How Colleges Use Data

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How Colleges Use Data

Author : Jonathan S. Gagliardi
Publisher : JHU Press
ISBN 13 : 1421445204
Total Pages : 233 pages
Book Rating : 4.4/5 (214 download)

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Book Synopsis How Colleges Use Data by : Jonathan S. Gagliardi

Download or read book How Colleges Use Data written by Jonathan S. Gagliardi and published by JHU Press. This book was released on 2022-12-20 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Karen L. Webber
Publisher : Johns Hopkins University Press
ISBN 13 : 1421439034
Total Pages : 337 pages
Book Rating : 4.4/5 (214 download)

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Book Synopsis Big Data on Campus by : Karen L. Webber

Download or read book Big Data on Campus written by Karen L. Webber and published by Johns Hopkins University Press. This book was released on 2020-11-03 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: Webber, Henry Y. Zheng, Ying Zhou

You Are a Data Person

Author : Amelia Parnell
Publisher : Taylor & Francis
ISBN 13 : 1000978699
Total Pages : 134 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis You Are a Data Person by : Amelia Parnell

Download or read book You Are a Data Person written by Amelia Parnell and published by Taylor & Francis. This book was released on 2023-07-03 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Data Strategy in Colleges and Universities

Author : Kristina Powers
Publisher : Routledge
ISBN 13 : 042979441X
Total Pages : 187 pages
Book Rating : 4.4/5 (297 download)

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Book Synopsis Data Strategy in Colleges and Universities by : Kristina Powers

Download or read book Data Strategy in Colleges and Universities written by Kristina Powers and published by Routledge. This book was released on 2019-10-16 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Big Data on Campus

Author : Karen L. Webber
Publisher : JHU Press
ISBN 13 : 1421439042
Total Pages : 337 pages
Book Rating : 4.4/5 (214 download)

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Book Synopsis Big Data on Campus by : Karen L. Webber

Download or read book Big Data on Campus written by Karen L. Webber and published by JHU Press. This book was released on 2020-11-03 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Who Gets In and Why

Author : Jeffrey Selingo
Publisher : Scribner
ISBN 13 : 1982116293
Total Pages : 336 pages
Book Rating : 4.9/5 (821 download)

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Book Synopsis Who Gets In and Why by : Jeffrey Selingo

Download or read book Who Gets In and Why written by Jeffrey Selingo and published by Scribner. This book was released on 2020-09-15 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: From award-winning higher education journalist and New York Times bestselling author Jeffrey Selingo comes a revealing look from inside the admissions office—one that identifies surprising strategies that will aid in the college search. Getting into a top-ranked college has never seemed more impossible, with acceptance rates at some elite universities dipping into the single digits. In Who Gets In and Why, journalist and higher education expert Jeffrey Selingo dispels entrenched notions of how to compete and win at the admissions game, and reveals that teenagers and parents have much to gain by broadening their notion of what qualifies as a “good college.” Hint: it’s not all about the sticker on the car window. Selingo, who was embedded in three different admissions offices—a selective private university, a leading liberal arts college, and a flagship public campus—closely observed gatekeepers as they made their often agonizing and sometimes life-changing decisions. He also followed select students and their parents, and he traveled around the country meeting with high school counselors, marketers, behind-the-scenes consultants, and college rankers. While many have long believed that admissions is merit-based, rewarding the best students, Who Gets In and Why presents a more complicated truth, showing that “who gets in” is frequently more about the college’s agenda than the applicant. In a world where thousands of equally qualified students vie for a fixed number of spots at elite institutions, admissions officers often make split-second decisions based on a variety of factors—like diversity, money, and, ultimately, whether a student will enroll if accepted. One of the most insightful books ever about “getting in” and what higher education has become, Who Gets In and Why not only provides an unusually intimate look at how admissions decisions get made, but guides prospective students on how to honestly assess their strengths and match with the schools that will best serve their interests.

Demographics and the Demand for Higher Education

Author : Nathan D. Grawe
Publisher : JHU Press
ISBN 13 : 1421424134
Total Pages : 189 pages
Book Rating : 4.4/5 (214 download)

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Book Synopsis Demographics and the Demand for Higher Education by : Nathan D. Grawe

Download or read book Demographics and the Demand for Higher Education written by Nathan D. Grawe and published by JHU Press. This book was released on 2018 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: "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"--

How College Works

Author : Daniel F. Chambliss
Publisher : Harvard University Press
ISBN 13 : 067472609X
Total Pages : 219 pages
Book Rating : 4.6/5 (747 download)

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Book Synopsis How College Works by : Daniel F. Chambliss

Download or read book How College Works written by Daniel F. Chambliss and published by Harvard University Press. This book was released on 2014-02-17 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: Constrained by shrinking budgets, can colleges do more to improve the quality of education? And can students get more out of college without paying higher tuition? Daniel Chambliss and Christopher Takacs conclude that limited resources need not diminish the undergraduate experience. How College Works reveals the decisive role that personal relationships play in determining a student's success, and puts forward a set of small, inexpensive interventions that yield substantial improvements in educational outcomes. At a liberal arts college in New York, the authors followed nearly one hundred students over eight years. The curricular and technological innovations beloved by administrators mattered much less than did professors and peers, especially early on. At every turning point in undergraduate lives, it was the people, not the programs, that proved critical. Great teachers were more important than the topics studied, and just two or three good friendships made a significant difference academically as well as socially. For most students, college works best when it provides the daily motivation to learn, not just access to information. Improving higher education means focusing on the quality of relationships with mentors and classmates, for when students form the right bonds, they make the most of their education.

How University Budgets Work

Author : Dean O. Smith
Publisher : Johns Hopkins University Press
ISBN 13 : 1421432765
Total Pages : 195 pages
Book Rating : 4.4/5 (214 download)

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Book Synopsis How University Budgets Work by : Dean O. Smith

Download or read book How University Budgets Work written by Dean O. Smith and published by Johns Hopkins University Press. This book was released on 2019-11-19 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ultimately, this logical, accessible book provides a working knowledge of how university budgets are produced and implemented, one that enables faculty members and administrators to become more effective in their roles within the university.

Building a Smarter University

Author : Jason E. Lane
Publisher : SUNY Press
ISBN 13 : 1438454538
Total Pages : 344 pages
Book Rating : 4.4/5 (384 download)

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Book Synopsis Building a Smarter University by : Jason E. Lane

Download or read book Building a Smarter University written by Jason E. Lane and published by SUNY Press. This book was released on 2014-09-30 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

How Colleges Change

Author : Adrianna Kezar
Publisher : Routledge
ISBN 13 : 1351356216
Total Pages : 300 pages
Book Rating : 4.3/5 (513 download)

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Book Synopsis How Colleges Change by : Adrianna Kezar

Download or read book How Colleges Change written by Adrianna Kezar and published by Routledge. This book was released on 2018-07-27 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Joining theory and practice, How Colleges Change unmasks problematic assumptions that university leaders and change agents typically possess, and provides research-based principles for approaching change. Featuring case studies, teaching questions, change tools, and a greater focus on scaling change, this monumental new edition offers updated content and fresh insights into understanding, leading, and enacting change. Recognizing that internal and external conditions shape and frame change processes, Kezar presents an overarching practical toolkit—a framework for analyzing change, as well as a set of theoretical perspectives to apply that framework in order to custom-design a change process, no matter the organizational challenge or context. How Colleges Change is a crucial resource for aspiring and practicing campus leaders, higher education practitioners, scholars, faculty, and staff who want to become agents of change in their own institutions.

American Universities and Colleges

Author : Praeger Publishers
Publisher : Bloomsbury Publishing USA
ISBN 13 : 031336608X
Total Pages : 1661 pages
Book Rating : 4.3/5 (133 download)

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Book Synopsis American Universities and Colleges by : Praeger Publishers

Download or read book American Universities and Colleges written by Praeger Publishers and published by Bloomsbury Publishing USA. This book was released on 2010-04-16 with total page 1661 pages. Available in PDF, EPUB and Kindle. Book excerpt: For well over a half century, American Universities and Colleges has been the most comprehensive and highly respected directory of four-year institutions of higher education in the United States. A two-volume set that Choice magazine hailed as a most important resource in its November 2006 issue, this revised edition features the most up-to-date statistical data available to guide students in making a smart yet practical decision in choosing the university or college of their dreams. In addition, the set serves as an indispensable reference source for parents, college advisors, educators, and public, academic, and high school librarians. These two volumes provide extensive information on 1,900 institutions of higher education, including all accredited colleges and universities that offer at least the baccalaureate degree. This essential resource offers pertinent, statistical data on such topics as tuition, room and board; admission requirements; financial aid; enrollments; student life; library holdings; accelerated and study abroad programs; departments and teaching staff; buildings and grounds; and degrees conferred. Volume two of the set provides four indexes, including an institutional Index, a subject accreditation index, a levels of degrees offered index, and a tabular index of summary data by state. These helpful indexes allow readers to find information easily and to make comparisons among institutions effectively. Also contained within the text are charts and tables that provide easy access to comparative data on relevant topics.

Data Analytics Applications in Education

Author : Jan Vanthienen
Publisher : CRC Press
ISBN 13 : 1351650181
Total Pages : 259 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Data Analytics Applications in Education by : Jan Vanthienen

Download or read book Data Analytics Applications in Education written by Jan Vanthienen and published by CRC Press. This book was released on 2017-09-29 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: The abundance of data and the rise of new quantitative and statistical techniques have created a promising area: data analytics. This combination of a culture of data-driven decision making and techniques to include domain knowledge allows organizations to exploit big data analytics in their evaluation and decision processes. Also, in education and learning, big data analytics is being used to enhance the learning process, to evaluate efficiency, to improve feedback, and to enrich the learning experience. As every step a student takes in the online world can be traced, analyzed, and used, there are plenty of opportunities to improve the learning process of students. First, data analytics techniques can be used to enhance the student’ s learning process by providing real-time feedback, or by enriching the learning experience. Second, data analytics can be used to support the instructor or teacher. Using data analytics, the instructor can better trace, and take targeted actions to improve, the learning process of the student. Third, there are possibilities in using data analytics to measure the performance of instructors. Finally, for policy makers, it is often unclear how schools use their available resources to "produce" outcomes. By combining structured and unstructured data from various sources, data analytics might provide a solution for governments that aim to monitor the performance of schools more closely. Data analytics in education should not be the domain of a single discipline. Economists should discuss the possibilities, issues, and normative questions with a multidisciplinary team of pedagogists, philosophers, computer scientists, and sociologists. By bringing together various disciplines, a more comprehensive answer can be formulated to the challenges ahead. This book starts this discussion by highlighting some economic perspectives on the use of data analytics in education. The book begins a rich, multidisciplinary discussion that may make data analytics in education seem as natural as a teacher in front of a classroom.

The Real World of College

Author : Wendy Fischman
Publisher : MIT Press
ISBN 13 : 0262547260
Total Pages : 406 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis The Real World of College by : Wendy Fischman

Download or read book The Real World of College written by Wendy Fischman and published by MIT Press. This book was released on 2023-08-01 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: Why higher education in the United States has lost its way, and how universities and colleges can focus sharply on their core mission. For The Real World of College, Wendy Fischman and Howard Gardner analyzed in-depth interviews with more than 2,000 students, alumni, faculty, administrators, parents, trustees, and others, which were conducted at ten institutions ranging from highly selective liberal arts colleges to less-selective state schools. What they found challenged characterizations in the media: students are not preoccupied by political correctness, free speech, or even the cost of college. They are most concerned about their GPA and their resumes; they see jobs and earning potential as more important than learning. Many say they face mental health challenges, fear that they don’t belong, and feel a deep sense of alienation. Given this daily reality for students, has higher education lost its way? Fischman and Gardner contend that US universities and colleges must focus sharply on their core educational mission. Fischman and Gardner, both recognized authorities on education and learning, argue that higher education in the United States has lost sight of its principal reason for existing: not vocational training, not the provision of campus amenities, but to increase what Fischman and Gardner call “higher education capital”—to help students think well and broadly, express themselves clearly, explore new areas, and be open to possible transformations. Fischman and Gardner offer cogent recommendations for how every college can become a community of learners who are open to change as thinkers, citizens, and human beings.

How to Run a College

Author : Brian C. Mitchell
Publisher : JHU Press
ISBN 13 : 1421424770
Total Pages : 217 pages
Book Rating : 4.4/5 (214 download)

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Book Synopsis How to Run a College by : Brian C. Mitchell

Download or read book How to Run a College written by Brian C. Mitchell and published by JHU Press. This book was released on 2018-01-15 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: How can colleges stay relevant in the twenty-first century? Residential colleges are the foundation on which US higher education is based. These institutions possess storied traditions fondly cherished by students, alumni, and faculty. There is no denying, however, that all colleges today struggle with changing consumer preferences, high sticker prices, and aging infrastructure. Technological and pedagogical alternatives—not to mention growing political pressure—present complex challenges. What can colleges and smaller universities do to stay relevant in today’s educational and economic climate? In their concise guide, How to Run a College, Brian C. Mitchell and W. Joseph King analyze how colleges operate. Widely experienced as trustees, administrators, and faculty, they understand that colleges must update their practices, monetize their assets, and focus on core educational strategies in order to build strong institutions. Mitchell and King offer a frank yet optimistic vision for how colleges can change without losing their fundamental strengths. To survive and become sustainable, they must be centers of dynamic learning, as well as economic engines able to power regional, state, and national economies. Rejecting the notion that American colleges are holdovers from a bygone time, How to Run a College shows instead that they are centers of experimentation and innovation that heavily influence higher education not only in the United States but also worldwide.

Reengineering the University

Author : William F. Massy
Publisher : JHU Press
ISBN 13 : 1421419009
Total Pages : 305 pages
Book Rating : 4.4/5 (214 download)

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Book Synopsis Reengineering the University by : William F. Massy

Download or read book Reengineering the University written by William F. Massy and published by JHU Press. This book was released on 2016-03-15 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: How can colleges and universities improve efficiency while preserving academic values? Winner of the Typographic Jacket of the Washington Publishers Higher education expert William F. Massy’s decades as a professor, senior university officer, and consultant have left him with a passionate belief in the need for reform in America’s traditional universities. In Reengineering the University, he addresses widespread concerns that higher education’s costs are too high, learning falls short of objectives, disruptive technology and education models are mounting serious challenges to traditional institutions, and administrators and faculty are too often unwilling or unable to change. An expert microeconomist, Massy approaches the challenge of reform in a genuinely new way by applying rigorous economic principles, informed by financial data and other evidence, to explain the forces at work on universities and the flaws in the academic business model. Ultimately, he argues that computer models that draw on data from college transaction systems can help both administrators and faculty address problems of educational performance and cost analysis, manage the complexity of planning and budgeting systems, and monitor the progress of reform in nonintrusive and constructive ways. Written for institutional leaders, faculty, board members, and policymakers who bear responsibility for initiating and carrying through on reform in traditional colleges and universities, Reengineering the University shows how, working together, administrators and faculty can improve education, research, and affordability by keeping a close eye on both academic values and the bottom line.

An Insider's Guide to University Administration

Author : Daniel Grassian
Publisher : JHU Press
ISBN 13 : 1421437082
Total Pages : 277 pages
Book Rating : 4.4/5 (214 download)

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Book Synopsis An Insider's Guide to University Administration by : Daniel Grassian

Download or read book An Insider's Guide to University Administration written by Daniel Grassian and published by JHU Press. This book was released on 2020-02-25 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: It's not the "dark side" if you approach it with insight, wit, and compassion. Most new college and university administrators, especially if they come directly from the faculty ranks or from outside academia, receive little if any training. Rather, they try to succeed mostly by stumbling through the (semi-)dark with a combination of their own knowledge and experience as well as on-the-job learning. This can lead to costly (for the administrator and the institution) mistakes as well as professional failures and campus-wide miseries. In An Insider's Guide to University Administration, Daniel Grassian helps those currently in faculty positions or outside academia determine whether a career in college and university administration is right for them—and, if so, how to best position themselves for success. Applying theory to real, practical examples of university administration, Grassian provides both prospective and current administrators with an in-depth critical analysis of areas pertinent to college and university administration, including leadership, management, vision, diversity, ethics, and fund-raising. Drawing on his varied, extensive teaching and administrative career, Grassian leaves readers with a better understanding of what those in college and university administration do and the important practical, political, and ethical issues with which they engage.