The Handbook of Institutional Research

Richard D. Howard is retired director of institutional research and professor of educational policy and administration at the University of Minnesota in Minneapolis. He served as editor of Resources in Institutional Research. Gerald W. McLaughlin is an associate vice president for enrollment management and marketing at DePaul University in Chicago. He has served as editor of AIR's Professional File and IR Applications. William E. Knight is executive director of institutional effectiveness and an adjunct faculty member at Ball State University in Muncie, Indiana. He has been associate editor of Resources in Institutional Research. The Association for Institutional Research (AIR) is a professional association of institutional researchers, planners, and decision makers from higher education institutions around the world. The editors have each served as AIR president.

Tables, Figures, and Exhibits xi Appendices xvii Preface xix Acknowledgments xxiii About the Editors xxv List of Contributors xxvii The Association for Institutional Research xxxi PART 1: THE HISTORY, THEORY, AND PRACTICE OF INSTITUTIONAL RESEARCH 1 1 The History of Institutional Research 3 Donald J. Reichard 2 The Structure and Functions of Institutional Research Offices 22 J. Fredericks Volkwein, Ying (Jessie) Liu, and James Woodell 3 Practicing Institutional Research 40 Mardy T. Eimers, Jang Wan Ko, and Denise Gardner 4 The Role of Institutional Research in International Universities 57 Ann S. Ferren and Martha C. Merrill 5 Out of the Box and Out of the Office: Institutional Research for Changing Times 73 Richard A. Voorhees and Teri Hinds 6 Institutional Research and Collaborative Organizational Learning 86 Victor M. H. Borden and Adrianna Kezar 7 Developing Institutional Adaptability Using Change Management Processes 107 Kim Bender PART 2: SUPPORTING CAMPUS LEADERSHIP AND MANAGEMENT 131 8 Supporting Institutional Governance 133 James Purcell, Charles Harrington, and Beverly King 9 Supporting the Provost and Academic Vice President 145 James T. Posey and Gita Wijesinghe Pitter 10 Examining Faculty Recruitment, Retention, Promotion, and Retirement 165 Daniel Teodorescu 11 Institutional Planning and Resource Management 183 Michael J. Dooris and Jerome S. Rackoff 12 Building Cost Models 203 John Milam and Paul Brinkman 13 Managing College Enrollments 221 John Cheslock and Rick Kroc 14 Refocusing Student Success: Toward a Comprehensive Model 237 Gary A. Rice and Alene Bycer Russell 15 Academic Space Management and the Role of Institutional Research 256 Catherine Watt 16 Managing Sustainability 268 Josetta S. McLaughlin and Lisa M. Amoroso PART 3: BRIDGING INTERNAL AND EXTERNAL REQUIREMENTS FOR IR 295 17 Challenges in Meeting Demands for Accountability 299 Carol Fuller, Cathy Lebo, and John Muffo 18 Accreditation and the Changing Role of the Institutional Researcher 310 Paula S. Krist, Elizabeth A. Jones, and Kimberly Thompson 19 Regulated Ethics: Institutional Research Compliance with IRBs and FERPA 325 Rachel Dykstra Boon 20 Data, Discrimination, and the Law 340 Andrew L. Luna 21 Federal Higher Education Reporting Databases and Tools 354 Gayle M. Fink and Chad Muntz 22 Collective Responses to a New Era of Accountability in Higher Education 371 Christine M. Keller 23 System- and State-Level Data Collection Issues and Practices 386 Marsha V. Krotseng 24 Developing K 20+ State Databases 404 Maryann S. Ruddock 25 Data Exchange Consortia: Characteristics, Current Examples, and Developing a New Exchange 420 Julie Carpenter-Hubin, Rebecca Carr, and Rosemary Hayes 26 Business Intelligence and Analytics: The IR Vision for Data Administration, Reporting, Data Marts, and Data Warehousing 434 John Milam, John Porter, and John Rome PART 4: INSTITUTIONAL RESEARCH TOOLS AND TECHNIQUES 455 27 Analytic Approaches to Creating Planning and Decision Support Information 459 Gerald McLaughlin, Richard Howard, and Daniel Jones-White 28 Exploring and Mining Data 478 Jing Luan, Thulasi Kumar, Sutee Sujitparapitaya, and Tom Bohannon 29 Measuring Opinion and Behavior 502 Sean Simone, Corbin M. Campbell, and Daniel W. Newhart 30 Institutional Research with Published Instruments 523 Julie Noble and Richard Sawyer 31 Measuring and Evaluating Faculty Workload 550 Heather A. Kelly, Jeffrey A. Seybert, Patrick M. Rossol, and Allison M. Walters 32 Analyzing Equity in Faculty Compensation 573 Robert K. Toutkoushian and Dennis A. Kramer II 33 Effective Reporting 594 Liz Sanders and Joe Filkins 34 Tools for Setting Strategy 611 Jan W. Lyddon, Bruce E. McComb, and J. Patrick Mizak 35 Tools for Executing Strategy 625 Jan W. Lyddon, Bruce E. McComb, and J. Patrick Mizak 36 Developing Instituti