Making Data Work

Author : Edosa Odaro
Publisher : CRC Press
Page : 220 pages
File Size : 41,7 Mb
Release : 2022-04-04
Category : Computers
ISBN : 9781000566246

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Making Data Work by Edosa Odaro Pdf

If you care about AI transformation, empowering people or advancing organisational success in an increasingly digital world, then you should read this book.—Yomi Ibosiola, Chief Data and Analytics Officer, Union Bank A retail giant already struggling due to the Covid-19 pandemic was faced with a disastrous situation when—at the end of a critical investment in an artificial intelligence project that had been meant to save money—it suddenly discovered that its implementation was likely to leave it worse off. An entire critical service stream within an insurer’s production system crashed. This critical failure resulted in the detentions of fully insured motorists for allegedly not carrying required insurance. Making Data Work: Enabling Digital Transformation, Empowering People and Advancing Organisational Success details these two scenarios as well as others illustrating the consequences that arise when organizations do not know how to make data work properly. It is a journey to determine what to do to "make data work" for ourselves and for our organisations. It is a journey to discover how to bring it all together so organisations can enable digital transformation, empower people, and advance organisational success. It is the journey to a world where data and technology finally live up to the hype and deliver better human outcomes, where artificial intelligence can move us from reacting to situations to predicting future occurrences and enabling desirable possibilities.

Author : Anita Young,Carol Kaffenberger
Publisher : Unknown
Page : 168 pages
File Size : 42,6 Mb
Release : 2018
Category : Educational counseling
ISBN : 1929289553

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Making DATA Work by Anita Young,Carol Kaffenberger Pdf

Author : Addison, C.,Boyera, S.,Msengezi, C.
Publisher : CTA
Page : 76 pages
File Size : 55,9 Mb
Release : 2017-11-28
Category : Technology & Engineering
ISBN : 8210379456XXX

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Farmer profiling: Making data work for smallholder farmers by Addison, C.,Boyera, S.,Msengezi, C. Pdf

The study presented in this report was commissioned by the Technical Centre for Agricultural and Rural Cooperation (CTA) as a member of the Global Open Data for Agriculture & Nutrition (GODAN) initiative, and was conducted by SB Consulting (SBC4D). The objective of the research is to understand the role of farmer organisations (FO) and cooperatives in the agriculture data ecosystem. These organisations have long been recognised to play an important role in society that translates into the improvement of living conditions of their members, particularly the low-income earning population. More than 40% of households in Africa are member of a cooperative society ([ILO-2000]) and the cooperative movement is Africa’s biggest nongovernmental organisation. The key question this report explores is the role of these organisations in the emergent “data revolution.” How can they ensure that this data revolution benefits their members and the smallholder farmers in general, and at the same time contribute to the revolution by providing valuable information to policy makers or other stakeholders of the ecosystem?

Author : Jenny Grant Rankin
Publisher : Routledge
Page : 163 pages
File Size : 46,8 Mb
Release : 2016-01-22
Category : Education
ISBN : 9781317353386

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How to Make Data Work by Jenny Grant Rankin Pdf

Educators are increasingly responsible for using data to improve teaching and learning in their schools. This helpful guide provides leaders with simple steps for facilitating accurate analysis and interpretation of data, while avoiding common errors and pitfalls. How to Make Data Work provides clear strategies for getting data into workable shape and creating an environment that supports understanding, analysis, and successful use of data, no matter what data system or educational technology tools are in place in your district. This accessible resource makes data easy to understand and use so that educators can better evaluate and maximize their systems to help their staff, students, and school succeed. With this tried-and-true guidance, you’ll be prepared to advocate for tools that adhere to data reporting standards, avoid misinterpretation of data, and improve the data use climate in your school.

Author : Anita Young,Carol Kaffenberger
Publisher : Unknown
Page : 0 pages
File Size : 45,5 Mb
Release : 2013
Category : Educational counseling
ISBN : 1929289464

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Making Data Work by Anita Young,Carol Kaffenberger Pdf

"The third edition of "Making DATA Work" aligns with the third edition of "The ASCA National Model: A Framework for School Counseling Programs," which emphasizes the importance of using data to drive school counseling program development, implementation and evaluation. "Making DATA Work" complements the ASCA National Model by providing step-by-step implementation strategies, skill-building activities, examples and resources to help school counselors develop program goals, collect and analyze data and share their findings with key stakeholders"--amazon.com.

Author : Scott E. Page
Publisher : Basic Books
Page : 585 pages
File Size : 54,7 Mb
Release : 2018-11-27
Category : Computers
ISBN : 9780465094639

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The Model Thinker by Scott E. Page Pdf

Work with data like a pro using this guide that breaks down how to organize, apply, and most importantly, understand what you are analyzing in order to become a true data ninja. From the stock market to genomics laboratories, census figures to marketing email blasts, we are awash with data. But as anyone who has ever opened up a spreadsheet packed with seemingly infinite lines of data knows, numbers aren't enough: we need to know how to make those numbers talk. In The Model Thinker, social scientist Scott E. Page shows us the mathematical, statistical, and computational models—from linear regression to random walks and far beyond—that can turn anyone into a genius. At the core of the book is Page's "many-model paradigm," which shows the reader how to apply multiple models to organize the data, leading to wiser choices, more accurate predictions, and more robust designs. The Model Thinker provides a toolkit for business people, students, scientists, pollsters, and bloggers to make them better, clearer thinkers, able to leverage data and information to their advantage.

Author : Jenny Grant Rankin
Publisher : Routledge
Page : 191 pages
File Size : 42,9 Mb
Release : 2016-03-02
Category : Education
ISBN : 9781317353331

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Designing Data Reports that Work by Jenny Grant Rankin Pdf

Designing Data Reports that Work provides research-based best practices for constructing effective data systems in schools and for designing reports that are relevant, necessary, and easily understood. Clear and coherent data systems and data reports significantly improve educators’ data use and save educators time and frustration. The strategies in this book will help those responsible for designing education data reports—including school leaders, administrators, and educational technology vendors—to create productive data reports individualized for each school or district. This book breaks down the key concepts in creating and implementing data systems, ensuring that you are a better partner with teachers and staff so they can work with and use data correctly and improve teaching and learning.

Author : American School Counselor Association
Publisher : Unknown
Page : 152 pages
File Size : 42,8 Mb
Release : 2019
Category : Educational counseling
ISBN : 1929289596

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ASCA National Model by American School Counselor Association Pdf

"The ASCA National Model reflects a comprehensive approach to the design, implementation and assessment of a school counseling program that improves student success. The publication defines the school counselor's role in implementation of a school counseling program and provides step-by-step tools to build each componenet of your school counseling program, including defining, managing, delivering and assessing. This fourth edition reflects current education practices, aligns with the ASCA Mindsets & Behaviors for Student Success: K-12 College- and Career-Readiness Standards for Every Student and the ASCA professional standards & competencies and assists school counselors in developing an examplary school counseling program"-[P. 4], Cover.

Author : Stephen H. White
Publisher : Lead + Learn Press
Page : 252 pages
File Size : 40,7 Mb
Release : 2005
Category : Education
ISBN : 0964495546

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Beyond the Numbers by Stephen H. White Pdf

Long overdue, Beyond the Numbers is one of the first books to really examine the process of data analysis for practitioners. Educators facing the implementation of No Child Left Behind will find Dr. White's insights to be a practical approach.

Author : Jenny Grant Rankin
Publisher : Routledge
Page : 238 pages
File Size : 43,8 Mb
Release : 2016-03-02
Category : Education
ISBN : 9781317353355

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Designing Data Reports that Work by Jenny Grant Rankin Pdf

Designing Data Reports that Work provides research-based best practices for constructing effective data systems in schools and for designing reports that are relevant, necessary, and easily understood. Clear and coherent data systems and data reports significantly improve educators’ data use and save educators time and frustration. The strategies in this book will help those responsible for designing education data reports—including school leaders, administrators, and educational technology vendors—to create productive data reports individualized for each school or district. This book breaks down the key concepts in creating and implementing data systems, ensuring that you are a better partner with teachers and staff so they can work with and use data correctly and improve teaching and learning.

Author : Edie Holcomb
Publisher : Solution Tree Press
Page : 240 pages
File Size : 52,9 Mb
Release : 2012-01-25
Category : Education
ISBN : 9781935543046

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Data-Based Decision Making by Edie Holcomb Pdf

You’re ready to start collecting and utilizing school data, but what data? How exactly will you find it, and how will you use it once you have it? This informative resource takes an in-depth look at best data collection practices and guides the elementary school principal on how to reach struggling learners, strengthen instruction, and achieve schoolwide improvement.

Author : David E. Nelson (M.D.),Bradford W. Hesse,Robert T. Croyle
Publisher : Oxford University Press, USA
Page : 340 pages
File Size : 47,9 Mb
Release : 2009
Category : Medical
ISBN : 9780195381535

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Making Data Talk by David E. Nelson (M.D.),Bradford W. Hesse,Robert T. Croyle Pdf

The authors summarize and synthesize research on the selection and presentation of data pertinent to public health and provide practical suggestions, based on this research summary and synthesis, on how scientists and other public health practitioners can better communicate data to the public, policy makers and the press.

Author : Trish Hatch,Julie Hartline
Publisher : Corwin Press
Page : 473 pages
File Size : 45,6 Mb
Release : 2021-07-29
Category : Education
ISBN : 9781071825631

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The Use of Data in School Counseling by Trish Hatch,Julie Hartline Pdf

This edition provides school counselors with new ways for moving from reactive to proactive and from random to intentional counseling. By using data to determine what all students deserve to receive and when some students need more, it offers effective ways to provide proactive school counseling services, stay accountable, and advocate for systemic change. Includes data analysis, intervention strategies, methods aligned with standards, examples, artifacts, and other tools.

Author : Catherine D'Ignazio,Lauren F. Klein
Publisher : MIT Press
Page : 328 pages
File Size : 48,6 Mb
Release : 2023-10-03
Category : Social Science
ISBN : 9780262547185

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Data Feminism by Catherine D'Ignazio,Lauren F. Klein Pdf

A new way of thinking about data science and data ethics that is informed by the ideas of intersectional feminism. Today, data science is a form of power. It has been used to expose injustice, improve health outcomes, and topple governments. But it has also been used to discriminate, police, and surveil. This potential for good, on the one hand, and harm, on the other, makes it essential to ask: Data science by whom? Data science for whom? Data science with whose interests in mind? The narratives around big data and data science are overwhelmingly white, male, and techno-heroic. In Data Feminism, Catherine D'Ignazio and Lauren Klein present a new way of thinking about data science and data ethics—one that is informed by intersectional feminist thought. Illustrating data feminism in action, D'Ignazio and Klein show how challenges to the male/female binary can help challenge other hierarchical (and empirically wrong) classification systems. They explain how, for example, an understanding of emotion can expand our ideas about effective data visualization, and how the concept of invisible labor can expose the significant human efforts required by our automated systems. And they show why the data never, ever “speak for themselves.” Data Feminism offers strategies for data scientists seeking to learn how feminism can help them work toward justice, and for feminists who want to focus their efforts on the growing field of data science. But Data Feminism is about much more than gender. It is about power, about who has it and who doesn't, and about how those differentials of power can be challenged and changed.

Author : Kristoffer Bjärkefur,Luíza Cardoso de Andrade,Benjamin Daniels,Maria Ruth Jones
Publisher : World Bank Publications
Page : 388 pages
File Size : 50,9 Mb
Release : 2021-07-16
Category : Business & Economics
ISBN : 9781464816956

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Development Research in Practice by Kristoffer Bjärkefur,Luíza Cardoso de Andrade,Benjamin Daniels,Maria Ruth Jones Pdf

Development Research in Practice leads the reader through a complete empirical research project, providing links to continuously updated resources on the DIME Wiki as well as illustrative examples from the Demand for Safe Spaces study. The handbook is intended to train users of development data how to handle data effectively, efficiently, and ethically. “In the DIME Analytics Data Handbook, the DIME team has produced an extraordinary public good: a detailed, comprehensive, yet easy-to-read manual for how to manage a data-oriented research project from beginning to end. It offers everything from big-picture guidance on the determinants of high-quality empirical research, to specific practical guidance on how to implement specific workflows—and includes computer code! I think it will prove durably useful to a broad range of researchers in international development and beyond, and I learned new practices that I plan on adopting in my own research group.†? —Marshall Burke, Associate Professor, Department of Earth System Science, and Deputy Director, Center on Food Security and the Environment, Stanford University “Data are the essential ingredient in any research or evaluation project, yet there has been too little attention to standardized practices to ensure high-quality data collection, handling, documentation, and exchange. Development Research in Practice: The DIME Analytics Data Handbook seeks to fill that gap with practical guidance and tools, grounded in ethics and efficiency, for data management at every stage in a research project. This excellent resource sets a new standard for the field and is an essential reference for all empirical researchers.†? —Ruth E. Levine, PhD, CEO, IDinsight “Development Research in Practice: The DIME Analytics Data Handbook is an important resource and a must-read for all development economists, empirical social scientists, and public policy analysts. Based on decades of pioneering work at the World Bank on data collection, measurement, and analysis, the handbook provides valuable tools to allow research teams to more efficiently and transparently manage their work flows—yielding more credible analytical conclusions as a result.†? —Edward Miguel, Oxfam Professor in Environmental and Resource Economics and Faculty Director of the Center for Effective Global Action, University of California, Berkeley “The DIME Analytics Data Handbook is a must-read for any data-driven researcher looking to create credible research outcomes and policy advice. By meticulously describing detailed steps, from project planning via ethical and responsible code and data practices to the publication of research papers and associated replication packages, the DIME handbook makes the complexities of transparent and credible research easier.†? —Lars Vilhuber, Data Editor, American Economic Association, and Executive Director, Labor Dynamics Institute, Cornell University