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.

Similar rankings

Entity	Full ranking		Last 10 years		10 best authors		Last 10 years, 10 best authors		Top 5% authors		More
Authors	Short	Details	Short	Details							More
Institutions	Short	Details	Short	Details	Short	Details	Short	Details	All years	Last 10	More
Regions	Short	Details	Short	Details							More

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.

Rank	Institution	Score	Authors	Author shares
1	Economics Department, Massachusetts Institute of Technology (MIT) Cambridge, Massachusetts (USA)	1.35	61	0.82
2	Booth School of Business, University of Chicago Chicago, Illinois (USA)	2.98	60	1.41
3	African Governance and Development Institute (AGDI) Yaoundé, Cameroun	4.51	7	0.93
4	Department of Economics, University of California-Berkeley Berkeley, California (USA)	4.54	57	0.86
5	Department of Economics, School of Arts and Sciences, Columbia University New York City, New York (USA)	5.95	54	0.54
6	Graduate School of Business, Stanford University Stanford, California (USA)	6.7	41	0.33
7	European Central Bank Frankfurt am Main, Germany	9.88	242	1.95
8	Rotman School of Management, University of Toronto Toronto, Canada	9.98	49	1.52
9	London School of Economics (LSE) London, United Kingdom	10.42	314	1.74
10	National Bureau of Economic Research (NBER) Cambridge, Massachusetts (USA)	10.71	456	0.48
11	Department of Economics, Stanford University Stanford, California (USA)	13.75	62	0.34
12	Department of Economics, Oxford University Oxford, United Kingdom	15.76	178	0.88
13	School of Economics and Political Science, Universität St. Gallen Sankt Gallen, Switzerland	15.91	64	1.17
14	Graduate School of Business, Columbia University New York City, New York (USA)	16.71	49	0.59
15	Federal Reserve Board (Board of Governors of the Federal Reserve System) Washington, District of Columbia (USA)	17.04	201	1.88
16	Department of Economics, Harvard University Cambridge, Massachusetts (USA)	17.22	74	1.31
17	Bank of England London, United Kingdom	18.64	205	4.26
18	Banca d'Italia Roma, Italy	20.35	267	5.61
19	Joint Research Centre, European Commission Sevilla, Spain	23.98	234	5.89
20	Bank for International Settlements (BIS) Basel, Switzerland	25.44	84	1.11
21	Department of Economics, Boston University Boston, Massachusetts (USA)	26.03	65	0.48
22	World Bank Group Washington, District of Columbia (USA)	29.03	565	2.17
23	Handelshøgskolen, Universitetet i Stavanger Stavanger, Norway	29.64	20	1.01
24	Dipartimenti e Istituti di Scienze Economiche, Università Cattolica del Sacro Cuore Milano/Piacenza, Italy	30.81	99	1.42
---	Finance and Economics Department, Graduate School of Business, Columbia University New York City, New York (USA)	31.44	27	0.08
25	College of Economics and Management, Nanjing University of Aeroneautics and Astronautics Nanjing, China	32.04	4	1
26	Business School, Dublin City University Dublin, Ireland	32.66	14	0.8
27	Monash Business School, Monash University Melbourne, Australia	36.33	162	1.34
28	London Business School (LBS) London, United Kingdom	36.64	33	0.51
29	Business School, Imperial College London, United Kingdom	37	46	0.34
30	Department of Economics, University of Pennsylvania Philadelphia, Pennsylvania (USA)	38.12	46	0.06
31	Department of Economics, University of California-Riverside Riverside, California (USA)	38.17	27	0.28
32	UNSW Business School, UNSW Sydney Sydney, Australia	38.56	79	0.43
33	Università Commerciale Luigi Bocconi Milano, Italy	39.3	167	0.32
34	Institute of Labor Economics (IZA) Bonn, Germany	40.14	949	0.7
35	Department of Economics, Northwestern University Evanston, Illinois (USA)	40.6	40	0.2
---	Dipartimento di Politica Economica, Dipartimenti e Istituti di Scienze Economiche, Università Cattolica del Sacro Cuore Milano, Italy	42.5	30	1.06
36	Waikato Management School, University of Waikato Hamilton, New Zealand	44.15	40	1.12
---	Department of Economics, London Business School (LBS) London, United Kingdom	45.22	15	0.11
37	Centro di Ricerca sull'Economia delle Istituzioni (CREI), Università degli Studi Roma Tre Roma, Italy	46.59	8	1
38	Barcelona School of Economics (BSE) Barcelona, Spain	46.71	166	1.05
---	Economics Department, London School of Economics (LSE) London, United Kingdom	47.68	52	0.25
39	New Economic School (NES) Moscow, Russia	48.35	44	1.05
40	Dipartimento di Diritto, Economia e Culture, Università degli Studi dell'Insubria Como, Italy	50.7	3	0.5
41	Centre de Recherche en Économie et Statistique (CREST) Palaiseau, France	51.06	95	0.77
42	Stern School of Business, New York University (NYU) New York City, New York (USA)	51.56	54	0.76
---	Department of Economics, Waikato Management School, University of Waikato Hamilton, New Zealand	51.98	31	0.85
43	International Monetary Fund (IMF) Washington, District of Columbia (USA)	52.79	468	1.62
44	Department of Economics, Cornell University Ithaca, New York (USA)	53.9	43	0.09
45	Department of Economics, Princeton University Princeton, New Jersey (USA)	54.54	54	0.16
---	School of Economics, UNSW Business School, UNSW Sydney Sydney, Australia	55.7	49	0.08
---	Department of Geography and Environment, London School of Economics (LSE) London, United Kingdom	59.69	30	0.57
46	Faculty of Economics, University of Cambridge Cambridge, United Kingdom	60.31	65	0.34
---	Research and Statistics Group, Federal Reserve Bank of New York New York City, New York (USA)	60.64	65	0.44
47	Federal Reserve Bank of New York New York City, New York (USA)	60.64	88	0.44
48	Faculty of Business and Economics, University of Hong Kong Pokfulam, Hong Kong	60.69	25	0.13
49	Liverpool Business School, Liverpool John Moores University Liverpool, United Kingdom	60.89	1	1
50	Federal Reserve Bank of Chicago Chicago, Illinois (USA)	61.6	57	0.32
51	Central University of Finance and Economics (CUFE) Beijing, China	64.57	80	1
52	Department of Economics, University of Maryland College Park, Maryland (USA)	65.86	46	0.16
53	Organisation de Coopération et de Développement Économiques (OCDE) Paris, France	67.59	241	1.32
54	Institut for Økonomi, Aarhus Universitet Aarhus, Denmark	67.7	119	1.43
55	Dipartimento di Scienze Economiche, Alma Mater Studiorum - Università di Bologna Bologna, Italy	67.85	112	0.57
56	Centre for Economic Policy Research (CEPR) London, United Kingdom	67.97	341	0.1
57	Department of Commerce, Government of the United States Washington, District of Columbia (USA)	71.29	82	1.99
58	Kennedy School of Government, Harvard University Cambridge, Massachusetts (USA)	71.3	82	0.07
59	Fachbereich Wirtschaftswissenschaft, Goethe Universität Frankfurt am Main Frankfurt am Main, Germany	71.54	67	0.95
60	Walter A. Haas School of Business, University of California-Berkeley Berkeley, California (USA)	71.74	48	0.15
61	Paris School of Economics Paris, France	74.18	212	0.68
62	Harris School of Public Policy, University of Chicago Chicago, Illinois (USA)	74.21	31	1.19
---	Department of Economics, Cork University Business School, University College Cork Cork, Ireland	74.28	15	0.55
63	Cork University Business School, University College Cork Cork, Ireland	74.28	23	0.55
64	Faculté des Hautes Études Commerciales (HEC), Université de Lausanne Lausanne, Switzerland	75.82	52	0.73
65	Katedra Badań Operacyjnych i Inteligencji Biznesowej, Politechnika Wrocławska Wrocław, Poland	76.1	21	0.89
66	Department of Economics, Emory University Atlanta, Georgia (USA)	78.17	30	0.17
---	Department of Economics, Monash Business School, Monash University Melbourne, Australia	78.86	74	0.59
---	Census Bureau, Department of Commerce, Government of the United States Washington, District of Columbia (USA)	79.44	64	0.99
---	Finance Department, Stern School of Business, New York University (NYU) New York City, New York (USA)	81.13	16	0.56
67	Groupe ESC Toulouse Toulouse, France	81.92	17	1
68	Faculteit Economie en Bedrijfskunde, Universiteit van Amsterdam Amsterdam, Netherlands	82.38	92	0.08
---	Finance Group, Faculteit Economie en Bedrijfskunde, Universiteit van Amsterdam Amsterdam, Netherlands	82.38	12	0.08
69	Adam Smith Business School, University of Glasgow Glasgow, United Kingdom	83.15	69	1.27
70	Federal Reserve Bank of San Francisco San Francisco, California (USA)	84.97	39	0.13
71	Economics Department, Pomona College Claremont, California (USA)	87.44	11	0.4
---	Department of Economics, Adam Smith Business School, University of Glasgow Glasgow, United Kingdom	87.94	53	1.17
72	Leibniz-Zentrum für Europäische Wirtschaftsforschung (ZEW) Mannheim, Germany	88.92	166	2.29
73	Facultad de Economía, Universidad del Rosario Santa Fe de Bogotá, Colombia	89.74	51	0.84
74	Department of Economics, University of Washington Seattle, Washington (USA)	90.4	20	0.05
75	Department of Economics, University of Warwick Coventry, United Kingdom	91.09	89	2.64
76	Economics Department, Brown University Providence, Rhode Island (USA)	91.25	62	0.12
---	Economic Research, Federal Reserve Bank of San Francisco San Francisco, California (USA)	93.27	33	0.12
77	Department of Economics, University of California-Irvine Irvine, California (USA)	98.9	47	1.52
78	Louvain Institute of Data Analysis and Modelling in Economics and Statistics (LIDAM), Université Catholique de Louvain Louvain-la-Neuve, Belgium	101.89	135	1.46
79	Toulouse School of Economics (TSE) Toulouse, France	102.82	157	0.9
80	Sloan School of Management, Massachusetts Institute of Technology (MIT) Cambridge, Massachusetts (USA)	102.99	48	0.25
81	Solvay Brussels School of Economics and Management, Université Libre de Bruxelles Bruxelles, Belgium	106	165	0.49
---	Centre for Economic Performance (CEP), London School of Economics (LSE) London, United Kingdom	106.81	83	0.17
82	Stanford Institute for Economic Policy Research (SIEPR), Stanford University Stanford, California (USA)	107.14	21	0.06
---	Bendheim Center for Finance, Department of Economics, Princeton University Princeton, New Jersey (USA)	108.14	6	0.07
83	Department of Economics, University of Virginia Charlottesville, Virginia (USA)	108.73	39	0.17
84	School of Management, Yale University New Haven, Connecticut (USA)	110.71	35	0.19
85	Department of Economics, University College London (UCL) London, United Kingdom	111.54	66	0.66
86	Sciences économiques, Sciences Po Paris, France	113.09	108	0.24
87	Department of Economics, New York University (NYU) New York City, New York (USA)	115.37	59	0.05
88	Wydział Nauk Ekonomicznych, Uniwersytet Warszawski Warszawa, Poland	116.42	138	3.28
89	Faculté des sciences économiques et sociales - Wirtschafts- und Sozialwissenschaftliche Fakultät, Université de Fribourg - Universität Freiburg Fribourg/Freiburg, Switzerland	117.37	26	0.19
---	Departement d'Économie Politique, Faculté des sciences économiques et sociales - Wirtschafts- und Sozialwissenschaftliche Fakultät, Université de Fribourg - Universität Freiburg Fribourg/Freiburg, Switzerland	117.37	11	0.19
90	Department of Statistics, University of Warwick Coventry, United Kingdom	117.95	5	0.08
---	Business Economics, Rotman School of Management, University of Toronto Toronto, Canada	121.26	9	0.05
91	Faculteit Economie en Bedrijfskunde, Universiteit Gent Gent, Belgium	123.15	102	0.22
92	Research Institute of Economy, Trade and Industry (RIETI) Tokyo, Japan	123.37	49	0.27
93	Department of Economics, University of Chicago Chicago, Illinois (USA)	124.6	75	0.11
---	Applied Economics Workshop, Booth School of Business, University of Chicago Chicago, Illinois (USA)	124.74	3	0.02
94	Institute of Economics, Tsinghua University Beijing, China	125.38	4	0.4
---	Finance Department, London School of Economics (LSE) London, United Kingdom	126.35	13	0.11
95	Department of Economics, University of Birmingham Birmingham, United Kingdom	126.96	47	1.11
96	European Xtramile Centre of African Studies (EXCAS) Liège, Belgium	128.29	2	0.05
97	Department of Economics, University of Toronto Toronto, Canada	128.85	69	0.77
---	Innocenzo Gasparini Institute for Economic Research (IGIER), Università Commerciale Luigi Bocconi Milano, Italy	129.08	50	0.09
---	Directorate for Science, Technology and Industry (DSTI), Organisation de Coopération et de Développement Économiques (OCDE) Paris, France	129.19	22	0.79
98	Fisher College of Business, Ohio State University Columbus, Ohio (USA)	131.52	9	0.02
99	Wirtschaftswissenschaftliche Fakutät, Universität Zürich Zürich, Switzerland	133.52	156	0.79
100	Department of Economics, Southern Methodist University Dallas, Texas (USA)	135	27	0.13
---	International Centre for Innovation, Technology and Education Studies (iCite), Solvay Brussels School of Economics and Management, Université Libre de Bruxelles Bruxelles, Belgium	135.42	15	0.45
101	Université Paris-Dauphine (Paris IX) Paris, France	136.95	135	0.59
---	Department of Economics, Sciences économiques, Sciences Po Paris, France	138.67	43	0.16
102	Singapore Management University Singapore, Singapore	138.8	40	0.26
---	School of Economics, Singapore Management University Singapore, Singapore	141.32	36	0.26
103	Joint Research Centre, European Commission Ispra, Italy	141.33	80	1.07
104	Banco de España Madrid, Spain	142.02	120	0.93
---	Institut d'Anàlisi Econòmica CSIC (IAE-CSIC), Barcelona School of Economics (BSE) Barcelona, Spain	142.2	21	0.25
105	Fachbereich Volkswirtschaftslehre, Universität Hamburg Hamburg, Germany	143.67	45	3.07
106	Deutsche Bundesbank Frankfurt, Germany	144.34	168	1.49
107	Charles H. Dyson School of Applied Economics and Management, Cornell University Ithaca, New York (USA)	144.48	37	0.45
108	School of Economics and Management, Universiteit van Tilburg Tilburg, Netherlands	146.04	140	0.38
---	CentER Graduate School for Economics and Business, School of Economics and Management, Universiteit van Tilburg Tilburg, Netherlands	146.04	99	0.38
109	Economics Department, Queen's University Kingston, Canada	146.18	49	0.18
110	Federal Reserve Bank of Cleveland Cleveland, Ohio (USA)	149.34	62	0.63
---	Economic Research, Federal Reserve Bank of Cleveland Cleveland, Ohio (USA)	149.34	43	0.63

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.

Rank	Author	Score
1	Whitney Newey Economics Department, Massachusetts Institute of Technology (MIT), Cambridge, Massachusetts (USA)	1.57
2	Victor Chernozhukov Economics Department, Massachusetts Institute of Technology (MIT), Cambridge, Massachusetts (USA)	3.4
3	Sendhil Mullainathan Booth School of Business, University of Chicago, Chicago, Illinois (USA)	3.74
4	Shaen Corbet Business School, Dublin City University, Dublin, Ireland	4.47
5	Michael Lechner School of Economics and Political Science, Universität St. Gallen, Sankt Gallen, Switzerland	5.82
6	Susan Carleton Athey Graduate School of Business, Stanford University, Stanford, California (USA)	6
7	Avi Goldfarb Rotman School of Management, University of Toronto, Toronto, Canada	8.82
8	Erik Brynjolfsson National Bureau of Economic Research (NBER), Cambridge, Massachusetts (USA) Stanford Institute for Economic Policy Research (SIEPR), Stanford University, Stanford, California (USA)	9.63
9	Michael Stepner Department of Economics, Harvard University, Cambridge, Massachusetts (USA)	12.22
10	Dacheng Xiu Booth School of Business, University of Chicago, Chicago, Illinois (USA)	12.35
11	Joshua Gans Rotman School of Management, University of Toronto, Toronto, Canada	13.3
12	Luc Laeven European Central Bank, Frankfurt am Main, Germany	13.5
13	Fuwei Jiang Central University of Finance and Economics (CUFE), Beijing, China	13.6
14	Ajay K. Agrawal Rotman School of Management, University of Toronto, Toronto, Canada	16.15
15	Roxana Mihet Faculté des Hautes Études Commerciales (HEC), Université de Lausanne, Lausanne, Switzerland Swiss Finance Institute, Genève/Zürich, Switzerland	19.11
16	Wim Naude Department of Economics, Cork University Business School, University College Cork, Cork, Ireland	20.47
17	Domenico Giannone Department of Economics, University of Washington, Seattle, Washington (USA)	22.05
18	Guy 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
19	Stephen Eliot Hansen Business School, Imperial College, London, United Kingdom	23.55
20	Leonardo Gambacorta Bank for International Settlements (BIS), Basel, Switzerland	23.61
21	Christopher Rauh Faculty of Economics, University of Cambridge, Cambridge, United Kingdom	23.76
22	Stelios Michalopoulos Economics Department, Brown University, Providence, Rhode Island (USA)	26.96
23	Martin 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
24	Yiping Huang China Center for Economic Research (CCER), Peking University, Beijing, China Institute of Digital Finance, Peking University, Beijing, China	28.89
25	Rafal Weron Katedra Badań Operacyjnych i Inteligencji Biznesowej, Politechnika Wrocławska, Wrocław, Poland	29.51
26	Marco Vivarelli Dipartimento di Politica Economica, Dipartimenti e Istituti di Scienze Economiche, Università Cattolica del Sacro Cuore, Milano, Italy	30.25
27	Hannes Felix Mueller Institut d'Anàlisi Econòmica CSIC (IAE-CSIC), Barcelona School of Economics (BSE), Barcelona, Spain	30.26
28	Jesus Fernandez-Villaverde Department of Economics, University of Pennsylvania, Philadelphia, Pennsylvania (USA)	31.22
29	Marius Brulhart Départment d'économétrie et d'économie politique (DEEP), Faculté des Hautes Études Commerciales (HEC), Université de Lausanne, Lausanne, Switzerland	34.29
30	Michele Lenza European Central Bank, Frankfurt am Main, Germany	37.61
31	Tae Hwy Lee Department of Economics, University of California-Riverside, Riverside, California (USA)	38.14
32	Paul 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:

Citations from CitEc project by José Manuel Barrueco Cruz, University of Valencia, Spain. Hardware provided by Instituto Valenciano de Investigaciones Económicas (IVIE), Valencia, Spain.
Abstract views and downloads statistics from LogEc project by Sune Karlsson, Örebro University, Sweden.
Author registration by Ivan Kumanov, Minsk, Belarus.
Institutions database and ranking computations by Christian Zimmermann, Federal Reserve Bank of St. Louis.
RePEc has been initiated by Thomas Krichel.

We do our best, but we cannot exclude errors.

Browse Econ Literature

More features

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

What this page is about

Similar rankings

The rankings

Top 10% institutions in the field of Big Data

The rankings

Top 10% authors in the field of Big Data

More services and features

MyIDEAS

New papers by email

Author registration

Rankings

RePEc Genealogy

RePEc Biblio

MPRA

EconAcademics

Plagiarism

Fantasy league

Services from the StL Fed

About RePEc

RePEc home

Blog

Help/FAQ

RePEc team

Participating archives

Privacy statement

Legal statement

Help us

Corrections

Volunteers

Get papers listed

Open a RePEc archive

Get RePEc data