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

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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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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 402 authors affiliated with 1279 institutions.
All authors classified in this field.

Rank	Institution	Score	Authors	Author shares
1	Economics Department, Massachusetts Institute of Technology (MIT) Cambridge, Massachusetts (USA)	1.37	64	1.04
2	Booth School of Business, University of Chicago Chicago, Illinois (USA)	2.82	62	1.44
3	African Governance and Development Institute (AGDI) Yaoundé, Cameroun	4.27	7	0.93
4	Department of Economics, University of California-Berkeley Berkeley, California (USA)	4.98	63	0.71
5	Graduate School of Business, Stanford University Stanford, California (USA)	6.79	43	0.38
6	Department of Economics, School of Arts and Sciences, Columbia University New York City, New York (USA)	6.84	54	0.71
7	Rotman School of Management, University of Toronto Toronto, Canada	7.22	52	1.77
8	London School of Economics (LSE) London, United Kingdom	10.04	328	2.16
9	National Bureau of Economic Research (NBER) Cambridge, Massachusetts (USA)	11.09	460	0.5
10	European Central Bank Frankfurt am Main, Germany	12.01	251	2.53
11	Department of Economics, Harvard University Cambridge, Massachusetts (USA)	13.55	73	1.63
12	Bank for International Settlements (BIS) Basel, Switzerland	13.73	93	2.41
13	Federal Reserve Board (Board of Governors of the Federal Reserve System) Washington, District of Columbia (USA)	14.45	212	2.51
14	Graduate School of Business, Columbia University New York City, New York (USA)	15.78	51	0.55
15	Department of Economics, Stanford University Stanford, California (USA)	17.88	67	0.44
16	Joint Research Centre, European Commission Sevilla, Spain	20.4	314	8.57
17	Banca d'Italia Roma, Italy	20.73	282	6.95
18	International Monetary Fund (IMF) Washington, District of Columbia (USA)	20.94	488	3.31
19	World Bank Group Washington, District of Columbia (USA)	21.75	600	3.11
20	School of Economics and Political Science, Universität St. Gallen Sankt Gallen, Switzerland	22.13	66	0.47
21	Dipartimenti e Istituti di Scienze Economiche, Università Cattolica del Sacro Cuore Milano/Piacenza, Italy	23.3	101	2.32
22	Bank of England London, United Kingdom	23.95	206	5.56
---	Finance and Economics Department, Graduate School of Business, Columbia University New York City, New York (USA)	24.78	26	0.1
23	Department of Economics, Boston University Boston, Massachusetts (USA)	25.56	70	0.48
24	Department of Economics, Oxford University Oxford, United Kingdom	27.38	179	0.74
25	Business School, Dublin City University Dublin, Ireland	28.21	15	0.8
---	Dipartimento di Politica Economica, Dipartimenti e Istituti di Scienze Economiche, Università Cattolica del Sacro Cuore Milano, Italy	29.42	35	1.96
26	Monash Business School, Monash University Melbourne, Australia	31.29	190	2.33
27	Department of Economics, Princeton University Princeton, New Jersey (USA)	32.96	52	0.18
28	College of Economics and Management, Nanjing University of Aeroneautics and Astronautics Nanjing, China	36.5	4	1
29	Department of Economics, University of Pennsylvania Philadelphia, Pennsylvania (USA)	36.54	47	1.07
30	Business School, Imperial College London, United Kingdom	39.92	44	0.35
31	Università Commerciale Luigi Bocconi Milano, Italy	40.11	165	0.59
32	Waikato Management School, University of Waikato Hamilton, New Zealand	40.64	43	1.12
33	London Business School (LBS) London, United Kingdom	41.62	33	0.48
34	Department of Commerce, Government of the United States Washington, District of Columbia (USA)	42.24	84	2.42
35	Institute of Labor Economics (IZA) Bonn, Germany	43.09	953	0.79
---	Department of Economics, Waikato Management School, University of Waikato Hamilton, New Zealand	46.19	34	0.84
---	Department of Economics, London Business School (LBS) London, United Kingdom	49.26	15	0.11
36	Federal Reserve Bank of New York New York City, New York (USA)	49.92	88	1.58
37	New Economic School (NES) Moscow, Russia	50.47	42	1.05
38	Handelshøgskolen, Universitetet i Stavanger Stavanger, Norway	50.6	21	0.72
39	Organisation de Coopération et de Développement Économiques (OCDE) Paris, France	52.12	247	2.17
40	Department of Economics, University of California-Riverside Riverside, California (USA)	52.21	27	0.3
---	Census Bureau, Department of Commerce, Government of the United States Washington, District of Columbia (USA)	53.2	65	1.02
41	Centro di Ricerca sull'Economia delle Istituzioni (CREI), Università degli Studi Roma Tre Roma, Italy	53.54	8	1
42	UNSW Business School, UNSW Sydney Sydney, Australia	55	81	0.38
---	Research and Statistics Group, Federal Reserve Bank of New York New York City, New York (USA)	56.26	64	0.58
43	Kennedy School of Government, Harvard University Cambridge, Massachusetts (USA)	56.3	82	0.07
44	Barcelona School of Economics (BSE) Barcelona, Spain	57.25	165	0.93
45	Paris School of Economics Paris, France	58.86	207	0.7
46	Liverpool Business School, Liverpool John Moores University Liverpool, United Kingdom	59.2	1	1
47	Faculty of Economics, University of Cambridge Cambridge, United Kingdom	61.93	65	0.33
48	Sloan School of Management, Massachusetts Institute of Technology (MIT) Cambridge, Massachusetts (USA)	63.09	50	0.29
49	Department of Economics, University of Toronto Toronto, Canada	63.79	74	0.82
---	Economics Department, London School of Economics (LSE) London, United Kingdom	64	51	0.25
50	BI Handelshøyskolen Oslo, Norway	64.07	57	1.94
51	Dipartimento di Diritto, Economia e Culture, Università degli Studi dell'Insubria Como, Italy	64.35	3	0.5
52	Adam Smith Business School, University of Glasgow Glasgow, United Kingdom	64.67	71	1.78
53	Centre de Recherche en Économie et Statistique (CREST) Palaiseau, France	65.09	96	0.74
---	Department of Economics, Monash Business School, Monash University Melbourne, Australia	65.34	77	0.94
54	Sciences économiques, Sciences Po Paris, France	66.08	108	0.27
55	School of Economics, University of Surrey Guildford, United Kingdom	67.28	43	0.14
56	Central University of Finance and Economics (CUFE) Beijing, China	69.24	82	1
57	Katedra Badań Operacyjnych i Inteligencji Biznesowej, Politechnika Wrocławska Wrocław, Poland	70.15	21	0.91
58	Fachbereich Wirtschaftswissenschaft, Goethe Universität Frankfurt am Main Frankfurt am Main, Germany	71.28	68	0.95
---	Department of Geography and Environment, London School of Economics (LSE) London, United Kingdom	71.35	31	0.56
59	Department of Economics, Cornell University Ithaca, New York (USA)	76.77	45	0.09
---	Department of Economics, Sciences économiques, Sciences Po Paris, France	78.04	44	0.17
60	Walter A. Haas School of Business, University of California-Berkeley Berkeley, California (USA)	78.59	49	0.21
61	Dipartimento di Scienze Economiche, Alma Mater Studiorum - Università di Bologna Bologna, Italy	78.68	122	0.4
62	Department of Economics, University of Virginia Charlottesville, Virginia (USA)	79.54	37	0.18
---	Business Economics, Rotman School of Management, University of Toronto Toronto, Canada	80.35	10	0.09
63	Groupe ESC Toulouse Toulouse, France	80.62	16	1
64	Faculty of Business and Economics, University of Hong Kong Pokfulam, Hong Kong	82.3	27	0.13
---	School of Economics, UNSW Business School, UNSW Sydney Sydney, Australia	82.57	50	0.08
65	Economics Department, Yale University New Haven, Connecticut (USA)	82.63	60	0.23
66	Wirtschaftswissenschaftliche Fakutät, Universität Zürich Zürich, Switzerland	83.04	164	1.33
67	Department of Economics, University of Washington Seattle, Washington (USA)	84.54	21	0.09
68	Toulouse School of Economics (TSE) Toulouse, France	84.85	157	1.12
69	Faculté des Hautes Études Commerciales (HEC), Université de Lausanne Lausanne, Switzerland	85.07	50	0.53
70	Department of Economics, University of Maryland College Park, Maryland (USA)	86.2	46	0.16
71	Harris School of Public Policy, University of Chicago Chicago, Illinois (USA)	86.87	34	1.78
72	Department of Economics, Northwestern University Evanston, Illinois (USA)	88.87	44	0.12
73	Leibniz-Zentrum für Europäische Wirtschaftsforschung (ZEW) Mannheim, Germany	90.64	160	2.62
74	Centre for Economic Policy Research (CEPR) London, United Kingdom	92.57	359	0.14
75	Department of Economics, Emory University Atlanta, Georgia (USA)	96.18	31	0.18
76	Department of Economics, University of Warwick Coventry, United Kingdom	97.54	88	2.77
---	Economics Research, World Bank Group Washington, District of Columbia (USA)	97.93	154	0.38
77	Economics Department, University of Michigan Ann Arbor, Michigan (USA)	98.55	62	0.55
78	Bank of Canada Ottawa, Canada	99.65	177	5.03
79	Department of Economics, University of California-Irvine Irvine, California (USA)	100.28	47	1.53
80	Stern School of Business, New York University (NYU) New York City, New York (USA)	102.44	52	0.38
---	Bendheim Center for Finance, Department of Economics, Princeton University Princeton, New Jersey (USA)	104.06	6	0.09
81	Faculteit Economie en Bedrijfskunde, Universiteit van Amsterdam Amsterdam, Netherlands	105.63	101	0.58
82	Business School, University of Exeter Exeter, United Kingdom	106.25	49	0.53
83	H. John Heinz III School of Public Policy and Management, Carnegie Mellon University Pittsburgh, Pennsylvania (USA)	109.21	20	0.58
---	Finance Group, Faculteit Economie en Bedrijfskunde, Universiteit van Amsterdam Amsterdam, Netherlands	109.96	12	0.08
84	Louvain Institute of Data Analysis and Modelling in Economics and Statistics (LIDAM), Université Catholique de Louvain Louvain-la-Neuve, Belgium	110.13	132	1.45
85	Institut for Økonomi, Aarhus Universitet Aarhus, Denmark	110.2	117	1.26
---	Department of Economics, Adam Smith Business School, University of Glasgow Glasgow, United Kingdom	112.26	53	1.15
---	Department of Economics, Business School, University of Exeter Exeter, United Kingdom	113.42	37	0.43
---	Centre for Economic Performance (CEP), London School of Economics (LSE) London, United Kingdom	115.46	86	0.36
---	Finance Department, London School of Economics (LSE) London, United Kingdom	115.48	12	0.14
86	Economics Department, Pomona College Claremont, California (USA)	116.51	11	0.4
87	Fakultät für Wirtschaftswissenschaften, Rheinisch-Westfälische Technische Hochschule Aachen Aachen, Germany	118.22	17	0.19
---	Center for Economic Studies, Census Bureau, Department of Commerce, Government of the United States Washington, District of Columbia (USA)	119.81	46	0.66
---	Department of Management, London School of Economics (LSE) London, United Kingdom	120.9	12	0.17
88	Institute of Economics, Tsinghua University Beijing, China	121	4	0.5
89	Stanford Institute for Economic Policy Research (SIEPR), Stanford University Stanford, California (USA)	122.83	22	0.06
90	School of Management, Yale University New Haven, Connecticut (USA)	122.84	32	0.18
91	Facoltà di Economia, Università degli Studi di Roma "Tor Vergata" Roma, Italy	123.71	108	1.65
92	Banque de France Paris, France	125.69	189	0.95
93	Federal Reserve Bank of Chicago Chicago, Illinois (USA)	127.08	60	0.1
94	Solvay Brussels School of Economics and Management, Université Libre de Bruxelles Bruxelles, Belgium	128.02	171	0.51
95	Facultad de Economía, Universidad del Rosario Santa Fe de Bogotá, Colombia	128.32	50	0.82
96	Department of Economics, University of Birmingham Birmingham, United Kingdom	130.56	52	1.14
97	Department of Economics, University of Chicago Chicago, Illinois (USA)	131.52	79	0.08
---	Laboratoire d'Économie d'Orléans (LEO), Faculté de droit, d'économie et de gestion, Université d'Orléans Orléans, France	131.8	50	0.14
98	Faculté de droit, d'économie et de gestion, Université d'Orléans Orléans, France	131.8	54	0.14
99	Vancouver School of Economics, University of British Columbia Vancouver, Canada	134.65	59	0.32
100	Faculté des sciences économiques et sociales - Wirtschafts- und Sozialwissenschaftliche Fakultät, Université de Fribourg - Universität Freiburg Fribourg/Freiburg, Switzerland	135.78	26	0.2
---	Departement d'Économie Politique, Faculté des sciences économiques et sociales - Wirtschafts- und Sozialwissenschaftliche Fakultät, Université de Fribourg - Universität Freiburg Fribourg/Freiburg, Switzerland	135.78	11	0.2
---	Directorate for Science, Technology and Industry (DSTI), Organisation de Coopération et de Développement Économiques (OCDE) Paris, France	136.3	21	0.81
---	Institut d'Anàlisi Econòmica CSIC (IAE-CSIC), Barcelona School of Economics (BSE) Barcelona, Spain	136.46	22	0.33
101	Department of Economics, University College London (UCL) London, United Kingdom	136.74	67	0.64
102	Wydział Nauk Ekonomicznych, Uniwersytet Warszawski Warszawa, Poland	138.47	152	3.78
103	Faculteit Economie en Bedrijfskunde, Universiteit Gent Gent, Belgium	139.04	106	0.27
104	School of Economics, University of Nottingham Nottingham, United Kingdom	139.78	121	0.9
105	Business School, Hunan University Changsha, China	140.6	3	0.16
106	Economics Department, Brown University Providence, Rhode Island (USA)	141.1	63	0.09
107	Department of Economics, Southern Methodist University Dallas, Texas (USA)	143.14	28	0.14
108	European Xtramile Centre of African Studies (EXCAS) Liège, Belgium	145.42	2	0.05
109	Economics Department, Queen's University Kingston, Canada	145.58	50	0.23
110	Laboratory of Economics and Management (LEM), Scuola Superiore Sant'Anna Pisa, Italy	148.88	39	0.56
111	Department Volkswirtschaftlehre, Universität Bern Bern, Switzerland	151.31	39	0.72
112	Centro Studi di Economia e Finanza (CSEF) Napoli, Italy	151.73	60	1
---	Innocenzo Gasparini Institute for Economic Research (IGIER), Università Commerciale Luigi Bocconi Milano, Italy	152.02	48	0.1
---	Institut für Volkswirtschaftslehre, Wirtschaftswissenschaftliche Fakutät, Universität Zürich Zürich, Switzerland	152.52	91	0.2
113	Banco de España Madrid, Spain	154.35	117	1.09
114	Edinburgh Business School, Heriot-Watt University Edinburgh, United Kingdom	155.21	7	0.06
115	Department of Economics, University of California-San Diego (UCSD) La Jolla, California (USA)	155.26	52	0.26
---	Applied Economics Workshop, Booth School of Business, University of Chicago Chicago, Illinois (USA)	155.55	3	0.02
116	Department of Statistics, University of Warwick Coventry, United Kingdom	157.98	5	0.08
---	Dipartimento di Economia e Finanza, Facoltà di Economia, Università degli Studi di Roma "Tor Vergata" Roma, Italy	159.56	61	1.32
117	Research Institute of Economy, Trade and Industry (RIETI) Tokyo, Japan	160.07	49	0.26
118	School of Economics and Management, Universiteit van Tilburg Tilburg, Netherlands	161	143	0.38
---	Finance Department, Stern School of Business, New York University (NYU) New York City, New York (USA)	161.63	16	0.22
119	EconomiX, Université Paris-Nanterre (Paris X) Nanterre, France	161.79	122	0.26
120	Department of Economics and Related Studies, University of York York, United Kingdom	162.16	86	0.14
---	CentER Graduate School for Economics and Business, School of Economics and Management, Universiteit van Tilburg Tilburg, Netherlands	162.67	101	0.38
---	International Centre for Innovation, Technology and Education Studies (iCite), Solvay Brussels School of Economics and Management, Université Libre de Bruxelles Bruxelles, Belgium	164.89	15	0.47
121	Management School, Lancaster University Lancaster, United Kingdom	167.45	66	0.47
122	Deutsche Bundesbank Frankfurt, Germany	168.76	169	1.49
123	Swiss Finance Institute Genève/Zürich, Switzerland	169.31	29	0.26
124	J. Mack Robinson College of Business, Georgia State University Atlanta, Georgia (USA)	171.37	6	0.2
125	Department of Economics, University of Massachusetts-Amherst Amherst, Massachusetts (USA)	172.48	28	0.08
126	Federal Reserve Bank of Cleveland Cleveland, Ohio (USA)	173.04	74	0.66
---	Economic Research, Federal Reserve Bank of Cleveland Cleveland, Ohio (USA)	173.04	50	0.66
127	Fisher College of Business, Ohio State University Columbus, Ohio (USA)	173.39	10	0.02

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.

Rank	Author	Score
1	Whitney Newey Economics Department, Massachusetts Institute of Technology (MIT), Cambridge, Massachusetts (USA)	1.63
2	Victor Chernozhukov Economics Department, Massachusetts Institute of Technology (MIT), Cambridge, Massachusetts (USA)	3.44
3	Sendhil Mullainathan Booth School of Business, University of Chicago, Chicago, Illinois (USA)	3.69
4	Shaen Corbet Business School, Dublin City University, Dublin, Ireland	3.76
5	Susan Carleton Athey Graduate School of Business, Stanford University, Stanford, California (USA)	6.61
6	Avi Goldfarb Rotman School of Management, University of Toronto, Toronto, Canada	7.15
7	Michael Lechner School of Economics and Political Science, Universität St. Gallen, Sankt Gallen, Switzerland	7.26
8	Joshua Gans Rotman School of Management, University of Toronto, Toronto, Canada	10.8
9	Erik Brynjolfsson National Bureau of Economic Research (NBER), Cambridge, Massachusetts (USA) Stanford Institute for Economic Policy Research (SIEPR), Stanford University, Stanford, California (USA)	11.14
10	Dacheng Xiu Booth School of Business, University of Chicago, Chicago, Illinois (USA)	11.54
11	Fuwei Jiang Central University of Finance and Economics (CUFE), Beijing, China	14.53
12	Ajay K. Agrawal Rotman School of Management, University of Toronto, Toronto, Canada	15.13
13	Luc Laeven European Central Bank, Frankfurt am Main, Germany	18.15
14	Leonardo Gambacorta Bank for International Settlements (BIS), Basel, Switzerland	21.26
15	Anton Korinek Department of Economics, University of Virginia, Charlottesville, Virginia (USA)	21.32
16	Marco Vivarelli Dipartimento di Politica Economica, Dipartimenti e Istituti di Scienze Economiche, Università Cattolica del Sacro Cuore, Milano, Italy	22.96
17	Aman Ullah Department of Economics, University of California-Riverside, Riverside, California (USA)	23.94
18	Christopher Rauh Faculty of Economics, University of Cambridge, Cambridge, United Kingdom	24.85
19	David Neumark Department of Economics, University of California-Irvine, Irvine, California (USA)	25.3
20	Wim Naude Fakultät für Wirtschaftswissenschaften, Rheinisch-Westfälische Technische Hochschule Aachen, Aachen, Germany	26.68
21	Domenico Giannone Department of Economics, University of Washington, Seattle, Washington (USA)	26.69
22	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	27.08
23	Stephen Eliot Hansen Business School, Imperial College, London, United Kingdom	28.23
24	Noam Yuchtman Department of Management, London School of Economics (LSE), London, United Kingdom	29.24
25	Hannes Felix Mueller Institut d'Anàlisi Econòmica CSIC (IAE-CSIC), Barcelona School of Economics (BSE), Barcelona, Spain	29.59
26	Christophe Hurlin Laboratoire d'Économie d'Orléans (LEO), Faculté de droit, d'économie et de gestion, Université d'Orléans, Orléans, France	30.52
27	John Gibson Department of Economics, Waikato Management School, University of Waikato, Hamilton, New Zealand	31.39
28	Rafal Weron Katedra Badań Operacyjnych i Inteligencji Biznesowej, Politechnika Wrocławska, Wrocław, Poland	31.44
29	Paul Anton Raschky Department of Economics, Monash Business School, Monash University, Melbourne, Australia	32.71
30	David Y. Yang Department of Economics, Harvard University, Cambridge, Massachusetts (USA)	33.81
31	Stelios Michalopoulos Economics Department, Brown University, Providence, Rhode Island (USA)	34.16
32	Martin 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
33	Achim Ahrens	35.73
34	Jesus Fernandez-Villaverde Department of Economics, University of Pennsylvania, Philadelphia, Pennsylvania (USA)	37.29
35	Fabio Montobbio Dipartimento di Politica Economica, Dipartimenti e Istituti di Scienze Economiche, Università Cattolica del Sacro Cuore, Milano, Italy	38.28
36	Yiping Huang China Center for Economic Research (CCER), Peking University, Beijing, China Institute of Digital Finance, Peking University, Beijing, China	41.3
37	Klaus Desmet Department of Economics, Southern Methodist University, Dallas, Texas (USA)	42.26
38	Michele Lenza European Central Bank, Frankfurt am Main, Germany	42.79
39	Tae Hwy Lee Department of Economics, University of California-Riverside, Riverside, California (USA)	44.67
40	Andrew 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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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.

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