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Top 10% Female Economists, as of November 2018

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The rankings

13760 female authors have thus been found, about 25.1% of all authors. More details.
RankAuthorScore
1Carmen M. Reinhart

Kennedy School of Government, Harvard University, Cambridge, Massachusetts (USA)

1.79
2Asli Demirguc-Kunt

Economics Research, World Bank Group, Washington, District of Columbia (USA)

3.8
3Janet Currie

Department of Economics, Princeton University, Princeton, New Jersey (USA)
Woodrow Wilson School of Public and International Affairs, Princeton University, Princeton, New Jersey (USA)

3.82
4Esther Duflo

Economics Department, Massachusetts Institute of Technology (MIT), Cambridge, Massachusetts (USA)

4.32
5Marianne Bertrand

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

6.24
6Claudia Goldin

Department of Economics, Harvard University, Cambridge, Massachusetts (USA)

8.31
7Bronwyn Hughes Hall

Max-Planck-Institut für Innovation und Wettbewerb, Max-Planck-Gesellschaft, München, Germany

8.56
8Serena Ng

Department of Economics, School of Arts and Sciences, Columbia University, New York City, New York (USA)

12.37
9Valerie Ann Ramey

Department of Economics, University of California-San Diego (UCSD), La Jolla, California (USA)

13.88
10Anne Case

Department of Economics, Princeton University, Princeton, New Jersey (USA)
Woodrow Wilson School of Public and International Affairs, Princeton University, Princeton, New Jersey (USA)

16.7
11Lucrezia Reichlin

17.03
12Olivia S. Mitchell

National Bureau of Economic Research (NBER), Cambridge, Massachusetts (USA)
Pension Research Council, Wharton School of Business, University of Pennsylvania, Philadelphia, Pennsylvania (USA)

17.17
13Ellen R. McGrattan

Department of Economics, University of Minnesota, Minneapolis, Minnesota (USA)

17.98
14Stephanie Schmitt-Grohe

Department of Economics, School of Arts and Sciences, Columbia University, New York City, New York (USA)

18.36
15Graciela Laura Kaminsky

Department of Economics, George Washington University, Washington, District of Columbia (USA)
National Bureau of Economic Research (NBER), Cambridge, Massachusetts (USA)

23.82
16Rachel Griffith

Institute for Fiscal Studies (IFS), London, United Kingdom

24.01
17Pinelopi Koujianou Goldberg

National Bureau of Economic Research (NBER), Cambridge, Massachusetts (USA)
Economics Department, Yale University, New Haven, Connecticut (USA)

25.46
18Annamaria Lusardi

School of Business, George Washington University, Washington, District of Columbia (USA)

26.51
19Olympia Bover

Banco de España, Madrid, Spain

27.66
20Paola Sapienza

Department of Finance, Kellogg Graduate School of Management, Northwestern University, Evanston, Illinois (USA)

27.81
21Ann E. Harrison

Management Department, Wharton School of Business, University of Pennsylvania, Philadelphia, Pennsylvania (USA)
Department of Business Economics and Public Policy, Wharton School of Business, University of Pennsylvania, Philadelphia, Pennsylvania (USA)

28.14
22Marianne Baxter

Department of Economics, Boston University, Boston, Massachusetts (USA)
National Bureau of Economic Research (NBER), Cambridge, Massachusetts (USA)

28.67
23Christina Paxson

Economics Department, Brown University, Providence, Rhode Island (USA)

28.79
24Caroline Hoxby

Department of Economics, Stanford University, Stanford, California (USA)

29.04
25Susan Carleton Athey

Graduate School of Business, Stanford University, Stanford, California (USA)

29.14
26Sandra E. Black

Department of Economics, University of Texas-Austin, Austin, Texas (USA)

30.46
27Francine Blau

Department of Economics, Cornell University, Ithaca, New York (USA)

32.26
28Linda S. Goldberg

Research and Statistics Group, Federal Reserve Bank of New York, New York City, New York (USA)

33.93
29Petra Elisabeth Todd

Center for Analytic Research and Economics in the Social Sciences (CARESS), Department of Economics, University of Pennsylvania, Philadelphia, Pennsylvania (USA)

35.84
30Toni M Whited

Ross School of Business, University of Michigan, Ann Arbor, Michigan (USA)

36.16
31Ulrike Malmendier

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

37.37
32Marie Claire Villeval

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

38.86
33Alison Lee Booth

Research School of Economics, College of Business and Economics, Australian National University, Canberra, Australia

40.8
34Nancy L. Stokey

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

41.27
35Helene Rey

Department of Economics, London Business School (LBS), London, United Kingdom

41.73
36Sydney C. Ludvigson

Department of Economics, New York University (NYU), New York City, New York (USA)

42.4
37Dora L. Costa

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

43.17
38Rebecca M. Blank

National Bureau of Economic Research (NBER), Cambridge, Massachusetts (USA)
Institute of Labor Economics (IZA), Bonn, Germany

44.45
39Christina Duckworth Romer

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

45.01
40Claudia M. Buch

Deutsche Bundesbank, Frankfurt, Germany

48.08
41Anna Jacobson Schwartz †

48.69
42Antoinette Schoar

Sloan School of Management, Massachusetts Institute of Technology (MIT), Cambridge, Massachusetts (USA)

48.79
43Loretta J. Mester

Federal Reserve Bank of Cleveland, Cleveland, Ohio (USA)

48.87
44Brigitte C. Madrian

Kennedy School of Government, Harvard University, Cambridge, Massachusetts (USA)

48.88
45Silvana Tenreyro

Economics Department, London School of Economics (LSE), London, United Kingdom
Monetary Policy Committee (MPC), Bank of England, London, United Kingdom

48.99
46Kristin Forbes

Monetary Policy Committee (MPC), Bank of England, London, United Kingdom
Sloan School of Management, Massachusetts Institute of Technology (MIT), Cambridge, Massachusetts (USA)

50.06
47Katarina Juselius

Økonomisk Institut, Københavns Universitet, København, Denmark

51.84
48Amy Finkelstein

Economics Department, Massachusetts Institute of Technology (MIT), Cambridge, Massachusetts (USA)

53.98
49Jennifer F. Reinganum

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

54.88
50Reinhilde Veugelers

Onderzoekseenheid Bedrijfseconomie, Strategie en Innovatie, Faculteit Economie en Bedrijfswetenschappen, KU Leuven, Leuven, Belgium

55.18
51Graciela Chichilnisky

Department of Economics, School of Arts and Sciences, Columbia University, New York City, New York (USA)

55.97
52Nina Pavcnik

Economics Department, Dartmouth College, Hanover, New Hampshire (USA)

56.48
53Linda L. Tesar

Economics Department, University of Michigan, Ann Arbor, Michigan (USA)

57.44
54Xiaohong Chen

Cowles Foundation for Research in Economics, Yale University, New Haven, Connecticut (USA)

57.67
55Elinor Ostrom †

57.77
56Maria-Carmen Guisan

Econometria, Facultade de Ciencias Económicas e Empresariais, Universidade de Santiago de Compostela, Santiago de Compostela, Spain

58.54
57Sebnem Kalemli-Ozcan

Department of Economics, University of Maryland, College Park, Maryland (USA)

59.54
58Oriana Bandiera

Economics Department, London School of Economics (LSE), London, United Kingdom

61.25
59Catherine C Eckel

Department of Economics, Texas A&M University, College Station, Texas (USA)

62.21
60Shelly J Lundberg

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

62.47
61Barbara Sianesi

Institute for Fiscal Studies (IFS), London, United Kingdom
ESRC Centre for the Microeconomic Analysis of Public Policy (CPP), Institute for Fiscal Studies (IFS), London, United Kingdom

62.55
62Suzanne Scotchmer †

63.07
63Enrica Detragiache

International Monetary Fund (IMF), Washington, District of Columbia (USA)

63.57
64Agnès Benassy-Quere

Paris School of Economics, Paris, France

63.73
65Anat Ruth Admati

Graduate School of Business, Stanford University, Stanford, California (USA)

65.03
66Margaret Emily Slade

Vancouver School of Economics, University of British Columbia, Vancouver, Canada

65.54
67Jennifer Hunt

Department of Economics, Rutgers University-New Brunswick, New Brunswick, New Jersey (USA)

65.97
68Rachel Croson

Economics Department, Michigan State University, East Lansing, Michigan (USA)

66.79
69Beata Smarzynska Javorcik

Department of Economics, Oxford University, Oxford, United Kingdom

67.14
70Leora F. Klapper

Economics Research, World Bank Group, Washington, District of Columbia (USA)

68.72
71Muriel Niederle

Department of Economics, Stanford University, Stanford, California (USA)

70.77
72Claudia Kemfert

DIW Berlin (Deutsches Institut für Wirtschaftsforschung), Berlin, Germany

71.56
73Lise Vesterlund

Department of Economics, University of Pittsburgh, Pittsburgh, Pennsylvania (USA)

71.8
74Kala Krishna

Department of Economics, Pennsylvania State University, State College, Pennsylvania (USA)

71.85
75Monika Piazzesi

Department of Economics, Stanford University, Stanford, California (USA)

73.46
76Maureen L. Cropper

Department of Economics, University of Maryland, College Park, Maryland (USA)
Resources for the Future (RFF), Washington, District of Columbia (USA)

73.71
77Hilary Williamson Hoynes

Goldman School of Public Policy, University of California-Berkeley, Berkeley, California (USA)
Department of Economics, University of California-Berkeley, Berkeley, California (USA)

74.51
78Ekaterina Zhuravskaya

Paris School of Economics, Paris, France

75.14
79Carol Propper

Business School, Imperial College, London, United Kingdom

75.79
80Raquel Fernandez

76.35
81Eliana La Ferrara

Centre for Economic Policy Research (CEPR), London, United Kingdom

76.78
82Paola Giuliano

Center for Global Management, Anderson Graduate School of Management, University of California-Los Angeles (UCLA), Los Angeles, California (USA)

79.73
83Barbara Petrongolo

School of Economics and Finance, Queen Mary University of London, London, United Kingdom

80.48
84Mary Amiti

Centre for Economic Policy Research (CEPR), London, United Kingdom

83.9
85Elisabeth Sadoulet

Department of Agricultural and Resource Economics, University of California-Berkeley, Berkeley, California (USA)

85.97
86Barbara L. Wolfe

Economics Department, University of Wisconsin-Madison, Madison, Wisconsin (USA)

90.37
87Myrna Wooders

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

91.48
88Katharine Gail Abraham

Department of Economics, University of Maryland, College Park, Maryland (USA)

94.82
89Barbara Rossi

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

96.47
90Magda ElSayed Kandil

Central Bank of the United Arab Emirates, Abu-Dhabi, United Arab Emirates

97.67
91Laura Veldkamp

Finance and Economics Department, Graduate School of Business, Columbia University, New York City, New York (USA)

98.29
92Nicole M. Fortin

Vancouver School of Economics, University of British Columbia, Vancouver, Canada

100.05
93Janet L. Yellen

Economic Analysis & Policy Group (EAP), Walter A. Haas School of Business, University of California-Berkeley, Berkeley, California (USA)
Federal Reserve Board (Board of Governors of the Federal Reserve System), Washington, District of Columbia (USA)

101.37
94Rebecca M. Henderson

Sloan School of Management, Massachusetts Institute of Technology (MIT), Cambridge, Massachusetts (USA)

104.07
95Deborah A. Cobb-Clark

School of Economics, Faculty of Arts and Social Sciences, University of Sydney, Sydney, Australia

105.99
96Deborah J. Lucas

Sloan School of Management, Massachusetts Institute of Technology (MIT), Cambridge, Massachusetts (USA)

106.42
97Alicia Haydock Munnell

Center for Retirement Research (CRR), Boston College, Chestnut Hill, Massachusetts (USA)

106.96
98Catherine J. Morrison Paul †

107.69
99Susanne M. Schennach

Economics Department, Brown University, Providence, Rhode Island (USA)

112.72
100Caroline Freund

Peter G. Peterson Institute for International Economics (IIE), Washington, District of Columbia (USA)

112.79
101Laura Alfaro

Harvard Business School, Harvard University, Cambridge, Massachusetts (USA)

114.42
102Mara Faccio

Department of Finance, Krannert School of Management, Purdue University, West Lafayette, Indiana (USA)

115.39
103Nora Claudia Lustig

Department of Economics, Tulane University, New Orleans, Louisiana (USA)

115.45
104Claudia Olivetti

Department of Economics, Boston College, Chestnut Hill, Massachusetts (USA)

115.79
105Mariacristina De Nardi

Opportunity and Inclusive Growth Institute, Federal Reserve Bank of Minneapolis, Minneapolis, Minnesota (USA)

116
106Pascaline Dupas

Department of Economics, Stanford University, Stanford, California (USA)

116.61
107Mariassunta Giannetti

Department of Finance, Handelshögskolan i Stockholm, Stockholm, Sweden

116.76
108Barbara Spencer

Strategy and Business Economics Division, Sauder School of Business, University of British Columbia, Vancouver, Canada

117.58
109Valérie Mignon

EconomiX, Université Paris Ouest-Nanterre la Défense (Paris X), Nanterre, France

119.58
110Jessica A. Wachter

Finance Department, Wharton School of Business, University of Pennsylvania, Philadelphia, Pennsylvania (USA)

120.25
111Alessandra Casella

Department of Economics, School of Arts and Sciences, Columbia University, New York City, New York (USA)

121.54
112Judith Ann Chevalier

School of Management, Yale University, New Haven, Connecticut (USA)

123.28
113Gabrielle Demange

Paris School of Economics, Paris, France

125.48
114Rosa Liliana Matzkin

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

126.21
115Petia Topalova

Research Department, International Monetary Fund (IMF), Washington, District of Columbia (USA)

126.69
116Inessa Love

Department of Economics, University of Hawaii-Manoa, Manoa, Hawaii (USA)

127.35
117Alexandra Bozhechkova

Russian Presidential Academy of National Economy and Public Administration (RANEPA), Moscow, Russia
Gaidar Institute for Economic Policy, Moscow, Russia

127.97
118Jun Pan

Shanghai Advanced Institute of Finance (SAIF), Shanghai Jiao Tong University, Shanghai, China

128.39
119Inmaculada Martínez-Zarzoso

Wirtschaftswissenschaftliche Fakultät, Georg-August-Universität Göttingen, Göttingen, Germany

128.46
120Maria Soledad Martinez Peria

Economics Research, World Bank Group, Washington, District of Columbia (USA)

130.63
121Adriana Lleras-Muney

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

130.73
122Kathryn Shaw

Graduate School of Business, Stanford University, Stanford, California (USA)

130.81
123Ada Ferrer-i-Carbonell

Institut d'Anàlisi Econòmica CSIC (IAE-CSIC), Barcelona Graduate School of Economics (Barcelona GSE), Barcelona, Spain

135.24
124Kalina Manova

Department of Economics, University College London (UCL), London, United Kingdom

138.13
125Elisabet Rutstrom

J. Mack Robinson College of Business, Georgia State University, Atlanta, Georgia (USA)

138.19
126Andrea Weber

Department of Economics and Business, Central European University, Budapest, Hungary

139.39
127Frances Stewart

Department of International Development (Queen Elizabeth House), Oxford University, Oxford, United Kingdom

139.62
128Nancy Qian

Managerial Economics and Decision Sciences (MEDS), Kellogg Graduate School of Management, Northwestern University, Evanston, Illinois (USA)

139.84
129Hali Edison

International Monetary Fund (IMF), Washington, District of Columbia (USA)

139.89
130Eleonora Patacchini

Istituto Einaudi per l'Economia e la Finanza (EIEF), Roma, Italy

140.87
131Emily Oster

Economics Department, Brown University, Providence, Rhode Island (USA)

141.28
132Agnes Reynes Quisumbing

International Food Policy Research Institute (IFPRI), Washington, District of Columbia (USA)

143.18
133Sedef Sen

İktisat Bölümü, İktisadi ve İdari Bilimler Fakültesi, Kastamonu Üniversitesi, Kastamonu, Turkey

144.54
134Jean Olson Lanjouw †

145.39
135Denise Osborn

School of Economics, University of Manchester, Manchester, United Kingdom

147.4
136Susan K. Laury

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

148.59
137Kathryn Mary Elizabeth Dominguez

Economics Department, University of Michigan, Ann Arbor, Michigan (USA)
Gerald R. Ford School of Public Policy, University of Michigan, Ann Arbor, Michigan (USA)

149.27
138Gita Gopinath

151.71
139Wiji Arulampalam

Department of Economics, University of Warwick, Coventry, United Kingdom

151.74
140Carolyn Fischer

Resources for the Future (RFF), Washington, District of Columbia (USA)

153.49
141Argia M Sbordone

Research and Statistics Group, Federal Reserve Bank of New York, New York City, New York (USA)

153.94
142Esther Gal-Or

Katz Graduate School of Business, University of Pittsburgh, Pittsburgh, Pennsylvania (USA)

155
143Seema Jayachandran

Department of Economics, Northwestern University, Evanston, Illinois (USA)

157.1
144Rohini Pande

Kennedy School of Government, Harvard University, Cambridge, Massachusetts (USA)
Center for International Development, Kennedy School of Government, Harvard University, Cambridge, Massachusetts (USA)

157.54
145Susan Marie Dynarski

National Bureau of Economic Research (NBER), Cambridge, Massachusetts (USA)
Gerald R. Ford School of Public Policy, University of Michigan, Ann Arbor, Michigan (USA)

158.6
146Lucia Smith Foster

Center for Economic Studies, Census Bureau, Department of Commerce, Government of the United States, Washington, District of Columbia (USA)

158.65
147Susan Vroman

Economics Department, Georgetown University, Washington, District of Columbia (USA)

158.86
148Regina Therese Riphahn

Wirtschafts- und Sozialwissenschaftliche Fakultät, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen-Nürnberg, Germany

160.81
149Cecilia Garcia-Penalosa

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

161.47
150Uta Schoenberg

Department of Economics, University College London (UCL), London, United Kingdom

164
151Ann Huff Stevens

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

165.66
152Francine Lafontaine

Department of Business Economics and Public Policy, Ross School of Business, University of Michigan, Ann Arbor, Michigan (USA)

165.96
153Anke Hoeffler

Centre for the Study of African Economies (CSAE), Department of Economics, Oxford University, Oxford, United Kingdom

166.41
154Adriana Kugler

McCourt School of Public Policy, Georgetown University, Washington, District of Columbia (USA)

167.24
155Anna Maria Mayda

Economics Department, Georgetown University, Washington, District of Columbia (USA)

167.96
156Rachel Kranton

Department of Economics, Duke University, Durham, North Carolina (USA)

168.48
157Marie Currie Thursby

Scheller College of Business, Georgia Institute of Technology, Atlanta, Georgia (USA)

168.83
158Jae Song

Social Security Adminsitration, Government of the United States, Washington, District of Columbia (USA)

169.26
159Rosemarie Chariklia Nagel

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

169.27
160Ayse Imrohoroglu

Department of Finance and Business Economics, Marshall School of Business, University of Southern California, Los Angeles, California (USA)

170.07
161Beatrice Weder

Volkswirtschaftslehre-Lehrstühle, Gutenberg School of Management and Economics, Johannes Gutenberg-Universität Mainz, Mainz, Germany

170.79
162Yuhang Xing

Shanghai Advanced Institute of Finance (SAIF), Shanghai Jiao Tong University, Shanghai, China

172.31
163Rosa Portela Forte

Centro de Economia e Finanças (cef.up), Faculdade de Economia, Universidade do Porto, Porto, Portugal

173.28
164Betsey Stevenson

Center for Local, State and Urban Policy (CLOSUP), Gerald R. Ford School of Public Policy, University of Michigan, Ann Arbor, Michigan (USA)

173.29
165Ester Faia

Abteilung Geld und Währung, Fachbereich Wirtschaftswissenschaft, Goethe Universität Frankfurt am Main, Frankfurt am Main, Germany

174.14
166Renee Adams

School of Banking and Finance, UNSW Business School, UNSW (Australia), Sydney, Australia

175.8
167Catherine Louise Kling

Charles H. Dyson School of Applied Economics and Management, Cornell University, Ithaca, New York (USA)

179.4
168Karen Palmer

Resources for the Future (RFF), Washington, District of Columbia (USA)

181.35
169Ariane Szafarz

Centre Emile Bernheim, Solvay Brussels School of Economics and Management, Université Libre de Bruxelles, Bruxelles, Belgium
Centre for European Research in Microfinance (CERMi), Bruxelles/Brussel, Belgium

182.54
170Sheila Christine Dow

Economics Division, Stirling Management School, University of Stirling, Stirling, United Kingdom

182.59
171Mardi Dungey

School of Economics and Finance, Tasmanian School of Business and Economics, University of Tasmania, Hobart, Australia

185.96
172Margaret McMillan

International Food Policy Research Institute (IFPRI), Washington, District of Columbia (USA)

186.09
173Leigh S Tesfatsion

Department of Economics, Iowa State University, Ames, Iowa (USA)

187.49
174Siew Hong Teoh

Paul Merage School of Business, University of California-Irvine, Irvine, California (USA)

188.2
175Daniela Del Boca

Collegio Carlo Alberto, Università degli Studi di Torino, Moncalieri, Italy

189.05
176Leslie E. Papke

Economics Department, Michigan State University, East Lansing, Michigan (USA)

190.28
177Marianne Elizabeth Page

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

190.46
178Sabina Alkire

Department of International Development (Queen Elizabeth House), Oxford University, Oxford, United Kingdom

192.12
179Christiane Baumeister

Department of Economics, University of Notre Dame, South Bend, Indiana (USA)

193.17
180Melissa Schettini Kearney

Department of Economics, University of Maryland, College Park, Maryland (USA)

196.23
181Helen H. Jensen

Department of Economics, Iowa State University, Ames, Iowa (USA)
Center for Agricultural and Rural Development (CARD), Iowa State University, Ames, Iowa (USA)

196.47
182Kathleen McGarry

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

196.5
183Cristina Arellano

Research Department, Federal Reserve Bank of Minneapolis, Minneapolis, Minnesota (USA)

197.71
184Paula E. Stephan

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

198.06
185Trudy Ann Cameron

Department of Economics, University of Oregon, Eugene, Oregon (USA)

199.42
186Mirjam Van Praag

Institut for Organisation, Copenhagen Business School, København, Denmark

205.93
187Michele Tertilt

Abteilung für Volkswirtschaftslehre, Universität Mannheim, Mannheim, Germany

206.07
188Nancy Lin Rose

Economics Department, Massachusetts Institute of Technology (MIT), Cambridge, Massachusetts (USA)

206.1
189Catalina Amuedo-Dorantes

Department of Economics, San Diego State University, San Diego, California (USA)

207.53
190Sharon Kozicki

Bank of Canada, Ottawa, Canada

209.19
191Dorothea Schäfer

DIW Berlin (Deutsches Institut für Wirtschaftsforschung), Berlin, Germany

209.52
192Ann L. Owen

Department of Economics, Hamilton College, Clinton, New York (USA)

209.85
193Uschi Backes-Gellner

Institut für Betriebswirtschaftslehre, Wirtschaftswissenschaftliche Fakutät, Universität Zürich, Zürich, Switzerland

210.97
194Sandra Poncet

Centre d'études prospectives et d'informations internationales (CEPII), Paris, France
Paris School of Economics, Paris, France

214.46
195Evi Paraskevi Pappa

Department of Economics, European University Institute, Firenze, Italy

215.79
196Alma Cohen

216.5
197Raffaella Sadun

Strategy Unit, Harvard Business School, Harvard University, Cambridge, Massachusetts (USA)
Centre for Economic Performance (CEP), London School of Economics (LSE), London, United Kingdom

217.14
198Elena Carletti

Dipartimento di Finanza, Università Commerciale Luigi Bocconi, Milano, Italy
Innocenzo Gasparini Institute for Economic Research (IGIER), Università Commerciale Luigi Bocconi, Milano, Italy

220.24
199Lata Gangadharan

Department of Economics, Monash Business School, Monash University, Melbourne, Australia

222.93
200Sarah Louise Smith

School of Economics, Finance and Management, University of Bristol, Bristol, United Kingdom

223.82
201Julie Le Gallo

Centre d'Économie et Sociologie appliquées à l'Agriculture et aux Espaces Ruraux (CESAER), Département Sciences Sociales, Agriculture et Alimentation, Espace et Environnement (SAE2), Institut National de la Recherche Agronomique (INRA), Dijon, France

226.81
202Aysit Tansel

İktisat Bölümü, İktisadi ve İdari Bilimler Fakültesi, Orta Doğu Teknik Üniversitesi, Ankara, Turkey
Institute of Labor Economics (IZA), Bonn, Germany

228.4
203Nicoletta Batini

Research Department, International Monetary Fund (IMF), Washington, District of Columbia (USA)

232.82
204Patricia Lyon Mokhtarian

233.08
205Stefania Albanesi

Department of Economics, University of Pittsburgh, Pittsburgh, Pennsylvania (USA)

234.74
206Anna Alberini

Department of Agricultural and Resource Economics, University of Maryland, College Park, Maryland (USA)

236.24
207Eve Caroli

Laboratoire d'Économie de Dauphine (LEDa), Université Paris-Dauphine (Paris IX), Paris, France

236.43
208Dalia Marin

Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München, München, Germany

238.3
209Shaohua Chen

Economics Research, World Bank Group, Washington, District of Columbia (USA)

240.12
210Carmen Pages

Inter-American Development Bank, Washington, District of Columbia (USA)

240.68
211Anna Aizer

Economics Department, Brown University, Providence, Rhode Island (USA)

240.86
212Helen F. Ladd

Sanford School of Public Policy, Duke University, Durham, North Carolina (USA)

241.5
213Veronica Guerrieri

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

242.75
214Madeline Zavodny

Department of Economics and Geography, University of North Florida, Jacksonville, Florida (USA)

244.14
215Leslie George Godfrey

Department of Economics and Related Studies, University of York, York, United Kingdom

245.59
216Julia Lane

Furman Center for Real Estate and Urban Policy, Wagner Graduate School of Public Service, New York University (NYU), New York City, New York (USA)

245.99
217Hooi Hooi Lean

Economics, Universiti Sains Malaysia, Minden, Malaysia

247.2
218Siwan Anderson

Vancouver School of Economics, University of British Columbia, Vancouver, Canada

250.12
219Mathilde Maurel

Centre d'Économie de la Sorbonne, Université Paris 1 (Panthéon-Sorbonne), Paris, France

250.65
220Sagiri Kitao

Faculty of Economics, University of Tokyo, Tokyo, Japan

252.22
221Nancy P. Marion

Economics Department, Dartmouth College, Hanover, New Hampshire (USA)

252.28
222Emi Nakamura

Department of Economics, School of Arts and Sciences, Columbia University, New York City, New York (USA)

252.73
223Wendy Carlin

Department of Economics, University College London (UCL), London, United Kingdom

254.05
224Janice Eberly

Department of Finance, Kellogg Graduate School of Management, Northwestern University, Evanston, Illinois (USA)

256.46
225Margit Schratzenstaller

Österreichisches Institut für Wirtschaftsforschung (WIFO), Wien, Austria

256.95
226Nancy Birdsall

Center for Global Development (CGD), Washington, District of Columbia (USA)

257.16
227Hylke Vandenbussche

Centrum voor Economische Studiën, Faculteit Economie en Bedrijfswetenschappen, KU Leuven, Leuven, Belgium

257.23
228Søren Bo Nielsen †

257.27
229Sahra Khaleel Mickaiel

Department of Economics, Faculty of Agriculture, Cairo University, Giza, Egypt

258.4
230Alessandra Guariglia

Department of Economics, University of Birmingham, Birmingham, United Kingdom

259.85
231Lorraine Margaret Dearden

Department of Social Sciences, Institute of Education, University College London (UCL), London, United Kingdom

261.01
232Lisa Lynch

Heller School for Social Policy and Management, Brandeis University, Waltham, Massachusetts (USA)

263.11
233Francoise Forges

Centre de Recherches en Mathématiques de la Décision (CEREMADE), Université Paris-Dauphine (Paris IX), Paris, France
Laboratoire d'Économie de Dauphine (LEDa), Université Paris-Dauphine (Paris IX), Paris, France

263.12
234Monika Schnitzer

Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München, München, Germany

264.41
235Monica Costa Dias

Institute for Fiscal Studies (IFS), London, United Kingdom

266.53
236Leah Platt Boustan

Industrial Relations Section, Department of Economics, Princeton University, Princeton, New Jersey (USA)

266.77
237Roberta Capello

267.59
238Andrea L. Eisfeldt

Finance Group, Anderson Graduate School of Management, University of California-Los Angeles (UCLA), Los Angeles, California (USA)

268.79
239Katharina Christa Spiess

DIW Berlin (Deutsches Institut für Wirtschaftsforschung), Berlin, Germany

269.09
240Ana Rute Cardoso

Institut d'Anàlisi Econòmica CSIC (IAE-CSIC), Barcelona Graduate School of Economics (Barcelona GSE), Barcelona, Spain

269.56
241Neeltje Van Horen

Bank of England, London, United Kingdom

271.42
242Margaret Meyer

Economics Group, Nuffield College, Department of Economics, Oxford University, Oxford, United Kingdom
Department of Economics, Oxford University, Oxford, United Kingdom

271.62
243Katherine Terrell †

272.45
244Catherine Mathieu

Centre de recherche en Économie (OFCE), Sciences économiques, Sciences Po, Paris, France

274.1
245Valentina Bosetti

Dipartimento di Economia "Ettore Bocconi", Università Commerciale Luigi Bocconi, Milano, Italy

274.26
246Julie Berry Cullen

Department of Economics, University of California-San Diego (UCSD), La Jolla, California (USA)

275.2
247Deirdre N. McCloskey

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

275.72
248Susan M. Wachter

Real Estate Department, Wharton School of Business, University of Pennsylvania, Philadelphia, Pennsylvania (USA)

276.55
249Graziella Bertocchi

Dipartimento di Economia "Marco Biagi", Università degli Studi di Modena e Reggio Emilia, Modena, Italy

277.19
250Sonia Radhika Bhalotra

Economics Department, University of Essex, Colchester, United Kingdom

280.26
251Claudia Senik

283.2
252Monika Merz

Institute of Labor Economics (IZA), Bonn, Germany

283.95
253Leslie Marx

Economics Area, Fuqua School of Business, Duke University, Durham, North Carolina (USA)

284.29
254Julia Kathryn Thomas

Department of Economics, Ohio State University, Columbus, Ohio (USA)

284.69
255Aysegul Sahin

Research and Statistics Group, Federal Reserve Bank of New York, New York City, New York (USA)

284.78
256Judith K. Hellerstein

287.26
257Chris Shannon

289.08
258Seema Narayan

School of Economics, Finance and Marketing, RMIT University, Melbourne, Australia

290.19
259Madhu Khanna

Department of Agricultural and Consumer Economics, University of Illinois at Urbana-Champaign, Urbana-Champaign, Illinois (USA)

290.29
260Patricia M. Danzon

Wharton School of Business, University of Pennsylvania, Philadelphia, Pennsylvania (USA)

290.93
261Erica Lynn Groshen

School of Industrial & Labor Relations, Cornell University, Ithaca, New York (USA)

290.94
262Abigail Margaret Barr

Centre for Decision Research and Experimental Economics (CeDEx), School of Economics, University of Nottingham, Nottingham, United Kingdom

291.23
263Marcela Eslava

Centro de Estudios Sobre Desarrollo Económico (CEDE), Facultad de Economía, Universidad de los Andes, Bogotá, Colombia
Facultad de Economía, Universidad de los Andes, Bogotá, Colombia

293.9
264Sarah Elizabeth Turner

Department of Economics, University of Virginia, Charlottesville, Virginia (USA)

295.15
265Helena Skyt Nielsen

Institut for Økonomi, Aarhus Universitet, Aarhus, Denmark

296.36
266Deborah L. Swenson

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

297.09
267Raffaella Giacomini

Department of Economics, University College London (UCL), London, United Kingdom

297.44
268Isabel Correia

Banco de Portugal, Lisboa, Portugal

298.01
269Phoebe Koundouri

Athens University of Economics and Business (AUEB), Athens, Greece

298.62
270Deniz Igan

Research Department, International Monetary Fund (IMF), Washington, District of Columbia (USA)

299.37
271Maria L. Loureiro

Departamento de Fundamentos da Análise Económica, Facultade de Ciencias Económicas e Empresariais, Universidade de Santiago de Compostela, Santiago de Compostela, Spain

300.52
272Jo Anna Gray

Department of Economics, University of Oregon, Eugene, Oregon (USA)

300.9
273Soledad Zignago

Banque de France, Paris, France

302.82
274Marianne P. Bitler

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

303.54
275Geeta Gandhi Kingdon

Department of Economics, Oxford University, Oxford, United Kingdom

304.6
276Nabanita Datta Gupta

Institut for Økonomi, Aarhus Universitet, Aarhus, Denmark

304.74
277Monica Billio

Dipartimento di Economia, Università Ca' Foscari Venezia, Venezia, Italy

305.83
278Miriam Bruhn

Finance and Private Sector Research, World Bank Group, Washington, District of Columbia (USA)
Economics Research, World Bank Group, Washington, District of Columbia (USA)

306.02
279Joni Hersch

Institute of Labor Economics (IZA), Bonn, Germany

306.5
280Diana Hancock

Federal Reserve Board (Board of Governors of the Federal Reserve System), Washington, District of Columbia (USA)

306.92
281Poonam Gupta

National Institute of Public Finance and Policy, New Delhi, India, India

307.35
282Galina B Hale

Economic Research, Federal Reserve Bank of San Francisco, San Francisco, California (USA)

309.38
283Alessandra Fogli

Research Department, Federal Reserve Bank of Minneapolis, Minneapolis, Minnesota (USA)

311.28
284Sarah Brown

Department of Economics, University of Sheffield, Sheffield, United Kingdom

311.55
285Amelie F. Constant

Office of Population Research, Woodrow Wilson School of Public and International Affairs, Princeton University, Princeton, New Jersey (USA)

311.65
286Maria De Paola

Dipartimento di Scienze Economiche, Statistiche e Finanziarie, Università degli Studi della Calabria, Arcavacata di Rende, Italy

311.97
287Anna Vignoles

Institute for Fiscal Studies (IFS), London, United Kingdom

312.81
288Nancy Theresa Gallini

Vancouver School of Economics, University of British Columbia, Vancouver, Canada

313.13
289Elizabeth U. Cascio

Economics Department, Dartmouth College, Hanover, New Hampshire (USA)

315.38
290Karla Hoff

Economics Research, World Bank Group, Washington, District of Columbia (USA)

315.69
291Anne Sibert

Department of Economics, Mathematics and Statistics, Birkbeck College, London, United Kingdom

316.26
292Kathleen Beegle

International Bank for Reconstruction & Development (IBRD), World Bank Group, Washington, District of Columbia (USA)

316.79
293Marta Banbura

European Central Bank, Frankfurt am Main, Germany

317.83
294Courtney Coile

Department of Economics, Wellesley College, Wellesley, Massachusetts (USA)
National Bureau of Economic Research (NBER), Cambridge, Massachusetts (USA)

318.54
295Marianne Ojo

324.46
296Sara Markowitz

Department of Economics, Emory University, Atlanta, Georgia (USA)

325.1
297Iris Bohnet

325.11
298Patricia Frances Apps

Institute of Labor Economics (IZA), Bonn, Germany
Research School of Economics, College of Business and Economics, Australian National University, Canberra, Australia

325.15
299Sari Pekkala Kerr

332.14
300Bridget Terry Long

National Bureau of Economic Research (NBER), Cambridge, Massachusetts (USA)

332.45
301Jing Cynthia Wu

Department of Economics, University of Notre Dame, South Bend, Indiana (USA)

333.1
302Jill J. McCluskey

School of Economic Sciences, Washington State University, Pullman, Washington (USA)

333.54
303Audrey Light

Department of Economics, Ohio State University, Columbus, Ohio (USA)

334.34
304Patricia Mary Anderson

Economics Department, Dartmouth College, Hanover, New Hampshire (USA)

334.34
305Clara Vega

Federal Reserve Board (Board of Governors of the Federal Reserve System), Washington, District of Columbia (USA)

334.5
306Alicia Garcia Herrero

HKUST Institute for Emerging Market Studies (IEMS), Hong Kong University of Science and Technology (HKUST), Kowloon, Hong Kong

335.77
307L. Rachel Ngai

Economics Department, London School of Economics (LSE), London, United Kingdom

336.55
308Esther Ruiz

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

337.28
309Rachel M. Friedberg

Economics Department, Brown University, Providence, Rhode Island (USA)

339.04
310Elizabeth Hoffman

Department of Economics, Iowa State University, Ames, Iowa (USA)

341.49
311Carol A. Corrado

Center for Business and Public Policy, McDonough School of Business, Georgetown University, Washington, District of Columbia (USA)

341.49
312Betty C. Daniel

Department of Economics, State University of New York-Albany (SUNY), Albany, New York (USA)

341.79
313Hiau Looi Kee

Economics Research, World Bank Group, Washington, District of Columbia (USA)

343.14
314Linda Datcher Loury †

345.25
315Nina Smith

Institut for Økonomi, Aarhus Universitet, Aarhus, Denmark

346.47
316Antonella Trigari

Innocenzo Gasparini Institute for Economic Research (IGIER), Università Commerciale Luigi Bocconi, Milano, Italy
BAFFI CAREFIN Centre for Applied Research on International Markets, Money Banking and Regulation, Università Commerciale Luigi Bocconi, Milano, Italy

346.66
317Martha J. Bailey

Economics Department, University of Michigan, Ann Arbor, Michigan (USA)

346.77
318Piti Disyatat

Puey Ungphakorn Institute for Economic Research (PIER), Bangkok, Thailand

346.81
319Julie L. Hotchkiss

Economic Research Department, Federal Reserve Bank of Atlanta, Atlanta, Georgia (USA)

350
320Iulia Siedschlag

Economic and Social Research Institute (ESRI), Dublin, Ireland

350.64
321Kathleen Weiss Hanley

College of Business and Economics, Lehigh University, Bethlehem, Pennsylvania (USA)

350.81
322Lisa Ann Cameron

Melbourne Institute of Applied Economic and Social Research (MIAESR), Faculty of Business and Economics, University of Melbourne, Melbourne, Australia

351.66
323Agar Brugiavini

Scuola Superiore di Economia (SSE-Ca' Foscari), Venezia, Italy

352.4
324Paola Conconi

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

353.42
325Emmanuelle Auriol

Institut d'Économie Industrielle (IDEI), Toulouse School of Economics (TSE), Toulouse, France
Atelier de Recherche Quantitative Appliquée au Développement Économique (ARQADE), Toulouse School of Economics (TSE), Toulouse, France

353.43
326Kathryn Graddy

Department of Economics, International Business School, Brandeis University, Waltham, Massachusetts (USA)

353.64
327Drusilla K. Brown

Department of Economics, Tufts University, Medford, Massachusetts (USA)

354.9
328Ivana Komunjer

Economics Department, Georgetown University, Washington, District of Columbia (USA)

355.45
329Ozlem Onaran

Greenwich Political Economy Research Centre, Business School, University of Greenwich, London, United Kingdom

358.44
330Rema Hanna

Kennedy School of Government, Harvard University, Cambridge, Massachusetts (USA)

359.93
331Min Wei

Federal Reserve Board (Board of Governors of the Federal Reserve System), Washington, District of Columbia (USA)

363.04
332Ray Yeutien Chou

Institute of Economics, Academia Sinica, Taipei, Taiwan

363.55
333Stacey L Schreft

Office of Financial Research, Department of the Treasury, Government of the United States, Washington, District of Columbia (USA)

363.57
334Justine S. Hastings

Economics Department, Brown University, Providence, Rhode Island (USA)

363.83
335Karen Helene Ulltveit-Moe

Økonomisk institutt, Universitetet i Oslo, Oslo, Norway

364.16
336Mary O'Mahony

Business School, King's College London, London, United Kingdom

364.57
337Ragan Petrie

Department of Economics, Texas A&M University, College Station, Texas (USA)

364.65
338Siong Hook Law

Fakulti Ekonomi Dan Pengurusan, Universiti Putra Malaysia (UPM), Serdang, Malaysia

365.64
339Bettina Klaus

Départment d'économétrie et d'économie politique (DEEP), Faculté des Hautes Études Commerciales (HEC), Université de Lausanne, Lausanne, Switzerland

366.55
340Holly Sutherland

Institute for Social and Economic Research (ISER), University of Essex, Colchester, United Kingdom

367.28
341Li Gan

Department of Economics, Texas A&M University, College Station, Texas (USA)

368.01
342Lisa B. Kahn

Economics Department, University of Rochester, Rochester, New York (USA)

368.26
343Ines Macho-Stadler

Unitat de Fonaments de l'Anàlisi Econòmica, Departament d'Economia i Història Econòmica, Universitat Autònoma de Barcelona, Barcelona Graduate School of Economics (Barcelona GSE), Barcelona, Spain

368.3
344Lynne G. Zucker

National Bureau of Economic Research (NBER), Cambridge, Massachusetts (USA)

368.4
345Gilat Levy

Economics Department, London School of Economics (LSE), London, United Kingdom

368.94
346Anne-Célia Disdier

Paris School of Economics, Paris, France

369.13
347Sofia Villas-Boas

Department of Agricultural and Resource Economics, University of California-Berkeley, Berkeley, California (USA)

370.12
348Amanda Ellen Kowalski

Economics Department, University of Michigan, Ann Arbor, Michigan (USA)

372.5
349Jayasri Dutta

Department of Economics, University of Birmingham, Birmingham, United Kingdom

372.54
350Martha Starr

Department of Economics, American University, Washington, District of Columbia (USA)

373.54
351Michèle Belot

School of Economics, University of Edinburgh, Edinburgh, United Kingdom

373.66
352Rachel Glennerster

Economics Department, Massachusetts Institute of Technology (MIT), Cambridge, Massachusetts (USA)

374.07
353Catherine L. Mann

Department of Economics, International Business School, Brandeis University, Waltham, Massachusetts (USA)

374.59
354Anna Dreber

Department of Economics, Handelshögskolan i Stockholm, Stockholm, Sweden

376.99
355Kate Ho

Department of Economics, Princeton University, Princeton, New Jersey (USA)

378.29
356Sophia Rabe-Hesketh

378.33
357Nicole Jonker

de Nederlandsche Bank, Amsterdam, Netherlands

378.55
358Jie Zhang

Department of Economics, National University of Singapore (NUS), Singapore, Singapore

383.06
359Jackline Wahba

Economics Division, University of Southampton, Southampton, United Kingdom

383.94
360Audra J. Bowlus

Department of Economics, University of Western Ontario, London, Canada

384.75
361Zhongjun Qu

Department of Economics, Boston University, Boston, Massachusetts (USA)

384.9
362Roberta Gatti

387.32
363Virginie Coudert

Banque de France, Paris, France

388.23
364Helen Simpson

School of Economics, Finance and Management, University of Bristol, Bristol, United Kingdom

388.32
365Garance Genicot

Economics Department, Georgetown University, Washington, District of Columbia (USA)

388.59
366Dominique van de Walle

Economics Research, World Bank Group, Washington, District of Columbia (USA)

388.59
367Marina Azzimonti

Economics Department, Stony Brook University - SUNY, Stony Brook, New York (USA)

391.37
368Nagore Iriberri

Departamento de Fundamentos del Análisis Económico I, Facultad de Ciencias Económicas y Empresariales, Universidad del País Vasco - Euskal Herriko Unibertsitatea, Bilbao, Spain

391.89
369Irma Adelman †

392.02
370Valérie Lechene

392.15
371Michelle R Garfinkel

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

392.57
372Heidi L. Williams

Economics Department, Massachusetts Institute of Technology (MIT), Cambridge, Massachusetts (USA)

394.13
373Susmita Dasgupta

Economics Research, World Bank Group, Washington, District of Columbia (USA)

394.54
374Lena Edlund

Department of Economics, School of Arts and Sciences, Columbia University, New York City, New York (USA)

394.6
375Loriana Pelizzon

Research Center SAFE (Sustainable Architecture for Finance in Europe), House of Finance, Goethe Universität Frankfurt am Main, Frankfurt am Main, Germany

396.18
376Arusha Cooray

Business School, University of Nottingham, Kuala Lumpur, Malaysia

396.77
377Mahvash Saeed Qureshi

International Monetary Fund (IMF), Washington, District of Columbia (USA)

396.79
378Ritva Reinikka

Economics Research, World Bank Group, Washington, District of Columbia (USA)

396.99
379Ana Margarida Fernandes

Economics Research, World Bank Group, Washington, District of Columbia (USA)

397.51
380Lakshmi Iyer

Department of Economics, University of Notre Dame, South Bend, Indiana (USA)

397.69
381Francesca Molinari

Department of Economics, Cornell University, Ithaca, New York (USA)

399
382Danila Serra

Department of Economics, Southern Methodist University, Dallas, Texas (USA)

399.61
383Hilde C. Bjørnland

Centre for Applied Macro- and Petroleum economics (CAMP), BI Handelshøyskolen, Oslo, Norway

399.78
384Petra Moser

Economics Department, Stern School of Business, New York University (NYU), New York City, New York (USA)

400.08
385Pramila Krishnan

Department of International Development (Queen Elizabeth House), Oxford University, Oxford, United Kingdom

401.23
386Zhigang Tao

Faculty of Business and Economics, University of Hong Kong, Pokfulam, Hong Kong

402.67
387Susan Pozo

Department of Economics, Western Michigan University, Kalamazoo, Michigan (USA)

402.8
388Martine Quinzii

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

405.61
389Renee A. Fry-McKibbin

Centre for Applied Macroeconomic Analysis (CAMA), Crawford School of Public Policy, Australian National University, Canberra, Australia

406.56
390Julie Nelson

Economics Department, University of Massachusetts-Boston, Boston, Massachusetts (USA)

407.22
391Kosali Ilayperuma Simon

Department of Policy Analysis and Management, College of Human Ecology, Cornell University, Ithaca, New York (USA)

407.34
392Mary Colleen Daly

Federal Reserve Bank of San Francisco, San Francisco, California (USA)
Institute of Labor Economics (IZA), Bonn, Germany

409.65
393Valerie R. Bencivenga

Department of Economics, University of Texas-Austin, Austin, Texas (USA)

409.79
394Jyotsna Jalan

Centre for Studies in Social Sciences, Kolkata, India

411.07
395Isabel Schnabel

Wirtschaftswissenschaftlicher Fachbereich, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany

411.44
396Marilda Antonia de Oliveira Sotomayor

Departamento de Economia, Faculdade de Economia, Administração e Contabilidade, Universidade de São Paulo, São Paulo, Brazil
FGV/EPGE Escola Brasileira de Economia e Finanças, Fundação Getúlio Vargas (FGV), Rio de Janeiro, Brazil

413.97
397Bettina Peters

Zentrum für Europäische Wirtschaftsforschung (ZEW), Mannheim, Germany

414.68
398Marcelle Chauvet

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

416.1
399Sugato Chakravarty

Department of Consumer Sciences and Retailing, Purdue University, West Lafayette, Indiana (USA)

416.14
400Raquel Bernal

Centro de Estudios Sobre Desarrollo Económico (CEDE), Facultad de Economía, Universidad de los Andes, Bogotá, Colombia
Facultad de Economía, Universidad de los Andes, Bogotá, Colombia

419.32
401Rosanne Altshuler

Department of Economics, Rutgers University-New Brunswick, New Brunswick, New Jersey (USA)

419.73
402Silvia Fabiani

Banca d'Italia, Roma, Italy

420.15
403Katrin Rehdanz

Institut für Volkswirtschaftslehre, Christian-Albrechts-Universität Kiel, Kiel, Germany

421.33
404Yanrui 吴延瑞 Wu

Department of Economics, Business School, University of Western Australia, Perth, Australia

421.71
405Kathleen Segerson

Department of Economics, University of Connecticut, Storrs, Connecticut (USA)

421.84
406Sumru Altug

Department of Economics, American University of Beirut, Beirut, Lebanon

422.92
407Marie Hoerova

European Central Bank, Frankfurt am Main, Germany

424.94
408Diane G. Del Guercio

Charles H. Lundquist College of Business, University of Oregon, Eugene, Oregon (USA)

425.66
409Laura Bottazzi

Dipartimento di Scienze Economiche, Alma Mater Studiorum - Università di Bologna, Bologna, Italy

428.65
410Randi Jill Hjalmarsson

Nationalekonomiska institutionen, Handelshögskolan, Göteborgs Universitet, Göteborg, Sweden

429.24
411Kristin F. Butcher

Department of Economics, Wellesley College, Wellesley, Massachusetts (USA)
National Bureau of Economic Research (NBER), Cambridge, Massachusetts (USA)

429.34
412Sandra Eickmeier

Deutsche Bundesbank, Frankfurt, Germany

430.43
413Pia Orrenius

Economic Research Department, Federal Reserve Bank of Dallas, Dallas, Texas (USA)

431.24
414Stefanie Stantcheva

Department of Economics, Harvard University, Cambridge, Massachusetts (USA)

433.43
415Chiara Criscuolo

Centre for Economic Performance (CEP), London School of Economics (LSE), London, United Kingdom

436.37
416Richhild Moessner

Bank for International Settlements (BIS), Basel, Switzerland

436.51
417Aurora Amélia Castro Teixeira

Faculdade de Economia, Universidade do Porto, Porto, Portugal

436.87
418Mari Rege

Handelshøgskolen, Universitetet i Stavanger, Stavanger, Norway

438.99
419Martina Lawless

Economic and Social Research Institute (ESRI), Dublin, Ireland

439.36
420Laura O. Taylor

Department of Agricultural and Resource Economics, North Carolina State University, Raleigh, North Carolina (USA)

441.14
421Beverly Hirtle

Federal Reserve Bank of New York, New York City, New York (USA)
Research and Statistics Group, Federal Reserve Bank of New York, New York City, New York (USA)

441.65
422Julia Maria Woerz

Oesterreichische Nationalbank, Wien, Austria

441.94
423Emanuela Cardia

Département de Sciences Économiques, Université de Montréal, Montréal, Canada
Centre Interuniversitaire de Recherche en Économie Quantitative (CIREQ), Montréal, Canada

442.26
424Rohini Somanathan

Department of Economics, Delhi School of Economics, University of Delhi, Delhi, India

443.05
425Viviana Fernandez

Escuela de Negocios, Universidad Adolfo Ibáñez, Santiago, Chile

443.25
426Ser-Huang Poon

445.97
427Mina N. Baliamoune

Department of Economics and Geography, University of North Florida, Jacksonville, Florida (USA)

446.57
428Anusha Chari

Department of Economics, University of North Carolina-Chapel-Hill, Chapel Hill, North Carolina (USA)

446.69
429Daiji Kawaguchi

Faculty of Economics, University of Tokyo, Tokyo, Japan

446.8
430Tanya S. Rosenblat

Institute for Quantitative Social Science, Harvard University, Cambridge, Massachusetts (USA)

447.13
431Carol Ann Rogers

Economics Department, Georgetown University, Washington, District of Columbia (USA)

447.33
432L. Vanessa Smith

Department of Economics and Related Studies, University of York, York, United Kingdom

447.41
433Silvia Goncalves

Department of Economics, McGill University, Montréal, Canada

447.83
434Maria Guadalupe

Centre for Economic Policy Research (CEPR), London, United Kingdom

451.43
435Jing Zhang

Economic Research Department, Federal Reserve Bank of Chicago, Chicago, Illinois (USA)

451.81
436Celine Carrere

Geneva School of Economics and Management, Université de Genève, Genève, Switzerland

452.42
437Elizabeth Asiedu

Department of Economics, University of Kansas, Lawrence, Kansas (USA)

454.9
438Anna Kovner

Research and Statistics Group, Federal Reserve Bank of New York, New York City, New York (USA)

455.58
439Leora Friedberg

Department of Economics, University of Virginia, Charlottesville, Virginia (USA)

455.71
440Cheryl Renee Doss

Department of International Development (Queen Elizabeth House), Oxford University, Oxford, United Kingdom

457.25
441Katrine Vellesen Løken

Institutt for samfunnsøkonomi, Norges Handelshøyskole (NHH), Bergen, Norway

457.88
442Victoria Liza Prowse

Department of Economics, Krannert School of Management, Purdue University, West Lafayette, Indiana (USA)

457.97
443Ashima Goyal

Indira Gandhi Institute of Development Research (IGIDR), Mumbai, India

458.61
444Karolina Ekholm

Centre for Economic Policy Research (CEPR), London, United Kingdom
Nationalekonomiska institutionen, Stockholms Universitet, Stockholm, Sweden

458.64
445Lisa R. Anderson

Department of Economics, College of William & Mary, Williamsburg, Virginia (USA)

459.63
446Arlette Beltrán

Departamento Académico de Economía, Universidad del Pacífico, Lima, Peru

460.14
447Valentina Corradi

School of Economics, University of Surrey, Guildford, United Kingdom

460.99
448Lilia Maliar

Department of Economics, Stanford University, Stanford, California (USA)

461.17
449Caroline Marie Betts

Department of Economics, University of Southern California, Los Angeles, California (USA)

462.46
450Heather M. Anderson

Department of Econometrics and Business Statistics, Monash Business School, Monash University, Melbourne, Australia

463.43
451Janine Aron

Department of Economics, Oxford University, Oxford, United Kingdom

463.57
452Ilhyock Shim

Bank for International Settlements (BIS), Basel, Switzerland

464.24
453Paula Bustos

Centro de Estudios Monetarios y Financieros (CEMFI), Madrid, Spain

465.09
454Sanghamitra Das †

466.84
455Shulamit Kahn

Questrom School of Business, Boston University, Boston, Massachusetts (USA)

467.53
456Daria Taglioni

Poverty Reduction and Economic Management Network (PREM), World Bank Group, Washington, District of Columbia (USA)

468.18
457Nancy H. Chau

Charles H. Dyson School of Applied Economics and Management, Cornell University, Ithaca, New York (USA)

469.77
458Francesca Lotti

Banca d'Italia, Roma, Italy

470.88
459Heather North Royer

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

471
460Moshe Justman

472.52
461Maria Demertzis

Bruegel, Bruxelles/Brussel, Belgium

473.28
462Beth Fisher Ingram

Department of Economics, Tippie College of Business, University of Iowa, Iowa City, Iowa (USA)

475.88
463Shu-Chun S. Yang

Research Department, International Monetary Fund (IMF), Washington, District of Columbia (USA)

476.43
464Manuela Angelucci

Institute of Labor Economics (IZA), Bonn, Germany

478.07
465Pami Dua

Department of Economics, Delhi School of Economics, University of Delhi, Delhi, India

479.09
466Petra Maria Geraats

Faculty of Economics, University of Cambridge, Cambridge, United Kingdom

480.66
467Simona Iammarino

Department of Geography and Environment, London School of Economics (LSE), London, United Kingdom

481.2
468Kelly Bedard

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

482.26
469Sandra McNally

School of Economics, University of Surrey, Guildford, United Kingdom

485.36
470Amalia Rebecca Miller

Department of Economics, University of Virginia, Charlottesville, Virginia (USA)

486.87
471Malin Adolfson

Sveriges Riksbank, Stockholm, Sweden

487.95
472Paola Profeta

"Carlo F. Dondena" Centre for Research on Social Dynamics (DONDENA), Università Commerciale Luigi Bocconi, Milano, Italy

489.37
473Karine Nyborg

Økonomisk institutt, Universitetet i Oslo, Oslo, Norway

489.51
474Chun-Ping Chang

College of Business and Information, Shih Chien University, Kaohsiung, Taiwan

490.36
475Vivian Zhanwei Yue

Department of Economics, New York University (NYU), New York City, New York (USA)

490.88
476Paola Manzini

Department of Economics, Sussex Business School, University of Sussex, Brighton, United Kingdom

491
477Y. K. Tse

School of Economics, Singapore Management University, Singapore, Singapore

492.25
478Lisa Barrow

Federal Reserve Bank of Chicago, Chicago, Illinois (USA)
Economic Research Department, Federal Reserve Bank of Chicago, Chicago, Illinois (USA)

497.11
479Chung-Ming Kuan

Department of Finance, National Taiwan University, Taipei, Taiwan

499.26
480Dominique Goux

Centre de Recherche en Économie et Statistique (CREST), France

499.62
481Rebecca L. Thornton

Department of Economics, University of Illinois at Urbana-Champaign, Urbana-Champaign, Illinois (USA)

501.95
482Analia Schlosser

Eitan Berglas School of Economics, Tel Aviv University, Tel Aviv, Israel

502.59
483Moshe Hazan

Eitan Berglas School of Economics, Tel Aviv University, Tel Aviv, Israel

502.93
484Juncal Cuñado

Facultad de Ciencias Económicas y Empresariales, Universidad de Navarra, Pamplona, Spain

503.37
485Susann Rohwedder

RAND, Santa Monica, California (USA)

503.94
486Elizabeth M. King

Global Economy and Development Program, Brookings Institution, Washington, District of Columbia (USA)

503.94
487Marine Carrasco

Centre Interuniversitaire de Recherche en Économie Quantitative (CIREQ), Montréal, Canada

504.09
488Guay C. Lim

Melbourne Institute of Applied Economic and Social Research (MIAESR), Faculty of Business and Economics, University of Melbourne, Melbourne, Australia

504.26
489Susan Parker

School of Public Policy, University of Maryland, College Park, Maryland (USA)

504.46
490Catherine Tucker

Sloan School of Management, Massachusetts Institute of Technology (MIT), Cambridge, Massachusetts (USA)

504.96
491Joanne Blanden

School of Economics, University of Surrey, Guildford, United Kingdom

506.52
492Alexia Fürnkranz-Prskawetz

Institut für Stochastik und Wirtschaftsmathematik, Technische Universität Wien, Wien, Austria

506.96
493Yuk-Shee Chan

507.63
494Roberta Rabellotti

Dipartimento di Scienze Politiche e Sociali, Università degli Studi di Pavia, Pavia, Italy

510.59
495Conny Wunsch

Wirtschaftswissenschaftliches Zentrum, Universität Basel, Basel, Switzerland

514.07
496Rima Turk Ariss

International Monetary Fund (IMF), Washington, District of Columbia (USA)

514.11
497Amrita Dhillon

Department of Political Economy, King's College London, London, United Kingdom

515.16
498Maria Paz Espinosa

Departamento de Fundamentos del Análisis Económico II, Facultad de Ciencias Económicas y Empresariales, Universidad del País Vasco - Euskal Herriko Unibertsitatea, Bilbao, Spain

515.94
499Laurie Simon Hodrick

Finance and Economics Department, Graduate School of Business, Columbia University, New York City, New York (USA)
Hoover Institution on War Revolution & Peace, Stanford University, Stanford, California (USA)

516.83
500Luisa Corrado

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

520.15
501Guyonne Kalb

Melbourne Institute of Applied Economic and Social Research (MIAESR), Faculty of Business and Economics, University of Melbourne, Melbourne, Australia

520.19
502Kimberly A. Clausing

Economics Department, Reed College, Portland, Oregon (USA)

520.38
503Karen Macours

Paris-Jourdan Sciences Économiques (PSE), Paris School of Economics, Paris, France

520.74
504Anya Savikhin Samek

Center for Economic and Social Research, University of Southern California, Los Angeles, California (USA)

521.09
505Shiqing Ling

523.76
506Carol Osler

Department of Economics, International Business School, Brandeis University, Waltham, Massachusetts (USA)

524.76
507Klara Sabirianova Peter

Department of Economics, University of North Carolina-Chapel-Hill, Chapel Hill, North Carolina (USA)

527.48
508Anke S. Kessler

Department of Economics, Simon Fraser University, Burnaby, Canada

528.15
509Jessica Pan

Department of Economics, National University of Singapore (NUS), Singapore, Singapore

528.63
510Elisabetta Iossa

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

530.02
511Tatiana Kirsanova

Department of Economics, Adam Smith Business School, University of Glasgow, Glasgow, United Kingdom

530.57
512Luisa Lambertini

Chaire de Finance Internationale, Collège du Management de la Technologie, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland

531.64
513Margarida Duarte

Department of Economics, University of Toronto, Toronto, Canada

531.69
514Sweta C. Saxena

International Monetary Fund (IMF), Washington, District of Columbia (USA)

532.29
515Núria Rodriguez-Planas

Department of Economics, Queens College, City University of New York (CUNY), New York City, New York (USA)

532.77
516Maria Vittoria Levati

Dipartimento di Scienze Economiche, Facoltà di Economia, Università degli Studi di Verona, Verona, Italy

532.82
517Moshe Kim

Department of Economics, University of Haifa, Haifa, Israel

535.74
518Jasmina Arifovic

Department of Economics, Simon Fraser University, Burnaby, Canada

536.7
519Rita Almeida

536.88
520Joanna Tyrowicz

Group for Research in Applied Economics (GRAPE), Warszawa, Poland

536.99
521Alexandra Spitz-Oener

Wirtschaftswissenschaftliche Fakultät, Humboldt-Universität Berlin, Berlin, Germany
Institute of Labor Economics (IZA), Bonn, Germany

537.15
522Ouarda Merrouche

EconomiX, Université Paris Ouest-Nanterre la Défense (Paris X), Nanterre, France

538.81
523Justina A. V. Fischer

539.18
524Donna B. Gilleskie

Department of Economics, University of North Carolina-Chapel-Hill, Chapel Hill, North Carolina (USA)

539.2
525Hilary A. Sigman

Department of Economics, Rutgers University-New Brunswick, New Brunswick, New Jersey (USA)

539.68
526Miet Maertens

Afdeling Landbouw- en Voedseleconomie, KU Leuven, Leuven, Belgium

540.75
527Margaret Stevens

Department of Economics, Oxford University, Oxford, United Kingdom

541.12
528Jouchi Nakajima

Bank of Japan, Tokyo, Japan

543.37
529Conchita D'Ambrosio

Integrative Research Unit on Social and Individual Development (INSIDE), Université du Luxembourg, Luxembourg, Luxembourg

545.15
530Songqing Jin

Center for Agricutural and Rural Development (CARD), Zhejiang University, Hangzhou, China

547.21
531Lori Beaman

Department of Economics, Northwestern University, Evanston, Illinois (USA)

548.47
532Ana María Herrera

Department of Economics, Carol Martin Gatton College of Business and Economics, University of Kentucky, Lexington, Kentucky (USA)

549.17
533Elizabeth Peters

Department of Policy Analysis and Management, College of Human Ecology, Cornell University, Ithaca, New York (USA)

550.25
534Elena Ivanova Ianchovichina

World Bank Group, Washington, District of Columbia (USA)

550.61
535Christina Gathmann

Alfred-Weber-Institut für Wirtschaftswissenschaften, Fakultät für Wirtschafts- und Sozialwissenschaften, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany

552.26
536Michelle Alexopoulos

Department of Economics, University of Toronto, Toronto, Canada

552.65
537Angela Maddaloni

European Central Bank, Frankfurt am Main, Germany

558.21
538Susan L. Averett

Department of Economics, Lafayette College, Easton, Pennsylvania (USA)

559.05
539Jennifer M. Mellor

Department of Economics, College of William & Mary, Williamsburg, Virginia (USA)

560.82
540Ina Simonovska

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

560.86
541Lykke E. Andersen

Instituto de Estudios Avanzados en Desarrollo (INESAD), La Paz, Bolivia
Centro de Investigaciones Económicas y Empresariales, Universidad Privada Boliviana, Cochabamba, Bolivia

561.38
542Emek Basker

Center for Economic Studies, Census Bureau, Department of Commerce, Government of the United States, Washington, District of Columbia (USA)

562.7
543Inmaculada C. Álvarez

Departamento de Análisis Económico: Teoría Económica e Historia Económica, Facultad de Ciencias Económicas y Empresariales, Universidad Autónoma de Madrid, Madrid, Spain

566.52
544Luisa Fuster

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

566.64
545Michaela Trippl

567.03
546Jane G. Gravelle

Congressional Research Service, United States Congress, Government of the United States, Washington, District of Columbia (USA)

567.25
547Rachel McCulloch

Department of Economics, International Business School, Brandeis University, Waltham, Massachusetts (USA)

567.43
548Anna Pavlova

London Business School (LBS), London, United Kingdom

571.01
549Zuzana Irsova

Institut ekonomických studií, Univerzita Karlova v Praze, Praha, Czech Republic

576.52
550Ioana Elena Marinescu

Institute of Labor Economics (IZA), Bonn, Germany
National Bureau of Economic Research (NBER), Cambridge, Massachusetts (USA)

578.46
551Valeria Costantini

Dipartimento di Economia, Università degli Studi Roma Tre, Roma, Italy

578.62
552Viktoria V. Hnatkovska

Vancouver School of Economics, University of British Columbia, Vancouver, Canada

578.67
553Joanna Stavins

Economic Research, Federal Reserve Bank of Boston, Boston, Massachusetts (USA)
Federal Reserve Bank of Boston, Boston, Massachusetts (USA)

580.9
554Camelia Mariana Kuhnen

Kenan Flagler Business School, University of North Carolina-Chapel-Hill, Chapel Hill, North Carolina (USA)

580.95
555Jacinta Chikaodi Nwachukwu

Lancashire Business School, University of Central Lancashire, Preston, United Kingdom

585.15
556Liliana Rojas-Suarez

Center for Global Development (CGD), Washington, District of Columbia (USA)

587
557Nadine Riedel

Fakultät für Wirtschaftswissenschaft, Ruhr-Universität Bochum, Bochum, Germany

587.22
558Joann Jasiak

Department of Economics, York University, Toronto, Canada

588.13
559Aimee Chin

Department of Economics, University of Houston, Houston, Texas (USA)

589.06
560Mariacristina Piva

Dipartimento di Politica Economica, Dipartimenti e Istituti di Scienze Economiche, Università Cattolica del Sacro Cuore, Italy

592.19
561Isabelle Brocas

Department of Economics, University of Southern California, Los Angeles, California (USA)

592.55
562Kirstin Hubrich

Macroeconomic and Quantitative Studies Section, Federal Reserve Board (Board of Governors of the Federal Reserve System), Washington, District of Columbia (USA)

592.76
563Alicia Adsera

Institute of Labor Economics (IZA), Bonn, Germany
Office of Population Research, Woodrow Wilson School of Public and International Affairs, Princeton University, Princeton, New Jersey (USA)

594.52
564Hülya K. K. Eraslan

Department of Economics, Rice University, Houston, Texas (USA)

594.59
565Susan N. Houseman

W.E. Upjohn Institute for Employment Research, Kalamazoo, Michigan (USA)

595.73
566Kate Phylaktis

Faculty of Finance, Cass Business School, City University, London, United Kingdom

596.28
567Johanna Wallenius

Department of Economics, Handelshögskolan i Stockholm, Stockholm, Sweden

596.47
568Bing Han

Shanghai Advanced Institute of Finance (SAIF), Shanghai Jiao Tong University, Shanghai, China

597.84
569Vasiliki Skreta

Department of Economics, University of Texas-Austin, Austin, Texas (USA)
Department of Economics, University College London (UCL), London, United Kingdom

598.7
570Lara Shore-Sheppard

Economics Department, Williams College, Williamstown, Massachusetts (USA)

600.39
571Amy Ellen Schwartz

Department of Economics, Maxwell School, Syracuse University, Syracuse, New York (USA)

601.29
572Jenny E. Ligthart †

601.48
573Alessia Paccagnini

Michael Smurfit Graduate School of Business, School of Business, University College Dublin, Dublin, Ireland

601.56
574A. Abigail Payne

Department of Economics, McMaster University, Hamilton, Canada

603.05
575Elizabeth Brainerd

Department of Economics, International Business School, Brandeis University, Waltham, Massachusetts (USA)

603.18
576Shoshana Amyra Grossbard

Department of Economics, San Diego State University, San Diego, California (USA)

603.32
577Christine Anne Greenhalgh

Department of Economics, Oxford University, Oxford, United Kingdom

603.88
578Elena Katok

Smeal College of Business Administration, Pennsylvania State University, State College, Pennsylvania (USA)

603.96
579Lynda Khalaf

Department of Economics, Carleton University, Ottawa, Canada
Centre for Monetary and Financial Economics (CMFE), Department of Economics, Carleton University, Ottawa, Canada

604
580Ana-Maria Fuertes

Faculty of Finance, Cass Business School, City University, London, United Kingdom

605.05
581Susan Sunila Sharma

Centre for Economics and Financial Econometrics Research (CEFER), Business School, Deakin University, Melbourne, Australia

605.45
582Raquel Carrasco

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

606.43
583Isabelle Jeanne Mejean

Centre de Recherche en Économie et Statistique (CREST), France

607.8
584Amy Glass

Department of Economics, Texas A&M University, College Station, Texas (USA)

608.35
585Monica Paiella

Dipartimento di Studi Aziendali ed Economici, Università degli Studi di Napoli - "Parthenope", Napoli, Italy

609.82
586Julapa A. Jagtiani

Federal Reserve Bank of Philadelphia, Philadelphia, Pennsylvania (USA)

610.81
587Beverly Lapham

Economics Department, Queen's University, Kingston, Canada

612.27
588Dalia S. Hakura

Research Department, International Monetary Fund (IMF), Washington, District of Columbia (USA)

614.15
589Pauline Grosjean

School of Economics, UNSW Business School, UNSW (Australia), Sydney, Australia

615.56
590Elke Holst

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

615.79
591Christa H.S. Bouwman

Weatherhead School of Management, Case Western Reserve University, Cleveland, Ohio (USA)

616.03
592Valerie Cerra

International Monetary Fund (IMF), Washington, District of Columbia (USA)

616.24
593Natalia Tamirisa

International Monetary Fund (IMF), Washington, District of Columbia (USA)

617.79
594Shelley Phipps

Department of Economics, Dalhousie University, Halifax, Canada

618.88
595Charlotte Christiansen

Center for Research in Econometric Analysis of Time Series (CREATES), Institut for Økonomi, Aarhus Universitet, Aarhus, Denmark

619.79
596Natalie A. Chen

Department of Economics, University of Warwick, Coventry, United Kingdom

619.98
597Ann Sherman

Department of Finance, Graduate School of Business, DePaul University, Chicago, Illinois (USA)

620.5
598Laura Schechter

Department of Agricultural & Applied Economics, University of Wisconsin-Madison, Madison, Wisconsin (USA)

621.74
599Katrin Hussinger

Centre de Recherche en Économie Appliquée (CREA), Faculté de droit, d'économie et de finance, Université du Luxembourg, Luxembourg, Luxembourg

621.94
600Claudia Ringler

International Food Policy Research Institute (IFPRI), Washington, District of Columbia (USA)

622.33
601Anat Bracha

Economic Research, Federal Reserve Bank of Boston, Boston, Massachusetts (USA)

623.2
602Marla Ripoll

Department of Economics, University of Pittsburgh, Pittsburgh, Pennsylvania (USA)

624.01
603Luojia Hu

Federal Reserve Bank of Chicago, Chicago, Illinois (USA)

624.26
604Simonetta Longhi

Department of Economics, University of Reading, Reading, United Kingdom

624.27
605Katerina Smidkova †

625.97
606Natalia Ramondo

Department of Economics, W.P. Carey School of Business, Arizona State University, Tempe, Arizona (USA)

627.16
607Sylvie Démurger

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

627.95
608Ruth Suseela Meinzen-Dick

International Food Policy Research Institute (IFPRI), Washington, District of Columbia (USA)

628.1
609Miriam Manchin

Centre for Comparative Economics, School of Slavonic and East European Studies, University College London (UCL), London, United Kingdom

628.47
610Ariell Reshef

Paris School of Economics, Paris, France

629.27
611Dorothea Kübler

Abteilung "Verhalten auf Märkten", Wissenschaftszentrum Berlin für Sozialforschung (WZB), Berlin, Germany

629.5
612Maria Donovan Fitzpatrick

Department of Policy Analysis and Management, College of Human Ecology, Cornell University, Ithaca, New York (USA)

629.98
613Maristella Botticini

Innocenzo Gasparini Institute for Economic Research (IGIER), Università Commerciale Luigi Bocconi, Milano, Italy

631.37
614Elena G F Stancanelli

Paris School of Economics, Paris, France

631.41
615Susan J. Linz

Economics Department, Michigan State University, East Lansing, Michigan (USA)

631.61
616Jennifer Roberts

Department of Economics, University of Sheffield, Sheffield, United Kingdom

633.13
617Sherry Xin Li

Department of Economics, Walton College of Business, University of Arkansas, Fayetteville, Arkansas (USA)

633.86
618Bilin Neyapti

İktisat Bölümü, Bilkent Üniversitesi, Ankara, Turkey

633.88
619Sarah E. West

Economics Department, Macalester College, St. Paul, Minnesota (USA)

634.98
620Panle Jia Barwick

National Bureau of Economic Research (NBER), Cambridge, Massachusetts (USA)
Department of Economics, Cornell University, Ithaca, New York (USA)

635.33
621Mine Kuban Yucel

Federal Reserve Bank of Dallas, Dallas, Texas (USA)

635.52
622Lucy F. Ackert

Department of Economics, Finance and Quantitative Analysis, Coles College of Business, Kennesaw State University, Kennesaw, Georgia (USA)

636.49
623Abigail Wozniak

Department of Economics, University of Notre Dame, South Bend, Indiana (USA)

637.04
624Carol A. Dahl

Division of Economics and Business, Colorado School of Mines, Golden, Colorado (USA)

637.78
625Marianna Kudlyak

Economic Research, Federal Reserve Bank of San Francisco, San Francisco, California (USA)

639.05
626Rowena Ann Pecchenino

Department of Economics, Finance and Accounting, Maynooth University, Maynooth, Ireland

639.16
627Teresa Serra

Department of Agricultural and Consumer Economics, University of Illinois at Urbana-Champaign, Urbana-Champaign, Illinois (USA)

639.38
628Alice O. Nakamura

School of Business, University of Alberta, Edmonton, Canada

640.26
629Rebecca Hellerstein

Research and Statistics Group, Federal Reserve Bank of New York, New York City, New York (USA)

644.58
630Adeline Delavande

Institute for Social and Economic Research (ISER), University of Essex, Colchester, United Kingdom

644.82
631Janet Kiholm Smith

Robert Day School of Economics and Finance, Claremont McKenna College, Claremont, California (USA)

645.17
632Terry Sicular

Department of Economics, University of Western Ontario, London, Canada

648.8
633Laure Latruffe

Laboratoire Études et Recherches Économiques (SMART-LERECO), Département Sciences Sociales, Agriculture et Alimentation, Espace et Environnement (SAE2), Institut National de la Recherche Agronomique (INRA), Rennes/Nantes, France

649.98
634Caterina Mendicino

European Central Bank, Frankfurt am Main, Germany

651.03
635Kathy Yuan

Shanghai Advanced Institute of Finance (SAIF), Shanghai Jiao Tong University, Shanghai, China

651.2
636Isabel Neira

Econometria, Facultade de Ciencias Económicas e Empresariais, Universidade de Santiago de Compostela, Santiago de Compostela, Spain

652.41
637Katharina Wrohlich

DIW Berlin (Deutsches Institut für Wirtschaftsforschung), Berlin, Germany

652.61
638Suk-Joong Kim

Discipline of Finance, Business School, University of Sydney, Sydney, Australia

652.75
639Yuliya Demyanyk

Economic Research, Federal Reserve Bank of Cleveland, Cleveland, Ohio (USA)

654.48
640Miren Lafourcade

Réseaux Innovation Territoires Mondialisation (RITM), Université Paris-Sud (Paris XI), Sceaux, France

654.88
641Shing-Yi Wang

Department of Business Economics and Public Policy, Wharton School of Business, University of Pennsylvania, Philadelphia, Pennsylvania (USA)

654.9
642Susana Mourato

Department of Geography and Environment, London School of Economics (LSE), London, United Kingdom

655.87
643Tao Wu

International Monetary Fund (IMF), Washington, District of Columbia (USA)

658.22
644Caroline Van Rijckeghem

İktisat Bölümü, Boğaziçi Üniversitesi, İstanbul, Turkey

658.27
645Moshe Shiki Levy

Jerusalem School of Business Administration, Hebrew University of Jerusalem, Jerusalem, Israel

659.19
646Frances Philomena Ruane

Economic and Social Research Institute (ESRI), Dublin, Ireland

659.81
647Camelia Minoiu

Federal Reserve Board (Board of Governors of the Federal Reserve System), Washington, District of Columbia (USA)

660.99
648Jenny Minier

Department of Economics, Carol Martin Gatton College of Business and Economics, University of Kentucky, Lexington, Kentucky (USA)

661.92
649Anna Paulson

Economic Research Department, Federal Reserve Bank of Chicago, Chicago, Illinois (USA)

662.17
650Libertad Gonzalez

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

663.38
651Sevi Rodríguez Mora

School of Economics, University of Edinburgh, Edinburgh, United Kingdom

664.54
652Carol Frances Newman

Department of Economics, Trinity College Dublin, Dublin, Ireland

664.63
653Diana Weinhold

Department of International Development, London School of Economics (LSE), London, United Kingdom

667.68
654Selin Sayek

İktisat Bölümü, Bilkent Üniversitesi, Ankara, Turkey

669.05
655Antonia Díaz

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

669.51
656Carol Hua Shiue

Department of Economics, University of Colorado, Boulder, Colorado (USA)

670
657Maria Petrova

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

670.17
658Soo Hong Chew

Department of Economics, National University of Singapore (NUS), Singapore, Singapore

670.39
659Meredith Allison Crowley

Faculty of Economics, University of Cambridge, Cambridge, United Kingdom

672.86
660Marina Halac

Finance and Economics Department, Graduate School of Business, Columbia University, New York City, New York (USA)

673.78
661Terrie L. Walmsley

Center for Global Trade Analysis (GTAP), Department of Agricultural Economics, Purdue University, West Lafayette, Indiana (USA)

674.11
662Chi-Chur Chao

Department of Economics, Business School, Deakin University, Melbourne, Australia

675.22
663Kimberly Ann Elliott

Center for Global Development (CGD), Washington, District of Columbia (USA)

676.44
664Karin S. Thorburn

Institutt for finans, Norges Handelshøyskole (NHH), Bergen, Norway

676.95
665Ghazala Azmat

School of Economics and Finance, Queen Mary University of London, London, United Kingdom

677.94
666Kamhon Kan

Institute of Economics, Academia Sinica, Taipei, Taiwan

678.45
667Carola Frydman

Department of Finance, Kellogg Graduate School of Management, Northwestern University, Evanston, Illinois (USA)

678.81
668Daphne Nicolitsas

Department of Economics, University of Crete, Rethymnon, Greece

679.52
669Sudipta Sarangi

Department of Economics, Virginia Polytechnic Institute and State University (Virginia Tech), Blacksburg, Virginia (USA)

679.7
670Dominique Madeleine Guegan

Centre d'Économie de la Sorbonne, Université Paris 1 (Panthéon-Sorbonne), Paris, France

679.96
671Estelle Cantillon

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

680.35
672Andrea Vaona †

680.55
673Elizabeth Webster

Business School, Swinburne University of Technology, Melbourne, Australia

681.64
674Sarah Zubairy

Department of Economics, Texas A&M University, College Station, Texas (USA)

684.35
675Nada Mora

686.36
676Maria Luengo-Prado

Economic Research, Federal Reserve Bank of Boston, Boston, Massachusetts (USA)

688.27
677Patricia Funk

Istituto di Economia Politica (IdEP), Facoltá di scienze economiche, Universitá della Svizzera Italiana (USI), Lugano, Switzerland

688.68
678Manisha Shah

Luskin School of Public Affairs, University of California-Los Angeles (UCLA), Los Angeles, California (USA)

688.74
679Carolyn Heinrich

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

690.78
680Katharine Eleanor Rockett

Economics Department, University of Essex, Colchester, United Kingdom

692.69
681Stefanie Schurer

School of Economics, Faculty of Arts and Social Sciences, University of Sydney, Sydney, Australia

693.31
682Sylviane Guillaumont Jeanneney

Centre d'Études et de Recherches sur le Développement International (CERDI), École d'Économie, Université d'Auvergne (Clermont-Ferrand 1), Clermont-Ferrand, France

694.19
683Taryn Dinkelman

Department of Economics, University of Notre Dame, South Bend, Indiana (USA)

695.01
684Parantap Basu

Business School, Durham University, Durham, United Kingdom

695.16
685Inas Rashad Kelly

Economics Department, Loyola Marymount University, Los Angeles, California (USA)

698.13
686Jota Ishikawa

Graduate School of Economics/Faculty of Economics, Hitotsubashi University, Tokyo, Japan

699.55
687Sarmistha Pal

Surrey Business School, University of Surrey, Guildford, United Kingdom

700.64
688Bianca De Paoli

Centre for Economic Performance (CEP), London School of Economics (LSE), London, United Kingdom

700.81

Top 6%

In alphabetical order
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Top 7%

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Gara M. Afonso , Bina Agarwal , Eva Aguayo , Carol O Alexander , Elena Andreou , Silke Anger , Kate L. Antonovics , Enriqueta Aragones , Ragui A. Assaad , Meghana Ayyagari , Frédérique Bec , Katharine Bradbury , Kasey S. Buckles , Adriana Camacho , Jennifer Carpenter , Catherine Casamatta , Lisa Chauvet , YiLi Chien , Karen B. Clay , Catherine Y. Co , Gabriella Conti , Camille Cornand , Katrin Cremers , Katherine Cuff , Anna Piil Damm , Rose-Anne Dana , Cinzia Daraio , Indraneel Dasgupta , Sara De La Rica , Emilia Del Bono , Svetlana A. Demidova , Kathryn Dewenter , Rebecca Diamond , Lorraine Eden , Karen Nisa Eggleston , Mette Ejrnæs , Amani Elobeid , Nisvan Erkal , Molly Espey , Francesca Fabbri , Lidia Farre , Shuaizhang Feng , Caroline Fohlin , Xiaolan Fu , Pilar Garcia-Gomez , Laura Gardini , Andra C. Ghent , Chryssi Giannitsarou , Giorgia Giovannetti , Claudia Girardone , Laura M. Giuliano , Daniela Glätzle-Rützler , Gopi Shah Goda , Limor Golan , Nora E. Gordon , Zizi Goschin , Nathalie Greenan , Birgit Grodal †, Irena Grosfeld , Bishnupriya Gupta , Maia Güell , Stefanie Alexandra Haller , Aoife Hanley , Sharon G. Harrison , Heike Hennig-Schmidt , Jaroslava Hlouskova , Jill Elizabeth Hobbs , Vasso Ioannidou , Keiko Ito , Joyce Jacobsen , Sylvia Kaufmann , Karen A. Kopecky , Tatyana Koreshkova , Kate Krause , Margaret K. Kyle , Claire Lelarge , Laetitia Lepetit , Joanne Kathryn Lindley , Adrienne M Lucas , Elisa Luciano , Ghazala Mansuri , Ana Carmen Mauleon , Terra McKinnish , Chiara Monfardini , Luisa Montuschi , Kathleen J. Mullen , Caitlin Knowles Myers , Eva Mörk , Clotilde Napp , Giovanna Nicodano , Therese Nilsson , Bailey Norwood , June E O'Neill , Sonia Oreffice , Raquel Ortega-Argiles , Chiara Osbat , Melissa Osborne Groves , Una Okonkwo Osili , Joanne E. Oxley , Nathalie Picard , Chiara Daniela Pronzato , Meijun Qian , Angela Redish , Maureen Therese Rimmer , Monica Roman , Marzia Romanelli , Stephanie Rosenkranz , Mariacristina Rossi , Anne Beeson Royalty , Margarita Rubio , Leena Rudanko , Marie T. Ruel , Marianne Sensier , Katerina Sherstyuk , Marianne Simonsen , Agapi L. Somwaru , Thepthida Sopraseuth , Gesine Stephan , Leslie Sundt Stratton , Sigrid Suetens , Joanna K. Swaffield , Yuki Teranishi , Dawn D. Thilmany , Susan Thorp , Simla Tokgoz , Chiara Tomasi , Kristina van Deuverden , Elena Verdolini , Carolina Villegas-Sanchez , Eliana Viviano , Doris Weichselbaumer , Jenny Williams , Poh Kam Wong , Eliza Wu , Jing Yang , Sang-Seung Yi , Yimin Zhang , Inci Ötker-Robe ,

Top 8%

In alphabetical order
Ana Aizcorbe , Annika Alexius , Barbara Annicchiarico , Corinne Autant-Bernard , Ana Babus , Christina E. Bannier , Irene Bertschek , Huixin Bi , Maria Bigoni , Alessandra Bonfiglioli , Emine Boz , Zuzana Brixiová , Linda T. Bui , Monika Bütler , C. Monica Capra , Alessandra Casarico , Jennifer L. Castle , Pinka Chatterji , Maria Concetta Chiuri †, Judith Anne Clarke , Norma B. Coe , Julia Darby , Maria-Angeles de Frutos †, Judith M. Dean , Giovanna Maria Devetag , Elizabeth Dhuey , Stacy Dickert-Conlin , Tatiana Didier , Habiba Djebbari , Faridah Djellal , Catherine Doz , Elena Ivona Dumitrescu , E. Cristina Echevarria , Kelly Dane Edmiston , Carolyn L. Evans , Giulia Faggio , Gerlinde Fellner-Röhling , Doireann Fitzgerald , Taiji Furusawa , Lorna Ann Greening , Brit Grosskopf , Nandini Gupta , Nigar Hashimzade , Fumiko Hayashi , Susan R. Helper , Carmen Herrero , Ruth Vargas Hill , Adelheid Holl , Heidrun C. Hoppe-Wewetzer , Emma M. Iglesias , Gabriela Inchauste , Sriya Iyer , Olga Izryadnova , Pamela Jakiela , Doh-Shin Jeon , Belén Jerez , Patricia Justino , Luciana Juvenal , Katherine Ann Kiel , Jeong-Yoo Kim , Minseong Kim , Jean Kimmel , Pamina Koenig , Marion Kohler , Tatiana Kornienko , Jennifer Lynch Koski , Jackie Krafft , Pamela Labadie , Ariane Lambert-Mogiliansky , Jim Lee , Neil Lee , Evelyn L. Lehrer , Sara Lemos , Dong Li , C.-Y. Cynthia Lin Lawell , Paloma Lopez-Garcia , Helen Louri , Chunbo Ma , Megan MacGarvie , Renuka Mahadevan , Carol McAusland , Fabrizia Mealli , Mariapia Mendola , Friederike Mengel , Danièle Meulders , Katharina Michaelowa , Maria Montero , Pamela Mueller , Karen A. Mumford , Gaia Narciso , Fernanda Nechio , Doris Neuberger , Shoshana Neuman , Franziska Ohnsorge , Paulina Oliva , Eva Ortega , Emily Greene Owens , Ekaterini Panopoulou , Elena Pesavento , Roberta Piermartini , Dina D. Pomeranz , Catherine Porter , Duo Qin , Glenda Quintini , Veronica Rappoport , Mar Reguant , Julie Ann Remache , Judith Rich , Kareen Rozen , Katheryn Niles Russ , Filipa Goncalves Sa , Maria Saez-Marti , Lucie Schmidt , Kerstin Schneider , Shannon Seitz , Anastasia Semykina , Anindya Sen , Mihaela Simionescu (Bratu) , Betty J. Simkins , Costanza Torricelli , Nora Traum , Lourdes Trujillo , Aki Tsuchiya , Hélène Turon , Laurian June Unnevehr , Amparo Urbano , Giovanna Vallanti , Alessandra Venturini , Ingrid Verheul , Martina Viarengo , Sally Wallace , Tara Elizabeth Watson , Anke Weber , Ann Wolverton , Ingrid Woolard , Ximing Wu , Rebecca Zarutskie ,

Top 9%

In alphabetical order
JaeBin Ahn , Vivi Alatas , Heather Antecol , M. Caridad Araujo , Mariagiovanna Baccara , Catia Batista , Kathy Baylis , Meredith Beechey , Matilde Bombardini , Céline Bonnet , Irene Brambilla , Mary Alyssa Burke , Caterina Calsamiglia , Eva Carceles-Poveda , Alessandra Cassar , Amparo Castello-Climent , Mário Centeno , Stacey Hsiangju Chen , Sarah R. Cohodes , M. Dolores Collado , Francesca Cornaglia , Monica Das Gupta , Sonalde Desai , Ashwini Deshpande , Sabien Dobbelaere , Denise Jeanne Doiron , Orla Doyle , Leigh Drake , Faye Duchin , Nadja Dwenger , Monique Ebell , Karin Edmark , Hella Engerer , Katherine Eriksson , Berta Esteve-Volart , Ana Fernandes , Nancy Folbre , Raquel Fonseca , Margherita Fort , Gigi Foster , Lilyan Fulginiti , Delia Furtado , Catherine Fuss , Emanuela Galasso , Ina Ganguli , Teresa Garcia-Mila , Stefania Garetto , Anne Christina Gielen , Ellen Goddard , Micheline Goedhuys , Marta Gómez-Puig , Olena Havrylchyk , Hanna Hottenrott , Roula Inglesi-Lotz , Ana Maria Iregui , Elke Jutta Jahn , Attiya Yasmin Javid , Nancy Ammon Jianakoplos , Rebeca Jiménez-Rodríguez , Pornsit Jiraporn , Mireia Jofre-Bonet , Jill Johnes , Charlene Marie Kalenkoski , Marika Karanassou , Ani L. Katchova , Catherine Tahmee Koch , Kalpana Kochhar , Denise Eby Konan , Jeanne Lafortune , Joanna N. Lahey , Sylvie Lambert , Annick Laruelle , Wang-Sheng Lee , Sarah Marit Lein , Oksana M Leukhina , Sharon G. Levin , Helen Levy , Vivien Judith Lewis , Degui Li , Luanne Lohr , Claude Lopez , Claire Loupias , Maria Ana Lugo , Antonia López Villavicencio , Johanna Catherine Maclean , Virginia McConnell , Dominique Meurs , Silvia Miranda-Agrippino , Melinda Sandler Morrill , Andrea Morrison , Ren Mu , Valerie A. Mueller , Ileana Cristina Neagu Constantinescu , Friederike Niepmann , Katarina Nordblom , Hildegunn Kyvik Nordås , Maria Pia Olivero , Aderonke Osikominu , Pierella Paci , Sonia Paty , Alessandra Pelloni , Sonja Peterson , Carolin E. Pflueger , Olga Pindyuk , Elizabeth T. Powers , Sangeeta Pratap , Daniela Puzzello , Michelle Rendall , Joanne Roberts , Muriel Roger , Laura Rondi , Danielle H. Sandler , Nicole Schneeweis , Almuth Scholl , Tatevik Sekhposyan , Xiaoxia Shi , K Shields , Eva M. Sierminska , Joana Silva , Annastiina Silvennoinen , Nicole B. Simpson , Jennifer C. Smith , Michelle Sovinsky , Isabelle Thomas , Merih A. Uctum , Silke Uebelmesser , Masako Ueda , Karine Van der Straeten , Ine Van Robays , Danielle Venn , Elisabet Viladecans-Marsal , Claudia R. Williamson , Seong-Min Yoon , Gaiyan Zhang , Ning Zhang , Lea Zicchino , Victoria Zinde-Walsh , Julie Margaretta Zissimopoulos ,

Top 10%

In alphabetical order
Ashwini K. Agrawal , Heidi J. Albers , Annette Alstadsæter , Kathryn Hart Anderson , Amy Whritenour Ando , Viola Angelini , Heike Belitz , Marianna Belloc , Flora Bellone , Kenza Benhima , Emily J. Blanchard , Mariana Blanco , Dorothee Boccanfuso , Anne Daniela Boschini , Niamh M. Brennan , Janice Boucher Breuer , Jeannette Brosig-Koch , Meta Brown , Helle Bunzel , Aida Caldera , Ann M. Carlos , Sandrine Cazes , Gabriella Chiesa , Carmel U. Chiswick , Kim-Sau Chung , Julie Chytilová , Jenny Corbett , Jessica Coria , Patricia Crifo , Carin Van Der Cruijsen , Claudia Custodio , Tatiana Damjanovic , Coral del Rio Otero , Roberta Dessi , Rose Anne Devlin , Lena Dräger , Diane P. Dupont , Rochelle Edge , Annalisa Ferrando , Monique Florenzano †, April Mitchell Franco , Lana Friesen , Zuzana Fungacova , Lisa George , Raffaela Giordano , Nathalie Girouard , Pauline Givord , Mary Gregory , Veronika Grimm , Nicole Guertzgen , Catherine Guirkinger , Siv Gustafsson , Isabel Günther , Hanna Halaburda , Song Han †, Zohal Hessami , Jolanda Hessels , Dawn Nicole Holland , Astrid Hopfensitz , Cecilia Jona-Lasinio , Isabell Koske , Lisa Kramer , Jaya Krishnakumar , Signe Krogstrup , Anne Laferrere , Nathalie Lazaric , Trinh Van Thi Le , Chul-In Lee , Sonya Seongyeon Lim , Hong Ma , Sheri Marina Markose , Gael Margaret Martin , Ana Paula Martins , Xenia Matschke , Susan E. Mayer , Yvonne McCarthy , Valentina Meliciani , Charlotta Mellander , Carolyn M. Moehling , Tewodaj Mogues , Chiaki Moriguchi , Mirabelle Muûls , Éva Nagypál , Shanthi Nataraj , Susanne Neckermann , Katharine S. Neiss , Zoe Oldfield , Nienke Oomes , Gulcin Ozkan , Cyn-Young Park , Gurnain Kaur Pasricha , Caroline Paunov , Marga Peeters , María Fabiana Penas , Lynne Pepall , Amber Peterman , Anne Morrison Piehl , Sougata Poddar , Sandra Polania-Reyes , Helen Popper , Doris Prammer , Esmeralda A. Ramalho , Rekha Rao-Nicholson , Laura Razzolini , Aura Reggiani , Patricia Rice , Catherine Rodriguez , Cathy A. Roheim , Åsa Rosén , Claudia R. Sahm , Grazia D. Santangelo , Amelia U. Santos-Paulino , Frédérique Savignac , Tammy Schirle , Constance Smith , Catherine Sofer , Paula Tkac , Eugenia Froedge Toma , Filiz D. Unsal , Natacha Valla , Eline van der Heijden , Valentina Vasile , Mette Verner , Dorte Verner , Sujata Visaria , Marie-Ange Véganzonès , Hannelore Weck-Hannemann , Helen Weeds , Yupana Wiwattanakantang , Feixue Xie , Haichun Ye , Linda Yueh , Gema Zamarro , Aleksandra Zdzienicka , Lei Zhang , Xuan Zhang , Xueyan Zhao ,

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