Data Strategy In Colleges And Universities

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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 : 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.

Cultivating a Data Culture in Higher Education

Author : Kristina Powers
Publisher : Routledge
ISBN 13 : 1351694510
Total Pages : 198 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Cultivating a Data Culture in Higher Education by : Kristina Powers

Download or read book Cultivating a Data Culture in Higher Education written by Kristina Powers and published by Routledge. This book was released on 2018-05-25 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt: Higher education institutions have experienced a sharp increase in demand for accountability. To meet the growing demand by legislators, accreditors, consumers, taxpayers, and parents for evidence of successful outcomes, this important book provides higher education leaders and practitioners with actionable strategies for developing a comprehensive data culture throughout the entire institution. Exploring key considerations necessary for the development of an effective data culture in colleges and universities, this volume brings together diverse voices and perspectives, including institutional researchers, senior academic leaders, and faculty. Each chapter focuses on a critical element of managing or influencing a data culture, approaches for breaking through common challenges, and concludes with practical, research-based implementation strategies. Collectively, these strategies form a comprehensive list of recommendations for developing a data culture and becoming a change agent within your higher education institution.

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

The Analytics Revolution in Higher Education

Author : Jonathan S. Gagliardi
Publisher : Taylor & Francis
ISBN 13 : 1000981428
Total Pages : 200 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis The Analytics Revolution in Higher Education by : Jonathan S. Gagliardi

Download or read book The Analytics Revolution in Higher Education written by Jonathan S. Gagliardi and published by Taylor & Francis. This book was released on 2023-07-03 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Co-published with and In this era of “Big Data,” institutions of higher education are challenged to make the most of the information they have to improve student learning outcomes, close equity gaps, keep costs down, and address the economic needs of the communities they serve at the local, regional, and national levels. This book helps readers understand and respond to this “analytics revolution,” examining the evolving dynamics of the institutional research (IR) function, and the many audiences that institutional researchers need to serve.Internally, there is a growing need among senior leaders, administrators, faculty, advisors, and staff for decision analytics that help craft better resource strategies and bring greater efficiencies and return-on-investment for students and families. Externally, state legislators, the federal government, and philanthropies demand more forecasting and more evidence than ever before. These demands require new and creative responses, as they are added to previous demands, rather than replacing them, nor do they come with additional resources to produce the analysis to make data into actionable improvements. Thus the IR function must become that of teacher, ensuring that data and analyses are accurate, timely, accessible, and compelling, whether produced by an IR office or some other source. Despite formidable challenges, IR functions have begun to leverage big data and unlock the power of predictive tools and techniques, contributing to improved student outcomes.

Leveraging Data for Student Success

Author : Laura G. Knapp
Publisher : RTI Press
ISBN 13 : 1934831204
Total Pages : 124 pages
Book Rating : 4.9/5 (348 download)

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Book Synopsis Leveraging Data for Student Success by : Laura G. Knapp

Download or read book Leveraging Data for Student Success written by Laura G. Knapp and published by RTI Press. This book was released on 2016-09-29 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: People providing services to schools, teachers, and students want to know whether these services are effective. With that knowledge, a project director can expand services that work well and adjust implementation of activities that are not working as expected. When finding that an innovative strategy benefits students, a project director might want to share that information with other service providers who could build upon that strategy. Some organizations that fund programs for students will want a report demonstrating the program’s success. Determining whether a program is effective requires expertise in data collection, study design, and analysis. Not all project directors have this expertise—they tend to be primarily focused on working with schools, teachers, and students to undertake program activities. Collecting and obtaining student-level data may not be a routine part of the program. This book provides an overview of the process for evaluating a program. It is not a detailed methodological text but focuses on awareness of the process. What do program directors need to know about data and data analysis to plan an evaluation or to communicate with an evaluator? Examples focus on supporting college and career readiness programs. Readers can apply these processes to other studies that include a data collection component.

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"--

Creating a Data-Informed Culture in Community Colleges

Author : Brad C. Phillips
Publisher : Harvard Education Press
ISBN 13 : 1682531260
Total Pages : 235 pages
Book Rating : 4.6/5 (825 download)

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Book Synopsis Creating a Data-Informed Culture in Community Colleges by : Brad C. Phillips

Download or read book Creating a Data-Informed Culture in Community Colleges written by Brad C. Phillips and published by Harvard Education Press. This book was released on 2020-10-08 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Research Data Management

Author : Joyce M. Ray
Publisher : Purdue University Press
ISBN 13 : 1557536643
Total Pages : 448 pages
Book Rating : 4.5/5 (575 download)

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Book Synopsis Research Data Management by : Joyce M. Ray

Download or read book Research Data Management written by Joyce M. Ray and published by Purdue University Press. This book was released on 2014 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: It has become increasingly accepted that important digital data must be retained and shared in order to preserve and promote knowledge, advance research in and across all disciplines of scholarly endeavor, and maximize the return on investment of public funds. To meet this challenge, colleges and universities are adding data services to existing infrastructures by drawing on the expertise of information professionals who are already involved in the acquisition, management and preservation of data in their daily jobs. Data services include planning and implementing good data management practices, thereby increasing researchers' ability to compete for grant funding and ensuring that data collections with continuing value are preserved for reuse. This volume provides a framework to guide information professionals in academic libraries, presses, and data centers through the process of managing research data from the planning stages through the life of a grant project and beyond. It illustrates principles of good practice with use-case examples and illuminates promising data service models through case studies of innovative, successful projects and collaborations.

The Agile College

Author : Nathan D. Grawe
Publisher : JHU Press
ISBN 13 : 1421440245
Total Pages : 265 pages
Book Rating : 4.4/5 (214 download)

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Book Synopsis The Agile College by : Nathan D. Grawe

Download or read book The Agile College written by Nathan D. Grawe and published by JHU Press. This book was released on 2021-01-12 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: Following Grawe's seminal first book, this volume answers the question: How can a college or university prepare for forecasted demographic disruptions? Demographic changes promise to reshape the market for higher education in the next 15 years. Colleges are already grappling with the consequences of declining family size due to low birth rates brought on by the Great Recession, as well as the continuing shift toward minority student populations. Each institution faces a distinct market context with unique organizational strengths; no one-size-fits-all answer could suffice. In this essential follow-up to Demographics and the Demand for Higher Education, Nathan D. Grawe explores how proactive institutions are preparing for the resulting challenges that lie ahead. While it isn't possible to reverse the demographic tide, most institutions, he argues persuasively, can mitigate the effects. Drawing on interviews with higher education leaders, Grawe explores successful avenues of response, including • recruitment initiatives • retention programs • revisions to the academic and cocurricular program • institutional growth plans • retrenchment efforts • collaborative action Throughout, Grawe presents readers with examples taken from a range of institutions—small and large, public and private, two-year and four-year, selective and open-access. While an effective response to demographic change must reflect the individual campus context, the cases Grawe analyzes will prompt conversations about the best paths forward. The Agile College also extends projections for higher education demand. Using data from the High School Longitudinal Study, the book updates prior work by incorporating new information on college-going after the Great Recession and pushes forecasts into the mid-2030s. What's more, the analysis expands to examine additional aspects of the higher education market, such as dual enrollment, transfer students, and the role of immigration in college demand.

Assessing and Responding to the Growth of Computer Science Undergraduate Enrollments

Author : National Academies of Sciences, Engineering, and Medicine
Publisher : National Academies Press
ISBN 13 : 0309467020
Total Pages : 253 pages
Book Rating : 4.3/5 (94 download)

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Book Synopsis Assessing and Responding to the Growth of Computer Science Undergraduate Enrollments by : National Academies of Sciences, Engineering, and Medicine

Download or read book Assessing and Responding to the Growth of Computer Science Undergraduate Enrollments written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2018-04-28 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of computer science (CS) is currently experiencing a surge in undergraduate degree production and course enrollments, which is straining program resources at many institutions and causing concern among faculty and administrators about how best to respond to the rapidly growing demand. There is also significant interest about what this growth will mean for the future of CS programs, the role of computer science in academic institutions, the field as a whole, and U.S. society more broadly. Assessing and Responding to the Growth of Computer Science Undergraduate Enrollments seeks to provide a better understanding of the current trends in computing enrollments in the context of past trends. It examines drivers of the current enrollment surge, relationships between the surge and current and potential gains in diversity in the field, and the potential impacts of responses to the increased demand for computing in higher education, and it considers the likely effects of those responses on students, faculty, and institutions. This report provides recommendations for what institutions of higher education, government agencies, and the private sector can do to respond to the surge and plan for a strong and sustainable future for the field of CS in general, the health of the institutions of higher education, and the prosperity of the nation.

Higher Education on the Brink

Author : Alicia B. Harvey-Smith
Publisher : Rowman & Littlefield
ISBN 13 : 1475856644
Total Pages : 141 pages
Book Rating : 4.4/5 (758 download)

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Book Synopsis Higher Education on the Brink by : Alicia B. Harvey-Smith

Download or read book Higher Education on the Brink written by Alicia B. Harvey-Smith and published by Rowman & Littlefield. This book was released on 2022-02-28 with total page 141 pages. Available in PDF, EPUB and Kindle. Book excerpt: Higher education as we have known it has now and forever dramatically changed and so must the previous models that we once held dear. Leaders must take a fresh look at how their institutions design, implement, and measure practices in strategic enrollment management and expand the model, as never before. Higher Education on the Brink: Reimagining Strategic Enrollment Management in Colleges and Universities combines strategies for enrollment enhancement with significant support for development of alternative revenue streams for overall sustainability and growth. It introduces a new model for launching highly engaged strategic planning processes for colleges and universities. With current, real-world examples, the book details how colleges can be guided by integrated strategic planning processes to recalibrate efforts that yield key results. The major difference in this work is an exacting focus on organizational culture and each facet that defines it. As colleges and universities place new focus on strategically re-imagining higher education and their role in it, Higher Education on the Brink will serve as a guide for determining what difficult questions need to be asked and how to answer those questions in a manner that will position the college for the future with support from the college community, generating increased opportunities for student and operational success.

The College Dropout Scandal

Author : David Kirp
Publisher : Oxford University Press
ISBN 13 : 019086222X
Total Pages : 256 pages
Book Rating : 4.1/5 (98 download)

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Book Synopsis The College Dropout Scandal by : David Kirp

Download or read book The College Dropout Scandal written by David Kirp and published by Oxford University Press. This book was released on 2019-07-01 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Higher education today faces a host of challenges, from quality to cost. But too little attention gets paid to a startling fact: four out of ten students -- that's more than ten percent of the entire population - -who start college drop out. The situation is particularly dire for black and Latino students, those from poor families, and those who are first in their families to attend college. In The College Dropout Scandal, David Kirp outlines the scale of the problem and shows that it's fixable - -we already have the tools to boost graduation rates and shrink the achievement gap. Many college administrators know what has to be done, but many of them are not doing the job - -the dropout rate hasn't decreased for decades. It's not elite schools like Harvard or Williams who are setting the example, but places like City University of New York and Long Beach State, which are doing the hard work to assure that more students have a better education and a diploma. As in his New York Times columns, Kirp relies on vivid, on-the-ground reporting, conversations with campus leaders, faculty and students, as well as cogent overviews of cutting-edge research to identify the institutional reforms--like using big data to quickly identify at-risk students and get them the support they need -- and the behavioral strategies -- from nudges to mindset changes - -that have been proven to work. Through engaging stories that shine a light on an underappreciated problem in colleges today, David Kirp's hopeful book will prompt colleges to make student success a top priority and push more students across the finish line, keeping their hopes of achieving the American Dream alive.

Data Science in Higher Education

Author : Jesse Lawson
Publisher :
ISBN 13 : 9781515206460
Total Pages : 226 pages
Book Rating : 4.2/5 (64 download)

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Book Synopsis Data Science in Higher Education by : Jesse Lawson

Download or read book Data Science in Higher Education written by Jesse Lawson and published by . This book was released on 2015-09-06 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: Be the Change your Institution Needs What are leaders in research saying about Data Science in Higher Education? "Where has this book been all these years? This is THE starting point for researchers looking for a leg up in today's college environment. Two parts discussion, one part methodology, and one part witty humor. I love it!" "Buy this book for your analysts. They and your college will thank you." "This is the only book on data science specific for higher education research that covers both theory and practice. I'm not a programmer at all, and I found this book very enjoyable. You wont regret it -- I know I don't!" "When our department was tasked with coming up with a predictive 'machine-learning' model, we hired Jesse to help us. His charisma and knowledge are unmatched, and this book only helps to breathe fresh life into issues in research today that are all too often swept under the rug." Discover the tools to take your institution to the next level! Data Science in higher education is the process of turning raw institutional data into actionable intelligence. With this introduction to foundational topics in machine learning and predictive analytics, ambitious leaders in research can develop and employ sophisticated predictive models to better inform their institution's decision-making process. You don't need an advanced degree in math or statistics to do data science. With the open-source statistical programming language R, you'll learn how to tackle real-life institutional data challenges (with actual institutional data!) by going step-by-step through different case studies. Topics include: Simple, Multiple, & Logistic Regression Techniques, and Naive Bayes Classifiers Best Practices for Data Scientists in Higher Education Narrative-style stories, gotchas, and insights from actual data science jobs at colleges and universities "Forget the textbooks. This is a book on data science written for institutional researchers *by* an institutional researcher. You need this book."------------------------------------------ Data Science is the art of carefully picking through that pile of book pages and putting together a complete book. It's the art of developing a narrative for your data, so that all the raw information that your institution warehouses and reports in bar charts and histograms is replaced with actionable intelligence. Here's what we know: Data science can and should be an integral part of college and university operations. Institutional effectiveness should be working side-by-side with faculty and educators to collect, clean, and mine through data of current and past students' behaviors in order to better empower counseling and advisement services (whether virtual or otherwise). Data itself should be considered an asset to an institution, and the data mining process a necessary function of institutional operations. So how do we do it? It starts with a solid perspective and great research tools. With Data Science in Higher Education you'll learn about and solve real-world institutional problems with open-source tools and machine learning research techniques. Using R, you'll tackle case studies from real colleges and develop predictive analytical solutions to problems that colleges and universities face to this day.

Strategic Planning for Private Higher Education

Author : Robert E Stevens
Publisher : Routledge
ISBN 13 : 1135024332
Total Pages : 263 pages
Book Rating : 4.1/5 (35 download)

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Book Synopsis Strategic Planning for Private Higher Education by : Robert E Stevens

Download or read book Strategic Planning for Private Higher Education written by Robert E Stevens and published by Routledge. This book was released on 2013-04-15 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: With Strategic Planning for Private Higher Education you will improve your effectiveness in strategic planning to ensure the growth, success, and viability of your institution. The book’s emphasis on tested techniques and the examples from the authors’experiences in leading several private educational organizations give you the practical insight you need to learn how to benefit from strategic planning. The entire strategic planning process is covered--from vision casting to evaluation--for all types of private educational institutions, including colleges, universities, seminaries, graduate schools in education and business, and even K-12 academies. Strategic Planning for Private Higher Education will inspire you to make planning happen in a manner that will change the future and make a difference in the life of your institution. You’ll see the strategic planning process from a senior administrator’s perspective in real-time, with the idea of empowering all participating stakeholders for input and ownership of the process. This book shows education administrators, faculty, and students how to: develop a vision that is understood, shared, and acted upon create a mission that adequately communicates “who we are,” to be used in guiding every decision of the institution meet accreditation requirements of institutional effectiveness scan and analyze the external environment for changes that create either opportunities or threats to the institution establish and implement strategy, tactics, and action plans evaluate and control the strategic planning process assess the cultural and internal situation The book’s end-of-chapter questions provide projects and assignments that reinforce the text materials. Also included are sample strategic plans for departments, schools, and colleges illustrating how to apply textual concepts and principles. Yet another valuable feature of Strategic Planning for Private Higher Education is its presentation of a “master” case study illustrating a number of key points, including: interaction between a college president and board of trustees, the use of a strategic planning task force to collect primary data and to expand participation, rewriting the mission statement of the college, and an illustration of a strategic planning calendar in relation to the budgeting calendar.