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Top 10% Institutions and Economists in the Field of Big Data, as of October 2022

What this page is about

This page is part of a larger set of rankings for research items, serials, authors and institutions made available on this site. A FAQ is available.

  • Only authors registered with the RePEc Author Service are considered.
  • Only works listed on RePEc and claimed as theirs by registered authors are counted.
  • A series of rankings by different criteria are aggregated. The average rank score is determined by taking a harmonic mean of the ranks in each criterion. For a list of criteria, see the general ranking page.
  • Authors with multiple affiliations are attributed to each institution according to the weights ("shares") they have set to each in their profile, or by default according to a formula described here.
  • Authors affiliated with subentities of institutions listed in EDIRC are also counted in the latter.
  • Only institutions listed in EDIRC are counted.
  • Subentities of ranked institutions do not increment the rank count and have their rank listed in parentheses.
  • The scores of institutions in each field are determined by a weighted sum of all scores of authors affiliated with the respective institutions, where the authors have provided weights ("shares") if they have multiple affiliations. The weights are determined, for each author, by the proportion of all working papers announced in NEP that have also been announced in this NEP report.
  • To be classified, an author needs to have five or more working papers announced in the NEP report for this field. For authors whose first paper is less that 10 years old, having 25% of the papers in the NEP report is sufficient.
  • There are no such restrictions for institutions, it is thus possible that more institutions than authors are classified.
  • Please note that rankings can depend on the number of registered authors in the respective institutions. Register at the RePEc Author Service to be counted.
  • There are 8653 institutions with 65462 registered authors evaluated for all the rankings.

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The rankings

Top 10% institutions in the field of Big Data

For Big Data, these are 402 authors affiliated with 1279 institutions.
All authors classified in this field.

RankInstitutionScoreAuthorsAuthor shares
1Economics Department, Massachusetts Institute of Technology (MIT)

Cambridge, Massachusetts (USA)

1.37641.04
2Booth School of Business, University of Chicago

Chicago, Illinois (USA)

2.82621.44
3African Governance and Development Institute (AGDI)

Yaoundé, Cameroun

4.2770.93
4Department of Economics, University of California-Berkeley

Berkeley, California (USA)

4.98630.71
5Graduate School of Business, Stanford University

Stanford, California (USA)

6.79430.38
6Department of Economics, School of Arts and Sciences, Columbia University

New York City, New York (USA)

6.84540.71
7Rotman School of Management, University of Toronto

Toronto, Canada

7.22521.77
8London School of Economics (LSE)

London, United Kingdom

10.043282.16
9National Bureau of Economic Research (NBER)

Cambridge, Massachusetts (USA)

11.094600.5
10European Central Bank

Frankfurt am Main, Germany

12.012512.53
11Department of Economics, Harvard University

Cambridge, Massachusetts (USA)

13.55731.63
12Bank for International Settlements (BIS)

Basel, Switzerland

13.73932.41
13Federal Reserve Board (Board of Governors of the Federal Reserve System)

Washington, District of Columbia (USA)

14.452122.51
14Graduate School of Business, Columbia University

New York City, New York (USA)

15.78510.55
15Department of Economics, Stanford University

Stanford, California (USA)

17.88670.44
16Joint Research Centre, European Commission

Sevilla, Spain

20.43148.57
17Banca d'Italia

Roma, Italy

20.732826.95
18International Monetary Fund (IMF)

Washington, District of Columbia (USA)

20.944883.31
19World Bank Group

Washington, District of Columbia (USA)

21.756003.11
20School of Economics and Political Science, Universität St. Gallen

Sankt Gallen, Switzerland

22.13660.47
21Dipartimenti e Istituti di Scienze Economiche, Università Cattolica del Sacro Cuore

Milano/Piacenza, Italy

23.31012.32
22Bank of England

London, United Kingdom

23.952065.56
---Finance and Economics Department, Graduate School of Business, Columbia University

New York City, New York (USA)

24.78260.1
23Department of Economics, Boston University

Boston, Massachusetts (USA)

25.56700.48
24Department of Economics, Oxford University

Oxford, United Kingdom

27.381790.74
25Business School, Dublin City University

Dublin, Ireland

28.21150.8
---Dipartimento di Politica Economica, Dipartimenti e Istituti di Scienze Economiche, Università Cattolica del Sacro Cuore

Milano, Italy

29.42351.96
26Monash Business School, Monash University

Melbourne, Australia

31.291902.33
27Department of Economics, Princeton University

Princeton, New Jersey (USA)

32.96520.18
28College of Economics and Management, Nanjing University of Aeroneautics and Astronautics

Nanjing, China

36.541
29Department of Economics, University of Pennsylvania

Philadelphia, Pennsylvania (USA)

36.54471.07
30Business School, Imperial College

London, United Kingdom

39.92440.35
31Università Commerciale Luigi Bocconi

Milano, Italy

40.111650.59
32Waikato Management School, University of Waikato

Hamilton, New Zealand

40.64431.12
33London Business School (LBS)

London, United Kingdom

41.62330.48
34Department of Commerce, Government of the United States

Washington, District of Columbia (USA)

42.24842.42
35Institute of Labor Economics (IZA)

Bonn, Germany

43.099530.79
---Department of Economics, Waikato Management School, University of Waikato

Hamilton, New Zealand

46.19340.84
---Department of Economics, London Business School (LBS)

London, United Kingdom

49.26150.11
36Federal Reserve Bank of New York

New York City, New York (USA)

49.92881.58
37New Economic School (NES)

Moscow, Russia

50.47421.05
38Handelshøgskolen, Universitetet i Stavanger

Stavanger, Norway

50.6210.72
39Organisation de Coopération et de Développement Économiques (OCDE)

Paris, France

52.122472.17
40Department of Economics, University of California-Riverside

Riverside, California (USA)

52.21270.3
---Census Bureau, Department of Commerce, Government of the United States

Washington, District of Columbia (USA)

53.2651.02
41Centro di Ricerca sull'Economia delle Istituzioni (CREI), Università degli Studi Roma Tre

Roma, Italy

53.5481
42UNSW Business School, UNSW Sydney

Sydney, Australia

55810.38
---Research and Statistics Group, Federal Reserve Bank of New York

New York City, New York (USA)

56.26640.58
43Kennedy School of Government, Harvard University

Cambridge, Massachusetts (USA)

56.3820.07
44Barcelona School of Economics (BSE)

Barcelona, Spain

57.251650.93
45Paris School of Economics

Paris, France

58.862070.7
46Liverpool Business School, Liverpool John Moores University

Liverpool, United Kingdom

59.211
47Faculty of Economics, University of Cambridge

Cambridge, United Kingdom

61.93650.33
48Sloan School of Management, Massachusetts Institute of Technology (MIT)

Cambridge, Massachusetts (USA)

63.09500.29
49Department of Economics, University of Toronto

Toronto, Canada

63.79740.82
---Economics Department, London School of Economics (LSE)

London, United Kingdom

64510.25
50BI Handelshøyskolen

Oslo, Norway

64.07571.94
51Dipartimento di Diritto, Economia e Culture, Università degli Studi dell'Insubria

Como, Italy

64.3530.5
52Adam Smith Business School, University of Glasgow

Glasgow, United Kingdom

64.67711.78
53Centre de Recherche en Économie et Statistique (CREST)

Palaiseau, France

65.09960.74
---Department of Economics, Monash Business School, Monash University

Melbourne, Australia

65.34770.94
54Sciences économiques, Sciences Po

Paris, France

66.081080.27
55School of Economics, University of Surrey

Guildford, United Kingdom

67.28430.14
56Central University of Finance and Economics (CUFE)

Beijing, China

69.24821
57Katedra Badań Operacyjnych i Inteligencji Biznesowej, Politechnika Wrocławska

Wrocław, Poland

70.15210.91
58Fachbereich Wirtschaftswissenschaft, Goethe Universität Frankfurt am Main

Frankfurt am Main, Germany

71.28680.95
---Department of Geography and Environment, London School of Economics (LSE)

London, United Kingdom

71.35310.56
59Department of Economics, Cornell University

Ithaca, New York (USA)

76.77450.09
---Department of Economics, Sciences économiques, Sciences Po

Paris, France

78.04440.17
60Walter A. Haas School of Business, University of California-Berkeley

Berkeley, California (USA)

78.59490.21
61Dipartimento di Scienze Economiche, Alma Mater Studiorum - Università di Bologna

Bologna, Italy

78.681220.4
62Department of Economics, University of Virginia

Charlottesville, Virginia (USA)

79.54370.18
---Business Economics, Rotman School of Management, University of Toronto

Toronto, Canada

80.35100.09
63Groupe ESC Toulouse

Toulouse, France

80.62161
64Faculty of Business and Economics, University of Hong Kong

Pokfulam, Hong Kong

82.3270.13
---School of Economics, UNSW Business School, UNSW Sydney

Sydney, Australia

82.57500.08
65Economics Department, Yale University

New Haven, Connecticut (USA)

82.63600.23
66Wirtschaftswissenschaftliche Fakutät, Universität Zürich

Zürich, Switzerland

83.041641.33
67Department of Economics, University of Washington

Seattle, Washington (USA)

84.54210.09
68Toulouse School of Economics (TSE)

Toulouse, France

84.851571.12
69Faculté des Hautes Études Commerciales (HEC), Université de Lausanne

Lausanne, Switzerland

85.07500.53
70Department of Economics, University of Maryland

College Park, Maryland (USA)

86.2460.16
71Harris School of Public Policy, University of Chicago

Chicago, Illinois (USA)

86.87341.78
72Department of Economics, Northwestern University

Evanston, Illinois (USA)

88.87440.12
73Leibniz-Zentrum für Europäische Wirtschaftsforschung (ZEW)

Mannheim, Germany

90.641602.62
74Centre for Economic Policy Research (CEPR)

London, United Kingdom

92.573590.14
75Department of Economics, Emory University

Atlanta, Georgia (USA)

96.18310.18
76Department of Economics, University of Warwick

Coventry, United Kingdom

97.54882.77
---Economics Research, World Bank Group

Washington, District of Columbia (USA)

97.931540.38
77Economics Department, University of Michigan

Ann Arbor, Michigan (USA)

98.55620.55
78Bank of Canada

Ottawa, Canada

99.651775.03
79Department of Economics, University of California-Irvine

Irvine, California (USA)

100.28471.53
80Stern School of Business, New York University (NYU)

New York City, New York (USA)

102.44520.38
---Bendheim Center for Finance, Department of Economics, Princeton University

Princeton, New Jersey (USA)

104.0660.09
81Faculteit Economie en Bedrijfskunde, Universiteit van Amsterdam

Amsterdam, Netherlands

105.631010.58
82Business School, University of Exeter

Exeter, United Kingdom

106.25490.53
83H. John Heinz III School of Public Policy and Management, Carnegie Mellon University

Pittsburgh, Pennsylvania (USA)

109.21200.58
---Finance Group, Faculteit Economie en Bedrijfskunde, Universiteit van Amsterdam

Amsterdam, Netherlands

109.96120.08
84Louvain Institute of Data Analysis and Modelling in Economics and Statistics (LIDAM), Université Catholique de Louvain

Louvain-la-Neuve, Belgium

110.131321.45
85Institut for Økonomi, Aarhus Universitet

Aarhus, Denmark

110.21171.26
---Department of Economics, Adam Smith Business School, University of Glasgow

Glasgow, United Kingdom

112.26531.15
---Department of Economics, Business School, University of Exeter

Exeter, United Kingdom

113.42370.43
---Centre for Economic Performance (CEP), London School of Economics (LSE)

London, United Kingdom

115.46860.36
---Finance Department, London School of Economics (LSE)

London, United Kingdom

115.48120.14
86Economics Department, Pomona College

Claremont, California (USA)

116.51110.4
87Fakultät für Wirtschaftswissenschaften, Rheinisch-Westfälische Technische Hochschule Aachen

Aachen, Germany

118.22170.19
---Center for Economic Studies, Census Bureau, Department of Commerce, Government of the United States

Washington, District of Columbia (USA)

119.81460.66
---Department of Management, London School of Economics (LSE)

London, United Kingdom

120.9120.17
88Institute of Economics, Tsinghua University

Beijing, China

12140.5
89Stanford Institute for Economic Policy Research (SIEPR), Stanford University

Stanford, California (USA)

122.83220.06
90School of Management, Yale University

New Haven, Connecticut (USA)

122.84320.18
91Facoltà di Economia, Università degli Studi di Roma "Tor Vergata"

Roma, Italy

123.711081.65
92Banque de France

Paris, France

125.691890.95
93Federal Reserve Bank of Chicago

Chicago, Illinois (USA)

127.08600.1
94Solvay Brussels School of Economics and Management, Université Libre de Bruxelles

Bruxelles, Belgium

128.021710.51
95Facultad de Economía, Universidad del Rosario

Santa Fe de Bogotá, Colombia

128.32500.82
96Department of Economics, University of Birmingham

Birmingham, United Kingdom

130.56521.14
97Department of Economics, University of Chicago

Chicago, Illinois (USA)

131.52790.08
---Laboratoire d'Économie d'Orléans (LEO), Faculté de droit, d'économie et de gestion, Université d'Orléans

Orléans, France

131.8500.14
98Faculté de droit, d'économie et de gestion, Université d'Orléans

Orléans, France

131.8540.14
99Vancouver School of Economics, University of British Columbia

Vancouver, Canada

134.65590.32
100Faculté des sciences économiques et sociales - Wirtschafts- und Sozialwissenschaftliche Fakultät, Université de Fribourg - Universität Freiburg

Fribourg/Freiburg, Switzerland

135.78260.2
---Departement d'Économie Politique, Faculté des sciences économiques et sociales - Wirtschafts- und Sozialwissenschaftliche Fakultät, Université de Fribourg - Universität Freiburg

Fribourg/Freiburg, Switzerland

135.78110.2
---Directorate for Science, Technology and Industry (DSTI), Organisation de Coopération et de Développement Économiques (OCDE)

Paris, France

136.3210.81
---Institut d'Anàlisi Econòmica CSIC (IAE-CSIC), Barcelona School of Economics (BSE)

Barcelona, Spain

136.46220.33
101Department of Economics, University College London (UCL)

London, United Kingdom

136.74670.64
102Wydział Nauk Ekonomicznych, Uniwersytet Warszawski

Warszawa, Poland

138.471523.78
103Faculteit Economie en Bedrijfskunde, Universiteit Gent

Gent, Belgium

139.041060.27
104School of Economics, University of Nottingham

Nottingham, United Kingdom

139.781210.9
105Business School, Hunan University

Changsha, China

140.630.16
106Economics Department, Brown University

Providence, Rhode Island (USA)

141.1630.09
107Department of Economics, Southern Methodist University

Dallas, Texas (USA)

143.14280.14
108European Xtramile Centre of African Studies (EXCAS)

Liège, Belgium

145.4220.05
109Economics Department, Queen's University

Kingston, Canada

145.58500.23
110Laboratory of Economics and Management (LEM), Scuola Superiore Sant'Anna

Pisa, Italy

148.88390.56
111Department Volkswirtschaftlehre, Universität Bern

Bern, Switzerland

151.31390.72
112Centro Studi di Economia e Finanza (CSEF)

Napoli, Italy

151.73601
---Innocenzo Gasparini Institute for Economic Research (IGIER), Università Commerciale Luigi Bocconi

Milano, Italy

152.02480.1
---Institut für Volkswirtschaftslehre, Wirtschaftswissenschaftliche Fakutät, Universität Zürich

Zürich, Switzerland

152.52910.2
113Banco de España

Madrid, Spain

154.351171.09
114Edinburgh Business School, Heriot-Watt University

Edinburgh, United Kingdom

155.2170.06
115Department of Economics, University of California-San Diego (UCSD)

La Jolla, California (USA)

155.26520.26
---Applied Economics Workshop, Booth School of Business, University of Chicago

Chicago, Illinois (USA)

155.5530.02
116Department of Statistics, University of Warwick

Coventry, United Kingdom

157.9850.08
---Dipartimento di Economia e Finanza, Facoltà di Economia, Università degli Studi di Roma "Tor Vergata"

Roma, Italy

159.56611.32
117Research Institute of Economy, Trade and Industry (RIETI)

Tokyo, Japan

160.07490.26
118School of Economics and Management, Universiteit van Tilburg

Tilburg, Netherlands

1611430.38
---Finance Department, Stern School of Business, New York University (NYU)

New York City, New York (USA)

161.63160.22
119EconomiX, Université Paris-Nanterre (Paris X)

Nanterre, France

161.791220.26
120Department of Economics and Related Studies, University of York

York, United Kingdom

162.16860.14
---CentER Graduate School for Economics and Business, School of Economics and Management, Universiteit van Tilburg

Tilburg, Netherlands

162.671010.38
---International Centre for Innovation, Technology and Education Studies (iCite), Solvay Brussels School of Economics and Management, Université Libre de Bruxelles

Bruxelles, Belgium

164.89150.47
121Management School, Lancaster University

Lancaster, United Kingdom

167.45660.47
122Deutsche Bundesbank

Frankfurt, Germany

168.761691.49
123Swiss Finance Institute

Genève/Zürich, Switzerland

169.31290.26
124J. Mack Robinson College of Business, Georgia State University

Atlanta, Georgia (USA)

171.3760.2
125Department of Economics, University of Massachusetts-Amherst

Amherst, Massachusetts (USA)

172.48280.08
126Federal Reserve Bank of Cleveland

Cleveland, Ohio (USA)

173.04740.66
---Economic Research, Federal Reserve Bank of Cleveland

Cleveland, Ohio (USA)

173.04500.66
127Fisher College of Business, Ohio State University

Columbus, Ohio (USA)

173.39100.02

The rankings

Top 10% authors in the field of Big Data

For Big Data, these are 402 authors affiliated with 1279 institutions.
All authors classified in this field.

RankAuthorScore
1Whitney Newey

Economics Department, Massachusetts Institute of Technology (MIT), Cambridge, Massachusetts (USA)

1.63
2Victor Chernozhukov

Economics Department, Massachusetts Institute of Technology (MIT), Cambridge, Massachusetts (USA)

3.44
3Sendhil Mullainathan

Booth School of Business, University of Chicago, Chicago, Illinois (USA)

3.69
4Shaen Corbet

Business School, Dublin City University, Dublin, Ireland

3.76
5Susan Carleton Athey

Graduate School of Business, Stanford University, Stanford, California (USA)

6.61
6Avi Goldfarb

Rotman School of Management, University of Toronto, Toronto, Canada

7.15
7Michael Lechner

School of Economics and Political Science, Universität St. Gallen, Sankt Gallen, Switzerland

7.26
8Joshua Gans

Rotman School of Management, University of Toronto, Toronto, Canada

10.8
9Erik Brynjolfsson

National Bureau of Economic Research (NBER), Cambridge, Massachusetts (USA)
Stanford Institute for Economic Policy Research (SIEPR), Stanford University, Stanford, California (USA)

11.14
10Dacheng Xiu

Booth School of Business, University of Chicago, Chicago, Illinois (USA)

11.54
11Fuwei Jiang

Central University of Finance and Economics (CUFE), Beijing, China

14.53
12Ajay K. Agrawal

Rotman School of Management, University of Toronto, Toronto, Canada

15.13
13Luc Laeven

European Central Bank, Frankfurt am Main, Germany

18.15
14Leonardo Gambacorta

Bank for International Settlements (BIS), Basel, Switzerland

21.26
15Anton Korinek

Department of Economics, University of Virginia, Charlottesville, Virginia (USA)

21.32
16Marco Vivarelli

Dipartimento di Politica Economica, Dipartimenti e Istituti di Scienze Economiche, Università Cattolica del Sacro Cuore, Milano, Italy

22.96
17Aman Ullah

Department of Economics, University of California-Riverside, Riverside, California (USA)

23.94
18Christopher Rauh

Faculty of Economics, University of Cambridge, Cambridge, United Kingdom

24.85
19David Neumark

Department of Economics, University of California-Irvine, Irvine, California (USA)

25.3
20Wim Naude

Fakultät für Wirtschaftswissenschaften, Rheinisch-Westfälische Technische Hochschule Aachen, Aachen, Germany

26.68
21Domenico Giannone

Department of Economics, University of Washington, Seattle, Washington (USA)

26.69
22Guy Michaels

Economics Department, London School of Economics (LSE), London, United Kingdom
Centre for Economic Performance (CEP), London School of Economics (LSE), London, United Kingdom

27.08
23Stephen Eliot Hansen

Business School, Imperial College, London, United Kingdom

28.23
24Noam Yuchtman

Department of Management, London School of Economics (LSE), London, United Kingdom

29.24
25Hannes Felix Mueller

Institut d'Anàlisi Econòmica CSIC (IAE-CSIC), Barcelona School of Economics (BSE), Barcelona, Spain

29.59
26Christophe Hurlin

Laboratoire d'Économie d'Orléans (LEO), Faculté de droit, d'économie et de gestion, Université d'Orléans, Orléans, France

30.52
27John Gibson

Department of Economics, Waikato Management School, University of Waikato, Hamilton, New Zealand

31.39
28Rafal Weron

Katedra Badań Operacyjnych i Inteligencji Biznesowej, Politechnika Wrocławska, Wrocław, Poland

31.44
29Paul Anton Raschky

Department of Economics, Monash Business School, Monash University, Melbourne, Australia

32.71
30David Y. Yang

Department of Economics, Harvard University, Cambridge, Massachusetts (USA)

33.81
31Stelios Michalopoulos

Economics Department, Brown University, Providence, Rhode Island (USA)

34.16
32Martin Huber

Departement d'Économie Politique, Faculté des sciences économiques et sociales - Wirtschafts- und Sozialwissenschaftliche Fakultät, Université de Fribourg - Universität Freiburg, Fribourg/Freiburg, Switzerland

35.53
33Achim Ahrens

35.73
34Jesus Fernandez-Villaverde

Department of Economics, University of Pennsylvania, Philadelphia, Pennsylvania (USA)

37.29
35Fabio Montobbio

Dipartimento di Politica Economica, Dipartimenti e Istituti di Scienze Economiche, Università Cattolica del Sacro Cuore, Milano, Italy

38.28
36Yiping Huang

China Center for Economic Research (CCER), Peking University, Beijing, China
Institute of Digital Finance, Peking University, Beijing, China

41.3
37Klaus Desmet

Department of Economics, Southern Methodist University, Dallas, Texas (USA)

42.26
38Michele Lenza

European Central Bank, Frankfurt am Main, Germany

42.79
39Tae Hwy Lee

Department of Economics, University of California-Riverside, Riverside, California (USA)

44.67
40Andrew Michael Jones

Department of Economics and Related Studies, University of York, York, United Kingdom

45.39

The data presented here is experimental. It is based on a limited sample of the research output in Economics and Finance. Only material catalogued in RePEc is considered. For any citation based criterion, only works that could be parsed by the CitEc project are considered. For any ranking of people, only those registered with the RePEc Author Service can be taken into account. And for rankings of institutions, only those listed in EDIRC and claimed as affiliation by the respective, registered authors can be measured. Thus, this list is by no means based on a complete sample. You can help making this more comprehensive by encouraging more publications to be listed (instructions) and more authors to register (form). For more details on the various rankings that are available as well for documentation, follow this link.

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