Appendix 1: Institutions in Study Sample, based on Carnegie Classification • CLIR

Public Research Universities	Private Research Institutions	Liberal Arts Colleges
Arizona State University Main	Adelphi University	Agnes Scott College
Auburn University	American University	Albion College
Ball State University	Andrews University	Albright College
Bowling Green State University	Baylor University	Allegheny College
City University of New York Graduate Center	Biola University	Alma College
Clemson University	Boston College	Amherst College
Cleveland State University	Boston University	Antioch College
College of William and Mary	Brandeis University	Augustana College
Colorado School of Mines	Brigham Young University	Austin College
Colorado State University	Brown University	Bard College
Florida Atlantic University	California Institute of Technology	Barnard College
Florida International University	Carnegie MellonUniversity	Bates College
Florida State University	Case Western Reserve University	Beloit College
George Mason University	Catholic University of America, The	BenningtonCollege
Georgia Institute of Technology	Claremont Graduate University	Bethany College
Georgia State University	Clark Atlanta University	Birmingham-Southern College
Idaho State University	Clark University	Bowdoin College
Illinois State University	Clarkson University	Bryn Mawr College
Indiana State University	Columbia University in the City of New York	Bucknell University
Indiana University at Bloomington	Cornell University	Carleton College
Indiana University of Pennsylvania	Dartmouth College	Central College
Indiana University-Purdue University Indianapolis	DePaul University	Centre College
Iowa State University	Drexel University	Chatham College
Kansas State University	Duke University	Christendom College
Kent State University MainCampus	Duquesne University	Claremont McKenna College
Louisiana State University and Agricultural and Mechanical College	Emory University	Coe College
Louisiana Tech University	Florida Institute of Technology	Colby College
Miami University	Fordham University	Colgate University
Michigan State University	George WashingtonUniversity	College of Saint Benedict
Michigan Technological University	Georgetown University	College of the Atlantic
Middle Tennessee State University	Harvard University	College of the Holy Cross
Mississippi State University	Hofstra University	College of Wooster, The
Montana State University – Bozeman	Howard University	Colorado College
New Jersey Institute of Technology	Illinois Institute of Technology	Concordia College-Moorhead
New Mexico State University MainCampus	Johns Hopkins University	Connecticut College
North Carolina State University	Lehigh University	Cornell College
North Dakota State University MainCampus	Loma Linda University	DavidsonCollege
Northern Arizona University	Loyola University of Chicago	DenisonUniversity
Northern Illinois University	Marquette University	DePauw University
Ohio State University MainCampus, The	Massachusetts Institute of Technology	DickinsonCollege
Ohio University Main Campus	MCP Hahnemann University	Drew University
Oklahoma State University MainCampus	New School University	Earlham College
Old Dominion University	New York University	Eckerd College
Oregon State University	Northeastern University	Erskine College
Pennsylvania State University, University Park	Northwestern University	Franklin & Marshall College
Portland State University	Nova Southeastern University	Franklin College of Indiana
Purdue University Main Campus	Pace University New York Campus	Furman University
Rutgers, The State University of New Jersey, New Brunswick Campus	Pepperdine University	Georgetown College
Rutgers, The State University of New Jersey, Newark Campus	Polytechnic University	Gettysburg College
San Diego State University	Princeton University	Gordon College
Southern Illinois University at Carbondale	Rensselaer Polytechnic Institute	Goshen College
State University of New York at Albany	Rice University	Goucher College
State University of New York at Binghamton	Rockefeller University	Grinnell College
State University of New York at Buffalo	Saint John’s University	Guilford College
State University of New York at Stony Brook	Saint Louis University	Gustavus Adolphus College
State University of New York College of Environmental Science & Forestry	Seton Hall University	HamiltonCollege
Temple University	Southern Methodist University	Hamline University
Tennessee State University	Stanford University	Hampden-Sydney College
Texas A&M University	Stevens Institute of Technology	Hampshire College
Texas A&M University – Commerce	Syracuse University	Hanover College
Texas Southern University	Teachers College, Columbia University	Hartwick College
Texas Tech University	Texas Christian University	Hastings College
Texas Woman’s University	Tufts University	Haverford College
University of Akron, Main Campus, The	Tulane University	Hendrix College
University of Alabama at Birmingham	Union Institute	Hiram College
University of Alabama in Huntsville	United States International University	Hobart and William Smith Colleges
University of Alabama, The	University of Chicago	Hollins University
University of Alaska Fairbanks	University of Denver	Hope College
University of Arizona	University of Detroit Mercy	HoughtonCollege
University of Arkansas MainCampus	University of La Verne	HuntingdonCollege
University of California-Berkeley	University of Miami	Illinois College
University of California-Davis	University of Notre Dame	Illinois Wesleyan University
University of California-Irvine	University of Pennsylvania	Judson College
University of California-Los Angeles	University of Rochester	Juniata College
University of California-Riverside	University of San Diego	Kalamazoo College
University of California-San Diego	University of San Francisco	Kenyon College
University of California-San Francisco	University of Southern California	Knox College
University of California-Santa Barbara	University of the Pacific	Lafayette College
University of California-Santa Cruz	University of Tulsa	Lake Forest College
University of Central Florida	Vanderbilt University	Lawrence University
University of Cincinnati MainCampus	Wake Forest University	Lewis and Clark College
University of Colorado at Boulder	WashingtonUniversity	Luther College
University of Colorado at Denver	Worcester Polytechnic Institute	Macalester College
University of Connecticut	Yale University	Manhattanville College
University of Delaware	Yeshiva University	Marlboro College
University of Florida		Middlebury College
University of Georgia		Mills College
University of Hawaii at Manoa		Millsaps College
University of Houston		Monmouth College
University of Idaho		Moravian College
University of Illinois at Chicago		Morehouse College
University of Illinois at Urbana-Champaign		Mount Holyoke College
University of Iowa		Muhlenberg College
University of Kansas Main Campus		Nebraska Wesleyan University
University of Kentucky		Oberlin College
University of Louisiana at Lafayette		Occidental College
University of Louisville		Oglethorpe University
University of Maine		Ohio Wesleyan University
University of Maryland Baltimore County		Pitzer College
University of Maryland College Park		Pomona College
University of Massachusetts		Presbyterian College
University of Massachusetts Lowell		Randolph-Macon College
University of Memphis, The		Randolph-Macon Woman’s College
University of Michigan-Ann Arbor		Reed College
University of Minnesota-Twin Cities		Rhodes College
University of Mississippi		Ripon College
University of Missouri – Columbia		Saint John’s University
University of Missouri – Kansas City		Saint Olaf College
University of Missouri – Rolla		Salem College
University of Missouri – Saint Louis		Sarah Lawrence College
University of Montana, The		Scripps College
University of Nebraska – Lincoln		Siena College
University of Nevada, Reno		Simon‘s Rock College of Bard
University of New Hampshire		Skidmore College
University of New Mexico MainCampus		Smith College
University of New Orleans		Southwestern University
University of North Carolina at Chapel Hill		Spelman College
University of North Carolina at Greensboro		St. Andrews Presbyterian College
University of North Dakota MainCampus
University of North Texas		St. John’s College
University of Northern Colorado		St. Lawrence University
University of Oklahoma Norman Campus		Swarthmore College
University of Oregon		Sweet Briar College
University of Pittsburgh, Pittsburgh Campus		Thomas Aquinas College
University of Puerto Rico-Rio Piedras Campus		Transylvania University
University of Rhode Island		Trinity College
University of South Carolina – Columbia		Union College
University of South Dakota		University of Dallas
University of South Florida		University of Judaism
University of Southern Mississippi		University of Puget Sound
University of Tennessee, Knoxville		University of the South
University of Texas at Arlington		Ursinus College
University of Texas at Austin		Vassar College
University of Texas at Dallas		Virginia Wesleyan College
University of Toledo		Wabash College
University of Utah		Wartburg College
University of Vermont		Washington and JeffersonCollege
University of Virginia		Washington and Lee University
University of Washington		WashingtonCollege
University of Wisconsin-Madison		Wellesley College
University of Wisconsin-Milwaukee		Wells College
University of Wyoming		Wesleyan College
Utah State University		Wesleyan University
Virginia Commonwealth University		Western Maryland College
Virginia Polytechnic Institute and State University		Westminster College
Washington State University
Wayne State University		Westmont College
West Virginia University		WheatonCollege
Western Michigan University
Wichita State University		Whitman College
Wright State University MainCampus		Whittier College
		Willamette University
		William Jewell College
		Williams College
		Wittenberg University
		Wofford College