes what the committee plans to do next, the workshop agenda, and information on the workshop's participants and speakers.

Author : Richard J. Murnane
Publisher : Oxford University Press
ISBN 13 : 0199890153
Total Pages : 416 pages
Book Rating : 4.56/5 ( download)

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Download or read book Methods Matter written by Richard J. Murnane and published by Oxford University Press. This book was released on 2010-09-17 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Educational policy-makers around the world constantly make decisions about how to use scarce resources to improve the education of children. Unfortunately, their decisions are rarely informed by evidence on the consequences of these initiatives in other settings. Nor are decisions typically accompanied by well-formulated plans to evaluate their causal impacts. As a result, knowledge about what works in different situations has been very slow to accumulate. Over the last several decades, advances in research methodology, administrative record keeping, and statistical software have dramatically increased the potential for researchers to conduct compelling evaluations of the causal impacts of educational interventions, and the number of well-designed studies is growing. Written in clear, concise prose, Methods Matter: Improving Causal Inference in Educational and Social Science Research offers essential guidance for those who evaluate educational policies. Using numerous examples of high-quality studies that have evaluated the causal impacts of important educational interventions, the authors go beyond the simple presentation of new analytical methods to discuss the controversies surrounding each study, and provide heuristic explanations that are also broadly accessible. Murnane and Willett offer strong methodological insights on causal inference, while also examining the consequences of a wide variety of educational policies implemented in the U.S. and abroad. Representing a unique contribution to the literature surrounding educational research, this landmark text will be invaluable for students and researchers in education and public policy, as well as those interested in social science.

Author : Philip C. Short
Publisher : IAP
ISBN 13 : 1648027997
Total Pages : 487 pages
Book Rating : 4.94/5 ( download)

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Download or read book Age of Inference written by Philip C. Short and published by IAP. This book was released on 2021-12-01 with total page 487 pages. Available in PDF, EPUB and Kindle. Book excerpt: In an age where we are inundated with information, the ability to discern verifiable information to make proper decisions and solve problems is ever more critical. Modern science, which espouses a systematic approach to making “inferences,” requires a certain mindset that allows for a degree of comfort with uncertainty. This book offers inspirations and ideas for cultivating the proper mindset for the studying, teaching, and practicing of science that will be useful for those new to as well as familiar with the field. Although a paradigm shift from traditional instruction is suggested in the National Framework for K-12 science, this volume is intended to help educators develop a personal mental framework in which to transition from a teacher-centered, didactical approach to a student-centered, evidence-guided curriculum. While the topics of the book derive from currently published literature on STEM education as they relate to the National Framework for K-12 Science and the Three-Dimensional science instruction embedded in the Next Generation Science Standards, this book also examines these topics in the context of a new societal age posited as the “Age of Inference” and addresses how to make sense of the ever-increasing deluge of information that we are experiencing by having a scientific and properly discerning mindset. ENDORSEMENTS: "This volume takes on one of the thorniest existential problems of our time, the contradiction between the exponentially growing amount of information that individuals have access to, and the diminished capacity of those individuals to understand it. Its chapters provide the reader with an introduction to the relationship between knowledge, science, and inference; needed new approaches to learning science in our new data rich world; and a discussion of what we can and must do to reduce or eliminate the growing gap between the inference have’s and have nots. It is not too much to say that how we resolve the issues outlined in this volume will determine the future of our species on this planet." — Joseph L. Graves Jr., Professor of Biological Sciences North Carolina A&T State University, Fellow, American Association for the Advancement of Science: Biological Sciences, Author of: The Emperor’s New Clothes: Biological Theories of Race at the Millennium "Big data is not enough for addressing dangers to the environment or tackling threats to democracy; we need the ability to draw sound inferences from the data. Cultivating a scientific mindset requires fundamental changes to the way we teach and learn. This important and well -written volume shows how." — Ashok Goel, Professor of Computer Science and Human Centered Computing, Georgia Institute of Technology. Editor of AI Magazine Founding Editor of AAAI’s Interactive AI Magazine "If you are a science teacher concerned about the implications of information overload, analysis paralysis, and intellectual complacency on our health, economic future, and democracy, then I recommend this book." — Michael Svec, Professor for Physics and Astronomy Education, Furman University, Fulbright Scholar to Czech Republic

Author : David R. Anderson
Publisher : Springer Science & Business Media
ISBN 13 : 0387740759
Total Pages : 203 pages
Book Rating : 4.51/5 ( download)

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Download or read book Model Based Inference in the Life Sciences written by David R. Anderson and published by Springer Science & Business Media. This book was released on 2007-12-22 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook introduces a science philosophy called "information theoretic" based on Kullback-Leibler information theory. It focuses on a science philosophy based on "multiple working hypotheses" and statistical models to represent them. The text is written for people new to the information-theoretic approaches to statistical inference, whether graduate students, post-docs, or professionals. Readers are however expected to have a background in general statistical principles, regression analysis, and some exposure to likelihood methods. This is not an elementary text as it assumes reasonable competence in modeling and parameter estimation.

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309133092
Total Pages : 204 pages
Book Rating : 4.98/5 ( download)

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Download or read book Scientific Research in Education written by National Research Council and published by National Academies Press. This book was released on 2002-03-28 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: Researchers, historians, and philosophers of science have debated the nature of scientific research in education for more than 100 years. Recent enthusiasm for "evidence-based" policy and practice in educationâ€"now codified in the federal law that authorizes the bulk of elementary and secondary education programsâ€"have brought a new sense of urgency to understanding the ways in which the basic tenets of science manifest in the study of teaching, learning, and schooling. Scientific Research in Education describes the similarities and differences between scientific inquiry in education and scientific inquiry in other fields and disciplines and provides a number of examples to illustrate these ideas. Its main argument is that all scientific endeavors share a common set of principles, and that each fieldâ€"including education researchâ€"develops a specialization that accounts for the particulars of what is being studied. The book also provides suggestions for how the federal government can best support high-quality scientific research in education.

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309064767
Total Pages : 223 pages
Book Rating : 4.67/5 ( download)

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Download or read book Inquiry and the National Science Education Standards written by National Research Council and published by National Academies Press. This book was released on 2000-05-03 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: Humans, especially children, are naturally curious. Yet, people often balk at the thought of learning scienceâ€"the "eyes glazed over" syndrome. Teachers may find teaching science a major challenge in an era when science ranges from the hardly imaginable quark to the distant, blazing quasar. Inquiry and the National Science Education Standards is the book that educators have been waiting forâ€"a practical guide to teaching inquiry and teaching through inquiry, as recommended by the National Science Education Standards. This will be an important resource for educators who must help school boards, parents, and teachers understand "why we can't teach the way we used to." "Inquiry" refers to the diverse ways in which scientists study the natural world and in which students grasp science knowledge and the methods by which that knowledge is produced. This book explains and illustrates how inquiry helps students learn science content, master how to do science, and understand the nature of science. This book explores the dimensions of teaching and learning science as inquiry for K-12 students across a range of science topics. Detailed examples help clarify when teachers should use the inquiry-based approach and how much structure, guidance, and coaching they should provide. The book dispels myths that may have discouraged educators from the inquiry-based approach and illuminates the subtle interplay between concepts, processes, and science as it is experienced in the classroom. Inquiry and the National Science Education Standards shows how to bring the standards to life, with features such as classroom vignettes exploring different kinds of inquiries for elementary, middle, and high school and Frequently Asked Questions for teachers, responding to common concerns such as obtaining teaching supplies. Turning to assessment, the committee discusses why assessment is important, looks at existing schemes and formats, and addresses how to involve students in assessing their own learning achievements. In addition, this book discusses administrative assistance, communication with parents, appropriate teacher evaluation, and other avenues to promoting and supporting this new teaching paradigm.

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309133831
Total Pages : 404 pages
Book Rating : 4.38/5 ( download)

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Download or read book Taking Science to School written by National Research Council and published by National Academies Press. This book was released on 2007-04-16 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is science for a child? How do children learn about science and how to do science? Drawing on a vast array of work from neuroscience to classroom observation, Taking Science to School provides a comprehensive picture of what we know about teaching and learning science from kindergarten through eighth grade. By looking at a broad range of questions, this book provides a basic foundation for guiding science teaching and supporting students in their learning. Taking Science to School answers such questions as: When do children begin to learn about science? Are there critical stages in a child's development of such scientific concepts as mass or animate objects? What role does nonschool learning play in children's knowledge of science? How can science education capitalize on children's natural curiosity? What are the best tasks for books, lectures, and hands-on learning? How can teachers be taught to teach science? The book also provides a detailed examination of how we know what we know about children's learning of scienceâ€"about the role of research and evidence. This book will be an essential resource for everyone involved in K-8 science educationâ€"teachers, principals, boards of education, teacher education providers and accreditors, education researchers, federal education agencies, and state and federal policy makers. It will also be a useful guide for parents and others interested in how children learn.

Author : Barbara Davidson
Publisher : John Catt
ISBN 13 : 1915361184
Total Pages : 120 pages
Book Rating : 4.89/5 ( download)

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Download or read book Follow the Science to School: Evidence-based Practices for Elementary Education written by Barbara Davidson and published by John Catt. This book was released on 2022-03-21 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt: “Follow the science.” How often have you picked up an education book to read how, according to the authors, the system is broken, failing, and flailing—but their ideas for fixing it will bring about a miraculous transformation? That’s not the approach of this volume. Sure, the editors believe that our system of education could achieve significantly better results. But they also recognize that schools have gotten better over time. One explanation is the progress schools have made in “following the science”. Especially in early reading and math instruction, scholars know more now about what works than we did in the past, and more schools are putting that knowledge into practice. Now, in the wake of a horrific pandemic, even the best elementary schools are struggling to help their students get their momentum back again. In this book, the editors share high-quality syntheses of evidence and insights from leading educators, academics, and other experts. And they communicate those findings in user-friendly language, with an understanding of the real-world complexities of schools and classrooms.

Author : Thomas O'Brien
Publisher : NSTA Press
ISBN 13 : 1936137496
Total Pages : 361 pages
Book Rating : 4.97/5 ( download)

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Download or read book More Brain-powered Science written by Thomas O'Brien and published by NSTA Press. This book was released on 2011 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: Author Thomas OOCOBrien uses 20 inquiry-oriented discrepant eventsOCohands-on explorations or demonstrations in which the outcomes are not what students expectOCoto challenge studentsOCO preconceived ideas and urge them to critically examine the empirical evidence, draw logical inferences, and skeptically review their initial explanations with their peers. ItOCOs the perfect dual-purpose activity book for science teachers who aim to motivate their students while expanding their own scientific understanding."

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309256925
Total Pages : 110 pages
Book Rating : 4.26/5 ( download)

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Download or read book Thinking Evolutionarily written by National Research Council and published by National Academies Press. This book was released on 2012-05-31 with total page 110 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evolution is the central unifying theme of biology. Yet today, more than a century and a half after Charles Darwin proposed the idea of evolution through natural selection, the topic is often relegated to a handful of chapters in textbooks and a few class sessions in introductory biology courses, if covered at all. In recent years, a movement has been gaining momentum that is aimed at radically changing this situation. On October 25-26, 2011, the Board on Life Sciences of the National Research Council and the National Academy of Sciences held a national convocation in Washington, DC, to explore the many issues associated with teaching evolution across the curriculum. Thinking Evolutionarily: Evolution Education Across the Life Sciences: Summary of a Convocation summarizes the goals, presentations, and discussions of the convocation. The goals were to articulate issues, showcase resources that are currently available or under development, and begin to develop a strategic plan for engaging all of the sectors represented at the convocation in future work to make evolution a central focus of all courses in the life sciences, and especially into introductory biology courses at the college and high school levels, though participants also discussed learning in earlier grades and life-long learning. Thinking Evolutionarily: Evolution Education Across the Life Sciences: Summary of a Convocation covers the broader issues associated with learning about the nature, processes, and limits of science, since understanding evolutionary science requires a more general appreciation of how science works. This report explains the major themes that recurred throughout the convocation, including the structure and content of curricula, the processes of teaching and learning about evolution, the tensions that can arise in the classroom, and the target audiences for evolution education.