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Top Institutions and Economists in the Field of Big Data, as of April 2026

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.

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  • 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.
  • Only classified authors are considered for the institution scores.
  • 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 who are deceased or whose email address with RePEc is invalid are not counted, the latter under the assumption that they have moved or have died
  • For institutions: Authors who are deceased or whose email address with RePEc is invalid are not counted, the latter under the assumption that they have moved or have died
  • There are 9298 institutions with 73371 registered authors evaluated for all the rankings
  • For Big Data, these are 532 institutions and 581 authors.

The data presented here are experimental. They are based on a 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.

EntityFull rankingLast 10 years10 best authorsLast 10 years, 10 best authorsTop 5% authorsMore
AuthorsShort Details Short Details More
InstitutionsShort Details Short Details Short Details Short Details All yearsLast 10 More
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Top Institutions

Rank Institution Score Authors Author
Shares
1Massachusetts Institute of Technology (MIT) → Economics Department, Cambridge, Massachusetts (United States)120.45
2University of Chicago → Booth School of Business, Chicago, Illinois (United States)2.0030.94
3Stanford University → Graduate School of Business, Stanford, California (United States)340.61
4Harvard University → Department of Economics, Cambridge, Massachusetts (United States)4.3131.14
5National Bureau of Economic Research (NBER), Cambridge, Massachusetts (United States)5.33160.26
6University of Toronto → Rotman School of Management, Toronto, Canada5.9730.39
7University of Pennsylvania → Department of Economics, Philadelphia, Pennsylvania (United States)6.7031.11
8Universität St. Gallen → School of Economics and Political Science, Sankt Gallen, Switzerland7.5751.58
9Princeton University → Department of Economics, Princeton, New Jersey (United States)9.5720.67
10European Central Bank, Frankfurt am Main, Germany10.4382.30
11Barcelona School of Economics (BSE), Barcelona, Spain12.0041.86
12London School of Economics (LSE), London, United Kingdom12.5870.68
13University of Chicago → NORC, Chicago, Illinois (United States)13.1410.16
14Hoover Institution on War Revolution & Peace, Stanford, California (United States)13.4210.06
-Barcelona School of Economics (BSE) → Institut d'Anàlisi Econòmica CSIC (IAE-CSIC), Barcelona, Spain15.9320.56
15Università Cattolica del Sacro Cuore → Dipartimenti e Istituti di Scienze Economiche, Milano/Piacenza, Italy17.4840.75
-Princeton University → Department of Economics → Bendheim Center for Finance, Princeton, New Jersey (United States)17.4820.54
16Federal Reserve Board (Board of Governors of the Federal Reserve System), Washington, District of Columbia (United States)17.6141.79
17Università Commerciale Luigi Bocconi, Milano, Italy17.7940.76
18University of Surrey → School of Economics, Guildford, United Kingdom18.1920.41
-Università Cattolica del Sacro Cuore → Dipartimenti e Istituti di Scienze Economiche → Dipartimento di Politica Economica, Milano, Italy18.4840.75
19University of California-Riverside → Department of Economics, Riverside, California (United States)19.7120.28
20World Bank Group, Washington, District of Columbia (United States)21.7492.27
21Luxembourg Institute of Socio-Economic Research (LISER), Esch-sur-Alzette, Luxembourg22.14211.14
22University of California-Irvine → Department of Economics, Irvine, California (United States)22.7720.54
23Banco de España, Madrid, Spain23.5094.47
24Stanford University → Stanford Institute for Economic Policy Research (SIEPR), Stanford, California (United States)24.7820.07
25BI Handelshøyskolen, Oslo, Norway25.1941.88
26Bank for International Settlements (BIS), Basel, Switzerland26.8230.45
27Northwestern University → Kellogg Graduate School of Management, Evanston, Illinois (United States)28.5430.66
28University of Waikato → Waikato Management School, Hamilton, New Zealand28.8830.73
29Brown University → Economics Department, Providence, Rhode Island (United States)29.2110.13
30Monash University → Monash Business School, Melbourne, Australia29.4752.29
31Imperial College → Business School, London, United Kingdom29.5310.30
32Politechnika Wrocławska → Katedra Badań Operacyjnych i Inteligencji Biznesowej, Wrocław, Poland29.6020.68
33Stanford University → Department of Economics, Stanford, California (United States)30.5630.36
34Université de Lausanne → Faculté des Hautes Études Commerciales (HEC), Lausanne, Switzerland31.9141.09
-University of Waikato → Waikato Management School → Department of Economics, Hamilton, New Zealand33.0530.68
-Université de Lausanne → Faculté des Hautes Études Commerciales (HEC) → Départment d'économétrie et d'économie politique (DEEP), Lausanne, Switzerland33.2931.06
35Johns Hopkins University → Department of Economics, Baltimore, Maryland (United States)33.8110.06
36Heriot-Watt University → Edinburgh Business School, Edinburgh, United Kingdom34.3510.15
37European Commission → Joint Research Centre, Sevilla, Spain35.51166.80
38Sciences Po → Sciences économiques, Paris, France36.9840.19
39Université d'Orléans → Faculté de droit, d'économie et de gestion, Orléans, France37.6510.21
-Université d'Orléans → Faculté de droit, d'économie et de gestion → Laboratoire d'Économie d'Orléans (LEO), Orléans, France37.6510.21
40University of Virginia → Department of Economics, Charlottesville, Virginia (United States)39.0810.11
41Boston University → Department of Economics, Boston, Massachusetts (United States)39.2131.59
-Sciences Po → Sciences économiques → Department of Economics, Paris, France39.7620.16
42London Business School (LBS), London, United Kingdom40.8510.07
-London School of Economics (LSE) → Centre for Economic Performance (CEP), London, United Kingdom41.2440.16
-Université du Québec à Montréal (UQAM) → École des Sciences de la Gestion (ESG) → Département des Sciences Économiques, Montréal, Canada41.3820.93
42Université du Québec à Montréal (UQAM) → École des Sciences de la Gestion (ESG), Montréal, Canada41.3820.93
44Goethe Universität Frankfurt am Main → Fachbereich Wirtschaftswissenschaft, Frankfurt am Main, Germany41.5510.80
-London Business School (LBS) → Department of Economics, London, United Kingdom41.8910.07
45Centre de Recherche en Économie et Statistique (CREST), Palaiseau, France42.1741.19
46Université de Fribourg - Universität Freiburg → Faculté des sciences économiques et sociales - Wirtschafts- und Sozialwissenschaftliche Fakultät, Fribourg/Freiburg, Switzerland42.6910.18
-Université de Fribourg - Universität Freiburg → Faculté des sciences économiques et sociales - Wirtschafts- und Sozialwissenschaftliche Fakultät → Departement d'Économie Politique, Fribourg/Freiburg, Switzerland42.6910.18
-Monash University → Monash Business School → Department of Economics, Melbourne, Australia42.9220.76
47Georgia Institute of Technology → School of Economics, Atlanta, Georgia (United States)45.9121.46
-Luxembourg Institute of Socio-Economic Research (LISER) → IZA@LISER Network, Esch-sur-Alzette, Luxembourg46.28190.16
-Università Commerciale Luigi Bocconi → Dipartimento di Economia "Ettore Bocconi", Milano, Italy48.6720.13
48Cornell University → Johnson Graduate School of Management, Ithaca, New York (United States)49.1710.17
49Banque de France, Paris, France50.4040.70
50Paris School of Economics, Paris, France50.5520.20
51University of Cambridge → Faculty of Economics, Cambridge, United Kingdom50.8420.15
52Brandeis University → Department of Economics, International Business School, Waltham, Massachusetts (United States)51.6320.50
53Tsinghua University → Institute of Economics, Beijing, China51.7610.33

Top Authors

Rank Author Score
1Whitney Newey
Massachusetts Institute of Technology (MIT) → Economics Department, Cambridge, Massachusetts (United States)
1.65
2Sendhil Mullainathan
University of Chicago → Booth School of Business, Chicago, Illinois (United States)
2.35
3Victor Chernozhukov
Massachusetts Institute of Technology (MIT) → Economics Department, Cambridge, Massachusetts (United States)
3.28
4Melissa Dell
Harvard University → Department of Economics, Cambridge, Massachusetts (United States)
4.91
5Christian Hansen
University of Chicago → Booth School of Business, Chicago, Illinois (United States)
5.63
6Susan Athey
Stanford University → Graduate School of Business, Stanford, California (United States)
6.89
7Dacheng Xiu
University of Chicago → Booth School of Business, Chicago, Illinois (United States)
9.51
8Jianqing Fan
Princeton University → Department of Economics → Bendheim Center for Finance, Princeton, New Jersey (United States)
Princeton University → Department of Economics, Princeton, New Jersey (United States)
9.69
9Michael Lechner
Universität St. Gallen → School of Economics and Political Science, Sankt Gallen, Switzerland
9.85
10Guido Imbens
Stanford University → Graduate School of Business, Stanford, California (United States)
9.92
11Erik Brynjolfsson12.92
12Avi Goldfarb
University of Toronto → Rotman School of Management, Toronto, Canada
14.56
13Steven Davis
Hoover Institution on War Revolution & Peace, Stanford, California (United States)
16.01
14Francis Diebold
University of Pennsylvania → Department of Economics, Philadelphia, Pennsylvania (United States)
16.14
15Jens Ludwig
University of Chicago → NORC, Chicago, Illinois (United States)
19.65
16Oliver Hinz
Goethe Universität Frankfurt am Main → Fachbereich Wirtschaftswissenschaft, Frankfurt am Main, Germany
21.76
17Christopher Rauh
University of Cambridge → Faculty of Economics, Cambridge, United Kingdom
Barcelona School of Economics (BSE) → Institut d'Anàlisi Econòmica CSIC (IAE-CSIC), Barcelona, Spain
22.60
18Joshua Gans
University of Toronto → Rotman School of Management, Toronto, Canada
22.77
19João M.c. Santos Silva (Joao M.c. Santos Silva)
University of Surrey → School of Economics, Guildford, United Kingdom
23.72
20Mark Schaffer
Heriot-Watt University → Edinburgh Business School, Edinburgh, United Kingdom
24.15
21Hannes Felix Mueller
Barcelona School of Economics (BSE) → Institut d'Anàlisi Econòmica CSIC (IAE-CSIC), Barcelona, Spain
25.65
22Peter C. B. Phillips26.96
23Ajay K. Agrawal
University of Toronto → Rotman School of Management, Toronto, Canada
National Bureau of Economic Research (NBER), Cambridge, Massachusetts (United States)
27.13
24Luc Laeven
European Central Bank, Frankfurt am Main, Germany
28.03
25David Neumark
University of California-Irvine → Department of Economics, Irvine, California (United States)
28.51
26Jann Spiess
Stanford University → Graduate School of Business, Stanford, California (United States)
28.69
27Stephen Hansen
Imperial College → Business School, London, United Kingdom
29.19
28Christophe Hurlin
Université d'Orléans → Faculté de droit, d'économie et de gestion → Laboratoire d'Économie d'Orléans (LEO), Orléans, France
29.99
29Stelios Michalopoulos
Brown University → Economics Department, Providence, Rhode Island (United States)
32.04
30Jesus Fernandez-Villaverde
University of Pennsylvania → Department of Economics, Philadelphia, Pennsylvania (United States)
33.18
31Nicholas Bloom
Stanford University → Department of Economics, Stanford, California (United States)
33.48
32Martin Huber
Université de Fribourg - Universität Freiburg → Faculté des sciences économiques et sociales - Wirtschafts- und Sozialwissenschaftliche Fakultät → Departement d'Économie Politique, Fribourg/Freiburg, Switzerland
34.18
33Anton Korinek
University of Virginia → Department of Economics, Charlottesville, Virginia (United States)
35.05
34Elias Papaioannou
London Business School (LBS) → Department of Economics, London, United Kingdom
38.43
35Massimiliano Marcellino
Università Commerciale Luigi Bocconi → Dipartimento di Economia "Ettore Bocconi", Milano, Italy
Università Commerciale Luigi Bocconi → Innocenzo Gasparini Institute for Economic Research (IGIER), Milano, Italy
39.27
36Michele Lenza
European Central Bank, Frankfurt am Main, Germany
39.32
37Wim Naudé (Wim Naude)
Universidade do Coimbra → Faculdade de Economia → Centre for Business and Economics Research (CeBER), Coimbra, Portugal
40.01
38Rafał Weron (Rafal Weron)
Politechnika Wrocławska → Katedra Badań Operacyjnych i Inteligencji Biznesowej, Wrocław, Poland
41.35
39Leonardo Gambacorta
Bank for International Settlements (BIS), Basel, Switzerland
41.41
40Lin William Cong
Cornell University → Johnson Graduate School of Management, Ithaca, New York (United States)
42.82
41Aman Ullah
University of California-Riverside → Department of Economics, Riverside, California (United States)
43.04
42Domenico Giannone
Johns Hopkins University → Department of Economics, Baltimore, Maryland (United States)
44.64
43Shunsuke Managi
Kyushu University → Urban Institute, Fukuoka, Japan
46.17
44Ke Tang
Tsinghua University → Institute of Economics, Beijing, China
46.43
45Tarek Alexander Hassan
Boston University → Department of Economics, Boston, Massachusetts (United States)
47.38
46Paul Anton Raschky
Monash University → Monash Business School → Department of Economics, Melbourne, Australia
51.28
47John Gibson
University of Waikato → Waikato Management School → Department of Economics, Hamilton, New Zealand
52.03
48Guy Michaels
London School of Economics (LSE) → Economics Department, London, United Kingdom
London School of Economics (LSE) → Centre for Economic Performance (CEP), London, United Kingdom
52.32
49Andrew Michael Jones
University of York → Department of Economics and Related Studies, York, United Kingdom
53.57
50David Y. Yang
Harvard University → Department of Economics, Cambridge, Massachusetts (United States)
54.01
51Dean Karlan
Northwestern University → Kellogg Graduate School of Management, Evanston, Illinois (United States)
54.75
52Mohammad Abdullah
University of Southampton → Southampton Business School, Southampton, United Kingdom
54.78
53Zhentao Shi
Georgia Institute of Technology → School of Economics, Atlanta, Georgia (United States)
55.74
54Emmanuel Joel Aikins Abakah
University of Ghana → Business School → Department of Finance, Legon, Ghana
58.40
55George Kapetanios
King's College London → Business School, London, United Kingdom
58.43
56Marco Vivarelli
Università Cattolica del Sacro Cuore → Dipartimenti e Istituti di Scienze Economiche → Dipartimento di Politica Economica, Milano, Italy
59.09
57Rangan Gupta
University of Pretoria → Faculty of Economic and Management Sciences → Department of Economics, Pretoria, South Africa
59.30
58Noam Yuchtman
London School of Economics (LSE) → Department of Management, London, United Kingdom
59.89
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