Teaching Statistics And Quantitative Methods In The 21st Century

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Teaching Statistics and Quantitative Methods in the 21st Century

Author : Joseph Lee Rodgers
Publisher : Routledge
ISBN 13 : 0429810210
Total Pages : 296 pages
Book Rating : 4.4/5 (298 download)

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Book Synopsis Teaching Statistics and Quantitative Methods in the 21st Century by : Joseph Lee Rodgers

Download or read book Teaching Statistics and Quantitative Methods in the 21st Century written by Joseph Lee Rodgers and published by Routledge. This book was released on 2020-07-14 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work, which provides a guide for revising and expanding statistical and quantitative methods pedagogy, is useful for novice and seasoned instructors at both undergraduate and graduate levels, inspiring them to use transformative approaches to train students as future researchers. Is it time for a radical revision in our pedagogical orientation? How are we currently teaching introductory statistics and quantitative methods, and how should we teach them? What innovations are used, what is in development? This ground-breaking edited volume addresses these questions and more, providing cutting-edge guidance from highly accomplished teachers. Many current textbooks and syllabi differ in only superficial ways from those used 50 years ago, yet the field of quantitative methods—and its relationship to the research enterprise—has expanded in many important ways. A philosophical axiom underlying this book is that introductory teaching should prepare students to potentially enter more advanced quantitative methods training and ultimately to become accomplished researchers. The reader is introduced to classroom innovation, and to both pragmatic and philosophical challenges to the status quo, motivating a broad revolution in how introductory statistics and quantitative methods are taught. Designed to update and renovate statistical pedagogy, this material will stimulate students, new instructors, and experienced teachers.

Topics and Trends in Current Statistics Education Research

Author : Gail Burrill
Publisher : Springer
ISBN 13 : 3030034720
Total Pages : 422 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Topics and Trends in Current Statistics Education Research by : Gail Burrill

Download or read book Topics and Trends in Current Statistics Education Research written by Gail Burrill and published by Springer. This book was released on 2018-12-29 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on international research in statistics education, providing a solid understanding of the challenges in learning statistics. It presents the teaching and learning of statistics in various contexts, including designed settings for young children, students in formal schooling, tertiary level students, and teacher professional development. The book describes research on what to teach and platforms for delivering content (curriculum), strategies on how to teach for deep understanding, and includes several chapters on developing conceptual understanding (pedagogy and technology), teacher knowledge and beliefs, and the challenges teachers and students face when they solve statistical problems (reasoning and thinking). This new research in the field offers critical insights for college instructors, classroom teachers, curriculum designers, researchers in mathematics and statistics education as well as policy makers and newcomers to the field of statistics education. Statistics has become one of the key areas of study in the modern world of information and big data. The dramatic increase in demand for learning statistics in all disciplines is accompanied by tremendous growth in research in statistics education. Increasingly, countries are teaching more quantitative reasoning and statistics at lower and lower grade levels within mathematics, science and across many content areas. Research has revealed the many challenges in helping learners develop statistical literacy, reasoning, and thinking, and new curricula and technology tools show promise in facilitating the achievement of these desired outcomes.

Best Practices in Quantitative Methods

Author : Jason W. Osborne
Publisher : SAGE
ISBN 13 : 1412940656
Total Pages : 609 pages
Book Rating : 4.4/5 (129 download)

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Book Synopsis Best Practices in Quantitative Methods by : Jason W. Osborne

Download or read book Best Practices in Quantitative Methods written by Jason W. Osborne and published by SAGE. This book was released on 2008 with total page 609 pages. Available in PDF, EPUB and Kindle. Book excerpt: The contributors to Best Practices in Quantitative Methods envision quantitative methods in the 21st century, identify the best practices, and, where possible, demonstrate the superiority of their recommendations empirically. Editor Jason W. Osborne designed this book with the goal of providing readers with the most effective, evidence-based, modern quantitative methods and quantitative data analysis across the social and behavioral sciences. The text is divided into five main sections covering select best practices in Measurement, Research Design, Basics of Data Analysis, Quantitative Methods, and Advanced Quantitative Methods. Each chapter contains a current and expansive review of the literature, a case for best practices in terms of method, outcomes, inferences, etc., and broad-ranging examples along with any empirical evidence to show why certain techniques are better. Key Features: Describes important implicit knowledge to readers: The chapters in this volume explain the important details of seemingly mundane aspects of quantitative research, making them accessible to readers and demonstrating why it is important to pay attention to these details. Compares and contrasts analytic techniques: The book examines instances where there are multiple options for doing things, and make recommendations as to what is the "best" choice—or choices, as what is best often depends on the circumstances. Offers new procedures to update and explicate traditional techniques: The featured scholars present and explain new options for data analysis, discussing the advantages and disadvantages of the new procedures in depth, describing how to perform them, and demonstrating their use. Intended Audience: Representing the vanguard of research methods for the 21st century, this book is an invaluable resource for graduate students and researchers who want a comprehensive, authoritative resource for practical and sound advice from leading experts in quantitative methods.

International Handbook of Research in Statistics Education

Author : Dani Ben-Zvi
Publisher : Springer
ISBN 13 : 3319661957
Total Pages : 512 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis International Handbook of Research in Statistics Education by : Dani Ben-Zvi

Download or read book International Handbook of Research in Statistics Education written by Dani Ben-Zvi and published by Springer. This book was released on 2017-12-08 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook connects the practice of statistics to the teaching and learning of the subject with contributions from experts in several disciplines. Chapters present current challenges and methods of statistics education in the changing world for statistics and mathematics educators. Issues addressed include current and future challenges in professional development of teachers, use of technology tools, design of learning environments and appropriate student assessments. This handbook presents challenging and inspiring international research perspectives on the history and nature, current issues, and future directions of statistics education and statistics education research.

The Teaching and Learning of Statistics

Author : Dani Ben-Zvi
Publisher : Springer
ISBN 13 : 3319234706
Total Pages : 334 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis The Teaching and Learning of Statistics by : Dani Ben-Zvi

Download or read book The Teaching and Learning of Statistics written by Dani Ben-Zvi and published by Springer. This book was released on 2015-12-24 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the breadth and diversity of empirical and practical work done on statistics education around the world. A wide range of methods are used to respond to the research questions that form it's base. Case studies of single students or teachers aimed at understanding reasoning processes, large-scale experimental studies attempting to generalize trends in the teaching and learning of statistics are both employed. Various epistemological stances are described and utilized. The teaching and learning of statistics is presented in multiple contexts in the book. These include designed settings for young children, students in formal schooling, tertiary level students, vocational schools, and teacher professional development. A diversity is evident also in the choices of what to teach (curriculum), when to teach (learning trajectory), how to teach (pedagogy), how to demonstrate evidence of learning (assessment) and what challenges teachers and students face when they solve statistical problems (reasoning and thinking).

Learning Statistics with R

Author : Daniel Navarro
Publisher : Lulu.com
ISBN 13 : 1326189727
Total Pages : 617 pages
Book Rating : 4.3/5 (261 download)

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Book Synopsis Learning Statistics with R by : Daniel Navarro

Download or read book Learning Statistics with R written by Daniel Navarro and published by Lulu.com. This book was released on 2013-01-13 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Learning Statistics with R" covers the contents of an introductory statistics class, as typically taught to undergraduate psychology students, focusing on the use of the R statistical software and adopting a light, conversational style throughout. The book discusses how to get started in R, and gives an introduction to data manipulation and writing scripts. From a statistical perspective, the book discusses descriptive statistics and graphing first, followed by chapters on probability theory, sampling and estimation, and null hypothesis testing. After introducing the theory, the book covers the analysis of contingency tables, t-tests, ANOVAs and regression. Bayesian statistics are covered at the end of the book. For more information (and the opportunity to check the book out before you buy!) visit http://ua.edu.au/ccs/teaching/lsr or http://learningstatisticswithr.com

Developing Students’ Statistical Reasoning

Author : Joan Garfield
Publisher : Springer Science & Business Media
ISBN 13 : 1402083831
Total Pages : 407 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Developing Students’ Statistical Reasoning by : Joan Garfield

Download or read book Developing Students’ Statistical Reasoning written by Joan Garfield and published by Springer Science & Business Media. This book was released on 2008-09-08 with total page 407 pages. Available in PDF, EPUB and Kindle. Book excerpt: Increased attention is being paid to the need for statistically educated citizens: statistics is now included in the K-12 mathematics curriculum, increasing numbers of students are taking courses in high school, and introductory statistics courses are required in college. However, increasing the amount of instruction is not sufficient to prepare statistically literate citizens. A major change is needed in how statistics is taught. To bring about this change, three dimensions of teacher knowledge need to be addressed: their knowledge of statistical content, their pedagogical knowledge, and their statistical-pedagogical knowledge, i.e., their specific knowledge about how to teach statistics. This book is written for mathematics and statistics educators and researchers. It summarizes the research and highlights the important concepts for teachers to emphasize, and shows the interrelationships among concepts. It makes specific suggestions regarding how to build classroom activities, integrate technological tools, and assess students’ learning. This is a unique book. While providing a wealth of examples through lessons and data sets, it is also the best attempt by members of our profession to integrate suggestions from research findings with statistics concepts and pedagogy. The book’s message about the importance of listening to research is loud and clear, as is its message about alternative ways of teaching statistics. This book will impact instructors, giving them pause to consider: "Is what I’m doing now really the best thing for my students? What could I do better?" J. Michael Shaughnessy, Professor, Dept of Mathematical Sciences, Portland State University, USA This is a much-needed text for linking research and practice in teaching statistics. The authors have provided a comprehensive overview of the current state-of-the-art in statistics education research. The insights they have gleaned from the literature should be tremendously helpful for those involved in teaching and researching introductory courses. Randall E. Groth, Assistant Professor of Mathematics Education, Salisbury University, USA

Basic Statistics for Educational Research

Author : Sumita S. Kaufhold
Publisher : iUniverse
ISBN 13 : 1475997957
Total Pages : 129 pages
Book Rating : 4.4/5 (759 download)

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Book Synopsis Basic Statistics for Educational Research by : Sumita S. Kaufhold

Download or read book Basic Statistics for Educational Research written by Sumita S. Kaufhold and published by iUniverse. This book was released on 2013-07-19 with total page 129 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an beginning book on statistics and research. It could be used by undergraduate students and graduate students alike. The book covers several methods of research including correlational and experimental methods. Rudiments of descriptive statistics and inferential statistics are also presented.

Topics and Trends in Current Statistics Education Research

Author : Gail Burrill
Publisher :
ISBN 13 : 9783030034733
Total Pages : pages
Book Rating : 4.0/5 (347 download)

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Book Synopsis Topics and Trends in Current Statistics Education Research by : Gail Burrill

Download or read book Topics and Trends in Current Statistics Education Research written by Gail Burrill and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on international research in statistics education, providing a solid understanding of the challenges in learning statistics. It presents the teaching and learning of statistics in various contexts, including designed settings for young children, students in formal schooling, tertiary level students, and teacher professional development. The book describes research on what to teach and platforms for delivering content (curriculum), strategies on how to teach for deep understanding, and includes several chapters on developing conceptual understanding (pedagogy and technology), teacher knowledge and beliefs, and the challenges teachers and students face when they solve statistical problems (reasoning and thinking). This new research in the field offers critical insights for college instructors, classroom teachers, curriculum designers, researchers in mathematics and statistics education as well as policy makers and newcomers to the field of statistics education. Statistics has become one of the key areas of study in the modern world of information and big data. The dramatic increase in demand for learning statistics in all disciplines is accompanied by tremendous growth in research in statistics education. Increasingly, countries are teaching more quantitative reasoning and statistics at lower and lower grade levels within mathematics, science and across many content areas. Research has revealed the many challenges in helping learners develop statistical literacy, reasoning, and thinking, and new curricula and technology tools show promise in facilitating the achievement of these desired outcomes.

21st Century Skills and Education

Author : Hakkı Bağcı
Publisher : Cambridge Scholars Publishing
ISBN 13 : 1527540065
Total Pages : 234 pages
Book Rating : 4.5/5 (275 download)

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Book Synopsis 21st Century Skills and Education by : Hakkı Bağcı

Download or read book 21st Century Skills and Education written by Hakkı Bağcı and published by Cambridge Scholars Publishing. This book was released on 2019-09-16 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: Great events in history have always brought about great changes in the lifestyles of humans. Every invention, every great war and every discovery has challenged the ways in which people lived up until that point. The 21st century bears the effects of various advancements in several different parts of human life. Sometimes it is called a “space age”, sometimes an “information age”, or a “computer age”. Some people have called it a digital age, or new media age too. However it is named, the time in which we live has challenged the lifestyles of the past and has brought about new requirements in skills and practices. Media literacy, leadership, critical thinking, and problem solving, are among the new skills required by the 21st century. However, the relationship between these skills and education has not yet been fully established. To this end, this book discusses these skills through theoretical and empirical studies in the context of Turkey.

Teaching Critical Inquiry and Applied Research

Author : Christopher Benedetti
Publisher : Stylus Publishing, LLC
ISBN 13 : 1975505352
Total Pages : 297 pages
Book Rating : 4.9/5 (755 download)

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Book Synopsis Teaching Critical Inquiry and Applied Research by : Christopher Benedetti

Download or read book Teaching Critical Inquiry and Applied Research written by Christopher Benedetti and published by Stylus Publishing, LLC. This book was released on 2023-11-15 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: A key distinction between an education doctorate, or Ed.D., and other doctorates in the field of education is the development of scholar practitioners armed with knowledge and skills to successfully lead change in their profession. Critical inquiry is one such skill, increasingly taught in many Ed.D. programs in some form of applied research methodology. Teaching Critical Inquiry and Applied Research: Moving Beyond Traditional Methods gathers insights from Ed.D. faculty regarding how the teaching of applied research occurs to develop scholar practitioners prepared to bring change to their respective professional fields. The 13 chapters provide a broad coverage of related topics, which includes advocacy and leadership through research, innovative features of methods courses, and methodology-focused program redesign. Each chapter includes strategies and recommendations for others interested in implementing something similar in their courses and programs. This book also captures student voices, in the form of vignettes written by students within each chapter, to illustrate the powerful impact of learning related to critical inquiry and applied research. Teaching Critical Inquiry and Applied Research is an excellent text for classrooms devoted to critical research, critical pedagogy, and other courses.

Assessment and Teaching of 21st Century Skills

Author : Esther Care
Publisher : Springer
ISBN 13 : 3319653687
Total Pages : 276 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Assessment and Teaching of 21st Century Skills by : Esther Care

Download or read book Assessment and Teaching of 21st Century Skills written by Esther Care and published by Springer. This book was released on 2017-11-07 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a detailed description of research and application outcomes from the Assessment and Teaching of 21st Century Skills project, which explored a framework for understanding the nature of these skills. The major element of this new volume is the presentation of research information from the global assessment of two 21st century skills that are amenable to teaching and learning: collaborative problem solving, and learning in digital networks. The outcomes presented include evidence to support the validity of assessment of 21st century skills and descriptions of consequent pedagogical approaches which can be used both to teach the skills and to use them to enhance key learning goals in secondary education systems. The sections of the volume are connected through a focus on the degree to which innovative assessment tasks measure the constructs of interest. This focus is informed by conceptual and methodological issues associated with affordances of 21st century computer-based assessment. How understanding of the nature of the skills, as derived from these assessments, can guide approaches to the integration of 21st century skills in the classroom, is informed by initiatives adopted by participating countries. The guiding questions in this volume are: "Do the assessment tasks measure the constructs?" and "What are the implications for assessment and teaching in the classroom?" It is the third volume of papers from this project published by Springer.

Teaching Statistical Concepts

Author : Anne Hawkins
Publisher : Routledge
ISBN 13 : 1317898095
Total Pages : 257 pages
Book Rating : 4.3/5 (178 download)

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Book Synopsis Teaching Statistical Concepts by : Anne Hawkins

Download or read book Teaching Statistical Concepts written by Anne Hawkins and published by Routledge. This book was released on 2014-09-19 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is growing recognition that statistics should be part of the core curriculum for the compulsory schooling of all children, leading to a now urgent need for teachers to be trained in both statistical content and appropriate teaching methods. This book lays the foundation for teacher's responses to these changes, exploring how best to teach those applied skills which are now seen to be a more relevant part of the content of statistical courses.

21st Century Education: A Reference Handbook

Author : Thomas L Good
Publisher : SAGE
ISBN 13 : 1412950112
Total Pages : 1031 pages
Book Rating : 4.4/5 (129 download)

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Book Synopsis 21st Century Education: A Reference Handbook by : Thomas L Good

Download or read book 21st Century Education: A Reference Handbook written by Thomas L Good and published by SAGE. This book was released on 2008-10-02 with total page 1031 pages. Available in PDF, EPUB and Kindle. Book excerpt: Via 100 entries or 'mini-chapters,' the SAGE 21st Century Reference Series volumes on Education will highlight the most important topics, issues, questions, and debates any student obtaining a degree in the field of education ought to have mastered for effectiveness in the 21st Century.

A Quantitative Tour of the Social Sciences

Author : Andrew Gelman
Publisher : Cambridge University Press
ISBN 13 : 1139478338
Total Pages : 355 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis A Quantitative Tour of the Social Sciences by : Andrew Gelman

Download or read book A Quantitative Tour of the Social Sciences written by Andrew Gelman and published by Cambridge University Press. This book was released on 2009-04-06 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social scientists become experts in their own disciplines but aren't always familiar with what is going on in neighboring fields. To foster a deeper understanding of the interconnection of the social sciences, economists should know where historical data come from, sociologists should know how to think like economists, political scientists would benefit from understanding how models are tested in psychology, historians should learn how political processes are studied, psychologists should understand sociological theories, and so forth. This overview by prominent social scientists gives an accessible, non-technical sense of how quantitative research is done in different areas. Readers will find out about models and ways of thinking in economics, history, sociology, political science, and psychology, which in turn they can bring back to their own work.

Teaching Statistics in School Mathematics-Challenges for Teaching and Teacher Education

Author : Carmen Batanero
Publisher : Springer Science & Business Media
ISBN 13 : 9789400711310
Total Pages : 425 pages
Book Rating : 4.7/5 (113 download)

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Book Synopsis Teaching Statistics in School Mathematics-Challenges for Teaching and Teacher Education by : Carmen Batanero

Download or read book Teaching Statistics in School Mathematics-Challenges for Teaching and Teacher Education written by Carmen Batanero and published by Springer Science & Business Media. This book was released on 2011-07-31 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: Teaching Statistics in School Mathematics-Challenges for Teaching and Teacher Education results from the Joint ICMI/IASE Study Teaching Statistics in School Mathematics: Challenges for Teaching and Teacher Education. Oriented to analyse the teaching of statistics in school and to recommend improvements in the training of mathematics teachers to encourage success in preparing statistically literate students, the volume provides a picture of the current situation in both the teaching of school statistics and the pre-service education of mathematics teachers. A primary goal of Teaching Statistics in School Mathematics-Challenges for Teaching and Teacher Education is to describe the essential elements of statistics, teacher’s professional knowledge and their learning experiences. Moreover, a research agenda that invites new research, while building from current knowledge, is developed. Recommendations about strategies and materials, available to train prospective teachers in university and in-service teachers who have not been adequately prepared, are also accessible to the reader.

History by Numbers

Author : Pat Hudson
Publisher : Bloomsbury Publishing
ISBN 13 : 1849665729
Total Pages : 360 pages
Book Rating : 4.8/5 (496 download)

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Book Synopsis History by Numbers by : Pat Hudson

Download or read book History by Numbers written by Pat Hudson and published by Bloomsbury Publishing. This book was released on 2016-11-17 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fully updated and carefully revised, this new 2nd edition of History by Numbers still stands alone as the only textbook on quantitative methods suitable for students of history. Even the numerically challenged will find inspiration. Taking a problem-solving approach and using authentic historical data, it describes each method in turn, including its origin, purpose, usefulness and associated pitfalls. The problems are developed gradually and with narrative skill, allowing readers to experience the moment of discovery for each of the interpretative outcomes. Quantitative methods are essential for the modern historian, and this lively and accessible text will prove an invaluable guide for anyone entering the discipline.