Use of failure-to-rescue to identify international variation in postoperative care in low-, middle- and high-income countries: a 7-day cohort study of elective surgery

T. Ahmad, R. A. Bouwman, I. Grigoras, C. Aldecoa, C. Hofer, A. Hoeft, P. Holt, L. A. Fleisher, W. Buhre, R. M. Pearse, Marissa Ferguson, Michael MacMahon, Mark Shulman, Ritchie Cherian, Helen Currow, Kathirgamanathan Kanathiban, David Gillespie, Edward Pathmanathan, Katherine Phillips, Jenifer ReynoldsJoanne Rowley, Jeanene Douglas, Ross Kerridge, Sameer Garg, Michael Bennett, Megha Jain, David Alcock, Nico Terblanche, Rochelle Cotter, Kate Leslie, Marcelle Stewart, Nicolette Zingerle, Antony Clyde, Oliver Hambidge, Adam Rehak, Sharon Cotterell, Wilson Binh Quan Huynh, Timothy McCulloch, Erez Ben-Menachem, Thomas Egan, Jennifer Cope, Richard Halliwell, Paul Fellinger, Markus Haisjackl, Simone Haselberger, Caroline Holaubek, Paul Lichtenegger, Florian Scherz, Werner Schmid, Franz Hoffer, Veronika Cakova, Andreas Eichwalder, Norbert Fischbach, Reinhold Klug, Elisabeth Schneider, Martin Vesely, Reinhart Wickenhauser, Karl Gernot Grubmueller, Marion Leitgeb, Friedrich Lang, Nancy Toro, Marlene Bauer, Friedrich Laengle, Claudia Haberl, Thomas Mayrhofer, Christoph Trybus, Christian Buerkle, Karin Forstner, Reinhard Germann, Harald Rinoesl, Elke Schindler, Ernst Trampitsch, Gerhard Bogner, Daniel Dankl, Martin Duenser, Gerhard Fritsch, Ilse Gradwohl-Matis, Andreas Hartmann, Thomas Hoelzenbein, Tarkan Jaeger, Franz Landauer, Gregor Lindl, Michael Lux, Johannes Steindl, Ottokar Stundner, Christian Szabo, Jawad Bidgoli, Hans Verdoodt, Patrice Forget, David Kahn, Fernande Lois, Mona Momeni, Caroline Pregardien, Audrey Pospiech, Arnaud Steyaert, Laurent Veevaete, Dirk De Kegel, Karen De Jongh, Luc Foubert, Carine Smitz, Marcel Vercauteren, Jan Poelaert, Veerle Van Mossevelde, Jacques Abeloos, Stefaan Bouchez, Marc Coppens, Luc De Baerdemaeker, Isabel Deblaere, Ann De Bruyne, Stefan De Hert, Kristine Fonck, Bjorn Heyse, Tom Jacobs, Koen Lapage, Anneliese Moerman, Martine Neckebroek, Aliaksandra Parashchanka, Nathalie Roels, Nancy Van Den Eynde, Michael Vandenheuvel, Jurgen Van Limmen, Ann Vanluchene, Caroline Vanpeteghem, Patrick Wouters, Piet Wyffels, Christel Huygens, Punitha Vandenbempt, Marc Van de Velde, Dimitri Dylst, Bruno Janssen, Evelien Schreurs, Fabia Berganton Aleixo, Keulle Candido, Hugo Dias Batista, Mario Guimaraes, Jaqueline Guizeline, Joao Hoffmann, Suzana Lobo, Francisco Ricardo Marques Lobo, Vinicius Nascimento, Katia Nishiyama, Lucas Pazetto, Daniela Souza, Rodrigo Souza Rodrigues, Ana Maria Vilela dos Santos, Jaquelline Jardim, Luiz Marcelo Sa Malbouisson, Joao Silva, Paulo do Nascimento Junior, Thalissa Herminia Baio, Gabriel Isaac Pereira de Castro, Henri Roger Watanabe Oliveira, Cristina Prata Amendola, Gutemberg Cardoso, Daniela Ortega, Ana Flavia Brotto, Mirella Cristine De Oliveira, Alvaro Rea-Neto, Fernando Dias, Maria Eduarda Travi, Luiza Zerman, Pedro Azambuja, Marcos Freitas Knibel, Antonio Martins, William Almeida, Calim Neder Neto, Maria Angela Tardelli, Eliana Caser, Marcio Machado, Crisitiano Aguzzoli, Sergio Baldisserotto, Fernanda Beck Tabajara, Fernanda Bettega, La Hore Correa Rodrigues Junior, Julia de Gasperi, Lais Faina, Marcos Farias Nolasco, Bruna Ferreira da Costa Fischer, Mariana Fosch de Campos Ferreira, Cristina Hartmann, Marta Kliemann, Gustavo Luis Hubert Ribeiro, Julia Merladete Fraga, Thiago Motta Netto, Laura Valduga Pozza, Paulo Rafael Wendling, Caroline Azevedo, Juliana Garcia, Marcel Lopes, Bernardo Maia, Paula Maselli, Ralph Melo, Weslley Mendes, Matheus Neves, Jacqueline Ney, Claudio Piras, Christopher Applewhaite, Adrienne Carr, Lorraine Chow, Kaylene Duttchen, Julena Foglia, Michael Greene, Ashley Hinther, Kendra Houston, Thomas Jared McCormick, Jennifer Mikhayel, Sam Montasser, Alex Ragan, Andrew Suen, Adrianna Woolsey, Hai Chuan Yu, Duane Funk, Stephen Kowalski, Regina Legaspi, Heather McDonald, Faisal Siddiqui, Jeremy Pridham, Bernadette Rowe, Sonia Sampson, Barton Thiessen, Geoff Zbitnew, Andre Bernard, Ronald George, Philip Jones, Rita Moor, Naveed Siddiqui, Alexandra Wolfer, Diem Tran, Denyse Winch, Gary Dobson, Thomas McCormick, Osama Montasser, Richard Hall, Leyla Baghirzada, Gerard Curley, Si Yuan Dai, Gregory Hare, Esther Lee, Uma Shastri, Albert Tsui, Anmol Yagnik, Danielle Alvares, Stephen Choi, Heather Dwyer, Kathrina Flores, Colin McCartney, Priya Somascanthan, Scott Beattie, Jo Carroll, Janneth Pazmino-Canizares, Duminda Wijeysundera, Noam Ami, Vincent Chan, Anahi Perlas, Ruth Argue, Yang Huang, Katie Lavis, Kelly Mayson, Ying Cao, Hong Gao, Tingju Hu, Jie Lv, Jian Yang, Yang Yang, Yi Zhong, Jing Zhou, Xiaohua Zou, Miao He, Xiaoying Li, Dihuan Luo, Haiying Wang, Tian Yu, Liyong Chen, Lijun Wang, Yunfei Cai, Zhongming Cao, Yanling Li, Jiaxin Lian, Haiyun Sun, Sheng Wang, Zhipeng Wang, Kenru Wang, Yi Zhu, Xindan Du, Hao Fan, Yunbin Fu, Lixia Huang, Yanming Huang, Haifang Hwan, Hong Luo, Pi-Sheng Qu, Fan Tao, Zhen Wang, Guoxiang Wang, Shun Wang, Yan Zhang, Xiaolin Zhang, Chao Chen, Weixing Wang, Zhengyuan Liu, Lihua Fan, Jing Tang, Yijun Chen, Yongjie Chen, Yangyang Han, Changshun Huang, Guojin Liang, Jing Shen, Jun Wang, Qiuhong Yang, Jungang Zhen, Haidong Zhou, Junping Chen, Zhang Chen, Xiaoyu Li, Bo Meng, Haiwang Ye, Xiaoyan Zhang, Yanbing Bi, Jianqiao Cao, Fengying Guo, Hong Lin, Yang Liu, Meng Lv, Pengcai Shi, Xiumei Song, Chuanyu Sun, Yongtao Sun, Yuelan Wang, Shenhui Wang, Min Zhang, Rong Chen, Jiabao Hou, Yan Leng, Qing-tao Meng, Li Qian, Zi-ying Shen, Zhong-yuan Xia, Rui Xue, Yuan Zhang, Bo Zhao, Xian-jin Zhou, Qiang Chen, Huinan Guo, Yongqing Guo, Yuehong Qi, Zhi Wang, Jianfeng Wei, Weiwei Zhang, Lina Zheng, Qi Bao, Yaqiu Chen, Yijiao Chen, Yue Fei, Nianqiang Hu, Xuming Hu, Min Lei, Xiaoqin Li, Xiaocui Lv, Jie Lv, Fangfang Miao, Lingling Ouyang, Lu Qian, Conyu Shen, Yu Sun, Yuting Wang, Dong Wang, Chao Wu, Liyuan Xu, Jiaqi Yuan, Lina Zhang, Huan Zhang, Yapping Zhang, Jinning Zhao, Chong Zhao, Lei Zhao, Tianzhao Zheng, Dachun Zhou, Haiyan Zhou, Ce Zhou, Kaizhi Lu, Ting Zhao, Changlin He, Hong Chen, Shasha Chen, Baoli Cheng, Jie He, Lin Jin, Caixia Li, Hui Li, Yuanming Pan, Yugang Shi, Xiao Hong Wen, Shuijing Wu, Guohao Xie, Kai Zhang, Bing Zhao, Xianfu Lu, Feifei Chen, Qisheng Liang, Xuewu Lin, Yunzhi Ling, Gang Liu, Jing Tao, Lu Yang, Jialong Zhou, Fumei Chen, Zhonggui Cheng, Hanying Dai, Yunlin Feng, Benchao Hou, Haixia Gong, Chun Hua Hu, Haijin Huang, Jian Huang, Zhangjie Jiang, Mengyuan Li, Jiamei Lin, Mei Liu, Weicheng Liu, Zhen Liu, Zhiyi Liu, Foquan Luo, Longxian Ma, Jia Min, Xiaoyun Shi, Zhiping Song, Xianwen Wan, Yingfen Xiong, Lin Xu, Shuangjia Yang, Qin Zhang, Hongyan Zhang, Huaigen Zhang, Xuekang Zhang, Lili Zhao, Weihong Zhao, Weilu Zhao, Xiaoping Zhu, Yun Bai, Linbi Chen, Sijia Chen, Qinxue Dai, Wujun Geng, Kunyuan Han, Xin He, Luping Huang, Binbin Ji, Danyun Jia, Shenhui Jin, Qianjun Li, Dongdong Liang, Shan Luo, Lulu Lwang, Yunchang Mo, Yuanyuan Pan, Xinyu Qi, Meizi Qian, Jinling Qin, Yelong Ren, Yiyi Shi, Junlu Wang, Junkai Wang, Leilei Wang, Junjie Xie, Yixiu Yan, Yurui Yao, Mingxiao Zhang, Jiashi Zhao, Xiuxiu Zhuang, Yanqiu Ai, Fang Du, Long He, Ledan Huang, Zhisong Li, Huijuan Li, Yetong Li, Liwei Li, Su Meng, Yazhuo Yuan, Enman Zhang, Jie Zhang, Shuna Zhao, Zhenrong Ji, Ling Pei, Li Wang, Chen Chen, Beibei Dong, Jing Li, Ziqiang Miao, Hongying Mu, Chao Qin, Lin Su, Zhiting Wen, Keliang Xie, Yonghao Yu, Fang Yuan, Xianwen Hu, Ye Zhang, Wangpin Xiao, Zhipeng Zhu, Qingqing Dai, Kaiwen Fu, Rong Hu, Xiaolan Hu, Song Huang, Yaqi Li, Yingping Liang, Shuchun Yu, Zheng Guo, Yan Jing, Na Tang, Jie Wu, Dajiang Yuan, Ruilin Zhang, Xiaoying Zhao, Yuhong Li, Hui-Ping Bai, Chun-Xiao Liu, Fei-Fei Liu, Wei Ren, Xiu-Li Wang, Guan-Jie Xu, Na Hu, Bo Li, Yangwen Ou, Yongzhong Tang, Shanglong Yao, Shihai Zhang, Cui-Cui Kong, Bei Liu, Tianlong Wang, Wei Xiao, Bo Lu, Yanfei Xia, Jiali Zhou, Fang Cai, Pushan Chen, Shuangfei Hu, Hongfa Wang, Jie Wu, Qiong Xu, Liu Hu, Liang Jing, Jing Li, Bin Li, Qiang Liu, Yuejiang Liu, Xinjian Lu, Zhen Dan Peng, Xiaodong Qiu, Quan Ren, Youliang Tong, Zhen Wang, Jin Wang, Yazhou Wen, Qiong Wu, Jiangyan Xia, Jue Xie, Xiapei Xiong, Shixia Xu, Tianqin Yang, Hui Ye, Ning Yin, Jing Yuan, Qiuting Zeng, Baoling Zhang, Kang Zheng, Jing Cang, Shiyu Chen, Fang Du, Yu Fan, Shuying Fu, Xiaodong Ge, Baolei Guo, Wenhui Huang, Linghui Jiang, Xinmei Jiang, Lin Jin, Yi Liu, Yan Pan, Yun Ren, Qi Shan, Jiaxing Wang, Fei Wang, Chi Wu, Xiaoguang Zhang, Ida Cecilie Christiansen, Simon Norgaard Granum, Bodil Steen Rasmussen, Morten Daugaard, Rajiv Gambhir, Birgitte Brandsborg, Guony Erla Steingrimsdottir, Peter Jensen-Gadegaard, Karsten Skovgaard Olsen, Hanna Siegel, Katrine Zwicky Eskildsen, Mona Ring Gatke, Ida Wibrandt, Simon Bisgaard Heintzelmann, Kai Henrik Wiborg Lange, Rune Sarauw Lundsgaard, Louise Amstrup-Hansen, Claus Hovendal, Michael Larsen, Mette Lenstrup, Tina Kobborg, Jens Rolighed Larsen, Anette Barbre Pedersen, Soren Hubertz Smith, Rebecca Monett Oestervig, Lars Rasmussen, Arash Afshari, Cheme Andersen, Kim Ekelund, Erik Lilja Secher, Helene Beloeil, Sigismond Lasocki, Aurelien Venara, Matthieu Biais, Alexandre Ouattara, Marlene Sineus, Serge Molliex, Marie Lim Legouge, Florent Wallet, Antoine Tesniere, Christophe Gaudin, Paul Lehur, Emma Forsans, Stephane de Rudnicki, Valerie Serra Maudet, Didier Mutter, Ghassan Sojod, Mehdi Ouaissi, Jean-Marc Regimbeau, Emmanuel Futier, Jacques Desbordes, Nicolas Comptaer, Diae el Manser, Sabine Ethgen, Gilles Lebuffe, Patrick Auer, Christine Haertl, Maria Deja, Kirill Legashov, Susanne Sonnemann, Carola Wiegand-Loehnert, Elke Falk, Marit Habicher, Stefan Angermair, Beatrix Laetsch, Katrin Schmidt, Christian Von Heymann, Axel Ramminger, Florian Jelschen, Svenja Pabel, Andreas Weyland, Elke Czeslick, Jochen Gille, Michael Malcharek, Armin Sablotzki, Katharina Lueke, Peter Wetzel, Joerg Weimann, Franz-Peter Lenhart, Florian Reichle, Frederike Schirmer, Michael Hueppe, Karl Klotz, Carla Nau, Julika Schoen, Thomas Mencke, Christina Wasmund, Carla Bankewitz, Georg Baumgarten, Andreas Fleischer, Vera Guttenthaler, Yvonne Hack, Andreas Hoeft, Katharina Kirchgaessner, Olja Maenner, Marlen Schurig-Urbaniak, Rafael Struck, Rebekka van Zyl, Maria Wittmann, Ulrich Goebel, Sarah Harris, Siegfried Veit, Evangelia Andreadaki, Flora Souri, Ioannis Katsiadramis, Anthi Skoufi, Maria Vasileiou, Eleni Aimoniotou-Georgiou, Anastasios Katsourakis, Fotini Veroniki, Glyceria Vlachogianni, Konstantina Petra, Dimitra Chlorou, Eirini Oloktsidou, Vasileios Ourailoglou, Konstantinos Papapostolou, Georgia Tsaousi, Panagoula Daikou, Georgia Dedemadi, Ioannis Kalaitzopoulos, Christos Loumpias, Sotirios Bristogiannis, Nikolaos Dafnios, Georgios Gkiokas, Elissaios Kontis, Dimitra Kozompoli, Aspasia Papailia, Theodosios Theodosopoulos, Christol Bizios, Anastasia Koutsikou, Aleaxandra Moustaka, Ioannis Plaitakis, Apostolos Armaganidis, Theodora Christodoulopoulou, Mihail Lignos, Maria Theodorakopoulou, Andreas Asimakos, Eleni Ischaki, Angeliki Tsagkaraki, Spyros Zakynthinos, Eleni Antoniadou, Ioannis Koutelidakis, Dimitrios Lathyris, Irene Pozidou, Nikolaos Voloudakis, Maria Dalamagka, Gkonezou Elena, Christos Chronis, Dimitra Manolakaki, Dimitris Mosxogiannidis, Tatiana Slepova, Isaia-sissy Tsakiridou, Claire Lampiri, Anastasia Vachlioti, Christos Panagiotakis, Dimitrios Sfyras, Fotios Tsimpoukas, Athanasia Tsirogianni, Elena Axioti, Andreas Filippopoulos, Elli Kalliafa, George Kassavetis, Petros Katralis, Ioannis Komnos, Georgios Pilichos, Ifigenia Ravani, Antonis Totis, Eymorfia Apagaki, Andromachi Efthymiadi, Nikolaos Kampagiannis, Theoniki Paraforou, Agoritsa Tsioka, Georgios Georgiou, Aristeidis Vakalos, Aggeliki Bairaktari, Efthimios Charitos, George Markou, Panagiota Niforopoulou, Nikolaos Papakonstantinou, Evdoxia Tsigou, Archontoula Xifara, Menelaos Zoulamoglou, Panagiota Gkioni, Stylianos Karatzas, Aikaterini Kyparissi, Efstratios Mainas, Ioannis Papapanagiotou, Theonymfi Papavasilopoulou, George Fragandreas, Eleni Georgopoulou, Eleni Katsika, Kyriakos Psarras, Eirini Synekidou, Maria Verroiotou, Evangelia Vetsiou, Donika Zaimi, Athina Anagnou, Konstantinos Apostolou, Theodora Melissopoulou, Theophilos Rozenberg, Christos Tsigris, Georgios Boutsikos, Vasileios Kalles, Nikolaos Kotsalas, Christina Lavdaiou, Fotini Paikou, Georgia-Laura Panagou, Anna Spring, Kostoula Arvaniti, Ioannis Botis, Maria Drimala, Georgios Georgakakis, Ellada Kiourtzieva, Panagiota Ntouma, Apostolos Prionas, Kyriakos Xouplidis, Eleftheria Dalampini, Chrysavgi Giannaki, Christina Iasonidou, Orestis Ioannidis, Athina Lavrentieva, Athena Lavrentieva, George Papageorgiou, Maria Kokkinoy, Maria Stafylaraki, Stylianos Gaitanakis, Periclis Karydakis, Josef Paltoglou, Panagiotis Ponireas, Panagiotis Chaloulis, Athanasios Provatidis, Anisoglou Sousana, Varvara Vanessa Gardikou, Maria Konstantivelli, Olga Lataniotou, Elisavet Lisari, Maria Margaroni, Konstantinos Stamatiou, Edouardos Nikolaidis, Ioannis Pnevmatikos, Eleni Sertaridou, Alexandros Andreou, Eleni Arkalaki, Elias Athanasakis, Fotini Chaniotaki, Chatzimichali Aikaterini Chatzimichali, Maria Christofaki, Despina Dermitzaki, Klara Fiorentza, Georgios Frantzeskos, Elisavet Geromarkaki, Kalliopi Kafkalaki, Marina Kalogridaki, Konstyllia Karydi, Sofia Kokkini, Georgios Kougentakis, Tatiana Lefaki, Emmanouhl Lilitsis, Aikaterini Makatounaki, Polychronis Malliotakis, Dimosthenis Michelakis, Maria Neonaki, Vasileia Nyktari, Iliana Palikyra, Eleftherios Papadakis, Alexandra Papaioannou, Konstantinos Sfakianakis, Maria Sgouraki, Xenia Souvatzis, Anastasia Spartinou, Nefeli Stefanidou, Paulina Syrogianni, Georgia Tsagkaraki, Elena Arnaoutoglou, Christina Arnaoutoglou, Christina Bali, Vasilios Bouris, Rodamanthos Doumos, Konstantia-Paraskevi Gkini, Clio Kapaktsi, Vasilios Koulouras, Arian Lena, Dimitra Lepida, Evangelos Michos, Dimitrios Papadopoulos, Minas Paschopoulos, Vaia Aliki Rompou, Ioanna Siouti, Stavros Tsampalas, Ourania Ververidou, Georgios Zilis, Alexandra Charlalampidoy, Gregory Christodoulidis, Andreas Flossos, Konstantinos Stamoulis, Matthew Chan, Man Shing Caleb Tsang, Man Shing Tsang, Man Ling Lai, Chi Pang Yip, Hey Man Heymans Chan, Bassanio Law, Wing Sze Li, Hiu Man Chu, Emily Gar Yee Koo, Chi Cheong Joe Lam, Ka Ho Cheng, Tracy Lam, Susanna Chu, Wing yan Lam, Kin Wai Kevin Wong, Dilys Kwok, Ching Yue Janice Hung, Wai Kit Jacky Chan, Wing Lam Wong, Chun Kwong Eric Chung, Shu Kai Ma, Shuchi Kaushik, Bhagyesh Shah, Dhiren Shah, Sanjay Shah, Praburaj Ar, Radhakrishnan Muthuchellappan, Vandana Agarwal, Jigeeshu Divatia, Atul Kulkarni, Sanghamitra Mishra, Ganesh Nimje, Swati Pande, Sukhada Savarkar, Aditi Shrivastava, Martin Thomas, Shashikant Yegnaram, Rahmat Hidayatullah, Susilo Chandra, Aida Tantri, Nasman Puar, Sumara Niman, Imai Indra, Zulkarnain Hamzah, Annika Yuliana, Ucu Nurhadiat Abidin, Ade Nurkacan Dursin, Andri Kurnia, Ade Susanti, Dini Handayani, Mahaalit Aribawa Alit, Aryabiantara Arya, Tjokorda Gde Agung Senapathi, Utara Hartawan Utara, Widnyana Made Wid, Semarawima Wima, Wiryana Made Wir, Brillyan Jehosua, Jonathan Kaunang, Eka Yudha Lantang, Rini Najoan, Neil Waworuntu, Hadi Awad, Akram Fuad, Emad Geddoa, Burair Geddoa, Abdel Razzaq Khalaf, Sabah Al hussaini, Safauldeensalem Albaj, Maithem Kenber, Alessandra Bettinelli, Savino Spadaro, Carlo Alberto Volta, Luigi Giancarlo, Vicari Sottosanti, Elisa Copetti, Giorgio Della Rocca, Lorenzo Spagnesi, Ilaria Toretti, Chiara Alloj, Silvano Cardellino, Livio Carmino, Eleonora Costanzo, Lucia Caterina Fanfani, Maria Teresa Novelli, Agostino Roasio, Mattia Bellandi, Luigi Beretta, Elena Bignami, Speranza Bocchino, Luca Cabrini, Daniele Corti, Giovanni Landoni, Roberta Meroni, Elena Moizo, Giacomo Monti, Margherita Pintaudi, Valentina Paola Plumari, Daiana Taddeo, Valentina Testa, Dario Winterton, Alberto Zangrillo, Luigi Maria Cloro, Chiara Colangelo, Antonio Colangelo, Giuseppe Rotunno, Miguel Angel Paludi, Cloro Paolo Maria, Antonio Pata, Vieri Parrini, Alessandro Gatta, Mauro Nastasi, Carla Tinti, Antonio Baroselli, Mario Arrigo, Angelo Benevento, Corrado Bottini, Maurizio Cannavo, Christian Gastaldi, Alessandro Marchesi, Angelantonio Pascazio, Francesco Pata, Emilio Pozzi, Alberto Premoli, Gaetano Tessera, Luca Boschi, Rocco D'Andrea, Federico Ghignone, Gilberto Poggioli, Andrea Sibilio, Mario Taffurelli, Giampaolo Ugolini, Mohd Azuan Ab Majid, Rusnah Ab Rahman, James Joseph, Furquan Pathan, Mohammad Hafizshah Sybil Shah, Huey Ling Yap, Seleen Cheah, Im Im Chin, Ji Keon Looi, Siew Ching Tan, Sheshendrasurian Visvalingam, Fan Yin Kwok, Chew Kiok Lee, Tse Siang Tan, Sze Meng Wong, Noor Hairiza Abdullah, Chiat Fong Liew, Lovenia Luxuman, Nor Hafizah Mohd Zin, Muhamad Faiz Norddin, Raja Liza Raja Alias, Juan Yong Wong, Johnny Yong, Mohd Tarmimi Bin Mustapha, Weng Ken Chan, Norizawati Dzulkipli, Pei Xuan Kuan, Yew Ching Lee, Anita Alias, Eng Ching Guok, Chiun Chen Jee, Brian Rhadamantyne Ramon, Cheng Weng Wong, Fara Nur Idayu Abd Ghafar, Faizal Zuhri Aziz, Nabilah Hussain, Hooi Sean Lee, Ismawaty Sukawi, Yuan Liang Woon, Husni Zaeem Abd Hadi, Ummi Azmira Ahmad Azam, Abdul Hafiz Alias, Saiful Aizar Kesut, Jun May Lee, Dar Vin Ooi, Hetty Ayuni Sulaiman, Tengku Alini Tengku Lih, Marzida Mansor, Jeyaganesh Veerakumaran, Pastor Luna, Eder Rojas, Gerardo Esteban Alvarez Resendiz, Darcy Danitza Mari Zapata, Julio Cesar Jesus Aguilar Lopez, Armando Adolfo Alvarez Flores, Juan Carlos Bravo Amador, Erendira Jocelin Dominguez Avila, Laura Patricia Gonzalez Aquino, Ricardo Lopez Rodriguez, Mariana Torres Landa, Emma Urias, Markus Hollmann, Abraham Hulst, Osne Kirzner Benedikt Preckel, Ankie Koopman-van Gemert, Arthur Bouwman, Marc Buise, Noortje Tolenaar, Eric Weber, Jennifer de Fretes, Peter Houweling, Patricia Ormskerk, Jasper Van Bommel, Wolfgang Buhre, Marcus Lance, Valerie Smit-Fun, Tom van Zundert, Peter Baas, Hans Donald de Boer, Joost Sprakel, Renske Elferink-Vonk, Peter Noordzij, Laura van Zeggeren, Bastiaan Brand, Rob Spanjersberg, Janneke ten Bokkel-Andela, Sandra Numan, Wilton van Klei, Bas van Zaane, Christa Boer, Yoni van Duivenvoorde, Jens Peter Hering, Sylvia van Rossum, Harry Zonneveldt, Doug Campbell, Siobhan Hoare, Sahayam Santa, Marlynn Ali, Sara Jane Allen, Vanessa Beavis, Rachel Bell, Douglas Campbell, Hyun-min David Choi, Matthew Drake, Helen Farrell, Katia Hayes, Kushlin Higgie, Kerry Holmes, Nicole Jenkins, Chang Joon Kim, Steven Kim, Kiew Chai Law, Davina McAllister, Karen Park, Karen Pedersen, Leesa Pfeifer, Anna Pozaroszczyk, Timothy Salmond, Martin Steynor, Michael Tan, Tim Short, Ellen Waymouth, Ahmad Sufian Ab Rahman, John Armstrong, Rosie Dudson, Nia Jenkins, Jayashree Nilakant, Seigne Richard, Pardeep Virdi, Liane Dixon, Roana Donohue, Mehreen Farrow, Ross Kennedy, Henderson Marissa, Margie McKellow, Delany Nicola, Rebecca Pascoe, Stephen John Roberts, George Rowell, Matthew Sumner, Paul Templer, Shardha Chandrasekharan, Graham Fulton, Ib Jammer, Richard More, Leona Wilson, Yuan Hsuan Chang, Julia Foley, Carolyn Fowler, Jonathan Panckhurst, Rachel Sara, Francois Stapelberg, Veronica Cherrett, Donna Louise Ganter, Lloyd McCann, Fiona Gilmour, Rachelle Lumsden, Mark Moores, Sue Olliff, Elitza Sardareva, Joyce Tai, Matthew Wikner, Christopher Wong, Mark Chaddock, Carolyn Czepanski, Patrick McKendry, Daniel Polakovic, Daniel Polakovich, Axe Robert, Margarita Tormo Belda, Tracy Norton, Fadhel Alherz, Lisa Barneto, Alberto Ramirez, Ahmed Sayeed, Nicola Smith, Cambell Bennett, Shane McQuoid, Tracy-Lee Jansen, Zin Nico, John Scott, David Freschini, Angela Freschini, Brian Hopkins, Lara Manson, Deon Stoltz, Alexander Bates, Simon Davis, Victoria Freeman, Lynette McGaughran, Maya Williams, Swarna Baskar Sharma, Tom Burrows, Kelly Byrne, Duane English, Robert Johnson, Brendon Manikkam, Shaun Naidoo, Margot Rumball, Nicola Whittle, Romilla Franks, Hannah Gibson-Lapsley, Ryan Salter, Dean Walsh, Richard Cooper, Katherine Perry, Amos Obobolo, Umar Musa Sule, Abdurrahman Ahmad, Mamuda Atiku, Alhassan Datti Mohammed, Adamu Muhammad Sarki, Oyebola Adekola, Olanrewaju Akanmu, Adekunle Durodola, Olusegun Olukoju, Victor Raji, Tokunbo Olajumokex, Emmanuel Oyebamiji, Anthony Adenekan, Adedapo Adetoye, Folayemi Faponle, Simeon Olateju, Afolabi Owojuyigbe, Ademola Talabi, Odewabi Adenike, Badru Adewale, Nwokoro Collins, Emmanuel Ezekiel, Oluwabunmi Motunrayo Fatungase, Anuforo Grace, Sotannde Sola, Ogunmuyiwa Stella, Adeyinka Ademola, Augustine A. Adeolu, Tinuola Adigun, Mukaila Akinwale, Oluyemi Fasina, Olalere Gbolahan, Olusola Idowu, Rotimi Peter Olonisakin, Babatunde Babasola Osinaike, Felicia Asudo, Danladi Mshelia, Lukman Abdur-Rahman, Olayide Agodirin, Jibril Bello, Benjamin Bolaji, Olanrewaju Olubukola Oyedepo, Humphrey Ezike, Ikechukwu Iloabachie, Ikemefuna Okonkwo, Elias Onuora, Tonia Onyeka, Innocent Ugwu, Friday Umeh, Olubusola Alagbe-Briggs, Amabra Dodiyi-Manuel, Richard Echem, Bright Obasuyi, Bisola Onajin-Obembe, Maria Expedito Bandeira, Alda Martins, Miguel Tome, Ana Cristina Miranda Martins Costa, Andriy Krystopchuk, Teresa Branco, Simao Esteves, Marco Antonio Melo, Julia Monte, Fernando Rua, Isabel Martins, Vitor Miguel Pinho-Oliveira, Carla Maria Rodrigues, Raquel Cabral, Sofia Marques, Sara Rego, Joana Sofia Teixeira Jesus, Maria Conceicao Marques, Cristina Romao, Sandra Dias, Ana Margarida Santos, Maria Joao Alves, Cristina Salta, Salome Cruz, Celia Duarte, Antonio Armando Furtado Paiva, Tiago do Nascimento Cabral, Dionisio Faria e Maia, Rui Freitas Mendonca Correia da Silva, Anuschka Langner, Hernani Oliveira Resendes, Maria da Conceicao Soares, Alexandra Abrunhosa, Filomena Faria, Lina Miranda, Helena Pereira, Sofia Serra, Daniela Ionescu, Simona Margarit, Calin Mitre, Horatiu Vasian, Gratiela Manga, Andreea Stefan, Dana Tomescu, Daniela Filipescu, Marilena-Alina Paunescu, Mihai Stefan, Radu Stoica, Laura Gavril, Emilia Patrascanu, Irina Ristescu, Daniel Rusu, Ciresica Diaconescu, Gabriel Florin Iosep, Dorin Pulbere, Irina Ursu, Andreea Balanescu, Ioana Grintescu, Liliana Mirea, Irina Rentea, Mihaela Vartic, Mary-Nicoleta Lupu, Dorin Stanescu, Lavinea Streanga, Oana Antal, Natalia Hagau, Dumitru Patras, Cristina Petrisor, Flaviu Tosa, Sebastian Tranca, Sanda Maria Copotoiu, Liviu Lucian Ungureanu, Cristian Remus Harsan, Marius Papurica, Daniela Denisa Cernea, Nicoleta Alice Dragoescu, Laura Aflori, Carmen Vaida, Oana Roxana Ciobotaru, Mariana Aignatoaie, Cristina Paula Carp, Isabelle Cobzaru, Oana Mardare, Bianca Purcarin, Valentin Tutunaru, Victor Ionita, Mirela Arustei, Anisoara Codita, Mihai Busuioc, Ion Chilinciuc, Cristina Ciobanu, Ioana Belciu, Eugen Tincu, Mihaela Blaj, Ramona-Mihaela Grosu, Gigel Sandu, Dana Bruma, Dan Corneci, Madalina Dutu, Adriana Krepil, Elena Copaciu, Clementina Oana Dumitrascu, Ramona Jemna, Florentina Mihaescu, Raluca Petre, Cristina Tudor, Elena Ursache, Alexander Kulikov, Andrey Lubnin, Evgeny Grigoryev, Stanislav Pugachev, Denis Protsenko, Alexander Tolmasov, Ayyaz Hussain, Yana Ilyina, Mikhail Kirov, Anna Roshchina, Aleksandr Iurin, Hussain Ayyaz, Elena Chazova, Artem Dunay, Alexey Karelov, Irina Khvedelidze, Olga Voldaeva, Vladislav Belskiy, Parvin Dzhamullaev, Elena Grishkowez, Vladimir Kretov, Valeriy Levin, Aleksandr Molkov, Sergey Puzanov, Aleksandr Samoilenko, Aleksandr Tchekulaev, Valentina Tulupova, Ivan Utkin, Nikki Leigh Allorto, David Gray Bishop, Pierre Monji Builu, Carel Cairns, Ashish Dasrath, Jacques de Wet, Marielle den Hoedt, Ben Grey, Morgan Philip Hayes, Belinda Senta Kusel, Nomcebo Shangase, Robert Wise, Sharon Cacala, Zane Farina, Vishendran Govindasamy, Carl-Heinz Kruse, Carolyn Lee, Leonard Marais, Thinagrin Dhasarthun Naidoo, Chantal Rajah, Reitze Nils Rodseth, Lisa Ryan, Richard von Rhaden, Suwayba Adam, Christella Alphonsus, Yusuf Ameer, Frank Anderson, Sujith Basanth, Sudha Bechan, Chettan Bhula, Bruce M. Biccard, Thuli Biyase, Ines Buccimazza, Jorge Cardosa, James Chen, Bhavika Daya, Leanne Drummond, Ali Elabib, Ehab Helmy Abdel Goad, Ismail E. Goga, Riaz Goga, R. Harrichandparsad, Richard E. Hodgson, J. Jordaan, Nicky Kalafatis, Christian Kampik, A. T. Landers, Emil Loots, Rajhmum Madansein, Anil Madaree, Thandinkosi E. Madiba, Vukani T. Manzini, Mbali Mbuyisa, Rajan Moodley, Mduduzi Msomi, Innocent Mukama, Desigan Naidoo, Rubeshan Naidoo, Tesuven K. Naidu, Sindiswa Ntloko, Eneshia Padayachee, Lucelle Padayachee, Martijn Phaff, Bala Pillay, Desigan Pillay, Lutchmee Pillay, Anupa Ramnarain, Suren R. Ramphal, Paul Ryan, Ahmed Saloojee, Motshedisi Sebitloane, Noluyolo Sigcu, Jenna L. Taylor, Alexandra Torborg, Linda Visser, Philip Anderson, Alae Conradie, Mathew de Swardt, Martin de Villiers, Johan Eikman, Riaan Liebenberg, Johan Mouton, Abbey Paton, Louwrence van der Merwe, Candice Wilscott-Davids, Wendy Joan Barrett, Marlet Bester, Johan de Beer, Jacques Geldenhuys, Hanni Gouws, Jan-Hendrik Potgieter, Magdel Strydom, Edwin Wilberforce Turton, Rubendraj R. Chetty, Subash Chirkut, Larissa Cronje, Kim de Vasconcellos, Nokukhanya Z. Dube, N. Sibusiso Gama, Garyth M. Green, Randolph Green-Thompson, Suman Mewa Kinoo, Prenolin Kistnasami, Kapil Maharaj, Manogaran S. Moodley, Sibongile J. Mothae, Ruvashni Naidoo, M. Aslam F. Noorbhai, Vivesh Rughubar, Jenendhiran Reddy, Avesh Singh, David L. Skinner, Murray J. Smith, Bhagwan Singh, Ravi Misra, Maheshwar Naidoo, Pireshin Ramdharee, Yvonne Selibea, Selina Sewpersad, Shailendra Sham, Joseph D. Wessels, Cucu Africander, Tarek Bejia, Stephen P. Blakemore, Marisa Botes, Bimalshakth Bunwarie, Carlos B. Hernandez, Mohammud A. Jeeraz, Dagmara A. Legutko, Acela G. Lopez, Jenine N. De Meyer, Tanaka Muzenda, Noel Naidoo, Maryam Patel, Rao Pentela, Marina Junge, Naj Mansoor, Lana Rademan, Pawel Scislowski, Ismail Seedat, Bianca van den Berg, Doreen van der Merwe, Steyn van Wyk, Komalan Govender, Darshan Naicker, Rajesh Ramjee, Mueen Saley, Warren Paul Kuhn, Roel Matos-Puig, Zaheer Moolla, Alberto Lisi, Gisela Perez, Anna Valle Beltran, Angels Lozano, Carlos Delgado Navarro, Alejandro Duca, Ernesto Pastor Martinez Ernesto, Carlos Ferrando, Isabel Fuentes, Maria Luisa Garcia-Perez, Estefania Gracia, Ana Izquierdo Palomares, Antonio Katime, Amanda Minana, Raul Raul Incertis, Esther Romero, Carolina Soledad Romero Garcia, Concepcion Rubio, Tania Socorro Artiles, Marina Soro, Paola Valls, Gisela Alaman Laguarda, Pau Benavent, Vicente Chisbert Cuenca, Andreu Cueva, Matilde Lafuente, Asuncion Marques Parra, Alejandra Romero Rodrigo, Silvia Sanchez-Morcillo, Sergi Tormo, Francisco Javier Redondo, Jose Antonio De Andres Ibanez, Lorena Gomez Diago, Maria Jose Hernandez Cadiz, Granell Gil Manuel, Raquel Peris, Cristina Saiz, Jose Tatay Vivo, Maria Teresa Tebar Soto, Tamara Brunete, David Cancho, David R. Delgado Garcia, Diana Zamudio, Santiago Garcia Del Valle, M. Luz Serrano, Eduardo Alonso, Victor Anillo, Emilio Maseda, Patricia Salgado, Luis Suarez, Alejandro Suarez-de-la-Rica, Maria Jose Villagran, Cesar Aldecoa, Jose Ignacio Alonso, Estefania Cabezuelo, Irene Garcia-Saiz, Olga Lopez del Moral, Silvia Martin, Alba Perez Gonzalez, M. Sherezade Tovar Doncel, Martin Aguero Vera, Francisco Jose Avila Sanchez, Beatriz Castano, Beatriz Castano Moreira, Sahely Flores Risco, Daniel Paz Martin, Fernando Perez Martin, Paloma Poza, Adela Ruiz, Wilson Fabio Serna Martinez, Barbara Vazquez Vicente, Saul Velaz Dominguez, Salvador Fernandez, Alfonso Munoz-Lopez, Maria Jose Bernat, Arantxa Mas, Kenneth Planas, Monir Jawad, Yousif Saeed, Annika Hedin, Helena Levander, Michelle Chew, Sandra Holmstrom, David Lonn, Frank Zoerner, Irene Akring, Carl Widmark, Jan Zettergren, Victor Aspelund Liljequist, Lena Nystrom, Suzanne Odeberg-Wernerman, Anders Oldner, Malin Jonsson Fagerlund, Patrik Reje, Sara Lyckner, Jesper Sperber, Anne Adolfsson, Bengt Klarin, Katrin Ogren, Jean-Pierre Barras, Thomas Buhrer, Vasileios Despotidis, Naeder Helmy, Stephan Holliger, Dimitri Aristotle Raptis, Roger Schmid, Antoine Meyer, Yves Jaquet, Ulf Kessler, Mirza Muradbegovic, Solange R. Nahum, Teresa Rotunno, Boris Schiltz, Francois Voruz, Marc Worreth, Dimitri Christoforidis, Sotirios Georgios Popeskou, Markus Furrer, Gian Andrea Prevost, Andrea Stocker, Klaus Lang, Stefan Breitenstein, Michael T. Ganter, Martin Geisen, Christopher Soll, Michelle Korkmaz, Iris Lubach, Michael Schmitz, Moritz Meyer zu Schwabedissen, Meyer zu Schwabedissen Moritz, Urs Zingg, Thomas Hillermann, Stefan Wildi, Christoph Hofer, Bernardo Bollen Pinto, Bernhard Walder, Martin Hubner, Giustina Mariotti, Ksenija Slankamenac, Mirioce Namuyuga, Edward Kyomugisha, Olivia Kituuka, Anne Wesonga Shikanda, Nasser Kakembo, Charles Otim Tom, Webombesa Antonina, Emmanuel Bua, James Ditai, Eden Michael Ssettabi, Joseph Epodoi, Fiona Kabagenyi, Fred Kirya, Ged Dempsey, Colette Seasman, Raja Basit Nawaz Khan, Claire Kurasz, Mark Macgregor, Burhan Shawki, Daren Francis, Vimal Hariharan, Simon Chau, Kate Ellis, Georgina Butt, Dennis-Wayne Chicken, Natasha Christmas, Samantha Allen, Gayatri Daniel Daniel, Angie Dempster, Juliette Kemp, Lewis Matthews, Philip Mcglone, Joanne Tambellini, Dawn Trodd, Katie Freitas, Atul Garg, Janesh Kumar Gupta, Shilpaja Karpate, Aditi Kulkarni, Chloe O'Hara, Jtroko Troko, Kirsty Angus, Jacqueline Bradley, Emma Brennan, Carolyn Brooks, Janette Brown, Gemma Brown, Amanda Finch, Karen Gratrix, Sue Hesketh, Gillian Hill, Carol Jeffs, Maureen Morgan, Chris Pemberton, Nicola Slawson, Helen Spickett, Gemma Swarbrick, Megan Thomas, Greta Van Duyvenvoorde, Andrew Brennan, Richard Briscoe, Sarah Cooper, Tom Lawton, Martin Northey, Rashmi Senaratne, Helen Stanworth, Lorna Burrows, Helen Cain, Rachael Craven, Keith Davies, Attila Jonas, Marcin Pachucki, Graham Walkden, Helen Davies, Mariethel Gudaca, Maria Hobrok, Dilshan Arawwawala, Lauren Fergey, Matthew Gardiner, Jacqueline Gunn, Lyndsay Johnson, Amanda Lofting, Amanda Lyle, Fiona Mc Neela, Susan Smolen, Joanne Topliffe, Sarah Williams, Martin Bland, Packianathaswamy Balaji, Vikas Kaura, Prasad Lanka, Charde Naylor, Neil Smith, Ahmed Ahmed, John Myatt, Ravikiran Shenoy, Wai Cheong Soon, Jessica Tan, Sunny Karadia, James Self, Emma Durant, Shiva Tripathi, Clare Bullock, Debbie Campbell, Alison Ghosh, Thomas Hughes, Lajos Zsisku, Sheshagiri Bengeri, Amanda Cowton, Mohammed Shazad Khalid, James Limb, Colin McAdam, Mandy Porritt, M. Amir Rafi, Priya Shekar, David Adams, Catherine Harden, Heidi Hollands, Angela King, Linda March, Gary Minto, Abigail Patrick, Rosalyn Squire, Darren Waugh, Paramesh Kumara, Karen Simeson, Jamie Yarwood, Julie Browning, Jonathan Hatton, Howes Julian, Atideb Mitra, Maria Newton, Pawan Kootelu Pernu, Alison Wilson, Thelma Commey, Helen Foot, Lyn Glover, Ajay Gupta, Nicola Lancaster, Jill Levin, Felicity Mackenzie, Claire Mestanza, Emma Nofal, Lauren Pout, Rosanna Varden, Jonathan Wild, Stephanie Jones, Sarah Moreton, Mark Pulletz, Charlotte Davies, Matthew Martin, Sian Thomas, Karen Burns, Carol McArthur, Panna Patel, Gary Lau, Natalie Rich, Fiona Davis, Rachel Lyons, Beth Port, Rachel Prout, Christopher Smith, Yemi Adelaja, Victoria Bennett, Heena Bidd, Alexandra Dumitrescu, Jacqui Fox Murphy, Abigail Keen, Nhlanhla Mguni, Cheng Ong, George Adams, Piers Boshier, Richard Brown, Izabella Butryn, Jayanta Chatterjee, Alexander Freethy, Geoffrey Lockwood, Maria Tsakok, Sophia Tsiligiannis, William Peat, Lorraine Stephenson, Mike Bradburn, Sara Pick, Pedro Cunha, Olufemi Olagbaiye, Salim Tayeh, Balaji Packianathaswamy, Caroline Abernethy, Madhu Balasubramaniam, Rachael Bennett, David Bolton, Victoria Martinson, Stephanie Bell, Blaylock Heather, Vlad Kushakovsky, Liam Alcock, Hazel Alexander, Colette Anderson, Paul Baker, Morag Brookes, Louise Cawthorn, Emanuel Cirstea, Rachel Clarkson, Kerry Colling, Ian Coulter, Suparna Das, Kathryn Haigh, Alhafidz Hamdan, Keith Hugill, Lucksy Kottam, Emily Lisseter, Matthew Mawdsley, Julie McGivern, Krishnaveni Padala, Victoria Phelps, Vineshykaa Ramesh kumar, Kirsten Stewart, Kayley Towse, Julie Tregonning, Ali Vahedi, Alycon Walker, Duncan Baines, Anjali Bilolikar, Shiv Chande, Edward Copley, Nigel Dunk, Raghavendra Kulkarni, Pawan Kumar, Yavor Metodiev, Dumisani Ncomanzi, Bhavesh Raithatha, Parizade Raymode, Jan Szafranski, Linda Twohey, Philip Watt, Lucie Weatherall, J. Weatherill, Zoe Whitman, Elinor Wighton, Chamika Abayasinghe, Alexander Chan, Sharif Darwish, James Gill, Emma Glasgow, Daniel Hadfield, Clair Harris, Phil Hopkins, Arun Kochhar, Gudrun Kunst, Clare Mellis, Andrew Pool, Paul Riozzi, Andrew Selman, Emma-Jane Smith, Liana Vele, Yuksel Gercek, Kramer Guy, Douglas Holden, Nicholas Watson, Karen Whysall, Prematie Andreou, Dawn Hales, Jonathan Thompson, Sarah Bowrey, Shara McDonald, Jemma Gilmore, Vicky Hills, Chan Kelly, Sinead Kelly, Geraint Lloyd, Tom Abbott, Lewis Gall, Hew Torrance, Mark Vivian, Emer Berntsen, Tracey Nolan, Angus Turner, Akbar Vohra, Andrew Brown, Richard Clark, Elaine Coughlan, Conway Daniel, Chinmay Patvardhan, Rachel Pearson, Sheba Predeep, Hesham Saad, Mohanakrishnan Shanmugam, Simon Varley, Katharine Wylie, Lucy Cooper, Arystarch Makowski, Beata Misztal, Eliza Moldovan, Claire Pegg, Andrew Donovan, Jayne Foot, Simon Large, Andrew Claxton, Bhagyashree Netke, Richard Armstrong, Claire Calderwood, Andy Kwok, Otto Mohr, Peter Oyeniyi, Lisa Patnaik, Benjamin Post, Sarah Ali, Homa Arshad, Gerard Baker, Laura Brenner, Maximilian Brincat, Annemarie Brunswicker, Hannah Cox, Octavian Ionut Cozar, Edward Cheong, Alexander Durst, Lior Fengas, Jim Flatt, Georgina Glister, Vishal Narwani, Evangelos Photi, Adeline Rankin, Melissa Rosbergen, Mark Tan, Ceri Beaton, Rachel Horn, Jane Hunt, Guy Rousseau, Lucia Stancombe, Mohammed Absar, Joanne Allsop, Zoe Drinkwater, Tracey Hodgkiss, Kirsty Smith, Jamie Brown, Farhad Alexander-Sefre, Lorraine Campey, Lucy Dudgeon, Kathryn Hall, Rachael Hitchcock, Lynne James, Kate Smith, Ulrika Winstone, Norfaizan Ahmad, Kris Bauchmuller, Jonathan Harrison, Holly Jeffery, Duncan Miller, Angela Pinder, Sailaja Pothuneedi, Jonathan Rosser, Sumayer Sanghera, Diane Swift, Rachel Walker, Delia Bester, Sarah Cavanagh, Heather Cripps, Harvey Daniel, Julie Lynch, Alison Paton, Shirley Pyke, John Scholefield, Helen Whitworth, Fiona Bottrill, Ganesh Ramalingam, Stephen Webb, Nik Akerman, Philip Antill, Lynsey Bourner, Sarah Buckley, Gail Castle, Rob Charles, Christopher Eggleston, Rebecca Foster, Satwant Gill, Kate Lindley, Mohamed Lklouk, Tracey Lowery, Oliver Martin, David Milne, Patrick O'Connor, Andrew Ratcliffe, Alastair Rose, Annie Smith, Sandeep Varma, Jackie Ward, Helena Barcraft-Barnes, Julie Camsooksai, Carolyn Colvin, Henrik Reschreiter, Lee Tbaily, Nicola Venner, Caroline Hamilton, Lewis Kelly, Piroska Toth-Tarsoly, Kerry Dodsworth, Denise Foord, Paul Gordon, Elizabeth Hawes, Nikki Lamb, Johanna Mouland, Jeremy Nightingale, Steve Rose, Joe Schrieber, Khalid Al 'Amri, Hafiz Aladin, Mohammed Asif Arshad, James Barraclough, Conor Bentley, Colin Bergin, Ronald Carrera, Aisling Clarkson, Michelle Collins, Lauren Cooper, Samuel Denham, Ewen Griffiths, Peter Ip, Somasundaram Jeyanthan, Kavita Joory, Satwant Kaur, Paul Marriott, Natalie Mitchell, Sukumar Nagaiah, Annette Nilsson, Nilesh Parekh, Martin Pope, Joseph Seager, Hosam Serag, Alifia Tameem, Anna Thomas, Joanne Thunder, Andrew Torrance, Ravinder Vohra, Arlo whitehouse, Tony Wong, Mark Blunt, Kate Wong, Julian Giles, Isabelle Reed, Debbie Weller, Gillian Bell, Julie Birch, Rose Damant, Jane Maiden, Clare Mewies, Claire Prince, Jane Radford, Tim Reynolds, Birender Balain, Robin Banerjee, Andrew Barnett, Ben Burston, Kirsty Davies, Jayne Edwards, Chris Evans, David Ford, Pete Gallacher, Simon Hill, David Jaffray, Sudheer Karlakki, Cormac Kelly, Julia Kennedy, Nigel Kiely, Simon Lewthwaite, Chris Marquis, Matthew Ockendon, Stephen Phillips, Simon Pickard, James Richardson, Richard Roach, Tony Smith, Richard Spencer-Jones, Niall Steele, Julie Steen, Marck Van Liefland, Steve White, Matthew Faulds, Meredyth Harris, Carrie Kelly, Scott Nicol, Sally Anne Pearson, Srikanth Chukkambotla, Alyson Andrew, Elizabeth Attrill, Graham Campbell, Amanda Datson, Anna Fouracres, Juan Graterol, Lynne Graves, Bosun Hong, Alexander Ishimaru, Arvind Karthikeyan, Helen King, Tom Lawson, Gregory Lee, Saoirse Lyons, Andrew Macalister Hall, Sophie Mathoulin, Eilidh Mcintyre, Danny Mclaughlin, Kathleen Mulcahy, Jonathan Paddle, Anna Ratcliffe, James Robbins, Weilin Sung, Adeoluwa Tayo, Lisa Trembath, Suneetha Venugopal, Robert Walker, Geoffrey Wigmore, Catherine Boereboom, Charlotte Downes, Ryan Humphries, Susan Melbourne, Coral Smith, Samson Tou, Shafa Ullah, Nick Batchelor, Leigh Boxall, Rupert Broomby, Tariq Deen, Alistair Hellewell, Laurence Helliwell, Melanie Hutchings, David Hutchins, Samantha Keenan, Donna Mackie, Alison Potter, Frances Smith, Lucy Stone, Kevin Thorpe, Richard Wassall, Andrew Woodgate, Shelley Baillie, Tara Campbell, Sarah James, Chris King, Daniela Marques de Araujo, Daniel Martin, Clare Morkane, Julia Neely, Rajkumar Rajendram, Megan Burton, Kathryn James, Edward Keevil, Orsolya Minik, Jenna Morgan, Anna Musgrave, Harish Rajanna, Tracey Roberts, Tamas Szakmany, Michael Adamson, Sandra Jumbe, Jennie Kendall, Mohan Babu Muthuswamy, Charlotte Anderson, Andrew Cruikshanks, Ian Wrench, Lisa Zeidan, Diane Ardern, Benjamin Harris, Johanna Hellstrom, Jane Martin, Richard Thomas, Nimu Varsani, Caroline Wrey Brown, Philip Docherty, Michael Gillies, Euan McGregor, Helen Usher, Jayne Craig, Andrew Smith, Tahania Ahmad, Phoebe Bodger, Thais Creary, Kirsty Everingham, Alexander Fowler, Russ Hewson, Eke Ijuo, Marta Januszewska, Timothy Jones, Ilya Kantsedikas, Sumitra Lahiri, Aaron Lawson McLean, Edyta Niebrzegowska, Mandeep Phull, Difei Wang, Nadine Wickboldt, Jacqueline Baldwin, Donna Doyle, Sean Mcmullan, Michelle Oladapo, Thomas Owen, Alexandra Williams, Hull Daniel, Peter Gregory, Tauqeer Husain, Justin Kirk-Bayley, Edward Mathers, Laura Montague, Mark Harper, Stuart White, James Jack, Carrie Ridley, Joanne Avis, Tim Cook, Lola Dali-Kemmery, Ian Kerslake, Victoria Lambourne, Annabel Pearson, Christine Boyd, Mark Callaghan, Cathy Lawson, Roopa McCrossan, Vanessa Nesbitt, Laura O'connor, Julia Scott, Rhona Sinclair, Nahla Farid, Ciro Morgese, Kailash Bhatia, Swati Karmarkar, Jamil Ahmed, Graham Branagan, Monica Hutton, Andrew Swain, Jamie Brookes, Jonathan Cornell, Rachael Dolan, Jonathan Hulme, Amanda Jansen van Vuuren, Tom Jowitt, Gunasheela Kalashetty, Fran Lloyd, Kiran Patel, Nicholas Sherwood, Lynne Brown, Ben Chandler, Kerry Deighton, Temlett Emma, Kirsty Haunch, Michelle Cheeseman, Kathy Dent, Sanjeev Garg, Carol Gray, Marion Hood, Dawn Jones, Joanne Juj, Roshan Rao, Tara Walker, Mashel Al Anizi, Clarissa Cheah, Yushio Cheing, Francisco Coutinho, Prisca Gondo, Bernard Hadebe, Mazvangu Onie Hove, Ahamed khader, Bobby Krishnachetty, Karen Rhodes, Jagdish Sokhi, Katie-Anne Baker, Wendy Bertram, Alex Looseley, Ronelle Mouton, George Hanna, Glenn Arnold, Shobhit Arya, Danai Balfoussia, Linden Baxter, James Harris, Craig Jones, Alison Knaggs, Sheraz Markar, Anisha Perera, Alasdair Scott, Asako Shida, Ravneet Sirha, Sally Wright, Victoria Frost, Catherine Gray, Emma Andrews, Lindsay Arrandale, Stephen Barrett, Elna Cifra, Mariese Cooper, Dragos Dragnea, Cifra Elna, Jennifer Maclean, Sonja Meier, Donald Milliken, Christopher Munns, Nadir Ratanshi, Suneil Ramessur, Abegail Salvana, Anthony Watson, Hani Ali, Gill Campbell, Rebecca Critchley, Simon Endersby, Catherine Hicks, Alison Liddle, Marc Pass, Charlotte Ritchie, Charlotte Thomas, Lingxi Too, Sarah Welsh, Talvinder Gill, Joanne Johnson, Joanne Reed, Edward Davis, Sam Papadopoullos, Clare Attwood, Andrew Biffen, Kerenza Boulton, Sophie Gray, David Hay, Sarah Mills, Jane Montgomery, Rory Riddell, James Simpson, Neeraj Bhardwaj, Elaine Paul, Nosakhare Uwubamwen, Maini Alexander, James Arrich, Swarna Arumugam, Douglas Blackwood, Victoria Boggiano, Robyn Brown, Yik Lam Chan, Devnandan Chatterjee, Ashok Chhabra, Rachel Christian, Hannah Costelloe, Madeline Coxwell Matthewman, Emma Dalton, Julia Darko, Maria Davari, Tejal Dave, Matthew Deacon, Shantal Deepak, Holly Edmond, Jessica Ellis, Ahmed El-Sayed, Philip Eneje, Rose English, Renee Ewe, William Foers, John Franklin, Laura Gallego, Emily Garrett, Olivia Goldberg, Harry Goss, Rosanna Greaves, Rudy Harris, Charles Hennings, Eleanor Jones, Nelson Kamali, Naomi Kokkinos, Carys Lewis, Leda Lignos, Evaleen Victoria Malgapo, Rizwana Malik, Andrew Milne, John-Patrick Mulligan, Philippa Nicklin, Natasha Palipane, Thomas Parsons, Rebecca Piper, Rohan Prakash, Byron Ramesh, Sarah Rasip, Jacob Reading, Mariam Rela, Anna Reyes, Robert Stephens, Martin Rooms, Karishma Shah, Henry Simons, Shalil Solanki, Emma Spowart, Amy Stevens, Christopher Thomas, Helena Waggett, Arrash Yassaee, Anthony Kennedy, Sara Scott, Sameer Somanath, Andrew Berg, Miguel Hernandez, Rajesh Nanda, Ghanshyambhai Tank, Natalie Wilson, Debbie Wilson, Yassr Al-Soudaine, Matthew Baldwin, Julie Cornish, Zoe Davies, Leigh Davies, Marc Edwards, Natasha Frewer, Sian Gallard, James Glasbey, Rhiannon Harries, Luke Hopkins, Taeyang Kim, Vilavan Koompirochana, Simon Lawson, Megan Lewis, Zaid Makzal, Sarah Scourfield, Yousra Ahmad, Sarah Bates, Clare Blackwell, Helen Bryant, Hannah Collins, Suzanne Coulter, Ross Cruickshank, Sonya Daniel, Thomas Daubeny, Mark Edwards, Kim Golder, Lesley Hawkins, Bryant Helen, Honor Hinxman, Denny Levett, Karen Salmon, Leanne Seaward, Ben Skinner, Bryony Tyrell, Beverley Wadams, Joseph Walsgrove, Jane Dickson, Kathryn Constantin, Markwell Karen, Peter O'Brien, Lynn O'Donohoe, Hannah Payne, Saul Sundayi, Elaine Walker, Jenny Brooke, Jon Cardy, Sally Humphreys, Laura Kessack, Christiane Kubitzek, Suhas Kumar, Donna Cotterill, Emil Hodzovic, Gurunath Hosdurga, Edward Miles, Glenn Saunders, Marta Campbell, Peter Chan, Kim Jemmett, Ashok Raj, Aditi Naik, Ayo Oshowo, Rajarajan Ramamoorthy, Nimesh Shah, Axel Sylvan, Katharine Blyth, Andrew Burtenshaw, David Freeman, Emily Johnson, Philip Lo, Terry Martin, Emma Plunkett, Julie Wollaston, Joanna Allison, Christine Carroll, Nicholas Craw, Sarah Craw, Tressy Pitt-Kerby, Rebecca Rowland-Axe, Katie Spurdle, Andrew McDonald, Davies Simon, Vivek Sinha, Thomas Smith, Valerie Banner-Goodspeed, Myles Boone, Kathleen Campbell, Fengxin Lu, Joseph Scannell, Julia Sobol, Naraida Balajonda, Karen Clemmons, Carlos Conde, Magdi Elgasim, Bonita Funk, Roger Hall, Thomas Hopkins, Omowunmi Olaleye, Omer Omer, Michelle Pender, Angelo Porto, Alice Stevens, Peter Waweru, Erlinda Yeh, Daniella Bodansky, Adam Evans, Steven Kleopoulos, Robert Maril, Edward Mathney, Angela Sanchez, Elizabeth Tinuoye, Brian Bateman, Kristen Eng, Ning Jiang, Karim Ladha, Joseph Needleman, Lee-lynn Chen, Rondall Lane, David Robinowitz, Neil Ghushe, Mariam Irshad, John O'Connor, Samir Patel, Steven Takemoto, Art Wallace, Michael Mazzeffi, Peter Rock, Karin Wallace, Xiaomao Zhu, Pandora Chua, Lee Fleisher, Matthew Mattera, Rebecca Sharar, Stephan Thilen, Miriam Treggiari, Angela Morgan, Iwan Sofjan, Kathirvel Subramaniam, Michael Avidan, Hannah Maybrier, Maxwell Muench, Troy Wildes

Research output: Contribution to journal › Article › peer-review

Abstract

Background.
The incidence and impact of postoperative complications are poorly described. Failure-to-rescue, the rate of death following complications, is an important quality measure for perioperative care but has not been investigated across multiple health care systems.

Methods.
We analysed data collected during the International Surgical Outcomes Study, an international 7-day cohort study of adults undergoing elective inpatient surgery. Hospitals were ranked by quintiles according to surgical procedural volume (Q1 lowest to Q5 highest). For each quintile we assessed in-hospital complications rates, mortality, and failure-to-rescue. We repeated this analysis ranking hospitals by risk-adjusted complication rates (Q1 lowest to Q5 highest).

Results.
A total of 44 814 patients from 474 hospitals in 27 low-, middle-, and high-income countries were available for analysis. Of these, 7508 (17%) developed one or more postoperative complication, with 207 deaths in hospital (0.5%), giving an overall failure-to-rescue rate of 2.8%. When hospitals were ranked in quintiles by procedural volume, we identified a three-fold variation in mortality (Q1: 0.6% vs Q5: 0.2%) and a two-fold variation in failure-to-rescue (Q1: 3.6% vs Q5: 1.7%). Ranking hospitals in quintiles by risk-adjusted complication rate further confirmed the presence of important variations in failure-to-rescue, indicating differences between hospitals in the risk of death among patients after they develop complications.

Conclusions.
Comparison of failure-to-rescue rates across health care systems suggests the presence of preventable postoperative deaths. Using such metrics, developing nations could benefit from a data-driven approach to quality improvement, which has proved effective in high-income countries.
Original languageEnglish
Pages (from-to)258-266
JournalBritish Journal of Anaesthesia
Volume119
Issue number2
Early online date13 Dec 2017
DOIs
Publication statusPublished - 2017

Keywords

  • postoperative care, methods
  • postoperative care, statistics and numerical data
  • surgical procedures, operative, mortality

Fingerprint

Dive into the research topics of 'Use of failure-to-rescue to identify international variation in postoperative care in low-, middle- and high-income countries: a 7-day cohort study of elective surgery'. Together they form a unique fingerprint.

Cite this