商务与管理研究2023QS世界大学专业排名最新发布;商务与管理研究2023QS世界大学排名是由教育组织所发表的年度世界大学排名。排名包括主要的世界大学综合排名及学科排名。
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大学名称
国家/地区国家/地区
学术行业评价学术行业评价
学生就业评价学生就业评价
引用率引用率
学术产出水平学术产出水平
得分得分
2
INSEAD
3
London Business School
7
Bocconi University
10
HEC Paris School of Management
11
The London School of Economics and Political Science (LSE)
12
University of California, Berkeley (UCB)
13
National University of Singapore (NUS)
15
Copenhagen Business School
16
New York University (NYU)
17
Universitat Ramon Llull
18
Erasmus University Rotterdam
21
Nanyang Technological University, Singapore (NTU Singapore)
22
The University of Warwick
23
University of Navarra
24
Tecnológico de Monterrey
26
IE University
27
University of Michigan-Ann Arbor
30
ESSEC Business School
31
The Hong Kong University of Science and Technology
32
Shanghai Jiao Tong University
33
Tsinghua University
34
University of California, Los Angeles (UCLA)
36
The University of Manchester
38
Peking University
40
University of St.Gallen (HSG)
41
Seoul National University
42
The University of New South Wales (UNSW Sydney)
43
Singapore Management University
44
Yonsei University
45
ESCP Business School - Paris
46
Fudan University
47
Luiss University
49
WU (Vienna University of Economics and Business)
50
Korea University
51
McGill University
53
Indian Institute of Management (IIM) - Ahmedabad
55
University of Texas at Austin
56
emlyon business school
57
KAIST - Korea Advanced Institute of Science & Technology
59
Politecnico di Milano
60
Pontificia Universidad Católica de Chile (UC)
61
Indian Institute of Management (IIM) - Bangalore
64
Tilburg University
65
The Chinese University of Hong Kong (CUHK)
67
Pennsylvania State University
72
Stockholm School of Economics
73
Université de Montréal
75
Universität Mannheim
76
Aalto University
77
Technical University of Munich
79
Texas A&M University
83
Universidade de São Paulo
84
Zhejiang University
87
University of Amsterdam
88
King Abdulaziz University (KAU)
89
Universidad de los Andes
90
Universiti Malaya (UM)
91
IMD
92
Sungkyunkwan University (SKKU)
93
Taylor's University
95
BI Norwegian Business School
96
Universidad Adolfo Ibáñez
99
Australian National University (ANU)
100
The University of Tokyo
102
KU Leuven
103
UCL
104
Université PSL
105
Fundação Getulio Vargas (FGV)
107
National Taiwan University (NTU)
108
EDHEC Business School
109
Indian Institute of Management (IIM) - Calcutta
111
Universidad Nacional Autónoma de México (UNAM)
112
University of Minnesota Twin Cities
113
Purdue University
114
Renmin (People's) University of China
116
Universidad de Chile
117
The University of Edinburgh
118
The Ohio State University
120
University of Maryland, College Park
121
Indian Institute of Technology Delhi (IITD)
122
Hanyang University
124
Indian Institute of Technology Bombay (IITB)
125
University of Groningen
126
University of Illinois at Urbana-Champaign
128
HSE University
130
WHU - Otto Beisheim School of Management
132
Alma Mater Studiorum - University of Bologna
137
Queen's University at Kingston
141
143
Waseda University
146
Universidad Carlos III de Madrid (UC3M)
148
Lund University
150
Instituto Tecnológico Autónomo de México (ITAM)
151
American University of Beirut (AUB)
152
American University of Sharjah
153
Athens University of Economics and Business
155
California Institute of Technology (Caltech)
156
Chulalongkorn University
161
Grenoble Ecole de Management
162
Hitotsubashi University
163
Indian Institute of Technology Kharagpur (IIT-KGP)
164
Indian Institute of Technology Madras (IITM)
165
Indian School of Business
166
KEDGE Business School
167
Keio University
168
Koç University
169
Kyoto University
170
Kyung Hee University
171
Lahore University of Management Sciences (LUMS)
172
Lomonosov Moscow State University
173
Ludwig-Maximilians-Universität München
174
Maastricht University
176
National Tsing Hua University
179
Pontificia Universidad Catolica del Peru
180
Pontificia Universidad Javeriana
181
Queensland University of Technology (QUT)
183
Sun Yat-sen University
185
The University of Georgia
187
UCSI University
188
Universidad de Buenos Aires (UBA)
189
Universidade Nova de Lisboa
190
Universiti Putra Malaysia (UPM)
191
Universiti Sains Malaysia (USM)
193
University of Lausanne
194
University of South Carolina
196
University of Texas Dallas
198
University of Wisconsin-Madison
199
University of Zurich
200
Université Paris 1 Panthéon-Sorbonne
201
Vrije Universiteit Amsterdam
202
Xi’an Jiaotong University
203
Aarhus University
204
Bilkent University
205
EHL Hospitality Business School
206
Eindhoven University of Technology
208
Freie Universitaet Berlin
209
Gadjah Mada University
211
Goethe-University Frankfurt am Main
214
Humboldt-Universität zu Berlin
215
Indian Institute of Management (IIM) - Lucknow
216
Institut Polytechnique de Paris
218
King Fahd University of Petroleum & Minerals
219
NEOMA Business School France
220
Nanjing University
221
National Cheng Kung University (NCKU)
222
National Chengchi University
223
Plekhanov Russian University of Economics
224
RWTH Aachen University
225
Rutgers University–New Brunswick
226
Saint Petersburg State University
228
Sogang University
231
The University of Arizona
232
The University of Sheffield
233
Universidad Austral
234
Universidad EAFIT
235
Universidad Nacional de Colombia
236
Universitas Indonesia
237
Universitat Pompeu Fabra (Barcelona)
238
Universiti Kebangsaan Malaysia (UKM)
239
Universiti Utara Malaysia (UUM)
241
University of California, San Diego (UCSD)
246
University of Southern Denmark (SDU)
247
University of Twente
248
University of Vienna
251
Vlerick Business School
252
Abu Dhabi University
253
Airlangga University
254
American University of the Middle East
255
Beijing Institute of Technology
256
Complutense University of Madrid
259
ESIC
260
Financial University under the Government of the Russian Federation
261
Huazhong University of Science and Technology
262
Indian Institute of Management (IIM) - Kozhikode
263
Indian Institute of Technology Roorkee (IITR)
264
Instituto Politécnico Nacional (IPN)
265
Istanbul Technical University
266
Kobe University
268
Middle East Technical University
269
National Taipei University of Technology
270
National University of Sciences And Technology (NUST) Islamabad
271
National Yang Ming Chiao Tung University
273
Sabanci University
274
Shanghai University
275
The American University in Cairo
276
The University of Newcastle, Australia (UON)
277
Tongji University
278
United Arab Emirates University
279
Universidad Anáhuac México
280
Universidad Autónoma de Madrid
281
Universidad Panamericana (UP)
282
Universidad de La Sabana
283
Universidad del Pacífico
284
Universitat Autònoma de Barcelona
285
Universitat de Barcelona
286
Universitat de Valencia
287
Universite libre de Bruxelles
289
University of Cologne
290
University of Delhi
291
University of Illinois at Chicago (UIC)
292
University of Jordan
294
University of Otago
295
Università Cattolica del Sacro Cuore
296
Université catholique de Louvain (UCLouvain)
297
Uppsala University
299
Virginia Polytechnic Institute and State University
302
Auckland University of Technology (AUT)
303
Bandung Institute of Technology (ITB)
304
Beijing Normal University
305
Brunel University London
306
Cairo University
307
Corvinus University of Budapest
310
Ewha Womans University
311
Ghent University
313
Indian Institute of Technology Kanpur (IITK)
314
Institute of Business Administration (IBA)
315
King Saud University
316
Kingston University, London
317
Lebanese American University
318
Management and Science University
320
National Sun Yat-sen University
321
National Taiwan University of Science and Technology (Taiwan Tech)
322
North Carolina State University
324
Osaka University
325
Politecnico di Torino
326
Qatar University
329
Thammasat University
330
UNESP
331
Universidad Externado de Colombia
332
Universidad Pontificia Comillas
333
Universidad Torcuato Di Tella
335
University of California, Davis
336
University of Canterbury | Te Whare Wānanga o Waitaha
337
University of Deusto
339
University of Geneva
340
University of Lisbon
341
University of Massachusetts Boston
344
University of Science and Technology of China
347
University of Sussex Business School
348
University of Waikato
349
Ural Federal University - UrFU
350
Xiamen University
351
Aalborg University
352
Ajou University
353
Applied Science University - Bahrain
354
Asian Institute of Technology, Thailand
356
Canadian University Dubai
358
Chung-Ang University (CAU)
359
De La Salle University
360
HUFS - Hankuk (Korea) University of Foreign Studies
361
Harbin Institute of Technology
362
Indian Institute of Management (IIM) - Indore
363
Indian Institute of Science
365
Lappeenranta-Lahti University of Technology LUT
366
Linköping University
367
MGIMO University
368
Maastricht School of Management (MSM)
369
Mahidol University
372
RUDN University
373
Sorbonne University
374
Stockholm University
376
Technical University of Denmark
377
The University of Alabama
378
The University of Tennessee, Knoxville
379
Universidad de Santiago de Chile (USACH)
380
Universidad del Desarrollo (UDD)
381
University of California, Irvine
382
University of Cape Town
383
University of Dhaka
384
University of Gothenburg
385
University of Granada
386
University of Hawaiʻi at Mānoa
390
University of Nevada - Las Vegas
392
University of Porto
393
University of Rome "Tor Vergata"
394
University of Warsaw
395
University of the Philippines
397
Université Laval
398
Wageningen University & Research
399
SGH Warsaw School of Economics
400
University of Münster
402
Ateneo de Manila University
403
Babes-Bolyai University
404
Brigham Young University
406
COMSATS University Islamabad
407
Ca' Foscari University of Venice
409
Central European University
410
Chandigarh University
411
Essex, University of
412
EBS Business School
413
Gulf University for Science and Technology
414
Istanbul University
415
L.N. Gumilyov Eurasian National University (ENU)
416
Loyola University Chicago
417
North South University
418
Norwegian University of Science And Technology
419
Peter the Great St. Petersburg Polytechnic University
420
Royal Holloway University of London
421
Russian Presidential Academy of National Economy and Public Administration
422
Sant'Anna - Scuola Universitaria Superiore Pisa
423
Shandong University
424
Sultan Qaboos University
425
Sunway University
426
Symbiosis International (Deemed University)
427
Universidad Diego Portales (UDP)
428
Universidad ESAN
429
Universidad de Sevilla
430
Universidad de las Américas Puebla (UDLAP)
431
Universidade Federal do Rio Grande Do Sul
432
Universitat Politècnica de Catalunya · BarcelonaTech (UPC)
433
Universitat Politecnica de Valencia
434
Universiti Teknologi MARA - UiTM
435
University of Antwerp
437
440
University of Ljubljana
441
University of Missouri, Columbia
443
University of Turku
445
University of the Punjab
446
Université Jean Moulin Lyon 3
447
Université du Québec
449
Vilnius Gediminas Technical University (VILNIUS TECH)
450
Zayed University
451
Al Ain University
452
Aristotle University of Thessaloniki
453
Bina Nusantara University (BINUS)
454
Birla Institute of Technology and Science, Pilani
455
Baruch College
456
Chiang Mai University
457
Diponegoro University
458
Escuela Superior Politécnica del Litoral (ESPOL)
459
Florida Atlantic University - Boca Raton
462
Hacettepe University
463
Hanken School of Economics
464
INCAE Business School
465
International University of Japan
466
Jilin University
467
Kozminski University
468
Lebanese University
469
National Central University
470
National Taiwan Normal University
471
National and Kapodistrian University of Athens
472
Northumbria University at Newcastle
473
NHH Norwegian School of Economics
474
Quaid-i-Azam University
477
Stellenbosch University
478
Tampere University
479
Technion - Israel Institute of Technology
480
Technische Universität Wien
481
Tel Aviv University
482
Universidad de los Andes - Chile
483
Universidad del Norte
484
Universidad del Rosario
485
Universidade Federal do Paraná - UFPR
486
Universitas Brawijaya
487
Universiti Teknologi PETRONAS (UTP)
488
University at Buffalo SUNY
490
University of Cyprus (UCY)
495
University of Sharjah
498
University of Victoria (UVic)
499
Universität Innsbruck
500
Université Toulouse 1 Capitole
502
Al-Farabi Kazakh National University
504
The Bucharest University of Economic Studies
505
Budapest University of Technology and Economics
506
City University of New York
511
IMT Atlantique
512
IPB University (aka Bogor Agricultural University)
513
ISCTE-IUL
514
ITMO University
516
Johannes Kepler University Linz
517
Kasetsart University
518
Kaunas University of Technology
519
Kazan (Volga region) Federal University
520
Lingnan University, Hong Kong
522
Nankai University
524
Poznan University of Economics
525
Radboud University
526
Tallinn University of Technology (TalTech)
527
Taras Shevchenko National University of Kyiv
528
Technische Universität Hamburg
529
The Hebrew University of Jerusalem
530
Ulsan National Institute of Science and Technology (UNIST)
531
Universidad ICESI
532
Universidad de Monterrey (UDEM)
533
Universidade Federal de Minas Gerais
534
Universidade Federal de Santa Catarina
535
Universiti Tunku Abdul Rahman (UTAR)
536
University of East Anglia (UEA)
537
University of International Business and Economics
538
University of Jyväskylä
541
University of Naples - Federico II
544
University of Salamanca
545
University of South Alabama (USA)
546
University of Turin
547
Université Côte d'Azur
548
Vietnam National University, Hanoi
549
Vilnius University
550
Vrije Universiteit Brussel (VUB)
552
Ain Shams University in Cairo (ASU, Cairo)
553
Amity University
555
Friedrich-Alexander-Universität Erlangen-Nürnberg
556
Inha University
557
Iqra University
558
Jagiellonian University
559
Jawaharlal Nehru University
560
Kyushu University
561
Lincoln University College
562
O.P. Jindal Global University
563
Pontificia Universidad Católica de Valparaíso
564
Riga Technical University
565
Ritsumeikan University
567
Technological University Dublin
569
Universidad de Guadalajara (UDG)
570
Universidad de Zaragoza
571
Universidad del Valle
572
Universidade Federal de São Carlos (UFSCar)
573
Universitas Padjadjaran (UNPAD)
574
University of Bern
575
University of Coimbra
576
University of Göttingen
577
University of Tehran
578
University of Witwatersrand
579
University of Zagreb
580
Warsaw University of Technology
United States
96.9
100
96.5
77.8
98
France
85.1
91.2
93.8
79.5
100
United Kingdom
83.1
90.7
93
78.1
99.4
United States
90.8
93.8
92.1
79
93.9
United States
90.3
94.5
91.9
77.7
93.4
United States
95.8
84.2
90.7
82.8
95.1
Italy
91.7
84.9
90.6
79.1
96
United Kingdom
95.1
94.3
90.2
79.9
88.8
United Kingdom
93
95.5
89.9
75.2
88.8
France
81.4
86
88.9
80.5
93.9
United Kingdom
87.2
84.5
87.5
72.4
92.4
United States
94.9
85.8
86.7
81.9
86.5
Singapore
92.4
86.9
85.6
75.4
85.4
United States
92.2
77.3
84.4
81
87.8
Denmark
96.5
64.4
84.3
77.4
95.2
United States
90.5
81.8
84.2
76.5
86
Spain
90.3
79.8
83.7
84.9
84.4
Netherlands
97.5
73.2
83.6
78.2
88.1
United States
83.9
80.9
83.1
79.9
84.9
United States
88.5
82.9
82.8
74.1
83.3
Singapore
88.1
82.4
82.1
75.6
82
United Kingdom
94.9
76.1
81.4
79
82.3
Spain
84.7
79.5
81
74.3
82.4
Mexico
86.5
81.8
80.7
71.6
80.7
United States
81
86.5
80.6
76.7
77.8
Spain
77.6
80.5
80.4
71.3
82.7
United States
90.5
76.1
80.2
78.5
81
United Kingdom
87.8
83
80
78.9
76.9
Canada
90.5
81.8
80
72.7
78.2
France
83.1
78.9
79.9
76.5
80.6
Hong Kong SAR
83.1
70
79.7
80.5
84.6
China (Mainland)
91.7
78.2
78.9
77.3
77
China (Mainland)
91.9
77.2
78.9
76.3
77.8
United States
81
84.6
78.9
74
76
United States
91.4
79.5
78.6
76.3
76
United Kingdom
100
77.9
78.6
80.4
74.4
Australia
91.1
78
78.1
73.9
76.3
China (Mainland)
86.1
77.6
78
75.2
77.1
Canada
86.1
79
77.9
74.2
76.3
Switzerland
94.9
68.4
77.9
80.3
79.8
South Korea
86.5
77.7
77.5
72.1
76.7
Australia
96.5
75.9
77.4
75
75
Singapore
83.1
67.5
77.2
80.5
81.1
South Korea
88.1
74.8
77.2
75.2
76.8
France
90.3
76.6
77.1
81.1
73.9
China (Mainland)
87.2
77.2
76.8
77.4
74.3
Italy
81.4
82
76.8
72.9
73.5
Hong Kong SAR
91.4
72.8
76.8
78.6
76
Austria
91.1
60.7
76.7
79
82.9
South Korea
81.9
74.4
76.1
70.9
77
Canada
83.9
78.4
75.9
74.8
73
United States
86.1
73.2
75.8
78.5
74.8
India
81.4
73.9
75.7
72.1
76.3
Australia
99.4
74.1
75.5
79
70.8
United States
88.8
72.9
75.3
75.5
74
France
85.1
68.4
75.2
85.1
75.4
South Korea
80.1
72.8
75.2
74.7
75.8
Hong Kong SAR
98.5
61.2
75.2
80.5
77.9
Italy
93.2
78.2
75
73.8
69.6
Chile
76.5
80.3
75
71.1
72.3
India
81
70.9
74.9
73.9
76.2
Australia
93
75
74.9
73.3
71.6
United States
93.7
69.4
73.9
79.2
71.6
Netherlands
93
60.7
73.9
78.6
77
Hong Kong SAR
86.5
65.7
73.8
74.4
75.9
Canada
88.1
69.5
73.7
75.5
73
United States
95.6
68.7
73.6
77.2
71.5
United Kingdom
97.1
69.7
73.6
81
69.7
United States
81.9
71.2
73.5
76.5
72.6
United Kingdom
93.9
63.9
73.3
79.6
73.5
United Kingdom
96.2
65
73.3
78.9
72.5
Sweden
89.7
61.4
73
79
75.4
Canada
93
67.6
72.9
74.2
71.7
United States
87.2
72.2
72.8
77.8
69.3
Germany
80.5
60.4
72.7
75
78.1
Finland
99.1
56.3
72.5
80.7
75.3
Germany
83.9
71.1
72.5
70.1
71.5
United Kingdom
83.1
74.8
72.4
76.5
67.9
United States
94.7
70.4
72.4
78.2
68
United Kingdom
89.7
67.6
72.4
77.2
70.8
United States
89.7
67.4
72.4
80.1
70.4
United States
85.8
71.9
72.2
80.7
67.9
Brazil
87.5
76.4
72.2
67.4
67.5
China (Mainland)
90.5
77.4
72.2
75.2
64.9
United States
73.6
79.2
72.1
75.8
66.7
Australia
95.4
68.3
72.1
76.7
68.8
Netherlands
91.7
70.1
72.1
74.8
68.8
Saudi Arabia
88.8
66.9
72
79.8
70.2
Colombia
77.1
73.4
72
69.2
70.7
Malaysia
94.9
69.5
71.8
75.8
67.8
Switzerland
65
69.8
71.7
67.2
75
South Korea
84.7
69.8
71.7
73.9
69.7
Malaysia
82.7
68.6
71.7
79.3
69.9
United States
96.2
62.2
71.6
82.4
70.1
Norway
94.4
51
71.5
83.3
76.8
Chile
77.1
72
71.3
75.7
68.9
United States
93.2
65.5
71.2
78.7
68.8
United Kingdom
89.7
73.2
71.2
76.2
65.3
Australia
87.8
72.8
71.2
70.8
66.9
Japan
72.2
79.1
71.2
60.4
68.4
Hong Kong SAR
92.2
58.6
71.1
78
73
Belgium
93.9
65.5
71.1
75.7
68.9
United Kingdom
89.4
76
71.1
73.2
64
France
86.8
77.3
71
69.3
64.3
Brazil
81
66
70.9
65.2
72.9
United Kingdom
94.4
61.1
70.7
82.7
69.4
Taiwan
81
72.6
70.5
72.3
66.8
France
77.1
69.6
70.4
75.3
68.6
India
75.4
68.5
70.4
67.7
71
New Zealand
94.2
66.3
70.4
79.6
66.2
Mexico
65
79.8
70.4
56.9
68.6
United States
91.7
60.2
70.2
75.8
70.7
United States
87.5
70.9
70.1
74.3
65.2
China (Mainland)
88.1
65.4
70.1
75.3
68.3
United States
93.5
65.7
70
78.8
66.1
Chile
81.4
74.6
69.9
74.9
63.7
United Kingdom
87.2
74.2
69.6
75
62.3
United States
91.1
66.8
69.5
79.1
64.9
United Kingdom
90
70.5
69.4
75.6
63.4
United States
89.4
63
69.4
79.9
67.2
India
86.8
75
69.3
76.3
61
South Korea
82.7
70
69.2
74.4
65
United Kingdom
93.2
67.4
69.2
78.3
63.6
India
72.9
77.5
69.1
67.3
63.7
Netherlands
92.2
58.7
69.1
79.2
68.6
United States
90.5
66.4
69.1
74.1
65.4
United Kingdom
92.4
62.6
69
76.8
66.5
Russia
78.1
74.7
68.9
62.3
64.8
Canada
87.5
66.1
68.9
77.8
65.1
Germany
84.7
56.2
68.9
79.7
71.2
United States
89.1
63.6
68.8
75.8
66.5
Italy
88.8
68
68.7
75
63.9
United Kingdom
91.1
64.6
68.7
80.5
64.4
United States
84.3
63.2
68.6
93.2
63.8
United Kingdom
90.3
65.3
68.4
77.1
64.1
United Kingdom
95.4
67.7
68.4
77.7
61.6
Canada
77.6
72.8
68.3
71.7
63.1
United Kingdom
88.1
68.2
68.3
75
63
United Kingdom
93.5
60.8
68.1
86.1
63.7
Canada
87.5
62.7
68.1
73.9
66.3
United States
85.1
61.8
67.9
78.5
65.9
Australia
94.4
63.8
67.8
74.2
63.5
Japan
66.9
71.8
67.8
56.1
68
United States
88.5
65.2
67.6
75.4
63.3
United Kingdom
93.9
61.4
67.5
77.4
63.8
Spain
79.6
69.5
67.2
73.9
61.9
United Kingdom
90.8
62.3
67.2
75.7
63.8
Sweden
96.9
63.3
67.1
78.6
61.2
Ireland
77.1
70
67.1
67.2
63.4
Mexico
71.6
72.2
67
66.8
62.9
Lebanon
74.8
74.8
-
72.1
59.6
United Arab Emirates
83.5
70.1
-
76.8
54.3
Greece
85.4
63.7
-
77.7
61.2
United States
88.1
59.6
-
84.3
63.4
United States
58.3
74.6
-
67.5
60.2
Thailand
77.1
64.2
-
66.7
62.4
Australia
95.1
60.2
-
75.7
59.6
Australia
91.4
57.9
-
74.8
60.5
United States
88.5
62
-
78.4
59.8
United States
82.3
67.3
-
75
59.6
France
81.9
59.4
-
73.4
67.1
Japan
61.9
66.3
-
52.5
69.5
India
86.1
68.4
-
74
57.5
India
78.6
71.3
-
72.1
57.2
India
75.4
61.9
-
83.3
63.6
France
89.7
56.7
-
77.4
64.4
Japan
67.7
70.3
-
56
64.8
Turkey
72.9
67.1
-
72.1
59.9
Japan
67.7
72.6
-
57.8
62.3
South Korea
84.7
61.2
-
76.9
61
Pakistan
71.6
69.4
-
66
63.4
Russia
58.3
82.2
-
49
61.3
Germany
81
63
-
71.8
64.1
Netherlands
91.9
60.7
-
77.9
61.3
Australia
91.7
63.3
-
74.1
58.3
Taiwan
78.6
65
-
78.3
57.9
United Kingdom
95.6
68.5
-
81.4
53.5
United States
94.4
53.5
-
82
63
Peru
70.1
69.3
-
63
61.1
Colombia
67.7
69.4
-
61.6
61.4
Australia
95.4
58.7
-
78.2
60.3
Australia
91.4
66.2
-
71.3
61.4
China (Mainland)
90.5
63
-
77.5
61.6
United Kingdom
87.8
64.8
-
78.1
56.2
United States
92.7
61.5
-
78.6
59.3
Australia
93.9
62.8
-
80.7
57.3
Malaysia
70.8
68.4
-
73.8
62.9
Argentina
58.3
78.1
-
53.1
64.2
Portugal
92.2
57.2
-
81
62.8
Malaysia
82.7
61.5
-
66.5
63.5
Malaysia
91.1
61.3
-
68.7
59.5
Ireland
86.8
66
-
72.2
61.8
Switzerland
76
59.9
-
74.9
63.3
United States
93
54.2
-
81
63.8
United Kingdom
91.7
55.8
-
83
63.2
United States
87.5
61.5
-
78.7
63.3
United States
85.8
63.2
-
77.9
60.6
United States
81.4
62.5
-
72.6
61.3
Switzerland
82.3
58.5
-
76.3
63
France
73.6
73.7
-
59.4
62.7
Netherlands
93.7
50.9
-
77.3
64.5
China (Mainland)
93.5
69.3
-
77.4
53.2
Denmark
91.4
56.2
-
74.6
60.3
Turkey
73.6
65.2
-
69.7
57
Switzerland
64
69.7
-
63.1
59.7
Netherlands
87.2
64.9
-
76.4
55.9
United States
91.1
59.4
-
79.6
55.3
Germany
81
61.2
-
72.7
59.9
Indonesia
66.9
66.8
-
55.4
62.4
United States
92.4
54.7
-
81
60.3
Germany
81.9
58.9
-
75
58.2
Australia
97.9
50.9
-
78.7
60.3
United Kingdom
85.4
62.1
-
78.5
56
Germany
77.1
62.2
-
70
57.7
India
78.1
62.6
-
75.4
56.5
France
77.6
78.6
-
66.8
52
United States
75.4
69
-
70.1
53.8
Saudi Arabia
75.4
69
-
75.6
56.4
France
88.1
53.9
-
83.4
60.4
China (Mainland)
86.8
56.8
-
76.7
58.2
Taiwan
78.6
64.6
-
69
58.4
Taiwan
79.6
59.6
-
68.1
60.2
Russia
74.2
69
-
58.5
59.3
Germany
83.9
64.1
-
67
57.5
United States
91.1
58.7
-
74.9
57.4
Russia
82.3
70.7
-
65.7
55.7
Canada
85.4
57.2
-
75.9
60.7
South Korea
76
61.6
-
72.7
59.1
United States
90.8
51.5
-
79
62.7
Australia
92.4
62.5
-
78.2
56.1
United States
87.5
60.3
-
83.8
57.4
United Kingdom
90.5
65.9
-
76.3
53.8
Argentina
58.3
67.9
-
50.5
65.4
Colombia
70.1
62.7
-
59.7
60.8
Colombia
67.7
71
-
51
60.8
Indonesia
72.9
69.4
-
46.7
62.4
Spain
74.8
61.5
-
73.5
60.3
Malaysia
81.4
61.3
-
59
59.8
Malaysia
88.1
52.7
-
62.3
64.9
Canada
83.9
68.9
-
74
52
United States
79.6
65.6
-
76.4
54.1
United Kingdom
91.4
65.6
-
75.3
52.7
United States
85.4
61.7
-
79.7
56.7
Australia
90.8
57
-
75.6
60
United Kingdom
90
62.9
-
77.8
53.9
Denmark
94.2
51.1
-
80.2
60.2
Netherlands
91.1
57.6
-
81.3
55.8
Austria
89.4
56.5
-
75.2
60.1
Canada
78.1
70.9
-
68.4
53.5
Australia
87.2
60.8
-
81.1
57.8
Belgium
81
54.5
-
81.3
61
United Arab Emirates
80.1
64.6
-
78.1
53
Indonesia
68.5
66.9
-
57.8
56.6
Kuwait
66.9
59
-
69.2
59
China (Mainland)
89.7
63.7
-
80.4
49.1
Spain
78.1
70.1
-
68.1
51.7
Canada
88.1
60
-
75.8
53.1
Ireland
86.1
58.3
-
74.5
54.3
Spain
74.8
68.6
-
63.2
53.5
Russia
74.2
63.8
-
51.7
57.3
China (Mainland)
90
63.3
-
78.5
49.4
India
81
56.7
-
78.2
57.5
India
90
62.1
-
78.1
50.9
Mexico
64
70
-
69.2
52.5
Turkey
77.1
69.9
-
71.2
49.3
Japan
66.9
56.8
-
60.1
61.6
Canada
84.7
64.4
-
78.7
52.2
Turkey
73.6
70.1
-
69.2
52.3
Taiwan
66.9
65.9
-
66.9
57.4
Pakistan
72.9
66.4
-
70.7
54.7
Taiwan
77.1
62.4
-
69.3
54.1
United States
81.4
56.9
-
78.4
57.1
Turkey
66.9
64.7
-
66
56
China (Mainland)
87.8
62.4
-
75.8
51.7
Egypt
60.8
71.9
-
54.8
57.1
Australia
93.2
61.9
-
85.4
49.6
China (Mainland)
90.3
49
-
75.5
60.7
United Arab Emirates
77.6
67
-
73.8
52.3
Mexico
54
67
-
53.1
59.3
Spain
76.5
69.3
-
70.3
51.3
Mexico
54
68.2
-
49.4
59.4
Colombia
66.9
64
-
61.6
57.7
Peru
60.8
64.6
-
54
59.4
Spain
82.7
62.6
-
75
54.5
Spain
76
66.8
-
66.7
54.6
Spain
95.4
53.1
-
79.5
55.1
Belgium
68.5
64
-
73.9
56.1
United Kingdom
87.5
68.5
-
78.1
49.6
Germany
86.1
51.1
-
78.7
58.6
India
76.5
65.6
-
64.3
55.4
United States
80.1
61.5
-
76.3
54.6
Jordan
80.5
66.1
-
79
49.5
United States
81.4
63.2
-
78.6
52.8
New Zealand
82.7
58.9
-
72.4
55.6
Italy
81
65.6
-
68.6
52.9
Belgium
84.7
57.5
-
75.4
57.2
Sweden
85.8
54.7
-
71.8
58.3
New Zealand
79.6
59
-
70.5
55.9
United States
86.8
59.7
-
76
54.5
United States
88.5
59
-
77.8
55.6
United States
81
56.6
-
80.2
57.1
New Zealand
88.8
52.9
-
74.6
54.9
Indonesia
61.9
67.6
-
45.7
57.6
China (Mainland)
85.8
52.7
-
78.7
53.4
United Kingdom
94.2
53.9
-
83.2
51.2
Egypt
69.3
68.8
-
66.7
49.1
Hungary
67.7
61.4
-
61.1
57.4
United Kingdom
91.1
54
-
75
52.4
United States
79.1
57.7
-
81.3
52.2
South Korea
72.2
57.5
-
68.2
55.1
Belgium
88.8
53.6
-
74.3
54.5
Hong Kong SAR
81.4
45.5
-
76.1
59.4
India
71.6
69.3
-
65
51.5
Pakistan
63
62.8
-
55.1
56.2
Saudi Arabia
80.5
62.6
-
78.8
50
United Kingdom
86.5
58.1
-
77.7
52.1
Lebanon
86.1
64.5
-
83
45.3
Malaysia
74.2
60.5
-
68.4
54.1
New Zealand
88.8
54.1
-
74.9
53.9
Taiwan
80.1
56.9
-
75
55.5
Taiwan
78.6
57.5
-
76.9
53.6
United States
86.8
59
-
73.1
51.9
United Kingdom
86.1
56.1
-
73.3
55.1
Japan
71.6
66.6
-
61.1
52
Italy
77.6
68.2
-
71.1
49.2
Qatar
85.8
62.5
-
72.3
50.2
United Kingdom
90.3
62.1
-
78.5
47.7
Australia
91.7
54.2
-
77.4
51.4
Thailand
74.8
57.7
-
62.8
56.5
Brazil
76.5
66.9
-
71.4
49.1
Colombia
61.9
63
-
50.8
57.8
Spain
67.7
69.8
-
62.5
52.5
Argentina
59.6
66
-
51.5
56.7
Ireland
82.7
61
-
72.1
52.4
United States
78.6
68.8
-
72.4
48.9
New Zealand
85.1
57.2
-
74.1
53.3
Spain
81.4
61.3
-
81
50.6
Ireland
84.7
61.1
-
74.7
50.8
Switzerland
76
60
-
76.6
52.1
Portugal
91.1
58.2
-
74.1
51.4
United States
93.9
58.1
-
81.5
48.3
Canada
83.5
63.4
-
70.3
50.9
United States
69.3
62.7
-
77
51.8
China (Mainland)
86.5
55.7
-
78.4
54
United States
85.8
51.2
-
77.2
54.9
United Kingdom
74.8
66
-
74.3
50.6
United Kingdom
93.5
49.5
-
83.8
54.3
New Zealand
87.8
50.5
-
85.1
53.9
Russia
74.8
63.2
-
64.9
53.4
China (Mainland)
86.5
53.4
-
78.4
53.3
Denmark
85.4
52.3
-
69.7
52.6
South Korea
67.7
54.4
-
64.4
56.7
Bahrain
52.3
54.2
-
48.5
61.3
Thailand
71.6
52
-
71.7
57.1
United Kingdom
87.5
49.7
-
78.2
52.3
United Arab Emirates
40.9
59.4
-
32
65.5
United States
78.1
56.6
-
81.1
50.6
South Korea
75.4
59.5
-
70.5
52.4
Philippines
64
64.4
-
63.1
51.5
South Korea
70.8
59.4
-
66.1
51.5
China (Mainland)
86.8
54.6
-
77.1
51.5
India
79.6
53.2
-
72.2
53.2
India
61.9
62.4
-
59.3
54.9
Australia
85.8
55.8
-
69.9
52.1
Finland
95.6
43.3
-
81.5
53.7
Sweden
96.9
45
-
86.8
52.4
Russia
60.8
70.4
-
60.4
49.4
Netherlands
48.4
54.2
-
42
63.7
Thailand
76
58.6
-
67
50.2
United Kingdom
85.8
54.8
-
76.9
51.2
United Kingdom
93.9
54.1
-
80.7
47.7
Russia
68.5
75.9
-
56.1
44.4
France
57
71.7
-
55.4
50.6
Sweden
86.8
55.8
-
70.2
51.8
United States
84.3
52.9
-
76.2
51
Denmark
85.1
57.1
-
73.2
48.4
United States
88.8
57.3
-
80.3
48.3
United States
91.4
55.5
-
79.7
47.6
Chile
63
67.1
-
61.3
51.4
Chile
76.5
56.5
-
74.7
53.3
United States
82.3
57.8
-
74.1
50.6
South Africa
70.8
63.8
-
62.8
49.9
Bangladesh
67.7
60.7
-
68.6
51
Sweden
83.1
50
-
67.4
54.7
Spain
92.7
50.4
-
83.5
50.2
United States
82.7
62.8
-
84.3
43.3
United States
85.4
52.4
-
74.9
52.6
United Kingdom
92.4
54.5
-
82.8
48.2
Ireland
80.1
57.8
-
72
52.2
United States
86.5
56.2
-
80.4
50.3
United States
81.9
58
-
76.7
50.6
Portugal
87.5
53.6
-
71
52.6
Italy
83.5
58.9
-
72.9
48.9
Poland
68.5
59.2
-
56.5
56.8
Philippines
58.3
67.2
-
52.3
53.5
United Kingdom
89.1
53.4
-
78.7
49.9
Canada
88.1
55.6
-
76.5
49.1
Netherlands
82.7
55.6
-
74.5
49.7
Poland
69.3
51.6
-
62.3
59.7
Germany
81.9
46.9
-
70.8
56.5
United States
78.6
62.2
-
72.8
44.2
Philippines
48.4
68.3
-
42
52.9
Romania
71.6
57.7
-
64.6
50.4
United States
80.1
49.9
-
77.8
51.7
United States
59.6
65.5
-
63.4
49.7
Pakistan
83.5
55.6
-
77.9
47.1
Italy
74.8
58.1
-
68.2
50
Canada
83.1
57.8
-
72.5
46.8
Austria
58.3
59.9
-
60.2
51.3
India
52.3
72.1
-
51
47.8
United Kingdom
82.3
49.5
-
73.4
50.8
Germany
77.6
49.3
-
79.1
49.8
Kuwait
63
50.5
-
58
56.9
Turkey
66
61.9
-
61.2
49.1
Kazakhstan
52.3
60.8
-
44.8
54.9
United States
74.8
56.5
-
70.5
48.4
Bangladesh
67.7
61.9
-
71.3
47.6
Norway
87.2
50.4
-
72.8
50.5
Russia
69.3
61.1
-
62.3
50.3
United Kingdom
81.4
48
-
73.1
54
Russia
64
62.2
-
51.3
51.6
Italy
77.1
54.1
-
76.2
50.2
China (Mainland)
84.3
67.7
-
78.3
38.4
Oman
78.6
54.8
-
70.7
49.1
Malaysia
82.7
56.1
-
77.1
46.4
India
82.7
58.5
-
78.1
46.3
Chile
66
62.6
-
63.9
49.3
Peru
65
51.3
-
58.3
56.6
Spain
89.4
50.4
-
77.1
49.8
Mexico
64
60.8
-
51.9
53.3
Brazil
85.4
48.5
-
74
52.6
Spain
77.6
62.8
-
72.8
45.9
Spain
87.5
54.6
-
73.6
46.1
Malaysia
77.6
55.1
-
51.1
54.8
Belgium
86.5
50
-
75.3
49.9
United Kingdom
86.1
52.3
-
76.5
48.3
United States
81.9
53.4
-
77.5
47.1
United Kingdom
82.3
54.6
-
75.8
46.9
United States
81
53
-
80.1
49.7
Slovenia
86.8
41.8
-
72.4
54.3
United States
83.5
53.1
-
75.3
49.5
United States
88.5
48.9
-
76.8
48.6
Finland
92.4
43.6
-
78.6
53
United Kingdom
83.9
59.5
-
70.2
46.7
Pakistan
74.2
60.9
-
73
45.9
France
71.6
52.5
-
65.1
54.8
Canada
88.5
54.8
-
69.6
49
United States
77.1
55.3
-
71.7
50.2
Lithuania
80.1
52.5
-
72.7
49.8
United Arab Emirates
75.4
58.1
-
70.9
46.9
United Arab Emirates
63
51.3
-
53.9
56
Greece
76.5
59.3
-
71.4
45.2
Indonesia
67.7
54.8
-
41.7
53.7
India
76
59.7
-
68
43.6
United States
82.7
52.8
-
74.4
45.2
Thailand
66.9
57
-
60.3
48.3
Indonesia
66.9
59.1
-
52.2
49.6
Ecuador
55.5
59.3
-
52.9
52.2
United States
85.4
51.4
-
77.2
45.7
United States
82.7
52.3
-
74
46.6
United States
81
51.2
-
70.6
47.1
Turkey
69.3
55.8
-
61.3
49.2
Finland
96.2
23.3
-
87.1
59.7
Costa Rica
-
65.3
-
-
70.4
Japan
46.2
63
-
38.6
55.2
China (Mainland)
74.2
73.1
-
70.5
35.6
Poland
72.2
43
-
64.3
55.2
Lebanon
37.7
63.2
-
33.6
57.1
Taiwan
74.8
55.1
-
69.6
48.1
Taiwan
72.2
54
-
66.8
48.9
Greece
69.3
59.7
-
65.7
46.6
United Kingdom
83.5
56.6
-
70.5
45.5
Norway
90.5
35
-
83
54.1
Pakistan
61.9
57.6
-
59.9
51
United Kingdom
78.1
60.3
-
71.9
44
Canada
83.9
57.3
-
71.7
42.4
South Africa
69.3
55.8
-
58.1
51.5
Finland
87.8
42.9
-
74.3
50.5
Israel
69.3
51.1
-
72.7
50.5
Austria
65
56.7
-
66.5
50
Israel
76.5
46.2
-
73.2
52.6
Chile
55.5
60.6
-
46.4
50.8
Colombia
63
56.5
-
57.9
49.6
Colombia
57
62.3
-
51.5
51.6
Brazil
72.9
53.9
-
65.2
47.8
Indonesia
68.5
57.8
-
56.6
49.8
Malaysia
78.6
52.1
-
73
46.8
United States
78.1
59.8
-
74.6
43.5
United Kingdom
66.9
59.1
-
68.3
45.8
Cyprus
68.5
53.3
-
73.8
47.6
United Kingdom
85.4
53.5
-
72.5
47
United Kingdom
85.4
50.2
-
78.2
46.3
United Kingdom
77.6
53.3
-
65.5
46.9
United States
78.6
55.5
-
73.3
45.2
United Arab Emirates
76
58.9
-
68.1
43.8
United Kingdom
84.3
51
-
74.7
45.3
United States
80.1
50.4
-
78.2
47.4
Canada
78.6
53.8
-
74.7
44.7
Austria
83.5
41.3
-
75.6
50.9
France
66
45
-
69.2
55
Australia
84.3
50.8
-
71
46.2
Kazakhstan
58.3
60.6
-
51.2
48
United States
90.8
50.4
-
79.8
42.6
Romania
72.9
55.7
-
46.6
49
Hungary
65
58.4
-
64.8
44.8
United States
85.8
60.6
-
70.5
39.8
United States
81
47.7
-
75.1
46.1
United States
79.1
47.7
-
76.3
46
United States
81
49.1
-
72.9
46.6
Australia
84.3
46.4
-
73.5
47.2
France
69.3
74
-
80.2
32.7
Indonesia
57
59.4
-
45.6
50.4
Portugal
91.1
39.7
-
75.4
50
Russia
61.9
62.8
-
70.5
42
United States
87.8
52.5
-
75.4
42.7
Austria
82.7
41.3
-
74.5
49.1
Thailand
70.1
55.9
-
64.4
44.9
Lithuania
67.7
54.7
-
61.2
47.4
Russia
82.3
58.5
-
55.6
42.1
Hong Kong SAR
79.1
47.7
-
77.8
46.9
United States
85.4
51.5
-
78.4
42.3
China (Mainland)
82.3
39.5
-
76.1
49.9
United States
87.5
44.7
-
79.6
46.5
Poland
64
43.3
-
55.7
56.7
Netherlands
88.1
50.4
-
76.5
42.1
Estonia
75.4
48.7
-
67.4
48.5
Ukraine
57
64.3
-
47
45.9
Germany
82.3
44.8
-
100
42.6
Israel
70.8
46.4
-
70.4
49.7
South Korea
72.2
47.7
-
72.8
47.1
Colombia
58.3
50.4
-
52.8
52.8
Mexico
59.6
56.8
-
53.8
49.3
Brazil
70.1
55
-
59.7
46.8
Brazil
81.9
49.5
-
67
47.3
Malaysia
79.1
53.3
-
69.1
43.5
United Kingdom
90.8
50.6
-
81.7
41
China (Mainland)
82.7
38.9
-
75.9
49.7
Finland
85.1
42
-
72
48.5
United States
74.2
51.2
-
72.7
45.1
United States
83.5
52.2
-
75.4
41.8
Italy
82.3
57
-
69.6
40.2
United Kingdom
90
51.5
-
89
38.3
United Kingdom
89.4
48.4
-
73.7
44.8
Spain
81
52.3
-
77.2
42.5
United States
78.6
44.4
-
99.7
42.8
Italy
85.4
48.7
-
73.3
44.2
France
86.8
47.5
-
74.2
44.5
Vietnam
70.1
53.4
-
65
48.1
Lithuania
65
56.3
-
56.5
48
Belgium
81
50
-
73.2
44.4
Canada
80.1
57.8
-
71.9
41.5
Egypt
65
62.3
-
64.5
40.7
India
76.5
55.7
-
55.7
44.4
Canada
84.3
48.8
-
72.9
43.7
Germany
87.2
47.6
-
74.9
43.2
South Korea
70.1
50.4
-
71.6
45.8
Pakistan
76
49.4
-
77.2
43.9
Poland
61.9
54.7
-
51.7
48.5
India
55.5
56.9
-
53.7
48.7
Japan
60.8
60.4
-
60.9
44.1
Malaysia
29.2
65.8
-
23.3
53.8
India
63
54.3
-
63
46.7
Chile
52.3
60.6
-
45.6
48.1
Latvia
59.6
59.3
-
51.9
45.9
Japan
55.5
62.7
-
48.6
45.9
United Kingdom
76
51.3
-
74.7
43
Ireland
66.9
54.2
-
67.7
45.1
United States
85.1
50.6
-
72.6
42.6
Mexico
57
55.6
-
46.4
50.3
Spain
87.5
43.2
-
78.6
45.1
Colombia
58.3
50.5
-
55.8
51
Brazil
78.1
51.6
-
74.2
42.3
Indonesia
59.6
56.6
-
38.1
50.6
Switzerland
76
57.1
-
71.7
40.2
Portugal
85.1
48.3
-
71.7
43.8
Germany
79.6
47.2
-
69.5
45.8
Iran
87.8
45.8
-
74.6
44.3
South Africa
74.8
57.8
-
60.9
42.6
Croatia
80.5
47.1
-
65.8
46.4
Poland
67.7
59
-
65.9
42.2