Big Data on Campus

Big Data on Campus

Author: Karen L. Webber

Publisher: Johns Hopkins University Press

Published: 2020-11-03

Total Pages: 337

ISBN-13: 1421439034

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Webber, Henry Y. Zheng, Ying Zhou


The College Stress Test

The College Stress Test

Author: Robert Zemsky

Publisher: Johns Hopkins University Press

Published: 2020-02-25

Total Pages: 167

ISBN-13: 1421437031

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Provides an insightful analysis of the market stresses that threaten the viability of some of America's colleges and universities while delivering a powerful predictive tool to measure an institution's risk of closure. In The College Stress Test, Robert Zemsky, Susan Shaman, and Susan Campbell Baldridge present readers with a full, frank, and informed discussion about college and university closures. Drawing on the massive institutional data set available from IPEDS (the Integrated Postsecondary Education Data System), they build a stress test for estimating the market viability of more than 2,800 undergraduate institutions. They examine four key variables—new student enrollments, net cash price, student retention, and major external funding—to gauge whether an institution is potentially at risk of considering closure or merging with another school. They also assess student body demographics to see which students are commonly served by institutions experiencing market stress. The book's appendix includes a powerful do-it-yourself tool that institutions can apply, using their own IPEDS data, to understand their level of risk. The book's underlying statistical analysis makes clear that closings will not be nearly as prevalent as many prognosticators are predicting and will in fact impact relatively few students. The authors argue that just 10 percent or fewer of the nation's colleges and universities face substantial market risk, while 60 percent face little or no market risk. The remaining 30 percent of institutions, the authors find, are bound to struggle. To thrive, the book advises, these schools will need to reconsider the curricula they deliver, the prices they charge, and their willingness to experiment with new modes of instruction. The College Stress Test provides an urgently needed road map at a moment when the higher education terrain is shifting. Those interested in and responsible for the fate of these institutions will find in this book a clearly defined set of risk indicators, a methodology for monitoring progress over time, and an evidence-based understanding of where they reside in the landscape of institutional risk.


Education Management and Management Science

Education Management and Management Science

Author: Dawei Zheng

Publisher: CRC Press

Published: 2015-07-28

Total Pages: 710

ISBN-13: 131575214X

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This proceedings volume contains selected papers presented at the 2014 International Conference on Education Management and Management Science (ICEMMS 2014), held August 7-8, 2014, in Tianjin, China. The objective of ICEMMS2014 is to provide a platform for researchers, engineers, academicians as well as industrial professionals from all over the wo


Handbook of Operations Research and Management Science in Higher Education

Handbook of Operations Research and Management Science in Higher Education

Author: Zilla Sinuany-Stern

Publisher: Springer Nature

Published: 2021-09-09

Total Pages: 529

ISBN-13: 303074051X

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This handbook covers various areas of Higher Education (HE) in which operations research/management science (OR/MS) techniques are used. Key examples include: international comparisons, university rankings, and rating academic efficiency with Data Envelopment Analysis (DEA); formulating academic strategy with balanced scorecard; budgeting and planning with linear and quadratic models; student forecasting; E-learning evaluation; faculty evaluation with questionnaires and multivariate statistics; marketing for HE; analytic and educational simulation; academic information systems; technology transfer with systems analysis; and examination timetabling. Overviews, case studies and findings on advanced OR/MS applications in various functional areas of HE are included.


Demographics and the Demand for Higher Education

Demographics and the Demand for Higher Education

Author: Nathan D. Grawe

Publisher: JHU Press

Published: 2018

Total Pages: 189

ISBN-13: 1421424134

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"The economics of American higher education are driven by one key factor--the availability of students willing to pay tuition--and many related factors that determine what schools they attend. By digging into the data, economist Nathan Grawe has created probability models for predicting college attendance. What he sees are alarming events on the horizon that every college and university needs to understand. Overall, he spots demographic patterns that are tilting the US population toward the Hispanic southwest. Moreover, since 2007, fertility rates have fallen by 12 percent. Higher education analysts recognize the destabilizing potential of these trends. However, existing work fails to adjust headcounts for college attendance probabilities and makes no systematic attempt to distinguish demand by institution type. This book analyzes demand forecasts by institution type and rank, disaggregating by demographic groups. Its findings often contradict the dominant narrative: while many schools face painful contractions, demand for elite schools is expected to grow by 15+ percent. Geographic and racial profiles will shift only slightly--and attendance by Asians, not Hispanics, will grow most. Grawe also use the model to consider possible changes in institutional recruitment strategies and government policies. These "what if" analyses show that even aggressive innovation is unlikely to overcome trends toward larger gaps across racial, family income, and parent education groups. Aimed at administrators and trustees with responsibility for decisions ranging from admissions to student support to tenure practices to facilities construction, this book offers data to inform decision-making--decisions that will determine institutional success in meeting demographic challenges"--