Driven by Data

A Practical Guide to Improve Instruction
Author: Paul Bambrick-Santoyo
Publisher: John Wiley & Sons
ISBN: 9780470594384
Category: Education
Page: 336
View: 6448

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Driven by Data offers valuable tips and general guidelinesabout data-based methods and the difficulties surrounding theimplementation of data-driven instruction. Through a CD-ROM, thisguidebook provides all the tools needed to launch data-driveninstruction effectively, such as an implementation rubric, meetingagendas, calendars, assessment templates, and more. Written by PaulBambrick-Santoyo, who has worked with over 1,000 schools across thenation, the book clearly shows how to maneuver through assessmentsand statistics. Bambrick-Santoyo offers vital tips, such as: how tocreate a data culture, how to run a successful data analysismeeting, how to write quality assessments, and how to deal withresistance from your teachers. The book also includes twenty casestudies of high-performing schools. School leaders will find thisresource useful for achieving remarkable results and immense gains,regardless of the school's background, leader, or demographic. Note: CD-ROM/DVD and other supplementary materials arenot included as part of eBook file.

Driven by Data

A Practical Guide to Improve Instruction
Author: Paul Bambrick-Santoyo
Publisher: John Wiley & Sons
ISBN: 0470548746
Category: Education
Page: 298
View: 4907

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Offers a practical guide for improving schools dramatically that will enable all students from all backgrounds to achieve at high levels. Includes assessment forms, an index, and a DVD.

Driven by Data

A Practical Guide to Improve Instruction
Author: Paul Bambrick-Santoyo
Publisher: John Wiley & Sons
ISBN: 0470594381
Category: Education
Page: 336
View: 3677

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Leverage Leadership 2.0

A Practical Guide to Building Exceptional Schools
Author: Paul Bambrick-Santoyo
Publisher: John Wiley & Sons
ISBN: 1119496624
Category: Education
Page: 432
View: 6612

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Cut through the mystique to learn the real drivers of great school leadership Leverage Leadership 2.0 answers the basic question: what do great school leaders do that separates them from the rest? Rooted in the observation and training of over 20,000 school leaders worldwide, Leverage Leadership 2.0 offers a practical, updated and easier-to-use follow-up to the original, with field-tested techniques and actionable advice. As educational leaders around the world implement Leverage Leadership ideas, their collective stories have revealed a simple framework by which the seven levers may be implemented: See It, Name It, Do It. This book aligns classic Leverage Leadership principles with this proven framework to streamline implementation and help good leaders become great. Expert discussion and real-life success stories prove that effective leadership is not about innate charisma, charm, or personality—it’s about how a leader uses their time. Aimed at all levels of school leadership, this book shows you what to do, and how and when to do it. The companion DVD includes 30 real-world videos that showcase effective leadership happening in our schools right now, and all templates, tools, and other professional development materials have been fully refreshed with a renewed focus on real-world implementation. Informational, inspirational, and highly motivational, this book explores both the separate components of success and what it looks like as a whole. Learn the core principles of effective leadership Understand what success looks like on the ground Practice the seven levers of leadership that allow transformational growth Adopt the tools and techniques that facilitate a schoolwide transformation Educational leaders from a diverse array of schools around the world have found unprecedented success using the key principles detailed in Leverage Leadership, and this book is inspired — and informed — by their stories. Leverage Leadership 2.0 is the practical resource school leaders need to start making real change happen today.

Creating a Data-Driven Organization


Author: Carl Anderson
Publisher: "O'Reilly Media, Inc."
ISBN: 1491916885
Category: Business & Economics
Page: 302
View: 1355

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What do you need to become a data-driven organization? Far more than having big data or a crack team of unicorn data scientists, it requires establishing an effective, deeply-ingrained data culture. This practical book shows you how true data-drivenness involves processes that require genuine buy-in across your company, from analysts and management to the C-Suite and the board. Through interviews and examples from data scientists and analytics leaders in a variety of industries, author Carl Anderson explains the analytics value chain you need to adopt when building predictive business models—from data collection and analysis to the insights and leadership that drive concrete actions. You’ll learn what works and what doesn’t, and why creating a data-driven culture throughout your organization is essential. Start from the bottom up: learn how to collect the right data the right way Hire analysts with the right skills, and organize them into teams Examine statistical and visualization tools, and fact-based story-telling methods Collect and analyze data while respecting privacy and ethics Understand how analysts and their managers can help spur a data-driven culture Learn the importance of data leadership and C-level positions such as chief data officer and chief analytics officer

Data-Driven Leadership


Author: Amanda Datnow,Vicki Park
Publisher: John Wiley & Sons
ISBN: 1118234081
Category: Education
Page: 160
View: 8335

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Tools and techniques from the trailblazers in data-based education reform Over a period of several years, Amanda Datnow and Vicki Park visited public schools with a reputation for being ahead of the pack in data-driven decision making. The results of this pioneering study reveal how education leaders can make data work for students and teachers, rather than against them. This book is an essential guide to meeting the challenges of high-stakes accountability, building performance-based schools, and improving student outcomes. By following the advice in this book, you’ll be able to transform data overload into a data-positive school culture. You’ll learn the difference between “data-driven leadership” and “data-informed leadership,” and how to use distributed leadership to inspire collaboration and guided analysis. Incorporating narrative reflections drawn from real educators and administrators, the authors refine their observations and interviews into practical conclusions that leaders can put to use immediately. This book empowers leaders to support inquiry, build trust in data-based initiatives, establish goals for evidence use, and provide educators with the skills they need to mobilize data for the good of all stakeholders. “Datnow and Park’s ideas are easily accessible and grounded in clear examples, and their seven ‘calls’ about what needs to be done nail the problem and the solutions. Use this book as your action guide and you’ll be rewarded with better results in student learning.” —Michael Fullan, professor emeritus, University of Toronto “Datnow and Park uncover, at last, what it means to use data to inform leadership. Documenting the four P’s (people, policies, practices, and patterns) in schools, we learn about the organization and dynamics of reform informed by data. A must read!” —Ann Lieberman, senior scholar, Stanford University

Data-Driven Decision Making and Dynamic Planning


Author: Paul Preuss
Publisher: Routledge
ISBN: 1317924134
Category: Education
Page: 160
View: 8921

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This book will help you understand how to integrate data-based decisions into the daily work of the school. It is a practical and relevant handbook for converting data into wise decision-making and planning. It will give you the skills to successfully make data-based decisions, measure student learning and program effectiveness, evaluate student progress, use data to improve instruction, integrate a "Dynamic Planning" process into the daily operation of your school.

The Data-Driven Classroom

How do I use student data to improve my instruction? (ASCD Arias)
Author: Craig A. Mertler
Publisher: ASCD
ISBN: 1416619771
Category: Education
Page: 42
View: 858

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Thanks to initiatives like the Common Core and Race to the Top, accountability requirements continue to be a reality for educators. Yet many are still unsure of how to use data to make well-informed instructional decisions. The Data-Driven Classroom comes to the rescue with a systematic, universal process that shows teachers how to: examine student assessment results to identify a curricular or skill area to target for individual intervention or large-group instructional revision; develop, implement, and assess the effectiveness of the intervention or revision; and develop an action plan for future instructional cycles. Author Craig A. Mertler sheds light on how teachers can make sense of overwhelming standardized test reports while avoiding pitfalls like over-interpreting data. In these pages you will also find practical classroom examples and templates designed to guide teachers of all grade levels and subject areas through the comprehensive decision-making framework.

Data Driven

Profiting from Your Most Important Business Asset
Author: Thomas C. Redman
Publisher: Harvard Business Press
ISBN: 1422163644
Category: Business & Economics
Page: 257
View: 2615

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Your company's data has the potential to add enormous value to every facet of the organization -- from marketing and new product development to strategy to financial management. Yet if your company is like most, it's not using its data to create strategic advantage. Data sits around unused -- or incorrect data fouls up operations and decision making. In Data Driven, Thomas Redman, the "Data Doc," shows how to leverage and deploy data to sharpen your company's competitive edge and enhance its profitability. The author reveals: · The special properties that make data such a powerful asset · The hidden costs of flawed, outdated, or otherwise poor-quality data · How to improve data quality for competitive advantage · Strategies for exploiting your data to make better business decisions · The many ways to bring data to market · Ideas for dealing with political struggles over data and concerns about privacy rights Your company's data is a key business asset, and you need to manage it aggressively and professionally. Whether you're a top executive, an aspiring leader, or a product-line manager, this eye-opening book provides the tools and thinking you need to do that.

Data Driven Marketing For Dummies


Author: David Semmelroth
Publisher: John Wiley & Sons
ISBN: 1118616014
Category: Business & Economics
Page: 312
View: 4336

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Embrace data and use it to sell and market your products Data is everywhere and it keeps growing and accumulating. Companies need to embrace big data and make it work harder to help them sell and market their products. Successful data analysis can help marketing professionals spot sales trends, develop smarter marketing campaigns, and accurately predict customer loyalty. Data Driven Marketing For Dummies helps companies use all the data at their disposal to make current customers more satisfied, reach new customers, and sell to their most important customer segments more efficiently. Identifying the common characteristics of customers who buy the same products from your company (or who might be likely to leave you) Tips on using data to predict customer purchasing behavior based on past performance Using customer data and marketing analytics to predict when customers will purchase certain items Information on how data collected can help with merchandise planning Breaking down customers into segments for easier market targeting Building a 360 degree view of a customer base Data Driven Marketing For Dummies assists marketing professionals at all levels of business in accelerating sales through analytical insights.

Data Driven

How Performance Analytics Delivers Extraordinary Sales Results
Author: Jenny Dearborn
Publisher: John Wiley & Sons
ISBN: 1119043360
Category: Business & Economics
Page: 256
View: 9955

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A "how-to" guide to boosting sales through predictive and prescriptive analytics Data Driven is a uniquely practical guide to increasing sales success, using the power of data analytics. Written by one of the world's leading authorities on the topic, this book shows you how to transform the corporate sales function by leveraging big data into better decision-making, more informed strategy, and increased effectiveness throughout the organization. Engaging and informative, this book tells the story of a newly hired sales chief under intense pressure to deliver higher performance from her team, and how data analytics becomes the ultimate driver behind the sales function turnaround. Each chapter features insightful commentary and practical notes on the points the story raises, and one entire chapter is devoted solely to laying out the Prescriptive Action Model step-by-step giving you the actionable guidance you need to put it into action in your own organization. Predictive and prescriptive analytics is poised to change corporate sales, and companies that fail to adapt to the new realities and adopt the new practices will be left behind. This book explains why the Prescriptive Action Model is the key corporate sales weapon of the 21st Century, and how you can implement this dynamic new resource to bring value to your business. Exploit one of the last remaining sources of competitive advantage Re-engineer the sales function to optimize success rates Implement a more effective analytics model to drive efficient change Boost operational effectiveness and decision making with big data There are fewer competitive edges to gain than ever before. The only thing that's left is to execute business with maximum efficiency and make the smartest business decisions possible. Predictive analytics is the essential method behind this new standard, and Data Driven is the practical guide to complete, efficient implementation.

Transforming Teaching and Learning Through Data-Driven Decision Making


Author: Ellen B. Mandinach,Sharnell S. Jackson
Publisher: Corwin Press
ISBN: 1412982049
Category: Education
Page: 259
View: 6690

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Connect data and instruction to improve practice This book helps bridge the gap between classroom practice and the best of what is known from educational psychology. Teachers will find cutting-edge advances in research and theory on human learning, teaching, and instruction in an easily understood and transferable format. The authors provide detailed guidance for using data to inform practice and tools to align teacher preparation and professional development with today's best practices and most current research. This resource will provide valuable tools for: In-service teachers Pre-service teachers Instructional leaders School and district administrators

Schools and Data

The Educator's Guide for Using Data to Improve Decision Making
Author: Theodore B. Creighton
Publisher: Corwin Press
ISBN: 145223843X
Category: Education
Page: 224
View: 4784

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Improve instructional leadership practice with proven, easy-to-understand strategies for data-based decision making! This reader-friendly second edition of Schools and Data provides real-world examples and step-by-step procedures for collecting and organizing data, providing every school leader with the means to facilitate more appropriate and effective decision making. With a highly practical method for statistical analysis, this highly accessible resource places special emphasis on: Connecting statistics and educators’ daily work Integrating Excel and SPSS technology Strengthening educators’ data interpretation skills Increasing the focus on correlation and regression Building strong skills in problem analysis, program evaluation, data-driven decision making, and report preparation

How Teachers Can Turn Data into Action


Author: Daniel R. Venables
Publisher: ASCD
ISBN: 1416618805
Category: Education
Page: 149
View: 8809

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" From state and Common Core tests to formative and summative assessments in the classroom, teachers are awash in data. Reviewing the data can be time-consuming, and the work of translating data into real change can seem overwhelming. Tapping more than 30 years' experience as an award-winning teacher and a trainer of PLC coaches, Daniel R. Venables, author of The Practice of Authentic PLCs: A Guide to Effective Teacher Teams, soothes the trepidation of even the biggest ""dataphobes"" in this essential resource. Field-tested and fine-tuned with professional learning communities around the United States, the Data Action Model is a teacher-friendly, systematic process for reviewing and responding to data in cycles of two to nine weeks. This powerful tool enables you and your teacher team to * Identify critical gaps in learning and corresponding instructional gaps; * Collaborate on solutions and develop a goal-driven action plan; and * Evaluate the plan's effectiveness after implementation and determine the next course of action. With easy-to-use templates and protocols to focus and deepen data conversations, this indispensable guide delineates exactly what should be accomplished in each team meeting to translate data into practice. In the modern sea of data, this book is your life preserver!

Data-Driven Law

Data Analytics and the New Legal Services
Author: Edward J. Walters
Publisher: CRC Press
ISBN: 0429892063
Category: Computers
Page: 215
View: 9274

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For increasingly data-savvy clients, lawyers can no longer give "it depends" answers rooted in anecdata. Clients insist that their lawyers justify their reasoning, and with more than a limited set of war stories. The considered judgment of an experienced lawyer is unquestionably valuable. However, on balance, clients would rather have the considered judgment of an experienced lawyer informed by the most relevant information required to answer their questions. Data-Driven Law: Data Analytics and the New Legal Services helps legal professionals meet the challenges posed by a data-driven approach to delivering legal services. Its chapters are written by leading experts who cover such topics as: Mining legal data Computational law Uncovering bias through the use of Big Data Quantifying the quality of legal services Data mining and decision-making Contract analytics and contract standards In addition to providing clients with data-based insight, legal firms can track a matter with data from beginning to end, from the marketing spend through to the type of matter, hours spent, billed, and collected, including metrics on profitability and success. Firms can organize and collect documents after a matter and even automate them for reuse. Data on marketing related to a matter can be an amazing source of insight about which practice areas are most profitable. Data-driven decision-making requires firms to think differently about their workflow. Most firms warehouse their files, never to be seen again after the matter closes. Running a data-driven firm requires lawyers and their teams to treat information about the work as part of the service, and to collect, standardize, and analyze matter data from cradle to grave. More than anything, using data in a law practice requires a different mindset about the value of this information. This book helps legal professionals to develop this data-driven mindset.

Get Better Faster

A 90-Day Plan for Coaching New Teachers
Author: Paul Bambrick-Santoyo
Publisher: John Wiley & Sons
ISBN: 1119278716
Category: Education
Page: 496
View: 8155

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“Make sure your students follow your instructions.” That sounds like a straightforward instruction, but in fact, it’s fairly abstract. What does a teacher actually have to do to make sure students are following? Even the leader delivering this direction may not know, and the first-year teacher almost certainly doesn’t. The vast majority of teachers are only observed one or two times per year on average—and even among those who are observed, scarcely any are given feedback as to how they could improve. The bottom line is clear: teachers do not need to be evaluated so much as they need to be developed and coached. In Get Better Faster: A 90-Day Plan for Coaching New Teachers, Paul Bambrick-Santoyo shares instructive tools of how school leaders can effectively guide new teachers to success. Over the course of the book, we break down the most critical actions leaders and teachers must enact to achieve exemplary results. Designed for coaches as well as beginning teachers, Get Better Faster is an integral coaching tool for any school leader eager to help their teachers succeed. It’s the book’s focus on the actionable—the practice-able—that drives effective coaching. By practicing the concrete actions and micro-skills listed here, teachers will markedly improve their ability to lead a class, producing a steady chain reaction of future teaching success. Though focused heavily on the first 90 days of teacher development, it’s possible to implement this work at any time. New and old teachers alike can benefit from the guidance of Get Better Faster and close their existing instructional gaps. Packed with practical training tools, including agendas, presentation slides, a coach’s guide, handouts, planning templates, and 35 video clips of real teachers at work, Get Better Faster will teach you: The core principles of coaching: Go Granular, Make Feedback More Frequent, Top action steps to launch a teacher’s development in an easy-to-read scope and sequence guide The four phases of skill building: Phase 1 (Pre-Teaching): Dress Rehearsal Phase 2: Instant Immersion Phase 3: Getting into Gear Phase 4: The Power of Discourse

Data-Driven Storytelling


Author: Nathalie Henry Riche,Christophe Hurter,Nicholas Diakopoulos,Sheelagh Carpendale
Publisher: CRC Press
ISBN: 1315281554
Category: Computers
Page: 296
View: 1016

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This book presents an accessible introduction to data-driven storytelling. Resulting from unique discussions between data visualization researchers and data journalists, it offers an integrated definition of the topic, presents vivid examples and patterns for data storytelling, and calls out key challenges and new opportunities for researchers and practitioners.

Data-Driven Security

Analysis, Visualization and Dashboards
Author: Jay Jacobs,Bob Rudis
Publisher: John Wiley & Sons
ISBN: 111879382X
Category: Computers
Page: 352
View: 369

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Uncover hidden patterns of data and respond with countermeasures Security professionals need all the tools at their disposal to increase their visibility in order to prevent security breaches and attacks. This careful guide explores two of the most powerful ? data analysis and visualization. You'll soon understand how to harness and wield data, from collection and storage to management and analysis as well as visualization and presentation. Using a hands-on approach with real-world examples, this book shows you how to gather feedback, measure the effectiveness of your security methods, and make better decisions. Everything in this book will have practical application for information security professionals. Helps IT and security professionals understand and use data, so they can thwart attacks and understand and visualize vulnerabilities in their networks Includes more than a dozen real-world examples and hands-on exercises that demonstrate how to analyze security data and intelligence and translate that information into visualizations that make plain how to prevent attacks Covers topics such as how to acquire and prepare security data, use simple statistical methods to detect malware, predict rogue behavior, correlate security events, and more Written by a team of well-known experts in the field of security and data analysis Lock down your networks, prevent hacks, and thwart malware by improving visibility into the environment, all through the power of data and Security Using Data Analysis, Visualization, and Dashboards.

Big Data Challenges

Society, Security, Innovation and Ethics
Author: Anno Bunnik,Anthony Cawley,Michael Mulqueen,Andrej Zwitter
Publisher: Springer
ISBN: 1349948853
Category: Political Science
Page: 140
View: 4322

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This book brings together an impressive range of academic and intelligence professional perspectives to interrogate the social, ethical and security upheavals in a world increasingly driven by data. Written in a clear and accessible style, it offers fresh insights to the deep reaching implications of Big Data for communication, privacy and organisational decision-making. It seeks to demystify developments around Big Data before evaluating their current and likely future implications for areas as diverse as corporate innovation, law enforcement, data science, journalism, and food security. The contributors call for a rethinking of the legal, ethical and philosophical frameworks that inform the responsibilities and behaviours of state, corporate, institutional and individual actors in a more networked, data-centric society. In doing so, the book addresses the real world risks, opportunities and potentialities of Big Data.

Storytelling with Data

A Data Visualization Guide for Business Professionals
Author: Cole Nussbaumer Knaflic
Publisher: John Wiley & Sons
ISBN: 1119002265
Category: Mathematics
Page: 288
View: 422

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Don't simply show your data—tell a story with it! Storytelling with Data teaches you the fundamentals of data visualization and how to communicate effectively with data. You'll discover the power of storytelling and the way to make data a pivotal point in your story. The lessons in this illuminative text are grounded in theory, but made accessible through numerous real-world examples—ready for immediate application to your next graph or presentation. Storytelling is not an inherent skill, especially when it comes to data visualization, and the tools at our disposal don't make it any easier. This book demonstrates how to go beyond conventional tools to reach the root of your data, and how to use your data to create an engaging, informative, compelling story. Specifically, you'll learn how to: Understand the importance of context and audience Determine the appropriate type of graph for your situation Recognize and eliminate the clutter clouding your information Direct your audience's attention to the most important parts of your data Think like a designer and utilize concepts of design in data visualization Leverage the power of storytelling to help your message resonate with your audience Together, the lessons in this book will help you turn your data into high impact visual stories that stick with your audience. Rid your world of ineffective graphs, one exploding 3D pie chart at a time. There is a story in your data—Storytelling with Data will give you the skills and power to tell it!