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THE KUBS WORLDWIDE BUSINESS RESEARCH RANKINGS TM Area: Operations Management & Management Science Rank Name of School Score Country 1 Hong Kong Polytechnic University 349.70 Hong Kong 2 Georgia Institute of Technology 255.20 United States 3 University of Toronto 234.08 Canada 4 Massachusetts Institute of Technology 230.93 United States 5 National University of Singapore 227.39 Singapore 6 Arizona State University 211.10 United States 7 City University of Hong Kong 210.23 Hong Kong 8 University of Michigan Ann Arbor 207.61 United States 9 Texas A&M University 200.65 United States 10 Columbia University 192.47 United States 11 Pennsylvania State University 188.65 United States 12 Northwestern University 187.65 United States 13 Catholic University of Leuven 184.76 Belgium 14 Erasmus University Rotterdam 177.35 Netherlands 15 Tsinghua University 160.77 China

16 University of Texas at Dallas 160.60 United States 17 Stanford University 158.79 United States 18 University of Groningen 150.94 Netherlands 19 Hong Kong University of Science and Technology 147.63 Hong Kong 20 University of Warwick 145.95 United Kingdom 21 Eindhoven University of Technology 144.66 Netherlands 22 University of Seville 140.59 Spain 23 Cornell University 136.37 United States 24 University of Southern California 134.77 United States 25 University of Texas at Austin 134.77 United States 26 HEC Montreal 134.21 Canada 27 University of Nottingham 134.03 United Kingdom 28 Carnegie Mellon University 133.44 United States 29 University of Pennsylvania 133.15 United States 30 Polytechnic University of Catalonia 133.10 Spain 31 University of Florida 129.59 United States

32 Shanghai Jiao Tong University 127.79 China 33 University of Maryland at College Park 127.59 United States 34 Ohio State University 127.11 United States 35 Lancaster University 126.47 United Kingdom 36 Bilkent University 124.97 Turkey 37 Michigan State University 123.75 United States 38 University of California at Los Angeles 122.80 United States 39 University of Southampton 122.79 United Kingdom 40 New York University 121.85 United States 41 Chinese University of Hong Kong 118.44 Hong Kong 42 Purdue University 118.38 United States 43 University of California Berkeley 117.57 United States 44 Harvard University 117.31 United States 45 Tilburg University 116.89 Netherlands 46 National Cheng Kung University 116.29 Taiwan 47 Aalto University 115.45 Finland

48 University of North Carolina at Chapel Hill 115.20 United States 49 University of Minnesota 114.78 United States 50 University of Vienna 113.13 Austria 51 Cardiff University 109.45 United Kingdom 52 Northeastern University 106.67 United States 53 Indiana University 106.38 United States 54 Nanyang Technological University 105.19 Singapore 55 KoC University 103.09 Turkey 56 Duke University 102.62 United States 57 University of Bologna 100.73 Italy 58 University of Illinois at Urbana- Champaign 98.03 United States 59 Huazhong University of Science & Technology 94.77 China 60 University of Pittsburgh 94.61 United States 61 National Tsing Hua University 92.41 Taiwan 62 University of Brescia 91.85 Italy

63 Polytechnique de Montreal 90.38 Canada 64 Technical University of Valencia 90.24 Spain 65 University of British Columbia 89.15 Canada 66 INSEAD Europe 88.73 France 67 Ghent University 88.69 Belgium 68 University of Sao Paulo 88.06 Brazil 69 Xi'an Jiaotong University 87.97 China 70 National Chiao Tung University 87.93 Taiwan 71 Amirkabir University of Technology 84.47 Iran 72 University of Washington at Seattle 83.39 United States 73 Brunel University 81.83 United Kingdom 74 Korea University 81.64 South Korea 75 Virginia Tech 81.11 United States 76 Hebrew University of Jerusalem 80.99 Israel 77 Technical University of Denmark 80.72 Denmark 78 University of Buffalo 80.38 United States 79 University of Waterloo 79.44 Canada

80 Washington University in Saint Louis 78.88 United States 81 University of Hong Kong 76.79 Hong Kong 82 McGill University 76.54 Canada 83 Aarhus University 75.54 Denmark 84 University of Wisconsin in Madison 71.32 United States 85 Tel Aviv University 71.09 Israel 86 University of Tennessee in Knoxville 70.97 United States 87 Rutgers University - SUNJ 70.42 United States 88 Clemson University 69.97 United States 89 University of la Laguna 69.86 Spain 90 Free University of Amsterdam 68.97 Netherlands 91 University of Twente 68.02 Netherlands 92 National Taiwan University 67.77 Taiwan 93 University of Arkansas in Fayetteville 67.19 United States 94 Technical University of Munich 66.69 Germany 95 University of South Carolina 66.35 United States 96 Polytechnic University of Milan 66.24 Italy

97 University of Cologne 66.24 Germany 98 Imperial College London 65.41 United Kingdom 99 National Taiwan University of Science and Technology 65.18 Taiwan 100 University of Padua 65.14 Italy