Discussion papers
Findings from CEP's academic research are first published in our open-access discussion paper series.
All Discussion papers
Marcus Biermann and Elsa Leromain
26 January 2023
Stephen J. Redding
25 January 2023
Dan A. Black, Jeffrey Grogger, Tom Kirchmaier and Koen Sanders
20 January 2023
Stephan Maurer, Guido Schwerdt and Simon Wiederhold
9 January 2023
Paul C. Cheshire, Christian A. L. Hilber, Piero Montebruno and Rosa Sanchis-Guarner
12 December 2022
Cheti Nicoletti, Almudena Sevilla and Valentina Tonei
8 December 2022
Rui Costa, Swati Dhingra and Stephen Machin
7 December 2022
Jan David Bakker, Nikhil Datta, Richard Davies and Josh De Lyon
1 December 2022
Stefania Albanesi, Claudia Olivetti and Barbara Petrongolo
24 November 2022
Dzhamilya Nigmatulina
23 November 2022
Hugo Reis and Hugo de Almeida Vilares
17 November 2022
Stephan Heblich, Stephen J. Redding and Hans-Joachim Voth
16 November 2022
Boris Hirsch, Elke J. Jahn, Alan Manning and Michael Oberfichtner
8 November 2022
Antonin Bergeaud, Arthur Guillouzouic, Emeric Henry and Clement Malgouyres
26 October 2022
Antonin Bergeaud, Julia Schmidt and Riccardo Zago
24 October 2022
Mathias Fjaellegaard Jensen and Alan Manning
17 October 2022
Andrew B. Bernard and Yuan Zi
17 October 2022
Omar Arias, Pedro Carneiro, Angela Duckworth, Lauren Eskreis-Winkler, Christian Krekel, Ana Maria Munoz Boudet, Violeta Petroska-Beska and Indhira Santos
17 October 2022
Marco Manacorda, Guido Tabellini and Andrea Tesei
14 October 2022
Antonin Bergeaud and Cyril Verluise
14 October 2022
Tito Boeri and Pierre Cahuc
11 October 2022
Stephen Gibbons and Christian Hilber
10 October 2022
Gabor Bekes and Gianmarco I. P. Ottaviano
7 October 2022
Francesco Manaresi, Alessandro Palma, Luca Salvatici and Vincenzo Scrutinio
5 October 2022
Giulia Giupponi and Stephen Machin
13 September 2022
Andrew Seltzer and Jonathan Wadsworth
5 September 2022
Emanuel Ornelas and John L. Turner
31 August 2022
Giammario Impullitti and Syed Kazmi
26 August 2022
Nicolas Gonzalez-Pampillon, Gonzalo Nunez-Chaim and Henry G. Overman
28 July 2022
Rocco Macchiavello and Ameet Morjaria
21 July 2022
Ekaterina Oparina, Caspar Kaiser, Niccolo Gentile, Alexandre Tkatchenko, Andrew E. Clark, Jan-Emmanuel De Neve and Conchita D'Ambrosio
20 July 2022
Fabrizio Leone, Rocco Macchiavello and Tristan Reed
19 July 2022
Elias Einio, Josh Feng and Xavier Jaravel
13 July 2022
Xiao Chen, Hanwei Huang, Jiandong Ju, Ruoyan Sun and Jialiang Zhang
13 July 2022
Xavier Jaravel and Danial Lashkari
12 July 2022
Leonardo Bursztyn, Jonathan Kolstad, Aakaash Rao, Pietro Tebaldi and Noam Yuchtman
12 July 2022
Attila Lindner, Balazs Murakozy, Balazs Reizer and Ragnhild Schreiner
1 July 2022
Jeremiah Dittmar and Ralph R. Meisenzahl
30 June 2022
Donna Brown and Jonathan Wadsworth
22 June 2022
Andrew E. Clark, Conchita D'Ambrosio, Niccolo Gentile and Alexandre Tkatchenko
7 June 2022
Xiang Ding, Teresa C. Fort, Stephen J. Redding and Peter K. Schott
1 June 2022
Christos Genakos and Eleni Kyrkopoulou
28 April 2022
Antonin Bergeaud and Cyril Verluise
28 April 2022
Jo Blanden, Matthias Doepke and Jan Stuhler
28 April 2022
Martina Manara and Tanner Regan
28 April 2022
Rebecca Freeman, Kalina Manova, Thomas Prayer and Thomas Sampson
26 April 2022
Nicholas Bloom, Scott W. Ohlmacher, Cristina J. Tello-Trillo and Melanie Wallskog
7 April 2022
Martin Gaynor, Adam Sacarny, Raffaella Sadun, Chad Syverson and Shruthi Venkatesh
7 April 2022
Andrew L. Kun, Raffaella Sadun, Orit Shaer and Thomaz Teodorovicz
6 April 2022
Giuseppe Berlingieri and Frank Pisch
6 April 2022
Hites Ahir, Nicholas Bloom and Davide Furceri
5 April 2022
Andrew L. Kun, Raffaella Sadun, Orit Shaer and Thomaz Teodorovicz
5 April 2022
Jonathan Gruber, Grace Lordan, Stephen Pilling, Carol Propper and Rob Saunders
25 March 2022
Jan Bietenbeck, Andreas Leibing, Jan Marcus and Felix Weinhardt
16 March 2022
Jan De Loecker, Tim Obermeier and John Van Reenen
9 March 2022
Ralph De Haas, Ralf Martin, Mirabelle Muuls and Helena Schweiger
7 March 2022
Anna D'Ambrosio and Vincenzo Scrutinio
3 March 2022
Ralf Martin and Dennis Verhoeven
2 March 2022
Tommaso Sonno and Davide Zufacchi
1 March 2022
Andreas Teichgraeber and John Van Reenen
25 February 2022
Antonin Bergeaud, Jean Benoit Eymeoud, Thomas Garcia and Dorian Henricot
24 February 2022
Simon Briole, Marc Gurgand, Eric Maurin, Sandra McNally, Jenifer Ruiz-Valenzuela and Daniel Santin
22 February 2022
Niklas Gohl, Peter Haan, Claus Michelsen and Felix Weinhardt
10 February 2022
Max Marczinek, Stephan E. Maurer and Ferdinand Rauch
2 February 2022
Laura Alfaro, Cathy Bao, Maggie X. Chen, Junjie Hong and Claudia Steinwender
2 February 2022
Nicholas Bloom, Leonardo Iacovone, Mariana Pereira-Lopez and John Van Reenen
25 January 2022
Swati Dhingra and Thomas Sampson
25 January 2022
Gabriel M. Ahlfeldt, Duncan Roth and Tobias Seidel
20 January 2022
Fernando Borraz, Felipe Carozzi, Nicolás González-Pampillón and Leandro Zipitria
20 January 2022
Nicholas Bloom, Takafumi Kawakubo, Charlotte Meng, Paul Mizen, Rebecca Riley, Tatsuro Senga and John Van Reenen
5 January 2022
Oriana Bandiera, Nidhi Parekh, Barbara Petrongolo and Michelle Rao
17 December 2021
Olivier Chanel, Alberto Prati and Morgan Raux
15 December 2021
Rachel Griffith and John Van Reenen
30 November 2021
Felix Bracht and Dennis Verhoeven
26 November 2021
Pedro Molina Ogeda, Emanuel Ornelas and Rodrigo R. Soares
17 November 2021
Parag A. Pathak, Kevin Ren and Camille Terrier
15 November 2021
Michael W. L. Elsby, Jennifer C. Smith and Jonathan Wadsworth
10 November 2021
Charlotte Guillard, Ralf Martin, Pierre Mohnen, Catherine Thomas and Dennis Verhoeven
4 November 2021
Andreas Teichgraeber and John Van Reenen
3 November 2021
Martin Beraja, Andrew Kao, David Y. Yang and Noam Yuchtman
2 November 2021
Christos Genakos, Tobias Kretschmer and Ambre Nicolle
1 November 2021
Matthew D. Adler, Paul Dolan, Amanda Henwood and Georgios Kavetsos
1 November 2021
Raphael Calel, Jonathan Colmer, Antoine Dechezleprêtre and Matthieu Glachant
29 October 2021
Luke Milsom and Isabelle Roland
28 October 2021
Matej Bajgar, Chiara Criscuolo and Jonathan Timmis
28 October 2021
Luis Bosshart and Jeremiah Dittmar
22 October 2021
Carlo Altomonte, Gianmarco I. P. Ottaviano, Armando Rungi and Tommaso Sonno
15 October 2021
Nikhil Datta and Stephen Machin
23 September 2021
Holger Breinlich, Dennis Novy and J.M.C. Santos Silva
22 September 2021
Ari Bronsoler, Joseph Doyle and John Van Reenen
14 September 2021
Italo Colantone, Gianmarco I. P. Ottaviano and Piero Stanig
13 September 2021
Jose Maria Barrero, Nicholas Bloom and Steven J. Davis
10 September 2021
Nicholas Bloom, Tarek Alexander Hassan, Aakash Kalyani, Josh Lerner and Ahmed Tahoun
10 September 2021
Joe Fuller, Stephen Hansen, Tejas Ramdas and Raffaella Sadun
8 September 2021
Stephen Michael Impink, Andrea Prat and Raffaella Sadun
8 September 2021
Katarzyna Bilicka and Daniela Scur
7 September 2021
Monica Langella and Alan Manning
6 September 2021
Nicholas Bloom and Arjun Ramani
2 September 2021
Brian Bell, Nicholas Bloom and Jack Blundell
2 September 2021
Emanuel Ornelas and Patricia Tovar
1 September 2021
Jose Maria Barrero, Nicholas Bloom and Steven J. Davis
13 August 2021
Scott R. Baker, Nicholas Bloom, Steven J. Davis and Marco Sammon
13 August 2021
Nicholas Bloom, Robert S. Fletcher and Ethan Yeh
12 August 2021
Philippe Aghion, Antonin Bergeaud, Matthieu Lequien, Marc J. Melitz and Thomas Zuber
9 August 2021
Elsa Leromain and Gonzague Vannoorenberghe
30 July 2021
Benny Kleinman, Ernest Liu and Stephen J. Redding
28 July 2021
Antonin Bergeaud, Clement Malgouyres, Clement Mazet-Sonilhac and Sara Signorelli
28 July 2021
Facundo Albornoz, Irene Brambilla and Emanuel Ornelas
28 July 2021
Gabriel M. Ahlfeldt, Stephan Heblich and Tobias Seidel
20 July 2021
Ria Ivandic, Tom Kirchmaier and Neus Torres-Blas
4 July 2021
Monica Langella and Alan Manning
30 June 2021
Holger Breinlich, Elsa Leromain, Dennis Novy and Thomas Sampson
30 June 2021
Andrew E. Clark, Conchita D'Ambrosio and Anthony Lepinteur
30 June 2021
Marc J. Melitz and Stephen J. Redding
17 June 2021
Holger Breinlich, Valentina Corradi, Nadia Rocha, Michele Ruta, J.M.C. Santos Silva and Tom Zylkin
16 June 2021
Giuseppe Berlingieri, Luca Marcolin and Emanuel Ornelas
3 June 2021
Facundo Albornoz, Hector F. Calvo Pardo, Gregory Corcos and Emanuel Ornelas
2 June 2021
Nicholas Stern and Anna Valero
1 June 2021
Paul Dolan, Christian Krekel, Helen Lee, Claire Marshall, Ganga Shreedhar and Allison Smith
31 May 2021
Xuepeng Liu, Emanuel Ornelas and Huimin Shi
26 May 2021
Tito Boeri, Paolo Naticchioni, Vincenzo Scrutinio and Edoardo di Porto
21 May 2021
Andrés Barrios Fernández and Jorge Garcia-Hombrados
21 May 2021
Piero Montebruno, Olmo Silva and Nikodem Szumilo
11 May 2021
Ghazala Azmat and Katja Kaufmann
5 May 2021
Sarah Flèche, Anthony Lepinteur and Nattavudh Powdthavee
19 April 2021
Andrew E. Clark, Conchita D'Ambrosio and Elodie Djemaï
14 April 2021
Sabrina T. Howell, Jason Rathje, John Van Reenen and Jun Wong
13 April 2021
Yatang Lin, Thomas K.J. McDermott and Guy Michaels
13 April 2021
Maria Cotofan, Robert Dur and Stephan Meier
1 April 2021
Jo Blanden, Andrew Eyles and Stephen Machin
1 April 2021
Martin Beraja, David Y. Yang and Noam Yuchtman
31 March 2021
Rafael Dix-Carneiro, Joao Paulo Pessoa, Ricardo Reyes-Heroles and Sharon Traiberman
22 March 2021
Niklas Gohl, Peter Haan, Elisabeth Kurz and Felix Weinhardt
19 March 2021
Holger Breinlich, Harald Fadinger, Volker Nocke and Nicolas Schutz
15 March 2021
Bernardo Guimaraes, Joao Paulo Pessoa and Vladimir Ponczek
8 March 2021
Andrew E. Clark, Conchita D'Ambrosio, Simone Ghislandi, Anthony Lepinteur and Giorgia Menta
26 February 2021
Lee Elliot Major, Andrew Eyles and Stephen Machin
25 February 2021
Tom Kirchmaier, Monica Langella and Alan Manning
19 February 2021
Andrew E. Clark, Maria Cotofan and Richard Layard
19 February 2021
Yuhei Miyauchi, Kentaro Nakajima and Stephen J. Redding
18 February 2021
Philippe Aghion, Antonin Bergeaud and John Van Reenen
18 January 2021
Christian A. L. Hilber and Andreas Mense
15 January 2021
Swati Dhingra, Rebecca Freeman and Hanwei Huang
12 January 2021
Josh De Lyon and Joao Paulo Pessoa
11 January 2021
Carlo Altomonte, Domenico Favoino, Monica Morlacco and Tommaso Sonno
8 January 2021
Chad Bown, Paola Conconi, Aksel Erbahar and Lorenzo Trimarchi
6 January 2021
Christian Krekel, Julia Rechlitz, Johannes Rode and Alexander Zerrahn
16 December 2020
Nick Jacob and Giordano Mion
15 December 2020
Gabriel M. Ahlfeldt, Fabian Bald, Duncan Roth and Tobias Seidel
10 December 2020
César Ducruet, Réka Juhász, Dávid Krisztián Nagy and Claudia Steinwender
8 December 2020
Jonathan Colmer and John Voorheis
2 December 2020
Kabir Dasgupta, André Diegmann, Tom Kirchmaier and Alexander Plum
1 December 2020
Andreas Diemer and Tanner Regan
24 November 2020
Hanming Fang, Chunmian Ge, Hanwei Huang and Hongbin Li
19 November 2020
Ria Ivandic, Tom Kirchmaier and Ben Linton
18 November 2020
Jonathan Colmer, Ralf Martin, Mirabelle Muûls and Ulrich J. Wagner
17 November 2020
Tony Beatton, Michael P. Kidd and Matteo Sandi
13 November 2020
Maximilian v. Ehrlich and Henry G. Overman
12 October 2020
Gabriel M. Ahlfeldt, Thilo N. H. Albers and Kristian Behrens
5 October 2020
Benjamin Handel, Jonathan Kolstad, Thomas Minten and Johannes Spinnewijn
2 October 2020
Claudia Hupkau and Barbara Petrongolo
2 October 2020
Ross Levine and Yona Rubinstein
1 October 2020
Edoardo di Porto, Paolo Naticchioni and Vincenzo Scrutinio
1 October 2020
Swati Dhingra and Stephen Machin
30 September 2020
Stephen J. Redding
29 September 2020
Arun Advani, Felix Koenig, Lorenzo Pessina and Andy Summers
24 September 2020
Pol Antràs, Stephen J. Redding and Esteban Rossi-Hansberg
21 September 2020
Davin Chor, Kalina Manova and Zhihong Yu
8 September 2020
Luna Bellani, Anselm Hager and Stephan E. Maurer
20 August 2020
Mathias Huebener, Nico A. Siegel, C. Katharina Spiess, Gert G. Wagner and Sevrin Waights
20 August 2020
Alan Manning and Graham Mazeine
18 August 2020
Felipe Carozzi, Sandro Provenzano and Sefi Roth
17 August 2020
Jonas Jessen, C. Katharina Spiess and Sevrin Waights
11 August 2020
Christos Genakos, Felix Grey and Robert A. Ritz
30 July 2020
Benny Kleinman, Ernest Liu and Stephen J. Redding
20 July 2020
Anthony J. Venables
16 July 2020
Sönke Hendrik Matthewes
14 July 2020
Giordano Mion, Luca David Opromolla and Gianmarco I. P. Ottaviano
13 July 2020
Gabriel M. Ahlfeldt and Jason Barr
7 July 2020
Luke Milsom, Vladimír Pažitka, Isabelle Roland and Dariusz Wójcik
6 July 2020
Jonathan Colmer, Dajun Lin, Siying Liu and Jay Shimshack
3 July 2020
Paul Cheshire and Katerina Kaimakamis
29 June 2020
Francesco Campo, Mariapia Mendola, Andrea Morrison and Gianmarco I. P. Ottaviano
23 June 2020
Ali Kabiri, Vlad Malone, Isabelle Roland and Mariana Spatareanu
12 June 2020
Georg Graetz, Oskar Nordström Skans and Björn Öckert
9 June 2020
Federico Cingano and Fadi Hassan
8 June 2020
Ester Faia, Sebastien Laffitte, Maximilian Mayer and Gianmarco I. P. Ottaviano
29 May 2020
Abel Brodeur, Andrew E. Clark, Sarah Flèche and Nattavudh Powdthavee
19 May 2020
Fabrice Defever, Jose-Daniel Reyes, Alejandro Riaño and Gonzalo Varela
18 May 2020
Adam Altmejd, Andrés Barrios Fernández, Marin Drlje, Joshua Goodman, Michael Hurwitz, Dejan Kovac, Christine Mulhern, Christopher Neilson and Jonathan Smith
12 May 2020
Michael Amior and Alan Manning
7 May 2020
Barbara Petrongolo and Maddalena Ronchi
27 April 2020
Nick Jacob and Giordano Mion
22 April 2020
Andrew E. Clark and Anthony Lepinteur
16 April 2020
Richard Disney, John Gathergood, Stephen Machin and Matteo Sandi
31 March 2020
Philippe Aghion, Roland Bénabou, Ralf Martin and Alexandra Roulet
31 March 2020
Rita Cappariello, Sebastian Franco-Bedoya, Vanessa Gunnella and Gianmarco I. P. Ottaviano
26 March 2020
Felipe Carozzi, Christian A. L. Hilber and Xiaolun Yu
13 March 2020
Paul Frijters, Christian Krekel and Aydogan Ulker
13 March 2020
Antoine Dechezleprêtre, David Hemous, Morten Olsen and Carlo Zanella
21 February 2020
Swati Dhingra and Silvana Tenreyro
6 February 2020
Jeffrey Grogger, Ria Ivandic and Tom Kirchmaier
5 February 2020
Mary Amiti, Stephen J. Redding and David E. Weinstein
3 February 2020
Cheng Chen and Claudia Steinwender
31 January 2020
Stefano Bolatto, Alireza Naghavi, Gianmarco I. P. Ottaviano and Katja Zajc Kejzar
21 January 2020
Timothy Besley, Isabelle Roland and John Van Reenen
21 January 2020
Jan-Emmanuel De Neve, Daisy Fancourt, Christian Krekel and Richard Layard
20 January 2020
Antoine Berthou, John Jong-Hyun Chung, Kalina Manova and Charlotte Sandoz Dit Bragard
7 January 2020
Holger Breinlich, Elsa Leromain, Dennis Novy and Thomas Sampson
10 December 2019
Fabrice Defever, Michele Imbruno and Richard Kneller
10 December 2019
Philippe Aghion, Antonin Bergeaud, Richard Blundell and Rachel Griffith
6 December 2019
Jan-Emmanuel De Neve, Filip Gesiarz and Tali Sharot
27 November 2019
Enrico Moretti, Claudia Steinwender and John Van Reenen
14 November 2019
Decio Coviello, Andrea Ichino and Nicola Persico
12 November 2019
Nicolás González-Pampillón
7 November 2019
Walter Bossert, Andrew E. Clark, Conchita D'Ambrosio and Anthony Lepinteur
29 October 2019
Andrew E. Clark, Paul Frijters, Christian Krekel and Richard Layard
25 October 2019
Philippe Aghion, Antonin Bergeaud, Matthieu Lequien and Marc J. Melitz
24 October 2019
Clare Leaver, Renata Lemos and Daniela Scur
21 October 2019
Clément S. Bellet, Jan-Emmanuel De Neve and George Ward
18 October 2019
Matej Bajgar, Giuseppe Berlingieri, Sara Calligaris, Chiara Criscuolo and Jonathan Timmis
9 October 2019
Andrés Barrios Fernández
3 October 2019
Emanuel Ornelas and Laura Puccio
2 October 2019
Jonas Jessen, Sophia Schmitz and Sevrin Waights
25 September 2019
Stefano Federico, Fadi Hassan and Veronica Rappoport
19 September 2019
Stuart Campbell, Lindsey Macmillan, Richard Murphy and Gill Wyness
28 August 2019
Dan Andrews, Chiara Criscuolo and Peter N. Gal
14 August 2019
Christopher Cornwell, Ian M. Schmutte and Daniela Scur
13 August 2019
Paul Dolan, Georgios Kavetsos, Christian Krekel, Dimitris Mavridis, Robert Metcalfe, Claudia Senik, Stefan Szymanski and Nicolas R. Ziebarth
12 August 2019
Xavier Jaravel and Erick Sager
8 August 2019
Johannes Boehm and Jan Sonntag
5 August 2019
Fabrice Defever, Giammario Impullitti, Teodora Borota Milicevic and Adam Hal Spencer
2 August 2019
Monica Langella and Alan Manning
26 July 2019
Christos Genakos and Mario Pagliero
26 July 2019
Holger Breinlich, Elsa Leromain, Dennis Novy and Thomas Sampson
24 July 2019
Maria Sánchez-Vidal
16 July 2019
Felipe Carozzi and Sefi Roth
15 July 2019
Nicholas Bloom, John Van Reenen and Heidi Williams
10 July 2019
Stephan E. Maurer and Ferdinand Rauch
9 July 2019
Gabriel M. Ahlfeldt, Volker Nitsch and Nicolai Wendland
21 June 2019
Grace Lordan and Alistair McGuire
20 June 2019
Per-Anders Edin, Tiernan Evans, Georg Graetz, Sofia Hernnäs and Guy Michaels
18 June 2019
Pawel Bukowski and Filip Novokmet
14 June 2019
Andrea Ichino, Martin Olsson, Barbara Petrongolo and Peter Skogman Thoursie
7 June 2019
Natalie Chen, Wanyu Chung and Dennis Novy
4 June 2019
Michael Amior and Alan Manning
4 June 2019
Rui Costa, Swati Dhingra and Stephen Machin
29 May 2019
Jan-Emmanuel De Neve, Clement Imbert, Maarten Luts, Johannes Spinnewijn and Teodora Tsankova
17 May 2019
David S. Jacks and Dennis Novy
16 May 2019
Giulia Faggio, Olmo Silva and William C. Strange
15 May 2019
Andrew Mountford and Jonathan Wadsworth
7 May 2019
Marta De Philippis and Federico Rossi
3 May 2019
Ria Ivandic, Tom Kirchmaier and Stephen Machin
30 April 2019
Johannes Boehm, Swati Dhingra and John Morrow
17 April 2019
Tito Boeri and Pietro Garibaldi
4 April 2019
Esteban M. Aucejo, Teresa Romano and Eric S. Taylor
1 April 2019
Jane K. Dokko, Benjamin J. Keys and Lindsay E. Relihan
28 March 2019
Antonella Nocco, Gianmarco I. P. Ottaviano and Matteo Salto
25 March 2019
Marta Barazzetta, Andrew E. Clark and Conchita D'Ambrosio
22 March 2019
Boris Hirsch, Elke J. Jahn, Alan Manning and Michael Oberfichtner
20 March 2019
Max Nathan and Anna Rosso
20 March 2019
Christopher T. Stanton and Catherine Thomas
19 March 2019
Jan-Emmanuel De Neve, Christian Krekel and George Ward
15 March 2019
Stephen Gibbons, Cong Peng and Cheng Keat Tang
14 March 2019
Mary Amiti, Stephen J. Redding and David E. Weinstein
5 March 2019
Quentin Coutellier, Greer Gosnell, Ralf Martin, Mirabelle Muûls, Goran Strbac, Mingyang Sun and Simon Tindermans
11 February 2019
Antoine Dechezleprêtre, Caterina Gennaioli, Ralf Martin, Mirabelle Muûls and Thomas Stoerk
11 February 2019
Jeremiah Dittmar and Skipper Seabold
31 January 2019
Kilian Huber, Volker Lindenthal and Fabian Waldinger
28 January 2019
Julia Cajal-Grossi, Rocco Macchiavello and Guillermo Noguera
28 January 2019
Alex Bell, Raj Chetty, Xavier Jaravel, Neviana Petkova and John Van Reenen
24 January 2019
Matthew Baird, A.V. Chari, Shanthi Nataraj, Alexander Rothenberg, Shqiponja Telhaj and L. Alan Winters
23 January 2019
Stephen J. Redding and David E. Weinstein
16 January 2019
Andy Feng and Anna Valero
16 January 2019
Leonardo Baccini, Giammario Impullitti and Edmund J. Malesky
10 January 2019
Andrew B. Bernard, Emmanuel Dhyne, Glenn Magerman, Kalina Manova and Andreas Moxnes
4 January 2019
Brian Bell, Jack Blundell and Stephen Machin
20 December 2018
Philippe Aghion, Emmanuel Farhi and Enisse Kharroubi
14 December 2018
Ufuk Akcigit, Sina T. Ates and Giammario Impullitti
14 December 2018
Philippe Aghion, Antonin Bergeaud, Gilbert Cette, Rémy Lecat and Hélène Maghin
11 December 2018
Giammario Impullitti, Omar Licandro and Pontus Rendahl
11 December 2018
Georgios Kavetsos, Ichiro Kawachi, Ilias Kyriopoulos and Sotiris Vandoros
7 December 2018
Giulia Giupponi and Camille Landais
3 December 2018
Brian Bell, Pawel Bukowski and Stephen Machin
27 November 2018
Giuseppe Berlingieri, Frank Pisch and Claudia Steinwender
19 November 2018
Grant Bickwit, Emanuel Ornelas and John L. Turner
31 October 2018
Maria Molina-Domene
30 October 2018
Arturs Kalnins, Stephen F. Lin and Catherine Thomas
29 October 2018
Emanuel Ornelas and Marcos Ritel
2 October 2018
Matthew Ridley and Camille Terrier
25 September 2018
Margarida Madaleno, Max Nathan, Henry G. Overman and Sevrin Waights
25 September 2018
Esteban M. Aucejo, Patrick Coate, Jane Cooley Fruehwirth, Sean Kelly and Zachary Mozenter
24 September 2018
Stephan Heblich, Stephen J. Redding and Daniel M. Sturm
12 September 2018
Johannes Boehm and Ezra Oberfield
12 September 2018
Hans R. A. Koster and Edward W. Pinchbeck
10 September 2018
Holger Breinlich, Elsa Leromain, Dennis Novy, Thomas Sampson and Ahmed Usman
7 September 2018
J. Vernon Henderson, Sebastian Kriticos and Dzhamilya Nigmatulina
6 September 2018
Philippe Bracke and Silvana Tenreyro
29 August 2018
Ester Faia, Sebastien Laffitte and Gianmarco I. P. Ottaviano
28 August 2018
Brian Bell, Rui Costa and Stephen Machin
24 August 2018
Richard Murphy, Felix Weinhardt and Gill Wyness
14 August 2018
Paola Conconi, Giovanni Facchini, Max F. Steinhardt and Maurizio Zanardi
8 August 2018
Stephen Gibbons, Stephan Heblich and Edward W. Pinchbeck
6 August 2018
Helen Johnson, Sandra McNally, Heather Rolfe, Jenifer Ruiz-Valenzuela, Robert Savage, Janet Vousden and Clare Wood
1 August 2018
Stephen Gibbons and Daniel J. Graham
26 July 2018
David S. Jacks and Dennis Novy
20 July 2018
Alan Manning and Paolo Masella
17 July 2018
Jan David Bakker, Stephan E. Maurer, Jörn-Steffen Pischke and Ferdinand Rauch
12 July 2018
Giuseppe Berlingieri, Sara Calligaris and Chiara Criscuolo
12 July 2018
Christian A. L. Hilber and Olivier Schöni
10 July 2018
Filippo Di Mauro, Fadi Hassan and Gianmarco I. P. Ottaviano
3 July 2018
Keith Head, Yao Amber Li and Asier Minondo
20 June 2018
Nicholas Bloom, Kalina Manova, Stephen Teng Sun, John Van Reenen and Zhihong Yu
20 June 2018
Gabriel M. Ahlfeldt, Wolfgang Maennig and Steffen Q. Mueller
19 June 2018
Keith Head and Thierry Mayer
19 June 2018
Natalie Chen and Dennis Novy
15 June 2018
Nicholas Bloom, Brian Lucking and John Van Reenen
14 May 2018
Laura Alfaro, Nicholas Bloom, Paola Conconi, Harald Fadinger, Patrick Legros, Andrew F. Newman, Raffaella Sadun and John Van Reenen
10 May 2018
Jörg Kalbfuß, Reto Odermatt and Alois Stutzer
2 May 2018
Andrew B. Bernard, Esther Ann Bøler and Swati Dhingra
30 April 2018
Gerard H. Dericks and Hans R. A. Koster
26 April 2018
Andrew B. Bernard and Andreas Moxnes
24 April 2018
Zhuan Pei, Jörn-Steffen Pischke and Hannes Schwandt
10 April 2018
Konstantin Büchel and Stephan Kyburz
9 April 2018
Stephen Gibbons, Olmo Silva and Maria Sánchez-Vidal
6 April 2018
Pawel Adrjan and Brian Bell
27 March 2018
Tom Kirchmaier, Stephen Machin, Matteo Sandi and Robert Witt
22 March 2018
Laurent Bouton, Paola Conconi, Francisco Pino and Maurizio Zanardi
22 March 2018
Giulia Giupponi and Stephen Machin
21 March 2018
Swati Dhingra, Rebecca Freeman and Eleonora Mavroeidi
13 March 2018
Doruk Cengiz, Arindrajit Dube, Attila Lindner and Ben Zipperer
16 February 2018
Stephen Gibbons, Vincenzo Scrutinio and Shqiponja Telhaj
12 February 2018
Ghazala Azmat and Stefania Simion
2 February 2018
Renata Lemos and Daniela Scur
29 January 2018
Stephen Machin and Matteo Sandi
25 January 2018
Paola Conconi, Manuel García-Santana, Laura Puccio and Roberto Venturini
19 December 2017
Zack Cooper, Fiona Scott Morton and Nathan Shekita
18 December 2017
Zack Cooper, Amanda Kowalski, Eleanor Neff Powell and Jennifer Wu
14 December 2017
Philippe Aghion, Ufuk Akcigit, Ari Hyytinen and Otto Toivanen
12 December 2017
Andrés Barrios Fernández and Giulia Bovini
12 December 2017
Sara Calligaris, Massimo Del Gatto, Fadi Hassan, Gianmarco I. P. Ottaviano and Fabiano Schivardi
11 December 2017
Alex Bell, Raj Chetty, Xavier Jaravel, Neviana Petkova and John Van Reenen
11 December 2017
Randolph Bruno, Nauro Campos, Saul Estrin and Meng Tian
29 November 2017
Fabrice Defever, Jose-Daniel Reyes, Alejandro Riaño and Miguel Eduardo Sánchez Martin
29 November 2017
Philippe Aghion, Ufuk Akcigit, Matthieu Lequien and Stefanie Stantcheva
24 November 2017
Fabrice Defever, Christian Fischer and Jens Südekum
21 November 2017
Philippe Aghion, Antonin Bergeaud, Timo Boppart, Peter J. Klenow and Huiyu Li
20 November 2017
Stephen J. Redding and David E. Weinstein
16 November 2017
Andrew E. Clark and Tom Lee
15 November 2017
Clément Bosquet, Pierre-Philippe Combes and Cecila Garcia-Peñalosa
14 November 2017
Andrea Ariu, Holger Breinlich, Gregory Corocs and Giordano Mion
9 November 2017
Johannes Boehm, Swati Dhingra and John Morrow
8 November 2017
Hanwei Huang, Jiandong Ju and Vivian Z. Yue
7 November 2017
Laura Alfaro, Pol Antràs, Davin Chor and Paola Conconi
25 October 2017
Alessandro Iaria, Carlo Schwarz and Fabian Waldinger
24 October 2017
Fabrice Defever and Alejandro Riaño
23 October 2017
Gene M. Grossman, Elhanan Helpman, Ezra Oberfield and Thomas Sampson
17 October 2017
Camille Landais, Arash Nekoei, Peter Nilsson, David Seim and Johannes Spinnewijn
16 October 2017
Swati Dhingra and John Morrow
12 October 2017
Richard Murphy, Judith Scott-Clayton and Gill Wyness
9 October 2017
Nicholas Bloom, Renata Lemos, Raffaella Sadun and John Van Reenen
29 September 2017
Saul Estrin, Daniel Gozman and Susanna Khavul
21 September 2017
Francesco Caselli and Alan Manning
20 September 2017
Nicholas Bloom, Charles I Jones, John Van Reenen and Michael Webb
6 September 2017
Lorenzo Caliendo, Luca David Opromolla, Fernando Parro and Alessandro Sforza
9 August 2017
Andrew E. Clark, Sarah Flèche and Warn N. Lekfuangfu
26 July 2017
Daniel Paravisini, Veronica Rappoport and Philipp Schnabl
24 July 2017
Michael A. Clemens and Jennifer Hunt
19 July 2017
V. Bhaskar, Robin Linacre and Stephen Machin
17 July 2017
Abel Brodeur, Warn N. Lekfuangfu and Yanos Zylberberg
12 July 2017
Giuseppe Berlingieri, Patrick Blanchenay and Chiara Criscuolo
22 June 2017
Swati Dhingra, Gianmarco I. P. Ottaviano, Veronica Rappoport, Thomas Sampson and Catherine Thomas
22 June 2017
Christos Genakos, Tommaso Valletti and Frank Verboven
21 June 2017
Andrew E. Clark, Sarah Flèche, Richard Layard, Nattavudh Powdthavee and George Ward
7 June 2017
Davide Cantoni, Jeremiah Dittmar and Noam Yuchtman
17 May 2017
David Autor, David Dorn, Lawrence F. Katz, Christina Patterson and John Van Reenen
Revised June 2019
Irene Sanchez Arjona, Ester Faia and Gianmarco I. P. Ottaviano
25 April 2017
Sascha O. Becker, Thiemo Fetzer and Dennis Novy
24 April 2017
Philippe Aghion, Nicholas Bloom, Brian Lucking, Raffaella Sadun and John Van Reenen
21 April 2017
Swati Dhingra, Hanwei Huang, Gianmarco I. P. Ottaviano, Joao Paulo Pessoa, Thomas Sampson and John Van Reenen
21 April 2017
Marco Bertoni, Stephen Gibbons and Olmo Silva
21 April 2017
David Autor, David Dorn, Lawrence F. Katz, Christina Patterson and John Van Reenen
5 April 2017
Ruben Durante, Paolo Pinotti and Andrea Tesei
4 April 2017
Jan-Emmanuel De Neve and George Ward
30 March 2017
Diego Battiston, Jordi Blanes i Vidal and Tom Kirchmaier
30 March 2017
Ester Faia and Gianmarco I. P. Ottaviano
27 March 2017
Nicholas Bloom, Erik Brynjolfsson, Lucia Foster, Ron Jarmin, Megha Patnaik, Itay Saporta-Eksten and John Van Reenen
27 March 2017
Kalina Manova and Zhihong Yu
14 February 2017
Jo Blanden, Kirstine Hansen and Sandra McNally
13 February 2017
Joan Costa-Font and Sarah Flèche
10 February 2017
Jo Blanden and Stephen Machin
31 January 2017
Decio Coviello and Stefano Gagliarducci
26 January 2017
Claudia Olivetti and Barbara Petrongolo
24 January 2017
Claudia Hupkau and Marion Leturcq
23 January 2017
Georg Graetz and Guy Michaels
13 January 2017
Monica Langella and Alan Manning
14 December 2016
Giordano Mion, Luca David Opromolla and Alessandro Sforza
13 December 2016
Kristian Behrens, Giordano Mion, Yasusada Murata and Jens Südekum
6 December 2016
Tony Beatton, Michael P. Kidd, Stephen Machin and Dipa Sarkar
30 November 2016
Andrew Eyles, Stephen Machin and Sandra McNally
21 November 2016
Rabah Arezki, Thiemo Fetzer and Frank Pisch
1 November 2016
Randolph Bruno, Nauro Campos, Saul Estrin and Meng Tian
24 October 2016
Stephen J. Redding and Esteban Rossi-Hansberg
11 October 2016
Alessandro Gavazza, Simon Mongey and Giovanni L. Violante
4 October 2016
Emmanuel Amissah, Spiros Bougheas, Fabrice Defever and Rod Falvey
20 September 2016
Christian Fons-Rosen, Vincenzo Scrutinio and Katalin Szemeredi
Revised March 2017
Grace Lordan and Jörn-Steffen Pischke
3 August 2016
Stephen J. Redding and David E. Weinstein
2 August 2016
Anna Valero and John Van Reenen
Revised October 2017
Thierry Mayer, Marc J. Melitz and Gianmarco I. P. Ottaviano
28 July 2016
Paul Dolan, Georgios Kavetsos, Christian Krekel, Dimitris Mavridis, Robert Metcalfe, Claudia Senik, Stefan Szymanski and Nicolas R. Ziebarth
26 July 2016
Brian Bell, Simone Pedemonte and John Van Reenen
12 July 2016
Fadi Hassan and Paolo Lucchino
4 July 2016
Evangelia Leda Pateli
24 June 2016
Paul Dolan, Chloe Foy, Georgios Kavetsos and Laura Kudrna
21 June 2016
Andrew B. Bernard, Andreas Moxnes and Yukiko U. Saito
14 June 2016
Zack Cooper, Stephen Gibbons and Matthew Skellern
7 June 2016
Nicholas Bloom, Raffaella Sadun and John Van Reenen
1 June 2016
Andrew B. Bernard and Toshihiro Okubo
26 May 2016
Fabrice Defever and Alejandro Riaño
19 May 2016
Andrew B. Bernard, Renzo Massari, Jose-Daniel Reyes and Daria Taglioni
9 May 2016
Cletus C. Coughlin and Dennis Novy
6 May 2016
Decio Coviello, Andrea Guglielmo and Giancarlo Spagnolo
26 April 2016
Andrew B. Bernard, Andreas Moxnes and Karen Helene Ulltveit-Moe
26 April 2016
Stephen Machin, Sandra McNally and Martina Viarengo
25 April 2016
Andrew B. Bernard, Valerie Smeets and Frederic Warzynski
12 April 2016
Stefano Gagliarducci and Marco Manacorda
11 April 2016
Jordi Blanes i Vidal and Marc Möller
6 April 2016
Andrew B. Bernard, J. Bradford Jensen, Stephen J. Redding and Peter K. Schott
6 April 2016
Marco Manacorda and Andrea Tesei
Revised December 2019
Jeremiah Dittmar and Ralph R. Meisenzahl
17 March 2016
Holger Breinlich, Swati Dhingra and Gianmarco I. P. Ottaviano
16 March 2016
Stefan Bender, Nicholas Bloom, David Card, John Van Reenen and Stefanie Wolter
14 March 2016
Markus K. Brunnermeier, Luis Garicano, Philip R. Lane, Marco Pagano, Ricardo Reis, Tano Santos, David Thesmar, Stijn Van Nieuwerburgh and Dimitri Vayanos
11 March 2016
Antoine Dechezleprêtre, Elias Einiö, Ralf Martin, Kieu-Trang Nguyen and John Van Reenen
11 March 2016
Luis Garicano and Luis Rayo
8 March 2016
Claudia Olivetti and Barbara Petrongolo
24 February 2016
Quoc-Anh Do, Kieu-Trang Nguyen and Anh N. Tran
24 February 2016
Caroline J. Charpentier, Jan-Emmanuel De Neve, Jonathan P. Roiser and Tali Sharot
23 February 2016
Johannes Boehm, Swati Dhingra and John Morrow
22 February 2016
Felix Koenig, Alan Manning and Barbara Petrongolo
15 February 2016
Gianluca Benigno and Luca Fornaro
2 February 2016
Brian Bell and Stephen Machin
29 January 2016
Gene M. Grossman, Elhanan Helpman, Ezra Oberfield and Thomas Sampson
19 January 2016
Emanuele Forlani, Ralf Martin, Giordano Mion and Mirabelle Muûls
19 January 2016
Richard V. Burkhauser, Jan-Emmanuel De Neve and Nattavudh Powdthavee
12 January 2016
Adriana Kocornik-Mina, Thomas K.J. McDermott, Guy Michaels and Ferdinand Rauch
17 December 2015
Lorenzo Caliendo, Giordano Mion, Luca David Opromolla and Esteban Rossi-Hansberg
17 December 2015
Richard Murphy and Gill Wyness
17 December 2015
Zack Cooper, Stuart Craig, Martin Gaynor and John Van Reenen
15 December 2015
Hannes Schwandt and Amelie Wuppermann
14 December 2015
Yatang Lin, Yu Qin and Zhuan Zie
14 December 2015
Robin A. Naylor, Jeremy Smith and Shqiponja Telhaj
26 November 2015
Marc Fleurbaey and Hannes Schwandt
25 November 2015
Benjamin Handel, Jonathan T. Kolstad and Johannes Spinnewijn
23 November 2015
Francesco Caselli, Miklos Koren, Milan Lisicky and Silvana Tenreyro
19 November 2015
Janet Currie and Hannes Schwandt
13 November 2015
Ferdinando Monte, Stephen J. Redding and Esteban Rossi-Hansberg
11 November 2015
Tito Boeri and Juan Francisco Jimeno
11 November 2015
Andrew B. Bernard and Swati Dhingra
29 October 2015
Andrew E. Clark, Warn N. Lekfuangfu, Nattavudh Powdthavee and George Ward
28 October 2015
Scott R. Baker, Nicholas Bloom and Steven J. Davis
27 October 2015
Holger Breinlich, Volker Nocke and Nicolas Schutz
27 October 2015
Kalina Manova and Zhihong Yu
Revised March 2016
Jordi Blanes i Vidal and Tom Kirchmaier
13 October 2015
Fabrice Defever, Christian Fischer and Jens Südekum
8 October 2015
Brian Bell, Rui Costa and Stephen Machin
1 October 2015
Christos Genakos, Costas Roumanias and Tommaso Valletti
25 September 2015
Shaun Larcom, Ferdinand Rauch and Tim Willems
21 September 2015
Natalia Ramondo, Veronica Rappoport and Kim J. Ruhl
11 September 2015
Andrew Eyles, Stephen Machin and Olmo Silva
4 September 2015
Yonas Alem and Jonathan Colmer
1 August 2015
Andrew Eyles and Stephen Machin
7 August 2015
Jeremiah Dittmar and Skipper Seabold
1 August 2015
Matthew D. Adler, Paul Dolan and Georgios Kavetsos
1 August 2015
Alex Bryson, John Forth and Lucy Stokes
15 July 2015
Joan Costa-Font and Frank A Cowell
14 July 2015
Jonas Kolsrud, Camille Landais, Peter Nilsson and Johannes Spinnewijn
8 July 2015
Joan Costa-Font, Martin Karlsson and Henning Oien
25 June 2015
Benjamin Faber, Rosa Sanchis-Guarner and Felix Weinhardt
18 June 2015
Esther Ann Bøler, Beata Javorcik and Karen Helene Ulltveit-Moe
16 June 2015
Michael Amior and Alan Manning
8 June 2015
Sarah Flèche and Richard Layard
3 June 2015
Mirko Draca, Theodore Koutmeridis and Stephen Machin
1 June 2015
Nicholas Bloom, Fatih Guvenen, David J. Price and Jae Song
27 May 2015
Gianmarco I. P. Ottaviano, Giovanni Peri and Greg C. Wright
26 May 2015
Jo Blanden, Emilia Del Bono, Sandra McNally and Birgitta Rabe
26 May 2015
David Atkin, Benjamin Faber and Marco Gonzalez-Navarro
15 May 2015
Louis-Philippe Beland and Richard Murphy
7 May 2015
Gianluca Benigno, Nathan Converse and Luca Fornaro
1 May 2015
Nitika Bagaria, Felix Koenig, Barbara Petrongolo and John Van Reenen
29 April 2015
Mark Bryan and Alex Bryson
17 April 2015
Eleni Garbi, Christos Genakos and Mario Pagliero
17 April 2015
Nicholas Oulton and Gavin Wallis
31 March 2015
Olivier Marie and Ulf Zölitz
25 March 2015
Terence C. Cheng, Joan Costa-Font and Nattavudh Powdthavee
Revised December 2015
Antoine Dechezleprêtre and Misato Sato
4 March 2015
Svetoslav Danchev and Christos Genakos
3 March 2015
Georg Graetz and Guy Michaels
3 March 2015
Javier Ortega and Gregory Verdugo
20 February 2015
Andy Feng and Georg Graetz
11 February 2015
Alex Bryson, Andrew E. Clark, Richard B. Freeman and Colin P. Green
11 February 2015
Esther Hauk and Javier Ortega
10 February 2015
Alex Bryson, Rafael Gomez and Tingting Zhang
10 February 2015
Erik Eyster, Kristóf Madarász and Pascal Michaillat
3 February 2015
Joan Costa-Font, Mireia Jofre-Bonet and Julian Le Grand
21 January 2015
Martin Foureaux Koppensteiner and Marco Manacorda
7 January 2015
Edward P. Lazear, Kathryn L. Shaw and Christopher T. Stanton
19 December 2014
Alan Manning and Amar Shanghavi
18 December 2014
Edward P. Lazear, Kathryn L. Shaw and Christopher T. Stanton
10 December 2014
Tito Boeri, Pietro Garibaldi and Espen R. Moen
Revised December 2015
Christopher T. Stanton and Catherine Thomas
28 November 2014
Andrew E. Clark, Conchita D'Ambrosio and Simone Ghislandi
21 November 2014
Ghazala Azmat, Caterina Calsamiglia and Nagore Iriberri
Revised October 2015
Saul Estrin, Ute Stephan and Suncica Vujic
13 November 2014
Nicholas Bloom, Renata Lemos, Raffaella Sadun and John Van Reenen
3 November 2014
Erling Barth, Alex Bryson, James C. Davis and Richard B. Freeman
3 November 2014
Christos Genakos, Pantelis Koutroumpis and Mario Pagliero
21 October 2014
Filipe Lage de Sousa and Gianmarco I. P. Ottaviano
20 October 2014
William Fuchs, Luis Garicano and Luis Rayo
13 October 2014
Alex Bryson and Richard B. Freeman
13 October 2014
Andrew E. Clark, Sarah Flèche and Claudia Senik
8 October 2014
Jorge De la Roca, Gianmarco I. P. Ottaviano and Diego Puga
8 October 2014
Femke De Keulenaer, Jan-Emmanuel De Neve, Georgios Kavetsos, Michael I. Norton, Bert Van Landeghem and George W. Ward
8 October 2014
Holger Breinlich, Anson Soderbery and Greg C. Wright
26 September 2014
Esteban M. Aucejo and Teresa Romano
26 September 2014
Gianmarco I. P. Ottaviano
23 September 2014
Antoine Dechezleprêtre, Ralf Martin and Myra Mohnen
22 September 2014
Stephen Machin and Richard Murphy
22 September 2014
Iain Cockburn, Jean O. Lanjouw and Mark Schankerman
18 September 2014
David W. Johnston, Grace Lordan, Michael A. Shields and Agne Suziedelyte
9 September 2014
Fabio Pinna and Stephan Seiler
8 September 2014
Matt Dickson, Paul Gregg and Harriet Robinson
4 September 2014
Colin Hottman, Stephen J. Redding and David E. Weinstein
3 September 2014
Francesca Cornaglia, Warn N. Lekfuangfu, Nattavudh Powdthavee and Nele Warrinnier
18 August 2014
Gianmarco I. P. Ottaviano
6 August 2014
Andreas Georgiadis and Alan Manning
4 August 2014
Fabrice Defever and Alejandro Riaño
25 July 2014
Paul Dolan and Matteo M. Galizzi
23 July 2014
Brian Bell, Anna Bindler and Stephen Machin
14 July 2014
Alex Bryson and Arnaud Chevalier
11 July 2014
Christos Genakos and Tommaso Valletti
4 July 2014
Stephan E. Maurer and Andrei V. Potlogea
24 June 2014
Alex Bryson, Petri Böckerman, Christian Hakulinen, Jaakko Pehkonen, Laura Pulkki-Raback, Olli Raitakari and Jutta Viinikainen
20 June 2014
Stephen J. Redding and Matthew A. Turner
15 June 2014
Stephen Hansen, Michael McMahon and Andrea Prat
9 June 2014
Aleksi Aaltonen and Stephan Seiler
9 June 2014
Chiara Criscuolo, Peter N. Gal and Carlo Menon
6 June 2014
Pablo Fajgelbaum and Stephen J. Redding
6 June 2014
Alex Bryson, John Forth and Lucy Stokes
4 June 2014
Alex Bryson and Michael White
4 June 2014
Jan-Emmanuel De Neve, Cait Lamberton and Michael I. Norton
29 May 2014