Top Institutions and Economists in the Field of Human Capital and Human Resource Management, as of August 2026

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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.

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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 9358 institutions with 74012 registered authors evaluated for all the rankings
For Human Capital and Human Resource Management, these are 769 institutions and 938 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.

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

Top Institutions

Rank	Institution	Score	Authors	Author Shares
1	London School of Economics (LSE), London, United Kingdom	1	30	3.56
2	National Bureau of Economic Research (NBER), Cambridge, Massachusetts (United States)	2.00	56	1.41
-	London School of Economics (LSE) → Centre for Economic Performance (CEP), London, United Kingdom	3	18	1.30
3	University of Chicago → Department of Economics, Chicago, Illinois (United States)	3.20	5	0.97
4	Luxembourg Institute of Socio-Economic Research (LISER), Esch-sur-Alzette, Luxembourg	3.72	187	4.55
-	Luxembourg Institute of Socio-Economic Research (LISER) → IZA@LISER Network, Esch-sur-Alzette, Luxembourg	4.73	185	3.65
5	Universität Zürich → Wirtschaftswissenschaftliche Fakutält, Zürich, Switzerland	5.52	22	4.96
6	Stanford University → Department of Economics, Stanford, California (United States)	5.89	6	1.36
7	Harvard University → Department of Economics, Cambridge, Massachusetts (United States)	7.85	4	0.48
8	University of California-Berkeley → Department of Economics, Berkeley, California (United States)	8.27	6	0.43
9	University College London (UCL) → Department of Economics, London, United Kingdom	8.88	4	0.25
10	Ludwig-Maximilians-Universität München → Volkswirtschaftliche Fakultät, München, Germany	9.18	16	4.40
-	Universität Zürich → Wirtschaftswissenschaftliche Fakutält → Institut für Volkswirtschaftslehre, Zürich, Switzerland	9.25	11	1.85
11	Massachusetts Institute of Technology (MIT) → Economics Department, Cambridge, Massachusetts (United States)	10.75	6	0.73
12	Hoover Institution on War Revolution & Peace, Stanford, California (United States)	14.25	3	0.28
13	University of California-San Diego (UCSD) → Rady School of Management, La Jolla, California (United States)	14.26	2	0.55
14	Rheinische Friedrich-Wilhelms-Universität Bonn → Wirtschaftswissenschaftlicher Fachbereich, Bonn, Germany	14.44	7	1.65
-	London School of Economics (LSE) → Economics Department, London, United Kingdom	14.63	6	0.42
15	University of Chicago → Booth School of Business, Chicago, Illinois (United States)	15.07	3	1.06
16	Erasmus Universiteit Rotterdam → Faculteit der Economische Wetenschappen, Rotterdam, Netherlands	15.89	8	2.34
17	University of Pennsylvania → Wharton School of Business, Philadelphia, Pennsylvania (United States)	16.02	3	1.69
-	University of Pennsylvania → Wharton School of Business → Finance Department, Philadelphia, Pennsylvania (United States)	17.25	1	0.44
-	Government of the United States → Department of Commerce → Census Bureau, Washington, District of Columbia (United States)	19.09	4	0.83
17	Government of the United States → Department of Commerce, Washington, District of Columbia (United States)	19.09	4	0.83
19	Stanford University → Graduate School of Business, Stanford, California (United States)	19.44	3	0.63
20	University of British Columbia → Vancouver School of Economics, Vancouver, Canada	21.93	3	0.42
21	Centre for Economic Policy Research (CEPR), London, United Kingdom	21.96	52	0.82
22	Indiana University → School of Public and Environmental Affairs, Bloomington, Indiana (United States)	22.52	1	0.17
23	ifo Institut - Leibniz-Institut für Wirtschaftsforschung an der Universität München e.V., München, Germany	22.88	9	1.53
24	Yale University → Economics Department, New Haven, Connecticut (United States)	23.13	4	0.75
25	Goethe Universität Frankfurt am Main → Fachbereich Wirtschaftswissenschaft, Frankfurt am Main, Germany	24.40	5	1.12
26	Brown University → Economics Department, Providence, Rhode Island (United States)	24.72	4	0.48
27	Paris School of Economics, Paris, France	25.98	6	0.57
28	Monash University → Monash Business School, Melbourne, Australia	27.23	7	1.45
29	University of Warwick → Department of Economics, Coventry, United Kingdom	30.83	7	1.02
30	Universität zu Köln → Wirtschafts- und Sozialwissenschaftliche Fakultät, Köln, Germany	31.12	10	2.52
-	Monash University → Monash Business School → Department of Economics, Melbourne, Australia	31.18	6	1.43
31	Australian National University → College of Business and Economics → Research School of Economics → Social Policy Evaluation, Analysis and Research Centre (SPEAR), Canberra, Australia	31.50	1	0.06
32	Georgetown University → Economics Department, Washington, District of Columbia (United States)	31.97	1	0.45
33	Istituto Einaudi per l'Economia e la Finanza (EIEF), Roma, Italy	33.01	4	0.21
34	University College London (UCL) → Institute of Education → Social Research Institute, London, United Kingdom	34.10	2	0.60
35	Sciences Po → Sciences économiques, Paris, France	35.72	2	0.23
-	Erasmus Universiteit Rotterdam → Faculteit der Economische Wetenschappen → Capaciteitsgroep Algemene Economie, Rotterdam, Netherlands	36.18	4	1.86
36	University of Western Ontario → Department of Economics, London, Canada	36.35	4	0.85
-	Sciences Po → Sciences économiques → Department of Economics, Paris, France	36.77	2	0.23
37	Harvard University → Harvard Business School, Cambridge, Massachusetts (United States)	38.11	3	0.76
-	London School of Economics (LSE) → Finance Department, London, United Kingdom	39.21	2	0.75
38	University of Essex → Economics Department, Colchester, United Kingdom	39.42	6	1.14
39	Cornell University → Department of Economics, Ithaca, New York (United States)	39.88	5	0.40
40	CESifo, München, Germany	40.16	45	0.78
41	Barcelona School of Economics (BSE), Barcelona, Spain	41.00	6	1.26
-	Goethe Universität Frankfurt am Main → Fachbereich Wirtschaftswissenschaft → Abteilung Management und Mikroökonomik, Frankfurt am Main, Germany	41.42	3	1.00
42	Harvard University → Harvard Kennedy School, Cambridge, Massachusetts (United States)	42.02	5	0.31
43	Norges Handelshøyskole (NHH), Bergen, Norway	43.31	8	1.27
44	Maastricht University → School of Business and Economics, Maastricht, Netherlands	43.49	9	0.94
45	Aarhus Universitet → Institut for Økonomi, Aarhus, Denmark	43.55	8	1.43
46	Columbia University → School of Arts and Sciences → Department of Economics, New York City, New York (United States)	43.78	3	0.24
47	University of Rochester → William E. Simon Graduate School of Business Administration, Rochester, New York (United States)	44.26	1	0.50
48	Institute for Fiscal Studies (IFS), London, United Kingdom	44.30	9	0.58
49	Centro Studi di Economia e Finanza (CSEF), Napoli, Italy	45.99	5	2.02
50	Stanford University → Stanford Institute for Economic Policy Research (SIEPR), Stanford, California (United States)	47.29	3	0.16
51	University of Nottingham → School of Economics, Nottingham, United Kingdom	47.62	3	0.26
52	University of Toronto → Department of Economics, Toronto, Canada	48.85	3	0.69
53	Columbia University → Graduate School of Business, New York City, New York (United States)	50.59	4	0.63
54	Purdue University → Mitch Daniels School of Business, West Lafayette, Indiana (United States)	50.64	5	1.72
-	Purdue University → Mitch Daniels School of Business → Department of Economics, West Lafayette, Indiana (United States)	51.88	4	1.47
-	London School of Economics (LSE) → Department of Management, London, United Kingdom	54.28	2	0.26
-	Government of the United States → Department of Commerce → Census Bureau → Center for Economic Studies, Washington, District of Columbia (United States)	54.32	3	0.57
55	Federal Reserve Bank of Minneapolis, Minneapolis, Minnesota (United States)	55.57	3	0.52
56	World Bank Group, Washington, District of Columbia (United States)	56.35	5	0.93
57	University of Toronto → Rotman School of Management, Toronto, Canada	56.40	3	1.09
-	Barcelona School of Economics (BSE) → Institut d'Anàlisi Econòmica CSIC (IAE-CSIC), Barcelona, Spain	56.83	3	0.41
-	Columbia University → Graduate School of Business → Finance and Economics Department, New York City, New York (United States)	56.94	2	0.39
58	Rice University → Department of Economics, Houston, Texas (United States)	57.42	1	0.18
59	University of Wisconsin → Economics Department, Milwaukee, Wisconsin (United States)	57.66	1	0.46
60	Università degli Studi di Milano → Dipartimento di Economia, Management e Metodi Quantitativi (DEMM), Milano, Italy	58.79	6	0.98
-	London School of Economics (LSE) → Suntory and Toyota International Centres for Economics and Related Disciplines (STICERD), London, United Kingdom	58.81	2	0.16
61	Northwestern University → Kellogg Graduate School of Management, Evanston, Illinois (United States)	59.01	3	0.54
-	University of Nottingham → School of Economics → Centre for Decision Research and Experimental Economics (CeDEx), Nottingham, United Kingdom	59.51	2	0.18
-	Harvard University → Department of Economics → Harvard Institute of Economic Research (HIER), Cambridge, Massachusetts (United States)	61.12	1	0.05
62	Uniwersytet Warszawski → Wydział Nauk Ekonomicznych, Warszawa, Poland	61.43	3	0.90
-	University of Georgia → Terry College of Business → Department of Economics, Athens, Georgia (United States)	61.51	2	0.78
62	University of Georgia → Terry College of Business, Athens, Georgia (United States)	61.51	2	0.78
64	Stockholms Universitet → Institutet för Social Forskning (SOFI), Stockholm, Sweden	63.16	7	0.82
65	University of Bristol → School of Economics, Bristol, United Kingdom	64.67	4	1.13
66	Cornell University → SC Johnson College of Business, Ithaca, New York (United States)	66.11	1	0.17
67	Florida State University → Department of Economics, Tallahassee, Florida (United States)	66.19	1	0.42
68	Universität Konstanz → Fachbereich Wirtschaftswissenschaften, Konstanz, Germany	67.17	6	1.40
69	Humboldt-Universität Berlin → Wirtschaftswissenschaftliche Fakultät, Berlin, Germany	68.09	4	1.57
70	Dartmouth College → Tuck School of Business, Hanover, New Hampshire (United States)	68.26	1	0.16
71	University of Pennsylvania → Department of Economics, Philadelphia, Pennsylvania (United States)	68.71	2	0.47
72	George Mason University → Schar School of Policy and Government, Arlington, Virginia (United States)	69.32	1	0.11
73	Universidad Carlos III de Madrid → Departamento de Economía, Madrid, Spain	69.70	3	0.53
74	Johannes-Kepler-Universität Linz → Institut für Volkswirtschaftslehre, Linz, Austria	69.81	7	2.32
-	Institute for Fiscal Studies (IFS) → ESRC Centre for the Microeconomic Analysis of Public Policy (CPP), London, United Kingdom	69.89	7	0.28
-	Luxembourg Institute of Socio-Economic Research (LISER) → LISER Resident Research Staff, Esch-sur-Alzette, Luxembourg	70.66	4	0.90
-	Harvard University → Harvard Business School → Strategy Unit, Cambridge, Massachusetts (United States)	71.23	2	0.46
75	Università Commerciale Luigi Bocconi, Milano, Italy	74.01	5	0.47
-	Norges Handelshøyskole (NHH) → Institutt for samfunnsøkonomi, Bergen, Norway	74.31	4	0.75
76	Eberhard-Karls-Universität Tübingen → Wirtschaftswissenschaftlichen Fakultät, Tübingen, Germany	75.29	2	1.33

Top Authors

Rank	Author	Score
1	Nicholas Bloom Stanford University → Department of Economics, Stanford, California (United States)	1.71
2	John van Reenen London School of Economics (LSE) → Centre for Economic Performance (CEP), London, United Kingdom	3.44
3	James J. Heckman University of Chicago → Department of Economics, Chicago, Illinois (United States)	4.49
4	David E. Card	4.95
5	Edward Lazear †	5.04
6	John List University of Chicago → Department of Economics, Chicago, Illinois (United States)	5.52
7	Richard B. Freeman	8.96
8	Alex Edmans University of Pennsylvania → Wharton School of Business → Finance Department, Philadelphia, Pennsylvania (United States)	10.36
9	Uri Gneezy University of California-San Diego (UCSD) → Rady School of Management, La Jolla, California (United States)	11.23
10	Andrei Shleifer Harvard University → Department of Economics, Cambridge, Massachusetts (United States) National Bureau of Economic Research (NBER), Cambridge, Massachusetts (United States)	11.64
11	Erik Brynjolfsson	13.74
12	Richard Blundell (Richard W. Blundell) University College London (UCL) → Department of Economics, London, United Kingdom	13.99
13	John S. Heywood University of Wisconsin → Economics Department, Milwaukee, Wisconsin (United States)	15.10
14	Alex Bryson University College London (UCL) → Institute of Education → Social Research Institute, London, United Kingdom	16.03
15	Oriana Bandiera London School of Economics (LSE) → Economics Department, London, United Kingdom London School of Economics (LSE) → Suntory and Toyota International Centres for Economics and Related Disciplines (STICERD), London, United Kingdom	17.00
16	David B. Audretsch Indiana University → School of Public and Environmental Affairs, Bloomington, Indiana (United States)	17.27
17	Eric Hanushek (Eric Hanusek) Hoover Institution on War Revolution & Peace, Stanford, California (United States)	17.29
18	Andrea Prat Columbia University → Graduate School of Business → Finance and Economics Department, New York City, New York (United States) Columbia University → School of Arts and Sciences → Department of Economics, New York City, New York (United States)	19.17
19	Flavio Cunha Rice University → Department of Economics, Houston, Texas (United States) National Bureau of Economic Research (NBER), Cambridge, Massachusetts (United States)	19.77
20	Zoltan J. Acs London School of Economics (LSE) → Department of Management, London, United Kingdom George Mason University → Schar School of Policy and Government, Arlington, Virginia (United States)	21.63
21	Philippe Aghion London School of Economics (LSE) → Centre for Economic Performance (CEP), London, United Kingdom Paris School of Economics, Paris, France	24.03
22	David Deming Harvard University → Harvard Kennedy School, Cambridge, Massachusetts (United States)	24.32
23	Raffaella Sadun	24.67
24	Ludger Woessmann ifo Institut - Leibniz-Institut für Wirtschaftsforschung an der Universität München e.V., München, Germany	25.07
25	Luigi Zingales University of Chicago → Booth School of Business, Chicago, Illinois (United States)	26.62
26	Jorn-Steffen Pischke	27.03
27	Thomas Lemieux University of British Columbia → Vancouver School of Economics, Vancouver, Canada	27.84
28	Esther Duflo Massachusetts Institute of Technology (MIT) → Economics Department, Cambridge, Massachusetts (United States)	28.68
29	Mark Huggett Georgetown University → Economics Department, Washington, District of Columbia (United States)	29.11
30	Kathryn Shaw Stanford University → Graduate School of Business, Stanford, California (United States)	29.61
31	Oded Galor Brown University → Economics Department, Providence, Rhode Island (United States)	29.95
32	Ernst Fehr Universität Zürich → Wirtschaftswissenschaftliche Fakutält → Institut für Volkswirtschaftslehre, Zürich, Switzerland	35.36
33	Costas Meghir Yale University → Economics Department, New Haven, Connecticut (United States)	36.63
34	Uwe Sunde Ludwig-Maximilians-Universität München → Volkswirtschaftliche Fakultät, München, Germany	36.65
35	Ron Kaniel University of Rochester → William E. Simon Graduate School of Business Administration, Rochester, New York (United States)	38.00
36	Jean-Marc Robin Sciences Po → Sciences économiques → Department of Economics, Paris, France	41.67
37	W. Bentley Macleod Yale University → Economics Department, New Haven, Connecticut (United States)	42.92
38	Daniel Hamermesh University of Texas-Austin → Department of Economics, Austin, Texas (United States)	43.41
39	Oded Stark Uniwersytet Warszawski → Wydział Nauk Ekonomicznych, Warszawa, Poland	43.83
40	Alan Manning London School of Economics (LSE) → Centre for Economic Performance (CEP), London, United Kingdom	43.86
41	Christian Dustmann University College London (UCL) → Department of Economics, London, United Kingdom University College London (UCL) → Centre for Research and Analysis of Migration (CReAM), London, United Kingdom	43.87
42	Mirjam van Praag (Celine Mirjam van Praag) Vrije Universiteit Amsterdam → Amsterdam Global Change Institute, Amsterdam, Netherlands	45.50
43	Gary Charness †	46.05
44	Steven Davis Hoover Institution on War Revolution & Peace, Stanford, California (United States)	47.27
45	Ron S. Jarmin Government of the United States → Department of Commerce → Census Bureau, Washington, District of Columbia (United States)	48.91
46	Lawrence Kahn	49.62
47	David Autor Massachusetts Institute of Technology (MIT) → Economics Department, Cambridge, Massachusetts (United States)	51.09
48	Paul Oyer	51.35
49	Victor Chaim Lavy University of Warwick → Department of Economics, Coventry, United Kingdom Hebrew University of Jerusalem → Department of Economics, Jerusalem, Israel	53.18
50	Mitchell Harvey Hoffman University of Toronto → Rotman School of Management, Toronto, Canada	53.53
51	Francine Blau Cornell University → Department of Economics, Ithaca, New York (United States)	53.62
52	David Jacob Cooper Florida State University → Department of Economics, Tallahassee, Florida (United States)	53.67
53	Gordon M. Phillips Dartmouth College → Tuck School of Business, Hanover, New Hampshire (United States)	55.07
54	Robert Dur Erasmus Universiteit Rotterdam → Faculteit der Economische Wetenschappen → Capaciteitsgroep Algemene Economie, Rotterdam, Netherlands	56.27
55	Todd Schoellman Federal Reserve Bank of Minneapolis, Minneapolis, Minnesota (United States)	56.35
56	Xavier Gabaix Harvard University → Department of Economics, Cambridge, Massachusetts (United States)	57.36
57	Roland Benabou	57.71
58	Marco Pagano Centro Studi di Economia e Finanza (CSEF), Napoli, Italy	57.94
59	Dirk Sliwka Universität zu Köln → Wirtschafts- und Sozialwissenschaftliche Fakultät, Köln, Germany Luxembourg Institute of Socio-Economic Research (LISER) → IZA@LISER Network, Esch-sur-Alzette, Luxembourg	58.22
60	Peter Kuhn	58.62
61	Chris M. Robinson University of Western Ontario → Department of Economics, London, Canada	60.00
62	Klaus M. Schmidt Ludwig-Maximilians-Universität München → Volkswirtschaftliche Fakultät, München, Germany	60.79
63	Patrick Kline University of California-Berkeley → Department of Economics, Berkeley, California (United States)	62.19
64	Uschi Backes-Gellner Universität Zürich → Wirtschaftswissenschaftliche Fakutält → Institut für Betriebswirtschaftslehre, Zürich, Switzerland	64.48
65	Dirk Jenter London School of Economics (LSE) → Finance Department, London, United Kingdom	64.61
66	Joerg Baten Eberhard-Karls-Universität Tübingen → Wirtschaftswissenschaftlichen Fakultät, Tübingen, Germany	64.88
67	Michael Kosfeld Goethe Universität Frankfurt am Main → Fachbereich Wirtschaftswissenschaft → Abteilung Management und Mikroökonomik, Frankfurt am Main, Germany	67.87
68	Luigi Guiso Istituto Einaudi per l'Economia e la Finanza (EIEF), Roma, Italy	67.89
69	David Huffman Cornell University → SC Johnson College of Business, Ithaca, New York (United States)	68.27
70	Lucia Smith Foster Government of the United States → Department of Commerce → Census Bureau → Center for Economic Studies, Washington, District of Columbia (United States)	69.45
71	Alma Cohen	70.00
72	Ghazala Azmat †	70.56
73	Thomas Dohmen Rheinische Friedrich-Wilhelms-Universität Bonn → Wirtschaftswissenschaftlicher Fachbereich, Bonn, Germany	72.35
74	Lisa B. Kahn University of Rochester → Economics Department, Rochester, New York (United States)	72.49
75	Isaac Ehrlich	75.10
76	Stefano DellaVigna University of California-Berkeley → Department of Economics, Berkeley, California (United States)	76.50
77	Fatih Guvenen University of Minnesota → Department of Economics, Minneapolis, Minnesota (United States)	77.40
78	Melvyn Glyn Coles University of Essex → Economics Department, Colchester, United Kingdom	78.76
79	Jesse Rothstein	80.44
80	Paola Sapienza Northwestern University → Kellogg Graduate School of Management, Evanston, Illinois (United States)	80.53
81	Thomas Zwick Bayerische Julius-Maximilians-Universität Würzburg → Wirtschaftswissenschaftliche Fakultät → Betriebswirtschaftliches Institut, Würzburg, Germany	80.80
82	Jere Richard Behrman University of Pennsylvania → Department of Economics, Philadelphia, Pennsylvania (United States)	80.92
83	V. Joseph Hotz Duke University → Department of Economics, Durham, North Carolina (United States)	81.01
84	Maitreesh Ghatak London School of Economics (LSE) → Economics Department, London, United Kingdom	81.58
85	Simon Gächter (Simon Gaechter) University of Nottingham → School of Economics → Centre for Decision Research and Experimental Economics (CeDEx), Nottingham, United Kingdom	81.92
86	Armin Falk Rheinische Friedrich-Wilhelms-Universität Bonn → Wirtschaftswissenschaftlicher Fachbereich, Bonn, Germany	85.49
87	Barbara Petrongolo Oxford University → Department of Economics, Oxford, United Kingdom	85.79
88	Christopher Cornwell University of Georgia → Terry College of Business → Department of Economics, Athens, Georgia (United States)	86.07
89	Jan van Ours Erasmus Universiteit Rotterdam → Faculteit der Economische Wetenschappen, Rotterdam, Netherlands	91.04
90	Ana Rute Cardoso Barcelona School of Economics (BSE) → Institut d'Anàlisi Econòmica CSIC (IAE-CSIC), Barcelona, Spain	91.23
91	Takao Kato Colgate University → Department of Economics, Hamilton, New York (United States)	94.06
92	Matthew Neidell Columbia University → Mailman School of Public Health → Department of Health Policy and Management, New York City, New York (United States)	94.84
93	Florian Englmaier Ludwig-Maximilians-Universität München → Volkswirtschaftliche Fakultät, München, Germany	95.66

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, institution database, and ranking computations by Christian Zimmermann.
RePEc has been initiated by Thomas Krichel.

We do our best, but we cannot exclude errors.

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