93 results on '"James Bushnell"'
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2. Headwinds and Tailwinds: Implications of Inefficient Retail Energy Pricing for Energy Substitution
- Author
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Severin Borenstein and James Bushnell
- Published
- 2022
3. Empagliflozin in Patients with Chronic Kidney Disease
- Author
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Herrington, William G, Staplin, Natalie, Wanner, Christoph, Green, Jennifer B, Hauske, Sibylle J, Emberson, Jonathan R, Preiss, David, Judge, Parminder, Mayne, Kaitlin J, Ng, Sarah Y A, Sammons, Emily, Zhu, Doreen, Hill, Michael, Stevens, Will, Wallendszus, Karl, Brenner, Susanne, Cheung, Alfred K, Liu, Zhi-Hong, Li, Jing, Hooi, Lai Seong, Liu, Wen, Kadowaki, Takashi, Nangaku, Masaomi, Levin, Adeera, Cherney, David, Maggioni, Aldo P, Pontremoli, Roberto, Deo, Rajat, Goto, Shinya, Rossello, Xavier, Tuttle, Katherine R, Steubl, Dominik, Petrini, Michaela, Massey, Dan, Eilbracht, Jens, Brueckmann, Martina, Landray, Martin J, Baigent, Colin, Haynes, Richard, The EMPA-KIDNEY Collaborative Group: Colin Baigent, Martin J Landray, Christoph Wanner, William G Herrington, Richard Haynes, Jennifer B Green, Sibylle J Hauske, Martina Brueckmann, Mark Hopley, Maximillian von-Eynatten, Jyothis George, Susanne Brenner, Alfred K Cheung, David Preiss, Zhi-Hong Liu, Jing Li, Laiseong Hooi, Wen Liu, Takashi Kadowaki, Masaomi Nangaku, Adeera Levin, David Cherney, Roberto Pontremoli, Aldo P Maggioni, Natalie Staplin, Jonathan Emberson, Stefan Hantel, Shinya Goto, Rajat Deo, Katherine R Tuttle, Michael Hill, Parminder Judge, Kaitlin J Mayne, Sarah Y A Ng, Xavier Rossello, Emily Sammons, Doreen Zhu, Peter Sandercock, Rudolf Bilous, Charles Herzog, Paul Whelton, Janet Wittes, Derrick Bennett, Patricia Achiri, Chrissie Ambrose, Cristina Badin, Jill Barton, Richard Brown, Andy Burke, Sebastian Butler, Rejive Dayanandan, Pia Donaldson, Robert Dykas, Lucy Fletcher, Kate Frederick, Hannah Kingston, Mo Gray, Emily Harding, Akiko Hashimoto, Lyn Howie, Susan Hurley, Ryonfa Lee, Nik Luker, Kevin Murphy, Mariko Nakahara, John Nolan, Michelle Nunn, Sorcha Mulligan, Akiko Omata, Sandra Pickworth, YanRu Qiao, Shraddha Shah, Karen Taylor, Alison Timadjer, Monique Willett, Liz Wincott, Qin Yan, Hui Yu, Louise Bowman, Fang Chen, Robert Clarke, Michelle Goonasekera, Waseem Karsan, Marion Mafham, Christina Reith, Mohammed Zayed, Ritva Ellison, Rowan Moys, Will Stevens, Kevin Verdel, Karl Wallendszus, Chris Bowler, Anna Brewer, Andy Measor, Guanguo Cui, Charles Daniels, Angela Field, Bob Goodenough, Ashley Lawson, Youcef Mostefai, Dheeptha Radhakrishnan, Samee Syed, Shuang Xia, Ruth Adewuyi-Dalton, Thomas Arnold, Anne-Marie Beneat, Anoushka Bhatt, Chloe Bird, Andrew Breach, Laura Brown, Mark Caple, Tatyana Chavagnon, Karen Chung, Sarah Clark, Luminita Condurache, Katarzyna Eichstadt, Marta Espino Obrero, Scarlett Forest, Helen French, Nick Goodwin, Andrew Gordon, Joanne Gordon, Cat Guest, Tina Harding, Michal Hozak, Matthew Lacey, David MacLean, Louise Messinger, Stewart Moffat, Martin Radley, Claire Shenton, Sarah Tipper, Jon Tyler, Lesley Weaving, James Wheeler, Elissa Williams, Tim Williams, Hamish Woodhouse, Angela Chamberlain, Jo Chambers, Joanne Davies, Denise Donaldson, Pati Faria-Shayler, Denise Fleming-Brown, Jennifer Ingell, Carol Knott, Anna Liew, Helen Lochhead, Juliette Meek, Isabel Rodriguez-Bachiller, Andrea Wilson, Patrick Zettergren, Rach AitSadi, Ian Barton, Alex Baxter, Yonghong Bu, Lukasz Danel, Sonja Grotjahn, Rijo Kurien, Michael Lay, Archie Maskill, Aleksandra Murawska, Rachel Raff, Allen Young, Rebecca Sardell, Vladimir Cejka, Marcela Fajardo-Moser, Christian Hartner, Doris Poehler, Janina Renner, Franziska Scheidemantel, Miya Bryant, Anita Hepditch, Cassandra Johnson, Erin Latore, Yolanda Miller, Lauren Price, Merilee Whalen, Ashleigh Wheeler, Jenny Ingell, Yu An, Yinghua Chen, Peiling Chen, Hao Dai, Hong Du, Fang Feng, Qing Guo, Libo Hou, Wuhanbilige Hundei, Binbin Jin, Yan Li, Jiamin Liu, Xia Song, Yanping Wang, Yanwu Yu, Ning Zhang, Lingshan Zhao, Hui Zhong, Cheng Beng Goh, Ye Mun Low, Soon Yi Sor, Farah Hanis Zulkipli, Sarojini Sivanandam, Natsuki Arai, Ai Fukasawa, Mizue Furukawa, Keisuke Habuki, Shoko Hayashi, Wakako Isari, Saki Kanegae, Maria Kawai, Reiki Kobayashi, Takako Kuramae, Chika Kuribayashi, Sawako Maeno, Satoshi Masumoto, Tomoko Morisaki, Minoru Oda, Kazue Sawada, Kenta Sugamori, Ayana Tatsuzawa, Aiko Tomita, Kazuyuki Yuasa, Hiroko Inazawa, Amanda Axler, Kerri Gallo, Ester Baldini, Barbara Bartolomei Mecatti, Francesca Bianchini, Martina Ceseri, Laura Cipressa, Gianna Fabbri, Andrea Lorimer, Donata Lucci, Sharang Ghavampour, Anja Knoppe, Hans Schmidt-Gurtler, Hubert Dumann, Sybille Merscher, Margret Patecki, Georg Rainer Schlieper, Anke Torp, Bianca Weber, Maja Zietz, Bernd Hohenstein, Urs Benck, Diliana Draganova, Thomas Weinreich, Lothar Wolf, Jasmine Gaidu, Hanna Reiner, Mandy Visnjic, Daniel Steffl, Marie Breitenfeldt, Annette Kraemer-Guth, Christine Braun, Simone Hagge, Michael Schomig, Stephan Matthias, Dominik Stoffler, Beate Schumacher, Thomas Sitter, Louise Fuessl, Julia Krappe, Jerome Loutan, Volker Vielhauer, Luciano Andriaccio, Magdalena Maurer, Bernhard Winkelmann, Martin Dursch, Linda Seifert, Linda Tenbusch, Julia Weinmann-Menke, Simone Boedecker, Wiebke Kaluza-Schilling, Daniel Kraus, Carina Krieger, Margit Schmude, Anne Schreiber, Ewelina Eckrich, Diethelm Tschope, Abdulwahab Arbi, Young Lee-Barkey, Bernd Stratmann, Natalie Prib, Sina Rolfsmeier, Irina Schneider, Lars Rump, Johannes Stegbauer, Christine Pötz, Mara Schemmelmann, Claudia Schmidt, Michael Koch, Sendogan Aker, Annika Küpper, Manuela Martin, Thiemo Pfab, Christian Albert, Michael Haase, Barbara Zander, Claudia Schneider-Danwitz, Wolfgang Seeger, Wolf-Adam Seeger, Britta Zemann, Christoph Stellbrink, Kristin Marx, Ekaterina Stellbrink, Britta Brettschneider, Stephanie Watson, Marion Iselt, Gerhard Klausmann, Inga-Nadine Kummer, Auguste Kutschat, Simone Streitenberger, Matthias Girndt, Silke Markau, Ina Girakossyan, Claudia Hanf, Joachim Beige, Ralph Wendt, Ulrike Schmidt, Andreas Schneider, Roland Veelken, Claudia Donhauser, Luis Becker, Nexhat Miftari, Ricarda Wolfling, Sarah Morlok, Christian Hugo, Alexander Paliege, Jens Passauer, Julian Stumpf, Annegret Fleischer, Kerstin Haaser, Bernhard Kraemer, Jan Jochims, Bernd Kruger, Claudia Foellinger, Anastassiya Reisler, Frank Strutz, Stefan Haack, Ursula Hohenstatt, Martin Busch, Konstantin Herfurth, Gunter Wolf, Rainer Paul, Hermann Haller, Jessica Kaufeld, Jan Menne, Elisabeth Bahlmann-Kroll, Angela Bergner, Horst Weihprecht, Aydin Er, Florian Sonntag, Elif Turan, Michael Wittmann, Franziska Klauser, Eva Voigt, Volker Schettler, Egbert Schulz, Madlen Rohnstock, Elke Schettler, Bernd Schroppel, Rene van Erp, Martin Kachele, Ulla Ludwig, Lena Schulte-Kemna, Waltraud Kmietschak, Elke Preiss, Martina Ruocco, Gunnar Heine, Martin Brzoska, Sebastian Gabel, Christina Büttner, Asma Sabarai, Bernhard Banas, Tobias Bergler, Yvonne Ehrl, Franz Putz, Antonia Schuster, Stefanie Kuhn, Torsten Schramm, Stefan Degenhardt, Gerhard Schmidt, Lea Weiland, Ulrike Giebeln-Hudnell, Jan Kielstein, Gabriele Eden, Brigitte Fuchs, Gina Morig, Manuela Winkler, Harald Darius, Charalampos Kriatselis, Carl-Philipp Roesch, Astrid Maselli, Dominik Alscher, Markus Ketteler, Moritz Schanz, Severin Schricker, Bianka Rettenmaier, Andrea Schwab, Pablo Pergola, Irene Leal, Melissa Cagle, Anna Romo, Anthony Torres, Sucharit Joshi, Kulli Barrett, Alexis Africano, Vicki Dodds, Dorleena Gowen, Ashlee Morris, Juan Fernandez, Guillermo Jimenez, Ricardo Viera, Kendaling Bruce, Ryan Barrios, Maylin Garcia, Kerelyn Garcia, Iradis Leal, David Tietjen, David Bains, Carlo Castillo, Genielle Brewer, Justin Davis, Natalie Freking, Brittany Golson, Sally Ham, Jesslyn Roesch, Pusadee Suchinda, Shameem Beigh, Usah Lilavivat, Joyce Bilton, Kim Bocchicchia, Jeffrey Turner, Neera Dahl, Aldo Peixoto, Yasemin Kavak, Lauren Liberti, Hari Nair, Nicolas Page, Stephanie Rosenberg, Kathryn Simmons, Tamara Isakova, Rebecca Frazier, Rupal Mehta, Anand Srivastava, Patrick Fox, Jonathan Hecktman, Alexander Hodakowski, Carlos Martinez, Rachel Phillips, Alexis Stevenson, Reem Mustafa, Kyle Jansson, Cassandra Kimber, Jason Stubbs, Ahmad Tuffaha, Sri Yarlagadda, Debbie Griffin, Elisabeth Laundy, Zhuo Tang, Radica Alicic, Ann Cooper, Lisa Davis, Ashwini Gore, Rebecca Goldfaden, Leslie Harvill, Lisa Hichkad, Barry Johns, Thomas Jones, Kayla Merritt, Jennifer Sheldon, Jennifer Stanfield, Lindsay Alexander, Kaitlyn Preston, Lindsey Wood, Rajesh Pradhan, Roger DeRaad, Kelli McIntosh, Louis Raymond, Michael Shepperd, Susan McLaughlin, Mary Seifert, Andrew Shepherd, Joseph Aiello, William Durham, Laurie Loudermilk, John Manley, Sabrina Burnette, Stephanie Evans, Tara Johnson, Lance Sloan, Judy Ann Acosta, Stacy Gillham, Katia Sloan, SueAnn Squyres, Michael Rocco, Amret Hawfield, Ben Bagwell, Lauren Richmond, Joseph Soufer, Subha Clarke, Amanda Aliu, Kristine Calabrese, Amanda Davis, Veronica Poma, Tracy Spinola, James Magee, Ricardo Silva, Rushab Choksi, Lorraine Dajani, John Evans, Anil George, Prasanth Krish, Gerard Martins, Mae Sheikh-Ali, David Sutton, Freda Driver, Abraham Hanburry, Laura Hume, Amber Hurst, Matthew Taddeo, Marla Turner, Veronica Yousif, Srinivasan Beddhu, Laith Al-Rabadi, Nikita Abraham, Amalia Caamano, Judy Carle, Victoria Gonce, Kaitlyn Staylor, Na Zhou, Shweta Bansal, Manoj Bhattarai, Kumar Sharma, Subrata Debnath, Aliseiya Garza, Chakradhar Velagapudi, Sergio Rovner, Javier Almeida, Pablo Casares, Verlaine Stewart-Ray, Rene Almaraz, Renata Dayrell, Ana Moncada, Ricardo Pulido, Roxana Rodriquez, Wasim Deeb, Kathryn DeGoursey, Rodel Gloria, Trevor Greene, Robert Miller, Edward Pereira, Miguel Roura, Debbie Domingo, Sasha Dorestin, William Hodge, Cathy Jackson, Deborah Lund, Katrina Taylor, Kenneth Boren, Brittany Cleveland, Sandra Gaiser, Mandeep Sahani, Logan Aldrich, Exodus Edmerson, Edmond Limon, Cole Valletta, Patricia Vasquez, Christopher Provenzano, Navkiranjot Brar, Heather Henderson, Bellovich Keith, Qur Khai, Quresh Khairullah, Gail Makos, Joel Topf, Sherry Gasko, Rosemarie Henschel, Kaitlin Knapp, Teresa Kozlowski, Paula LaFleur, Ashwathy Varughese, Hui Xue, Patricia Wu, Olga Arechiga, Shan Darbeau, Michael Fechter, Stephanie Martinez, Lenita Hanson, Nyla Cooper, Arelis Madera, Jay Cadorna, Rita Sheridan, Helen Sparks, Bradley Eilerman, Susanne Bodine, Wael Eid, Rebecca Flora, Amber Avery, Cashmere Hardy, Mihaela Biscoveanu, Steven Nagelberg, Tracey Cummins, Frederic Rahbari-Oskoui, Anju Oommen, Zohreh Forghani, Stacie Hitchcock, Darya Hosein, Diane Watkins, Minesh Patel, Anthony Lambert, Elizabeth Newman, Autumn Wood, Tammy Ross, Stephany Topping, Jeffrey Mulhern, Lorna Murphy, Ann Vasseur, Gregory Greenwood, Alexander Hadley, Denise Laurienti, Christopher Marshall, Nicholas McLean, Scott Satko, Brandy Caudill, Jacob Maris, Janice Rogers, Cindy Vanhoy, George Thomas, Georges Nakhoul, John O'Toole, Jonathan Taliercio, Leslie Cooperman, Marina Markovic, Barbara Tucky, Devasmita Dev, Alia Hasan, Hima Yalamanchili, Namita Jain, Lesley McNeil, Eric Wines, Jean Park, Adline Ghazi, Mia Hamm, Tejas Patel, Amy Mottl, Emily Chang, Vimal Derebail, Emmie Cole, Anne Froment, Sara Kelley, Jordan Osmond Foster, Vahid Mahabadi, Golriz Jafari, Anita Kamarzarian, Wendy Arriaga, Daisy Arteaga, Rosario Machicado, Genesis Naverrete, Prashant Kumar, Imran Nazeer, Karina Urquia, Tammi Glider, Vickie Jones, Savannah Rucker, Jennifer Wiley, Rahul Pandey, Jesus Arroyo, Harish Pariani, Mohammad Ahmad, Shahin Mozaffari, Erika Perez, Matthew Budoff, Sion Roy, Divya Birudaraju, Ahmed Ghanem, Sajad Hamal, Stephen Aronoff, Elisa Joye Petr, Richard Sachson, Jaime Wiebel, Sana Akram, Laurie Jones, Curtis Knight, Maurie Tarlac, Shahbaz Ahmed, Harold Szerlip, Akinwande Akinfolarin, Ankit Mehta, Shana Camp, Cindy Castro, Zanaida Cooper, Jessica Terry, Ahmed Awad, Bhavya Kothapalli, Ryan Lustig, Serine Alfaress, Hyder Jasim, Mary Parrigon, Dennis Karounos, Sadiq Ahmed, Maggie Berry, Ruth Oremus, Carlos Hernandez-Cassis, Elias Ugwu, Nazia Junejo, Nancy Suazo, Mark Segal, Amir Kazory, Sherry Brown, Tristan Daniels, Sofia Dayi, Renee Hogan, Kathy McCray, Jennifer Stickley, Mahboob Rahman, Mirela Dobre, Lavinia Negrea, Aparna Padiyar, Nishigandha Pradhan, Arash Rashidi, Nagaraju Sarabu, Vicki Donley, Tricia Young, Godson Oguchi, Judepatricks Onyema, Kahla Damianik, Jack Dienes, Judith Plummer-Morgan, Marilyn Roman, Mauver Skipper, Stacey-Ann Villaruel, Krystle Williams, Danny Sugimoto, Jeffrey Dugas, Ismeal Ahmed, Jamie Bhairoo, Dolores Rijos, Huzaifa Salim, Madita Gavrila, Kathryn Lafferty, Ria Rabara, Sally Ruse, Maria Weetman, James Bushnell, Albert Power, Alison Jenkins, Stefanie Jones, Amanda Scott, Cath Byrne, Mark Jesky, Alison Cowley, Emma McHaffie, Holly Waterfall, Jo Taylor, Laura Bough, Thomas Phillips, Barbara Winter-Goodwin, Sui Phin Kon, Iain MacDougall, Eirini Lioudaki, Sapna Shah, Claire Sharpe, Francisco Aguilar, Abegail Hernandez Pena, Conception Pugay, Amelia Te, Hugh Finn, Wasim Hanif, Samiul Mostafa, Alice Aitken, Katharine Draxlbauer, Evelina Grobovaite, Jennifer Kearney, Theresa McCarthy, Giorgio Gentile, Duncan Browne, Palanichamy Chellamuthu, Tabinda Dugal, Terri Chant, Laura Jones, Emily Laity, Megan Miners, James Muir, Elizabeth Swanson, Andrew Frankel, James Tomlinson, Marlon Alegata, Rashid Almasarwah, Anthoula Apostolidi, Maria Vourvou, Thomas Walters, Maarten Taal, Hari Dukka, Nitin Kolhe, Carly McDonald, Kelly White, Shiva Ugni, Smita Gunda, Rotimi Oluyombo, Vicki Brindle, Ping Coutts, Tracy Fuller, Evelyn Nadar, Suresh Ramadoss, Nichola Motherwell, Susannah Pajak, Louise Tonks, Sunil Bhandari, Richard Bodington, Adil Hazara, Dominic Fellowes, Christopher Wong, Christopher Goldsmith, Sherald Barnes, Ann Bennett, Claire Burston, Samantha Hope, Nicola Hunt, Lini Kurian, Richard Fish, Daniela Farrugia, Judy Lee, Emma Sadler, Hannah Turner, Christopher Hill, Henry Brown, Agnes Masengu, Peter Maxwell, Nina Bleakley, Hugh Murtagh, William Petchey, Vivian Yiu, Joanne Kellett, Angharad Williams, Helen Clarke, Victoria Carnall, Sarah Benyon, Caroline Blake, Stephanie Estcourt, Jane Piper, Neal Morgan, Carolyn Hutchinson, Teresa McKinley, Alastair Woodman, Judi Graham, Niall Leonard, John Smyth, Vicki Adell, Samantha Hagan, Ben Caplin, Amin Oomatia, Eleanor Damian, Toluleyi Sobande, Tim Doulton, Michael Delaney, Mahmoud Montasser, Jenny Hansen, David Loader, Angela Moon, Frances Morris, Smeeta Sinha, Chukwuma Chukwu, Amy Hudson, Diane Campbell, Melanie Kershaw, Stephanie Whittaker, Ayesha Irtiza-Ali, Farid Ghalli, Heba Nosseir, Allison Leslie, Kate Trivedi, Donald Fraser, Mohammad Alhadj Ali, Sian Griffin, Farah Latif, Justyna Witczak, Alexa Wonnacott, Lynda Jeffers, Yvette Webley, Paul Phelan, Eve Miller-Hodges, Ailsa Geddes, Margaret Glenwright, Amy Hunter, Thomas Pickett, Jim Moriarty, Linda Hill, Amanda Tyler, Waqar Ayub, Gail Evans, Sue Hewins, Davina Hewitt, Kerry Read, Samira Bell, Leanne Cosgrove, Rachel Craik, Shona Murray, Nitin Bhandary, Holly Coles, Rashmi Easow, Maya Joseph, Arif Khwaja, Yvonne Jackson, Angeline Mbuyisa, Rachel Sellars, Nihil Chitalia, Cynthia Mohandas, Anca Gherman, Charlotte Kamundi, Olumide Olufuwa, Kieran McCafferty, Adedolapo Adeleke, Cara Healy, Damini Jeyarajah, Edward Kinsella-Perks, Richard Smith, Brian Camilleri, Carol Buckman, Jenny Finch, Vanessa Rivers, Andrew Connor, Sheila Carr, Lisa Shainberg, Andrew Lewington, Richard Baker, Suzannah Dorey, Kay Tobin, Rosalyn Wheatley, Debasish Banerjee, Richard Hull, Sharirose Abat, Riny Paul, Mahzuz Karim, Zay Htet, Saad Tufail, Ravi Varma, Karen Convery, Deirdre Fottrell-Gould, Lisa Hudig, Emily Tropman, Thahir Abdul-Samad, Anne Grace, Marie Phipps, Rebecca Suckling, Subash Somalanka, Bhrigu Sood, Pauline Swift, Sarah Acheampong, Kwame Ansu, Martia Augustin, Anna Sampson, Lynn Vinall, Kim Wren, Shamila Wanninayake, Nicholas Wooding, Heather Edwards, Lydia Owen, Stephanie Bolton, Marion Carson, Michael Matthews, Nigel Brunskill, Jorge Jesus-Silva, Alex Howson, Mary Quashie-Akponeware, Hilary Tindall, Chidambaram Nethaji, Helen Eldon, Rajan Patel, Patrick Mark, Alastair Rankin, Michael Sullivan, Kirsty Forsyth, Rowan McDougall, Tanaji Dasgupta, Louisa Davies, Maggie Ryder, Philip Grimmer, Clare Macdonald, Mary Webster, Newcastle Newcastle, Timothy Ellam, Edwin Wong, Christine Meshykhi, Andrea Webster, Peter Wilson, Enric Vilar, Jocelyn Berdeprado, Eunice Doctolero, Lily Wilkinson, Frank McCarroll, Hesham Ammar, Ying Kuan, Conor Moran, Girish Shivashankar, Ryan Campbell, Deborah Glowski, Paula McDermott, Amar Ali, Zuber Patel, Christine Bond, Gillian Whalley, Haitao Zhang, Liu Yang, Lihua Zhang, Tingting Kan, Ling Zhu, Jinghong Zhao, Weiping Hou, Jing Wu, Hong Cheng, Weijing Bian, Zhirui Zhao, Fengmin Shao, Huixia Cao, Xiaojing Jiao, Peiyuan Niu, Jianying Niu, Yu Chen, Lihong Zhang, Shenglang Zhu, Haiyan Lin, Shaopeng Yao, Jiehui Chen, Ying Jiang, Ying Hu, Huaying Xiao, Fuye Yang, Xinzhou Zhang, Baochun Guo, Qiu Jin, Lixia Liu, Xiangcheng Xiao, Yanyun Xie, Ting Meng, Chuanwen Xu, Jie Huang, Yanmei Xu, Weixin Kong, Xiaoliang Wang, Qianpan Liu, Xueying Wang, Ming Gao, Xiumei Hu, Ying Lu, Li Wang, Kun Peng, Wei Wang, Qiuhong Gong, Jianfang Cai, Xiaojue Li, Xuejiao Liu, Shuhan Zhou, Hong Liu, Yao Weng, Shuai Tang, Yao Yao, Shi Zhao, Chen Cheng, Wei Wei, Na Li, Sadanah Aqashiah Mazlan, Alia Zubaidah Bahtar, Elliyyin Katiman, Noraini Othman, Lily Mushahar, Nurdiana Mazlan, Nur Sharafina Safiee, Sarasa Ramasamy, Hin Seng Wong, Hajar Ahmad Rosdi, Esther Zhao Zhi Tan, Ju Fan Tay, Kok Seng Teng, Hasnah Yahaya, Wen Jiun Liu, Lik Wee Ee, Kenneth Kay Leong Khoo, Yuana Mohd Yusoff, Fariz Safhan Mohamad Nor, Mohd Kamil Ahmad, Mohd Ramli Seman, Clare Hui Hong Tan, Laura Lui Sian Ngu, Jaime Yoke May Chan, Javelin Peji, Chek Loong Loh, Yee Yan Lee, Sridhar Ramanaidu, Kah Mean Thong, Yik Hong Wong, Suria Junus, Chen Hua Ching, Mohammad Faisal Asmee, Ku Ruziana Ku Md Razi, Chun Leong Low, Christopher Sze Bing Sim, Zhang Duan Tham, Noor Kamila Abdullah, Tai Meng Chen, Yong Chieh Chan, Eason Chang, Huan Yean Kang, Kai Quan Lee, Sue Ann Lee, Aik Kheng Lee, Jeevika Vinathan, Rizna Abdul Cader, Ruslinda Mustafar, Lydia Kamaruzaman, Rozita Mohd, Rahimah Ismail, Chong Men Leong, Chee Koon Low, Liang Wei Wong, Norlezah Adnan, Sabariah Ibrahim, Mohamad Zaimi Abdul Wahab, Sunita Bavanandan, Yik Shen Lim, Wan Hazlina Wan Mohamad, Siti Munirah Jaafar, Nur Ashykeen Mohd Fauzi, Aziee Sudin, Soo Kun Lim, Chye Chung Gan, Albert Hing, Wan Ahmad Faizal Alaidin Razali, Yew Fong Liew, Chelsia Bao Tyng Chan, Mei Chih Cheng, Yu Chen Ong, Loke Meng Ong, Farah Amalina Mohamed Affandi, Korina Rahmat, Ban Chai Peng, Masayu Amat, Nuzaimin Hadafi Ahmad, Doo Yee Mah, Yi Loon Tye, Zaid Azhari, Siti Nabilah Mohamad Zaini, Mohd Aidil Musa, Norazinizah Ahmad Miswan, Rafizanur Ramli, Nor Aziah Ahmad, Bak Leong Goh, Nurul Izah Ahmad, Fairol Huda Ibrahim, Tze Jian Ng, Malini Shanmuganathan, Li Lian Tay, Zaiha Harun, Salmi Ramli, Nurul 'Ain Yusof, Rossenizal Abd Rahman, Muhammad Iqbal Abdul Hafidz, Nur Hidayati Mohd Sharif, Irda Yasmoon Awang, Eitaro Nakashima, Rui Imamine, Makiko Minatoguchi, Yukari Miura, Miduki Nakaoka, Yoshiki Suzuki, Hitomi Yoshikawa, Koki Shin, Kanae Fujita, Misuzu Iwasa, Haruka Sasajima, Airi Sato, Yoshiyuki Hamamoto, Yuki Fujita, Takuya Haraguchi, Takanori Hyo, Kiyohiro Izumi, Toshiyuki Komiya, Sodai Kubota, Takeshi Kurose, Hitoshi Kuwata, Susumu Nakatani, Kaori Oishi, Saki Okamoto, Kaori Okamura, Jun Takeoka, Nagaaki Tanaka, Katsuya Tanigaki, Naohiro Toda, Koin Watanabe, Hiromi Komori, Rika Kumuji, Asako Takesada, Aya Tanaka, Shoichi Maruyama, Tomonori Hasegawa, Akiko Ishiguro, Takuji Ishimoto, Kazuhiro Ito, Yutaka Kamimura, Noritoshi Kato, Sawako Kato, Hiroshi Kojima, Tomoki Kosugi, Kayaho Maeda, Masasi Mizuno, Shoji Saito, Hitomi Sato, Yuka Sato, Yasuhiro Suzuki, Akihito Tanaka, Yoshinari Yasuda, Fujiko Hasegawa, Maiko Hayashi, Shizuka Higashi, Kaho Shimamura, Momoko Sumi, Kazuki Tajima, Chimaki Unekawa, Kana Wakayama, Yukiko Wakita, Takatoshi Otani, Ayako Imai, Sayaka Kawashima, Eri Kogure, Tomoe Sato, Misato Takezawa, Shinya Yoshida, Hideo Araki, Yuko Katsuda, Masahiro Konishi, Takahiro Matsunaga, Masashi Oe, Kunihiro Ogane, Masato Sakai, Tomoko Takahashi, Takahiro Yamano, Takuya Yokoyama, Hitomi Ito, Masayo Katayama, Emi Kuroda, Toru Ikeda, Takuma Kojo, Etsuo Yoshidome, Rieko Mizumachi, Akane Yamamoto, Narihisa Yamasaki, Yoshihiko Yamasaki, Jun Wada, Jun Eguchi, Chigusa Higuchi, Akihiro Katayama, Masaru Kinomura, Masashi Kitagawa, Shinji Kitamura, Satoshi Miyamoto, Hiroshi Morinaga, Atsuko Nakatsuka, Ichiro Nojima, Kenichi Shikata, Hitoshi Sugiyama, Katsuyuki Tanabe, Kenji Tsuji, Haruhito Uchida, Mayu Watanabe, Chie Hashimoto, Takahiro Kato, Sayaka Yamamoto, Takehiko Wada, Masafumi Fukagawa, Naoto Hamano, Masahiro Koizumi, Hirotaka Komaba, Yosuke Nakagawa, Michiyo Iwamoto, Kosuke Masutani, Akane Katanosaka, Mayu Kiyota, Hikari Uchi, Yuka Ueda, Sonoka Yamamoto, Hajime Nagasu, Seiji Itano, Tsukasa Iwakura, Hiroyuki Kadoya, Eiichiro Kanda, Naoki Kashihara, Kengo Kidokoro, Megumi Kondo, Tamaki Sasaki, Minoru Satoh, Atsuyuki Tokuyama, Reina Umeno, Yoshihisa Wada, Toshiya Yamamoto, Yu Yamanouchi, Masumi Abe, Yoko Inukai, Wataru Ogawa, Shunichiro Asahara, Hideki Fujii, Shunsuke Goto, Yushi Hirota, Tetsuya Hosooka, Keiji Kono, Shinichi Nishi, Yuko Okada, Kazuhiko Sakaguchi, Kenji Sugawara, Michiko Takahashi, Tomoko Takai, Yoshikazu Tamori, Kentaro Watanabe, Miyu Kitajima, Misaki Nishi, Junko Wada, Yasuhiko Ito, Hideki Kamiya, Akimasa Asai, Nao Asai, Saeko Asano, Shogo Banno, Yohei Ejima, Hanako Hase, Tomohide Hayami, Tatsuhito Himeno, Takahiro Ishikawa, Mayumi Ito, Shiho Iwagaitsu, Rina Kasagi, Yoshiro Kato, Makoto Kato, Koichi Kato, Takayuki Katsuno, Miyuka Kawai, Hiroshi Kinashi, Masaki Kondo, Masako Koshino, Naoya Matsuoka, Yoshiaki Morishita, Mikio Motegi, Jiro Nakamura, Hiromi Shimoda, Hirokazu Sugiyama, Shin Tsunekawa, Makoto Yamaguchi, Kazuyo Takahashi, Hirotaka Watada, Takashi Funayama, Yasuhiko Furukawa, Tomohito Gohda, Hiromasa Goto, Hideyoshi Kaga, Yasuhiko Kanaguchi, Akio Kanazawa, Kayo Kaneko, Toshiki Kano, Masao Kihara, Shogo Kimura, Takashi Kobayashi, Masayuki Maiguma, Yuko Makita, Satoshi Mano, Tomoya Mita, Takeshi Miyatsuka, Maki Murakoshi, Masahiro Muto, Masami Nakata, Junichiro Nakata, Yuya Nishida, Nao Nohara, Takeshi Ogihara, Daisuke Sato, Junko Sato, Hiroaki Sato, Yusuke Suzuki, Ruka Suzuki, Hitoshi Suzuki, Miyuki Takagi, Yoshifumi Tamura, Toyoyoshi Uchida, Seiji Ueda, Miki Asawa, Minako Miyaji, Eri Nagashima, Yoshie Shibata, Eri Yanagisawa, Toshimasa Yamauchi, Yosuke Hirakawa, Hiroshi Nishi, Nobuhiro Shojima, Satoko Horikawa, Yukiko Nakayama, Naoko Yamada, Yuki Omori, Shintaro Yano, Miyabi Ioka, Nahoko Kuwabara, Remi Nagano, Megumi Nozawa, Yumi Osawa, Hiroshi Maegawa, Shinji Kume, Shinichi Araki, Itsuko Miyazawa, Katsutaro Morino, Ikuko Kawai, Masumi Sobata, Motoko Takaoka, Yasushi Iwaita, Takashi Udagawa, Ami Inamori, Aya Kawase, Aya Yamanaka, Hitoshi Shimano, Akiko Fujita, Hitoshi Iwasaki, Hirayasu Kai, Yoshinori Osaki, Chie Saito, Motohiro Sekiya, Ryoya Tsunoda, Kunihiro Yamagata, Rikako Nakamura, Aiko Yamada, Mitsuru Ohsugi, Motoharu Awazawa, Ryotaro Bouchi, Shota Hashimoto, Makiko Hashimoto, Tomoko Hisatake, Noriko Ihana, Koko Ishizuka, Kazuo Izumi, Hiroshi Kajio, Michi Kobayashi, Noriko Kodani, Koji Maruyama, Michihiro Matsumoto, Maya Matsushita, Tomoka Nakamura, Takehiro Sugiyama, Akiyo Tanabe, Aiko Terakawa, Kojiro Ueki, Yuko Orimo, Takako Ozawa, Eriko Takahira, Yoshimitsu Yamasaki, Masakazu Haneda, Tadahiro Tomita, Saori Akimoto, Akihiro Fujimoto, Kenji Ishihara, Chiho Murakami, Akiyo Nishiyama, Yukiko Toyonaga, Kana Uozumi, Yukihiro Yamaji, Tetsuya Shigehara, Jun Okajyo, Yukihiro Shimizu, Shingo Iwasaki, Yuki Fukao, Megumi Furusho, Shintaro Nunokawa, Hideki Katagiri, Tomohito Izumi, Keizo Kaneko, Shinjiro Kodama, Mariko Miyazaki, Yuichiro Munakata, Tasuku Nagasawa, Yuji Oe, Hiroto Sugawara, Kei Takahashi, Kazushige Hirata, Keiko Inomata, Shoko Otomo, Taeko Uchida, Chigusa Yamashita, Arihiro Kiyosue, Ryota Tamura, Francois Dube, Marilene Bolduc, Marie-Christine Talbot, Leslie Cham, Vesta Lai, Josephine Tse, Shivinder Jolly, Tabbatha Duck, Scott Lyle, Rachel Epp, Camille Galloway, Susan Haskett, Elizabeta Matvienko, Liam Paulsen, Louise Moist, Zabrina Lozon, Tina Ramsey, Brittany Whitmore, Bader Al-Zeer, Paula Macleod, Aoife O'Sullivan, Zainab Sheriff, Sam Tholl, Amritanshu Pandey, Samantha Armstrong, Bethelihem Gebeyehu, Patrick Toth, Ronald Goldenberg, Mahsa Jahangiriesmaili, Shariff Sanguila, Neethi Suresh, Tanvi Talsania, Nadia Zalunardo, Mohsen Agharazii, Marie-Pier Roussel, Annie Saillant, France Samson, Harpreet Bajaj, Miken Bhavsar, Parul Dhall, Gagandeep Dhillon, Bhupinder Grewal, Taniya Nimbkar, Francois Madore, Guylaine Marcotte, Oren Steen, Mathura Bullen, Shayani Raguwaran, Andre Valleteau, Marie-France Langlois, Christine Brown, Andrew Steele, Melissa Garrity, Taneera Ghate, Holly Robinson, Michael Tolibas, Chetna Tailor, Lauren Elliott, Christine McClary-Wright, Fadia Boreky, Sameh Fikry, Ayesha Ali, Chintankumar Barot, Wagdy Basily, Thisun Saram, Vinay Varad, Hasnain Khandwala, Alex Aguilera, Patricia Alvarez, Balwinder Gill, Nazihah Huda, Aamir Navivala, Daniel Pinto, Micheli Bevilacqua, Elaine Fung, Geraldine Hernandez, Puneet Mann, Jaskiran Saini, Remi Rabasa-Lhoret, Danijela Bovan, Marie Devaux, Cecilia Barnini, Giovanna Leoncini, Luca Manco, Giulia Nobili, Matteo Piemontese, Filippo Aucella, Rachele Grifa, Francesco Totaro, Gaetano La Manna, Irene Capelli, Giuseppe Cianciolo, Sarah Lerario, Fulvia Zappulo, Alberto Rosati, Filippo Fani, Giuseppe Spatoliatore, Loreto Gesualdo, Francesco Pesce, Maria Russo, Maria Zippo, Cesira Cafiero, Daria Motta, Simona Bianco, Donatella Bilucaglia, Piergiorgio Messa, Laura Pavone, Federica Tripodi, Simone Vettoretti, Paola Fioretto, Gianni Carraro, Filippo Farnia, Anna Postal, Alessandro D'Amelio, Antonio Cardone, Giovanni Piccinni, Annalisa Aloisi, Francesco Scolari, Federico Alberici, Alice Guerini, Chiara Saccà, Chiara Salviani, Roberta Zani, Luca De Nicola, Carlo Garofalo, Maria Elena Liberti, Roberto Minutolo, Luigi Pennino, Lucio Polese, Paolo Mené, Simona Barberi, Clorinda Falcone, Francesco Russo, Maurizio Caroppo, Gennaro Santorelli, Rodolfo Rivera, Domenico Santoro, Alfio Giuffrida, Fortunata Zirino, Cristina Calvi, Luca Estienne, Giovanni Gambaro, Concetta Gangemi, Vittorio Ortalda, Giuseppina Pessolano, Giuseppe Grandaliano, Rocco Baccaro, Pietro Ferraro, Roberto Mangiacapra, Marco Melandri, Nadia Foligno, Rita Quartagno, Giuseppe Vezzoli, Elena Brioni, William G, Herrington, Natalie, Staplin, Christoph, Wanner, Jennifer B, Green, Sibylle J, Hauske, Jonathan R, Emberson, David, Prei, Parminder, Judge, Kaitlin J, Mayne, Sarah Y A, Ng, Emily, Sammon, Doreen, Zhu, Michael, Hill, Will, Steven, Karl, Wallendszu, Susanne, Brenner, Alfred K, Cheung, Zhi-Hong, Liu, Jing, Li, Lai Seong, Hooi, Wen, Liu, Takashi, Kadowaki, Masaomi, Nangaku, Adeera, Levin, David, Cherney, Aldo P, Maggioni, Roberto, Pontremoli, Rajat, Deo, Shinya, Goto, Xavier, Rossello, Katherine R, Tuttle, Dominik, Steubl, Michaela, Petrini, Dan, Massey, Jens, Eilbracht, Martina, Brueckmann, Martin J, Landray, Colin, Baigent, Richard, Hayne, EMPA-KIDNEY Collaborative Group: Colin Baigent, The, J Landray, Martin, Wanner, Christoph, G Herrington, William, Haynes, Richard, B Green, Jennifer, J Hauske, Sibylle, Brueckmann, Martina, Hopley, Mark, von-Eynatten, Maximillian, George, Jyothi, Brenner, Susanne, K Cheung, Alfred, Preiss, David, Liu, Zhi-Hong, Li, Jing, Hooi, Laiseong, Liu, Wen, Kadowaki, Takashi, Nangaku, Masaomi, Levin, Adeera, Cherney, David, Pontremoli, Roberto, P Maggioni, Aldo, Staplin, Natalie, Emberson, Jonathan, Hantel, Stefan, Goto, Shinya, Deo, Rajat, R Tuttle, Katherine, Hill, Michael, Judge, Parminder, J Mayne, Kaitlin, A Ng, Sarah Y, Rossello, Xavier, Sammons, Emily, Zhu, Doreen, Sandercock, Peter, Bilous, Rudolf, Herzog, Charle, Whelton, Paul, Wittes, Janet, Bennett, Derrick, Achiri, Patricia, Ambrose, Chrissie, Badin, Cristina, Barton, Jill, Brown, Richard, Burke, Andy, Butler, Sebastian, Dayanandan, Rejive, Donaldson, Pia, Dykas, Robert, Fletcher, Lucy, Frederick, Kate, Kingston, Hannah, Gray, Mo, Harding, Emily, Hashimoto, Akiko, Howie, Lyn, Hurley, Susan, Lee, Ryonfa, Luker, Nik, Murphy, Kevin, Nakahara, Mariko, Nolan, John, Nunn, Michelle, Mulligan, Sorcha, Omata, Akiko, Pickworth, Sandra, Qiao, Yanru, Shah, Shraddha, Taylor, Karen, Timadjer, Alison, Willett, Monique, Wincott, Liz, Yan, Qin, Yu, Hui, Bowman, Louise, Chen, Fang, Clarke, Robert, Goonasekera, Michelle, Karsan, Waseem, Mafham, Marion, Reith, Christina, Zayed, Mohammed, Ellison, Ritva, Moys, Rowan, Stevens, Will, Verdel, Kevin, Wallendszus, Karl, Bowler, Chri, Brewer, Anna, Measor, Andy, Cui, Guanguo, Daniels, Charle, Field, Angela, Goodenough, Bob, Lawson, Ashley, Mostefai, Youcef, Radhakrishnan, Dheeptha, Syed, Samee, Xia, Shuang, Adewuyi-Dalton, Ruth, Arnold, Thoma, Beneat, Anne-Marie, Bhatt, Anoushka, Bird, Chloe, Breach, Andrew, Brown, Laura, Caple, Mark, Chavagnon, Tatyana, Chung, Karen, Clark, Sarah, Condurache, Luminita, Eichstadt, Katarzyna, Espino Obrero, Marta, Forest, Scarlett, French, Helen, Goodwin, Nick, Gordon, Andrew, Gordon, Joanne, Guest, Cat, Harding, Tina, Hozak, Michal, Lacey, Matthew, Maclean, David, Messinger, Louise, Moffat, Stewart, Radley, Martin, Shenton, Claire, Tipper, Sarah, Tyler, Jon, Weaving, Lesley, Wheeler, Jame, Williams, Elissa, Williams, Tim, Woodhouse, Hamish, Chamberlain, Angela, Chambers, Jo, Davies, Joanne, Donaldson, Denise, Faria-Shayler, Pati, Fleming-Brown, Denise, Ingell, Jennifer, Knott, Carol, Liew, Anna, Lochhead, Helen, Meek, Juliette, Rodriguez-Bachiller, Isabel, Wilson, Andrea, Zettergren, Patrick, Aitsadi, Rach, Barton, Ian, Baxter, Alex, Bu, Yonghong, Danel, Lukasz, Grotjahn, Sonja, Kurien, Rijo, Lay, Michael, Maskill, Archie, Murawska, Aleksandra, Raff, Rachel, Young, Allen, Sardell, Rebecca, Cejka, Vladimir, Fajardo-Moser, Marcela, Hartner, Christian, Poehler, Dori, Renner, Janina, Scheidemantel, Franziska, Bryant, Miya, Hepditch, Anita, Johnson, Cassandra, Latore, Erin, Miller, Yolanda, Price, Lauren, Whalen, Merilee, Wheeler, Ashleigh, Ingell, Jenny, An, Yu, Chen, Yinghua, Chen, Peiling, Dai, Hao, Du, Hong, Feng, Fang, Guo, Qing, Hou, Libo, Hundei, Wuhanbilige, Jin, Binbin, Li, Yan, Liu, Jiamin, Song, Xia, Wang, Yanping, Yu, Yanwu, Zhang, Ning, Zhao, Lingshan, Zhong, Hui, Beng Goh, Cheng, Mun Low, Ye, Yi Sor, Soon, Hanis Zulkipli, Farah, Sivanandam, Sarojini, Arai, Natsuki, Fukasawa, Ai, Furukawa, Mizue, Habuki, Keisuke, Hayashi, Shoko, Isari, Wakako, Kanegae, Saki, Kawai, Maria, Kobayashi, Reiki, Kuramae, Takako, Kuribayashi, Chika, Maeno, Sawako, Masumoto, Satoshi, Morisaki, Tomoko, Oda, Minoru, Sawada, Kazue, Sugamori, Kenta, Tatsuzawa, Ayana, Tomita, Aiko, Yuasa, Kazuyuki, Inazawa, Hiroko, Axler, Amanda, Gallo, Kerri, Baldini, Ester, Bartolomei Mecatti, Barbara, Bianchini, Francesca, Ceseri, Martina, Cipressa, Laura, Fabbri, Gianna, Lorimer, Andrea, Lucci, Donata, Ghavampour, Sharang, Knoppe, Anja, Schmidt-Gurtler, Han, Dumann, Hubert, Merscher, Sybille, Patecki, Margret, Rainer Schlieper, Georg, Torp, Anke, Weber, Bianca, Zietz, Maja, Hohenstein, Bernd, Benck, Ur, Draganova, Diliana, Weinreich, Thoma, Wolf, Lothar, Gaidu, Jasmine, Reiner, Hanna, Visnjic, Mandy, Steffl, Daniel, Breitenfeldt, Marie, Kraemer-Guth, Annette, Braun, Christine, Hagge, Simone, Schomig, Michael, Matthias, Stephan, Stoffler, Dominik, Schumacher, Beate, Sitter, Thoma, Fuessl, Louise, Krappe, Julia, Loutan, Jerome, Vielhauer, Volker, Andriaccio, Luciano, Maurer, Magdalena, Winkelmann, Bernhard, Dursch, Martin, Seifert, Linda, Tenbusch, Linda, Weinmann-Menke, Julia, Boedecker, Simone, Kaluza-Schilling, Wiebke, Kraus, Daniel, Krieger, Carina, Schmude, Margit, Schreiber, Anne, Eckrich, Ewelina, Tschope, Diethelm, Arbi, Abdulwahab, Lee-Barkey, Young, Stratmann, Bernd, Prib, Natalie, Rolfsmeier, Sina, Schneider, Irina, Rump, Lar, Stegbauer, Johanne, Pötz, Christine, Schemmelmann, Mara, Schmidt, Claudia, Koch, Michael, Aker, Sendogan, Küpper, Annika, Martin, Manuela, Pfab, Thiemo, Albert, Christian, Haase, Michael, Zander, Barbara, Schneider-Danwitz, Claudia, Seeger, Wolfgang, Seeger, Wolf-Adam, Zemann, Britta, Stellbrink, Christoph, Marx, Kristin, Stellbrink, Ekaterina, Brettschneider, Britta, Watson, Stephanie, Iselt, Marion, Klausmann, Gerhard, Kummer, Inga-Nadine, Kutschat, Auguste, Streitenberger, Simone, Girndt, Matthia, Markau, Silke, Girakossyan, Ina, Hanf, Claudia, Beige, Joachim, Wendt, Ralph, Schmidt, Ulrike, Schneider, Andrea, Veelken, Roland, Donhauser, Claudia, Becker, Lui, Miftari, Nexhat, Wolfling, Ricarda, Morlok, Sarah, Hugo, Christian, Paliege, Alexander, Passauer, Jen, Stumpf, Julian, Fleischer, Annegret, Haaser, Kerstin, Kraemer, Bernhard, Jochims, Jan, Kruger, Bernd, Foellinger, Claudia, Reisler, Anastassiya, Strutz, Frank, Haack, Stefan, Hohenstatt, Ursula, Busch, Martin, Herfurth, Konstantin, Wolf, Gunter, Paul, Rainer, Haller, Hermann, Kaufeld, Jessica, Menne, Jan, Bahlmann-Kroll, Elisabeth, Bergner, Angela, Weihprecht, Horst, Er, Aydin, Sonntag, Florian, Turan, Elif, Wittmann, Michael, Klauser, Franziska, Voigt, Eva, Schettler, Volker, Schulz, Egbert, Rohnstock, Madlen, Schettler, Elke, Schroppel, Bernd, van Erp, Rene, Kachele, Martin, Ludwig, Ulla, Schulte-Kemna, Lena, Kmietschak, Waltraud, Preiss, Elke, Ruocco, Martina, Heine, Gunnar, Brzoska, Martin, Gabel, Sebastian, Büttner, Christina, Sabarai, Asma, Banas, Bernhard, Bergler, Tobia, Ehrl, Yvonne, Putz, Franz, Schuster, Antonia, Kuhn, Stefanie, Schramm, Torsten, Degenhardt, Stefan, Schmidt, Gerhard, Weiland, Lea, Giebeln-Hudnell, Ulrike, Kielstein, Jan, Eden, Gabriele, Fuchs, Brigitte, Morig, Gina, Winkler, Manuela, Darius, Harald, Kriatselis, Charalampo, Roesch, Carl-Philipp, Maselli, Astrid, Alscher, Dominik, Ketteler, Marku, Schanz, Moritz, Schricker, Severin, Rettenmaier, Bianka, Schwab, Andrea, Pergola, Pablo, Leal, Irene, Cagle, Melissa, Romo, Anna, Torres, Anthony, Joshi, Sucharit, Barrett, Kulli, Africano, Alexi, Dodds, Vicki, Gowen, Dorleena, Morris, Ashlee, Fernandez, Juan, Jimenez, Guillermo, Viera, Ricardo, Bruce, Kendaling, Barrios, Ryan, Garcia, Maylin, Garcia, Kerelyn, Leal, Iradi, Tietjen, David, Bains, David, Castillo, Carlo, Brewer, Genielle, Davis, Justin, Freking, Natalie, Golson, Brittany, Ham, Sally, Roesch, Jesslyn, Suchinda, Pusadee, Beigh, Shameem, Lilavivat, Usah, Bilton, Joyce, Bocchicchia, Kim, Turner, Jeffrey, Dahl, Neera, Peixoto, Aldo, Kavak, Yasemin, Liberti, Lauren, Nair, Hari, Page, Nicola, Rosenberg, Stephanie, Simmons, Kathryn, Isakova, Tamara, Frazier, Rebecca, Mehta, Rupal, Srivastava, Anand, Fox, Patrick, Hecktman, Jonathan, Hodakowski, Alexander, Martinez, Carlo, Phillips, Rachel, Stevenson, Alexi, Mustafa, Reem, Jansson, Kyle, Kimber, Cassandra, Stubbs, Jason, Tuffaha, Ahmad, Yarlagadda, Sri, Griffin, Debbie, Laundy, Elisabeth, Tang, Zhuo, Alicic, Radica, Cooper, Ann, Davis, Lisa, Gore, Ashwini, Goldfaden, Rebecca, Harvill, Leslie, Hichkad, Lisa, Johns, Barry, Jones, Thoma, Merritt, Kayla, Sheldon, Jennifer, Stanfield, Jennifer, Alexander, Lindsay, Preston, Kaitlyn, Wood, Lindsey, Pradhan, Rajesh, Deraad, Roger, Mcintosh, Kelli, Raymond, Loui, Shepperd, Michael, Mclaughlin, Susan, Seifert, Mary, Shepherd, Andrew, Aiello, Joseph, Durham, William, Loudermilk, Laurie, Manley, John, Burnette, Sabrina, Evans, Stephanie, Johnson, Tara, Sloan, Lance, Ann Acosta, Judy, Gillham, Stacy, Sloan, Katia, Squyres, Sueann, Rocco, Michael, Hawfield, Amret, Bagwell, Ben, Richmond, Lauren, Soufer, Joseph, Clarke, Subha, Aliu, Amanda, Calabrese, Kristine, Davis, Amanda, Poma, Veronica, Spinola, Tracy, Magee, Jame, Silva, Ricardo, Choksi, Rushab, Dajani, Lorraine, Evans, John, George, Anil, Krish, Prasanth, Martins, Gerard, Sheikh-Ali, Mae, Sutton, David, Driver, Freda, Hanburry, Abraham, Hume, Laura, Hurst, Amber, Taddeo, Matthew, Turner, Marla, Yousif, Veronica, Beddhu, Srinivasan, Al-Rabadi, Laith, Abraham, Nikita, Caamano, Amalia, Carle, Judy, Gonce, Victoria, Staylor, Kaitlyn, Zhou, Na, Bansal, Shweta, Bhattarai, Manoj, Sharma, Kumar, Debnath, Subrata, Garza, Aliseiya, Velagapudi, Chakradhar, Rovner, Sergio, Almeida, Javier, Casares, Pablo, Stewart-Ray, Verlaine, Almaraz, Rene, Dayrell, Renata, Moncada, Ana, Pulido, Ricardo, Rodriquez, Roxana, Deeb, Wasim, Degoursey, Kathryn, Gloria, Rodel, Greene, Trevor, Miller, Robert, Pereira, Edward, Roura, Miguel, Domingo, Debbie, Dorestin, Sasha, Hodge, William, Jackson, Cathy, Lund, Deborah, Taylor, Katrina, Boren, Kenneth, Cleveland, Brittany, Gaiser, Sandra, Sahani, Mandeep, Aldrich, Logan, Edmerson, Exodu, Limon, Edmond, Valletta, Cole, Vasquez, Patricia, Provenzano, Christopher, Brar, Navkiranjot, Henderson, Heather, Keith, Bellovich, Khai, Qur, Khairullah, Quresh, Makos, Gail, Topf, Joel, Gasko, Sherry, Henschel, Rosemarie, Knapp, Kaitlin, Kozlowski, Teresa, Lafleur, Paula, Varughese, Ashwathy, Xue, Hui, Wu, Patricia, Arechiga, Olga, Darbeau, Shan, Fechter, Michael, Martinez, Stephanie, Hanson, Lenita, Cooper, Nyla, Madera, Areli, Cadorna, Jay, Sheridan, Rita, Sparks, Helen, Eilerman, Bradley, Bodine, Susanne, Eid, Wael, Flora, Rebecca, Avery, Amber, Hardy, Cashmere, Biscoveanu, Mihaela, Nagelberg, Steven, Cummins, Tracey, Rahbari-Oskoui, Frederic, Oommen, Anju, Forghani, Zohreh, Hitchcock, Stacie, Hosein, Darya, Watkins, Diane, Patel, Minesh, Lambert, Anthony, Newman, Elizabeth, Wood, Autumn, Ross, Tammy, Topping, Stephany, Mulhern, Jeffrey, Murphy, Lorna, Vasseur, Ann, Greenwood, Gregory, Hadley, Alexander, Laurienti, Denise, Marshall, Christopher, Mclean, Nichola, Satko, Scott, Caudill, Brandy, Maris, Jacob, Rogers, Janice, Vanhoy, Cindy, Thomas, George, Nakhoul, George, O'Toole, John, Taliercio, Jonathan, Cooperman, Leslie, Markovic, Marina, Tucky, Barbara, Dev, Devasmita, Hasan, Alia, Yalamanchili, Hima, Jain, Namita, Mcneil, Lesley, Wines, Eric, Park, Jean, Ghazi, Adline, Hamm, Mia, Patel, Teja, Mottl, Amy, Chang, Emily, Derebail, Vimal, Cole, Emmie, Froment, Anne, Kelley, Sara, Osmond Foster, Jordan, Mahabadi, Vahid, Jafari, Golriz, Kamarzarian, Anita, Arriaga, Wendy, Arteaga, Daisy, Machicado, Rosario, Naverrete, Genesi, Kumar, Prashant, Nazeer, Imran, Urquia, Karina, Glider, Tammi, Jones, Vickie, Rucker, Savannah, Wiley, Jennifer, Pandey, Rahul, Arroyo, Jesu, Pariani, Harish, Ahmad, Mohammad, Mozaffari, Shahin, Perez, Erika, Budoff, Matthew, Roy, Sion, Birudaraju, Divya, Ghanem, Ahmed, Hamal, Sajad, Aronoff, Stephen, Joye Petr, Elisa, Sachson, Richard, Wiebel, Jaime, Akram, Sana, Jones, Laurie, Knight, Curti, Tarlac, Maurie, Ahmed, Shahbaz, Szerlip, Harold, Akinfolarin, Akinwande, Mehta, Ankit, Camp, Shana, Castro, Cindy, Cooper, Zanaida, Terry, Jessica, Awad, Ahmed, Kothapalli, Bhavya, Lustig, Ryan, Alfaress, Serine, Jasim, Hyder, Parrigon, Mary, Karounos, Denni, Ahmed, Sadiq, Berry, Maggie, Oremus, Ruth, Hernandez-Cassis, Carlo, Ugwu, Elia, Junejo, Nazia, Suazo, Nancy, Segal, Mark, Kazory, Amir, Brown, Sherry, Daniels, Tristan, Dayi, Sofia, Hogan, Renee, Mccray, Kathy, Stickley, Jennifer, Rahman, Mahboob, Dobre, Mirela, Negrea, Lavinia, Padiyar, Aparna, Pradhan, Nishigandha, Rashidi, Arash, Sarabu, Nagaraju, Donley, Vicki, Young, Tricia, Oguchi, Godson, Onyema, Judepatrick, Damianik, Kahla, Dienes, Jack, Plummer-Morgan, Judith, Roman, Marilyn, Skipper, Mauver, Villaruel, Stacey-Ann, Williams, Krystle, Sugimoto, Danny, Dugas, Jeffrey, Ahmed, Ismeal, Bhairoo, Jamie, Rijos, Dolore, Salim, Huzaifa, Gavrila, Madita, Lafferty, Kathryn, Rabara, Ria, Ruse, Sally, Weetman, Maria, Bushnell, Jame, Power, Albert, Jenkins, Alison, Jones, Stefanie, Scott, Amanda, Byrne, Cath, Jesky, Mark, Cowley, Alison, Mchaffie, Emma, Waterfall, Holly, Taylor, Jo, Bough, Laura, Phillips, Thoma, Winter-Goodwin, Barbara, Phin Kon, Sui, Macdougall, Iain, Lioudaki, Eirini, Shah, Sapna, Sharpe, Claire, Aguilar, Francisco, Hernandez Pena, Abegail, Pugay, Conception, Te, Amelia, Finn, Hugh, Hanif, Wasim, Mostafa, Samiul, Aitken, Alice, Draxlbauer, Katharine, Grobovaite, Evelina, Kearney, Jennifer, Mccarthy, Theresa, Gentile, Giorgio, Browne, Duncan, Chellamuthu, Palanichamy, Dugal, Tabinda, Chant, Terri, Jones, Laura, Laity, Emily, Miners, Megan, Muir, Jame, Swanson, Elizabeth, Frankel, Andrew, Tomlinson, Jame, Alegata, Marlon, Almasarwah, Rashid, Apostolidi, Anthoula, Vourvou, Maria, Walters, Thoma, Taal, Maarten, Dukka, Hari, Kolhe, Nitin, Mcdonald, Carly, White, Kelly, Ugni, Shiva, Gunda, Smita, Oluyombo, Rotimi, Brindle, Vicki, Coutts, Ping, Fuller, Tracy, Nadar, Evelyn, Ramadoss, Suresh, Motherwell, Nichola, Pajak, Susannah, Tonks, Louise, Bhandari, Sunil, Bodington, Richard, Hazara, Adil, Fellowes, Dominic, Wong, Christopher, Goldsmith, Christopher, Barnes, Sherald, Bennett, Ann, Burston, Claire, Hope, Samantha, Hunt, Nicola, Kurian, Lini, Fish, Richard, Farrugia, Daniela, Lee, Judy, Sadler, Emma, Turner, Hannah, Hill, Christopher, Brown, Henry, Masengu, Agne, Maxwell, Peter, Bleakley, Nina, Murtagh, Hugh, Petchey, William, Yiu, Vivian, Kellett, Joanne, Williams, Angharad, Clarke, Helen, Carnall, Victoria, Benyon, Sarah, Blake, Caroline, Estcourt, Stephanie, Piper, Jane, Morgan, Neal, Hutchinson, Carolyn, Mckinley, Teresa, Woodman, Alastair, Graham, Judi, Leonard, Niall, Smyth, John, Adell, Vicki, Hagan, Samantha, Caplin, Ben, Oomatia, Amin, Damian, Eleanor, Sobande, Toluleyi, Doulton, Tim, Delaney, Michael, Montasser, Mahmoud, Hansen, Jenny, Loader, David, Moon, Angela, Morris, France, Sinha, Smeeta, Chukwu, Chukwuma, Hudson, Amy, Campbell, Diane, Kershaw, Melanie, Whittaker, Stephanie, Irtiza-Ali, Ayesha, Ghalli, Farid, Nosseir, Heba, Leslie, Allison, Trivedi, Kate, Fraser, Donald, Alhadj Ali, Mohammad, Griffin, Sian, Latif, Farah, Witczak, Justyna, Wonnacott, Alexa, Jeffers, Lynda, Webley, Yvette, Phelan, Paul, Miller-Hodges, Eve, Geddes, Ailsa, Glenwright, Margaret, Hunter, Amy, Pickett, Thoma, Moriarty, Jim, Hill, Linda, Tyler, Amanda, Ayub, Waqar, Evans, Gail, Hewins, Sue, Hewitt, Davina, Read, Kerry, Bell, Samira, Cosgrove, Leanne, Craik, Rachel, Murray, Shona, Bhandary, Nitin, Coles, Holly, Easow, Rashmi, Joseph, Maya, Khwaja, Arif, Jackson, Yvonne, Mbuyisa, Angeline, Sellars, Rachel, Chitalia, Nihil, Mohandas, Cynthia, Gherman, Anca, Kamundi, Charlotte, Olufuwa, Olumide, Mccafferty, Kieran, Adeleke, Adedolapo, Healy, Cara, Jeyarajah, Damini, Kinsella-Perks, Edward, Smith, Richard, Camilleri, Brian, Buckman, Carol, Finch, Jenny, Rivers, Vanessa, Connor, Andrew, Carr, Sheila, Shainberg, Lisa, Lewington, Andrew, Baker, Richard, Dorey, Suzannah, Tobin, Kay, Wheatley, Rosalyn, Banerjee, Debasish, Hull, Richard, Abat, Sharirose, Paul, Riny, Karim, Mahzuz, Htet, Zay, Tufail, Saad, Varma, Ravi, Convery, Karen, Fottrell-Gould, Deirdre, Hudig, Lisa, Tropman, Emily, Abdul-Samad, Thahir, Grace, Anne, Phipps, Marie, Suckling, Rebecca, Somalanka, Subash, Sood, Bhrigu, Swift, Pauline, Acheampong, Sarah, Ansu, Kwame, Augustin, Martia, Sampson, Anna, Vinall, Lynn, Wren, Kim, Wanninayake, Shamila, Wooding, Nichola, Edwards, Heather, Owen, Lydia, Bolton, Stephanie, Carson, Marion, Matthews, Michael, Brunskill, Nigel, Jesus-Silva, Jorge, Howson, Alex, Quashie-Akponeware, Mary, Tindall, Hilary, Nethaji, Chidambaram, Eldon, Helen, Patel, Rajan, Mark, Patrick, Rankin, Alastair, Sullivan, Michael, Forsyth, Kirsty, Mcdougall, Rowan, Dasgupta, Tanaji, Davies, Louisa, Ryder, Maggie, Grimmer, Philip, Macdonald, Clare, Webster, Mary, Newcastle, Newcastle, Ellam, Timothy, Wong, Edwin, Meshykhi, Christine, Webster, Andrea, Wilson, Peter, Vilar, Enric, Berdeprado, Jocelyn, Doctolero, Eunice, Wilkinson, Lily, Mccarroll, Frank, Ammar, Hesham, Kuan, Ying, Moran, Conor, Shivashankar, Girish, Campbell, Ryan, Glowski, Deborah, Mcdermott, Paula, Ali, Amar, Patel, Zuber, Bond, Christine, Whalley, Gillian, Zhang, Haitao, Yang, Liu, Zhang, Lihua, Kan, Tingting, Zhu, Ling, Zhao, Jinghong, Hou, Weiping, Wu, Jing, Cheng, Hong, Bian, Weijing, Zhao, Zhirui, Shao, Fengmin, Cao, Huixia, Jiao, Xiaojing, Niu, Peiyuan, Niu, Jianying, Chen, Yu, Zhang, Lihong, Zhu, Shenglang, Lin, Haiyan, Yao, Shaopeng, Chen, Jiehui, Jiang, Ying, Hu, Ying, Xiao, Huaying, Yang, Fuye, Zhang, Xinzhou, Guo, Baochun, Jin, Qiu, Liu, Lixia, Xiao, Xiangcheng, Xie, Yanyun, Meng, Ting, Xu, Chuanwen, Huang, Jie, Xu, Yanmei, Kong, Weixin, Wang, Xiaoliang, Liu, Qianpan, Wang, Xueying, Gao, Ming, Hu, Xiumei, Lu, Ying, Wang, Li, Peng, Kun, Wang, Wei, Gong, Qiuhong, Cai, Jianfang, Li, Xiaojue, Liu, Xuejiao, Zhou, Shuhan, Liu, Hong, Weng, Yao, Tang, Shuai, Yao, Yao, Zhao, Shi, Cheng, Chen, Wei, Wei, Li, Na, Aqashiah Mazlan, Sadanah, Zubaidah Bahtar, Alia, Katiman, Elliyyin, Othman, Noraini, Mushahar, Lily, Mazlan, Nurdiana, Sharafina Safiee, Nur, Ramasamy, Sarasa, Seng Wong, Hin, Ahmad Rosdi, Hajar, Zhao Zhi Tan, Esther, Fan Tay, Ju, Seng Teng, Kok, Yahaya, Hasnah, Jiun Liu, Wen, Wee Ee, Lik, Kay Leong Khoo, Kenneth, Mohd Yusoff, Yuana, Safhan Mohamad Nor, Fariz, Kamil Ahmad, Mohd, Ramli Seman, Mohd, Hui Hong Tan, Clare, Lui Sian Ngu, Laura, Yoke May Chan, Jaime, Peji, Javelin, Loong Loh, Chek, Yan Lee, Yee, Ramanaidu, Sridhar, Mean Thong, Kah, Hong Wong, Yik, Junus, Suria, Hua Ching, Chen, Faisal Asmee, Mohammad, Ruziana Ku Md Razi, Ku, Leong Low, Chun, Sze Bing Sim, Christopher, Duan Tham, Zhang, Kamila Abdullah, Noor, Meng Chen, Tai, Chieh Chan, Yong, Chang, Eason, Yean Kang, Huan, Quan Lee, Kai, Ann Lee, Sue, Kheng Lee, Aik, Vinathan, Jeevika, Abdul Cader, Rizna, Mustafar, Ruslinda, Kamaruzaman, Lydia, Mohd, Rozita, Ismail, Rahimah, Men Leong, Chong, Koon Low, Chee, Wei Wong, Liang, Adnan, Norlezah, Ibrahim, Sabariah, Zaimi Abdul Wahab, Mohamad, Bavanandan, Sunita, Shen Lim, Yik, Hazlina Wan Mohamad, Wan, Munirah Jaafar, Siti, Ashykeen Mohd Fauzi, Nur, Sudin, Aziee, Kun Lim, Soo, Chung Gan, Chye, Hing, Albert, Ahmad Faizal Alaidin Razali, Wan, Fong Liew, Yew, Bao Tyng Chan, Chelsia, Chih Cheng, Mei, Chen Ong, Yu, Meng Ong, Loke, Amalina Mohamed Affandi, Farah, Rahmat, Korina, Chai Peng, Ban, Amat, Masayu, Hadafi Ahmad, Nuzaimin, Yee Mah, Doo, Loon Tye, Yi, Azhari, Zaid, Nabilah Mohamad Zaini, Siti, Aidil Musa, Mohd, Ahmad Miswan, Norazinizah, Ramli, Rafizanur, Aziah Ahmad, Nor, Leong Goh, Bak, Izah Ahmad, Nurul, Huda Ibrahim, Fairol, Jian Ng, Tze, Shanmuganathan, Malini, Lian Tay, Li, Harun, Zaiha, Ramli, Salmi, 'Ain Yusof, Nurul, Abd Rahman, Rossenizal, Iqbal Abdul Hafidz, Muhammad, Hidayati Mohd Sharif, Nur, Yasmoon Awang, Irda, Nakashima, Eitaro, Imamine, Rui, Minatoguchi, Makiko, Miura, Yukari, Nakaoka, Miduki, Suzuki, Yoshiki, Yoshikawa, Hitomi, Shin, Koki, Fujita, Kanae, Iwasa, Misuzu, Sasajima, Haruka, Sato, Airi, Hamamoto, Yoshiyuki, Fujita, Yuki, Haraguchi, Takuya, Hyo, Takanori, Izumi, Kiyohiro, Komiya, Toshiyuki, Kubota, Sodai, Kurose, Takeshi, Kuwata, Hitoshi, Nakatani, Susumu, Oishi, Kaori, Okamoto, Saki, Okamura, Kaori, Takeoka, Jun, Tanaka, Nagaaki, Tanigaki, Katsuya, Toda, Naohiro, Watanabe, Koin, Komori, Hiromi, Kumuji, Rika, Takesada, Asako, Tanaka, Aya, Maruyama, Shoichi, Hasegawa, Tomonori, Ishiguro, Akiko, Ishimoto, Takuji, Ito, Kazuhiro, Kamimura, Yutaka, Kato, Noritoshi, Kato, Sawako, Kojima, Hiroshi, Kosugi, Tomoki, Maeda, Kayaho, Mizuno, Masasi, Saito, Shoji, Sato, Hitomi, Sato, Yuka, Suzuki, Yasuhiro, Tanaka, Akihito, Yasuda, Yoshinari, Hasegawa, Fujiko, Hayashi, Maiko, Higashi, Shizuka, Shimamura, Kaho, Sumi, Momoko, Tajima, Kazuki, Unekawa, Chimaki, Wakayama, Kana, Wakita, Yukiko, Otani, Takatoshi, Imai, Ayako, Kawashima, Sayaka, Kogure, Eri, Sato, Tomoe, Takezawa, Misato, Yoshida, Shinya, Araki, Hideo, Katsuda, Yuko, Konishi, Masahiro, Matsunaga, Takahiro, Oe, Masashi, Ogane, Kunihiro, Sakai, Masato, Takahashi, Tomoko, Yamano, Takahiro, Yokoyama, Takuya, Ito, Hitomi, Katayama, Masayo, Kuroda, Emi, Ikeda, Toru, Kojo, Takuma, Yoshidome, Etsuo, Mizumachi, Rieko, Yamamoto, Akane, Yamasaki, Narihisa, Yamasaki, Yoshihiko, Wada, Jun, Eguchi, Jun, Higuchi, Chigusa, Katayama, Akihiro, Kinomura, Masaru, Kitagawa, Masashi, Kitamura, Shinji, Miyamoto, Satoshi, Morinaga, Hiroshi, Nakatsuka, Atsuko, Nojima, Ichiro, Shikata, Kenichi, Sugiyama, Hitoshi, Tanabe, Katsuyuki, Tsuji, Kenji, Uchida, Haruhito, Watanabe, Mayu, Hashimoto, Chie, Kato, Takahiro, Yamamoto, Sayaka, Wada, Takehiko, Fukagawa, Masafumi, Hamano, Naoto, Koizumi, Masahiro, Komaba, Hirotaka, Nakagawa, Yosuke, Iwamoto, Michiyo, Masutani, Kosuke, Katanosaka, Akane, Kiyota, Mayu, Uchi, Hikari, Ueda, Yuka, Yamamoto, Sonoka, Nagasu, Hajime, Itano, Seiji, Iwakura, Tsukasa, Kadoya, Hiroyuki, Kanda, Eiichiro, Kashihara, Naoki, Kidokoro, Kengo, Kondo, Megumi, Sasaki, Tamaki, Satoh, Minoru, Tokuyama, Atsuyuki, Umeno, Reina, Wada, Yoshihisa, Yamamoto, Toshiya, Yamanouchi, Yu, Abe, Masumi, Inukai, Yoko, Ogawa, Wataru, Asahara, Shunichiro, Fujii, Hideki, Goto, Shunsuke, Hirota, Yushi, Hosooka, Tetsuya, Kono, Keiji, Nishi, Shinichi, Okada, Yuko, Sakaguchi, Kazuhiko, Sugawara, Kenji, Takahashi, Michiko, Takai, Tomoko, Tamori, Yoshikazu, Watanabe, Kentaro, Kitajima, Miyu, Nishi, Misaki, Wada, Junko, Ito, Yasuhiko, Kamiya, Hideki, Asai, Akimasa, Asai, Nao, Asano, Saeko, Banno, Shogo, Ejima, Yohei, Hase, Hanako, Hayami, Tomohide, Himeno, Tatsuhito, Ishikawa, Takahiro, Ito, Mayumi, Iwagaitsu, Shiho, Kasagi, Rina, Kato, Yoshiro, Kato, Makoto, Kato, Koichi, Katsuno, Takayuki, Kawai, Miyuka, Kinashi, Hiroshi, Kondo, Masaki, Koshino, Masako, Matsuoka, Naoya, Morishita, Yoshiaki, Motegi, Mikio, Nakamura, Jiro, Shimoda, Hiromi, Sugiyama, Hirokazu, Tsunekawa, Shin, Yamaguchi, Makoto, Takahashi, Kazuyo, Watada, Hirotaka, Funayama, Takashi, Furukawa, Yasuhiko, Gohda, Tomohito, Goto, Hiromasa, Kaga, Hideyoshi, Kanaguchi, Yasuhiko, Kanazawa, Akio, Kaneko, Kayo, Kano, Toshiki, Kihara, Masao, Kimura, Shogo, Kobayashi, Takashi, Maiguma, Masayuki, Makita, Yuko, Mano, Satoshi, Mita, Tomoya, Miyatsuka, Takeshi, Murakoshi, Maki, Muto, Masahiro, Nakata, Masami, Nakata, Junichiro, Nishida, Yuya, Nohara, Nao, Ogihara, Takeshi, Sato, Daisuke, Sato, Junko, Sato, Hiroaki, Suzuki, Yusuke, Suzuki, Ruka, Suzuki, Hitoshi, Takagi, Miyuki, Tamura, Yoshifumi, Uchida, Toyoyoshi, Ueda, Seiji, Asawa, Miki, Miyaji, Minako, Nagashima, Eri, Shibata, Yoshie, Yanagisawa, Eri, Yamauchi, Toshimasa, Hirakawa, Yosuke, Nishi, Hiroshi, Shojima, Nobuhiro, Horikawa, Satoko, Nakayama, Yukiko, Yamada, Naoko, Omori, Yuki, Yano, Shintaro, Ioka, Miyabi, Kuwabara, Nahoko, Nagano, Remi, Nozawa, Megumi, Osawa, Yumi, Maegawa, Hiroshi, Kume, Shinji, Araki, Shinichi, Miyazawa, Itsuko, Morino, Katsutaro, Kawai, Ikuko, Sobata, Masumi, Takaoka, Motoko, Iwaita, Yasushi, Udagawa, Takashi, Inamori, Ami, Kawase, Aya, Yamanaka, Aya, Shimano, Hitoshi, Fujita, Akiko, Iwasaki, Hitoshi, Kai, Hirayasu, Osaki, Yoshinori, Saito, Chie, Sekiya, Motohiro, Tsunoda, Ryoya, Yamagata, Kunihiro, Nakamura, Rikako, Yamada, Aiko, Ohsugi, Mitsuru, Awazawa, Motoharu, Bouchi, Ryotaro, Hashimoto, Shota, Hashimoto, Makiko, Hisatake, Tomoko, Ihana, Noriko, Ishizuka, Koko, Izumi, Kazuo, Kajio, Hiroshi, Kobayashi, Michi, Kodani, Noriko, Maruyama, Koji, Matsumoto, Michihiro, Matsushita, Maya, Nakamura, Tomoka, Sugiyama, Takehiro, Tanabe, Akiyo, Terakawa, Aiko, Ueki, Kojiro, Orimo, Yuko, Ozawa, Takako, Takahira, Eriko, Yamasaki, Yoshimitsu, Haneda, Masakazu, Tomita, Tadahiro, Akimoto, Saori, Fujimoto, Akihiro, Ishihara, Kenji, Murakami, Chiho, Nishiyama, Akiyo, Toyonaga, Yukiko, Uozumi, Kana, Yamaji, Yukihiro, Shigehara, Tetsuya, Okajyo, Jun, Shimizu, Yukihiro, Iwasaki, Shingo, Fukao, Yuki, Furusho, Megumi, Nunokawa, Shintaro, Katagiri, Hideki, Izumi, Tomohito, Kaneko, Keizo, Kodama, Shinjiro, Miyazaki, Mariko, Munakata, Yuichiro, Nagasawa, Tasuku, Oe, Yuji, Sugawara, Hiroto, Takahashi, Kei, Hirata, Kazushige, Inomata, Keiko, Otomo, Shoko, Uchida, Taeko, Yamashita, Chigusa, Kiyosue, Arihiro, Tamura, Ryota, Dube, Francoi, Bolduc, Marilene, Talbot, Marie-Christine, Cham, Leslie, Lai, Vesta, Tse, Josephine, Jolly, Shivinder, Duck, Tabbatha, Lyle, Scott, Epp, Rachel, Galloway, Camille, Haskett, Susan, Matvienko, Elizabeta, Paulsen, Liam, Moist, Louise, Lozon, Zabrina, Ramsey, Tina, Whitmore, Brittany, Al-Zeer, Bader, Macleod, Paula, O'Sullivan, Aoife, Sheriff, Zainab, Tholl, Sam, Pandey, Amritanshu, Armstrong, Samantha, Gebeyehu, Bethelihem, Toth, Patrick, Goldenberg, Ronald, Jahangiriesmaili, Mahsa, Sanguila, Shariff, Suresh, Neethi, Talsania, Tanvi, Zalunardo, Nadia, Agharazii, Mohsen, Roussel, Marie-Pier, Saillant, Annie, Samson, France, Bajaj, Harpreet, Bhavsar, Miken, Dhall, Parul, Dhillon, Gagandeep, Grewal, Bhupinder, Nimbkar, Taniya, Madore, Francoi, Marcotte, Guylaine, Steen, Oren, Bullen, Mathura, Raguwaran, Shayani, Valleteau, Andre, Langlois, Marie-France, Brown, Christine, Steele, Andrew, Garrity, Melissa, Ghate, Taneera, Robinson, Holly, Tolibas, Michael, Tailor, Chetna, Elliott, Lauren, McClary-Wright, Christine, Boreky, Fadia, Fikry, Sameh, Ali, Ayesha, Barot, Chintankumar, Basily, Wagdy, Saram, Thisun, Varad, Vinay, Khandwala, Hasnain, Aguilera, Alex, Alvarez, Patricia, Gill, Balwinder, Huda, Nazihah, Navivala, Aamir, Pinto, Daniel, Bevilacqua, Micheli, Fung, Elaine, Hernandez, Geraldine, Mann, Puneet, Saini, Jaskiran, Rabasa-Lhoret, Remi, Bovan, Danijela, Devaux, Marie, Barnini, Cecilia, Leoncini, Giovanna, Manco, Luca, Nobili, Giulia, Piemontese, Matteo, Aucella, Filippo, Grifa, Rachele, Totaro, Francesco, La Manna, Gaetano, Capelli, Irene, Cianciolo, Giuseppe, Lerario, Sarah, Zappulo, Fulvia, Rosati, Alberto, Fani, Filippo, Spatoliatore, Giuseppe, Gesualdo, Loreto, Pesce, Francesco, Russo, Maria, Zippo, Maria, Cafiero, Cesira, Motta, Daria, Bianco, Simona, Bilucaglia, Donatella, Messa, Piergiorgio, Pavone, Laura, Tripodi, Federica, Vettoretti, Simone, Fioretto, Paola, Carraro, Gianni, Farnia, Filippo, Postal, Anna, D'Amelio, Alessandro, Cardone, Antonio, Piccinni, Giovanni, Aloisi, Annalisa, Scolari, Francesco, Alberici, Federico, Guerini, Alice, Saccà, Chiara, Salviani, Chiara, Zani, Roberta, DE NICOLA, Luca, Garofalo, Carlo, Elena Liberti, Maria, Minutolo, Roberto, Pennino, Luigi, Polese, Lucio, Mené, Paolo, Barberi, Simona, Falcone, Clorinda, Russo, Francesco, Caroppo, Maurizio, Santorelli, Gennaro, Rivera, Rodolfo, Santoro, Domenico, Giuffrida, Alfio, Zirino, Fortunata, Calvi, Cristina, Estienne, Luca, Gambaro, Giovanni, Gangemi, Concetta, Ortalda, Vittorio, Pessolano, Giuseppina, Grandaliano, Giuseppe, Baccaro, Rocco, Ferraro, Pietro, Mangiacapra, Roberto, Melandri, Marco, Foligno, Nadia, Quartagno, Rita, Vezzoli, Giuseppe, Brioni, Elena, and Group, EMPA-KIDNEY Collaborative
- Subjects
chronic renal disease ,empagliflozin ,empa-kidney ,General Medicine - Abstract
Background The effects of empagliflozin in patients with chronic kidney disease who are at risk for disease progression are not well understood. The EMPA-KIDNEY trial was designed to assess the effects of treatment with empagliflozin in a broad range of such patients. Methods We enrolled patients with chronic kidney disease who had an estimated glomerular filtration rate (eGFR) of at least 20 but less than 45 ml per minute per 1.73 m2 of body-surface area, or who had an eGFR of at least 45 but less than 90 ml per minute per 1.73 m2 with a urinary albumin-to-creatinine ratio (with albumin measured in milligrams and creatinine measured in grams) of at least 200. Patients were randomly assigned to receive empagliflozin (10 mg once daily) or matching placebo. The primary outcome was a composite of progression of kidney disease (defined as end-stage kidney disease, a sustained decrease in eGFR to Results A total of 6609 patients underwent randomization. During a median of 2.0 years of follow-up, progression of kidney disease or death from cardiovascular causes occurred in 432 of 3304 patients (13.1%) in the empagliflozin group and in 558 of 3305 patients (16.9%) in the placebo group (hazard ratio, 0.72; 95% confidence interval [CI], 0.64 to 0.82; PConclusions Among a wide range of patients with chronic kidney disease who were at risk for disease progression, empagliflozin therapy led to a lower risk of progression of kidney disease or death from cardiovascular causes than placebo. (Funded by Boehringer Ingelheim and others; EMPA-KIDNEY ClinicalTrials.gov number, NCT03594110. opens in new tab; EudraCT number, 2017-002971-24. opens in new tab.)
- Published
- 2023
4. The Electric Ceiling: Limits and Costs of Full Electrification
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David Rapson and James Bushnell
- Published
- 2022
5. Setting with the Sun: The Impacts of Renewable Energy on Conventional Generation
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James Bushnell and Kevin Novan
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Economics and Econometrics ,Empirical work ,business.industry ,Natural resource economics ,Air pollution ,Cornerstone ,Management, Monitoring, Policy and Law ,medicine.disease_cause ,Climate policy ,Investment (macroeconomics) ,Renewable energy ,medicine ,Economics ,Electricity ,business ,Nature and Landscape Conservation - Abstract
Policies supporting investment in renewable electricity have been a cornerstone of climate policy in many parts of the world. While previous empirical work explores the economic and environ...
- Published
- 2021
6. Energy Prices and Electric Vehicle Adoption
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James Bushnell, Erich Muehlegger, and David Rapson
- Published
- 2022
7. Energy Prices and Electric Vehicle Adoption
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James Bushnell, Erich Muehlegger, and David Rapson
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History ,Polymers and Plastics ,Business and International Management ,Industrial and Manufacturing Engineering - Published
- 2022
8. The Electric Ceiling: Limits and Costs of Full Electrification
- Author
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David Rapson and James Bushnell
- Subjects
History ,Polymers and Plastics ,Business and International Management ,Industrial and Manufacturing Engineering - Published
- 2022
9. Headwinds and Tailwinds: Implications of Inefficient Retail Energy Pricing for Energy Substitution
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James Bushnell and Severin Borenstein
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Marginal cost ,business.industry ,Natural resource economics ,Natural gas ,Greenhouse gas ,Economics ,Electricity ,Natural monopoly ,Distortion (economics) ,business ,Energy source ,Fixed cost - Abstract
Electrification of transportation and buildings to reduce greenhouse gas (GHG) emissions requires massive switching from natural gas and refined petroleum products. All three end-use energy sources are mispriced due in part to the unpriced pollution they emit. Natural gas and electricity utilities also face the classic natural monopoly challenge of recovering fixed costs while maintaining efficient pricing. We study the magnitude of these distortions for electricity, natural gas, and gasoline purchased by residential customers across the continental US. We find that the net distortion in pricing electricity is much greater than for natural gas or gasoline. Residential customers in much of the country face electricity prices that are well above social marginal cost (private marginal cost plus unpriced externalities), while in some areas with large shares of coal-fired generation, prices are below SMC. Combining our estimates of marginal price and SMC for each of the fuels with a large survey of California households' energy use, we calculate the distribution of annual fuel costs for space heating, water heating, and electric vehicles under actual pricing versus setting price at SMC. We find that moving prices for all three fuels to equal their SMC would significantly increase the incentive for Californians to switch to electricity for these energy services.
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- 2021
10. Fuel Subsidy Pass-Through and Market Structure: Evidence from the Renewable Fuel Standard
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James Bushnell and Gabriel E. Lade
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Economics and Econometrics ,Natural resource economics ,business.industry ,05 social sciences ,Renewable Fuel Standard ,Subsidy ,Management, Monitoring, Policy and Law ,Renewable energy ,Market structure ,Commerce ,Biofuel ,0502 economics and business ,050202 agricultural economics & policy ,050207 economics ,business ,Nature and Landscape Conservation - Abstract
The Renewable Fuel Standard (RFS) is among the largest renewable energy mandates in the world. The policy is enforced using tradeable credits that implicitly subsidize biofuels and tax foss...
- Published
- 2019
11. Low Energy: Estimating Electric Vehicle Electricity Use
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Fiona Burlig, James Bushnell, David Rapson, and Catherine Wolfram
- Published
- 2021
12. Do Electricity Prices Affect Electric Vehicle Adoption?
- Author
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James Bushnell, Ph.D., Erich Muehlegger, Ph.D., And David Rapson, Ph.D.
- Published
- 2021
- Full Text
- View/download PDF
13. Electric Vehicles Charged Less at Home than Policymakers Assumed
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Fiona Burlig, PhD, James Bushnell, PhD, David Rapson, PhD, and And Catherine Wolfram, PhD
- Published
- 2021
- Full Text
- View/download PDF
14. Low Energy: Estimating Electric Vehicle Electricity Use
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Fiona Burlig, Catherine Wolfram, James Bushnell, and David Rapson
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business.product_category ,Electrification ,Low energy ,Electricity meter ,Download ,business.industry ,Electric vehicle ,Econometrics ,Environmental science ,Developing country ,Sample (statistics) ,Electricity ,business - Abstract
We provide the first at-scale estimate of electric vehicle (EV) home charging. Previous estimates are either based on surveys that reach conflicting conclusions, or are extrapolated from a small, unrepresentative sample of households with dedicated EV meters. We combine billions of hourly electricity meter measurements with address-level EV registration records from California households. The average EV increases overall household load by 2.9 kilowatt-hours per day, less than half the amount assumed by state regulators. Our results imply that EVs travel 5,300 miles per year, under half of the US fleet average. This raises questions about transportation electrification for climate policy. Institutional subscribers to the NBER working paper series, and residents of developing countries may download this paper without additional charge at www.nber.org.
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- 2021
15. Estimating Electric Vehicle Residential Electricity Use
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Fiona Burlig, PhD, James Bushnell, PhD, David Rapson, PhD, and And Catherine Wolfram, PhD
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- 2021
- Full Text
- View/download PDF
16. Low Energy: Estimating Electric Vehicle Electricity Use
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Catherine Wolfram, Fiona Burlig, David Rapson, and James Bushnell
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business.product_category ,Meteorology ,business.industry ,Sample (statistics) ,General Medicine ,Energy consumption ,Climate policy ,Low energy ,Electrification ,Electricity meter ,Electric vehicle ,Environmental science ,Electricity ,business - Abstract
We provide the first at-scale estimate of electric vehicle (EV) home charging. Previous estimates are either based on surveys that reach conflicting conclusions, or are extrapolated from a small, unrepresentative sample of households with dedicated EV meters. We combine billions of hourly electricity meter measurements with address-level EV registration records from California households. The average EV increases overall household load by 2.9 kilowatt-hours per day, less than half the amount assumed by state regulators. Our results imply that EVs travel 5,300 miles per year, under half of the US fleet average. This raises questions about transportation electrification for climate policy.
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- 2021
17. Effective market design for high-renewable penetration
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James Bushnell
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business.industry ,Natural resource economics ,Penetration (warfare) ,Capacity utilization ,Electricity ,business ,Energy policy ,Renewable energy - Abstract
This paper will survey the recent history of renewable electricity and its impact on power markets and energy policy, with a focus on markets in the US. The discussion will highlight the crossroad at which the industry now finds itself. The industry may be forced to embrace the market implications of a renewable-centric energy policy that, in equilibrium, would result in more volatile and ultimately higher average electricity costs. The rapid influx of renewable capacity that is being layered on top of already adequately resourced systems implies a potentially growing divide between declining wholesale energy prices, and end -use retail rates that must include the costs of the excess capacity.
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- 2020
18. Author response for 'Donor insulin use predicts beta‐cell function after islet transplantation'
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Prv Johnson, James Bushnell, D van Dellen, John Casey, Shareen Forbes, James Shaw, Angela Summers, Iestyn M. Shapey, Pratik Choudhary, Martin K. Rutter, Petros Yiannoullou, Neil A. Hanley, Miranda Rosenthal, Titus Augustine, Hussein Khambalia, and Catherine Fullwood
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Transplantation ,medicine.medical_specialty ,geography ,geography.geographical_feature_category ,Endocrinology ,business.industry ,Internal medicine ,medicine ,Beta-cell Function ,Islet ,business ,INSULIN USE - Published
- 2020
19. Uncertainty, Innovation, and Infrastructure Credits: Outlook for the Low Carbon Fuel Standard Through 2030
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James Bushnell, Daniel Mazzone
- Published
- 2020
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20. Mode Choice, Energy, Emissions and the Rebound Effect in U.S. Freight Transportation
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Jonathan E. Hughes and James Bushnell
- Subjects
Yield (finance) ,Microdata (HTML) ,Mode (statistics) ,Economics ,Fuel efficiency ,Rebound effect (conservation) ,Mode choice ,Industrial organization - Abstract
We exploit newly available microdata on goods movement in the U.S. to model shippers' freight mode choices. Because freight modes have vastly different fuel intensities, shippers' choices have large implications for fuel consumption and emissions. We find higher fuel prices yield substantial shifts from less to more fuel-efficient modes, particularly rail. We extend our model to analyze recently enacted fuel economy standards. Fuel economy standards can increase emissions and fuel consumption by shifting shipments to less fuel-efficient modes. Our results suggest mode-shifting makes up a large share of the total rebound effect in heavy-duty vehicles.
- Published
- 2020
21. (OVERLY) GREAT EXPECTATIONS
- Author
-
James Bushnell
- Subjects
Microeconomics ,Economics and Econometrics ,Natural resource economics ,020209 energy ,Accounting ,Greenhouse gas ,0202 electrical engineering, electronic engineering, information engineering ,Economics ,Revenue ,Allowance (money) ,02 engineering and technology ,Emissions trading ,Finance - Abstract
California’s cap-and-trade market for greenhouse gasses (GHG) began in 2013. An important feature of the California trading system was its allowance price-containment policies, intended to limit th...
- Published
- 2017
22. Rethinking Trade Exposure: The Incidence of Environmental Charges in the Nitrogenous Fertilizer Industry
- Author
-
Jacob Humber and James Bushnell
- Subjects
Natural gas prices ,021110 strategic, defence & security studies ,Economics and Econometrics ,business.industry ,Natural resource economics ,05 social sciences ,0211 other engineering and technologies ,Context (language use) ,02 engineering and technology ,Management, Monitoring, Policy and Law ,engineering.material ,Competition (economics) ,Product (business) ,Economy ,Greenhouse gas ,0502 economics and business ,engineering ,Economics ,Fertilizer ,Emissions trading ,050207 economics ,business ,Nature and Landscape Conservation ,Downstream (petroleum industry) - Abstract
The imposition of environmental regulations to domestic manufacturing traditionally creates concerns over the impacts of those regulations on international competition and downstream product prices. The US nitrogen fertilizer industry has been considered by conventional metrics to be one of the most vulnerable to such effects. Since 2010 the industry has undergone increased concentration of producers and a dramatic reduction in natural gas prices. Our research establishes that the pass-through of changes in prices to domestic natural gas declined from 80% prior to 2010 to effectively zero through 2014. One implication of this change in pricing dynamics is that the imposition of greenhouse gas (GHG) regulations on producers of nitrogen fertilizers would have little impact on fertilizer prices. Within the context of a GHG cap-and-trade program, the allocation of emissions allowances would likely result in a transfer to fertilizer producers on the order of hundreds of millions of dollars with no impa...
- Published
- 2017
23. Supercharged? Electricity Demand and the Electrification of Transportation in California
- Author
-
Fiona Burlig, Ph.D., James Bushnell, Ph.D., David Rapson, Ph.D., and Catherine Wolfram, Ph.D.
- Published
- 2019
- Full Text
- View/download PDF
24. Reforming the U.S. coal leasing program
- Author
-
James Bushnell, James H. Stock, Kenneth Gillingham, Alan Krupnick, Michael Greenstone, Adele C. Morris, Richard Schmalensee, Charles D. Kolstad, and Meredith Fowlie
- Subjects
Government ,Multidisciplinary ,010504 meteorology & atmospheric sciences ,business.industry ,Natural resource economics ,010501 environmental sciences ,01 natural sciences ,Competition (economics) ,Environmental impact statement ,Incentive ,Greenhouse gas ,Common value auction ,Revenue ,Coal ,Business ,0105 earth and related environmental sciences - Abstract
About 40% of all coal mined in the United States is extracted from lands owned by the federal government, under leases managed by the U.S. Department of the Interior (DOI). Burning that coal accounts for 13% of U.S. energy-related greenhouse gas (GHG) emissions ( 1 ). With the largest and lowest-cost reserves in the United States, federal coal alone—estimated at nearly 10% of the world's known reserves—has potential to contribute substantially to atmospheric CO2 concentrations ( 2 ). In response to calls for reform, DOI has issued a moratorium on new leases while it develops a Programmatic Environmental Impact Statement to guide the first major reform of the program since 1982. We review existing knowledge of key issues relevant to reform, highlighting the social costs of coal extraction, the extent of substitution away from federal coal induced by raising additional leasing revenue, the lack of competition in the leasing auctions, and the incentives inherent in the current leasing program structure. We then turn to critical areas of research that can be done in the near term and would contribute to more informed debate and policy development.
- Published
- 2016
25. Setting with the Sun: The Impacts of Renewable Energy on Wholesale Power Markets
- Author
-
Kevin Novan and James Bushnell
- Subjects
Power (social and political) ,Base load power plant ,Natural resource economics ,business.industry ,Average price ,Economics ,Production (economics) ,Electricity market ,Electricity ,Investment (macroeconomics) ,business ,Renewable energy - Abstract
Policies supporting investment in renewable electricity have been a cornerstone of climate policy in many parts of the world. While previous empirical work explores the economic and environmental impacts of renewable production, the focus has exclusively been on the short-run impacts of expanding renewable supply. In this paper, we shed light on the longer run impacts of renewable expansions. Focusing on the California electricity market, we estimate how wholesale electricity prices have responded to a dramatic increase in utility-scale solar capacity. While a substantial decline in daily average prices can be attributed to the solar capacity expansion, this average price impact masks a substantial decrease in mid-day prices combined with an increase in shoulder hour prices. These results imply that short-term power markets are responding to the renewable expansion in a fashion that could sustain more flexible conventional generation, while seriously undermining the economic viability of traditional baseload generation technologies.
- Published
- 2018
26. Do Two Electricity Pricing Wrongs Make a Right? Cost Recovery, Externalities, and Efficiency
- Author
-
James Bushnell and Severin Borenstein
- Subjects
Marginal cost ,Price elasticity of demand ,business.industry ,Electricity pricing ,Economics ,Econometrics ,Deadweight loss ,Electricity ,Fixed cost ,business ,Electricity retailing ,Externality - Abstract
Advocates of using market mechanisms for addressing greenhouse gases and other pollutants typically argue that it is a necessary step in pricing polluting goods at their social marginal cost (SMC). Retail electricity prices, however, deviate from social marginal cost for many reasons. Some cause prices to be too low—such as un-priced pollution externalities—while others cause prices to be too high—such as recovery of fixed costs. Furthermore, because electricity is not storable, marginal cost can fluctuate widely within even a day, while nearly all residential retail prices are static over weeks or months. We study the relationship between residential electricity prices and social marginal cost in the US, both on average and over time. We find that the difference between the standard residential electricity rate and the utility's average (over hours) social marginal cost exhibits large regional variation, with price well above average SMC in some areas and price well below average SMC in other areas. Furthermore, we find that for most utilities the largest source of difference between price and SMC is the failure of price to reflect variation in SMC over time. In a standard demand framework, total deadweight loss over a time period is proportional to the sum of squared differences between a constant price and SMC, which can be decomposed into the component due to price deviating from average SMC and the component due to the variation in SMC. Our estimates imply if demand elasticity were the same in response to hourly price variation as to changes in average price, then for most utilities the majority of deadweight loss would be attributable to the failure to adopt time-varying pricing. Nonetheless, in a few areas—led by California—price greatly exceeds average SMC causing the largest deadweight losses.
- Published
- 2018
27. The US Electricity Industry After 20 Years of Restructuring
- Author
-
Severin Borenstein and James Bushnell
- Subjects
Economics and Econometrics ,Restructuring ,business.industry ,Service provider ,Vertical integration ,Deregulation ,Market economy ,Economics ,Electricity market ,Electricity ,Electric power industry ,business ,Electricity retailing ,Industrial organization - Abstract
Electricity restructuring in the 1990s ended the era of vertically integrated monopolies in many states, allowing nonutility generators to sell electricity to utilities and, in fewer states, allowing retail service providers to buy electricity from generators and sell to end-use customers. We review the economic arguments for restructuring and the resulting effects in subsequent years. We argue that the greatest political motivation for restructuring was rent shifting, not efficiency improvements. Although electricity restructuring has brought efficiency improvements, it has generally been viewed as a disappointment because the price-reduction promises made by some advocates were based on politically unsustainable rent transfers. In reality, electricity rate changes since restructuring have been driven more by exogenous factors, such as generation technology advances and natural gas price fluctuations, than by restructuring. We argue that a similar dynamic underpins the current political momentum behind distributed generation, primarily rooftop solar photovoltaic systems, which remains costly from a societal viewpoint, but privately economic owing to the rent transfers it enables.
- Published
- 2015
28. Food vs. Fuel? Impacts of Petroleum Shipments on Agricultural Prices
- Author
-
Jonathan E. Hughes, Aaron Smith, and James Bushnell
- Subjects
business.industry ,Food prices ,food and beverages ,Crude oil ,Agricultural economics ,chemistry.chemical_compound ,Commerce ,chemistry ,Carry (investment) ,Agriculture ,Food vs. fuel ,Economics ,Market price ,Petroleum ,Economic impact analysis ,business ,health care economics and organizations - Abstract
Grain shippers and political figures in North Dakota and nearby states have voiced concern that the dramatic increases in shipments of crude oil by rail have caused service delays and higher costs. We investigate the potential impact of crude shipments on grain markets accounting for harvest effects and other potential sources of rail congestion. Increased crude oil shipments are associated with substantially larger spreads between wheat prices at regional elevators and in Minneapolis, the market hub. The effect on corn and soybean spreads are an order of magnitude smaller. Increased oil traffic is associated with small increases in rail rates but large increases in rail car auction prices. We document increases in wheat carry (storage) costs and decreases in shipment quantities. Surprisingly, little of the spread increase is due to lower prices paid to farmers, suggesting consumers rather than producers paid the cost of increased rail congestion.
- Published
- 2017
29. Downstream regulation of CO2 emissions in California's electricity sector
- Author
-
James Bushnell, Matthew Zaragoza-Watkins, and Yihsu Chen
- Subjects
General Energy ,Economy ,Natural resource economics ,business.industry ,Economics ,Electricity market ,Electricity ,Emissions trading ,Management, Monitoring, Policy and Law ,Electricity retailing ,business ,Climate policy ,Downstream (petroleum industry) - Abstract
This paper examines the implications of alternative forms of cap-and-trade regulations on the California electricity market. Specific focus is given to the implementation of a downstream form of regulation known as the first-deliverer policy. Under this policy, importers (i.e., first-deliverers) of electricity into California are responsible for the emissions associated with the power plants from which the power originated, even if those plants are physically located outside of California. We find that, absent strict non-economic barriers to changing import patterns, such policies are extremely vulnerable to reshuffling of import resources. The net impact implies that the first-deliverer policies will be only marginally more effective than a conventional source-based regulation.
- Published
- 2014
30. Electricity transmission cost allocation and network efficiency: Implications for Mexico's liberalized power market
- Author
-
James Bushnell, Alejandro Ibarra-Yunez, and Nicholas Pappas
- Subjects
Cost allocation ,Sociology and Political Science ,business.industry ,020209 energy ,02 engineering and technology ,010501 environmental sciences ,Management, Monitoring, Policy and Law ,Development ,Investment (macroeconomics) ,01 natural sciences ,Incentive ,Electric power transmission ,Transmission (telecommunications) ,0202 electrical engineering, electronic engineering, information engineering ,Electricity market ,Power market ,Business ,Electricity ,Business and International Management ,Industrial organization ,0105 earth and related environmental sciences - Abstract
In liberalized electricity markets, the coordination and funding of transmission infrastructure are ongoing challenges. The challenge is to establish transmission tariffs that provide signals for efficient usage of the existing network and demand for new network capacity. Mexico's liberalized electricity market exemplifies the changing responsibilities in transmission planning. Through the adoption of locational marginal pricing, the Mexican market is well positioned to capture congestion costs and motivate efficient behavior. We highlight some of the potential problems that Mexico's currently planned approach and transmission tariffs could raise for generation location incentives. A long-term transmission plan can facilitate network optimization, with generation following the lead of transmission investment instead of the other way around.
- Published
- 2019
31. Profiting from Regulation: Evidence from the European Carbon Market
- Author
-
Erin T. Mansur, Howard Chong, and James Bushnell
- Subjects
Macroeconomics ,Carbon offset ,Event study ,Monetary economics ,jel:G12 ,Product price ,jel:L94 ,jel:G14 ,jel:Q54 ,Carbon market ,jel:Q53 ,Economics ,Capital asset pricing model ,jel:Q58 ,Statistical analysis ,Emissions trading ,General Economics, Econometrics and Finance ,Stock (geology) - Abstract
We investigate how cap-and-trade regulation affects profits. In late April 2006, the EU CO2 allowance price dropped 50 percent, equating to a €28 billion reduction in the value of aggregate annual allowances. We examine daily returns for 552 stocks from the EUROSTOXX index. Despite reductions in environmental costs, we find that stock prices fell for firms in both carbon- and electricity-intensive industries, particularly for firms selling primarily within the EU. Our results imply that investors focus on product price impacts, rather than just compliance costs and the nominal value of pollution permits. (JEL G12, G14, L94, Q53, Q54, Q58)
- Published
- 2013
32. Nation-wide transmission overlay design and benefits assessment for the U.S
- Author
-
James Bushnell, Santiago Lemos, James D. McCalley, and Venkat Krishnan
- Subjects
Transport engineering ,Engineering ,Investment planning ,General Energy ,Software ,business.industry ,Overlay ,Management, Monitoring, Policy and Law ,Dialog box ,business ,Telecommunications ,Grid ,Renewable energy - Abstract
A U.S. nation-wide transmission overlay is a high capacity, multi-regional transmission grid, potentially spanning all three interconnections, designed as a single integrated system to provide economic and environmental benefits to the nation. The objective of this paper is to identify benefits to building a national transmission overlay and to lay out essential elements to facilitate continued dialog on this topic. A preliminary study performed on a national scale using a long term investment planning software illustrated that a national transmission overlay, under a high renewable penetration scenario, could result in cost-reduction of between one quarter trillion and one-half trillion dollars over a 40-year period, while promising to increase infrastructure resilience and flexibility.
- Published
- 2013
33. Chapter 4. Economic Considerations: Cost-Effective and Efficient Climate Policies
- Author
-
Maximilian Auffhammer, Junjie Zhang, Olivier Deschenes, C.-Y. Lin Lawell, and James Bushnell
- Subjects
lcsh:GE1-350 ,Carbon tax ,Low-carbon fuel standard ,Cost effectiveness ,Natural resource economics ,05 social sciences ,Global warming ,Renewable Fuel Standard ,Clean Power Plan ,lcsh:Social Sciences ,lcsh:H ,Climate change mitigation ,lcsh:Biology (General) ,0502 economics and business ,Economics ,General Materials Science ,050202 agricultural economics & policy ,Emissions trading ,050207 economics ,lcsh:QH301-705.5 ,lcsh:Environmental sciences - Abstract
In this chapter we discuss the economics of climate change. We begin with a discussion of economic considerations that are important to take into account when designing and evaluating climate policy, including cost effectiveness and efficiency. We then discuss specific policies at the state, national, and international level in light of these economic considerations. We have several recommendations for the path forward for climate policy. First, the goal of climate policy should be to reduce the damages caused by greenhouse gases. In addition to mitigation policy to reduce greenhouse gas concentrations in the atmosphere, one can also reduce the damages causes by greenhouse gases by adaptation measures that reduce our vulnerability to climate change impacts. Second, policy-makers should use incentive- (or market-) based instruments as opposed to command and control policies (including quantity-based mandates) whenever possible. Whenever unpriced emissions are the sole market failure, incentive-based instruments such as a carbon tax or cap and trade program are more likely to achieve the social optimum and maximize social net benefits [12]. Lin and Prince [3] calculate that the optimal gasoline tax for the state of California is $1.37 per gallon. Our third recommendation is to address the risk of emissions leakage, which arises when only one jurisdiction (e.g., California) imposes climate policy, but not the entire world. One way to reduce emissions leakage is to use the strategic distribution of emissions allowances to local producers. This method, known as “output-based allocation” or benchmarking, effectively subsidizes local producers and at least partially offsets the increase in their costs caused by an emissions cap [4]. Importantly, only local production is eligible for an allocation of valuable allowances, providing a counterweight to the incentive for emission leakage. Our fourth recommendation is that if they are used instead of incentive-based instruments, quantity-based mandates such as the federal Renewable Fuel Standard, California’s Low Carbon Fuel Standard, renewable portfolio standards, and the Clean Power Plan should be combined with a cost containment mechanism. The findings of Lade, Lin Lawell and Smith [5] suggest that pure quantity-based mechanisms leave policies susceptible to large increases in compliance costs, particularly in the presence of capacity or production constraints that are inherent in energy markets. Given the experiences with the federal RFS2 in 2013, anticipating and designing climate policies in a way that can contain compliance costs is imperative. Our fifth recommendation is that for international leverage, we should develop a climate club backed by border tax adjustments to non-participants. University of California at Berkeley Professor Larry S. Karp has been proposing an agreement between the top 10 emitters as an alternative to the UN framework [6]. Without international leverage or cooperation, unilateral climate policies, such as California’s AB 32 or the American Clean Energy and Security Act, are not only unlikely to fully combat climate change, but can also have other detrimental effects such as the reduction of economic competitiveness and the possible displacement of jobs from the U.S. to countries without carbon pricing [7]. Our final, and main, recommendation is that, as University of California at Berkeley Professor Severin Borenstein points out, California should focus on solving the problem of global climate change. The primary goal of California climate policy should be to invent and develop the technologies that can replace fossil fuels, allowing the poorer nations of the world – where most of the world’s population lives – to achieve low-carbon economic growth [8].
- Published
- 2016
34. Enforcement of vintage differentiated regulations: The case of new source review
- Author
-
Catherine Wolfram and James Bushnell
- Subjects
Pollution ,Economics and Econometrics ,Natural resource economics ,business.industry ,media_common.quotation_subject ,Management, Monitoring, Policy and Law ,Capital expenditure ,Operations management ,Business ,Clean Air Act ,Electric power ,Electricity ,New Source Review ,Enforcement ,Productivity ,media_common - Abstract
This paper analyzes the eects of the New Source Review (NSR) environmental regulations on coal-red electric power plants. Regulations that grew out of the Clean Air Act of 1970 required new electric generating plants to install costly pollution control equipment but exempted existing plants with a grandfathering clause. Existing plants lost their grandfathering status if they made \major modications" to their plants. We examine whether this caused rms to invest less in their old plants, possibly leading to lower eciency and higher emissions. We nd some evidence that the risk of NSR enforcement reduced capital expenditures at plants. However, we nd no discernable eect
- Published
- 2012
35. Vertical Targeting and Leakage in Carbon Policy
- Author
-
Erin T. Mansur and James Bushnell
- Subjects
Economics and Econometrics ,Public economics ,Jurisdiction ,business.industry ,Natural resource economics ,Legislation ,Greenhouse gas ,Economics ,Environmental regulation ,Coal ,Electricity ,Leakage (economics) ,business ,Natural disaster - Abstract
In this paper, we examine the intersection between two important aspects of climate policy design. The first is the point of regulation. Should it be placed on pollution sources, carbon-rich inputs, or consumers? This issue of upstream versus downstream regulation is one that we will refer to as vertical targeting. The second aspect concerns the external effects of a local climate policy. Leakage occurs when par tial regulation results in an increase in emissions in unregulated parts of the economy. This paper examines how regulators’ choice of upstream versus downstream environmental regulation affects emissions in other countries with lax environmental regulation. These two elements of climate policy are closely related. In many contexts, the selection of the point of regulation in the vertical chain is influenced, if not driven by, concerns over extrajurisdictional impacts. Given the global nature of the pollutant, regulators in any specific jurisdiction need to be mindful of how local limits will effect global emissions. Regions imposing greenhouse gas restrictions may consume more than they produce of carbon-intensive goods, such as gasoline or cement. In such cases, regulations imposed on consumers can “reach” upstream to producers located outside the regulated areas. For example, by raising the cost of consuming carbon-intensive electricity in California, regulators in that state hope to reduce the combustion of coal in other regions of the western United States. It is important to recognize that vertical tar geting is but one mechanism through which regulators can combat leakage. Much academic research and legislation has focused on the legal and economic merits of “border adjustments,” such as import tariffs based on carbon content
- Published
- 2011
36. When It Comes to Demand Response, Is FERC Its Own Worst Enemy?
- Author
-
James Bushnell, Frank A. Wolak, and Benjamin F. Hobbs
- Subjects
Consumption (economics) ,Product (business) ,Demand management ,Demand response ,Management of Technology and Innovation ,Demand patterns ,Economics ,Adverse selection ,Electricity market ,Business and International Management ,Environmental economics ,Energy policy ,Energy (miscellaneous) - Abstract
The traditional approach to demand response of paying for a customer’s electricity consumption reductions relative to an administratively set baseline is currently being advocated by the Federal Energy Regulatory Commission (FERC) as a way to foster the participation of final consumers in formal wholesale markets. Although these efforts may lead to greater participation of final consumers in traditional demand response programs, they are likely to work against the ultimate goal of increasing the benefits that electricity consumers realize from formal wholesale electricity markets, because traditional demand response programs are likely to provide a less reliable product than generation resources. The moral hazard and adverse selection problems that reduce the reliability of the product provided by traditional demand response resources can be addressed by treating consumers and producers of electricity symmetrically in the wholesale market. Several suggestions are made for how this would be accomplished in both the energy and ancillary services markets. A specific application of this general approach to the California wholesale electricity market is also provided.
- Published
- 2009
37. INEFFICIENCIES AND MARKET POWER IN FINANCIAL ARBITRAGE: A STUDY OF CALIFORNIA'S ELECTRICITY MARKETS*
- Author
-
James Bushnell, Christopher R. Knittel, Catherine Wolfram, and Severin Borenstein
- Subjects
Factor market ,Economics and Econometrics ,Restructuring ,Market microstructure ,Monetary economics ,General Business, Management and Accounting ,Microeconomics ,Incentive ,Accounting ,Electricity market ,Market power ,Business ,Arbitrage ,Electric power industry - Abstract
In the three years following the restructuring of the California electricity industry, 1998 to 2000, power trading occurred in both a day-ahead market and a real-time market. Despite the fact that the power traded in these two major markets was for delivery at the same times and locations, prices differed significantly in many months. We consider several explanations for persistent price differences between the markets. We conclude that uncertainty about regulatory penalties for trading in the real-time market caused most firms to eschew arbitrage between the two markets. The few firms that did carry out this (risky) arbitrage did not find it profit-maximizing to eliminate the price differences. Due to California’s electricity restructuring plan, the investor-owned utilities, which were the primary buyers of electricity, had little incentive to respond to the price differences. In the summer of 2000, however, when prices in both markets skyrocketed, we argue that the utilities’ incentives changed in a way that was consistent with one utility’s subsequent attempts to move demand between markets to minimize their purchase costs.
- Published
- 2008
38. Local Solutions to Global Problems: Climate Change Policies and Regulatory Jurisdiction
- Author
-
Carla Peterman, Catherine Wolfram, and James Bushnell
- Subjects
Pollutant ,Economics and Econometrics ,Jurisdiction ,Natural resource economics ,business.industry ,Greenhouse gas ,Environmental resource management ,Damages ,Economics ,Climate change ,Management, Monitoring, Policy and Law ,business - Abstract
This article considers the efficacy of various types of environmental regulations when they are applied locally to pollutants, such as greenhouse gases, whose damages extend beyond the juri...
- Published
- 2008
39. Vertical Arrangements, Market Structure, and Competition: An Analysis of Restructured US Electricity Markets
- Author
-
James Bushnell, Erin T. Mansur, and Celeste Saravia
- Subjects
Economics and Econometrics ,business.industry ,Vertical integration ,jel:L94 ,Oligopoly ,Competition (economics) ,jel:L11 ,Market structure ,Incentive ,jel:L13 ,Economics ,Horizontal market ,Electricity ,business ,Activity-based costing ,Industrial organization - Abstract
This paper examines vertical arrangements in electricity markets. Vertically integrated wholesalers, or those with long-term contracts, have less incentive to raise wholesale prices when retail prices are determined beforehand. For three restructured markets, we simulate prices that define bounds on static oligopoly equilibria. Our findings suggest that vertical arrangements dramatically affect estimated market outcomes. Had regulators impeded vertical arrangements (as in California), our simulations imply vastly higher prices than observed and production inefficiencies costing over 45 percent of those production costs with vertical arrangements. We conclude that horizontal market structure accurately predicts market performance only when accounting for vertical structure. (JEL L11, L13, L94)
- Published
- 2008
40. The design of California's cap-and-trade and its impact on electricity markets
- Author
-
James Bushnell
- Subjects
Atmospheric Science ,Global and Planetary Change ,Public economics ,Natural resource economics ,business.industry ,Environmental Science (miscellaneous) ,Management, Monitoring, Policy and Law ,Greenhouse gas ,Economics ,Electricity market ,Emissions trading ,Electricity ,Electric power industry ,business ,Electricity retailing - Abstract
California is considering the adoption of a cap-and-trade regulatory mechanism for regulating the greenhouse gas emissions from electricity and perhaps other industries. Two options have been widely discussed for implementing cap-and-trade in the electricity industry. The first is to regulate the emissions from electricity at the load-serving entity (LSE) level. The second option for implementation of cap-and-trade has been called the ‘first-seller’ approach. Conceptually, under first-seller, individual sources (i.e. power plants) within California would be responsible for their emissions, as with traditional cap-and-trade systems. Emissions from imports would be assigned to the ‘importing firm’. An option that has not been as widely discussed is to implement a pure source-based system within California, effectively excluding imports from the cap-and-trade system altogether. This article examines these three approaches to implementing cap-and-trade for California's electricity sector. The article discusse...
- Published
- 2008
41. Strategic Policy Choice in State-Level Regulation: The EPA's Clean Power Plan
- Author
-
James Bushnell, Stephen Holland, Jonathan Hughes, and Christopher Knittel
- Subjects
0502 economics and business ,05 social sciences ,050202 agricultural economics & policy ,050207 economics - Published
- 2015
42. The U.S. Electricity Industry After 20 Years of Restructuring
- Author
-
Severin Borenstein and James Bushnell
- Subjects
020209 energy ,0502 economics and business ,05 social sciences ,0202 electrical engineering, electronic engineering, information engineering ,02 engineering and technology ,050207 economics - Published
- 2015
43. The U.S. Electricity Industry After 20 Years of Restructuring
- Author
-
Severin Borenstein and James Bushnell
- Subjects
jel:L97 ,jel:L51 ,jel:L94 - Abstract
Prior to the 1990s, most electricity customers in the U.S. were served by regulated, vertically-integrated, monopoly utilities that handled electricity generation, transmission, local distribution and billing/collections. Regulators set retail electricity prices to allow the utility to recover its prudently incurred costs, a process known as cost-of-service regulation. During the 1990s, this model was disrupted in many states by "electricity restructuring," a term used to describe legal changes that allowed both non-utility generators to sell electricity to utilities — displacing the utility generation function — and/or "retail service providers" to buy electricity from generators and sell to end-use customers — displacing the utility procurement and billing functions. We review the original economic arguments for electricity restructuring, the potential winners and losers from these changes, and what has actually happened in the subsequent years. We argue that the greatest political motivation for restructuring was rent shifting, not efficiency improvements, and that this explanation is supported by observed waxing and waning of political enthusiasm for electricity reform. While electricity restructuring has brought significant efficiency improvements in generation, it has generally been viewed as a disappointment because the price-reduction promises made by some advocates were based on politically-unsustainable rent transfers. In reality, the electricity rate changes since restructuring have been driven more by exogenous factors — such as generation technology advances and natural gas price fluctuations — than by the effects of restructuring. We argue that a similar dynamic underpins the current political momentum behind distributed generation (primarily rooftop solar PV) which remains costly from a societal viewpoint, but privately economic due to the rent transfers it enables.
- Published
- 2015
44. Expecting the Unexpected: Emissions Uncertainty and Environmental Market Design
- Author
-
Severin Borenstein, James Bushnell, Frank Wolak, and Matthew Zaragoza-Watkins
- Subjects
020209 energy ,0502 economics and business ,05 social sciences ,0202 electrical engineering, electronic engineering, information engineering ,050202 agricultural economics & policy ,02 engineering and technology - Published
- 2015
45. Expecting the Unexpected: Emissions Uncertainty and Environmental Market Design
- Author
-
Matthew Zaragoza-Watkins, James Bushnell, Frank A. Wolak, and Severin Borenstein
- Subjects
Factor market ,Economics and Econometrics ,Labour economics ,Market rate ,010504 meteorology & atmospheric sciences ,Ex-ante ,Natural resource economics ,Price mechanism ,0211 other engineering and technologies ,02 engineering and technology ,7. Clean energy ,01 natural sciences ,jel:Q5 ,Market depth ,Price floor ,13. Climate action ,Greenhouse gas ,jel:Q54 ,Economics ,Market price ,jel:Q52 ,021108 energy ,0105 earth and related environmental sciences - Abstract
We study potential equilibria in California's 2013-2020 cap-and-trade market for greenhouse gasses (GHGs) based on information available before the market started. We find large ex ante uncertainty in business-as-usual emissions, and in the abatement that might result from non-market policies, compared to the market-based variation than could plausibly result from changes in allowance prices within a politically acceptable price range. This implies that the market price is very likely to be determined by an administrative price floor or ceiling. Comparable analysis seems likely to reach similar conclusions in most cap-and-trade markets for GHGs, consistent with outcomes to date in such markets.
- Published
- 2015
46. State and Regional Comprehensive Carbon Pricing and Greenhouse Gas Regulation in the Power Sector Under EPA's Clean Power Plan: Workshop Summary
- Author
-
James Bushnell, Clayton Munnings, and Dallas Burtraw
- Subjects
Engineering ,business.industry ,media_common.quotation_subject ,Clean Power Plan ,Power sector ,Environmental economics ,Clean Air Act, Clean Power Plan, carbon pricing, cap and trade, regulation, emissions rates ,Regional policy ,State (polity) ,Economy ,Pacific Coast States ,Greenhouse gas ,jel:Q48 ,jel:Q58 ,Clean Air Act ,Emissions trading ,business ,jel:Q28 ,media_common - Abstract
The Clean Power Plan (CPP) is the centerpiece of the US efforts to reduce carbon emissions, introducing regulation of greenhouse gas emissions from existing power plants for the first time on a national basis. These regulations may interact with existing initiatives, for example, in California, where the state has a comprehensive economy-wide cap with emissions allowance trading in place. In addition, three Pacific coast states and British Columbia have supported the idea of comprehensive pricing. This paper provides a summary of a workshop that examined the interaction of these policy approaches. A main observation in the workshop was that the forthcoming CPP will likely facilitate and complicate the prospect of comprehensive carbon pricing. Multistate coordination in complying with the CPP could be key to making simultaneous progress on both the national and regional policy efforts and could provide a pathway from regulation to carbon pricing.
- Published
- 2015
47. CONSUMPTION UNDER NOISY PRICE SIGNALS: A STUDY OF ELECTRICITY RETAIL RATE DEREGULATION IN SAN DIEGO*
- Author
-
Erin T. Mansur and James Bushnell
- Subjects
Consumption (economics) ,Economics and Econometrics ,Current price ,business.industry ,Monetary economics ,General Business, Management and Accounting ,Microeconomics ,Deregulation ,Accounting ,Economics ,Electricity ,Lagging ,business ,health care economics and organizations - Abstract
Utility services employ nonlinear tariffs that attempt to convey information on cost convexities. This paper examines how customers respond to noisy and volatile tariffs by measuring deregulated retail rates' impact on electricity consumption in San Diego. When rates doubled in 2000, consumers appear to have reacted more to recent past bills than to current price information. By summer's end, we find consumption fell 6% while lagging price increases. Even months after the utility restored low historic rates customers continued curtailing demand. We conclude that rate structures relying upon lagged wholesale price averages produce delayed responses to scarcities or high costs.
- Published
- 2005
48. An Empirical Analysis of the Potential for Market Power in California’s Electricity Industry
- Author
-
Severin Borenstein and James Bushnell
- Subjects
Price elasticity of demand ,Economics and Econometrics ,Cournot competition ,Historical cost ,General Business, Management and Accounting ,Deregulation ,Hydroelectricity ,Accounting ,Economics ,Electricity market ,Market power ,Electric power industry ,health care economics and organizations ,Industrial organization - Abstract
Using historical cost data, we simulate the California electricity market after deregulation as a static Cournot market with a competitive fringe. Our model indicates that, under the pre-deregulation structure of generation ownership, there is potential for significant market power in high demand hours, particularly in the fall and early winter months when hydroelectric output is at its lowest level relative to demand. The results also show that two of the most important factors in determining the extent and severity of market power are the level of available hydroelectric production and the elasticity of demand.
- Published
- 2003
49. A Mixed Complementarity Model of Hydrothermal Electricity Competition in the Western United States
- Author
-
James Bushnell
- Subjects
business.industry ,Management Science and Operations Research ,Hydrothermal scheduling ,Cournot competition ,Complementarity (physics) ,Computer Science Applications ,Oligopoly ,Microeconomics ,Hydroelectricity ,Economics ,Electricity market ,Perfect competition ,Electricity ,business ,Industrial organization - Abstract
This paper presents a modeling framework for analyzing competition between multiple firms that each possess a mixture of hydroelectric and thermal generation resources. Based upon the concept of a Cournot oligopoly with a competitive fringe, the model characterizes the Cournot equilibrium conditions of a multiperiod hydrothermal scheduling problem. Using data from the western United States electricity market, this framework is implemented as a mixed linear complementarity model. The results show that some firms may find it profitable to allocate considerably more hydro production to off-peak periods then they would under perfect competition. This strategy is a marked contrast to the optimal hydroschedules that would arise if no firms were acting strategically. These results highlight the need to explicitly consider profit-maximizing behavior when examining the impact of regulatory and environmental policies on electricity market outcomes.
- Published
- 2003
50. Measuring Market Inefficiencies in California's Restructured Wholesale Electricity Market
- Author
-
Severin Borenstein, Frank A. Wolak, and James Bushnell
- Subjects
Macroeconomics ,Economics and Econometrics ,business.industry ,media_common.quotation_subject ,Economic rent ,Payment ,Variable cost ,Agricultural economics ,Economics ,Production (economics) ,Electricity market ,Market power ,Electricity ,business ,Electricity retailing ,media_common - Abstract
We present a method for decomposing wholesale electricity payments into production costs, inframarginal competitive rents, and payments resulting from the exercise of market power. The method also parses actual variable costs into the minimum variable costs necessary to meet demand and increased production costs caused by market power and other market inefficiencies. Using data from June 1998 to October 2000 in California, we find significant departures from competitive pricing, particularly during the high-demand summer months. Electricity expenditures in the state's restructured wholesale market rose from $2.04 billion in summer 1999 to $8.98 billion in summer 2000. We find that 21% of this increase was due to increased production costs, 20% was due to increased competitive rents, and the remaining 59% was attributable to increased market power.
- Published
- 2002
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