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    1. Psykologi och pedagogik
    2. Pedagogik
    3. Högskola och universitet

    Big Data on Campus

    Data Analytics and Decision Making in Higher Education

    AvKaren L. Webber,Henry Y. Zheng

    Inbunden, Engelska, 2020

    516 kr

    Beställningsvara. Skickas inom 5-8 vardagar. Fri frakt över 249 kr.

    Beskrivning

    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

    Produktinformation

    • Utgivningsdatum:2020-12-29
    • Mått:152 x 229 x 24 mm
    • Vikt:590 g
    • Format:Inbunden
    • Språk:Engelska
    • Antal sidor:336
    • Förlag:Johns Hopkins University Press
    • ISBN:9781421439037

    Utforska kategorier

    • Högskola och universitet inom Psykologi och pedagogik
    • Databaser inom Data och IT
    • Utbildningsstrategier och utbildningspolitik inom Psykologi och pedagogik

    Mer om författaren

    Karen L. Webber is an associate professor of higher education at the University of Georgia. She is the editor of Building Capacity in Institutional Research and Decision Support in Higher Education and the coeditor of Institutional Research and Planning in Higher Education: Global Trends and Contexts. Henry Y. Zheng is a senior associate vice president for strategic analytics at Ohio State University. He is the former vice provost for institutional research and strategic analytics at Lehigh University.

    Innehållsförteckning

    • Foreword, by Christine M. KellerAcknowledgments Part I. Technology, Digitization, Big Data, and Analytics Maturity as the Enabling Conditions for Data-Informed Decision MakingChapter 1. Data Analytics and the Imperatives for Data-Informed Decision Making in Higher EducationKaren L. Webber and Henry Y. ZhengChapter 2. Big Data and the Transformation of Decision Making in Higher EducationBraden J. HoschChapter 3. Predictive Analytics and Its Uses in Higher EducationHenry Y. Zheng and Ying ZhouPart II. The Ethical, Cultural, and Managerial Imperatives of Data-Informed Decision Making in Higher EducationChapter 4. Limitations in Data Analytics: Potential Misuse and Misunderstanding in Data Reports and VisualizationsKaren L. Webber and Jillian N. MornChapter 5. Guiding Your Organization's Data Strategy: The Roles of University Senior Leaders and Trustees in Strategic AnalyticsGail B. Marsh and Rachit TharianiChapter 6. Data Governance, Data Stewardship, and the Building of an AnalyticsOrganizational CultureRana Glasgal and Valentina NestorPart III. The Application of Analytics in Higher Education Decision Making: Case StudiesChapter 7. Data Analytics and Decision Making in Admissions and Enrollment ManagementTom Gutman and Brian P. HinoteChapter 8. Predictive Analytics, Academic Advising, Early Alerts, and Student SuccessTimothy M. RenickChapter 9. Constituent Relationship Management and Student Engagement LifecycleCathy A. O'Bryan, Chris Tompkins, and Carrie Hancock MarcinkevageChapter 10. Learning Analytics for Learning Assessment: Complexities in Efficacy, Implementation, and Broad UseCarrie Klein, Jaime Lester, Huzefa Rangwala, and Aditya JohriChapter 11. Using Data Analytics to Support Institutional Financial and Operational EfficiencyLindsay K. Wayt, Susan M. Menditto, J. Michael Gower, and Charles TegenPart IV. Concluding CommentsChapter 12. Data-Informed Decision Making and the Pursuit of Analytics Maturity in Higher EducationKaren L. Webber and Henry Y. ZhengContributorsIndex
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