How Colleges Use Data
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How Colleges Use Data
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Author : Jonathan S. Gagliardi
language : en
Publisher: JHU Press
Release Date : 2022-12-20
How Colleges Use Data written by Jonathan S. Gagliardi and has been published by JHU Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-20 with Education categories.
What does a culture of evidence really look like in higher education? The use of big data and the rapid acceleration of storage and analytics tools have led to a revolution of data use in higher education. Institutions have moved from relying largely on historical trends and descriptive data to the more widespread adoption of predictive and prescriptive analytics. Despite this rapid evolution of data technology and analytics tools, universities and colleges still face a number of obstacles in their data use. In How Colleges Use Data, Jonathan S. Gagliardi presents college and university leaders with an important resource to help cultivate, implement, and sustain a culture of evidence through the ethical and responsible use and adoption of data and analytics. Gagliardi provides a broad context for data use among colleges, including key concepts and use cases related to data and analytics. He also addresses the different dimensions of data use and highlights the promise and perils of the widespread adoption of data and analytics, in addition to important elements of implementing and scaling a culture of evidence. Demystifying data and analytics, the book helps faculty and administrators understand important topics, including: • How to define institutional aspirations using data • Equity and student success • Strategic finance and resource optimization • Academic quality and integrity • Data governance and utility • Implicit and explicit bias in data • Implementation and planning • How data will be used in the future How Colleges Use Data helps college and university leaders understand what a culture of evidence in higher education truly looks like.
Big Data On Campus
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Author : Karen L. Webber
language : en
Publisher: JHU Press
Release Date : 2020-11-03
Big Data On Campus written by Karen L. Webber and has been published by JHU Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-03 with Education categories.
How data-informed decision making can make colleges and universities more effective institutions. The continuing importance of data analytics is not lost on higher education leaders, who face a multitude of challenges, including increasing operating costs, dwindling state support, limits to tuition increases, and increased competition from the for-profit sector. To navigate these challenges, savvy leaders must leverage data to make sound decisions. In Big Data on Campus, leading data analytics experts and higher ed leaders show the role that analytics can play in the better administration of colleges and universities. Aimed at senior administrative leaders, practitioners of institutional research, technology professionals, and graduate students in higher education, the book opens with a conceptual discussion of the roles that data analytics can play in higher education administration. Subsequent chapters address recent developments in technology, the rapid accumulation of data assets, organizational maturity in building analytical capabilities, and methodological advancements in developing predictive and prescriptive analytics. Each chapter includes a literature review of the research and application of analytics developments in their respective functional areas, a discussion of industry trends, examples of the application of data analytics in their decision process, and other related issues that readers may wish to consider in their own organizational environment to find opportunities for building robust data analytics capabilities. Using a series of focused discussions and case studies, Big Data on Campus helps readers understand how analytics can support major organizational functions in higher education, including admission decisions, retention and enrollment management, student life and engagement, academic and career advising, student learning and assessment, and academic program planning. The final section of the book addresses major issues and human factors involved in using analytics to support decision making; the ethical, cultural, and managerial implications of its use; the role of university leaders in promoting analytics in decision making; and the need for a strong campus community to embrace the analytics revolution. Contributors: Rana Glasgal, J. Michael Gower, Tom Gutman, Brian P. Hinote, Braden J. Hosch, Aditya Johri, Christine M. Keller, Carrie Klein, Jaime Lester, Carrie Hancock Marcinkevage, Gail B. Marsh, Susan M. Menditto, Jillian N. Morn, Valentina Nestor, Cathy O'Bryan, Huzefa Rangwala, Timothy Renick, Charles Tegen, Rachit Thariani, Chris Tompkins, Lindsay K. Wayt, Karen L. Webber, Henry Y. Zheng, Ying Zhou
Building A Smarter University
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Author : Jason E. Lane
language : en
Publisher: SUNY Press
Release Date : 2014-09-30
Building A Smarter University written by Jason E. Lane and has been published by SUNY Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-09-30 with Education categories.
Demonstrates how universities can use Big Data to enhance operations and management, improve the education pipeline, and educate the next generation of data scientists. The Big Data movement and the renewed focus on data analytics are transforming everything from healthcare delivery systems to the way cities deliver services to residents. Now is the time to examine how this Big Data could help build smarter universities. While much of the cutting-edge research that is being done with Big Data is happening at colleges and universities, higher education has yet to turn the digital mirror on itself to advance the academic enterprise. Institutions can use the huge amounts of data being generated to improve the student learning experience, enhance research initiatives, support effective community outreach, and develop campus infrastructure. This volume focuses on three primary themes related to creating a smarter university: refining the operations and management of higher education institutions, cultivating the education pipeline, and educating the next generation of data scientists. Through an analysis of these issues, the contributors address how universities can foster innovation and ingenuity in the academy. They also provide scholarly and practical insights in order to frame these topics for an international discussion.
Using Data To Improve Higher Education
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Author : Maria Eliophotou Menon
language : en
Publisher: Springer
Release Date : 2014-11-26
Using Data To Improve Higher Education written by Maria Eliophotou Menon and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-11-26 with Education categories.
In recent decades, higher education systems and institutions have been called to respond to an unprecedented number of challenges. Major challenges
You Are A Data Person
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Author : Amelia Parnell
language : en
Publisher: Taylor & Francis
Release Date : 2023-07-03
You Are A Data Person written by Amelia Parnell and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-03 with Education categories.
Internal and external pressure continues to mount for college professionals to provide evidence of successful activities, programs, and services, which means that, going forward, nearly every campus professional will need to approach their work with a data-informed perspective.But you find yourself thinking “I am not a data person”.Yes, you are. Or can be with the help of Amelia Parnell.You Are a Data Person provides context for the levels at which you are currently comfortable using data, helps you identify both the areas where you should strengthen your knowledge and where you can use this knowledge in your particular university role.For example, the rising cost to deliver high-quality programs and services to students has pushed many institutions to reallocate resources to find efficiencies. Also, more institutions are intentionally connecting classroom and cocurricular learning experiences which, in some instances, requires an increased gathering of evidence that students have acquired certain skills and competencies. In addition to programs, services, and pedagogy, professionals are constantly monitoring the rates at which students are entering, remaining enrolled in, and leaving the institution, as those movements impact the institution’s financial position.From teaching professors to student affairs personnel and beyond, Parnell offers tangible examples of how professionals can make data contributions at their current and future knowledge level, and will even inspire readers to take the initiative to engage in data projects.The book includes a set of self-assessment questions and a companion set of action steps and available resources to help readers accept their identity as a data person. It also includes an annotated list of at least 20 indicators that any higher education professional can examine without sophisticated data analyses.
Creating A Data Informed Culture In Community Colleges
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Author : Brad C. Phillips
language : en
Publisher: Harvard Education Press
Release Date : 2020-10-08
Creating A Data Informed Culture In Community Colleges written by Brad C. Phillips and has been published by Harvard Education Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-08 with Education categories.
Brad C. Phillips and Jordan E. Horowitz offer a research-based model and actionable approach for using data strategically at community colleges to increase completion rates as well as other metrics linked to student success. They draw from the fields of psychology, neuroscience, and behavioral economics to show how leaders and administrators can build good habits for engaging with data constructively. At the core of their approach is a strategic effort to help administrators and faculty identify leading indicators that they can affect and monitor before student failure occurs. The book also helps educators make better use of common sources of data, clarify problems to be solved, match research-based interventions to problems, and evaluate results. The authors incorporate strategies for college personnel to engage with data more effectively by integrating student stories into presentations and embedding these discussions into existing meetings and routines. Three case studies from Long Beach City College, Southwestern College, and Odessa College further illustrate how this approach was implemented as part of comprehensive reform efforts. Based on two decades of experience working with colleges across the country, Creating a Data-Informed Culture in Community Colleges promises to be a valuable contribution to the ongoing conversation about information use in education to improve student outcomes.
Data Strategy In Colleges And Universities
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Author : Kristina Powers
language : en
Publisher: Routledge
Release Date : 2019-10-16
Data Strategy In Colleges And Universities written by Kristina Powers and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-16 with Education categories.
This valuable resource helps institutional leaders understand and implement a data strategy at their college or university that maximizes benefits to all creators and users of data. Exploring key considerations necessary for coordination of fragmented resources and the development of an effective, cohesive data strategy, this book brings together professionals from different higher education experiences and perspectives, including academic, administration, institutional research, information technology, and student affairs. Focusing on critical elements of data strategy and governance, each chapter in Data Strategy in Colleges and Universities helps higher education leaders address a frustrating problem with much-needed solutions for fostering a collaborative, data-driven strategy.
Data For Continuous Programmatic Improvement
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Author : Ellen B. Mandinach
language : en
Publisher: Routledge
Release Date : 2018-11-06
Data For Continuous Programmatic Improvement written by Ellen B. Mandinach and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-06 with Education categories.
This book addresses the issue of data use in educator preparation programs towards continuous programmatic improvement. With an aim to increase the rigor in both research and practice in educational administration and teacher education, this volume will analyze the longstanding quality concerns about teacher and leadership preparation and standards for programs and educators, as well as controversies concerning national accreditation and federal efforts to mandate program reporting data. By exploring the policies and practices that influence departments of education, this volume examines the increasing pressures to improve institutional functioning, within a complex system of university, state, and national structures and organizations.
Using Data In Schools To Inform Leadership And Decision Making
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Author : Alex J. Bowers
language : en
Publisher: IAP
Release Date : 2014-11-01
Using Data In Schools To Inform Leadership And Decision Making written by Alex J. Bowers and has been published by IAP this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-11-01 with Education categories.
Our fifth book in the International Research on School Leadership series focuses on the use of data in schools and districts as useful information for leadership and decision making. Schools are awash in data and information, from test scores, to grades, to discipline reports, and attendance as just a short list of student information sources, while additional streams of data feed into schools and districts from teachers and parents as well as local, regional and national policy levels. To deal with the data, schools have implemented a variety of data practices, from data rooms, to data days, data walks, and data protocols. However, despite the flood of data, successful school leaders are leveraging an analysis of their school’s data as a means to bring about continuous improvement in an effort to improve instruction for all students. Nevertheless, some drown, some swim, while others find success. Our goal in this book volume is to bring together a set of chapters by authors who examine successful data use as it relates to leadership and school improvement. In particular, the chapters in this volume consider important issues in this domain, including: • How educational leaders use data to inform their practice. • What types of data and data analysis are most useful to successful school leaders. • To what extent are data driven and data informed practices helping school leaders positively change instructional practice? • In what ways does good data collection and analysis feed into successful continuous improvement and holistic systems thinking? • How have school leadership practices changed as more data and data analysis techniques have become available? • What are the major obstacles facing school leaders when using data for decision making and how do they overcome them?
Data Use In The Community College
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Author : Linda Serra Hagedorn
language : en
Publisher: John Wiley & Sons
Release Date : 2012-05-07
Data Use In The Community College written by Linda Serra Hagedorn and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-05-07 with Education categories.
"This volume speaks of the multiplicity of data required to tell the community college story. The authors explore and detail how various sources - workforce data, market data, state-level data, federal data, and, of course, institutional data such as transcript files - all have something to say about the life of a community college"--Back cover.