Participant Index (Updated 10/16/2014)

Index to Participants Abate, Girum (gabate@creates.au.dk): 183 Abrahams, Alexei Sisulu (alexei_abrahams@brown.edu): 37 , 116 Abreu Faro e Mota, Nuno (nabreufa@syr.edu): 36 Abutalebpur, Ali (aabutal1@mix.wvu.edu): 197 Acs, Zoltan J. (zacs@gmu.edu): 125 , 143 , 165 , 182 Adalja, Aaron (aadalja@umd.edu): 108 Adams, Matthew D. (adamsmd@mcmaster.ca): 178 Ahlfeldt, Gabriel M. (g.ahlfeldt@lse.ac.uk): 186 Ahn, Tae-Hyuk (ahnt@ornl.gov): 194 Ahrend, Rudiger (Rudiger.AHREND@oecd.org): 154 Akamatsu, Takashi (email not available): 24 Akhmedjonov, Alisher (aakhmedjonov@ipaglobal.com): 64 Akune, Yuko (yakune@reitaku-u.ac.jp): 10 , 45 Albouy, David Yves (albouy@illinois.edu): 131 Albrecht, Don (don.albrecht@usu.edu): 48 Albrecht, Scott (sbrick@umd.edu): 48 Alexander, Eliot C. (eliot.c.alexander@gmail.com): 80 Aliprantis, Dionissi (dionissi.aliprantis@clev.frb.org): 72 Alivon, Fanny (fanny.alivon@u-bourgogne.fr): 11 Allan, Grant J. (grant.j.allan@strath.ac.uk): 38 Allen, Jonnell (jdallen@maxwell.syr.edu): 173 Almeida, Eduardo Simoes de (edualmei@gmail.com): 160 Almeida, Renan Pereira (renanp.almeida@gmail.com): 157 Alonso-Villar, Olga (ovillar@uvigo.es): 133 Alvarez Pinilla, Antonio (alvarez@uniovi.es): 62 Alvarez, Inmaculada Concepción (inmaculada.alvarez@uam.es): 55 Alvarez-Martinez, Maria Teresa (maria.alvarez@ec.europa.eu): 139 , 162 Alves, Denisard C. (dcoalves@gmail.com): 17 , 65 , 76 Amaral, Pedro (pedrovma@gmail.com): 23 , 96 , 157 Ambrose, Brent (email not available): 31 Amiel, Lindsay (lnamiel@wisc.edu): 191 Ana, Vinuela (avinuela@uniovi.es): 163 Anantsuksomsri, Sutee (sutee@aoni.waseda.jp): 101 Anderson, Bill (bander@uwindsor.ca): 63 Anderson, John (janderson4@unl.edu): 68 Anderson, Richard J. (richard.anderson@imperial.ac.uk): 118 Andersson, Martin (martin.andersson@circle.lu.se): 145 Ando, Amy (amyando@illinois.edu): 43 Ando, Asao (ando@m.tohoku.ac.jp): 142 Andrade, Mônica Viegas (mviegas123@gmail.com): 12 Andres Rosales, Roldan (roldandres@apolo.acatlan.unam.mx): 35 Angioloni, Simone (sangiol@uga.edu): 107 , 126 Anselin, Luc (luc.anselin@asu.edu): 2 , 23 , 123 Anshory Zen, Fauziah S. (fauziah.zen@eria.org): 44 , 84 Araujo, Veneziano (venezianoa@gmail.com): 77 Arbia, Giuseppe (giuseppe.arbia@rm.unicatt.it): 128 , 146 , 168 , 183 , 198 Archibong, Belinda (ba2207@columbia.edu): 19 , 146

Aroca, Patricio (patricio.aroca@uai.cl): 62 , 94 Arosemena, Antonio José Avendaño (antonio.avendano@usa.edu.com): 79 Arribas-Bel, Daniel (d.arribas-bel@bham.ac.uk): 23 , 86 , 105 , 123 , 141 Asarta, Carlos (casarta@udel.edu): 68 , 107 Ashraf, Ather (atherashraf@gmail.com): 85 Asquith, Brian J. (basquith@uci.edu): 153 Assmann, Dirk (dirk.assmann@wiwi.uni-regensburg.de): 57 Assunção, Juliano (juliano@econ.puc-rio.br): 65 Atkin, David (email not available): 171 Atuesta, Laura H. (laura.atuesta@cide.edu): 80 Autant-Bernard, Corinne (corinne.autant@univ-st-etienne.fr): 83 Avidan, Idan (iavidan@bgu.ac.il): 47 Avner, Paolo (avner@centre-cired.fr): 195 Awuku-Budu, Christian (Chistian.Awuku-Budu@bea.gov): 39 Backman, Mikaela (mikaela.backman@ihh.hj.se): 22 , 165 Bae, Chang-Hee Christine (cbae@uw.edu): 178 Bae, Jean (jean.bae@nyu.edu): 180 Bagchi-Sen, Sharmistha (geosbs@buffalo.edu): 195 Bakens, Jessie (j.bakens@vu.nl): 105 Bao, Shuming (sbao@umich.edu): 23 Barata, Eduardo (ebarata@fe.uc.pt): 59 , 162 Bartholomae, Florian W. (florian.bartholomae@unibw.de): 34 , 78 Barzin, Samira (s.barzin12@imperial.ac.uk): 153 Bassett, Jeff (jbassett.2@gmail.com): 104 Bastos, Suzana Quinet (quinet.bastos@ufjf.edu.br): 76 Basu, Amiya K. (abasu@syr.edu): 47 Batabyal, Amit (aabgsh@rit.edu): 77 , 134 Batey, Peter (pwjbatey@liv.ac.uk): 173 Baude, Patrick (email not available): 52 Baum-Snow, Nathaniel (Nathaniel_Baum-Snow@brown.edu): 92 Baycan, Tüzin (tbaycan@itu.edu.tr): 193 Bayer, Joshua (josh@joshuabayer.com): 144 Baylis, Kathy (baylis@illinois.edu): 37 , 45 , 146 Baypinar, Mete (mbbaypinar@gmail.com): 138 Bazzi, Samuel (email not available): 50 Beaubrun-Diant, Kevin (kevin.beaubrun@dauphine.fr): 177 Beenstock, Michael (msbin@huji.ac.il): 97 Beheshtian, Arash (ab2348@cornell.edu): 84 Behrens, Christiaan L. (c.l.behrens@vu.nl): 118 Behrens, Kristian (behrens.kristian@uqam.ca): 24 , 30 Bellman, Benjamin (benjamin_bellman@brown.edu): 34 Bender, Stefan (email not available): 26 Beregovska, Tetyana Z. (tbp54@mail.missouri.edu): 95 Berliant, Marcus (berliant@artsci.wustl.edu): 90 Berman, Danielle (Danielle.Berman@fns.usda.gov): 21 Bernedo, Maria (mbernedodelcarpio1@student.gsu.edu): 22 Betz, Mike (betz.40@osu.edu): 20 , 48 , 122 Beyers, William B. (beyers@u.washington.edu): 49 Bezin, Emeline (email not available): 130 Bidanset, Paul (pbidanset@gmail.com): 56 Biderman, Ciro (ciro.biderman@gmail.com): 55

Bieri, David (bieri@umich.edu): 126 Billings, Stephen B. (sbillin2@uncc.edu): 52 Bills, Nelson (nlb4@cornell.edu): 45 Birkin, Mark (M.H.Birkin@leeds.ac.uk): 56 , 123 Bjerke, Lina (lina.bjerke@jibs.hj.se): 77 , 98 Blair, Peter Q. (pqblair@gmail.com): 193 Blaudin de Thé, Camille (email not available): 51 Blehaut, Marianne (marianne.blehaut@ensae.fr): 157 Blien, Uwe (uwe.blien@iab.de): 115 , 156 Boarnet, Marlon (boarnet@price.usc.edu): 178 Bode, Eckhardt (eckhardt.bode@ifw-kiel.de): 196 Boe-Gibson, Geua (geuaboe@waikato.ac.nz): 173 Boitier, Vincent (vincent.boitier@gmail.com): 91 Bokhari, Ali Saeed (ali.bokhari@uqconnect.edu.au): 100 Bolton, Roger (Roger.E.Bolton@williams.edu): 107 Bondonio, Daniele (daniele.bondonio@sp.unipmn.it): 82 Bonet, Jaime Alfredo (jbonetmo@banrep.gov.co): 176 Bonilla, Leonardo (leonardobonilla84@gmail.com): 57 Boohaker, James (jbooh07@yahoo.com): 21 Borges, Junia Lucio de Castro (juniaborges@yahoo.com.br): 190 Borowiecki, Martin (martin.borowiecki.fl@ait.ac.at): 55 Bosker, Maarten (bosker@ese.eur.nl): 50 Boslett, Andrew (aboslet1@gmail.com): 88 Bosworth, Gary (gbosworth@lincoln.ac.uk): 189 Boualam, Brahim (brahim.boualam@unige.ch): 186 Bouf, Dominique Andre (dominique.bouf@let.ish-lyon.cnrs.fr): 194 Boyce, David (dboyce@uic.edu): 6 , 67 , 114 Bracke, Philippe (philippe.bracke@gmail.com): 135 Brakman, Steven (s.brakman@rug.nl): 40 Brasington, David (david.brasington@uc.edu): 99 Bringmann, Katja (katja.bringmann@uantwerpen.be): 35 Brinkman, Jeffrey Calhoon (calhoonbrinkman@gmail.com): 70 Britto, Gustavo (gustavo@cedeplar.ufmg.br): 12 Brixy, Udo (udo.brixy@iab.de): 75 Brooks, Leah (lfbrooks@gwu.edu): 170 Brown, Jason (jason.brown@kc.frb.org): 68 , 88 Brown, Lathania Wendy-Kay (brown.4572@osu.edu): 188 Brown, W. Mark (Mark.Brown@statcan.gc.ca): 62 Brown, Warren (warren.brown@cornell.edu): 173 Brueckner, Jan K. (jkbrueck@uci.edu): 92 Brunelle, Cédric (cbrunelle@mun.ca): 124 Brunner, Eric (email not available): 52 Brunow, Stephan (stephan.brunow@iab.de): 138 Bryan, Jane (bryanj@cf.ac.uk): 179 Bucher, Anne (anne.bucher@unistra.fr): 170 Bunten, Devin (devinbunten@ucla.edu): 68 , 174 Burger, Martijn (mburger@ese.eur.nl): 155 , 188 Burkey, Mark (burkeym@ncat.edu): 137 Burnett, J. Wesley (Wesley.Burnett@mail.wvu.edu): 119 Burnquist, Heloisa L. (hlburnqu@usp.br): 38 Burridge, Peter (peter.burridge@york.ac.uk): 128

Burssens, Junior (junior.burssens@ugent.be): 99 Busson, Henri (henri.busson@univ-rennes1.fr): 91 Bykadorov, Igor (bykadorov.igor@mail.ru): 18 , 120 Cabral, Joilson Assis (cabraljoilson@gmail.com): 13 , 38 , 58 Caetano, Gregorio S. (gregorio.caetano@rochester.edu): 105 , 148 , 185 Cai, Di (stonechua@sina.com): 43 Calabrese, Thad (thad.calabrese@nyu.edu): 180 Camagni, Roberto (roberto.camagni@polimi.it): 22 Cameron, Michael P. (mcam@waikato.ac.nz): 163 Camp, Kevin (campk@purdue.edu): 79 Campbell, Maureen (maureencampbell@live.com): 63 Canavan, Shane (shane.canavan09@imperial.ac.uk): 118 Capello, Roberta (roberta.capello@polimi.it): 6 , 22 , 127 Caragliu, Andrea (andrea.caragliu@polimi.it): 22 , 103 , 127 Carbonaro, Gianni (email not available): 54 Cardoso, Debora Freire (dfreirecardoso@gmail.com): 12 Cardoso, Francisco (cardoso@nescon.medicina.ufmg.br): 96 Carrion-Flores, Carmen E. (ccarrion@binghamton.edu): 58 Carroll, Daniel R. (email not available): 72 Carroll, Michael C. (mcarrol@bgsu.edu): 136 , 151 Carvalho, Grazielle A. (grazielleanjoo@gmail.com): 161 Carvalho, Pedro G. (pguedes@ubi.pt): 13 Carvalho, Terciane Sabadini (tersabadini@gmail.com): 65 Casey, Marcus (mcasey@uic.edu): 52 Cavalcanti, Tiago V. (email not available): 200 Cerqua, Augusto (augusto.cerqua@uniroma1.it): 176 Chakrabarti, Sandip (sandipch@usc.edu): 141 Champagne, Maurice (mchampagne41@gmail.com): 39 , 84 Chan, Raymond (email not available): 62 Chang, Kuming (kc346@cornell.edu): 153 Charlot, Sylvie (sylvie.charlot@grenoble.inra.fr): 149 Charnoz, Pauline (pauline.charnoz@gmail.com): 118 Chatterjee, Satyajit (chatterjee.satyajit@gmail.com): 131 Chein, Flavia (suquinet@powerline.com.br): 76 Chein, Flávia (ffchein@gmail.com): 65 , 78 Chen, Anping (anping.chen@hotmail.com): 44 Chen, Ching-mu (chen2011@econ.tohoku.ac.jp): 18 Chen, Chun Hung (cchen9@gmu.edu): 61 Chen, Peter (chenxiangpeter@gmail.com): 122 Chen, Yong (yong.chen@oregonstate.edu): 61 , 82 Chen, Zhenhua (zchen7@gmu.edu): 80 , 123 , 176 Cheng, Fang Fang (email not available): 149 Cheng, Shaoming (scheng@fiu.edu): 165 Cherrier, Jennifer (jennifercherrier@gmail.com): 16 Cherubini, Luca (luca.cherubini@bancaditalia.it): 162 Cheshire, Paul Charles (p.cheshire@lse.ac.uk): 131 Chetty, Raj (chetty@fas.harvard.edu): 20 Chhatre, Ashwini (achhatre@illinois.edu): 45 Chimelli, Ariaster B. (chimeli@ohio.edu): 39 Cho, Clare Y. (clare.y.cho@gmail.com): 15 Cho, Daeheon (daeheon2@snu.ac.kr): 106

Cho, Jae Beum (jc2664@cornell.edu): 116 Chun, Yongwan (ywchun@utdallas.edu): 19 , 37 Chung, Sungyup (email not available): 71 Church, Rick (church@geog.ucsb.edu): 61 , 87 , 124 Cioffi-Revilla, Claudio (ccioffi@gmu.edu): 104 Clapp, Christopher Marshall (email not available): 110 Clapp, John M. (John.Clapp@business.uconn.edu): 164 , 183 Clark, Jill (clark.1099@osu.edu): 122 Clarke, Graham P. (G.P.Clarke@leeds.ac.uk): 47 , 56 Clauretie, Terrence M. (mike.clauretie@unlv.edu): 121 Clay, Karen (kclay@andrew.cmu.edu): 159 Coe, Jessie (jessie.coe@utexas.edu): 133 Cohen, Jeffrey P. (professorjeffrey@gmail.com): 183 , 198 Cole, Sam (samcole@buffalo.edu): 190 Connaughton, John (jec@uncc.edu): 97 Connolly, Cristina (connolly.78@osu.edu): 140 Conroy, Tessa (tessa.conroy@colostate.edu): 68 Cooke, Abigail M. (abigail.cooke@gmail.com): 11 Cooke, Stephen (stephen.cooke@implan.com): 22 Corcoran, Jonathan (jj.corcoran@uq.edu.au): 69 , 79 , 100 Cordes, Sarah A. (sarah.cordes@nyu.edu): 111 Cosman, Jacob Neal (jcosman@interchange.ubc.ca): 71 Costa, Adriano Borges Ferreira (adriano@borgescosta.net): 55 , 138 Costa, Cinthia C. (cinthia.cabral.da.costa@gmail.com): 38 Coughlin, Cletus C. (coughlin@stls.frb.org): 183 , 196 Coulson, Edward (fyj@psu.edu): 31 , 86 Court, Christa D. (ccourt@MRIGlobal.org): 59 Couture, Victor (victor.couture@gmail.com): 130 Craig, Steven (email not available): 26 Crawley, Andrew James (crawleyaj@cardiff.ac.uk): 188 Crescenzi, Riccardo (r.crescenzi@lse.ac.uk): 40 , 89 , 188 Crispino, Paolo (paolo.crispino@bancaditalia.it): 191 Croitoru, Arie (acroitor@gmu.edu): 37 , 46 Cromartie, John (jbc@ers.usda.gov): 54 Crooks, Andrew (acrooks2@gmu.edu): 19 , 46 , 66 , 85 , 104 Cross, Philip (P.Cross@leeds.ac.uk): 123 Crozet, Yves (yves.crozet@let.ish-lyon.cnrs.fr): 100 Cruz, Luis (lmgcruz@fe.uc.pt): 59 , 162 Cuberes, David (d.cuberes@sheffield.ac.uk): 72 , 184 Cueto, Begona (bcueto@uniovi.es): 165 Cutler, Harvey (harvey.cutler@colostate.edu): 180 Da Mata, Daniel (damatadaniel@hotmail.com): 41 , 200 da Mota Silveira Neto, Raul (rau.silveira@uol.com.br): 64 , 75 , 177 Dai, Min (diamind@126.com): 159 Daisy, Naznin Sultana (daisy_naznin05@yahoo.com): 158 Daito, Nobuhiko (ndaito@masonlive.gmu.edu): 42 , 176 Dall Erba, Sandy (dallerba@email.arizona.edu): 38 , 49 , 101 , 168 Dalumpines, Ron (dalumprf@mcmaster.ca ): 142 Das Gupta, Debasree (ddasgupt@masonlive.gmu.edu): 61 Davis, Donald R. (drdavis@columbia.edu): 29 , 105 Davis, Sara (ser6@cornell.edu): 84

De Borger, Bruno L. (email not available): 92 De Castris, Marusca (marusca.decastris@uniroma3.it): 176 de Graaff, Thomas (t.de.graaff@vu.nl): 116 , 198 de Groot, Henri (email not available): 32 De la Ossa, Melisa (melisadelaossa@gmail.com): 153 De la Roca, Jorge (email not available): 130 Dealy, Bern Caudill (dealyb@unm.edu): 17 , 117 Dearmon, Jacob (jdearmon@hotmail.com): 46 DeFusco, Anthony A. (anthonydefusco@gmail.com): 25 Del Bo, Chiara F. (chiara.delbo@unimi.it): 103 , 176 Del Río, Coral (crio@uvigo.es): 133 Delamata, Tamara (tamara.delamata@uam.es): 63 Delgado, Michael S. (delgado2@purdue.edu): 174 , 181 Deller, Steve (scdeller@wisc.edu): 22 , 68 , 191 Dembele, Assa (dembelea@msu.edu): 20 Dementyeva, Maria (madement@gmail.com): 42 Demidova, Olga (demidova@hse.ru): 83 Dentinho, Tomaz Ponce (tomazdentinho@uac.pt): 167 Depken II, Craig A. (cdepken@uncc.edu): 63 Détang-Dessendre, Cecile (Cecile.Detang-Dessendre@dijon.inra.fr): 89 Dey, Jaya (jdey2@slu.edu): 115 Deza, Monica (email not available): 170 Di Cataldo, Marco (m.di-cataldo@lse.ac.uk): 11 Diamond, Rebecca (diamondr@stanford.edu): 72 Diaz, Jorge (jdiazlan@purdue.edu): 196 Diaz-Dapena, Alberto (albertodiazdapena@gmail.com): 97 Díaz-Lanchas, Jorge (jorge.diaz@uam.es): 63 , 96 Dimitrova-Grajzl, Valentina (email not available): 126 Ding, Chengri (cding@umd.edu): 40 , 55 Ding, Lei (lei.ding@phil.frb.org): 135 Dingel, Jonathan I. (jdingel@chicagobooth.edu): 29 , 105 , 171 Dinterman, Robert (rdinter@ncsu.edu): 94 , 164 Diodato, Dario (d.diadato@uu.nl): 188 Dita, Astrid (astriddita@yahoo.com): 84 Diukanova, Olga (odiukanova@gmail.com): 188 Djamaludin, Sartika (tika1577@yahoo.com): 191 Dobis, Elizabeth A. (edobis@purdue.edu): 181 Dogaru, Teodora (dora.dogaru@gmail.com): 155 Domingues, Edson Paulo (domingues.edson@gmail.com): 12 , 65 , 139 , 179 Donaghy, Kieran P. (kpd23@cornell.edu): 84 Dos Santos, Gervásio Ferreira (gervasios@ufba.br): 16 Dotzel, Kathryn R. (krdotzel@gmail.com): 69 , 144 Doussard, Marc (mdouss1@illinois.edu): 49 Dragicevic , Suzana (suzanad@sfu.ca ): 46 , 66 , 85 , 104 Dröes, Martijn (m.droes@vu.nl): 99 Drucker, Joshua M. (jdruck@uic.edu): 49 , 67 Du, Fenglian (dufenglian@126.com): 36 Du, Minshu (mdu3@illinois.edu): 153 Dube, Jean (jean.dube@esad.ulaval.ca): 66 , 124 , 181 Dujardin, Claire (email not available): 149 Duque, Juan C. (juanca.duque@gmail.com): 23

Duran, Hasan Engin (enginduran@iyte.edu.tr): 102 Duranton, Gilles (duranton@wharton.upenn.edu): 150 Eberhard, Juan Pedro (juan.eberhard@uai.cl): 94 Echeverri Carroll, Elsie L. (e.carroll@mail.utexas.edu): 133 Ehrlich, Gabriel (email not available): 131 Elhorst, Paul (j.p.elhorst@rug.nl): 64 , 128 Ellen, Ingrid Gould (email not available): 148 , 199 English, Burt K. (benglish@utk.edu): 124 Enriquez, Hernan (hernan.enriquez@usa.edu.co): 98 Eom, Hongmin (djaghdals@naver.com): 66 Esberto, Ma. Dely Panelo (esbertodely@yahoo.com): 101 Escobedo Paredes, Luis Alfonso (escobed2@illinois.edu): 175 Esqueda Walle, Ramiro (resquedaw@uat.edu.mx): 64 Evans, Neil (n.evans@regeneris.co.uk): 179 Eyigungor, Burcu (email not available): 131 Faber, Benjamin (benfaber@econ.berkeley.edu): 171 Faggian, Alessandra (faggian.1@osu.edu): 22 , 49 , 69 , 89 , 108 , 127 , 145 , 167 Faggio, Giulia (G.Faggio1@lse.ac.uk): 26 Faivre dArcier, Bruno (bfdarcier@let.ish-lyon.cnrs.fr): 158 Fajgelbaum, Pablo (email not available): 171 Fan, Chao (cfan13@asu.edu): 106 Fan, Jingting (email not available): 91 Fang, Li (kfang@umd.edu): 137 Fang, Xian (fangxian8663@gmail.com): 135 Farchy, Emily (Emily.FARCHY@oecd.org): 154 Farole, Thomas (tfarole@worldbank.org): 103 Farren, Michael (farren.5@osu.edu): 88 Farrigan, Tracey (tfarrigan@ers.usda.gov): 15 Feldmann, Maryann (maryann.feldmann@gmail.com): 144 Felsenstein, Daniel (msdfels@mscc.huji.ac.il): 97 Feng, Guoliang (feng1985@gwmail.gwu.edu): 157 Feng, Xin (xinfeng@asu.edu): 87 Fernandes Tomon Avelino, Andre (fernan17@illinois.edu): 37 , 59 Fernandez-Huertas, Jesus (jfernandezhuertas@fedea.es): 140 Fernandez-Vázquez, Esteban (evazquez@uniovi.es): 58 , 174 Ferreira, Joao Pedro (joao.ferreira@fe.uc.pt): 59 Ferrer, Ada (ada.ferrer@iae.csic.es): 140 Ferreyra, Maria Marta (mferrey@andrew.cmu.edu): 52 Ferris, Jeffrey (ferrisj@umd.edu): 140 Filippetti, Andrea (a.filippetti@lse.ac.uk): 89 Firgo, Matthias (matthias.firgo@wifo.ac.at): 44 Firmino Costa da Silva, Diego (diegofirmino@gmail.com): 64 , 75 Fishberg, Scott (scott.fishberg@gmail.com): 80 Fitzgerald, Timothy (email not available): 88 Fleming, David (dflemingm@gmail.com): 20 Florax, Raymond J.G.M. (rflorax@purdue.edu): 65 , 174 , 181 Flores, Miguel (miguel.flores.1979@gmail.com): 183 Flores-Lagunes, Alfonso (aflores@binghamton.edu): 58 Folch, David C. (david.folch@fsu.edu): 23 , 86 , 105 , 123 , 141 Folmer, Henk (h.folmer@rug.nl): 43 Ford, Deborah (dford@ubalt.edu): 177

Foremny, Dirk (foremny@ub.edu): 26 Fosgerau, Mogens (email not available): 29 Fotheringham, Stewart (Stewart.Fotheringham@asu.edu): 106 Fournier, Anne (anne.fournier@u-paris10.fr): 65 Francis, Joe (jdf2@cornell.edu): 173 Franklin, Rachel S. (rachel_franklin@brown.edu): 34 , 54 Fratesi, Ugo (ugo.fratesi@polimi.it): 102 , 127 Fredriksson, Per (per.fredriksson@louisville.edu): 195 Freguglia, Ricardo Da Silva (ricardo.freguglia@ufjf.edu.br): 98 Freitas, Lúcio Flávios da Silva (lucioffreitas@yahoo.com.br): 159 Freitas, Maria Viviana (mvivianafreitas@gmail.com): 13 , 38 , 58 Freitas, Rosiene (rosiene.freitas@hotmail.com): 96 Freshwater, David (dave@rural.org): 144 Freund, Florian (florian.freund@ur.de): 115 Friesz, Terry L. (tlf13@psu.edu): 61 Fritsch, Michael (m.fritsch@uni-jena.de): 182 Fritz, Oliver M. (oliver.fritz@wifo.ac.at): 44 , 153 Fu, Shihe (email not available): 131 Fuhs, Brendon (bfuhs2@gmu.edu): 104 Fujita, Masahisa (email not available): 90 Furtado Coelho Júnior, Álvaro (alvarojuniorbr@gmail.com): 177 Gaduh, Arya B. (email not available): 50 Gagliardi, Luisa (l.gagliardi@lse.ac.uk): 130 , 196 Gallagher, Ryan (r-gallagher1@neiu.edu): 52 Gallego, Nuria (nuria.gallego@uam.es): 63 , 96 Gallup, John (jlgallup@pdx.edu): 102 Galvis, Luis A. (lgalvis74@gmail.com): 107 Gama, Luiz Carlos Day (lcdgama@gmail.com): 76 Ganesan, Rajesh (rganesan@gmu.edu): 61 Ganguli, Ina (email not available): 90 Ganong, Peter (ganong@fas.harvard.edu): 97 Gao, Zhuang (gaozhuang110607@163.com): 119 Garcia, Renato (renato.garcia.usp@gmail.com): 77 Garcia-Alonso, Lorena (lorena@uniovi.es): 63 Garcia-Lopez, Miquel-Angel (MiquelAngel.Garcia@uab.cat): 92 Garduno-Rivera, Rafael (rafael.garduno@cide.edu): 62 , 63 Garretsen, Harry (j.h.garretsen@rug.nl): 40 Garrido, Nicolas (nicogarrido@gmail.com): 62 Garriga, Carlos (Carlos.Garriga@stls.frb.org): 70 Gaubert, Cecile (cecilegt@gmail.com): 32 Gemmiti, Roberta (roberta.gemmiti@uniroma1.it): 127 Gentili, Monica (monica_gentili_2005@hotmail.it): 61 Gerlowski, Dan (dgerlowski@ubalt.edu): 177 Germán-Soto, Vicente (vgerman@terra.com): 156 Gerritse, Michiel (michiel.gerritse@rug.nl): 155 Gertler, Paul (email not available): 150 Ghadimi, Hodjat (Hodjat.Ghadimi@mail.wvu.edu): 122 , 197 Ghani, ?Ejaz (email not available): 24 Gibbons, Stephen (s.gibbons@lse.ac.uk): 150 Gibbs, Robert (email not available): 144 Gibson, John (jkgibson@waikato.ac.nz): 153 , 173

Gifford, Jonathan L. (jgifford@gmu.edu): 42 Gingerich, Kevin (gingerik@uwindsor.ca): 63 Giua, Mara (mara.giua@uniroma3.it): 188 Giuliano, Genevieve (giuliano@price.usc.edu): 141 Gobillon, Laurent (laurent.gobillon@ined.fr): 129 Goetz, Stephan (sjg16@psu.edu): 20 , 48 , 95 Goetzke, Frank (frank.goetzke@louisville.edu): 117 , 161 Goffette-Nagot, Florence (goffette-nagot@gate.cnrs.fr): 149 , 169 Gomes, Bruno (brunomoraesgomes@gmail.com): 76 Gomez, Miguel (mig7@cornell.edu): 45 Gomez, Norma (gomez.111@osu.edu): 89 Gonçalves, Eduardo (eduardo.goncalves@ufjf.edu.br): 98 Gong, Zhaoya (zgong1@uncc.edu): 158 Gonzalez-Laxe, Fernando (laxe@udc.es): 42 Gonzalez-Navarro, Marco (marco.gonzalez.navarro@utoronto.ca): 29 , 150 , 171 Gonzalez-Val, Rafael (rafaelg@unizar.es): 95 González-Val, Rafael (rafaelg@unizar.es): 184 Goodman, Christopher B. (christopher.goodman@rutgers.edu): 191 Gorn, Alexey (alexey.gorn@gmail.com): 120 Goswami, Arti Grover (email not available): 24 Goto, Hiroshi (hgoto@rieb.kobe-u.ac.jp): 54 Gottlieb, Joshua (joshua.gottlieb@ubc.ca): 32 Gracner, Tadeja (email not available): 150 Graefe, David (graefe@marshall.edu): 153 Graham, Daniel J. (d.j.graham@imperial.ac.uk): 118 , 153 Grajzl, Peter (email not available): 126 Greenbaum, Robert (greenbaum.3@osu.edu): 82 , 188 Greenhalgh-Stanley, Nadia (ngreenha@kent.edu): 175 Griffith, Daniel A. (dagriffith@utdallas.edu): 19 , 46 Groenewold, Nicolaas (nic.groenewold@uwa.edu.au): 44 Grubesic, Tony H. (grubesic@drexel.edu): 87 , 106 , 124 , 142 , 164 Gruenwald, Luise (luise.gruenwald@iab.de): 138 Gu, Gaoxiang (caesar161@126.com): 85 Gu, Yizhen (yizhengu@hotmail.com): 131 Guci, Ledia (ledia.guci@bea.gov): 39 , 58 Guevara Rosero, Grace Carolina (carolina.guevara112@gmail.com): 83 Guilfoos, Todd (email not available): 88 Guilhoto, Joaquim J.M. (guilhoto@usp.br): 38 , 119 Guillain, Rachel (guillain@u-bourgogne.fr): 11 Guo, Wen-Chung (guowc@ntu.edu.tw): 124 Gupta, Samir (44@blah.com): 105 Guse, Joseph (gusej@wlu.edu): 126 Gutiérrez Flores, Luis (luis.gutierrez@uadec.edu.mx): 156 Gutiérrez, Diana (d.gutierrez.posada@gmail.com): 98 , 163 Guyadeen, Vishan (vishan.guy@gmail.com): 75 Guzman, Karelys (kguzmafi@banrep.gov.co): 176 Habib, Muhammad Ahsanul (ahsan.habib@dal.ca): 158 , 194 Haddad, Eduardo A. (ehaddad@usp.br): 59 , 81 Haddad, Monica Amaral (haddad@iastate.edu): 161 Hailegiorgis, Atesmachew B. (atesbiz@gmail.com): 104 Hallegatte, Stéphane (hallegatte@centre-cired.fr): 173 , 195

Ham, Andres (hamgonz2@illinois.edu): 146 Hamilton, Gregory (glhamilton@ualr.edu): 99 Han, Koo-young (urbanplaya@snu.ac.kr): 121 Han, Yu (xka88765134@163.com): 159 Hanaoka, Kazumasa (kazuhanaoka@hotmail.com): 56 Handbury, Jessie (handbury@wharton.upenn.edu): 72 , 130 Hanlon, William Walker (whanlon@econ.ucla.edu): 51 Hanson, Andrew (andrew.r.hanson@marquette.edu): 110 Hanushek, Eric A. (email not available): 52 Harding, Christopher (harcding@hotmail.com): 16 Hardy, Daniel (d.hardy@lse.ac.uk): 103 Harger, Kaitlyn (email not available): 110 Harrison, Joey (jharri1@gmu.edu): 104 Hartell, Ann (ahartell@gmail.com): 100 Hassink, Wolter (W.H.J.Hassink@uu.nl): 135 Hau-Horváth, Orsolya (hau@ktk.pte.hu): 192 Hausmann, Ricardo (ricardo_hausmann@harvard.edu): 186 Hawley, Zackary (email not available): 110 Hawranek, Franziska (franziska.hawranek@wiwi.uni-regensburg.de): 115 , 133 Hayashida, Motonari (m-haya@criepi.denken.or.jp): 83 Haynes, Kingsley E. (khaynes@gmu.edu): 80 Heblich, Stephan (stephan.heblich@bristol.ac.uk): 160 Hellerstein, Judith K. (email not available): 185 Hellstern, Michael L. (Michael.Hellstern@williams.edu): 138 Hémet, Camille (camille.hemet@gmail.com): 148 Henderson, J. Vernon (J.V.Henderson@lse.ac.uk): 50 Hendren, Nathaniel (nhendren@fas.harvard.edu): 20 Hering, Laura (laura.hering@gmail.com): 35 Hernandez Morales, Alberto (ah674@cornell.edu): 12 Herrera Catalán, Pedro (p.p.herrera@lse.ac.uk): 138 Herrera, Lucia (luciacastroh@gwmail.gwu.edu): 166 Hertz, Thomas (thertz@ers.usda.gov): 15 Heuermann, Daniel F. (daniel.heuermann@ur.de): 115 Hewings, Geoffrey (email not available): 71 Hewings, Geoffrey J.D. (hewings@illinois.edu): 35 , 59 , 83 , 97 , 134 , 159 Hideshima, Eizo (hideshima.eizo@nitech.ac.jp): 17 Higgins, Chris (higgicd@mcmaster.ca): 194 Hilber, Christian Albin Lukas (c.hilber@lse.ac.uk): 51 Hirasuna, Donald (dhirasuna@msn.com): 107 Hirschenauer, Franziska (franziska.hirschenauer@iab.de): 115 Hirte, Georg (georg.hirte@tu-dresden.de): 138 Hisnanick, John (John.J.Hisnanick@census.gov): 15 Hoang, Edward (email not available): 26 Hochman, Oded (oded@bgu.ac.il): 121 Hodge, Timothy R. (trhodge@gmail.com): 197 Holmes, Thomas J. (holmes@umn.edu): 147 , 200 Honey-Roses, Jordi (jhoney@mail.ubc.ca): 37 Hong, Boyeong (promise0ct@gmail.com): 10 , 66 Hong, Insu (iaminsu@gmail.com): 124 Hood, Kyle K. (kyle.hood@bea.gov): 199 Horn, Keren Mertens (keren.horn@umb.edu): 148 , 199

Hou, Yuting (yutingho@usc.edu): 117 Houston, Douglas (houston@uci.edu): 178 Hu, Xiaochu (hxch.peking@gmail.com): 95 Huang, Hao (hao.huang@utah.edu): 40 Huang, Rui (ruihuang@binghamton.edu.com): 179 Huang, Xiaoyan (elleseraph@gmail.com): 153 Hughes, Amy (aes092020@utdallas.edu): 105 Hultquist, Andy (andy.hultquist@mail.business.und.edu): 82 Iammarino, Simona (s.iammarino@lse.ac.uk): 89 , 196 Ibarra-Armenta, Cristina I. (dltiti@hotmail.com): 103 Ibrahim, Oladayo Ramon (oladayoibrahim@yahoo.com): 15 , 189 Ihlanfeldt, Keith (kihlanfe@fsu.edu): 110 Ikegawa, Maria (fraisemania@gmail.com): 10 Imori, Denise (denise.imori@gmail.com): 119 Indra, Debarshi (dindra@buffalo.edu): 41 Ingene, Charles (email not available): 47 Inoue, Hiroyasu (inouehiroyasu09@gmail.com): 134 Inoue, Ryo (rinoue@plan.civil.tohoku.ac.jp): 46 Inui, Tomohiko (inui.tomohiko@nihon-u.ac.jp): 35 Ioannides, Yannis M. (yannis.ioannides@tufts.edu): 184 , 198 Irwin, Elena G. (irwin.78@osu.edu): 51 , 61 , 140 Irwin, Nicholas (irwin.114@osu.edu): 99 Itoh, Ryo (ryoitoh1128@gmail.com): 81 Iturra, Victor H. (viturra@ucn.cl): 160 Ivanov, Denis (d.s.ivanov@inbox.ru): 83 Iyengar, Sunil (iyengars@arts.gov): 144 Jackson, Michael Scott (6thjaxon@gmail.com): 143 Jackson, Randall W. (randall.jackson@mail.wvu.edu): 59 Jaime, Jonathan (jonathan.jaime@live.com.mx): 79 Janikas, Mark V (mjanikas@esri.com): 23 Jankowski, John (jjankows@nsf.gov): 144 Jara Valencia, Benjamin A. (jara.benjamin@gmail.com): 101 Járosi, Péter (jarosip@ktk.pte.hu): 125 Jayaprakash, Ciriyam (jayaprakash.1@osu.edu): 61 Jedwab, Remi (jedwab@gwu.edu): 184 Jha, Nikhil (nikhil.jha@unimelb.edu.au): 139 Jo, Young (youngajo@illinois.edu): 21 Jofre-Monseny, Jordi (jordi.jofre@ub.edu): 26 , 32 Johansson, Börje (borje.johansson@jibs.hj.se): 197 Johansson, Mats (mats.johansson@abe.kth.se): 54 Johansson, Sara (sara.johansson@jibs.hj.se): 77 Johnson, Erik (erikbjohn@gmail.com): 200 Jones, Calvin (jonesc24@cf.ac.uk): 179 Kamakura, Natsuki (kamakura@humgeo.c.u-tokyo.ac.jp): 192 Kanaroglou, Pavlos S. (pavlos@mcmaster.ca): 178 , 194 Kandilov, Ivan (ivan_kandilov@ncsu.edu): 94 Kane, Kevin (kkane5@asu.edu): 11 , 164 Kang, Dongwoo (dwkang1982@email.arizona.edu): 168 Kang, Minnie (urbanism@naver.com): 80 Kao, Chihwa (dkao@maxwell.syr.edu): 55 Kaplanis, Ioannis (ioannis.kaplanis@oecd.org): 154

Karlsson, Charlie (charlie.karlsson@jibs.hj.se): 165 Karreman, Bas (bkarreman@ese.eur.nl): 155 Kashiha, Mona (mkashiha@uncc.edu): 63 Kasim, Taha (email not available): 25 Kaufman, Martin M. (martyk@umflint.edu): 190 Kawamoto, Kiyomi (kawamoto.kiyomi@h.hokkyodai.ac.jp): 82 Kawata, Keisuke (email not available): 148 Kay, David D. (david@implan.com): 22 , 38 Kazaqi, Pantelis (panteliskazakis@hotmail.com): 69 Kedron, Peter (pkedron@ryerson.ca): 195 Kelejian, Harry (kelejian@econ.umd.edu): 128 Kelekar, Uma (ukelekar@marymount.edu): 155 , 175 Kemeny, Thomas (tomkemeny@gmail.com): 11 Kennedy, William (wkennedy@gmu.edu): 104 Kerby, Edward (email not available): 184 Kerr, William Robert (wkerr@hbs.edu): 24 Ketterer, Tobias (t.ketterer@lse.ac.uk): 127 Khan, MD Nazmul H.A. (nazmul.arefin@dal.ca): 158 Kichko, Sergey (kichkosi@mail.ru): 120 Kidd, Sarah (skid@hrpdcva.gov): 47 Kiefer, Hua (hua.kiefer@occ.treas.gov): 135 Kiefer, Leonard C. (leonard_kiefer@freddiemac.com): 135 Kilkenny, Maureen (maureenkilkenny@gmail.com): 22 Killemsetty, Namesh (namsi124007@gmail.com): 41 Kim, Ayoung (kim1426@purdue.edu): 174 Kim, Hong Sok Brian (briankim66@snu.ac.kr): 100 Kim, Hyun (hkim9129@gmail.com): 82 Kim, Hyun (hkim56@utk.edu): 194 Kim, Jae Hong (jaehk6@uci.edu): 193 Kim, Kamyoung (kamyoungkim@knu.ac.kr): 87 , 106 Kim, Kijin (kkim96@illinois.edu): 59 Kim, Kyung-min (kkim2@snu.ac.kr): 10 , 66 , 121 Kim, Min-Kook (mkkim2@gmail.com): 153 Kim, Yunjeong (kimyoonjeong7@gmail.com): 156 King, Laura (laura.king@treasury.govt.nz): 163 Kirby-Hawkins, Elena (gyekh@leeds.ac.uk): 56 Klaesson, Johan (johan.klaesson@jibs.hj.se): 98 , 197 Klaiber, H. Allen (klaiber.16@osu.edu): 80 , 99 , 140 Klein, Yehuda L. (yklein@brooklyn.cuny.edu): 16 Kobayashi, Kiyoshi (kobayashi.kiyoshi.6n@kyoto-u.ac.jp): 195 Kohlhase, Janet (jkohlhase@uh.edu): 26 , 147 Koizumi, Naoru (nkoizumi@gmu.edu): 61 , 104 Kokovin, Sergey (skokov7@gmail.com): 18 , 120 Komarek, Tim (tkomarek@odu.edu): 122 Komlosie, Eva (komlosieva@pte.hu): 125 Komura, Mizuki (komura@soec.nagoya-u.ac.jp): 12 Kono, Tatsuhito (kono@plan.civil.tohoku.ac.jp): 30 Koo, Hyeongmo (hxk134230@utdallas.edu): 37 Kopsch, Fredrik (fredrik.kopsch@abe.kth.se): 193 Kosenok, Grigory (email not available): 52 Koster, Hans R.A. (h.koster@vu.nl): 99 , 149

Koster, Sierdjan (sierdjan.koster@rug.nl): 145 Kourtit, Karima (k.kourtit@vu.nl): 103 Koutroumpis, Pantelis (email not available): 186 Kratena, Kurt (Kurt.Kratena@wifo.ac.at): 59 Krivacsy, Kevin Russell (kkrivacs@utk.edu): 153 Kublina, Sandra (sandra.kublina@uni-jena.de): 182 Kudko, Ievgenii L. (ievgenii.kudko@gmail.com): 41 Kung, Edward (ekung@econ.ucla.edu): 25 Kurban, Haydar (email not available): 52 Kutzbach, Mark (mark.j.kutzbach@census.gov): 185 Kweun, Jeong Yun (jkweun@gmu.edu): 81 Kwon, Jinwoo (jinwoo.kwon@rutgers.edu): 102 Lacombe, Donald J. (Donald.Lacombe@mail.wvu.edu): 119 , 137 Lafourcade, Miren (miren.lafourcade@ens.fr): 51 Lagarias, Apostolos (lagarias@iacm.forth.gr): 181 Lahr, Michael L. (lahr@rutgers.edu): 59 , 80 , 102 Lai, Chih-Hui (samrobertsmith@gmail.com): 123 Lai, Fu-Chuan (uiuclai@gate.sinica.edu.tw): 124 Lambert, Dayton M. (dlamber1@utk.edu): 124 Lameira, Verônica (lameira.veronica@gmail.com): 98 Lamorgese, Andrea R. (andrea.lamorgese@bancaditalia.it): 120 Lang, Corey (email not available): 88 Lang, Gabriel (Gabriel.Lang@agroparistech.fr): 13 Laouenan, Morgane (email not available): 129 Larsson, Johan P. (johan.p.larsson@jibs.hj.se): 56 Lasarte Navamuel, Elena (elena.lasartenavamuel@gmail.com): 174 Laura, Jason (jlaura@asu.edu): 23 Lecca, Patrizio (patrizio.lecca@strath.ac.uk): 38 Lee, Der-Shiuan (ldx2@ulive.pccu.edu.tw): 192 Lee, Gunhak (gunhlee@snu.ac.kr): 106 Lee, Hanbum (lee466@illinois.edu): 115 Lee, Monghyeon (mxl120631@utdallas.edu): 37 Lee, Nara (naralee118@gmail.com): 120 Lee, Sang Wook (bestswlee@snu.ac.kr): 10 , 66 Lee, Sukjoon (sukjoon2@hanmail.com): 66 Lee, Yong Suk (yoloso@gmail.com): 31 , 92 Legey, Luiz Fernando Loureiro (legey@ppe.ufrj.br): 13 , 58 Legros, Diego (diego.legros@u-bourgogne.fr): 66 , 124 Leitner, Karl-Heinz (karl-heinz.leitner@ait.ac.at): 55 Leknes, Stefan (stefan.leknes@svt.ntnu.no): 91 Leland, Suzanne M. (smleland@uncc.edu): 191 Lelarge, Claire (claire.lelarge@ensae.fr): 118 Lembcke, Alexander C. (Alexander.LEMBCKE@oecd.org): 154 Leonard, Tammy (tleonard@udallas.edu): 105 , 115 Leslie, Timothy F. (tleslie@gmu.edu): 37 Leung, Charles Ka Yui (kycleung@cityu.edu.hk): 177 Lewis, Joshua (joshua.lewis@umontreal.ca): 95 , 159 Li, Chao (cl95@waikato.ac.nz): 153 , 173 Li, Herman (herman.li@unlv.edu): 121 Li, Huiping (huiping.shufe@gmail.com): 191 Li, Minghao (mhx21@gmail.com): 20 , 48

Li, Wenwen (wenwen@asu.edu): 106 Li, Xiaofei (li597@purdue.edu): 65 Li, Xiaoling (xl227@cornell.edu): 61 , 173 Li, Xin (xl2426@columbia.edu): 181 Li, Xiumin (lixm@nenu.edu.cn): 154 Li, Xun (xun.li@asu.edu): 23 Li, Zhi (lizhieric@gmail.com): 154 Liang, Jiaochen (jiaochen.psu@gmail.com): 95 , 165 Lim, Jaewon (jaewon.lim@unlv.edu): 38 , 94 Lin, Eric S. (slin@mx.nthu.edu.tw): 164 Lin, Jeffrey (jeff.lin@phil.frb.org): 90 Linarello, Andrea (andrea.linarello@bancaditalia.it): 120 Ling, Shijia (scarlettling225@gmail.com): 178 Liu, Changxin (liuchangxin@casipm.ac.cn): 179 Liu, Shimeng (dreamliusm@gmail.com): 90 Liu, Xi (1989liuxi@gmail.com): 142 Liu, Xiuli (xiuli.liu@amss.ac.cn): 122 Liu, Yu (liuyupkugis@gmail.com): 142 Llamosas-Rosas, Irving (llamosas@email.arizona.edu): 49 Llano, Carlos (carlos.llano@uam.es): 63 , 96 Lobao, Linda (lobao.1@osu.edu): 20 Lombard, John R. (jlombard@odu.edu): 47 , 56 López Cobo, Montserrat (Montserrat.LOPEZ-COBO@ec.europa.eu): 162 Lopez, Esteban (lopezoch@illinois.edu): 117 , 177 Los, Bart (b.los@rug.nl): 162 Lovelace, Robin (rob00x@gmail.com): 123 Loveridge, Scott (loverid2@msu.edu): 20 , 48 , 86 Low, Sarah (sarahalow@gmail.com): 20 , 48 , 68 , 88 , 107 , 108 , 126 , 144 Lozano-Gracia, Nancy (nlozano@worldbank.org): 37 , 80 , 168 Lu, Genyao (lgylgy@vip.sina.com): 153 Lucas, Christopher (Christopher.Lucas@bea.gov): 39 Lundberg, Johan (johan.lundberg@econ.umu.se): 146 Luz, Luciana (lucianaluz@cedeplar.ufmg.br): 96 Lyhagen, Johan (johan.lyhagen@statistik.uu.se): 196 Ma, Chao (ma.271@buckeyemail.osu.edu): 96 , 157 Macedo, Guiherme M. (gmmacedo@gmail.com): 162 Macfarlane, Gregory S. (macfarlaneg@pbworld.com): 136 Machado, Mauricio Marins (mmmaaur@gmail.com): 139 Mack, Elizabeth (mack.elizabeth@gmail.com): 22 , 49 , 67 , 69 , 89 , 108 , 127 , 145 , 167 Madden, Janice F. (madden@ssc.upenn.edu ): 28 Madhoo, Yeti Nisha (yetinisha@yahoo.com): 155 Magalhaes, Aline (alinesmagalhaes@hotmail.com): 179 Magallanes, Jose Manuel (jmagalla@gmu.edu): 85 , 104 Magliocca, Nicholas R. (nmagliocca@sesync.org): 82 , 104 Maher, Craig S. (csmaher@unomaha.edu): 191 Maheshri, Vikram (vmaheshri@uh.edu): 105 , 148 , 185 Maldonado, Norman (maldonado-vargas.1@osu.edu): 9 Malecki, Edward (malecki.4@osu.edu): 77 , 144 Malik, Ammar A. (amalik8@gmu.edu): 134 Malleson, Nicolas (N.Malleson06@leeds.ac.uk): 123 Malone, Thom (tdmalone@usc.edu): 111

Manduca, Robert (rmanduca@mit.edu): 86 Mangum, Kyle (kmangum104@gmail.com): 25 Manic, Marian (manic@email.sc.edu): 94 Maniloff, Peter (maniloff@mines.edu): 122 Mansury, Yuri (ysm3@cornell.edu): 116 Maoh, Hanna (maohhf@uwindsor.ca): 63 Marcon, Eric (Eric.Marcon@ecofog.gf): 13 Markeson, Bjorn (markeson@gmail.com): 189 Marome, Wijitbusaba (wijitbusaba@yahoo.com): 101 Márquez, Miguel A. (mmarquez@unex.es): 83 Marrewijk, Charles van (Charles.Vanmarrewijk@xjtlu.edu.cn): 40 Marz, Waldemar (marz@ifo.de): 117 , 161 Mastromonaco, Ralph (ralphm@uoregon.edu): 122 Mation, Lucas F. (lucas.mation@ipea.gov.br): 41 Matsushima, Kakuya (matsushima.kakuya.7u@kyoto-u.ac.jp): 195 Maury, Tristan-Pierre (Tristan-Pierre.MAURY@edhec.edu): 177 Mayneris, Florian (florian.mayneris@uclouvain.be): 169 Mayor, Matias (mmayorf@uniovi.es): 165 McCann, Philip (p.mccann@rug.nl): 54 , 89 McCleod, George (gmcleod@odu.edu): 47 McConnell, Virginia D. (mcconnel@rff.org): 82 , 104 McGranahan, David (dmcg@ers.usda.gov): 48 , 54 , 144 McLaughlin, Ralph (ralph.mclaughlin@sjsu.edu): 108 McNamara, Paul E. (mcnamar1@illinois.edu): 115 McQuade, Timothy James (email not available): 72 McQueen, Amy (333@utd.com): 105 Medda, Francesca Romana (f.medda@ucl.ac.uk): 54 Medrano, Fernando Antonio (medrano@geog.ucsb.edu): 124 Meimand, Amir (amirmeimand@gmail.com): 61 Meisel, Adolfo (ameisero@banrep.gov.co): 75 , 107 Melancon, Keith (jmelancon@mfa.gwu.edu): 61 Melo, Patricia C. (patricia.melo@hutton.ac.uk): 118 Meltzer, Rachel (meltzerr@newschool.edu): 180 Menard, R. J. (rjmenard@utk.edu): 124 Menezes, Tatiane Ameida de (tatianedemenezes@gmail.com): 17 , 76 Mercier, Aurelie (aurelie.mercier@let.ish-lyon.cnrs.fr): 100 Middleton, Mark (mmiddlet@mail.wvu.edu): 10 Mijanovich, Tod (tod.mijanovich@nyu.edu): 180 Miller, Cristina (cmiller@ers.usda.gov): 21 , 175 Miller, Eric J. (miller@ecf.utoronto.ca): 16 , 75 Miller, Kathleen (miller@rupri.org): 48 Mills, James (email not available): 31 Millsap, Adam (adam.millsap@gmail.com): 140 Miranda-Moreno, Luis F. (luis.miranda-moreno@mcgill.ca): 16 Miron, John R. (miron@utsc.utoronto.ca): 103 Mityakov, Sergey (smityak@clemson.edu): 155 Miyakoshi, Tatsuyoshi (miyakoshi@hosei.ac.jp): 64 Miyata, Yuzuru (miyata@ace.tut.ac.jp): 16 , 43 , 136 Moen, Espen Rasmus (email not available): 31 Mohlmann, Jan (j.mohlmann@vu.nl): 174 Moizeau, Fabien (fabien.moizeau@univ-rennes1.fr): 130

Molloy, Raven (raven.s.molloy@frb.gov): 31 Monasterio, Leonardo M. (leonardo.monasterio@gmail.com): 162 Monras, Joan (jm3364@gmail.com): 29 , 105 , 129 Monte-Mór, Roberto Luis de Melo (montemor@cedeplar.ufmg.br): 157 Montero Ledezma, Paola Liliana (paola.montero@ne.su.se): 170 , 185 Moore, Michael S. (Michael.Moore5@rockets.utoledo.edu): 108 Moradi, Alexander (a.moradi@sussex.ac.uk): 184 Morales, Eduardo (ecmorale@princeton.edu): 29 , 105 Morency, Catherine (cmorency@polymtl.ca): 19 Moreno, Blanca (morenob@uniovi.es): 58 Mori, Tomoya (mori@kier.kyoto-u.ac.jp): 24 Mossay, Pascal (p.mossay@reading.ac.uk): 109 Moszoro, Marian W. (mmoszoro@berkeley.edu): 176 Motta, Glaucia Possas (glaucia.possas@gmail.com): 76 , 139 Moulton, Jeremy G. (moulton@email.unc.edu): 117 Mourão Moura, Ana Clara (anaclara@ufmg.br): 161 , 190 Mu, Jianhong (mujh1024@gmail.com): 82 Mukerji, Purba (purbam@hotmail.com): 128 Mulder, Peter (p.mulder@vu.nl): 181 Mulhollen, Aaron (amulholl@masonlive.gmu.edu): 37 Munasib, Abdul (munasib@uga.edu): 167 Munday, Max C. (mundaymc@cf.ac.uk): 179 Munroe, Darla (munroe.9@osu.edu): 189 Murakami, Daisuke (murakami.daisuke@nies.go.jp): 13 Murata, Yasusada (murata.yasusada@nihon-u.ac.jp): 30 Murdoch, James C. (murdoch@utdallas.edu): 105 Murphy, Daniel Patrick (murphyd@darden.virginia.edu): 109 Murray, Alan T. (atmurray@asu.edu): 87 , 106 , 124 , 142 , 164 Mustra, Vinko (vmustra@efst.hr): 102 Nadalin, Vanessa G (vanessa.nadalin@ipea.gov.br): 41 Naghsh Nejad, Maryam (Naghshnejad@iza.org): 133 Nakagawa, Kuninori (kuninori@silver.ocn.ne.jp): 154 Nakajima, Kentaro (nakajima.kentaro@gmail.com): 134 Nakajima, Ryo (email not available): 30 Nakamura, Ataru (nakamura.ataru@nies.go.jp): 84 Nakamura, Shohei (shohei.nakamura07@gmail.com): 41 Nakayama, Keiko (nakayama@mecl.chukyo-u.ac.jp): 84 Nakazawa, Eiichi (a1.nkzw@gmail.com): 120 Naldi, Lucia (lucia.naldi@ihh.hj.se): 35 Nam, Kyung-Min (kmnam@hku.hk): 181 Namin, Sima (sima.mehdizadegannamin@mavs.uta.edu): 190 Nathan, Max (m.a.nathan@lse.ac.uk): 145 Neffke, Frank (frank_neffke@hks.harvard.edu): 186 Nenov, Plamen (plamen.nenov@bi.no): 31 Neumark, David (email not available): 185 Newbold, Bruce (newbold@mcmaster.ca): 9 Newburn, David (dnewburn@umd.edu): 140 Niblett, Matthew (mniblett@geog.ucsb.edu): 87 Niblett, Timothy (tniblett@geog.ucsb.edu): 61 Nijkamp, Peter (p.nijkamp@vu.nl): 77 , 103 , 116 , 134 Nilsson, Isabelle M. (isabelle.nilsson@rockets.utoledo.edu): 139

Nilsson, Pia (pia.nilsson@ihh.hj.se): 35 , 54 Niu, Yi (yiniu7@gmail.com): 55 Norihiko, Yamano (yamano.norihiko+narsc@gmail.com): 120 Noronha, Kenya (knoronha@cedeplar.ufmg.br): 139 Novo-Corti, Isabel (isabel.novo.corti@udc.e): 42 Novy, Dennis (d.novy@warwick.ac.uk): 196 Nulle, Grant (grant.nulle@state.co.us): 88 Nunez, Hector (hector.nunez@cide.edu): 62 , 79 Nurdianto, Ditya A. (nurdit1980@yahoo.com): 179 O hUallachain, Breandan (ohuallachain@asu.edu): 164 , 192 O`Donnell, Sharon I (sharon@census.gov): 86 O`Donnell, Sharon I. (Sharon.I.O`Donnell@census.gov): 86 Obiadazi, Victoria (veo090020@utdallas.edu): 115 Ocampo Solarte, Hernan (hocampo@uao.edu.co): 18 Ochsen, Carsten (carsten.ochsen@uni-rostock.de): 79 Ogawa, Hikaru (ogawa@soec.nagoya-u.ac.jp): 12 Oh, Jinhwan (joh@ewha.ac.kr): 120 , 156 Okiyama, Mitsuru (m-okiyama@gendai.co.jp): 45 Okuyama, Yasuhide (okuyama@kitakyu-u.ac.jp): 166 Oladosu, Gbadebo (oladosuga@ornl.gov): 166 Öner, Özge (onerozge@gmail.com): 56 Oram, Christopher (christopher.j.oram@gmail.com): 37 Ortega-Argilés, Raquel (p265320@rug.nl): 125 Osoba, Brian J. (osobabrj@ccsu.edu): 156 Osses, Pablo (posses@ud.ul): 47 Ossokina, Ioulia (ioulia.ossokina@cpb.nl): 32 Östh, John (john.osth@kultgeog.uu.se): 196 Ota, Mitsuru (ota@sk.tsukuba.ac.jp): 121 Ottaviano, Gianmarco I.P. (email not available): 130 Otto, Anne (Anne.Otto@iab.de): 186 Ovtracht, Nicolas (nicolas.ovtracht@let.ish-lyon.cnrs.fr): 100 , 158 Özen, Berna Sezen (ozenbern@itu.edu.tr): 193 Paciorek, Andrew (email not available): 25 Paez, Antonio (paezha@mcmaster.ca): 19 Pagsuyoin, Sheree (spagsuyoin@uwaterloo.ca): 166 Pahle, Robert (robert.pahle@asu.edu): 23 Palmer, Charles Edward (email not available): 51 Palmer, Christopher (cjpalmer@berkeley.edu): 25 Pantazis, Panagiotis (ppantaz@prd.uth.gr): 9 Panzera, Domenica (d.panzera@unich.it): 146 Paredes-Araya, Dusan (dparedesucn@gmail.com): 97 , 98 , 117 , 181 Parenti, Mathieu (m.parenti@gmail.com): 18 Park, Hogeun (hobark@live.co.kr): 41 Park, Jae-Hyeon (jaehyeon.jay.park@gmail.com): 41 Parker, Jason (parke392@anr.msu.edu): 48 , 86 Partridge, Mark D. (partridge.27@osu.edu): 20 , 51 , 89 , 108 , 147 , 167 Pasidis, Ilias (email not available): 92 Patel, Amit (apatelh@gmu.edu): 41 , 61 , 104 Patrick, Carlianne (cpatrick@gsu.edu): 22 Patuelli, Roberto (roberto.patuelli@unibo.it): 142 Pearson, Kevin (morrispearson@gmail.com): 117

Pellegrini, Guido (guido.pellegrini@uniroma1.it): 176 Pena Levano, Luis Moises (lpenalev@purdue.edu): 196 Pena-Levano, Priscilla M. (priscillamirella.penalevano@facebook.com): 196 Pena-Levano, William J. (williamjesus.penalevano@facebook.com): 196 Pender, John (jpender@ers.usda.gov): 21 , 48 , 94 , 175 Peng, Shin-Kun (speng@econ.sinica.edu.tw): 164 Pennerstorfer, Dieter (dieter.pennerstorfer@wifo.ac.at): 96 Percoco, Marco (marco.percoco@unibocconi.it): 9 , 83 Pereda, Paula Carvalho (pereda@usp.br): 17 , 65 , 76 Pereira, Diego (dpereira@alumnos.uai.cl): 94 Perez Cervantes, Fernando Diego (fernandoperez@uchicago.edu): 184 Perez, Javier (gjavierperezv@gmail.com): 75 Perez-Burgos, Javier I. (j.perezburgos@uniandes.edu.co): 45 , 84 , 153 Perobelli, Fernando Salgueiro (fernando.perobelli@ufjf.edu.br): 39 , 78 Persky, Joseph (email not available): 52 Petras, Tricia L. (tricia.petras@gmail.com): 82 Pettit, Chris (cpettit@unimelb.edu.au): 86 Pfoser, Dieter (dpfoser@gmu.edu): 46 Phan thi Hong , Van (Van.Phan-thi-Hong@iab.de): 156 Phillips, David (phillipsd@hope.edu): 169 Photis, Yorgos N. (yphotis@mail.ntua.gr): 37 Picard, Pierre M. (pierre.picard@uni.lu): 109 Pietrobelli, Carlo (carlop@iadb.org): 40 Piguet, Virginie (virginie.piguet@dijon.inra.fr): 89 Pillich, Jose (pillich@gmail.com): 16 Pinchbeck, Edward W. (E.W.Pinchbeck@lse.ac.uk): 135 Pines, David (email not available): 30 Pinto, Cristine (cristine.pinto@fgv.br): 78 Pinto, Santiago M. (santiago.Pinto@rich.frb.org): 129 Piras, Gianfranco (gpiras@mac.com): 168 Pirinen, Rauno Ilmari (rauno.pirinen@laurea.fi): 57 Plane, David (plane@email.arizona.edu): 163 Plascencia, Fernando (jp975@cornell.edu): 78 Polese, Mario (mario.polese@ucs.inrs.ca): 181 Poot, Jacques (jpoot@waikato.ac.nz): 9 , 75 , 94 , 115 , 133 , 163 , 173 Popick, Stephen J. (stephenpopick@gmail.com): 121 Portnykh, Margarita (portnyk@clemson.edu): 155 Postiglione, Paolo (postigli@unich.it): 146 Potlogea, Andrei Victor (andrei.potlogea@upf.edu): 171 Potters, Lesley (Lesley.POTTERS@ec.europa.eu): 162 , 188 Poulhes, Mathilde (mathilde.poulhes@insee.fr): 143 Prado, Jefferson (pradocp7@gmail.com): 65 Prasanna, Satya (spbambam@gmail.com): 45 Prastacos, Poulicos (poulicos@iacm.forth.gr): 181 Prawat, Richard S. (rsprawat@msu.edu): 57 Prawat, Theodore R. (email not available): 57 Prieto, William Orlando (william_prt@yahoo.com): 15 Proque, Andressa Lemes (andressa.proque@ufv.br): 16 Prucha, Ingmar R. (prucha@econ.umd.edu): 168 Pruitt, Sandi (Sandi.Pruitt@UTSouthwestern.edu): 105 Psycharis, Ioannis Konstantinos (psycharis@panteion.gr): 9 , 44

Puech, Florence (florence.puech@u-psud.fr): 13 Puga, Diego (diego.puga@cemfi.es): 130 Py, Loriane (py.loriane@gmail.com): 35 Qian, Haifeng (haifeng-qian@uiowa.edu): 125 , 143 , 165 , 182 Qiao, Yu (yqiaoumd@gmail.com): 40 Qibthiyyah, Riatu M. (prcrmqx@gmail.com): 44 , 84 , 191 Qin, Yu (qinyurain@gmail.com): 150 Rabellotti, Roberta (roberta.rabellotti@unipv.it): 40 Rahkovsky, Ilya (email not available): 72 Rajbhandari, Isha (rajbhandari.5@osu.edu): 167 Ralston, Katherine (kralston@ers.usda.gov): 21 Ramajo, Julian (ramajo@unex.es): 83 Ramirez Grajeda, Mauricio (maurmez@yahoo.com.mx): 3 Ramos, Pedro (pnramos@fe.uc.pt): 59 , 162 Ranucci, Stefano (stefano.ranucci@bancaditalia.it): 191 Rapach, David (rapachde@slu.edu): 115 Rappaport, Jordan (jordan.rappaport@kc.frb.org): 170 Redding, Stephen James (reddings@princeton.edu): 171 Reed, Davin (email not available): 148 Reggiani, Aura (aura.reggiani@unibo.it): 196 Reid, Neil (neil.reid@utoledo.edu): 28 , 108 Reimer, Jeff (Jeff.Reimer@oregonstate.edu): 21 Renkow, Mitch (renkow@ncsu.edu): 94 , 164 Renski, Henry C. (hrenski@larp.umass.edu): 143 Rentschler, Jun E. (contact@junrentschler.com): 195 Renzi, Fabrizio (fabrizio.renzi@bancaditalia.it): 191 Resosudarmo, Budy P. (budy.resosudarmo@anu.edu.au): 179 Rey, Sergio (srey@asu.edu): 2 , 23 , 34 Reyes, Mario (reyesmf@mcmaster.ca): 19 Reynolds, Nicholas (email not available): 90 Reynolds-Feighan, Aisling J. (aisling.reynolds@ucd.ie): 81 Rhoads, Mohja (mrhoads@usc.edu): 141 Ribeiro, Luiz Carlos Santana (ribeiro.luiz84@gmail.com): 159 Richards, Peter (peter_richards@brown.edu): 67 Richardson, Kathrine E. (Kathrine.richardson@sjsu.edu): 160 Rickman, Dan S. (dan.rickman@okstate.edu): 9 , 167 Rispoli, Luke (email not available): 62 Rivkin, Steve (email not available): 52 Robbins, Carol (carol.robbins@bea.gov): 39 Robert-Nicoud, Frederic (frederic.robert-nicoud@unige.ch): 30 Robinson, Derrick (dzr0010@auburn.edu): 175 Rodriguez, Cesar M. (cesar.rodriguez@pdx.edu): 102 Rodríguez-Crespo, Ernesto (ernesto.rodriguez@estudiante.uam.es): 196 Rodríguez-Pose, Andrés (A.Rodriguez-Pose@lse.ac.uk): 11 , 103 , 127 , 147 , 196 Rogers, Cynthia (crogers@ou.edu): 107 , 126 Rogers, Daniel (ROGERSD@si.edu): 104 Rogerson, Peter (rogerson@buffalo.edu): 163 Roh, Bokjin (happyasbj@gmail.com): 101 Rohlin, Shawn (srohlin@kent.edu): 175 Rokicki, Bartlomiej (brokicki@wne.uw.edu.pl): 97 Roller, Marcus (email not available): 110

Romero, Desiderio (desiderio.romero@urjc.es): 55 Rose, Adam (adam.rose@usc.edu): 166 Rosencrants, Troy (rosencra@umflint.edu): 190 Rosenthal, Stuart S. (ssrosent@maxwell.syr.edu): 169 Roskruge, Matthew James (mattr@waikato.ac.nz): 9 , 34 , 54 , 75 , 94 , 115 , 133 , 163 , 173 Ross, Amanda (amanda.ross@mail.wvu.edu): 110 , 133 , 189 Ross, Stephen L. (email not available): 52 , 164 Rossi-Hansberg, Esteban (erossi@princeton.edu): 147 Rosso, Anna (a.rosso@niesr.ac.uk): 145 Rothbart, Michah (michah.rothbart@nyu.edu): 180 Rothenberg, Alexander David (email not available): 50 , 150 Rouwendal, Jan (j.rouwendal@vu.nl): 174 , 200 Rowe, Francisco (f.rowegonzalez@uq.edu.au): 79 Rua, Gisela (email not available): 170 Rubiera-Morollón, Fernando (frubiera@uniovi.es): 19 , 42 , 97 , 98 , 163 , 174 Rubin, Ziv (ziv.rubin@mail.huji.ac.il): 97 Russo, Antonio (russo@kof.ethz.ch): 92 Saboe, Matt (msaboe@wcupa.edu): 182 Sadayuki, Taisuke (tai_rachmaninov@msn.com): 17 Saito, Yukiko Umeno (kysaito.takumisaki@gmail.com): 134 Saiz, Albert (saiz@mit.edu): 140 Sakurai, Katsuhiro (k-sakurai@ris.ac.jp): 84 Sales, Maria de Fatima (mariadefatima.campos@uol.com.br): 126 Salloum, Stephanie A. (st318884@dal.ca): 194 Sambidi, Pramod (psambidi@h-gac.com): 193 Sampaio de Sousa, Maria Conceição (csampaiodesousa@gmail.com): 139 Sánchez Vidal, María (mariasanchez@ub.edu): 32 Santiago, Flaviane Souza (santiago.flaviane@gmail.com): 12 Santini, Isabella (isabella.santini@uniroma1.it): 127 Santos, Joost (joost@gwu.edu): 166 Sargento, Ana (ana.sargento@ipleiria.pt): 162 Sarrias, Mauricio (msarrias86@gmail.com): 76 Sasaki, Yuya (email not available): 31 Sastré Gutiérrez, Myrna L. (myrna.sastre@gmail.com): 11 Sato, Yasuhiro (ysato@econ.osaka-u.ac.jp): 109 , 148 Savchenko, Olesya (savchen2@illinois.edu): 43 Sayago-Gomez, Juan Tomas (juantomas.sayago@gmail.com): 94 Schaeffer, Peter (peter.schaeffer@mail.wvu.edu): 126 Schanne, Norbert (norbert.schanne@iab.de): 105 , 133 Schild, Christopher-Johannes (christopher-johannes.schild@fau.de): 105 Schintler, Laurie A. (lschintler@gmu.edu): 39 , 123 Schleinkofer, Michael (Michael.Schleinkofer@iab.de): 75 Schlueter, Teresa (email not available): 26 , 130 Schmidheiny, Kurt (kurt.schmidheiny@unibas.ch): 110 Schmidt-Dengler, Philipp (p.schmidt-dengler@uni-mannheim.de): 96 Schmutz, Benoit (benoit.schmutz@gmail.com): 70 Schnell, Molly (email not available): 72 Schoenberg, Alina M. (alina.popescu@unibw.de): 34 , 78 Schuetz, Jenny (jschuetz@price.usc.edu): 199 Schutz, Nicolas (nicolas.schutz@gmail.com): 96 Schwartz, Amy Ellen (amyschwartz@syr.edu): 111 , 180 , 199

Scott, Darren M. (scottdm@mcmaster.ca): 142 Searle, Glen (g.searle@uq.edu.au): 100 Sebestyén, Tamás (sebestyent@ktk.pte.hu): 125 , 192 Segi, Shunsuke (shusegi@uwindsor.ca): 63 Segura III, Jerome (jsegura@okcu.edu): 102 , 180 Selod, Harris (hselod@worldbank.org): 50 Seo, Boyoung (email not available): 200 Serafinelli, Michel (michel.serafinelli@utoronto.ca): 90 Severnini, Edson R. (ersevernini@gmail.com): 95 , 159 Shakirova, Ramziya (rshakiro@gmail.com): 64 Shapiro, Matthew (email not available): 200 Sharunova, Vera (email not available): 24 She, Bing (coolnanjizhou@163.com): 23 She, Bing (email not available): 123 Shefer, Daniel (shefer@technion.ac.il): 39 Shen, Daidai (dshen3@uncc.edu): 197 Sheng, Long (shenglong24@163.com): 153 Shepotylo, Oleksandr (shepotylo@gmail.com): 62 Sheppard, Stephen (stephen.c.sheppard@williams.edu): 138 Sherdil, Mujahid (msherdil@gmail.com): 85 Shibusawa, Hiroyuki (hiro-shibu@tut.jp): 16 , 43 , 84 , 136 Shields, Martin (martin.shields@colostate.edu): 180 Shkolnik, Dmitry (email not available): 32 Shoag, Daniel (dan_shoag@hks.harvard.edu): 97 , 180 Sidibé, Modibo (email not available): 169 Silva, Jose I. (email not available): 26 Silva, Julie A. (jasilva@umd.edu): 139 Silva, Thandara Maria Kathleen (thandaraa@hotmail.com): 38 Silver, Diana (drs1@nyu.edu): 180 Simon, Curtis J. (cjsmn@clemson.edu): 36 Sinha, Parmanand (pxs101220@utdallas.edu): 46 , 85 Sinnott, Richard (rsinnott@unimelb.edu.au): 86 Siodla, James (jrsiodla@colby.edu): 24 Slaper, Timothy (tslaper@indiana.edu): 77 , 125 Smirnov, Oleg A. (oleg.smirnov@utoledo.edu): 58 , 139 Smith, Braeton J. (bjsmit@sandia.gov): 17 Smith, Tony E. (tesmith@sas.upenn.edu): 46 , 61 Smolders, Carine Maria (carine.smolders@ugent.be): 99 Sohn, Jungyul (jsohn@snu.ac.kr): 103 Sole Olle, Albert (email not available): 26 Solignac, Manon (solignac@centre-cired.fr): 100 Solignac, Matthieu (email not available): 129 Son, Minsu (msson@snu.ac.kr): 100 Song, Yena (yena@gtck.re.kr): 194 Songsermsawas, Tisorn (songser2@illinois.edu): 45 Soonthorndhada, Amara (amara.soo@mahidol.ac.th): 12 Soppelsa, Maria Edisa (soppels1@illinois.edu): 43 Soto, Juan D. (jsoto01@ucn.cl): 181 Souza, Kênia Barreiro de (keniadesouza@gmail.com): 159 Souza, Pedro C.L. (pedroclsouza@gmail.com): 183 Spielman, Seth (seth.spielman@colorado.edu): 34 , 86

Sporing, John (email not available): 113 Stallmann, Judith (stallmannj@missouri.edu): 191 Steegmans, Joep (j.w.a.m.steegmans@uu.nl): 135 Stefanidis, Anthony (astefani@gmu.edu): 46 Stenberg , Peter (stenberg@ers.usda.gov ): 107 , 145 Stephens, Heather (Heather.Stephens@csulb.edu): 51 , 69 Stephens, Philip (pastephe@asu.edu): 23 Stern, Eliahu (elistern@bgu.ac.il): 47 Stickel, Maureen (mostickel@gmail.com): 68 Stiefel, Leanna (email not available): 111 Stiller, Johannes (Johannes.Stiller@wiwi.uni-regensburg.de): 57 Stimson, Robert J. (rstimson@unimelb.edu.au): 86 Stokke, Hildegunn (hildegunnes@svt.ntnu.no): 36 Strang, Garrett (gwstrang92@gmail.com): 173 Strumsky, Deborah (email not available): 192 Stuart, Bryan (bastuart@umich.edu): 185 Suarez Serrato, Juan Carlos (jc@jcsuarez.com): 170 Suarez, Patricia (suarezcpatricia@uniovi.es): 165 Subhayu, Bandyopadhyay (Subhayu.Bandyopadhyay@stls.frb.org): 129 Sun, Yi (sunyi@casipm.ac.cn): 137 Swales, Kim (j.k.swales@strath.ac.uk): 38 Swartz, Caroline (C.Swartz@uncc.edu): 97 Sweet, Matthias N. (sweet@mcmaster.ca): 194 Szerb, Laszlo (azerb@ktk.pte.hu): 125 Szerb, László (szerb@ktk.pte.hu): 125 Tabuchi, Takatoshi (ttabuchi@e.u-tokyo.ac.jp): 186 Takatsuka, Hajime (takatsuka@gsm.kagawa-u.ac.jp): 18 Takayama, Yuki (email not available): 24 Takuma, Fumio (t-fumio@meikai.ac.jp): 142 Tamura, Ryuichi (email not available): 30 Tan, Raymond (raymond.tan@dlsu.edu.ph): 166 Tan, Ying (ying.tan@okstate.edu): 78 Tang, Edward (edward.c.h.tang@gmail.com): 177 Tang, Wai-Yin (alfred1137@gmail.com): 173 Tang, Yang (email not available): 70 Tanton, Robert (robert.tanton@canberra.edu.au): 163 Taylor, Evan (email not available): 185 Teng, Li (tengli72@sina.com): 43 Teraji, Yusuke (yteraji@tezukayama-u.ac.jp): 136 Teulings, Coen (email not available): 32 Thakur, Sudhir K. (thakurs@csus.edu): 77 Thanapisitikul, Win (w.thanapisitikul@gmail.com): 198 Theyel, Gregory (grt27@cam.ac.uk): 182 Thill, Jean-Claude (Jean-Claude.Thill@uncc.edu): 19 , 46 , 63 , 76 , 104 , 192 , 197 Thisse, Jacques (jacques.thisse@uclouvain.be): 30 , 186 Thissen, Mark (Mark.Thissen@pbl.nl): 188 , 196 , 198 Thompson, Eric (ethompson2@unl.edu): 68 , 126 Tian, Yuan (tianyuan0307@126.com): 179 Tikoudis, Ioannis (i.tikoudis@vu.nl): 161 Todd, Jessica (jtodd@ers.usda.gov): 21 Todd, Richard (dick.todd@mpls.frb.org): 126

Tokunaga, Suminori (tokunaga@reitaku-u.ac.jp): 10 , 45 Tong, Daoqin (daoqin@email.arizona.edu): 142 Tong, Xin (txin1@uci.edu): 193 Tontisirin, Nij (nij@ap.tu.ac.th): 101 Toop, Erin (erin.carrie.toop@gmail.com): 75 Torre, Andre (andre.torre@wanadoo.fr): 125 Toscani, Frederik Giancarlo (email not available): 200 Tran, Tien-Dung (tiendung.tran@let.ish-lyon.cnrs.fr): 158 Tran, Van (theyan2001@yahoo.com): 68 Tranos, Emmanouil (e.tranos@bham.ac.uk): 141 Trevien, Corentin (corentin.trevien@ensae.fr): 118 Tselios, Vassilis (v.tselios@prd.uth.gr): 9 , 44 Tsvetkova, Alexandra A. (tsvetkova.alexandra@gmail.com): 55 , 192 Turner, Matthew (Matthew_Turner@brown.edu): 29 Turner, Sidney (jasamcarl@gmail.com): 155 , 175 Twinam, Tate (tat47@pitt.edu): 111 Urrego, Joaquín (joaco.1022@gmail.com): 176 Ushchev, Philipp (ph.ushchev@gmail.com): 62 , 120 Vakhitov, Volodymyr (vakhitov@kse.org.ua): 35 , 62 Vale, Vinicius A. (vinicius.a.vale@gmail.com): 39 , 78 Valletti, Tommaso (email not available): 186 van Dijk, Jouke (jouke.van.dijk@rug.nl): 34 van Leeuwen, Eveline S. (e.s.van.leeuwen@vu.nl): 34 , 54 , 142 van Ommeren, Jos N. (jos.van.ommeren@vu.nl): 149 van Oort, Frank (F.G.vanOort@uu.nl): 149 , 155 , 188 , 198 Vandegrift, Donald (vandedon@tcnj.edu): 160 Vanoutrive, Thomas (email not available): 35 Varga, Attila (vargaa@ktk.pte.hu): 125 , 138 , 192 Vargas, Vanessa N. (vnvarga@sandia.gov): 17 Vassallo, Moises Diniz (vassallo@usp.br): 81 Vazquez-Grenno, Javier (email not available): 26 Vega, Amaya I. (amaya.vega@nuigalway.ie): 81 Vellangany, Isaac (isaacv@rci.rutgers.edu): 126 Venhorst, Viktor (v.a.venhorst@rug.nl): 89 , 189 Venkitasubramanian, Kailas (kvenkita@uncc.edu): 76 Verdugo, Gregory (gregory.verdugo@banque-france.fr): 129 Verhetsel, Ann (email not available): 35 Verhoef, Erik (e.t.verhoef@vu.nl): 42 , 118 , 161 Vermeulen, Wouter (W.Vermeulen@cpb.nl): 54 Veuger, Stan (Stan.Veuger@AEI.org): 180 Vidyattama, Yogi (yogi.vidyattama@canberra.edu.au): 163 Viguié, Vincent (viguie@centre-cired.fr): 161 , 173 Viladecans-Marsal, Elisabet (email not available): 32 , 92 Villa, Juan M. (juan.villalora@manchester.ac.uk): 176 Villar, Daniel (daniel.villar@ers.usda.gov): 175 Villarreal, Amado (amado.villarreal@itesm.mx): 183 vom Berge, Philipp (Philipp.Berge@iab.de): 26 , 105 , 115 von Ehrlich, Maximilian (maximilian.vonehrlich@vwi.unibe.ch): 149 Wahyuni, Any (anywahyuni@hotmail.com): 43 Waldorf, Brigitte S. (bwaldorf@purdue.edu): 65 , 79 , 116 Walker, Robert (rwalker@msu.edu): 119

Wall, Howard (hwall@lindenwood.edu): 115 Wall, Thomas A. (twall@gatech.edu): 136 Waller, Bennie D. (wallerbd@longwood.edu): 117 Walls, Margaret A. (walls@rff.org): 82 , 104 Waluyo, Jati (jw949@cornell.edu): 64 Wang, Bing (twangb@jnu.edu.cn): 159 Wang, Haoying (halking.econ@gmail.com): 45 , 119 , 161 Wang, Hongbo (hongbow@ostatemail.okstate.edu): 9 Wang, Ping (email not available): 70 Wang, Qingfang (qwang7@uncc.edu): 191 Wang, Xiaokun (Cara) (wangx18@rpi.edu): 13 , 42 , 66 , 67 , 118 , 141 Wang, Xize (xizewang@usc.edu): 178 Wang, Zheng (wangzheng@casipm.ac.cn): 43 , 85 , 119 , 137 , 159 , 162 , 179 Wang, Zheye (smilewangzhy@163.com): 58 Wang, Zhiling (z.wang.vu@gmail.com): 116 Warzinsky, Frederic (fwa@asb.dk): 120 Waters, Nigel (nwaters@gmu.edu): 61 Watkins, Kari E. (kari.watkins@ce.gatech.edu): 136 Watson, Phil (pwatson@uidaho.edu): 22 Weber, Bruce (bruce.weber@oregonstate.edu): 20 , 48 Weber, Jeremy G. (email not available): 88 Weerasooriya, Senal (weerasos@onid.oregonstate.edu): 21 Wei, Fangwu (fw48@drexel.edu): 142 Wei, Ran (ran.wei@utah.edu): 87 , 106 Weiler, Stephan (stephan.weiler@colostate.edu): 20 , 48 , 68 , 88 , 107 , 126 Weinstein, Amanda L. (aweinstein@uakron.edu): 108 , 133 , 167 Weinstein, Meryle (mgw216@nyu.edu): 180 Weiss, Christoph (cweiss@wu.ac.at): 96 Welch, Timothy (welch@gatech.edu): 16 Wendland, Nicolai (wendland@vwl.tu-darmstadt.de): 54 Wentland, Scott A. (wentlandsa@longwood.edu): 117 Westeren, Knut (knut.i.westeren@hint.no): 107 , 126 Westlund, Hans (hans.westlund@abe.kth.se): 35 , 54 Wicaksono, Gunawan (gw89@cornell.edu): 44 Williams, Eric (Eric.Williams@fns.usda.gov): 21 Williams, Leah (lmwilliams11@students.desu.edu): 21 Williams, Michael (email not available): 126 Williams, Sarah (sew@mit.edu): 123 Wilson, Bradley (driver8@utk.edu): 124 Winters, John (john.winters@okstate.edu): 9 , 69 Witherbee, Siobhan (switherbee@dal.ca): 158 Wojan, Timothy R. (twojan@ers.usda.gov): 144 Wolf, Levi J. (levi.john.wolf@asu.edu): 106 , 124 Wong, David W. (dwong2@hku.hk): 173 Wong, Maisy (maisy@wharton.upenn.edu): 50 Woodward, Douglas (woodward@moore.sc.edu): 97 Wren-Lewis, Liam (email not available): 50 Wrenn, Douglas Harvey (dhw121@psu.edu): 140 Wu, Jing (wujing@casipm.ac.cn): 159 Wu, Laiyun (laiyunwu@buffalo.edu): 190 Wu, Leying (wly06026160@gmail.com): 162

Wu, Wangke (kobewuwangke@126.com): 173 Wu, Wenjie (wenjie.wu@glasgow.ac.uk): 71 , 150 , 159 Wurdack, Anja (Anja.Wurdack@iab.de): 105 Wynne, Mark (mark.a.wynne@dal.frb.org): 18 Xiao, Wei (wei.xiao@ne.su.se): 148 Xu, Chengjin (xuchengjin1989@163.com): 137 Xu, Dafeng (dx42@cornell.edu): 36 , 79 Xu, Yangfei (thuxuyf@126.com): 194 Yamagata, Yoshiki (yamagata@nies.go.jp): 13 Yamasawa, Nariyasu (yamasawa@atomi.ac.jp): 17 Yamashita, Yuh (yuhyama@ssi.ist.hokudai.ac.jp): 121 Yang, Jiawen (jiawenmit@yahoo.com): 42 Yang, Ji-Chung (jcyang@sungkyul.ac.kr): 157 Yang, Zhiyou (austinyangruc@gmail.com): 119 Yao, Jing (jyaoasu@gmail.com): 106 Ye, Xinyue (xye5@kent.edu): 23 , 58 , 123 Yencha, Christopher (cjyencha@mix.wvu.edu): 189 Yeung, Henry (email not available): 151 Yildiz, Halis M. (hyildiz@economics.ryerson.ca): 195 Yin, Li (liyin@buffalo.edu): 190 Yontcheva, Biliana (Biliana.Yontcheva@wu.ac.at): 96 Yoshida, Jiro (email not available): 31 Yu, Chenxi (yu28@illinois.edu): 134 Yu, Chia-Ming (chiaming.yu@gmail.com): 164 Yu, Hongyang (yuhongyang_1000@163.com): 119 Yu, Junbo (jumboyu@gmail.com): 156 Yu, Krista (krista.yu@dlsu.edu.ph): 166 Yun, Seong Do (yun16@purdue.edu): 116 Zabel, Jeffrey (jeff.zabel@tufts.edu): 199 Zahabi, S. Amir (seyed.zahabi@mail.mcgill.ca): 16 Zarutskie, Rebecca (email not available): 31 Zeng, Dao-Zhi (zeng@se.is.tohoku.ac.jp): 18 Zenou, Yves (yves.zenou@ne.su.se): 70 , 109 Zhang, Bingling (bing.zhang@gatech.edu): 136 Zhang, Dapeng (zhangdapeng@live.com): 13 , 42 Zhang, Junfu (juzhang@clarku.edu): 131 , 184 Zhang, Qinghua (zhangq@gsm.pku.edu.cn): 194 Zhang, Runsen (zrsnju@gmail.com): 195 Zhang, Ting (tzhang@ubalt.edu): 141 , 177 Zhang, Yizhou (yzhng114@illinois.edu): 134 Zhao, Dan (misssmileyzhao@gmail.com): 153 Zhao, Xueting (xueting.zhao@mail.wvu.edu): 119 Zheng, Siqi (zhengsiqi@tsinghua.edu.cn): 194 Zhong, Shuai (zhongshuai0714@gmail.com): 45 Zhong, Zhangqi (zzqi111@163.com): 137 Zhou, Tingyu (rheazhou@gmail.com): 164 Zhou, Yang (cleverzhouyang@gmail.com): 158 Zhou, Yiwei (zhouy7@rpi.edu): 66 , 141 Zhu, Xiwei (email not available): 186 Zigova, Katarina (katarina.zigova@uni-konstanz.de): 128 Zirulia, Lorenzo (lorenzo.zirulia@unibo.it): 142

Zofío, Jose-Luis (jose.zofio@uam.es): 96 Zolnik, Edmund J. (ezolnik@gmu.edu): 81 Zou, Ben (zouben@gmail.com): 71 Zou, Wei (serena049@gmail.com): 118