US News & World Report Undergraduate Rankings. Updated 09/08/2014

US News & World Report Undergraduate Rankings Updated 09/08/2014

Scores 1998 1999 2000 2001 Overall score 97 98 92 96 95 93 95 94 93 94 93 94 93 91 93 94 92 93 Peer assessment score* 3.9 4.9 4.9 4.9 4.9 4.9 4.9 4.9 4.9 4.9 4.9 4.9 4.9 4.9 4.9 Undergraduate Academic Reputation 98 98 98 Academic Reputation Rank 3 1 1 1 1 1 1 1 1 Graduation Rate Performance Rank 158 161 159 141 144 134 165 138 143 Graduation and retention rank 15 14 11 10 10 9 9 9 9 8 9 10 9 10 12 13 14 15 Average freshman retention rate 97% 97% 97% 97% 98% 98% 98% 98% 98% 98% 98% 98% 98% 98% 98% 98% 97% 98% Predicted graduation rate 96% 97% 97% 94% 93% 94% 93% 93% 96% 95% 95% 95% 96% 95% 95% 96% 96% 95% Actual graduation rate 89% 89% 92% 91% 91% 92% 91% 92% 92% 94% 93% 93% 94% 91% 93% 93% 93% 93% Over/under performance 7 8 5 3 2 2 2 1 4 1 2 2 2 4 2 3 3 2 Faculty resources rank 8 3 13 13 19 17 11 15 16 15 20 18 18 16 16 15 15 12 % of classes under 20 62% 69% 65% 70% 58% 59% 72% 63% 61% 68% 61% 64% 65% 65% 63% 67% 66% 69% % of classes of 50 or more 16% 6% 16% 12% 16% 15% 11% 15% 16% 11% 14% 12% 13% 13% 13% 11% 11% 12% Student/faculty ratio 11/1 5/1 6/1 7/1 7/1 7/1 7/1 6/1 7/1 8/1 7/1 6/1 6/1 7/1 8/1 8/1 8/1 8/1 % full time faculty n/a 90% 91% 90% 89% 90% 87% 88% 91% 90% 89% 90% 90% 90% 94% 93% Selectivity rank 4 5 6 6 3 4 2 2 2 2 3 2 2 3 2 1 1 1 SAT/ACT 25th 75th percentile 1370 1540 1390 1560 1400 1560 1390 1560 1410 1560 1410 1560 1420 1560 1410 1560 1410 1560 1430 1570 1380 1560 1380 1560 1380 1560 1370 1560 1410 1560 1410 1570 1410 1570 1430 1570 Freshmen in top 10% of HS class 94% 93% 95% 94% 97% 98% 99% 97% 97% 97% 97% 97% 97% 95% 98% 97% 98% 99% Acceptance rate 24% 25% 22% 19% 16% 17% 16% 16% 16% 14% 13% 12% 12% 11% 10% 10% 9% 8% Financial resources rank 7 4 2 3 3 5 7 7 7 5 4 3 3 6 6 8 7 7 Alumni giving rank 8 8 8 7 9 10 10 12 12 10 10 10 11 10 12 4 6 6 Average alumni giving rate 44% 44% 44% 43% 41% 39% 38% 37% 37% 38% 37% 37% 37% 36% 35% 37% 37% 37% * 1998 (4.0 = highest); 1999 2015 (5.0 = highest) Top 10 National Universities Rank 1 Harvard, Harvard, CalTech Princeton Princeton Princeton Harvard, Harvard, Harvard, Princeton Princeton Harvard Harvard Harvard Harvard Harvard Princeton Princeton Rank 2 Princeton Princeton, Harvard Princeton Princeton Princeton Harvard Harvard Princeton Princeton Princeton Princeton Princeton Harvard Harvard Harvard, Yale Harvard, Yale Harvard, Yale Rank 3 Yale Yale Yale Yale Yale Yale Yale Yale Yale Yale Yale Yale Duke, Yale Yale Rank 4, Princeton, CalTech CalTech CalTech, UPenn UPenn Stanford CalTech Columbia Columbia Columbia Columbia Columbia Rank 5 Stanford CalTech, Caltech,, Stanford Yale, Duke, CalTech, Duke,, Duke,, Stanford Stanford Stanford UChicago Stanford Stanford Rank 6 Stanford Stanford, Duke, Stanford Stanford, Cornell, Stanford UPenn Cal Tech Stanford Upenn Upenn UChicago UChicago Rank 7 Dartmouth, Stanford, Stanford Duke, UPenn UPenn Stanford, UPenn UPenn Upenn CalTech CalTech Stanford Duke, UPenn CalTech Rank 8 UPenn Duke Duke UPenn Hopkins, UPenn CalTech Duke Duke Columbia Columbia Duke Duke Duke Rank 9 Brown, CalTech UPenn Dartmouth Columbia, Dartmouth Dartmouth, Columbia, Columbia, Columbia, Columbia, Duke UChicago Dartmouth UChicago UPenn UPenn UPenn Rank 10 CalTech, Brown, Columbia Columbia, Dartmouth, Columbia, WashU Dartmouth Dartmouth Dartmouth, UChicago UChicago Duke Duke Duke CalTech CalTech CalTech Rank 11 Columbia, Emory, Northwstrn Columbia, Dartmouth, Northwstrn Cornell, UChicago UChicago Northwstrn UChicago Uchicago Dartmouth Dartmouth Dartmouth Dartmouth Office of the Provost Page 2 Institutional Research

Top National Universities 1999 2000 2001 Princeton 1 4 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1 Harvard 1 2 2 2 2 1 1 1 2 2 1 1 1 1 1 2 2 Yale 1 4 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 Columbia 10 10 10 9 10 11 9 9 9 9 8 8 4 4 4 4 4 Stanford 4 6 6 5 4 5 5 5 4 4 4 4 5 5 6 5 4 UChicago 14 10 9 14 15 9 9 8 8 9 5 4 5 4 4 3 5 5 4 4 5 7 4 7 4 4 7 5 6 7 7 Duke 6 7 8 8 4 5 5 5 8 8 8 10 9 10 8 7 8 UPenn 6 7 6 5 4 5 4 4 7 5 6 4 5 5 8 7 8 CalTech 9 1 4 4 4 5 8 7 4 5 6 4 7 5 10 10 10 Dartmouth 10 11 9 9 9 9 9 9 9 11 11 11 9 11 10 10 11 U.S. News Best College Rankings for National Universities 1999 2015 1999 2000 2001 0 1 Rank 2 3 4 5 6 7 8 9 10 11 12 13 14 15 Princeton Harvard Yale Columbia Stanford UChicago Duke UPenn CalTech Dartmouth Office of the Provost Page 3 Institutional Research

Top National Universities Princeton Harvard Yale Columbia Stanford UChicago Duke UPenn CalTech Dartmouth U.S. News Best College Rankings for National Universities 2002 2015 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2015 Ranking in US NEWS Undergraduate National Universities 1999 2001 2003 2005 2007 2009 2011 2013 2015 1 2 3 4 5 6 7 8 9 10 Office of the Provost Page 4 Institutional Research

Select ranking comparisons National Universities Sorted in descending order by most recent year Graduation and Retention Rank Yale 3 3 3 3 3 3 3 2 2 1 1 1 1 1 Harvard 2 2 1 1 1 1 1 1 1 1 1 1 1 2 Princeton 1 1 1 1 1 2 2 2 3 3 3 3 3 2 UPenn 15 12 12 12 9 8 7 5 5 5 4 4 4 2 Brown 6 6 4 5 Columbia 14 12 12 12 9 8 9 8 5 5 6 6 4 5 Dartmouth 5 5 6 4 6 6 7 8 9 5 6 6 4 5 Notre Dame 4 4 4 5 Stanford 7 7 6 7 7 7 5 5 5 5 6 6 4 5 Duke 8 7 6 7 7 8 9 10 11 10 10 6 10 10 Northwestern 10 11 11 10 University of Chicago 24 21 20 19 17 18 16 13 14 10 University of Virginia 12 13 11 10 Washington University in St. Louis 12 11 11 10 Georgetown 12 13 14 15 10 9 9 9 9 8 9 10 9 10 12 13 14 15 CalTech 25 23 26 24 25 20 20 19 23 23 24 24 25 Faculty Resources Rank Chicago 3 12 6 4 3 2 2 2 2 1 Duke 8 6 3 3 4 4 3 5 6 4 5 4 4 1 Harvard 7 3 2 2 3 3 3 1 1 1 1 1 1 3 Columbia 14 14 16 13 14 13 10 8 10 4 3 3 2 4 Princeton 4 2 4 3 2 2 3 3 3 4 5 8 5 5 Northwestern 7 4 5 6 6 UPenn 1 1 1 1 1 1 1 2 2 3 5 5 6 6 Yale 10 9 8 7 10 6 9 10 8 8 8 7 8 8 Rice University 9 9 8 9 Stanford 15 15 14 13 11 13 13 12 14 14 12 12 11 10 CalTech 2 3 5 9 7 4 2 5 3 9 11 11 12 11 19 17 11 15 16 15 20 18 18 16 16 15 15 12 Washington University 9 9 10 10 12 Dartmouth 20 20 19 20 19 17 15 15 15 14 15 13 13 15 Office of the Provost Page 5 Institutional Research

Select ranking comparisons National Universities Sorted in descending order by most recent year Selectivity Rank 3 4 2 2 2 2 3 2 2 3 2 1 1 1 CalTech 5 6 1 4 4 4 7 1 2 1 4 1 4 1 Chicago 22 24 24 21 15 18 13 7 4 3 Yale 2 3 4 1 2 2 1 2 1 1 2 1 4 3 Harvard 1 1 4 4 1 1 1 2 2 3 4 5 1 5 Princeton 4 2 2 2 4 4 3 2 2 3 1 5 1 5 Columbia 7 7 9 13 10 6 5 6 8 3 4 1 4 5 Stanford 6 4 6 6 8 8 7 9 9 9 11 10 4 5 Washington University 7 7 7 9 5 UPenn 8 8 7 7 6 8 7 6 6 7 7 7 9 10 Dartmouth 10 10 9 10 10 11 7 11 9 9 9 13 12 10 Duke 12 11 7 8 10 11 12 11 12 13 11 14 12 14 Brown 9 9 10 12 39 Financial Resources Rank CalTech 1 1 1 1 1 1 1 1 1 1 1 1 1 1 Yale 2 2 2 2 2 2 2 2 2 2 2 2 2 1 Johns Hopkins 4 4 3 3 3 Washington University 4 4 3 3 4 Harvard 8 10 10 8 8 8 8 7 6 3 3 3 5 5 Chicago 15 19 7 7 8 8 8 7 6 6 3 5 7 7 7 5 4 3 3 6 6 8 7 7 Stanford 9 9 7 8 9 8 10 10 10 10 12 12 9 8 Wake Forest U 7 6 6 8 9 Columbia 18 20 20 17 16 16 16 16 15 11 10 10 12 10 Princeton 13 11 12 12 12 13 12 14 14 12 10 10 10 10 Northwestern 12 14 14 14 11 UPenn 6 5 6 6 5 7 8 9 8 8 8 9 10 11 Duke 10 5 7 10 10 12 14 11 11 12 13 12 12 14 Dartmouth 11 13 11 11 10 10 11 11 12 15 15 16 16 16 Office of the Provost Page 6 Institutional Research

Select ranking comparisons National Universities Sorted in descending order by most recent year Alumni Giving Rank Princeton 1 1 1 1 1 1 1 1 2 1 1 1 1 1 Dartmouth 3 2 4 3 2 2 3 2 3 2 2 2 2 2 Notre Dame 3 3 3 3 3 Chicago 20 27 22 21 18 17 16 9 4 4 Brown 6 6 4 4 5 9 10 10 12 12 10 10 10 11 10 12 4 6 6 Stanford 11 9 10 9 9 8 9 13 15 13 13 9 9 7 Yale 5 6 6 6 5 4 5 4 5 5 6 4 6 7 Duke 7 5 5 5 6 5 2 7 7 6 6 7 8 10 Harvard 6 4 2 3 4 6 6 5 6 9 10 9 9 10 Johns Hopkins 5 7 11 12 Columbia 21 18 19 18 16 16 15 13 13 13 17 16 13 13 U Southern Cal 4 4 17 15 13 UPenn 10 7 7 8 7 7 8 8 10 6 10 14 14 15 Washington University 22 22 18 19 Northwestern 20 22 23 24 CalTech 13 11 12 16 23 25 28 24 24 12 6 9 23 30 % of Classes under 20 Columbia 68% 68% 70% 73% 69% 72% 71% 76% 77% 79% 80% 81% 80% 82% Yale 75% 76% 77% 75% 74% 77% 76% 75% 79% 79% 76% 77% 76% 77% Chicago 68% 59% 72% 72% 73% 78% 78% 75% 77% 76% Harvard 69% 70% 75% 73% 70% 69% 69% 75% 77% 80% 80% 78% 81% 76% Northwestern 75% 75% 75% 75% Johns Hopkins 68% 67% 68% 72% Duke 69% 68% 71% 72% 72% 71% 73% 70% 71% 71% 71% 72% 71% 71% Princeton 71% 73% 69% 72% 74% 74% 72% 73% 75% 73% 71% 71% 74% 71% Brown 68% 70% 69% 69% 58% 59% 72% 63% 61% 68% 61% 64% 65% 65% 63% 67% 66% 69% Stanford 69% 68% 69% 69% 69% 70% 73% 74% 72% 68% 70% 69% 68% 69% UPenn 70% 71% 73% 74% 75% 73% 74% 74% 73% 72% 72% 72% 69% 68% Washington University 70% 68% 66% 65% CalTech 76% 69% 64% 63% 63% 67% 75% 69% 71% 64% 64% 63% 59% 63% Dartmouth 57% 59% 57% 56% 61% 64% 64% 64% 63% 64% 60% 65% 63% 62% Office of the Provost Page 7 Institutional Research

Select ranking comparisons National Universities Sorted in descending order by most recent year % of Classes 50+ Chicago 3% 6% 4% 4% 5% 4% 5% 5% 6% 5% Duke 7% 7% 5% 6% 5% 5% 6% 5% 5% 6% 6% 6% 6% 6% Northwestern 6% 7% 7% 7% Yale 8% 9% 8% 8% 8% 8% 8% 8% 7% 7% 7% 6% 8% 7% Columbia 9% 9% 9% 8% 10% 8% 9% 8% 8% 8% 7% 7% 4% 9% Dartmouth 11% 11% 9% 9% 10% 10% 8% 9% 9% 9% 8% 8% 7% 9% CalTech 5% 6% 7% 9% 9% 8% 8% 8% 6% 9% 10% 10% 11% 10% Harvard 13% 13% 13% 13% 13% 13% 13% 9% 8% 8% 8% 8% 7% 10% Johns Hopkins 6% 10% 12% 10% UPenn 8% 8% 7% 7% 7% 8% 8% 7% 7% 7% 9% 9% 10% 10% Princeton 11% 10% 11% 11% 11% 10% 10% 10% 9% 11% 11% 11% 10% 11% 16% 15% 11% 15% 16% 11% 14% 12% 13% 13% 13% 11% 14% 12% Stanford 14% 14% 12% 14% 12% 11% 10% 11% 12% 12% 13% 12% 6% 12% High School Counselor Rankings of National Universities Yale 4.9 4.9 4.9 4.9 4.9 Stanford 4.9 4.9 4.9 4.9 4.9 Princeton 4.9 4.8 4.9 4.9 4.9 4.9 4.9 4.9 4.9 4.9 Harvard 4.9 4.9 4.9 4.9 4.9 Columbia 4.8 4.8 4.8 4.8 4.9 U Penn 4.6 4.6 4.7 4.8 4.8 Johns Hopkins 4.8 4.7 4.9 4.8 4.8 Georgetown 4.8 4.7 4.7 4.7 4.8 Duke 4.7 4.7 4.7 4.7 4.8 Dartmouth 4.7 4.8 4.9 4.8 4.8 Cornell 4.8 4.7 4.9 4.9 4.8 CalTech 4.6 4.6 4.6 4.7 4.8 Brown 4.8 4.8 4.8 4.8 4.8 Notre Dame 4.6 4.6 4.7 4.7 4.7 Northwestern 4.6 4.6 4.6 4.6 4.7 Chicago 4.5 4.6 4.6 4.6 4.7 Carnegie Mellon 4.6 4.5 4.7 4.7 4.7 Berkeley 4.6 4.6 4.6 4.7 4.7 Vanderbilt 4.5 4.6 4.7 4.7 4.6 Tufts 4.5 4.4 4.5 4.5 4.5 Rice 4.4 4.6 4.5 4.5 Office of the Provost Page 8 Institutional Research

Best Undergraduate Engineering Programs Best Undergraduate Engineering Programs (highest degree is a doctorate) Overall for Institutions with Doctoral Programs Overall Rank 1 Rank 2 Stanford Stanford Stanford, Stanford Stanford, Stanford, Stanford, Stanford, Stanford Stanford Stanford Stanford Stanford Stanford, Berkeley Rank 3 Berkeley CalTech, Illinois, Berkeley Berkeley Berkeley Berkeley Berkeley Berkeley Berkeley Berkeley Berkeley Berkeley Berkeley Rank 4 CalTech Caltech Caltech Caltech Caltech Caltech Caltech Caltech CalTech, Illinois Berkeley CalTech, Illinois CalTech, Illinois Caltech, Illinois Caltech, Georgia Rank 5 GeorgiaTech, Georgia Tech, Georgia Tech Georgia Tech Georgia Tech Georgia Tech Georgia Tech Georgia Tech Rank 6 GeorgiaTech GeorgiaTech Illinois GeorgiaTech GeorgiaTech, GeorgiaTech, Tech, Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Rank 7 Carnegie Mellon, Michigan Michigan Michigan Michigan Cornell, Carnegie Mellon, Michigan Carnegie Mellon Michigan Michigan Michigan Michigan Carnegie Mellon Rank 8 Cornell, Carnegie Mellon Carnegie Mellon, Carnegie Mellon, Cornell Michigan Carnegie Mellon Carnegie Mellon Carnegie Mellon Carnegie Mellon Michigan Carnegie Mellon, Michigan Cornell, Purdue, Rank 9 Michigan Cornell, Purdue Purdue Carnegie Mellon, Carnegie Mellon, Cornell Cornell Cornell Cornell Cornell Purdue Rank 10 Michigan Cornell, Purdue Purdue Cornell Purdue, UTexas Purdue Purdue Purdue Purdue Purdue Purdue Cornell Purdue, Texas Cornell, Texas Rank 11 Austin Princeton, UT Austin Princeton Princeton Princeton UT Austin Princeton Rank 12 UTexas Austin UT Austin UT Austin UT Austin Princeton UT Austin Overall Peer Assessment 4.9 4.8 4.9 4.8 4.9 4.8 4.9 4.9 4.9 4.9 Aerospace/Aeronautical/Astronomical Rank 1 Rank 2 GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech Michigan Rank 3 Michigan Stanford, Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan GeorgiaTech Rank 4 Purdue Michigan CalTech, Purdue Purdue Stanford Purdue Purdue Purdue Purdue Purdue Stanford CalTech CalTech, Purdue Rank 5 Stanford CalTech Stanford CalTech Stanford CalTech CalTech CalTech CalTech CalTech CalTech Illinois Purdue Biological / Agricultural Rank 1 Purdue TexasA&M TexasA&M Illinois Illinois Illinois Illinois Texas A & M Purdue Purdue Purdue Purdue Rank 2 TexasA&M Illinois Purdue TexasA&M Iowa State Cornell Purdue Illinois Iowa State Illinois Illinois Illinois Rank 3 Illinois Iowa State, UC Illinois UC Davis Cornell Purdue Texas A & M Iowa State Purdue Illinois Iowa State Texas A&M Texas A&M Rank 4 Cornell Davis Cornell Purdue Iowa State Texas A & M Iowa State Cornell Cornell Iowa State Iowa State Purdue Rank 5 IowaState, Purdue Iowa State Cornell Purdue Texas A&M Cornell Cornell Florida Texas A&M NC State Univ. of Florida NCState, UC Davis UC Davis UCal Davis Nebraska Biomedical/Biomedical Engineering Rank 1 Hopkins Hopkins Hopkins Hopkins Hopkins Hopkins Hopkins Hopkins Hopkins Hopkins Hopkins Hopkins Hopkins Hopkins Rank 2 UC SanDiego Duke Duke Duke Duke Duke Duke Duke Duke Duke GeorgiaTech GeorgiaTech Duke Duke Rank 3 Duke UC SanDiego UC SanDiego UC SanDiego UC SanDiego UC SanDiego GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech Duke Duke Rank 4 CaseWestern, CaseWestern CaseWestern CaseWestern GeorgiaTech, GeorgiaTech, UC SanDiego UC SanDiego UC SanDiego GeorgiaTech GeorgiaTech Rank 5 UPenn UC SanDiego UC SanDiego UC SanDiego UC SanDiego Rice Rank 6 Chemical Rank 1 Rank 2 Berkeley Berkeley Minnesota Minnesota Berkeley Berkeley Berkeley Berkeley Berkeley Berkeley Berkeley Berkeley Berkeley Berkeley Rank 3 Minnesota Minnesota Berkeley Berkeley Minnesota Minnesota Minnesota Wisconsin Minnesota Stanford Stanford Wisconsin Stanford Minnesota Rank 4 Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Stanford Minnesota Wisconsin Minnesota CalTech UT Austin Minnesota Stanford Rank 5 Delaware Texas CalTech Texas Stanford Stanford Wisconsin Stanford Stanford UTexas Austin Minnesota Minnesota CalTech Wisconsin Wisconsin Office of the Provost Page 9 Institutional Research

Best Undergraduate Engineering Programs Civil Rank 1 Berkeley Berkeley Berkeley Illinois Illinois Berkeley Illinois Berkeley Illinois Berkeley Illinois UC Berkeley Illinois Berkeley, Illinois Rank 2 Illinois Illinois Illinois Berkeley Berkeley Illinois Berkeley Illinois Berkeley Illinois UC Berkeley Illinois GeorgiaTech Rank 3 GeorgiaTech, GeorgiaTech Texas Texas GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech UC Berkeley Rank 4 Purdue Texas GeorgiaTech GeorgiaTech Texas Stanford UTexas Austin UTexas Austin UTexas Austin Stanford Stanford Perdue Rank 5 Texas Stanford GeorgiaTech GeorgiaTech Purdue Purdue UTexas Austin Stanford Stanford Rank 6 Texas Purdue UTexas Austin UT Austin UT Austin Rank 7 Stanford Michigan Rank 8 U Michigan Rank 9 Cornell Cornell Computer Engineering Rank 1 Rank 2 Berkeley Carnegie Mellon Stanford Berkeley Stanford Stanford Carnegie Mellon Stanford Berkeley Carnegie Mellon Carnegie Mellon Stanford Carnegie Mellon Stanford Rank 3 Carnegie Mellon Stanford Berkeley Stanford Carnegie Mellon Stanford Carnegie Mellon Carnegie Mellon Illinois Stanford Stanford UC Berkeley Stanford Carnegie Mellon Rank 4 Stanford Berkeley CarnegieMellon Illinois Berkeley Berkeley Berkeley Berkeley CarnegieMellon Illinois Berkeley Carnegie Mellon UC Berkeley UC Berkeley Rank 5 Illinois Illinois Illinois CarnegieMellon Illinois Illinois Illinois Illinois Stanford Berkeley Illinois Illinois Illinois Illinois Electrical/Electronic/Communications Rank 1 Rank 2 Illinois Illinois Stanford Stanford Stanford Stanford Berkeley Stanford Stanford Stanford Stanford Berkeley Stanford Stanford Rank 3 Berkeley Stanford Berkeley Berkeley Berkeley Berkeley Stanford Illinois Illinois Illinois Berkeley Stanford Berkeley Berkeley Rank 4 Stanford Berkeley Illinois Illinois Illinois Illinois Illinois Berkeley Berkeley Berkeley Georgia Tech Illinois Illinois Illinois Rank 5 Michigan Michigan Michigan Michigan Michigan Michigan Michigan Georgia Tech Georgia Tech Georgia Tech Illinois GeorgiaTech GeorgiaTech Michigan Engineering Science/Engineering Physics Rank 1 Cornell Cornell Cornell Cornell CalTech CalTech CalTech Cornell Illinois Illinois Rank 2 CalTech, Illinois Berkeley Berkeley, Cornell Illinois Cornell CalTech Cornell Rank 3 Berkeley Stanford Illinois Michigan Berkeley Cornell Illinois Illinois Stanford Rank 4 Illinois Harvard, CalTECH Illinois Berkeley UC Berkeley Stanford Berkeley CalTech, Illinois Rank 5 Princeton UPENN, Virginia Tech Stanford Berkeley Harvard Rank 6 Princeton, Penn State Penn State Virginia Tech Virginia Tech Michigan Environmental/Environmental Health Rank 1 Stanford Stanford, Stanford Stanford Stanford Stanford Stanford Stanford Stanford Stanford Stanford Stanford Stanford Stanford Rank 2 Michigan Michigan Michigan Michigan Berkeley Illinois Berkeley Berkeley Berkeley Georgia Tech UC Berkeley UC Berkeley Rank 3 Illinois Illinois Illinois Michigan Illinois Hopkins, Berkeley Illinois Illinois Georgia Tech UC Berkeley GeorgiaTech GeorgiaTech Illinois, Michigan Rank 4 Illinois Michigan UT Austin Illinois Illinois Michigan Michigan, Berkeley, Michigan, Berkeley Rank 5 Berkeley Berkeley Berkeley Illinois Johns Hopkins Georgia Tech Georgia Tech Hopkins Michigan Illinois Illinois Texas Rank 6 Johns Hopkins Texas Austin UT Austin Rank 7 Carnegie Mellon Rank 8 Michigan Office of the Provost Page 10 Institutional Research

Best Undergraduate Engineering Programs Industrial Manufacturing Rank 1 GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech GeorgiaTech Rank 2 Purdue Michigan Purdue Purdue Purdue, Purdue Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Rank 3 Michigan Purdue Michigan Michigan Michigan Michigan Purdue Purdue Purdue Purdue Berkeley Berkeley Berkeley Berkeley Rank 4 Berkeley PennState PennState PennState PennState, PennState PennState PennState PennState Berkeley Penn State Purdue Stanford Perdue TexasA&M Berkeley Berkeley Berkeley Berkeley Berkeley Virginia Tech Purdue Stanford Purdue Northwestern Rank 5 PennState Stanford, TexasA&M, Virginia Tech Berkeley VirginiaTech Rank 6 Stanford Stanford Virginia Tech Rank 7 Texas A & M Northwestern Penn State Rank 8 Northwestern Texas A & M Stanford Rank 9 Penn State Virginia Tech Wisconsin Rank 10 Illinois NC State Cornell Rank 11, Cornell and Illinois, NC State & Wisconsin Texas A & M Rank 12 Wisconsin Florida Columbia Rank 13 Columbia NC State Rank 14 Cornell Illinois Illinois Rank 15 Columbia Cornell Ohio State NOT Ranked in 2015 Materials Rank 1 Michigan Illinois Illinois Illinois Illinois Stanford Illinois Rank 2 Illinois Michigan Berkeley Illinois Berkeley Michigan Illinois Illinois Berkeley Illinois Illinois Illinois Rank 3 Berkeley Northwestern Northwestern Northwestern,, Berkeley Cornell, Berkeley Berkeley Berkeley Illinois UC Berkeley UC Berkeley UC Berkeley Rank 4 Cornell Northwestern Berkeley, Berkeley, Michigan Michigan Michigan Northwestern Michigan Michigan GeorgiaTech Stanford Rank 5 Northwestern Stanford, Michigan Michigan Northwestern, Northwestern Northwestern Michigan Northwestern GeorgiaTech Northwestern Michigan, Michigan Illinois Berkeley Stanford Northwestern Stanford Rank 7 Mechanical Rank 1 Rank 2 Stanford Berkeley Stanford Michigan Stanford Berkeley Stanford Michigan Berkeley Berkeley Georgia Tech UC Berkeley Michigan Stanford Rank 3 Berkeley Stanford Berkeley Stanford Berkeley, Stanford Berkeley Berkeley Michigan Georgia Tech Stanford Georgia Tech Georgia Tech Michigan Rank 4 Michigan GeorgiaTech Michigan GeorgiaTech, Michigan Michigan Michigan Georgia Tech Georgia Tech Stanford Michigan Michigan Stanford Berkeley Rank 5 GeorgiaTech Michigan Illinois Berkeley GeorgiaTech Illinois Illinois Stanford Stanford Michigan Berkeley Illinois Berkeley Georgia Tech Nuclear Rank 1 Rank 2 Michigan Michigan Wisconsin Wisconsin Rank 3 PennState Wisconsin Berkeley TexasA&M Rank 4 Rank 5 TexasA&M, NCState, Berkeley, Illinois, PennState Wisconsin PennState Purdue, NCState, Purdue, Berkeley, TexasA&M, Michigan Illinois Office of the Provost Page 11 Institutional Research

Best Undergraduate Business Programs Best Undergraduate Business Programs Overall Rank 1 UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn Rank 2, Michigan Rank 3 Michigan Berkeley, Berkeley, Berkeley, Berkeley, Berkeley, Berkeley, Berkeley Berkeley Berkeley Berkeley Berkeley Berkeley Rank 4 Berkeley Berkeley Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Rank 5 NYU NYU NYU NYU UVA UVA UVA NYU UNC, Texas UNC, UVA NYU, Texas NYU, UNC Rank 6 UVA NYU NYU NYU UNC CarnegieMellon, NYU, UNC, Texas Rank 7 CarnegieMellon, CarnegieMellon, CarnegieMellon UNC UNC UNC UVA NYU, UNC, Texas Carnegie Mellon, Carnegie Mellon, UNC, UTexas, UVA CarnegieMellon, CarnegieMellon, UNC, Texas Rank 8 UVA CarnegieMellon Texas UNC, UTexas, UVA NYU, Texas UNC, UVA UNC UTexas Austin UTexas Austin UTexas Austin Carnegie Mellon Rank 9 Carnegie Mellon UTexas Austin Carnegie Mellon Carnegie Mellon Carnegie Mellon Indiana USC, UVA USC, UVA USC, UVA USC, UVA Rank 10 Indiana, NYU, Indiana Indiana USC Cornell Indianna Cornell Cornell Cornell UT Austin Illinois Cornell USC Univ U Southern Cal USC Overall Peer Assessment 4.6 4.6 4.7 4.8 4.6 4.6 4.6 4.6 4.5 4.6 Accounting Rank 1 Illinois Illinois Illinois Texas Illinois Texas Texas Texas Texas Texas Texas Texas Texas Illinois Rank 2 Texas Texas Texas Illinois Texas Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Brigham Young Rank 3 Michigan Michigan Michigan UPenn UPenn UPenn Brigham Young UPENN UPENN Brigham Young Brigham Young Brigham Young Brigham Young Notre Dame Rank 4 UPenn UPenn UPenn Michigan Michigan Michigan UPENN Brigham Young Brigham Young UPENN USC UPenn Notre Dame USC Rank 5 USC USC USC USC USC Brigham Young, Michigan USC USC Michigan Michigan USC USC Upenn USC Rank 18 Rank 20 Rank 25 Rank 26 Rank 27 E Commerce Rank 1 CarnegieMellon, CarnegieMellon n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a Rank 2 n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a Rank 3 Texas Texas n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a Rank 4 Maryland Maryland n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a Rank 5 Berkeley Berkeley n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a Entrepreneurship Rank 1 Babson Babson Babson Babson Babson Babson Babson Babson Babson Babson Babson Babson Babson Rank 2 UPenn UPenn UPenn UPenn UPenn UPenn Indiana Indiana UPENN UPENN Indiana Indiana USC USC Rank 3 USC USC USC Indiana UPENN UPENN USC Indiana USC UPENN Indiana, USC Rank 4 USC BallState USC USC Indiana USC UPENN USC Indiana UPenn Rank 5 Texas Texas BallState BallState USC UPenn Arizona U Arizonia Finance Rank 1 UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn Michigan Rank 2 NYU NYU NYU NYU NYU NYU NYU NYU NYU NYU NYU NYU NYU Rank 3 Michigan Berkeley, Michigan Michigan Michigan Berkeley Berkeley Michigan Berkeley Berkeley Berkeley Rank 4 Berkeley Michigan Berkeley Berkeley Berkeley Michigan Michigan UTexas Michigan Michigan Berkeley Michigan UT Austin Rank 5 Texas Texas Berkeley Berkeley Michigan Michigan Berkeley UVA Rank 6 Insurance Rank 1 UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn U Georgia U Georgia Rank 2 GeorgiaState GeorgiaState GeorgiaState Wisconsin GeorgiaState Georgia Georgia U Georgia U Georgia U Georgia U Georgia U Georgia Wisconsin Upenn Rank 3 Texas Georgia, Wisconsin GeorgiaState Georgia, Wisconsin Wisconsin Wisconsin Illinois Georgia State Wisconsin Wisconsin UPenn Wisconsin Rank 4 Wisconsin Wisconsin Georgia Texas Wisconsin Illinois NYU Georgia State Wisconsin Wisconsin Georgia State Georgia State Georgia State Temple Rank 5 Georgia NYU Illinois Georgia Illinois GeorgiaState, Illinois Florida State NYU Illinois Illinois UT Austin Temple Georgia State Rank 11 Temple U Texas Office of the Provost Page 12 Institutional Research

Best Undergraduate Business Programs International Business Rank 1 SouthCarolina SouthCarolina SouthCarolina SouthCarolina SouthCarolina SouthCarolina SouthCarolina SouthCarolina SouthCarolina SouthCarolina SouthCarolina SouthCarolina SouthCarolina SouthCarolina Rank 2 UPenn NYU NYU NYU NYU NYU NYU UPenn NYU NYU NYU UPenn NYU NYU Rank 3 NYU UPenn UPenn UPenn Michigan Michigan UPenn NYU Upenn Upenn Upenn NYU Penn Penn Rank 4 Michigan Michigan Michigan Michigan UPenn UPenn Michigan Michigan Michigan Michigan USC USC USC USC Rank 5 Texas USC USC Berkeley Berkeley Berkeley USC USC UT Austin George Washington Georgetown Georgetown Michigan Berkeley, USC U Texas Rank 15 Rank 24 Rank 25 Rank 27 Management Rank 1 UPenn Michigan UPenn UPenn Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Rank 2 Michigan UPenn Michigan Michigan UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn UVA Penn Rank 3 Berkeley Berkeley Berkeley Berkeley Berkeley Berkeley Texas Berkeley UNC Berkeley Berkeley Penn UVA Rank 4 CarnegieMellon UVA UVA UVA UNC UNC Berkeley UNC Berkeley UVA UVA Berkeley Berkeley Indiana, UVA Rank 5 Berkeley Texas Indiana UNC Texas UNC UTexas Austin UTexas Austin NYU NYU UNC UNC Indiana, Texas Rank 6 UVA UVA UVA Utexas Austin Utexas Austin Rank 7 NYU Indiana Univ U. North Carolina NYU Rank 8 Indiana Univ Indiana Univ NYU Indiana Univ Rank 9 NYU Indiana Univ Rank 10 Texas A & M Illinois U. Maryland Notre Dame Rank 11 Cornell Management Information Systems Rank 1 CarnegieMellon CarnegieMellon Rank 2 CarnegieMellon CarnegieMellon CarnegieMellon CarnegieMellon CarnegieMellon CarnegieMellon CarnegieMellon CarnegieMellon CarnegieMellon CarnegieMellon CarnegieMellon CarnegieMellon Rank 3 Texas Texas Texas Texas Texas Texas Texas Arizona Arizona Arizona Arizona U Minnesota U Minnesota Arizona, Texas Rank 4 Minnesota Arizona Minnesota Arizona Arizona Arizona Arizona Utexas Utexas Utexas Utexas Arizona UT Austin Rank 5 Arizona Minnesota Arizona Minnesota Minnesota Minnesota Minnesota U Maryland U Minnesota U Minnesota U Minnesota U Minnesota UTexas Arizona Marketing Rank 1 UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn Michigan Rank 2 Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Upenn Rank 3 Berkeley Berkeley Berkeley Texas Texas Texas Texas Texas Texas Texas Texas UC Berkeley UTexas Austin UTexas Austin Rank 4 Texas Texas Texas Berkeley Berkeley UNC UNC Berkeley Berkeley Berkeley UTexas Austin Indiana UC Berkeley Berkeley, UNC Rank 5 UNC UNC UNC UNC Berkeley Berkeley UNC UNC Indiana NYU UC Berkeley Indiana NYU, UNC Rank 6 Indiana NYU UNC Chapel Hill Rank 7 NYU U. North Carolina Rank 8 UVA UVA Rank 9 Wisconsin Wisconsin Rank 10 USC USC Rank 11 UFlorida USC Univ Florida Rank 12, USC Maryland Emory Rank 13 Emory Ohio State Illinois Rank 14 Ohio State Univ Florida Minnesota Rank 15 U Maryland Emory Rank 16 Rank 23 Production/Operations Management Rank 1 Rank 2 Carnegie Mellon CarnegieMellon CarnegieMellon Purdue CarnegieMellon Purdue CarnegieMellon Purdue CarnegieMellon CarnegieMellon Purdue U CarnegieMellon CarnegieMellon CarnegieMellon Rank 3 Purdue Purdue Purdue CarnegieMellon Purdue CarnegieMellon Purdue CarnegieMellon Michigan Purdue U CarnegieMellon Purdue Purdue Purdue Rank 4 Michigan Michigan Michigan UPenn UPenn UPenn Ohio State Michigan Purdue U Michigan UPenn UPenn UPenn UPenn Rank 5 UPenn UPenn UPenn Michigan, UNC Michigan Michigan UPenn UPenn UPenn UPenn Michigan Michigan Michigan Michigan Office of the Provost Page 13 Institutional Research

Best Undergraduate Business Programs Quantitative Analysis Rank 1 Rank 2 CarnegieMellon CarnegieMellon CarnegieMellon CarnegieMellon CarnegieMellon CarnegieMellon CarnegieMellon UPenn CarnegieMellon CarnegieMellon CarnegieMellon CarnegieMellon CarnegieMellon CarnegieMellon Rank 3 UPenn UPenn UPenn UPenn UPenn Purdue UPenn CarnegieMellon Upenn UPenn UPenn UPenn UPenn UPenn Rank 4 Purdue Purdue Michigan Purdue Purdue UPenn Purdue Purdue Purdue Purdue Purdue Berkeley Purdue Purdue Rank 5 Michigan Michigan Berkeley, Berkeley Berkeley Berkeley Berkeley Berkeley Berkeley Berkeley Purdue Berkeley Georgia Purdue, Berkeley Michigan Berkeley Real Estate Rank 1 UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn UPenn Wisconsin UPenn Rank 2 Wisconsin Wisconsin Berkeley Georgia, Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin UPenn Wisconsin Rank 3 Berkeley Georgia Wisconsin Georgia Georgia Georgia Berkeley Georgia UC Berkeley UC Berkeley UC Berkeley NYU, Berkeley Rank 4 NYU Wisconsin Berkeley NYU NYU NYU Georgia Berkeley U Georgia U Georgia U Georgia Rank 5 Georgia Illinois Illinois UConn Berkeley Berkeley Berkeley USC USC USC USC USC Rank 14 Supply Chain Rank 1 MichiganState, MichiganState MichiganState MichiganState MichiganState MichiganState MichiganState Rank 2 MichiganState MichiganState MichiganState MichiganState ArizonaState MichiganState MichiganState MichiganState Rank 3 PennState ArizonaState, OhioState OhioState ArizonaState ArizonaState PennState PennState PennState PennState ArizonaState ArizonaState ArizonaState Rank 4 OhioState PennState ArizonaState PennState OhioState OhioState ArizonaState Carnegie Mellon ArizonaState ArizonaState PennState Ohio State Tennessee Rank 5 OhioState, Maryland, UPenn PennState ArizonaState PennState CarnegieMellon PennState Penn State Ohio State Ohio State Carnegie Mellon Ohio State Ohio State Penn State Ohio State Penn State Office of the Provost Page 14 Institutional Research

Ranking criteria and weights Category Category Weight 2014 forward Peer assessment 22.5% Student selectivity Faculty resources Graduation and Retention Rate 12.5% 20.0% 22.5% Category Weight 2013 Subfactor Subfactor Weight 2014 onward Weight 2013 Weight Peer assessment survey 67% 15.0% 15.0% 22.5% High school counselor 33% 7.5% 7.5% Acceptance rate 10% 1.3% 1.5% 15.0% High school class standing top 10% 25% 3.1% 6.0% SAT/ACT scores 65% 8.1% 7.5% Faculty compensation 35% 7.0% 7.0% Percent faculty with top terminal degree 15% 3.0% 3.0% 20.0% Percent full time faculty 5% 1.0% 1.0% Student/faculty ratio 5% 1.0% 1.0% Class size, 1 19 students 30% 6.0% 6.0% Class size, 50+ students 10% 2.0% 2.0% Average graduation rate 80% 18.0% 16.0% 20.0% Average freshman retention rate 20% 4.5% 4.0% Financial resources 10.0% 10.0% Average educational expenditures per student 100% 10.0% 10.0% Alumni giving 5.0% 5.0% Average alumni giving rate 100% 5.0% 5.0% Graduation rate performance 7.5% 7.5% Graduation rate performance 100% 7.5% 7.5% Office of the Provost Page 15 Institutional Research