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Top 10% Institutions and Economists in the Field of Big Data, as of September 2021

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 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 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 8434 institutions with 63005 registered authors evaluated for all the rankings.

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Same ranking by authors, institutions, countries and regions, and more rankings for , including the individual criteria used here.

The rankings

Top 10% institutions in the field of Big Data

For Big Data, these are 320 authors affiliated with 1104 institutions.
All authors classified in this field.

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

Cambridge, Massachusetts (USA)

1.35610.82
2Booth School of Business, University of Chicago

Chicago, Illinois (USA)

2.98601.41
3African Governance and Development Institute (AGDI)

Yaoundé, Cameroun

4.5170.93
4Department of Economics, University of California-Berkeley

Berkeley, California (USA)

4.54570.86
5Department of Economics, School of Arts and Sciences, Columbia University

New York City, New York (USA)

5.95540.54
6Graduate School of Business, Stanford University

Stanford, California (USA)

6.7410.33
7European Central Bank

Frankfurt am Main, Germany

9.882421.95
8Rotman School of Management, University of Toronto

Toronto, Canada

9.98491.52
9London School of Economics (LSE)

London, United Kingdom

10.423141.74
10National Bureau of Economic Research (NBER)

Cambridge, Massachusetts (USA)

10.714560.48
11Department of Economics, Stanford University

Stanford, California (USA)

13.75620.34
12Department of Economics, Oxford University

Oxford, United Kingdom

15.761780.88
13School of Economics and Political Science, Universität St. Gallen

Sankt Gallen, Switzerland

15.91641.17
14Graduate School of Business, Columbia University

New York City, New York (USA)

16.71490.59
15Federal Reserve Board (Board of Governors of the Federal Reserve System)

Washington, District of Columbia (USA)

17.042011.88
16Department of Economics, Harvard University

Cambridge, Massachusetts (USA)

17.22741.31
17Bank of England

London, United Kingdom

18.642054.26
18Banca d'Italia

Roma, Italy

20.352675.61
19Joint Research Centre, European Commission

Sevilla, Spain

23.982345.89
20Bank for International Settlements (BIS)

Basel, Switzerland

25.44841.11
21Department of Economics, Boston University

Boston, Massachusetts (USA)

26.03650.48
22World Bank Group

Washington, District of Columbia (USA)

29.035652.17
23Handelshøgskolen, Universitetet i Stavanger

Stavanger, Norway

29.64201.01
24Dipartimenti e Istituti di Scienze Economiche, Università Cattolica del Sacro Cuore

Milano/Piacenza, Italy

30.81991.42
---Finance and Economics Department, Graduate School of Business, Columbia University

New York City, New York (USA)

31.44270.08
25College of Economics and Management, Nanjing University of Aeroneautics and Astronautics

Nanjing, China

32.0441
26Business School, Dublin City University

Dublin, Ireland

32.66140.8
27Monash Business School, Monash University

Melbourne, Australia

36.331621.34
28London Business School (LBS)

London, United Kingdom

36.64330.51
29Business School, Imperial College

London, United Kingdom

37460.34
30Department of Economics, University of Pennsylvania

Philadelphia, Pennsylvania (USA)

38.12460.06
31Department of Economics, University of California-Riverside

Riverside, California (USA)

38.17270.28
32UNSW Business School, UNSW Sydney

Sydney, Australia

38.56790.43
33Università Commerciale Luigi Bocconi

Milano, Italy

39.31670.32
34Institute of Labor Economics (IZA)

Bonn, Germany

40.149490.7
35Department of Economics, Northwestern University

Evanston, Illinois (USA)

40.6400.2
---Dipartimento di Politica Economica, Dipartimenti e Istituti di Scienze Economiche, Università Cattolica del Sacro Cuore

Milano, Italy

42.5301.06
36Waikato Management School, University of Waikato

Hamilton, New Zealand

44.15401.12
---Department of Economics, London Business School (LBS)

London, United Kingdom

45.22150.11
37Centro di Ricerca sull'Economia delle Istituzioni (CREI), Università degli Studi Roma Tre

Roma, Italy

46.5981
38Barcelona School of Economics (BSE)

Barcelona, Spain

46.711661.05
---Economics Department, London School of Economics (LSE)

London, United Kingdom

47.68520.25
39New Economic School (NES)

Moscow, Russia

48.35441.05
40Dipartimento di Diritto, Economia e Culture, Università degli Studi dell'Insubria

Como, Italy

50.730.5
41Centre de Recherche en Économie et Statistique (CREST)

Palaiseau, France

51.06950.77
42Stern School of Business, New York University (NYU)

New York City, New York (USA)

51.56540.76
---Department of Economics, Waikato Management School, University of Waikato

Hamilton, New Zealand

51.98310.85
43International Monetary Fund (IMF)

Washington, District of Columbia (USA)

52.794681.62
44Department of Economics, Cornell University

Ithaca, New York (USA)

53.9430.09
45Department of Economics, Princeton University

Princeton, New Jersey (USA)

54.54540.16
---School of Economics, UNSW Business School, UNSW Sydney

Sydney, Australia

55.7490.08
---Department of Geography and Environment, London School of Economics (LSE)

London, United Kingdom

59.69300.57
46Faculty of Economics, University of Cambridge

Cambridge, United Kingdom

60.31650.34
---Research and Statistics Group, Federal Reserve Bank of New York

New York City, New York (USA)

60.64650.44
47Federal Reserve Bank of New York

New York City, New York (USA)

60.64880.44
48Faculty of Business and Economics, University of Hong Kong

Pokfulam, Hong Kong

60.69250.13
49Liverpool Business School, Liverpool John Moores University

Liverpool, United Kingdom

60.8911
50Federal Reserve Bank of Chicago

Chicago, Illinois (USA)

61.6570.32
51Central University of Finance and Economics (CUFE)

Beijing, China

64.57801
52Department of Economics, University of Maryland

College Park, Maryland (USA)

65.86460.16
53Organisation de Coopération et de Développement Économiques (OCDE)

Paris, France

67.592411.32
54Institut for Økonomi, Aarhus Universitet

Aarhus, Denmark

67.71191.43
55Dipartimento di Scienze Economiche, Alma Mater Studiorum - Università di Bologna

Bologna, Italy

67.851120.57
56Centre for Economic Policy Research (CEPR)

London, United Kingdom

67.973410.1
57Department of Commerce, Government of the United States

Washington, District of Columbia (USA)

71.29821.99
58Kennedy School of Government, Harvard University

Cambridge, Massachusetts (USA)

71.3820.07
59Fachbereich Wirtschaftswissenschaft, Goethe Universität Frankfurt am Main

Frankfurt am Main, Germany

71.54670.95
60Walter A. Haas School of Business, University of California-Berkeley

Berkeley, California (USA)

71.74480.15
61Paris School of Economics

Paris, France

74.182120.68
62Harris School of Public Policy, University of Chicago

Chicago, Illinois (USA)

74.21311.19
---Department of Economics, Cork University Business School, University College Cork

Cork, Ireland

74.28150.55
63Cork University Business School, University College Cork

Cork, Ireland

74.28230.55
64Faculté des Hautes Études Commerciales (HEC), Université de Lausanne

Lausanne, Switzerland

75.82520.73
65Katedra Badań Operacyjnych i Inteligencji Biznesowej, Politechnika Wrocławska

Wrocław, Poland

76.1210.89
66Department of Economics, Emory University

Atlanta, Georgia (USA)

78.17300.17
---Department of Economics, Monash Business School, Monash University

Melbourne, Australia

78.86740.59
---Census Bureau, Department of Commerce, Government of the United States

Washington, District of Columbia (USA)

79.44640.99
---Finance Department, Stern School of Business, New York University (NYU)

New York City, New York (USA)

81.13160.56
67Groupe ESC Toulouse

Toulouse, France

81.92171
68Faculteit Economie en Bedrijfskunde, Universiteit van Amsterdam

Amsterdam, Netherlands

82.38920.08
---Finance Group, Faculteit Economie en Bedrijfskunde, Universiteit van Amsterdam

Amsterdam, Netherlands

82.38120.08
69Adam Smith Business School, University of Glasgow

Glasgow, United Kingdom

83.15691.27
70Federal Reserve Bank of San Francisco

San Francisco, California (USA)

84.97390.13
71Economics Department, Pomona College

Claremont, California (USA)

87.44110.4
---Department of Economics, Adam Smith Business School, University of Glasgow

Glasgow, United Kingdom

87.94531.17
72Leibniz-Zentrum für Europäische Wirtschaftsforschung (ZEW)

Mannheim, Germany

88.921662.29
73Facultad de Economía, Universidad del Rosario

Santa Fe de Bogotá, Colombia

89.74510.84
74Department of Economics, University of Washington

Seattle, Washington (USA)

90.4200.05
75Department of Economics, University of Warwick

Coventry, United Kingdom

91.09892.64
76Economics Department, Brown University

Providence, Rhode Island (USA)

91.25620.12
---Economic Research, Federal Reserve Bank of San Francisco

San Francisco, California (USA)

93.27330.12
77Department of Economics, University of California-Irvine

Irvine, California (USA)

98.9471.52
78Louvain Institute of Data Analysis and Modelling in Economics and Statistics (LIDAM), Université Catholique de Louvain

Louvain-la-Neuve, Belgium

101.891351.46
79Toulouse School of Economics (TSE)

Toulouse, France

102.821570.9
80Sloan School of Management, Massachusetts Institute of Technology (MIT)

Cambridge, Massachusetts (USA)

102.99480.25
81Solvay Brussels School of Economics and Management, Université Libre de Bruxelles

Bruxelles, Belgium

1061650.49
---Centre for Economic Performance (CEP), London School of Economics (LSE)

London, United Kingdom

106.81830.17
82Stanford Institute for Economic Policy Research (SIEPR), Stanford University

Stanford, California (USA)

107.14210.06
---Bendheim Center for Finance, Department of Economics, Princeton University

Princeton, New Jersey (USA)

108.1460.07
83Department of Economics, University of Virginia

Charlottesville, Virginia (USA)

108.73390.17
84School of Management, Yale University

New Haven, Connecticut (USA)

110.71350.19
85Department of Economics, University College London (UCL)

London, United Kingdom

111.54660.66
86Sciences économiques, Sciences Po

Paris, France

113.091080.24
87Department of Economics, New York University (NYU)

New York City, New York (USA)

115.37590.05
88Wydział Nauk Ekonomicznych, Uniwersytet Warszawski

Warszawa, Poland

116.421383.28
89Faculté des sciences économiques et sociales - Wirtschafts- und Sozialwissenschaftliche Fakultät, Université de Fribourg - Universität Freiburg

Fribourg/Freiburg, Switzerland

117.37260.19
---Departement d'Économie Politique, Faculté des sciences économiques et sociales - Wirtschafts- und Sozialwissenschaftliche Fakultät, Université de Fribourg - Universität Freiburg

Fribourg/Freiburg, Switzerland

117.37110.19
90Department of Statistics, University of Warwick

Coventry, United Kingdom

117.9550.08
---Business Economics, Rotman School of Management, University of Toronto

Toronto, Canada

121.2690.05
91Faculteit Economie en Bedrijfskunde, Universiteit Gent

Gent, Belgium

123.151020.22
92Research Institute of Economy, Trade and Industry (RIETI)

Tokyo, Japan

123.37490.27
93Department of Economics, University of Chicago

Chicago, Illinois (USA)

124.6750.11
---Applied Economics Workshop, Booth School of Business, University of Chicago

Chicago, Illinois (USA)

124.7430.02
94Institute of Economics, Tsinghua University

Beijing, China

125.3840.4
---Finance Department, London School of Economics (LSE)

London, United Kingdom

126.35130.11
95Department of Economics, University of Birmingham

Birmingham, United Kingdom

126.96471.11
96European Xtramile Centre of African Studies (EXCAS)

Liège, Belgium

128.2920.05
97Department of Economics, University of Toronto

Toronto, Canada

128.85690.77
---Innocenzo Gasparini Institute for Economic Research (IGIER), Università Commerciale Luigi Bocconi

Milano, Italy

129.08500.09
---Directorate for Science, Technology and Industry (DSTI), Organisation de Coopération et de Développement Économiques (OCDE)

Paris, France

129.19220.79
98Fisher College of Business, Ohio State University

Columbus, Ohio (USA)

131.5290.02
99Wirtschaftswissenschaftliche Fakutät, Universität Zürich

Zürich, Switzerland

133.521560.79
100Department of Economics, Southern Methodist University

Dallas, Texas (USA)

135270.13
---International Centre for Innovation, Technology and Education Studies (iCite), Solvay Brussels School of Economics and Management, Université Libre de Bruxelles

Bruxelles, Belgium

135.42150.45
101Université Paris-Dauphine (Paris IX)

Paris, France

136.951350.59
---Department of Economics, Sciences économiques, Sciences Po

Paris, France

138.67430.16
102Singapore Management University

Singapore, Singapore

138.8400.26
---School of Economics, Singapore Management University

Singapore, Singapore

141.32360.26
103Joint Research Centre, European Commission

Ispra, Italy

141.33801.07
104Banco de España

Madrid, Spain

142.021200.93
---Institut d'Anàlisi Econòmica CSIC (IAE-CSIC), Barcelona School of Economics (BSE)

Barcelona, Spain

142.2210.25
105Fachbereich Volkswirtschaftslehre, Universität Hamburg

Hamburg, Germany

143.67453.07
106Deutsche Bundesbank

Frankfurt, Germany

144.341681.49
107Charles H. Dyson School of Applied Economics and Management, Cornell University

Ithaca, New York (USA)

144.48370.45
108School of Economics and Management, Universiteit van Tilburg

Tilburg, Netherlands

146.041400.38
---CentER Graduate School for Economics and Business, School of Economics and Management, Universiteit van Tilburg

Tilburg, Netherlands

146.04990.38
109Economics Department, Queen's University

Kingston, Canada

146.18490.18
110Federal Reserve Bank of Cleveland

Cleveland, Ohio (USA)

149.34620.63
---Economic Research, Federal Reserve Bank of Cleveland

Cleveland, Ohio (USA)

149.34430.63

The rankings

Top 10% authors in the field of Big Data

For Big Data, these are 320 authors affiliated with 1104 institutions.
All authors classified in this field.

RankAuthorScore
1Whitney Newey

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

1.57
2Victor Chernozhukov

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

3.4
3Sendhil Mullainathan

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

3.74
4Shaen Corbet

Business School, Dublin City University, Dublin, Ireland

4.47
5Michael Lechner

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

5.82
6Susan Carleton Athey

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

6
7Avi Goldfarb

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

8.82
8Erik Brynjolfsson

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

9.63
9Michael Stepner

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

12.22
10Dacheng Xiu

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

12.35
11Joshua Gans

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

13.3
12Luc Laeven

European Central Bank, Frankfurt am Main, Germany

13.5
13Fuwei Jiang

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

13.6
14Ajay K. Agrawal

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

16.15
15Roxana Mihet

Faculté des Hautes Études Commerciales (HEC), Université de Lausanne, Lausanne, Switzerland
Swiss Finance Institute, Genève/Zürich, Switzerland

19.11
16Wim Naude

Department of Economics, Cork University Business School, University College Cork, Cork, Ireland

20.47
17Domenico Giannone

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

22.05
18Guy Michaels

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

22.16
19Stephen Eliot Hansen

Business School, Imperial College, London, United Kingdom

23.55
20Leonardo Gambacorta

Bank for International Settlements (BIS), Basel, Switzerland

23.61
21Christopher Rauh

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

23.76
22Stelios Michalopoulos

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

26.96
23Martin Huber

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

28.68
24Yiping Huang

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

28.89
25Rafal Weron

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

29.51
26Marco Vivarelli

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

30.25
27Hannes Felix Mueller

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

30.26
28Jesus Fernandez-Villaverde

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

31.22
29Marius Brulhart

Départment d'économétrie et d'économie politique (DEEP), Faculté des Hautes Études Commerciales (HEC), Université de Lausanne, Lausanne, Switzerland

34.29
30Michele Lenza

European Central Bank, Frankfurt am Main, Germany

37.61
31Tae Hwy Lee

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

38.14
32Paul Anton Raschky

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

38.43

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.

Credits:

We do our best, but we cannot exclude errors.
IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.