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Data Literacy

Data Literacy
  • Author : Neil Smalheiser
  • Publisher :Unknown
  • Release Date :2017-09-05
  • Total pages :282
  • ISBN : 9780128113073
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Summary : Data Literacy: How to Make Your Experiments Robust and Reproducible provides an overview of basic concepts and skills in handling data, which are common to diverse areas of science. Readers will get a good grasp of the steps involved in carrying out a scientific study and will understand some of the factors that make a study robust and reproducible.The book covers several major modules such as experimental design, data cleansing and preparation, statistical analysis, data management, and reporting. No specialized knowledge of statistics or computer programming is needed to fully understand the concepts presented. This book is a valuable source for biomedical and health sciences graduate students and researchers, in general, who are interested in handling data to make their research reproducible and more efficient. Presents the content in an informal tone and with many examples taken from the daily routine at laboratories Can be used for self-studying or as an optional book for more technical courses Brings an interdisciplinary approach which may be applied across different areas of sciences

Data Literacy

Data Literacy
  • Author : David Herzog
  • Publisher :Unknown
  • Release Date :2015-01-29
  • Total pages :224
  • ISBN : 9781483378671
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Summary : A practical, skill-based introduction to data analysis and literacy We are swimming in a world of data, and this handy guide will keep you afloat while you learn to make sense of it all. In Data Literacy: A User's Guide, David Herzog, a journalist with a decade of experience using data analysis to transform information into captivating storytelling, introduces students and professionals to the fundamentals of data literacy, a key skill in today’s world. Assuming the reader has no advanced knowledge of data analysis or statistics, this book shows how to create insight from publicly-available data through exercises using simple Excel functions. Extensively illustrated, step-by-step instructions within a concise, yet comprehensive, reference will help readers identify, obtain, evaluate, clean, analyze and visualize data. A concluding chapter introduces more sophisticated data analysis methods and tools including database managers such as Microsoft Access and MySQL and standalone statistical programs such as SPSS, SAS and R.

Data Literacy for Educators

Data Literacy for Educators
  • Author : Ellen B. Mandinach,Edith S. Gummer
  • Publisher :Unknown
  • Release Date :2016
  • Total pages :157
  • ISBN : 9780807774694
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Summary : Data literacy has become an essential skill set for teachers as education becomes more of an evidence-based profession. Teachers in all stages of professional growth need to learn how to use data effectively and responsibly to inform their teaching practices. This groundbreaking resource describes data literacy for teaching, emphasizing the important relationship between data knowledge and skills and disciplinary and pedagogical content knowledge. Case studies of emerging programs in schools of education are used to illustrate the key components needed to integrate data-driven decisionmaking into the teaching curricula. The book offers a clear path for change while also addressing the inherent complexities associated with change. Data Literacy for Educators provides concrete strategies for schools of education, professional developers, and school districts. Book Features: Defines data literacy for teaching and outlines the knowledge and skills it comprises. Uses examples and case studies that tie theory to practice. Provides a roadmap for integrating data literacy into teacher preparation programs. Covers emerging trends, such as virtual and hybrid courses and massive open online courses. “This thoughtful, well-organized book raises the challenges that beginning and experienced teachers face in becoming more data literate to increase their pedagogical effectiveness in their classrooms.” —From the Foreword by Barbara Schneider “Deans of colleges of education, practicing teachers, education advocates, and many others will find useful information here.” —Benjamin Riley, Deans for Impact “This work should join the ‘common core’ of teacher education and professional development programs.” —Lee S. Shulman, The Carnegie Foundation for the Advancement of Teaching “The authors lay out a compelling call to action to ensure that every teacher in this country has the skills, knowledge, and disposition in knowing how to use data to inform effective teaching.” —Aimee Rogstad Guidera, Data Quality Campaign

The Basics of Data Literacy

The Basics of Data Literacy
  • Author : Michael Bowen,Anthony Bartley
  • Publisher :Unknown
  • Release Date :2014
  • Total pages :171
  • ISBN : 1938946030
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Summary : Here's the ideal statistics book for teachers with no statistical background. Written in an informal style with easy-to-grasp examples, The Basics of Data Literacy teaches you how to help your students understand data. Then, in turn, they learn how to collect, summarize, and analyze statistics inside and outside the classroom. The books 10 succinct chapters provide an introduction to types of variables and data, ways to structure and interpret data tables, simple statistics, and survey basics from a student perspective. The appendices include hands-on activities tailored to middle and high school investigations. Because data are so central to many of the ideas in the Next Generation Science Standards, the ability to work with such information is an important science skill for both you and your students. This accessible book will help you get over feeling intimidated as your students learn to evaluate messy data on the Internet, in the news, and in future negotiations with car dealers and insurance agents.

Data Literacy

Data Literacy
  • Author : Neil Smalheiser
  • Publisher :Unknown
  • Release Date :2017-09-05
  • Total pages :282
  • ISBN : 9780128113073
GET BOOK HERE

Summary : Data Literacy: How to Make Your Experiments Robust and Reproducible provides an overview of basic concepts and skills in handling data, which are common to diverse areas of science. Readers will get a good grasp of the steps involved in carrying out a scientific study and will understand some of the factors that make a study robust and reproducible.The book covers several major modules such as experimental design, data cleansing and preparation, statistical analysis, data management, and reporting. No specialized knowledge of statistics or computer programming is needed to fully understand the concepts presented. This book is a valuable source for biomedical and health sciences graduate students and researchers, in general, who are interested in handling data to make their research reproducible and more efficient. Presents the content in an informal tone and with many examples taken from the daily routine at laboratories Can be used for self-studying or as an optional book for more technical courses Brings an interdisciplinary approach which may be applied across different areas of sciences

Data Literacy

Data Literacy
  • Author : David Herzog
  • Publisher :Unknown
  • Release Date :2015-01-29
  • Total pages :224
  • ISBN : 9781483378664
GET BOOK HERE

Summary : A practical, skill-based introduction to data analysis and literacy We are swimming in a world of data, and this handy guide will keep you afloat while you learn to make sense of it all. In Data Literacy: A User's Guide, David Herzog, a journalist with a decade of experience using data analysis to transform information into captivating storytelling, introduces students and professionals to the fundamentals of data literacy, a key skill in today’s world. Assuming the reader has no advanced knowledge of data analysis or statistics, this book shows how to create insight from publicly-available data through exercises using simple Excel functions. Extensively illustrated, step-by-step instructions within a concise, yet comprehensive, reference will help readers identify, obtain, evaluate, clean, analyze and visualize data. A concluding chapter introduces more sophisticated data analysis methods and tools including database managers such as Microsoft Access and MySQL and standalone statistical programs such as SPSS, SAS and R.

Data Literacy for Teachers

Data Literacy for Teachers
  • Author : Nancy Love
  • Publisher :Unknown
  • Release Date :2011-01-01
  • Total pages :6
  • ISBN : 9781935609377
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Summary : Student data is vitally important information that can be used in the assessment of student learning. Collecting, recording, and analyzing student data helps teachers make decisions about instruction (when it’s working, when it needs to be changed). Furthermore, federal laws (NCLB, the 2001 reauthorization of the Elementary and Secondary Education Act, or ESEA) and state laws/policies (e.g., Common Core State Standards, or CCSS) require the collection and reporting of student data, which is used to evaluate the performance of teachers and schools. Yet while teachers are required to collect and report student data, they are not always trained in how to interpret and use such data. Data is of minimal value unless teachers are data literate. Data Literacy for Teachers by Nancy Love is a practical, quick-reference laminated guide designed to help teachers feel comfortable, knowledgeable, and skilled in using a variety of data on a regular basis to improve teaching and learning. The guide • Provides a simple framework for strengthening teachers’ data literacy • Identifies multiple types of data teachers should analyze • Describes different methods for data analysis • Explains how data can be used to immediately and directly impact instruction and student achievement The six-page (bi-fold) guide depicts The Data Pyramid, which illustrates the following five data types, along with an approximate frequency of use for each 1. Formative Classroom Assessment 2. Formative Common Assessment 3. Benchmark Common Assessment 4. Data About People, Practices and Perceptions 5. Summative Assessment A concise description of each type of data is provided, along with suggested methods for collecting and accurately analyzing data (individually and with colleagues in data teams). Data Literacy for Teachers will help teachers build data literacy skills and unleash the power of data to improve teaching and learning.

Be Data Literate

Be Data Literate
  • Author : Jordan Morrow
  • Publisher :Unknown
  • Release Date :2021-03-30
  • Total pages :288
  • ISBN : 1789668034
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Summary : Develop the curiosity, creativity and critical thinking needed to confidently interpret, analyze and communicate with data in the workplace.

Data Information Literacy

Data Information Literacy
  • Author : Jake Carlson,Lisa R. Johnston
  • Publisher :Unknown
  • Release Date :2015-01-15
  • Total pages :272
  • ISBN : 9781612493527
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Summary : Given the increasing attention to managing, publishing, and preserving research datasets as scholarly assets, what competencies in working with research data will graduate students in STEM disciplines need to be successful in their fields? And what role can librarians play in helping students attain these competencies? In addressing these questions, this book articulates a new area of opportunity for librarians and other information professionals, developing educational programs that introduce graduate students to the knowledge and skills needed to work with research data. The term "data information literacy" has been adopted with the deliberate intent of tying two emerging roles for librarians together. By viewing information literacy and data services as complementary rather than separate activities, the contributors seek to leverage the progress made and the lessons learned in each service area. The intent of the publication is to help librarians cultivate strategies and approaches for developing data information literacy programs of their own using the work done in the multiyear, IMLS-supported Data Information Literacy (DIL) project as real-world case studies. The initial chapters introduce the concepts and ideas behind data information literacy, such as the twelve data competencies. The middle chapters describe five case studies in data information literacy conducted at different institutions (Cornell, Purdue, Minnesota, Oregon), each focused on a different disciplinary area in science and engineering. They detail the approaches taken, how the programs were implemented, and the assessment metrics used to evaluate their impact. The later chapters include the "DIL Toolkit," a distillation of the lessons learned, which is presented as a handbook for librarians interested in developing their own DIL programs. The book concludes with recommendations for future directions and growth of data information literacy. More information about the DIL project can be found on the project's website: datainfolit.org.

Exam Prep for: Data Literacy

Exam Prep for: Data Literacy
  • Author : Anonim
  • Publisher :Unknown
  • Release Date :2021
  • Total pages :229
  • ISBN : 1230987654XX
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Summary :

Data Literacy Fundamentals

Data Literacy Fundamentals
  • Author : Ben Jones
  • Publisher :Unknown
  • Release Date :2020-07-03
  • Total pages :229
  • ISBN : 173326342X
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Summary : The vast majority of people in the world today do not receive a formal education that adequately prepares them for the level of data literacy required of them in their careers and by their communities. As a result, many are being left behind by the transition to data-driven dialogues and decisions all around them, and they're seeking ways to break down the barriers that are preventing them from participating. Data Literacy Fundamentals covers foundational topics such as the overall goal of data, various ways of measuring and categorizing the world, five different forms of data analysis and when they apply, pros and cons related to how we display data in tabular or graphic form, and the way teams work together to convert data into insight.This book has been written for anyone who is just getting started with data and who wants to feel more confident in their understanding of what it is, what it isn't, and what it's used for. This invaluable resource will cure you of your "dataphobia", teach you the basic concepts of data, and set you on a path of learning that will ultimately result in fluency in the language of data.

Data Literacy

Data Literacy
  • Author : Aneta Bonikowska,Claudia Angela Sanmartin,Marc Frenette
  • Publisher :Unknown
  • Release Date :2019
  • Total pages :23
  • ISBN : 0660321807
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Summary : "This report provides an overview of the definitions and competency frameworks of data literacy, as well as the assessment tools used to measure it. These are based on the existing literature and current practices around the world. Data literacy, or the ability to derive meaningful information from data, is a relatively new concept. However, it is gaining increasing recognition as a vital skillset in the information age. Existing approaches to measuring data literacy-from self-assessment tools to objective measures, and from individual to organizational assessments-are discussed in this report to inform the development of an assessment tool for data literacy in the Canadian public service"--Abstract, page 5.

Exam Prep for: Data Literacy

Exam Prep for: Data Literacy
  • Author : Anonim
  • Publisher :Unknown
  • Release Date :2021
  • Total pages :229
  • ISBN : 1230987654XX
GET BOOK HERE

Summary :

Data Fluency

Data Fluency
  • Author : Zach Gemignani,Chris Gemignani,Richard Galentino,Patrick Schuermann
  • Publisher :Unknown
  • Release Date :2014-10-10
  • Total pages :288
  • ISBN : 9781118851005
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Summary : A dream come true for those looking to improve their data fluency Analytical data is a powerful tool for growing companies, but what good is it if it hides in the shadows? Bring your data to the forefront with effective visualization and communication approaches, and let Data Fluency: Empowering Your Organization with Effective Communication show you the best tools and strategies for getting the job done right. Learn the best practices of data presentation and the ways that reporting and dashboards can help organizations effectively gauge performance, identify areas for improvement, and communicate results. Topics covered in the book include data reporting and communication, audience and user needs, data presentation tools, layout and styling, and common design failures. Those responsible for analytics, reporting, or BI implementation will find a refreshing take on data and visualization in this resource, as will report, data visualization, and dashboard designers. Conquer the challenge of making valuable data approachable and easy to understand Develop unique skills required to shape data to the needs of different audiences Full color book links to bonus content at juiceanalytics.com Written by well-known and highly esteemed authors in the data presentation community Data Fluency: Empowering Your Organization with Effective Communication focuses on user experience, making reports approachable, and presenting data in a compelling, inspiring way. The book helps to dissolve the disconnect between your data and those who might use it and can help make an impact on the people who are most affected by data. Use Data Fluency today to develop the skills necessary to turn data into effective displays for decision-making.

17 Key Traits of Data Literacy

17 Key Traits of Data Literacy
  • Author : Ben Jones
  • Publisher :Unknown
  • Release Date :2019-06-26
  • Total pages :22
  • ISBN : 9781733263405
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Summary : Organizations are waking up to the reality that in order to become more data-driven, they need to attract and develop highly data literate team members. But what does it mean to be highly data literate? Find out the types of knowledge and skills that these sought-after contributors possess, as well as the attitudes and behaviors that they demonstrate on a regular basis. This booklet includes a checklist for taking stock of your own strengths and opportunities for development, and exclusive quotes from thought-leaders and top authors in the data world.

Worldwide Commonalities and Challenges in Information Literacy Research and Practice

Worldwide Commonalities and Challenges in Information Literacy Research and Practice
  • Author : Serap Kurbanoglu,Esther Grassian,Diane Mizrachi,Ralph Catts,Sonja Spiranec
  • Publisher :Unknown
  • Release Date :2013-12-13
  • Total pages :664
  • ISBN : 9783319039190
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Summary : This book constitutes the refereed proceedings of the European Conference on Information Literacy, ECIL 2013, held in Istanbul Turkey, in October 2013. The 73 revised full papers presented together with two keynotes, 9 invited papers and four doctoral papers were carefully reviewed and selected from 236 submissions. The papers are organized in topical sections on overview and research; policies and strategies; theoretical framework; related concepts; citizenship and digital divide; disadvantaged groups; information literacy for the workplace and daily life; information literacy in Europe; different approaches to information literacy; teaching and learning information literacy; information literacy instruction; assessment of information literacy; information literacy and K-12; information literacy and higher education; information literacy skills of LIS students; librarians, libraries and ethics.

Exam Prep for: Data Literacy for Educators

Exam Prep for: Data Literacy for Educators
  • Author : Anonim
  • Publisher :Unknown
  • Release Date :2021
  • Total pages :229
  • ISBN : 1230987654XX
GET BOOK HERE

Summary :

Data Literacy for Teachers

Data Literacy for Teachers
  • Author : Nancy Love
  • Publisher :Unknown
  • Release Date :2011
  • Total pages :6
  • ISBN : 1935609378
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Summary :

Information and Data Literacy

Information and Data Literacy
  • Author : Joyce Hagen-McIntosh
  • Publisher :Unknown
  • Release Date :2016-01-05
  • Total pages :290
  • ISBN : 9781771882934
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Summary : In an age where data flows non-stop, across all geographic borders and accessible to many, the job of providing information literacy has become much more exciting, more complicated, and more necessary. Information and Data Literacy: The Role of the Library takes a comprehensive look at the changing role of today’s librarians and libraries in an increasingly tech-driven world. You’ll find the authors of this book represent public and academic libraries, countries around the globe, and differences of opinion as to the definition, purpose, charge, and success of providing information and data literacy. The book is divided into several parts, covering: Understanding the role of information and data literacy in the library The new and changing roles for librarians Methods for promoting information and data literacy New challenges for the library in the new information environment The need for information and data literacy for marginalized populations, including the homeless, those in rural settings, sexual minorities, and others Addressing the trends and challenges at different types of libraries, the volume provides an overview of information and data literacy in the library and offers an array of perspectives. Topics cover: The role of the public library as a community hub Student information literacy in the mobile environment Information literacy in schools How the information landscape has changed library reference services Library instruction and exercises to promote information literacy for both traditional students and those in continuing education Edited by a consultant with the Freedom to Read Foundation who is a former outreach and assistive technology librarian, the book offers a wealth of information for beginning librarians as well as for seasoned library professionals looking for new methods to evaluate and promote data and information literacy.

Transforming Teaching and Learning Through Data-Driven Decision Making

Transforming Teaching and Learning Through Data-Driven Decision Making
  • Author : Ellen B. Mandinach,Sharnell S. Jackson
  • Publisher :Unknown
  • Release Date :2012-04-10
  • Total pages :280
  • ISBN : 9781452279664
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Summary : Connect data and instruction to improve practice Gathering data and using it to inform instruction is a requirement for many schools, yet educators are not necessarily formally trained in how to do it. This book helps bridge the gap between classroom practice and the principles of educational psychology. Teachers will find cutting-edge advances in research and theory on human learning and teaching in an easily understood and transferable format. The text’s integrated model shows teachers, school leaders, and district administrators how to establish a data culture and transform quantitative and qualitative data into actionable knowledge based on: Assessment Statistics Instructional and differentiated psychology Classroom management

Data Fluency

Data Fluency
  • Author : Zach Gemignani,Chris Gemignani,Richard Galentino,Patrick Schuermann
  • Publisher :Unknown
  • Release Date :2014-10-10
  • Total pages :288
  • ISBN : 9781118851005
GET BOOK HERE

Summary : A dream come true for those looking to improve their data fluency Analytical data is a powerful tool for growing companies, but what good is it if it hides in the shadows? Bring your data to the forefront with effective visualization and communication approaches, and let Data Fluency: Empowering Your Organization with Effective Communication show you the best tools and strategies for getting the job done right. Learn the best practices of data presentation and the ways that reporting and dashboards can help organizations effectively gauge performance, identify areas for improvement, and communicate results. Topics covered in the book include data reporting and communication, audience and user needs, data presentation tools, layout and styling, and common design failures. Those responsible for analytics, reporting, or BI implementation will find a refreshing take on data and visualization in this resource, as will report, data visualization, and dashboard designers. Conquer the challenge of making valuable data approachable and easy to understand Develop unique skills required to shape data to the needs of different audiences Full color book links to bonus content at juiceanalytics.com Written by well-known and highly esteemed authors in the data presentation community Data Fluency: Empowering Your Organization with Effective Communication focuses on user experience, making reports approachable, and presenting data in a compelling, inspiring way. The book helps to dissolve the disconnect between your data and those who might use it and can help make an impact on the people who are most affected by data. Use Data Fluency today to develop the skills necessary to turn data into effective displays for decision-making.