IDEAS home Printed from https://ideas.repec.org/top/old/2008/top.sog.html
 

Top 10% Institutions and Economists in the Field of Sociology of Economics, as of August 2020

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.
  • 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 8140 institutions with 59326 registered authors evaluated for all the rankings.

Similar rankings

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
RegionsShort 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 Sociology of Economics

For Sociology of Economics, these are 246 authors affiliated with 1548 institutions.
All authors classified in this field.

RankInstitutionScoreAuthorsAuthor shares
1National Bureau of Economic Research (NBER)

Cambridge, Massachusetts (USA)

1.54331.94
2Department of Economics, Harvard University

Cambridge, Massachusetts (USA)

3.63712.52
3Department of Economics, University of California-Berkeley

Berkeley, California (USA)

4.65560.65
4African Governance and Development Institute (AGDI)

Yaoundé, Cameroun

5.7980.94
5Institute of Labor Economics (IZA)

Bonn, Germany

6.149261.4
6Department of Economics, University of Chicago

Chicago, Illinois (USA)

7.93770.32
7Department of Economics, Vanderbilt University

Nashville, Tennessee (USA)

8.53401.15
8Department of Economics, University of Warwick

Coventry, United Kingdom

9.4861.3
9Economics Department, Massachusetts Institute of Technology (MIT)

Cambridge, Massachusetts (USA)

9.42550.24
10Business School, University of Technology Sydney

Sydney, Australia

9.43892.85
---Economics Discipline Group, Business School, University of Technology Sydney

Sydney, Australia

12.6411.1
11Solvay Brussels School of Economics and Management, Université Libre de Bruxelles

Bruxelles, Belgium

14.621631.83
12Sussex Business School, University of Sussex

Brighton, United Kingdom

14.77881.91
13Departamento de Economía, Universidad Carlos III de Madrid

Madrid, Spain

17.02601.07
14Department of Economics, Stanford University

Stanford, California (USA)

17.79581.56
---European Centre for Advanced Research in Economics and Statistics (ECARES), Solvay Brussels School of Economics and Management, Université Libre de Bruxelles

Bruxelles, Belgium

18.52660.4
15London School of Economics (LSE)

London, United Kingdom

19.142970.7
16Scheller College of Business, Georgia Institute of Technology

Atlanta, Georgia (USA)

20.7491.1
17ifo Institut - Leibniz-Institut für Wirtschaftsforschung an der Universität München e.V.

München, Germany

21.391662.62
18Center for Research in Economics, Management and the Arts (CREMA)

Basel/Zürich, Switzerland

22.2190.1
19Department of Agricultural and Resource Economics, University of Maryland

College Park, Maryland (USA)

22.49280.55
20Università Commerciale Luigi Bocconi

Milano, Italy

26.831701.01
21Waikato Management School, University of Waikato

Hamilton, New Zealand

27.98401.18
22Booth School of Business, University of Chicago

Chicago, Illinois (USA)

28.08630.11
23Department of Finance, National Taiwan University

Taipei, Taiwan

28.7121
---Department of Economics, Waikato Management School, University of Waikato

Hamilton, New Zealand

29.73311.18
24Kennedy School of Government, Harvard University

Cambridge, Massachusetts (USA)

31.44780.33
---Science Policy Research Unit (SPRU), Sussex Business School, University of Sussex

Brighton, United Kingdom

31.92231.29
---Centre for Economic Performance (CEP), London School of Economics (LSE)

London, United Kingdom

32.51760.24
25Economics Department, Brown University

Providence, Rhode Island (USA)

32.71550.3
26Department of Economics, Middlebury College

Middlebury, Vermont (USA)

33.39160.35
27Graduate School of Business, Stanford University

Stanford, California (USA)

34.22380.16
28Barcelona Graduate School of Economics (Barcelona GSE)

Barcelona, Spain

34.611600.59
29Federal Reserve Bank of San Francisco

San Francisco, California (USA)

35.73380.62
30Economics Department, Michigan State University

East Lansing, Michigan (USA)

36.65560.22
---Economic Research, Federal Reserve Bank of San Francisco

San Francisco, California (USA)

41.1320.57
31Groupe de Recherche en Économie Théorique et Appliquée (GREThA), Université de Bordeaux

Bordeaux, France

41.53810.87
32Paris School of Economics

Paris, France

41.792010.52
33School of Business and Economics, Maastricht University

Maastricht, Netherlands

42.81911.11
34Faculteit Economie en Bedrijfswetenschappen, KU Leuven

Leuven, Belgium

43.561390.77
35Andrew Young School of Policy Studies, Georgia State University

Atlanta, Georgia (USA)

43.71690.52
---Department of Economics, Andrew Young School of Policy Studies, Georgia State University

Atlanta, Georgia (USA)

43.71640.52
36United Nations University-Maastricht Economic Research Institute of Innovation and Technology (UNU-MERIT)

Maastricht, Netherlands

43.861031.84
37Department of Economics, University of California-San Diego (UCSD)

La Jolla, California (USA)

45.71500.14
38Department of Economics, New York University (NYU)

New York City, New York (USA)

45.78550.13
39Department of Economics, University of Texas-Austin

Austin, Texas (USA)

46.35470.45
40Department of Economics, University of Western Ontario

London, Canada

46.41500.65
41Sciences économiques, Sciences Po

Paris, France

48.241050.36
42Economics Department, Queen's University

Kingston, Canada

53.7500.74
43Department of Economics, University of Toronto

Toronto, Canada

54.74650.46
---Department of Economics, Sciences économiques, Sciences Po

Paris, France

55.94420.27
44Katz Graduate School of Business, University of Pittsburgh

Pittsburgh, Pennsylvania (USA)

58.160.33
45Rotman School of Management, University of Toronto

Toronto, Canada

59.45450.49
46Economics Department, Williams College

Williamstown, Massachusetts (USA)

61.15320.32
---Department of Finance, College of Management, Asia University

Wufeng, Taiwan

62.4370.09
47College of Management, Asia University

Wufeng, Taiwan

62.43190.09
48Department of Economics, University of Virginia

Charlottesville, Virginia (USA)

63.26370.35
49Motu: Economic & Public Policy Research

Wellington, New Zealand

63.87250.57
50Department of Economics, Princeton University

Princeton, New Jersey (USA)

64.69581.27
51Faculteit Economie en Bedrijfskunde, Rijksuniversiteit Groningen

Groningen, Netherlands

65.56791.16
52School of Management, Yale University

New Haven, Connecticut (USA)

66.08310.28
53Department of Public Policy, Tel Aviv University

Tel Aviv, Israel

66.1410.4
54Monash Business School, Monash University

Melbourne, Australia

66.811640.57
55Harris School of Public Policy, University of Chicago

Chicago, Illinois (USA)

71.14250.17
56International Monetary Fund (IMF)

Washington, District of Columbia (USA)

72.654440.95
---Departament d'Economia i Empresa, Universitat Pompeu Fabra, Barcelona Graduate School of Economics (Barcelona GSE)

Barcelona, Spain

72.93920.33
57Toulouse School of Economics (TSE)

Toulouse, France

73.491581.23
---Economics Department, College of Business, James Madison University

Harrisonburg, Virginia (USA)

73.8460.5
58College of Business, James Madison University

Harrisonburg, Virginia (USA)

73.8480.5
59Department of Economics, State University of New York-Binghamton (SUNY)

Binghamton, New York (USA)

75.42231
60School of Public Affairs, Arizona State University

Phoenix, Arizona (USA)

75.5410.15
61Department of Economics, Royal Holloway

Egham, United Kingdom

76.01270.47
62Department of Economics, Oxford University

Oxford, United Kingdom

76.641740.2
63Tinbergen Instituut

Amsterdam, Netherlands

79.651221.07
---Department of Economics, Faculty of Economics and Management, University of Cyprus

Nicosia, Cyprus

81.9250.52
64Faculty of Economics and Management, University of Cyprus

Nicosia, Cyprus

81.9300.52
65World Bank Group

Washington, District of Columbia (USA)

82.135402.1
66Faculty of Economics, University of Cambridge

Cambridge, United Kingdom

84.8640.36
67Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München

München, Germany

85.47910.72
68Economics Department, Georgetown University

Washington, District of Columbia (USA)

86.03470.19
69Department of Economics, University of California-Santa Barbara (UCSB)

Santa Barbara, California (USA)

86.48270.32
70School of Economics, University of Nottingham

Nottingham, United Kingdom

87.131120.38
71Dipartimento di Ingegneria Gestionale, Politecnico di Milano

Milano, Italy

92.17161.61
---Research Division, Federal Reserve Bank of St. Louis

St. Louis, Missouri (USA)

93.86590.41
72Federal Reserve Bank of St. Louis

St. Louis, Missouri (USA)

93.86690.41
---Department of Economics, Monash Business School, Monash University

Melbourne, Australia

94.94740.34
---Innocenzo Gasparini Institute for Economic Research (IGIER), Università Commerciale Luigi Bocconi

Milano, Italy

95.71500.08
73Department of Economics, University of Calgary

Calgary, Canada

96.18351.36
74Dipartimento di Economia, Management e Metodi Quantitativi (DEMM), Università degli Studi di Milano

Milano, Italy

97.01730.42
75Banco de la Republica de Colombia

Bogotá, Colombia

97.31211.4
76Centre de Recherche en Économie et Statistique (CREST)

Palaiseau, France

97.63900.34
77Department of Economics, Hebrew University of Jerusalem

Jerusalem, Israel

100.33371.05
78Department of Economics, University of Maryland

College Park, Maryland (USA)

100.98460.19
79Federal Reserve Bank of Chicago

Chicago, Illinois (USA)

104.55590.58
80School of Economics, Faculty of Arts and Social Sciences, University of Sydney

Sydney, Australia

105.5600.77
81Crawford School of Public Policy, Australian National University

Canberra, Australia

106.41590.21
---Graduate School of Business and Economics (GSBE), School of Business and Economics, Maastricht University

Maastricht, Netherlands

107.54260.41
82Centre d'Économie de l'Université Paris-Nord (CEPN), Université Paris-13

Paris, France

108.39772.41
83Department of Economics, University of Colorado

Boulder, Colorado (USA)

110.31370.29
84Dipartimento di Scienze Economiche, Alma Mater Studiorum - Università di Bologna

Bologna, Italy

110.321060.86
85Wharton School of Business, University of Pennsylvania

Philadelphia, Pennsylvania (USA)

112.23840.34
86Groupe d'Analyse et de Théorie Économique Lyon St-Étienne (GATE Lyon St-Étienne), Université de Lyon

Lyon, France

113.79700.54
87Economics Department, University of Michigan

Ann Arbor, Michigan (USA)

114.11630.17
88Department of Economics, University of Southern California

Los Angeles, California (USA)

115.67500.08
89Department of Economics, Iowa State University

Ames, Iowa (USA)

117.89480.46
90Questrom School of Business, Boston University

Boston, Massachusetts (USA)

120.03180.33
91Centro Studi di Economia e Finanza (CSEF)

Napoli, Italy

120.92530.13
92Centre for Economic Policy Research (CEPR)

London, United Kingdom

124.683290.15
93Dipartimento di Scienze Economiche "Marco Fanno", Università degli Studi di Padova

Padova, Italy

127.7440.56
94Faculty of Business and Economics, University of Melbourne

Melbourne, Australia

128.55970.71
95École des Hautes Études en Sciences Sociales (EHESS)

Paris, France

129.3120.12
---Centre d'analyse et de mathématiques sociales (CAMS), École des Hautes Études en Sciences Sociales (EHESS)

Paris, France

129.330.12
96École d'Économie d'Aix-Marseille, Aix-Marseille Université

Aix-en-Provence/Marseille, France

130.321080.31
97School of Economics, University of Edinburgh

Edinburgh, United Kingdom

130.37390.3
---Department of Economics, Sussex Business School, University of Sussex

Brighton, United Kingdom

131.73540.62
98Department of Economics, Cornell University

Ithaca, New York (USA)

136.52420.14
---Onderzoekseenheid Bedrijfseconomie, Strategie en Innovatie, Faculteit Economie en Bedrijfswetenschappen, KU Leuven

Leuven, Belgium

136.94140.49
99Department of Economics, Ball State University

Muncie, Indiana (USA)

139.83111.1
100Dipartimenti e Istituti di Scienze Economiche, Università Cattolica del Sacro Cuore

Italy

140.99940.77
---Groupement de Recherche en Économie Quantitative d'Aix-Marseille (GREQAM), École d'Économie d'Aix-Marseille, Aix-Marseille Université

Marseille, France

141.71780.25
101Department of Economics, University of Pennsylvania

Philadelphia, Pennsylvania (USA)

142.06430.28
102Economics Department, University of Richmond

Richmond, Virginia (USA)

142.56161
103Wellington School of Business and Government, Victoria University of Wellington

Wellington, New Zealand

142.59450.66
104Business School, Deakin University

Melbourne, Australia

143.12760.22
---Department of Economics, Business School, Deakin University

Melbourne, Australia

143.12430.22
105School of International and Public Affairs (SIPA), Columbia University

New York City, New York (USA)

143.96260.05
106Banca d'Italia

Roma, Italy

144.082581.65
107Economics Department, Barnard College, Columbia University

New York City, New York (USA)

145.1690.03
108Bank for International Settlements (BIS)

Basel, Switzerland

145.51800.12
109CESifo

München, Germany

146.473060.21
110Business School, University of Canterbury

Christchurch, New Zealand

148.55271.14
111Guanghua School of Management, Peking University

Beijing, China

148.58320.43
112Department of Economics, University of California-Los Angeles (UCLA)

Los Angeles, California (USA)

149.16520.38
113Department of Economics, University of Missouri-St. Louis

St. Louis, Missouri (USA)

150.02100.83
114Economics Department, Dartmouth College

Hanover, New Hampshire (USA)

151.31340.2
115Banque de France

Paris, France

153.081690.68
116Department of Economics, University of Crete

Rethymnon, Greece

153.52230.43
117Department of Economics, Brigham Young University

Provo, Utah (USA)

157.15221.16
118DIW Berlin (Deutsches Institut für Wirtschaftsforschung)

Berlin, Germany

158.061500.32
119Department of Economics, Emory University

Atlanta, Georgia (USA)

158.88260.16
---Centrum voor Economische Studiën, Faculteit Economie en Bedrijfswetenschappen, KU Leuven

Leuven, Belgium

161.28530.16
---The Maurice Falk Institute for Economic Research in Israel, Department of Economics, Hebrew University of Jerusalem

Jerusalem, Israel

163.811
120Department of Economics, University of Kansas

Lawrence, Kansas (USA)

164.25140.29
121Harvard Business School, Harvard University

Cambridge, Massachusetts (USA)

165.62440.07
122Økonomisk Institut, Københavns Universitet

København, Denmark

165.64740.3
123Kellogg Graduate School of Management, Northwestern University

Evanston, Illinois (USA)

167.97490.09
---Department of Economics and Finance, Business School, University of Canterbury

Christchurch, New Zealand

169.88240.47
124Ekonomihögskolan, Lunds Universitet

Lund, Sweden

170.171130.98
125Department of Economics, University of Notre Dame

South Bend, Indiana (USA)

171.18470.3
---Department of Economics, Faculty of Business and Economics, Macquarie University

Sydney, Australia

173.21302.16
126Faculty of Business and Economics, Macquarie University

Sydney, Australia

173.21432.16
127Dipartimento di Scienze Statistiche, "Sapienza" Università di Roma

Roma, Italy

173.83161.28
128Department of Economics, Ohio State University

Columbus, Ohio (USA)

173.9380.2
129Wydział Nauk Ekonomicznych, Uniwersytet Warszawski

Warszawa, Poland

174.74972.09
130Anderson Graduate School of Management, University of California-Los Angeles (UCLA)

Los Angeles, California (USA)

175.43300.07
131School of Economics, University of East Anglia

Norwich, United Kingdom

175.99280.53
132Österreichisches Institut für Wirtschaftsforschung (WIFO)

Wien, Austria

177.76551.25
133Department of Economics, American University

Washington, District of Columbia (USA)

181.32280.51
134Facoltà di Economia, Università degli Studi di Roma "Tor Vergata"

Roma, Italy

184.981031.55
135Business School, Queensland University of Technology

Brisbane, Australia

186.13361.65
136Organisation de Coopération et de Développement Économiques (OCDE)

Paris, France

187.082411.47
137Louvain Institute of data Analysis and Modelling in Economics and Statistics (LIDAM), Université Catholique de Louvain

Louvain-la-Neuve, Belgium

187.311140.12
138Business School, Durham University

Durham, United Kingdom

187.87452.86
139Wirtschaftswissenschaftliche Fakutät, Universität Zürich

Zürich, Switzerland

188.091550.57
---Economics Research, World Bank Group

Washington, District of Columbia (USA)

189.091200.11
140Geneva Finance Research Institute (GFRI), Université de Genève

Genève, Switzerland

189.1890.03
---Finance Department, Wharton School of Business, University of Pennsylvania

Philadelphia, Pennsylvania (USA)

190.4290.02
141Department of Economics, Carleton University

Ottawa, Canada

190.45510.42
---Dipartimento di Economia e Finanza, Facoltà di Economia, Università degli Studi di Roma "Tor Vergata"

Roma, Italy

190.53581.52
142Département d'Économie / Department of Economics, Université d'Ottawa / University of Ottawa

Ottawa, Canada

192.56430.91
---Center for Operations Research and Econometrics (CORE), Louvain Institute of data Analysis and Modelling in Economics and Statistics (LIDAM), Université Catholique de Louvain

Louvain-la-Neuve, Belgium

192.9560.1
---Arndt-Corden Department of Economics, Crawford School of Public Policy, Australian National University

Canberra, Australia

196.05360.11
---Knowledge, Internationalization and Technology Studies (KITeS/CESPRI), Università Commerciale Luigi Bocconi

Milano, Italy

196.0660.18
143Department of Economics, Simon Fraser University

Burnaby, Canada

197.63370.16
144Leonard D. Schaeffer Center for Health Policy and Economics, University of Southern California

Los Angeles, California (USA)

198.02190.04
145Department of Economics, McMaster University

Hamilton, Canada

198.26510.33
---Research and Statistics Group, Federal Reserve Bank of New York

New York City, New York (USA)

200.13590.18
146Federal Reserve Bank of New York

New York City, New York (USA)

200.13810.18
147National Research University Higher School of Economics

Moscow, Russia

201.544714.06
148Economics Department, University of California-Santa Cruz (UCSC)

Santa Cruz, California (USA)

202.25270.1
149D. Abbott Turner College of Business, Columbus State University

Columbus, Georgia (USA)

203.4430.34
150Researchcentrum voor Onderwijs en Arbeidsmarkt (ROA), Maastricht University

Maastricht, Netherlands

203.58542.66
151Faculteit der Economische Wetenschappen, Erasmus Universiteit Rotterdam

Rotterdam, Netherlands

204.091160.58
152Walter A. Haas School of Business, University of California-Berkeley

Berkeley, California (USA)

205.04470.08
153Argyros School of Business and Economics, Chapman University

Orange, California (USA)

205.34540.21
---Economic Science Institute (ESI), Argyros School of Business and Economics, Chapman University

Orange, California (USA)

205.34440.21
154Facultad de Ciencias Económicas y Empresariales, Universidad de Alicante

Alicante, Spain

205.47420.63
---Departamento de Fundamentos del Análisis Económico, Facultad de Ciencias Económicas y Empresariales, Universidad de Alicante

Alicante, Spain

205.47230.63

The rankings

Top 10% authors in the field of Sociology of Economics

For Sociology of Economics, these are 246 authors affiliated with 1548 institutions.
All authors classified in this field.

RankAuthorScore
1Andrew J. Oswald

Department of Economics, University of Warwick, Coventry, United Kingdom
Institute of Labor Economics (IZA), Bonn, Germany

4.08
2Bruno S. Frey

Center for Research in Economics, Management and the Arts (CREMA), Basel/Zürich, Switzerland

4.15
3David E. Card

Department of Economics, University of California-Berkeley, Berkeley, California (USA)
National Bureau of Economic Research (NBER), Cambridge, Massachusetts (USA)

4.7
4Daniel Hamermesh

Institute of Labor Economics (IZA), Bonn, Germany

5.58
5John J. Siegfried

Department of Economics, Vanderbilt University, Nashville, Tennessee (USA)

6.14
6Paula E. Stephan

Department of Economics, Andrew Young School of Policy Studies, Georgia State University, Atlanta, Georgia (USA)

6.55
7Klaus Wohlrabe

ifo Institut - Leibniz-Institut für Wirtschaftsforschung an der Universität München e.V., München, Germany

8.5
8David Colander

Department of Economics, Middlebury College, Middlebury, Vermont (USA)

8.51
9Javier Ruiz-Castillo

Departamento de Economía, Universidad Carlos III de Madrid, Madrid, Spain

8.76
10Lutz Bornmann

9.36
11Luigi Zingales

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

10.77
12Stefano DellaVigna

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

10.97
13Richard B. Freeman

Centre for Economic Performance (CEP), London School of Economics (LSE), London, United Kingdom
National Bureau of Economic Research (NBER), Cambridge, Massachusetts (USA)

12.81
14Michael McAleer

Department of Finance, College of Management, Asia University, Wufeng, Taiwan

13
15John List

Department of Economics, University of Chicago, Chicago, Illinois (USA)

14.47
16Philip Oreopoulos

Department of Economics, University of Toronto, Toronto, Canada

14.48
17Pierre-Philippe Combes

Groupe d'Analyse et de Théorie Économique Lyon St-Étienne (GATE Lyon St-Étienne), Université de Lyon, Lyon, France
Department of Economics, Sciences économiques, Sciences Po, Paris, France

15.34
18Francesco Lissoni

Groupe de Recherche en Économie Théorique et Appliquée (GREThA), Université de Bordeaux, Bordeaux, France

16.13
19Gert G. Wagner

Forschungsbasierte Infrastruktureinrichtung "Sozio-oekonomisches Panel (SOEP)", DIW Berlin (Deutsches Institut für Wirtschaftsforschung), Berlin, Germany

19.49
20Ben R. Martin

Science Policy Research Unit (SPRU), Sussex Business School, University of Sussex, Brighton, United Kingdom

20.84
21Aldo Geuna

21.16
22Les Oxley

Department of Economics, Waikato Management School, University of Waikato, Hamilton, New Zealand

21.69
23John Tressler

Department of Economics, Waikato Management School, University of Waikato, Hamilton, New Zealand

22.05
24Martin Strobel

Graduate School of Business and Economics (GSBE), School of Business and Economics, Maastricht University, Maastricht, Netherlands

23.24

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. RePEc uses bibliographic data supplied by the respective publishers.