Background: End colostomy rates following colorectal resection vary across institutions in high-income settings, being influenced by patient, disease, surgeon and system factors. This study aimed to assess global variation in end colostomy rates after left-sided colorectal resection. Methods: This study comprised an analysis of GlobalSurg-1 and-2 international, prospective, observational cohort studies (2014, 2016), including consecutive adult patients undergoing elective or emergency left-sided colorectal resection within discrete 2-week windows. Countries were grouped into high-, middle-and low-income tertiles according to the United Nations Human Development Index (HDI). Factors associated with colostomy formation versus primary anastomosis were explored using a multilevel, multivariable logistic regression model. Results: In total, 1635 patients from 242 hospitals in 57 countries undergoing left-sided colorectal resection were included: 113 (6·9 per cent) from low-HDI, 254 (15·5 per cent) from middle-HDI and 1268 (77·6 percent) from high-HDI countries. There was a higher proportion of patients with perforated disease (57·5, 40·9 and 35·4 per cent; P < 0·001) and subsequent use of end colostomy (52·2, 24·8 and 18·9 per cent; P < 0·001) in low-compared with middle-and high-HDI settings. The association with colostomy use in low-HDI settings persisted (odds ratio (OR) 3·20, 95 per cent c.i. 1·35 to 7·57; P = 0·008) after risk adjustment for malignant disease (OR 2·34, 1·65 to 3·32; P < 0·001), emergency surgery (OR 4·08, 2·73 to 6·10; P < 0·001), time to operation at least 48 h (OR 1·99, 1·28 to 3·09; P = 0·002) and disease perforation (OR 4·00, 2·81 to 5·69; P < 0·001). Conclusion: Global differences existed in the proportion of patients receiving end stomas after left-sided colorectal resection based on income, which went beyond case mix alone.
Global variation in anastomosis and end colostomy formation following left-sided colorectal resection
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Bautista, Ana Cecilia Manchego; Huaman, Eduardo; Zegarra, Sergio; Camacho, Rony; Celis, Jose María Vergara; Pozo, Diego Alonso Romani; Hamasaki, José; Temoche, Edilberto; Herrera‐Matta, Jaime; Torres, Carla Pierina García; Barreda, Luis Miguel Alvarez; Ojeda, Ronald Renato Barrionuevo; Garaycochea, Octavio; Mollo, Melanie Castro; Delgado, Mitchelle Solange De Fã Tima Linare; Fujii, Francisco; Bautista, Ana Cecilia Manchego; Aguilar, Wendy Leslie Messa; Chiong, Jose Antonio Cabala; Durand, Susana Yrma Aranzabal; Basto, Carlos Alejandro Arroyo; Rojas, Nelson Manuel Urbina; Yip, Sebastian Bernardo Shu; Vergara, Ana Lucia Contreras; Moran, Andrea Echevarria Rosas; Luque, Giuliano Borda; Castro, Manuel Rodriguez; Jaramillo, Ramon Alvarado; Sila, George Manrique; Lopez, Crislee Elizabeth; De Leon, Mardelangel Zapata Ponze; Machaca, Massiell; Huaraya, Ronald Coasaca; Arenas, Andy; López, Crislee; Puma, Clara Milagros Herrera; Pino, Wilfredo; Hinojosa, Christian; De Leon, Melanie Zapata Ponze; Limache, Susan; Sila, George Manrrique; Rodriguez, Layza‐Alejandra Mercado; Melo, Renato; Costa‐Maia, Jose; Muralha, Nuno; Sauvat, Frederique; Dan, Ionasc; Hogea, Mircea; Eduard, Pandi; Bratu, Razvan‐Matei; Beuran, Mircea; Diaconescu, Ionut‐Bogdan; Martian, Bogdan‐Valeriu; Iordache, Florin‐Mihail; Vartic, Mihaela; Vida, Lucian Corneliu; Muntean, Liviu Iuliu; Mironescu, Aurel Sandu; Nsengimana, Vizir Jean Paul; Niragire, Alice; Ingabire, Jean De La Croix Allen; Niyirera, Eugene; Zanini, Nicola; Jovine, Elio; Landolfo, Giovanni; Alomar, Ibrahim N.; Alnuqaydan, Saleh A.; Altwigry, Abdulrahman M.; Othman, Moayad; Osman, Nohad; Alqahtani, Enas; Alzahrani, Mohammed; Alyami, Rifan; Aljohani, Emad; Alhabli, Ibrahim; Mikwar, Zaher; Almuallem, Sultan; Aljohani, Emad; Alyami, Rifan; Alzahrani, Mohammed; Nawawi, Abrar; Bakhaidar, Mohamad; Maghrabi, Ashraf A.; Alsaggaf, Mohammed; Aljiffry, Murad; Altaf, Abdulmalik; Khoja, Ahmad; Habeebullah, Alaa; Akeel, Nouf; Ghandora, Nashat; Almoflihi, Abdullah; Huwait, Abdulmalik; Al‐shammari, Abeer; Al‐Mousa, Mashael; Alghamdi, Masood; Adham, Walid; Albeladi, Bandar; Alfarsi, Muayad Ahmed; Mahdi, Atif; Al Awwad, Saad; Altamimi, Afnan; Nouh, Thamer; Hassanain, Mazen; Aldhafeeri, Salman; Sadig, Nawal; Algohary, Osama; Aledrisy, Mohannad; Gudal, Ahmad; Alrifaie, Ahmad; AlRowais, Mohammed; Althwainy, Amani; Shabkah, Alaa; Alamoudi, Uthman; Alrajraji, Mawaddah; Alghamdi, Basim; Aljohani, Saud; Daqeeq, Abdullah; Al‐Faifi, Jubran J; Jennings, Vicky; Ngayu, Nyawira; Moore, Rachel; Kong, Victor; Kretzmann, Hayden; Connor, Katie; Nel, Daniel; Sampson, Colleen; Spence, Richard; Panieri, Eugenio; Rayne, Sarah; Sishuba, Nosisa; Tun, Myint; Mphatsoe, Albert Mohale; Carreira, Jo‐Anne; Teasdale, Ella; Wagener, Mark; Botes, Stefan; Du Plessis, Danelo; Fernandez‐Bueno, Fernando; Aguilar‐Jimenez, Jose; Garcia‐Marin, Jose Andres; García, Lorena Solar; Florez, Luis Joaquín García; Pacheco, Rubén Darío Arias; Pagnozzi, Janet; Quezada, Jimy Harold Jara; Rodicio, Jose Luis; Minguez, German; Rodríguez‐Uría, Raquel; Ugalde, Paul; Lopez‐Arevalo, Camilo; Barneo, Luis; Stuva, Jessica Patricia Gonzales; Ortega‐Vazquez, Irene; Rodriguez, Lorena; Herrera, Norberto; Arachchi, Prasad Pitigala; Senanayake, Wanigasekara; Senanayake, Mudiyanselage Kithsiri Janakantha; Arachchige, Lalith Asanka Jayasooriya Jayasoori; Sivaganesh, Sivasuriya; Samaraweera, Dulan Irusha; Thanusan, Vimalakanthan; Musa, Ahmed Elgaili Khalid; Balila, Reem Mohammed Hassan; Mohamed, Mohamed Awad Elkarim Hamad; Ali, Hussein; Elabdin, Hagir Zain; Hassan, Alaa; Mahdi, Sefeldin; Ahmed, Hala; Idris, Sahar Abdoun Ishag; Elsayed, Makki; Elsayed, Mohammed; Mahmoud, Mohamed; Boijsen, Magnus; Lundgren, Per‐Olof; Gustafsson, Ulf; Kiasat, Ali; Wogensen, Fredrik; Wogensen, Fredrik; Jurdell, Emma; Thorell, Anders; Thorarinsdottir, Hildur; Utter, Maria; Sundstrom, Sami Martin; Wredberg, Cecilia; Kjellin, Ann; Nyberg, Johanna; Frisk, Bjorn; Sund, Malin; Andersson, Linda; Gunnarsson, Ulf; Cengiz, Yücel; Ahlqvist, Sandra; Björklund, Ida; Royson, Hanna; Weber, Per; Pahlsson, Hans‐Ivar; Borin, Eva; Hjertberg, Maria; Royson, Hanna; Weber, Per; Schmid, Roger; Schivo, Debora; Despotidis, Vasileios; Breitenstein, Stefan; Staerkle, Ralph F; Schadde, Erik; Deichsel, Fabian; Gerosa, Alexandra; Nocito, Antonio; Raptis, Dimitri Aristotle; Mijuskovic, Barbara; Zuber, Markus; Eisner, Lukas; Kruspi, Swantje; Reinisch, Katharina Beate; Schoewe, Christin; Novak, Allan; Palma, Adrian F.; Teufelberger, Gerfried; Kimaro, Msafiri; King, Rachel; Balkan, Ali Zeynel Abidin; Gumar, Mehmet; Yavuz, Mehmet Ali; Karabacak, Ufuk; Lap, Gokhan; Ozkan, Bahar Busra; Ozkan, Bahar Busra; Karakahya, Murat; Adams, Ryan; Morton, Robert; Henderson, Liam; Gratton, Ruth; Clement, Keiran David; Chang, Kate Yu‐Ching; Mcnish, David; Mcintosh, Ryan; Milligan, William; Skelly, Brendan; Anderson‐Knight, Hannah; Lawther, Roger; Onimowo, Jemina; Shatkar, Veereanna; Tharmalingam, Shivanee; Woin, Evelina; Fautz, Tessa; Ziff, Oliver; Dindyal, Shiva; Arman, Sam; Talukder, Shagorika; Arman, Sam; Gadhvi, Vijay; Talukder, Shagorika; Chew, Luen Shaun; Heath, Jonathan; Blencowe, Natalie; Hallam, Sally; Gash, Katherine; Mannu, Gurdeep Singh; Zachariades, Dimitris‐Christos; Snaith, Ailsa Claire; Hettiarachchi, Thusitha Sampath; Nesaratnam, Arjun; Wheeler, James; McCullagh, Darragh; Clements, Joshua Michael; Khan, Ata; Koumpa, Foteini; Neophytou, Christina; Roth, Jessica; Soon, Wai Cheong; Deputy, Mohammed; Ahmed, Ahmed; Ashton, Annelisse; Vincent, Joe; Almy, Jack; Khan, Taufiq; Allen, John Lee Y; Mcintyre, Charlotte Jane; Marshall, Dominic Charles; Sykes, Mark; Behar, Nebil; Jordan, Harriet; Rajjoub, Yaseen; Sherman, Thomas; White, Timothy; Watts, Anna; Ardley, Rohan; Arulampalam, Tan; Shah, Apar; Brown, Damien; Blower, Emma; Sutton, Paul; Gasteratos, Konstantinos; Vimalachandran, Dale; Magee, Cathy; Irwin, Gareth; Mcguigan, Andrew; Mcaleer, Stephen; Morgan, Clare; Braungart, Sarah; Lafferty, Kirsten; Labib, Peter; Tanase, Andrei; Mangan, Clodagh; Reza, Lillian; Reza, Lillian; Tanase, Andrei; Mangan, Clodagh; Woodward, Helen; Gouldthorpe, Craig; Turner, Megan; Wild, Jonathan R L; Malik, Tom AM; Proctor, Victoria K; Hewage, Kalon; Davies, James; Dubois, Andre; Sarwary, Sayed; Zardab, Ali; Grant, Alan; Mcintyre, Robert; Mogan, Yogendra Praveen; Ho, Weiguang; Chong, Bryon Frankie Hon Khi; Tewari, Shirish; Humm, Gemma; Farinella, Eriberto; Hall, Nigel J; Wright, Naomi J; Major, Christina P; Xerri, Thelma; De Bono, Phoebe; Amin, Jasim; Farhad, Mustafa; Camilleri‐Brennan, John F.; Robertson, Andrew G N; Xerri, Thelma; Swann, Joanna; Richards, James; Amin, Jasim; Jabbar, Aijaz; De Bono, Phoebe; Attard, Myranda; Burns, Hannah; Macdonald, Euan; Baldacchino, Matthew; Skehan, Jennifer; Camilleri‐Brennan, Julian; Hall, Tom Falconer; Gimzewska, Madelaine; Mclachlan, Greta; Shah, Jamie; Giles, James; Chiu, Selina; Weber, Beatrix; Chiu, Selina Man Yeng; Highcock, Saskia; Hassan, Maleeha; Beasley, William; Vlachogiorgos, Apostolos; Dias, Stephen; Maharaj, Geta; Mcdonald, Rosie; Macdonald, Alisdair; Witherspoon, Paul; Baird, Alan; Sarmah, Panchali; Green, Nikki; Youssef, Haney; Cross, Kate; Rees, Clare M; Van Duren, Bernard; Upchurch, Emma; Khan, Khurram; Abudeeb, Haytham; Hammad, Ahmed; Karandikar, Sharad; Bowley, Doug; Karim, Ahmed; Chachulski, Witold; Richardson, Liam; Dawnay, Giles; Thompson, Ben; Mistry, Ajayesh; Bhangu, Aneel; Ghetia, Millika; Roy, Sudipta; Al‐Obaedi, Ossama; Ghetia, Millika; Das, Kaustuv; Prabhudesai, Ash; Cocker, DM; Tan, Jessica Juliana; Tyler, Robert; Di Franco, Filippo; Ayyar, Shruti; Vivekanantham, Sayinthen; Gokani, Shyam; Gillespie, Michael; Gudlaugsdottir, Katrin; Pezas, Theodore; Currow, Chelise; Kim, Matthew Young‐Han; Birring, Amerdip; Edwards, Joanne; Ali, Ased; Das, Suparna; Jha, Madan; Atkinson, Kieran; Luck, Joshua; Fozard, Thomas; Puttick, Michael; Salama, Yahya; Shah, Rohi; Ibrahem, Ahmad Aboelkassem; Ebdewi, Hamdi; Gravante, Gianpiero; El‐Rabaa, Saleem; Nnajiuba, Henry; Allott, Rebecca; Bhargava, Aman; Chan, Zoe; Hassan, Zaffar; Makinde, Misty; Hemingway, David; Dean, Ramzana; Boddy, Alexander; Aber, Ahmed; Patel, Vijay; Parakh, Jehangirshaw; Parthiban, Sunil; Ubhi, Harmony Kaur; Hosein, Simon‐Peter; Ward, Simon; Malik, Kamran; Jennings, Leifa; Newton, Tom; Alkhouri, Mirna; Kang, Min Kyu; Houlden, Christopher; Barry, Jonathan; Raza, Imtanan; Farquharson, Alistair; Bhattacharya, Sanjeet; Milligan, William; Chang, Kate; Henderson, Liam; Wilson, Michael S J; Neo, Yan Ning; Ibrahim, Ibrahim; Chan, Emily; Peck, Fraser S; Lim, Pei J; North, Alexander S; Blundell, Rebecca; Williamson, Adam; Fouad, Dina; Minocha, Ashish; Mccarthy, Kathryn; Court, Emma; Chambers, Alice; Yee, Jenna; Tham, Ji Chung; Beaton, Ceri; Walsh, Una; Lockey, Joseph; Bokhari, Salman; Howells, Lara; Griffiths, Megan; Yallop, Laura; Singh, Shailinder; Nasher, Omar; Jackson, Paul; Puttick, Michael; Luck, Joshua; Fozard, Thomas; Shariffuddin, Abdul Muiz; Ho, Weng Chee; Wilson, Michael Sj; Pabla, Gurpreet; Ramzi, Saed; Zeidan, Shady; Doughty, Jennifer; Sinha, Sidhartha; Davenport, Ross; Lewis, Jason; Duffy, Leo; Mcaleer, Elizabeth; Williams, Eleanor; Som, Robin; Javed, Omar; Boal, Matthew; Harrison, Nicola; Tafazal, Habib; Javed, Omar; Brogden, Tom; Nepogodiev, Dmitri; Griffiths, Ewen; Obute, Rhalumi Daniel; Glover, Thomas E; Clark, David J; Boshnaq, Mohamed; Akhtar, Mansoor; Capleton, Pascale; Doughan, Samer; Rabie, Mohamed; Mohamed, Ismail; Samuel, Duncan; Dickson, Lauren; Kennedy, Matthew; Dempster, Eleanor; Brown, Emma; Maple, Natalie; Monaghan, Eimear; Wolf, Bernhard; Garland, Alicia; Mcphee, Arthur; Anderson, David; Anderson, Robert; Hassan, Sarah; Sutton, Paul; Smith, Dave; Lund, Jonathan; Boereboom, Catherine; Murphy, Jennifer; Tierney, Gillian; Tou, Samson; Zimmermann, Eleanor Franziska; Smart, Neil James; Warwick, Andrea Marie; Stasinou, Theodora; Daniels, Ian; Findlay‐Cooper, Kim; Mitrasinovic, Stefan; Ray, Swayamjyoti; Varcada, Massimo; D'Souza, Rovan; Omara, Sharif; Spurr, Matthew; Parkinson, Lucienne; Hanks, Anthony; Ma, Jennifer; Abington, Emily; Ramcharn, Meera; Williams, Gethin; Winstanley, Joseph; Kennedy, Ewan D.; Yeung, Emily NW; Fergusson, Stuart J; Jones, Catrin; O'neill, Stephen; Lim, Shujing Jane; Liew, Ignatius; Nair, Hari; Fairfield, Cameron; Oh, Julia; Koh, Samantha; Wilson, Andrew; Fairfield, Catherine; Anandkumar, Delran; Kirupagaran, Ashok; Jones, Timothy F; Torrance, Hew Dt; Fowler, Alexander J; Chandrakumar, Charmilie; Patel, Priyank; Ashraf, Syed Faaz; Lakhani, Sonam M.; Mclean, Aaron Lawson; Basson, Sonia; Batt, Jeremy; Bowman, Catriona; Stoddart, Michael; Benons, Natasha; Mason, Clare; Harrison, Rebecca; Quayle, John; Barker, Tom; Summerour, Virginia; Harper, Edward; Smith, Caroline; Hampton, Matthew; Pitt, Sophie K; Ward, Alex E; O'Connor, Timothy; Heywood, Emily G; Drake, Thomas M; Chowdhury, Abeed; Hossaini, Sina; Watson, Nicholas Fs; Mckechnie, Doug; Farah, Ayaan; Chun, Anita; Koh, Hoey; Lim, Grace; Sunderland, Graham; Gould, Laura; Chambers, Alice; Munipalle, P C; Rooney, H; Browning, D R L; Pereira, Bernadette; Nemeth, Kristof; Decker, Emily; Giuliani, Stefano; Shalaby, Aly; Shaikh, Shafaque; Tan, Chern Yan; Palkhi, Ebrahim Y A; Szczap, Aleksandra; Chidambaram, Swathikan; Chen, Chee Yang; Kulasabanathan, Kavian; Chhabra, Srishti; Kostov, Elisabeth; Harbord, Philippe; Barnacle, James; Palliyil, Madan Mohan; Zikry, Mina; Porter, Johnathan; Raslan, Charef; Saeed, Mohammed; Hafiz, Shazia; Soltani, Niksa; Baillie, Katie; Singh, Priyanka; Sheth, Shailee; Patel, Kishen; Khalili, Mahry; Choi, Jeesoo; Benger, Matthew; Marples, Lucy; Macfarlane, Alastair; Thurairaja, Ramesh; Boyce, Tamsin; Whewell, Harriet; Jones, Elin; Th'ng, Francesca; Robertson, Nichola; Mirza, Ahmad; Saeed, Haroon; Galloway, Simon; Elena, Gia; Afzal, Mohammad; Zakir, Mohamed; Sodde, Peter; Hand, Charles; Sriram, Aiesha; Clark, Tamsyn; Holton, Patrick; Livesey, Amy; Sinha, Yashashwi; Iqbal, Fahad Mujtaba; Bharj, Indervir Singh; Rotundo, Adriana; Jenvey, Cara; Slade, Robert; Golding, David; Haines, Samuel; Ne'ma Abdullah, Ali Adel; Tilston, Thomas W; Loughran, Dafydd; Donoghue, Danielle; Giacci, Lorenzo; Sherif, Mohamed Ashur; Harrison, Peter; Tang, Alethea; Kotecha, Deevia; Elshaer, Mohamed; Urbonas, Tomas; Riaz, Amjid; Chapman, Annie; Acharya, Parisha; Shalhoub, Joseph; Grossart, Cathleen; McMorran, David; Mlotshwa, Makhosini; Hawkins, William; Loizides, Sofronis; Krishna, Kandaswamy; Orchard, Melanie; Ho, Chik Wai; Thomson, Peter; Khan, Shahab; Taylor, Fiona; Shukla, Jalak; Howie, Emma Elizabeth; Macdonald, Linda; Komolafe, Olusegun; Mcintyre, Neil; Cragg, James; Parker, Jody; Stewart, Duncan; Lintin, Luke; Tracy, Julia; Farooq, Tahir; Molina, George; Kaafarani, Haytham; Luque, Laura; Beyene, Robel; Sava, Jack; Scott, Mark; Swaroop, Mamta; Kennedy, Raelene; Azodo, Ijeoma A; Heffernan, Daithi; Chun, Tristen; Stephen, Andrew; Sion, Melanie; Weinstein, Michael S.; Punja, Viren; Bugaev, Nikolay; Goodstein, Monica; Razmdjou, Shadi; Etchill, Eric; Puyana, Juan Carlos; Kesinger, Matthew; Napolitano, Lena; To, Kathleen; Hemmila, Mark; Todd, Oliver; Jenner, Edward; Hoogakker, Ellen; Grizhja, Besmir; Ymeri, Shpetim; Galiqi, Gezim; Klappenbach, Roberto; Antezana, Diego; Beleño, Alvaro Enrique Mendoza; Costa, Cecilia; Sanchez, Belen; Aviles, Susan; Modolo, Maria Marta; Fermani, Claudio Gabriel; Balmaceda, Rubén; Villalobos, Santiago; Carmona, Juan Manuel; Hamill, Daniel; Deutschmann, Peter; Sandler, Simone; Cox, Daniel; Nataraja, Ram; Sharpin, Claire; Ljuhar, Damir; Gray, Demi; Haines, Morgan; Iyer, Dush; Niranjan, Nithya; D'Amours, Scott; Ashtari, Morvarid; Franco, Helena; Mitul, Ashrarur Rahman; Karim, Sabbir; Aman, Nowrin F.; Estee, Mahnuma Mahfuz; Salma, Umme; Razzaque, Joyeta; Kanta, Tasnia Hamid; Tori, Sayeeda Aktar; Alamin, Shadid; Roy, Swapnil; Al Amin, Shadid; Karim, Rezaul; Haque, Muhtarima; Faruq, Amreen; Iftekhar, Farhana; O'Shea, Margaret; Padmore, Greg; Jonnalagadda, Ramesh; Litvin, Andrey; Filatau, Aliaksandr; Paulouski, Dzmitry; Shubianok, Maryna; Shachykava, Tatsiana; Khokha, Dzianis; Khokha, Vladimir; Djivoh, Fernande; Ismaïl, Lawani; Dossou, Francis; Seto, Djifid Morel; Gbessi, Dansou Gaspard; Noukpozounkou, Bruno; Souaibou, Yacoubou Imorou; Keke, Kpèmahouton René; Hodonou, Fred; Ahounou, Ernest Yemalin Stephane; Alihonou, Thierry; Dénakpo, Max; Ahlonsou, Germain; Bedada, Alemayehu Ginbo; Nsengiyumva, Carlos; Kwizera, Sandrine; Barendegere, Venerand; Choi, Philip; Stock, Simon; Jamal, Luai; Firdouse, Mohammed; Zani, Augusto; Azzie, Georges; Kushwaha, Sameer; Agarwal, Arnav; Chen, Tzu‐Ling; Yip, Chingwan; Montes, Irene; Zapata, Felipe; Sierra, Sebastian; Lanau, Maria Isabel Villegas; Arango, Maria Clara Mendoza; Restrepo, Ivan Mendoza; Sierra, Sebastian; Giraldo, Ruben Santiago Restrepo; Arango, Maria Clara Mendoza; Domini, Edgar; Karlo, Robert; Mihanovic, Jakov; Youssef, Mohamed; Elfeki, Hossam; Thabet, Waleed; Sanad, Aly; Tawfik, Gehad; Zaki, Ahmed; Abdel‐Hameed, Noran; Mostafa, Mohamed; Omar, Muhammad Fathi Waleed; Ghanem, Ahmed; Abdallah, Emad; Denewar, Adel; Emara, Eman; Rashad, Eman; Sakr, Ahmad; Elashry, Rehab; Emile, Sameh; Khafagy, Toqa; Elhamouly, Sara; Elfarargy, Arwa; Mohamed, Amna Mamdouh; Nagy, Ghada Saied; Esam, Abeer; Elwy, Eman; Hammad, Aya; Khallaf, Salwa; Ibrahim, Eman; Saidbadr, Ahmed; Moustafa, Ahmed; Mohammed, Amany Eldosouky; Elgheriany, Mohammed; Abdelmageed, Eman; Al Raouf, Eman Abd; Elbanby, Esraa Samir; Elmasry, Maha; Farahat, Mahitab Morsy; Mansor, Eman Yahya; Hegazy, Eman Magdy; Gamal, Esraa; Gamal, Heba; Kandil, Hend; Abdelrouf, Doaa Maher; Moaty, Mohamed; Gamal, Dina; El‐Sagheer, Nada; Salah, Mohamed; Magdy, Salma; Salah, Asmaa; Essam, Ahmed; Ali, Ahmed; Badawy, Mahmoud; Ahmed, Sara; Mohamed, Mazed; Assal, Abdelrahman; Sleem, Mohamed; Ebidy, Mai; Elrazek, Aly Abd; Zahran, Diaaaldin; Adam, Nourhan; Nazir, Mohamed; Hassanein, Adel B; Ismail, Ahmed; Elsawy, Amira; Mamdouh, Rana; Mabrouk, Mohamed; Ahmed, Lopna Ahmed Mohamed; Alnaby, Mohamed Hassab; Magdy, Eman; Abd‐Elmawla, Manar; Fahim, Marwan; Mowafy, Bassant; Mahmoud, Moustafa Ibrahim; Allam, Meran; Alkelani, Muhammad; El Gendy, Noran Halim; Aboul‐Naga, Mariam Saad; El‐Din, Reham Alaa; Elgendy, Alyaa Halim; Ismail, Mohamed; Shalaby, Mahmoud; Elsharkawy, Aya Adel; Moghazy, Mahmoud Elsayed; Elbisomy, Khaled Hesham; Shakshouk, Hend Adel Gawad; Hamed, Mohamed Fouad; Ebidy, Mai Mohamed; Abdelkader, Mostafa; Karkeet, Mohamed; Ahmed, Hayam; Adel, Israa; Omar, Mohammad Elsayed; Ibrahim, Mohamed; Ghoneim, Omar; Hesham, Omar; Gamal, Shimaa; Hilal, Karim; Arafa, Omar; Awad, Sawsan Adel; Salem, Menatalla; Elsherif, Fawzia Abdellatif; Elsabbagh, Nourhan; Aboelsoud, Moustafa R.; Rida, Ahmed Hossam Eldin Fouad; Hossameldin, Amr; Hany, Ethar; Asar, Yomna Hosny; Anwar, Nourhan; Gadelkarim, Mohamed; Abdelhady, Samar; Morshedy, Eman Mohamed; Saad, Reham; Soliman, Nourhan; Salama, Mahmoud; Ezzat, Eslam; Mohamed, Arwa; Ibrahim, Arwa; Fergany, Alaa; Mohammed, Sara; Reda, Aya; Allam, Yomna; Saad, Hanan Adel; Abdelfatah, Afnan; Fathy, Aya Mohamed; El‐Sehily, Ahmed; Kasem, Esraa Abdalmageed; Hassan, Ahmed Tarek Abdelbaset; Mohammed, Ahmed Rabeih; Saad, Abdalla Gamal; Elfouly, Yasmin; Elfouly, Nesma; Ibrahim, Arij; Hassaan, Amr; Mohammed, Mohammed Mustafa; Elhoseny, Ghada; Magdy, Mohamed; Elkhalek, Esraa Abd; Zakaria, Yehia; Ezzat, Tarek; El Dahab, Ali Abo; Kelany, Mohamed; Arafa, Sara; Hassan, Osama Mokhtar Mohamed; Badwi, Nermin Mohamed; Sleem, Ahmad Saber; Ahmed, Hussien; Abdelbadeai, Kholoud; Abdullah, Mohamed Abozed; Lokman, Muhammad Amsyar Auni; Bahar, Suraya; Abdelazeam, Anan Rady; Adelshone, Abdelrahman; Hasnan, Muhammad Bin; Zulkifli, Athirah; Kamarulzamil, Siti Nur Alia; Elhendawy, Abdelaziz; Latif, Aliang; Adnan, Ahmad Bin; Shaharuddin, Shahadatul; Majid, Aminah Hanum Haji Abdul; Amreia, Mahmoud; Al‐Marakby, Dina; Salma, Mahmoud; Ismail, Mohamad Jeffrey Bin; Basir, Elissa Rifhan Mohd; Ali, Citra Dewi Mohd; Ata, Aya Yehia; Nasr, Maha; Rezq, Asmaa; Sheta, Ahmed; Tariq, Sherif; Sallam, Abd Elkhalek; Darwish, Abdelrhman KZ; Elmihy, Sohaila; Elhadry, Shady; Farag, Ahmed; Hajeh, Haidar; Abdelaal, Abdelaziz; Aglan, Amro; Zohair, Ahmed; Essam, Mahitab; Moussa, Omar; El‐Gizawy, Esraa; Samy, Mostafa; Ali, Safia; Elhalawany, Esraa; Ata, Ahmed; El Halawany, Mohamed; Nashat, Mohamed; Soliman, Samar; Elazab, Alaa; Samy, Mostada; Abdelaziz, Mohamed A; Ibrahim, Khaled; Ibrahim, Ahmed mohamed; Gado, Ammar; Hantour, Usama; Eldeen, Esraa Alm; loaloa, Mohamed Reda; Abouzaid, Arwa; Eldin, Mostafa Ahmed Bahaa; Hashad, Eman; Sroor, Fathy; Gamil, Doaa; Abdulhakeem, Eman Mahmoud; Zakaria, Mahmoud; Mohamed, Fawzy; Abubakr, Marwan; Ali, Elsayed; Magdy, Hesham; Ramadan, Menna Tallah; Mohamed, Mohamed Abdelaty; Mansour, Salma; Amin, Hager Abdul Aziz; Mohamed, Ahmed Rabie; Saami, Mahmoud; Elsayed, Nada Ahmed Reda; Tarek, Adham; Mahmoud, Sabry Mohy Eldeen; El Sayed, Islam Magdy; Reda, Amira; Shawky, Martina Yusuf; Salem, Mohammed Mousa; El‐Din, Shahinaz Alaa; Soliman, Noha Abdullah; Talaat, Muhammed; Alaael‐Dein, Shahinaz; Elhusseiny, Ahmed Abd Elmoen; Abdullah, Noha; Elshaar, Mohammed; Ibraheem, Aya AbdelFatah; Abdulaziz, Hager; Ismail, Mohammed Kamal; Madkor, Mona Hamdy; Abdelaty, Mohamed; Abdel‐Kader, Sara Mahmoud; Salah, Osama Mohamed; Eldafrawy, Mahmoud; Eldeeb, Ahmed Zaki; Eid, Mostafa Mahmoud; Attia, Attia; El‐Dien, Khalid Salah; Shwky, Ayman; Badenjki, Mohamed Adel; Soliman, Abdelrahman; Al Attar, Samaa Mahmoud; Sayed, Farrag; Sabour, Fahd Abdel; Azizeldine, Mohammed G.; Shawqi, Muhammad; Hashim, Abdullah; Aamer, Ahmed; Abdelraouf, Ahmed Mahmoud; Abdelshakour, Mahmoud; Ibrahim, Amal; Mahmoud, Basma; Mahmoud, Mohamed Ali; Qenawy, Mostafa; Rashed, Ahmed M.; Dahy, Ahmed; Sayed, Marwa; Shamsedine, Ahmed W.; Mohamed, Bakeer; Hasan, Ahmad; Saad, Mahmoud M.; Bassit, Khalil Abdul; El‐Latif, Nadia Khalid Abd; Elzahed, Nada; El Kashash, Ahmed; Bekhet, Nada Mohamed; Hafez, Sarah; Gad, Ahmed; Maher, Mahmoud Elkhadragy; Elsameea, Ahmed Abd; Hafez, Mohamed; Sabe, Ahmad; Ahmed, Ataa; Shahine, Ahmed; Dawood, Khaled; Gaafar, Shireen; Husseiny, Reem; Aboelmagd, Omnia; Soliman, Ahmed; Mesbah, Nourhan; Emadeldin, Hossam; Al Meligy, Amgad; Bekhet, Amira Hassan; Hasan, Doaa; Alhady, Khaled; Sabe, Ahmad Khaled; Elnajjar, Mahmoud A.; Aboelella, Majed; Hamsho, Ward; Hassan, Ihab; Saad, Hala; Abdelazim, Galaleldin; Mahmoud, Hend; Wael, Noha; Kandil, Ahmedali M; Magdy, Ahmed; Elkholy, Shimaa Said; Adel, Badr Eldin; Dabbour, Kareem; Elsherbiney, Saged; Mattar, Omar; Abdrabou, Abdulshafi Khaled; Aly, Mohammed Yahia Mohamed; Geuoshy, Abdelrahman; Elnagar, Ahmedglal; Ahmed, Saraibrahim; Abdelmotaleb, Ibrahem; Saleh, Amr Ahmed; Saeed, Manar; Mahmoud, Shady; Tawfik, Badreldin Adel; Ismail, Samar Adel; Zakaria, Esraay; Gad, Mariam O.; Elhelbawy, Mohamed Salah; Bassem, Monica; Maraie, Noha; Elhadary, Nourhan Medhat; Semeda, Nourhan; Mohamed, Shaza Rabie; Bakry, Hesham Mohammed; Essam, AA; Tarek, Dina; Ashour, Khlood; Elhadad, Alaa; Abdel‐Aty, Abdulrahman; Rakha, Ibrahim; Matter, Sara Mamdouh; Abdelhamed, Rasha; Abdelkader, Omar; Hassaan, Ayat; Soliman, Yasmin; Mohamed, Amna; Ghanem, Sara; Farouk, Sara Amr Mohamed; Ibrahim, Eman Mohamed; El‐Taher, Esraa; Mostafa, Merna; Badr, Mohamed Fawzy Mahrous; Elsemelawy, Rofida; El‐Sawy, Aya; Bakr, Ahmad; Al Rafati, Ahmad Abdel Razaq; Saar, Sten; Reinsoo, Arvo; Talving, Peep; Seyoum, Nebyou; Worku, Tewodros; Fitsum, Agazi; Tolonen, Matti; Leppäniemi, Ari; Sallinen, Ville; Parmentier, Benoît; Peycelon, Matthieu; Irtan, Sabine; Dardenne, Sabrina; Robert, Elsa; Maillot, Betty; Courboin, Etienne; Arnaud, Alexis Pierre; Hascoet, Juliette; Abbo, Olivier; Kaci, Amir Ait; Prudhomme, Thomas; Ballouhey, Quentin; Grosos, Céline; Fourcade, Laurent; Cecilia, Tolg; Jean‐Francois, Colombani; Helene, Francois‐Coridon; Delforge, Xavier; Haraux, Elodie; Dousset, Bertrand; Schiavone, Roberto; Gaujoux, Sebastien; Marret, Jean‐Baptiste; Haffreingue, Aurore; Rod, Julien; Renaux‐Petel, Mariette; Lecompte, Jean‐François; Bréaud, Jean; Gastaldi, Pauline; Taieb, Chouikh; Claire, Raquillet; Anis, Echaieb; Bustangi, Nasir; Lopez, Manuel; Scalabre, Aurelien; Grella, Maria Giovanna; Mariani, Aurora; Podevin, Guillaume; Schmitt, Françoise; Hervieux, Erik; Broch, Aline; Muller, Cecile; Tabiri, Stephen; Kojo, Anyomih Theophilus Teddy; Bandoh, Dickson; Abantanga, Francis; Kyereh, Martin; Asumah, Hamza; Appiah, Eric Kofi; Wondoh, Paul; Gyedu, Adam; Dally, Charles; Agbedinu, Kwabena; Amoah, Michael; Yifieyeh, Abiboye; Owusu, Frank; Amoako‐Boateng, Mabel; Dayie, Makafui; Hagan, Richmond; Debrah, Sam; Ohene‐Yeboah, Micheal; Clegg‐Lampety, Joe‐Nat; Etwire, Victor; Dakubo, Jonathan; Essoun, Samuel; Bonney, William; Glover‐Addy, Hope; Osei‐Nketiah, Samuel; Amoako, Joachim; Adu‐Aryee, Niiarmah; Appeadu‐Mensah, William; Bediako‐Bowan, Antoinette; Dedey, Florence; Ekow, Mattew; Akatibo, Emmanuel; Yakubu, Musah; Kordorwu, Hope Edem Kofi; Asare‐Bediako, Kwasi; Tackie, Enoch; Aaniana, Kenneth; Acquah, Emmanuel; Opoku‐Agyeman, Richard; Avoka, Anthony; Kusi, Kwasi; Maison, Kwame; Gyamfi, Frank Enoch; Barnabas, Gandau Naa; Abdul‐Latif, Saiba; Amoako, Philip Taah; Davor, Anthony; Dassah, Victor; Dagoe, Enoch; Kwakyeafriyie, Prince; Akoto, Elliot; Ackom, Eric; Mensah, Ekow; Atkins, Ebenezer Takyi; Coompson, Christian Lari; Ivros, Nikolaos; Ferousis, Christoforos; Kalles, Vasileios; Agalianos, Christos; Kyriazanos, Ioannis; Barkolias, Christos; Tselos, Angelos; Tzikos, Georgios; Voulgaris, Evangelos; Lytras, Dimitrios; Bamicha, Athanasia; Psarianos, Kyriakos; Stefanopoulos, Anastasios; Patoulias, Ioannis; Sfougaris, Dimitrios; Valioulis, Ioannis; Balalis, Dimitrios; Korkolis, Dimitrios; Manatakis, Dimitrios K; Kyrou, Georgios; Karabelias, Georgios; Papaskarlatos, Iason‐Antonios; Konstantina, Kolonia; Zampitis, Nikolaos; Germanos, Stylianos; Papailia, Aspasia; Theodosopoulos, Theodosios; Gkiokas, Georgios; Mitroudi, Magdalini; Panteli, Christina; Feidantsis, Thomas; Farmakis, Konstantinos; Kyziridis, Dimitrios; Ioannidis, Orestis; Parpoudi, Styliani; Gemenetzis, Georgios; Parasyris, Stavros; Anthoulakis, Christos; Nikoloudis, Nikolaos; Margaritis, Michail; Aguilera‐Arevalo, Maria‐Lorena; Coyoy‐Gaitan, Otto; Rosales, Javier; Tale, Luis; Soley, Rafael; Barrios, Emmanuel; Rodriguez, Servio Tulio Torres; Galvez, Carlos Paz; Cruz, Danilo Herrera; Rosenberg, Guillermo Sanchez; Matheu, Alejandro; Cohen, David Monterroso; Paul, Marie; Charles, Angeline; Lam, Justin Chak Yiu; Yeung, Man Hon Andrew; Fok, Chi Ying Jacquelyn; Li, Ka Hin Gabriel; Lai, Anthony Chuk‐Him; Cheung, Yuk Hong Eric; Wong, Hong Yee; Leung, Ka Wai; Lee, Tien Seng Bryan; Lam, Wai Him; Dao, Weihei; Kwok, Stephanie Hiu‐wai; Chan, Tsz‐Yan Katie; Ng, Yung Kok; Mak, TWC; Liu, Qinyang; Foo, Chi Chung; Yang, James; Kumar, Basant; Bhatnagar, Ankur; Upadhyaya, Vijaid; Kumar, Sunil; Muddebihal, Uday; Dar, Wasim; Janardha, KC; Alexander, Philip; Aruldas, Neerav; Adella, Fidelis Jacklyn; Rulie, Anthonius Santoso; Iskandar, Ferdy; Setiawan, Jonny; Evajelista, Cicilia Viany; Natalie, Hani; Suyadi, Arlindawati; Gunawan, Rudy; Karismaningtyas, Herlin; Mata, Lusi Padma Sulistianingsih; Andika, Ferry Fitriya Ayu; Hasanah, Afifatun; Widiastini, T Ariani; Purwaningsih, Nurlaila Ayu; Mukin, Annisa Dewi Fitriana; Rahmah, Dina Faizatur; Nurqistan, Hazmi Dwinanda; Arsyad, Hasbi Maulana; Adhitama, Novia; Jeo, Wifanto Saditya; Sutandi, Nathania; Clarissa, Audrey; Gultom, Phebe Anggita; Billy, Matthew; Haloho, Andreass; Amandito, Radhian; Johanna, Nadya; Lee, Felix; Dorani, Radin Mohd Nurrahman Radin; Glynn, Martha; Alherz, Mohammad; Goh, Wennweoi; Shiwani, Haaris A.; Sproule, Lorraine; Conlon, Kevin C.; Bala, Miklosh; Kedar, Asaf; Turati, Luca; Bianco, Federica; Steccanella, Francesca; Gallo, Gaetano; Trompetto, Mario; Clerico, Giuseppe; Papandrea, Matteo; Sammarco, Giuseppe; Sacco, Rosario; Benevento, Angelo; Pata, Francesco; Giavarini, Luisa; Giglio, Mariano Cesare; Bucci, Luigi; Pagano, Gianluca; Sollazzo, Viviana; Peltrini, Roberto; Luglio, Gaetano; Birindelli, Arianna; Di Saverio, Salomone ;Tugnoli, Gregorio; Paludi, Miguel Angel; Mingrone, Pietro; Pata, Domenica; Selvaggi, Francesco; Selvaggi, Lucio; Pellino, Gianluca; Di Martino, Natale; Curletti, Gianluca; Aonzo, Paolo; Galleano, Raffaele; Berti, Stefano; Francone, Elisa; Boni, Silvia; Lorenzon, Laura; lo Conte, Annalisa; Balducci, Genoveffa; Confalonieri, Gianmaria; Pesenti, Giovanni; Gavagna, Laura; Vasquez, Giorgio; Targa, Simone; Occhionorelli, Savino; Andreotti, Dario; Pata, Giacomo; Armellini, Andrea; Chiesa, Deborah; Aquilino, Fabrizio; Chetta, Nicola; Picciariello, Arcangelo; Abdelkhalek, Mohamed; Belli, Andrea; De Franciscis, Silvia; Bigaran, Annamaria; Favero, Alessandro; Basso, Stefano M. M; Salusso, Paola; Perino, Martina; Mochet, Sylvie; Sasia, Diego; Riente, Francesco; Migliore, Marco; Merlini, David; Basilicò, Silvia; Corbellini, Carlo; Lazzari, Veronica; Macchitella, Yuri; Bonavina, Luigi; Angelieri, Daniele; Coletta, Diego; Falaschi, Federica; Catani, Marco; Reali, Claudia; Malavenda, Mariastella; Del Basso, Celeste; Ribaldi, Sergio; Coletti, Massimo; Natili, Andrea; Depalma, Norma; Iannone, Immacolata; Antoniozzi, Angelo; Rossi, Davide; Gui, Daniele; Perrotta, Gerardo; Ripa, Matteo; Giardino, Francesco Ruben; Foco, Maurizio; Vicario, Erika; Coccolini, Federico; Ansaloni, Luca; Nita, Gabriela Elisa; Leone, Nicoletta; Bondurri, Andrea; Maffioli, Anna; Simioni, Andrea; De Boni, Davide; Pasquali, Sandro; Goldin, Elena; Vendramin, Elena; Ciccioli, Eleonora; Tedeschi, Umberto; Bortolasi, Luca; Violi, Paola; Campagnaro, Tommaso; Conci, Simone; Lazzari, Giovanni; Iacono, Calogero; Gulielmi, Alfredo; Manfreda, Serena; Rinaldi, Anna; Ringressi, Maria Novella; Brunoni, Beatrice; Salamone, Giuseppe; Mangiapane, Mirko; De Marco, Paolino; La Brocca, Antonella; Tutino, Roberta; Silvestri, Vania; Licari, Leo; Fontana, Tommaso; Falco, Nicolò; Cocorullo, Gianfranco; Shalaby, Mostafa; Sileri, Pierpaolo; Arcudi, Claudio; Bsisu, Isam; Aljboor, Khaled; Abusalem, Lana; Alnusairat, Aseel; Qaissieh, Ahmad; Al‐Dakka, Emad; Ababneh, Ali; Halhouli, Oday; Yusufali, Taha; Mohammed, Hussein; Lando, Justus; Parker, Robert; Ndegwa, Wairimu; Jokubauskas, Mantas; Gribauskaite, Jolanta; Venskutonis, Donatas; Kuliavas, Justas; Dulskas, Audrius; Samalavicius, Narimantas E.; Jasaitis, Kristijonas; Parseliunas, Audrius; Nevieraite, Viktorija; Montrimaite, Margarita; Slapelyte, Evelina; Dainius, Edvinas; Riauka, Romualdas; Dambrauskas, Zilvinas; Subocius, Andrejus; Venclauskas, Linas; Gulbinas, Antanas; Bradulskis, Saulius; Kasputyte, Simona; Mikuckyte, Deimante; Kiudelis, Mindaugas; Zilinskas, Justas; Jankus, Tomas; Petrikenas, Steponas; Pažuskis, Matas; Urniežius, Zigmantas; Vilčinskas, Mantas; Banaitis, Vincas Jonas; Gaižauskas, Vytautas; Grisin, Edvard; Mazrimas, Povilas; Rackauskas, Rokas; Drungilas, Mantas; Lagunavicius, Karolis; Lipnickas, Vytautas; Majauskyté, Dovilè; Jotautas, Valdemaras; Abaliksta, Tomas; Uščinas, Laimonas; Simutis, Gintaras; Ladukas, Adomas; Danys, Donatas; Laugzemys, Erikas; Mikalauskas, Saulius; Poskus, Tomas; Sruogiene, Elena Zdanyte; Višinskas, Petras; Žilinskienė, Reda; Dragatas, Deividas; Burmistrovas, Andrius; Tverskis, Zygimantas; Vaicius, Arturas; Mazelyte, Ruta; Zadoroznas, Antanas; Kaselis, Nerijus; Žiubrytė, Greta; Rahantasoa, Finaritra Casimir Fleur Prudence; Samison, Luc Hervé; Rasoaherinomenjanahary, Fanjandrainy; Tolotra, Todisoa Emmanuella Christina; Mukuzunga, Cornelius; Msosa, Vanessa; Kwatiwani, Chimwemwe; Msiska, Nelson; Chai, Feng Yih; Asilah, Siti Mohd Desa; Syibrah, Khuzaimah Zahid; Chin, Pui Xin; Salleh, Afizah; Riswan, Nur Zulaika; Roslani, April Camilla; Chong, Hoong‐Yin; Aziz, Nora Abdul; Poh, Keat‐Seong; Chai, Chu‐Ann; Kumar, Sandip; Taher, Mustafa Mohammed; Kosai, Nik Ritza; Aziz, Dayang Nita Abdul; Rajan, Reynu; Julaihi, Rokayah; Jethwani, Durvesh Lacthman; Yahaya, Muhammad Taqiyuddin; Abdullah, Nik Azim Nik; Mathew, Susan Wndy; Chung, Kuet Jun; Nirumal, Milaksh Kumar; Tze, R. Goh Ern; Ali, Syed Abdul Wahhab Eusoffee Wan; Gan, Yiing Yee; Ting, Jesse Ron Swire; Sii, Samuel S. Y.; Koay, Kean Leong; Tan, Yi Koon; Cheah, Alvin Ee Zhiun; Wong, Chui Yee; Nur'Azmah Tuan Mat, Tuan; Chow, Crystal Yern Nee; Har, Prisca A. L.; Der, Yishan; Tew, Yong Yong; Henry, Fitjerald; Low, Xinwei; Neo, Ya Theng; Heng, Hian Ee; Kong, Shu Ning; Gan, Cheewei; Mok, Yi Ting; Tan, Yee Wen; Palayan, Kandasami; Tata, Mahadevan Deva; Cheong, Yih Jeng; Gunaseelan, Kuhaendran; 'Ain Wan Mohd Nasir, Wan Nurul; Yoganathan, Pigeneswaren; Lee, Eu Xian; Saw, Jian Er; Yeang, Li Jing; Koh, Pei Ying; Lim, Shyang Yee; Teo, Shuang Yi; Grech, Nicole; Magri, Daniela; Cassar, Kristina; Mizzi, Christine; Falzon, Malcolm; Shaikh, Nihaal; Scicluna, Ruth; Zammit, Stefan; Borg, Elaine; Mizzi, Sean; Brincat, Svetlana Doris; Tembo, Thelma; Le, Vu Thanh Hien; Grima, Tara; Sammut, Keith; Carabott, Kurt; Farrugia, Alexia; Zarb, Ciskje; Navarro, Andre; Dimech, Thea; Camilleri, Georgette Marie; Bertuello, Isaac; Dalli, Jeffrey; Bonavia, Karl; Corro‐Diaz, Samantha; Manriquez‐Reyes, Marisol; Medina, Antonio Ramos‐De; Abdelhamid, Amina; Hrora, Abdelmalek; Benammi, Sarah; Bachri, Houda; Abbouch, Meryem; Boukhal, Khaoula; Bennai, Redouane Mammar; Belkouchi, Abdelkader; Jabal, Mohamed Sobhi; Benyaiche, Chaymae; Vermaas, Maarten; Duinhouwer, Lucia; Pastora, Javier; Wood, Greta; Merlo, Maria Soledad; Ajao, Akinlabi; Ayandipo, Omobolaji; Lawal, Taiwo; Abdurrazzaaq, Abdussemiu; Alada, Muslimat; Nasir, Abdulrasheed; Adeniran, James; Habeeb, Olufemi; Popoola, Ademola; Adeyeye, Ademola; Adebanjo, Ademola; Adesanya, Opeoluwa; Adeniyi, Adewale; Mendel, Henry; Bello, Bashir; Muktar, Umar; Osinowo, Adedapo; Olajide, Thomas Olagboyega; Oshati, Oyindamola; Ihediwa, George; Adenekan, Babajide; Nwinee, Victor; Alakaloko, Felix; Ademuyiwa, Adesoji; Elebute, Olumide; Lawal, Abdulrazzaq; Bode, Chris; Olugbemi, Mojolaoluwa; Adesina, Alaba; Faturoti, Olubukola; Odutola, Oluwatomi; Adebola, Oluwaseyi; Onuoha, Clement; Taiwo, Ogechukwu; Williams, Omolara; Balogun, Fatai; Ajai, Olalekan; Oludara, Mobolaji; Njokanma, Iloba; Osuoji, Roland; Kache, Stephen; Ajah, Jonathan; Makama, Jerry; Adamu, Ahmed; Baba, Suleiman; Aliyu, Mohammad; Aliyu, Shamsudeen; Ukwenya, Yahaya; Aliyu, Halima; Sholadoye, Tunde; Daniyan, Muhammad; Ogunsua, Oluseyi; Anyanwu, Lofty‐John; Sheshe, Abdurrahaman; Mohammad, Aminu; Olori, Samson; Mshelbwala, Philip; Odeyemi, Babatunde; Samson, Garba; Timothy, Oyediran Kehinde; Samuel, Sani Ali; Ajiboye, Anthony; Adeyeye, Ademola; Amole, Isaac; Abiola, Olajide; Olaolorun, Akin; Søreide, Kjetil; Veen, Torhild; Kanani, Arezo; Styles, Kristian; Herikstad, Ragnar; Larsen, Johannes Wiik; Søreide, Jon Arne; Jensen, Elisabeth; Gran, Mads; Aahlin, Eirik Kjus; Gaarder, Tina; Monrad‐Hansen, Peter Wiel; Næss, Pål Aksel; Lauzikas, Giedrius; Wiborg, Joachim; Holte, Silje; Augestad, Knut Magne; Banipal, Gurpreet Singh; Monteleone, Michela; Moe, Thomas Tetens; Schultz, Johannes Kurt; Al‐taher, Taher; Hamdan, Ayah; Salman, Ayman; Saadeh, Rana; Musleh, Aseel; Jaradat, Dana; Abushamleh, Soha; Hanoun, Sakhaa; Qumbos, Amjad Abu; Hamarshi, Aseel; Taher, Ayman And; Qawasmi, Israa; Qurie, Khalid; Altarayra, Marwa; Ghannam, Mohammad; Shaheen, Alaa; Herebat, Azher; Abdelhaq, Aram; Shalabi, Ahmad; Abu‐toyour, Maram; Asi, Fatema; Shamasneh, Ala; Atiyeh, Anwar; Mustafa, Mousa; Zaa'treh, Rula; Dabboor, Majd; Alaloul, Enas; Baraka, Heba; Meqbil, Jehad; Al‐Buhaisi, Alaa; Elshami, Mohamedraed; Afana, Samah; Jaber, Sahar; Alyacoubi, Said; Abuowda, Yousef; Idress, Tasneem; Abuqwaider, Eman; Al‐saqqa, Sara; Bowabsak, Alaa; El Jamassi, Alaa; Hasanain, Doaa; Al‐farram, Hadeel; Salah, Maram; Firwana, Aya; Hamdan, Marwa; Awad, Israa; Ashour, Ahmad; Al Barrawi, Fayez Elian; Al‐khatib, Ahmed; Al‐faqawi, Maha; Fares, Mohamed; Elmashala, Amjad; Adawi, Mohammad; Adawi, Ihdaa; Khreishi, Reem; Khreishi, Rose; ashour, Ahmad; Ghaben, Ahed; Nadeem, Najwa; Saqlain, Muhammad; Abbasy, Jibran; Alvi, Abdul Rehman; Gala, Tanzeela; Shahzad, Noman; Bhopal, Kamran Faisal; Iftikhar, Zainab; Butt, Muhammad Talha; Asaat ul Razi, Syed; Ahmed, Asdaq; Niazi, Ali Khan; Raza, Ibrahim; Baluch, Fatima; Raza, Ahmed; Bani‐Sadar, Ahmad; Qureshi, Ahmad Uzair; Adil, Muhammad; Raza, Awais; Javaid, Mahnoor; Waqar, Muhammad; Khan, Maryam Ali; Arshad, Mohammad Mohsin; Amjad, Mohammadasim; Vega, Gustavo Miguel Machain; Cardozo, Jorge Torres; Roche, Marcelo O'Higgins; Servin, Gustavo Rodolfo Pertersen; Lohse, Helmut Alfredo Segovia; Lopez, Larissa Ines Páez; Cardozo, Ramón Augusto Melo; Espinoza, Fernando; Rojas, Angel David Pérez; Sanchez, Diana; Samaniego, Camila Sanchez; Torres, Shalon Guevara; Calua, Alexander Canta; Razuri, Cesar; Ortiz, Nadia; Rodriguez, Xianelle; Carrasco, Nahilia; Saravia, Fridiz; Miyasato, Hector Shibao; Valcarcel‐Saldaña, María; Bermúdez, Ysabel Esthefany Alejos; Carpio, Juan; Panez, Walter Ruiz; Orbegozo, Pedro Angel Toribio; Dueñas, Carolina Guzmán; Espinoza, Kevin Turpo; Barrantes, Ana Maria Sandoval; Bravo, Jorge Armando Chungui; Shu, Sebastian; Fuentes‐Rivera, Lorena; Fernández, Carmen; Romani, Diego; Málaga, Bárbara; Ye, Joselyn; Velasquez, Ricardo; Salcedo, Jannin; Contreras‐Vergara, Ana Lucia; Mejia, Angelica Genoveva Vergara; Montejo, Maria Soledad Gonzales; Salas, Marilia Del Carmen Escalante; Ticona, Willy Alcca; Vargas, Marvin; Sila, George Christian Manrique; Mas, Robinson; Pilar Paucar, Arazzelly; Velásquez, Armando José Román; Robledo‐Rabanal, Alina; Solis, Ludwing Alexander Zeta; Espinoza, Kenny Turpo; Hamaguchi, José Luis Hamasaki; Farfan, Erick Samuel Florez; Barrientos, Linda Alvi Madrid; Matta, Juan Jaime Herrera; Mora, John Jemuel V.; Redota, Menold Archee P.; Roxas, Manuel Francisco; Maño, Maria Jesusa B.; Parreno‐Sacdalan, Marie Dione; Lapitan, Marie Carmela; Almanon, Christel Leanne; Walędziak, Maciej; Roszkowski, Rafał; Janik, Michał; Lasek, Anna; Major, Piotr; Radkowiak, Dorota; Rubinkiewicz, Mateusz; Fernandes, Cristina; Costa‐Maia, Jose; Melo, Renato; Muntean, Liviu; Mironescu, Aurel Sandu; Vida, Lucian Corneliu; Kourdouli, Amar; Popa, Mariuca; Mircea, Hogea; Vartic, Mihaela; Diaconescu, Bogdan; Bratu, Matei Razvan; Negoi, Ionut; Beuran, Mircea; Ciubotaru, Cezar; Ingabire, J. C Allen; Mutabazi, Alphonse Zeta; Uzabumwana, Norbert; Duhoranenayo, Dieudonne; Jovine, Elio; Zanini, Nicola; Landolfo, Giovanni; Aljiffry, Murad; Idris, Faisal; Alghamdi, Mohammed Saleh A.; Maghrabi, Ashraf; Altaf, Abdulmalik; Alkaaki, Aroub; Khoja, Ahmad; Nawawi, Abrar; Turkustani, Sondos; Khalifah, Eyad; Gudal, Ahmad; Albiety, Adel; Sahel, Sarah; Alshareef, Reham; Alzahrani, Mohammed Najjar Ahmed; Alghamdi, Ahmed; Alhazmi, Wedyan; Al Saied, Ghiath; Alamoudi, Mohammed; Riaz, Muhammed Masood; Hassanain, Mazen; Alhassan, Basmah; Altamimi, Abdullah; Alyahya, Reem; Al Subaie, Norah; Al Bastawis, Fatema; Altamimi, Afnan; Nouh, Thamer; Khan, Roaa; Radojkovic, Milan; Jeremic, Ljiljana; Nestorovic, Milica; Law, Jia Hao; Tan, Keith Say Kwang; Tan, Ryan Choon Kiat; Tan, Joel Kin; Joel, Lau Wen Liang; Lieske, Bettina; Chan, Xue Wei; Leong, Faith Qi Hui; Chong, Choon Seng; Koh, Sharon; Lee, Kai Yin; Lee, Kuok Chung; Pluke, Kent; Dedekind, Britta; Nashidengo, Puyearashid; Hampton, Mark Ian; Joosten, Johanna; Sobnach, Sanju; Roodt, Liana; Sander, Anthony; Pape, James; Spence, Richard; Maistry, Niveshni; Ndwambi, Phumudzo; Kinandu, Kamau; Tun, Myint; Du Toit, Frederick; Ellison, Quinn; Burger, Sule; Grobler, DC; Khulu, Lawrence Bongani; Moore, Rachel; Jennings, Vicky; Leusink, Astrid; Kariem, Nazmie; Gouws, Juan; Chu, Kathryn; Bougard, Heather; Noor, Fazlin; Dell, Angela; Rayne, Sarah; Van Straten, Stephanie; Khamajeet, Arvin; Tshisola, Serge Kapenda; Kabongo, Kalangu; Kong, Victor; Moodley, Yoshan; Anderson, Frank; Madiba, Thandinkosi; Plooy, Flip; Hartford, Leila; Chilton, Gareth; Karjiker, Parveen; Mabitsela, Matlou Ernest; Ndlovu, Sibongile Ruth; Badicel, Maria; Jaich, Robert; Ruiz‐Tovar, Jaime; Garcia‐Florez, Luis; Otero‐Díez, Jorge L.; Pérez, Virginia Ramos; Suárez, Nuria Aguado; García, Javier Minguez; Moreno, Sara Corral; Collado, Maria Vicenta; Carneros, Virginia Jiménez; Septiem, Javier García; Gonzalez, Mariana; Picardo, Antonio; Esteban, Enrique; Ferrero, Esther; Ortega, Irene; Espin‐Basany, Eloy; Blanco‐Colino, Ruth; Andriola, Valeria; García, Lorena Solar; Contreras, Elisa; Bernardo, Carmen García; Pagnozzi, Janet; Sanz, Sandra; León, Alberto Miyar; Dorismé, Asnel; Rodicio, Joseluis; Suarez, Aida; Stuva, Jessica; Vico, Tamara Diaz; Fernandez‐Vega, Laura; Soldevila‐Verdeguer, Carla; Sena‐Ruiz, Fatima; Pujol‐Cano, Natalia; Diaz‐Jover, Paula; Garcia‐Perez, José Maria; Segura‐Sampedro, Juan Jose; Pineño‐Flores, Cristina; Ambrona‐Zafra, David; Craus‐Miguel, Andrea; Jimenez‐Morillas, Patricia; Mazzella, Angela; Jayathilake, A. B; Thalgaspitiya, S. P. B; Wijayarathna, L. S.; Wimalge, P. M. S. N.; Sanni, Hakeem Ayomi; Ndajiwo, Aliyu; Okenabirhie, Ogheneochuko; Homeida, Anmar; Younis, Abobaker; Omer, Omer Abdelbagi; Abdulaziz, Mustafa; Mussad, Ali; Adam, Ali; Cengiz, Yucel; Björklund, Ida; Ahlqvist, Sandra; Ahlqvist, Sandra; Thorell, Anders; Wogensen, Fredrik; Sokratous, Arestis; Breistrand, Michaela; Thorarinsdottir, Hildur; Sigurdadottir, Johanna; Nikberg, Maziar; Chabok, Abbas; Hjertberg, Maria; Elbe, Peter; Saraste, Deborah; Rutkowski, Wiktor; Forlin, Louise; Niska, Karoliina; Sund, Malin; Oswald, Dennis; Peros, Georgios; Bluelle, Rafael; Reinisch, Katharina; Frey, Daniel; Palma, Adrian; Raptis, Dimitri Aristotle; Zumbühl, Lucius; Zuber, Markus; Schmid, Roger; Werder, Gabriela; Nocito, Antonio; Gerosa, Alexandra; Mahanty, Silke; Widmer, Lukas Werner; Müller, Julia; Gübeli, Alissa; Zuk, Grzegorz; Gulcicek, Osman Bilgin; Altinel, Yuksel; Vartanoglu, Talar; Kose, Emin; Karahan, Servet Rustu; Aydin, Mehmet Can; Sahbaz, Nuri Alper; Halicioglu, Ilkay; Alis, Halil; Sapci, Ipek; Adıyaman, Can; Pektaş, Ahmet Murat; Cengiz, Turgut Bora; Tansoker, Ilkan; Işler, Vedatcan; Cevik, Muazzez; Mutlu, Deniz; Ozben, Volkan; Ozmen, Berk Baris; Bayram, Sefa; Yolcu, Sinem; Kobal, Berna Buse; Toto, Ömer Faruk; Çakaloğlu, Haluk Cem; Karabulut, Kagan; Mutlu, Vahit; Ozkan, Bahar Busra; Celik, Saban; Semiz, Anil; Bodur, Selim; Gül, Enisburak; Murutoglu, Busra; Yildirim, Reyyan; Baki, Bahadir Emre; Arslan, Ekin; Ulusahin, Mehmet; Guner, Ali; Walker, Nathan; Shrimanker, Nikhita; Stoddart, Michael; Cole, Simon; Breslin, Ryan; Srinivasan, Ravi; Elshaer, Mohamed; Hunter, Kristina; Al‐Bahrani, Ahmed; Liew, Ignatius; Mairs, Nora Grace; Rocke, Alistair; Dick, Lachlan; Qureshi, Mobeen; Chowdhury, Debkumar; Wright, Naomi; Skerritt, Clare; Kufeji, Dorothy; Ho, Adrienne; Dissanayake, Tharindra; Tennakoon, Athula; Ali, Wadah; Lim, Shujing Jane; Tan, Charlene; O'Neill, Stephen; Jones, Catrin; Knight, Stephen; Nassif, Dima; Sharma, Abhishek; Warren, Oliver; White, Rebecca; Mehdi, Aia; Post, Nathan; Kalakouti, Eliana; Dashnyam, Enkhbat; Stourton, Frederick; Mykoniatis, Ioannis; Currow, Chelise; Wong, Francisca; Gupta, Ashish; Shatkar, Veeranna; Luck, Joshua; Kadiwar, Suraj; Smedley, Alexander; Wakefield, Rebecca; Herrod, Philip; Blackwell, James; Lund, Jonathan; Cohen, Fraser; Bandi, Ashwath; Giuliani, Stefano; Bond‐Smith, Giles; Pezas, Theodore; Farhangmehr, Neda; Urbonas, Tomas; Perenyei, Miklos; Ireland, Philip; Blencowe, Natalie; Bowling, Kirk; Bunting, David; Longstaff, Lydia; Smart, Neil; Keogh, Kenneth; Jeon, Hyunjin; Iqbal, Muhammad Rafaih; Khosla, Shivun; Jeffery, Anna; Perera, James; Teasdale, Ella; Ibrahem, Ahmad Aboelkassem; Alhammali, Tariq; Salama, Yahya; Kabariti, Rakan; Oram, Shaun; Kidd, Thomas; Cullen, Fraser; Owen, Christopher; Wilson, Michael; Chiu, Seehui; Sarafilovic, Hannah; Ploski, Jennifer; Evans, Elizabeth; Abbas, Athar; Kamya, Sylvia; Ishak, Norzawani; Bisset, Carly; Andress, Cedar; Chin, Ye Ru; Patel, Priya; Evans, David; Jeffery, Anna; Perera, James; Haslegrave, Aidan; Boggon, Adam; Laurie, Kirsten; Connor, Katie; Mann, Thomas; Nepogodiev, Dmitri; Mansuri, Anahita; Davies, Rachel; Griffiths, Ewen; Shahbaz, Aized Raza; Eng, Calvin; Din, Farhat; L'Heveder, Ariadne; Park, Esther H. G.; Ravishankar, Ramanish; McIntosh, Kirsten; Yau, Jih Dar; Chan, Luke; McGarvie, Susan; Tang, Lingshan; Lim, Hui; Yap, Suhhuey; Park, Jay; Ng, Zhan Herr; Mirza, Shahrukh; Ang, Yun Lin; Walls, Luke; Teasdale, Ella; Roy, Chloe; Paterson‐Brown, Simon; Camilleri‐Brennan, Julian; Mclean, Kenneth; D'Souza, Michelle S; Pronin, Savva; Henshall, David Ewart; Ter, Eunice Zuling; Fouad, Dina; Minocha, Ashish; English, William; Morgan, Catrin; Townsend, Dominic; Maciejec, Laura; Mahdi, Shareef; Akpenyi, Onyinye; Hall, Elisabeth; Caydiid, Hanaan; Rob, Zakaria; Abbott, Tom; Torrance, Hew D; Irwin, Gareth; Johnston, Robin; Gani, Mohammed Akil; Gravante, Gianpiero; Rajmohan, Shivanchan; Majid, Kiran; Dindyal, Shiva; Smith, Christopher; Palliyil, Madanmohan; Patel, Sanjay; Nicholson, Luke; Harvey, Neil; Baillie, Katie; Shillito, Sam; Kershaw, Suzanne; Bamford, Rebecca; Orton, Peter; Reunis, Elke; Tyler, Robert; Soon, Wai Cheong; Jama, Guled M.; Dhillon, Dharminder; Patel, Khyati; Nanthakumaran, Shayanthan; Heard, Rachel; Chen, Kar Yan; Barmayehvar, Behrad; Datta, Uttaran; Kamarajah, Sivesh K; Karandikar, Sharad; Tani, Sobhana Iftekhar; Monaghan, Eimear; Donnelly, Philippa; Walker, Michael; Parakh, Jehangirshaw; Blacker, Sarah; Kaul, Anil; Paramasivan, Arjun; Farag, Sameh; Nessa, Ashrafun; Awadallah, Salwa; Lim, Jieqi; Ng, James Chean Khun; Gash, Katherine; Kiran, Ravi P.; Murray, Alice; Etchill, Eric; Dasari, Mohini; Puyana, Juan; Haddad, Nadeem; Zielinski, Martin; Choudhry, Asad; Caliman, Celeste; Beamon, Mieshia; Duane, Therese; Narayanan, Ragavan; Swaroop, Mamta; Myers, Jonathan; Deal, Rebecca; Schadde, Erik; Hemmila, Mark; Napolitano, Lena; To, Kathleen; Makupe, Alex; Musowoya, Joseph; Maimbo, Mayaba; Van Der Naald, Niels; Kumwenda, Dayson; Reece‐Smith, Alex; Otten, Kars; Verbeek, Anna; Prins, Marloes; Suarez, Alibeth Andres Baquero; Balmaceda, Ruben; Deane, Chelsea; Dijan, Emilio; Elfiky, Mahmoud; Koskenvuo, Laura; Thollot, Aurore; Limoges, Bernard; Capito, Carmen; Alexandre, Challine; Kotobi, Henri; Leroux, Julien; Rod, Julien; Pinnagoda, Kalitha; Henric, Nicolas; Azzis, Olivier; Rosello, Olivier; Francois, Poddevin; Etienne, Sara; Buisson, Philippe; Hmila, Sophian; Clegg‐Lamptey, Joe‐Nat; Imoro, Osman; Abem, Owusu Emmanuel; Wondoh, Paul; Papageorgiou, Dimitrios; Soulou, Vasiliki; Asturias, Sabrina; Peña, Lenin; Kumar, Basant; O'Connor, Donal B; Luc, Alberto Realis; Russo, Alfio Alessandro; Ruzzenente, Andrea; Taddei, Antonio; Cona, Camilla; Bottini, Corrado; Pascale, Giovanni; Rotunno, Giuseppe; Solaini, Leonardo; Pascale, Marco Maria; Notarnicola, Margherita; Corbellino, Mario; Sacco, Michele; Ubiali, Paolo; Cautiero, Roberto; Bocchetti, Tommaso; Muzio, Elena; Guglielmo, Vania; Morandi, Eugenio; Mao, Patrizio; De Luca, Emilia; Notarnicola, Margherita; Ali, Farah Mahmoud; Žilinskas, Justas; Strupas, Kestutis; Kondrotas, Paulius; Baltrunas, Robertas; Kutkevicius, Juozas; Ignatavicius, Povilas; Tan, Choy Ling; Siaw, Jia Yng; Yam, Sir Young; Wilson, Ling; Aziz, Mohamed Rezal Abdul; Bondin, John; Zorrilla, Carmina Diaz; Majbar, Anass; Sale, Danjuma; Abdullahi, Lawal; Osagie, Olabisi; Faboya, Omolara; Fatuga, Adedeji; Taiwo, Agboola; Nwabuoku, Emeka; Bliksøen, Marte; Khan, Zain Ali; Coronel, Jazmin; Miranda, Cesar; Vasquez, Idelso; Helguero‐Santin, Luis M.; Rickard, Jennifer; Mironescu, Aurel; Adedeji, Adesina; Alqahtani, Saleh; Rath, Max; Van Niekerk, Michael; Koto, Modise Zacharia; Matos‐Puig, Roel; Israelsson, Leif; Schuetz, Tobias; Yuksek, Mahmut Arif; Mericliler, Meric; Uluşahin, Mehmet; Wolf, Bernhard; Fairfield, Cameron; Yong, Guo Liang; Whitehurst, Katharine; Wilson, Michael; Redgrave, Natalie; Musyoka, Caroluce K; Olivier, James; Lee, Kathryn; Cox, Michael; Farhan‐Alanie, Muhamed M H; Callan, Rory; Chibuye, Chali; Ali, Tebian Hassanein Ahmed; Rekhis, Syrine; Rommaneh, Muna; Halhouli, Oday; Sam, Zi Hao; Chen, Jacky Hong Chieh; Roi, Dylan; Ismaïl, Lawani; Kalles, Vasileios; Pata, Francesco; Nita, Gabriela Elisa; Coccolini, Federico; Ansaloni, Luca; Pugliesi, Thays Brunelli; Pardo, Gabriel; Blanco, Ruth; Escobar, Eugenio Grasset
2019-01-01
Abstract
Background: End colostomy rates following colorectal resection vary across institutions in high-income settings, being influenced by patient, disease, surgeon and system factors. This study aimed to assess global variation in end colostomy rates after left-sided colorectal resection. Methods: This study comprised an analysis of GlobalSurg-1 and-2 international, prospective, observational cohort studies (2014, 2016), including consecutive adult patients undergoing elective or emergency left-sided colorectal resection within discrete 2-week windows. Countries were grouped into high-, middle-and low-income tertiles according to the United Nations Human Development Index (HDI). Factors associated with colostomy formation versus primary anastomosis were explored using a multilevel, multivariable logistic regression model. Results: In total, 1635 patients from 242 hospitals in 57 countries undergoing left-sided colorectal resection were included: 113 (6·9 per cent) from low-HDI, 254 (15·5 per cent) from middle-HDI and 1268 (77·6 percent) from high-HDI countries. There was a higher proportion of patients with perforated disease (57·5, 40·9 and 35·4 per cent; P < 0·001) and subsequent use of end colostomy (52·2, 24·8 and 18·9 per cent; P < 0·001) in low-compared with middle-and high-HDI settings. The association with colostomy use in low-HDI settings persisted (odds ratio (OR) 3·20, 95 per cent c.i. 1·35 to 7·57; P = 0·008) after risk adjustment for malignant disease (OR 2·34, 1·65 to 3·32; P < 0·001), emergency surgery (OR 4·08, 2·73 to 6·10; P < 0·001), time to operation at least 48 h (OR 1·99, 1·28 to 3·09; P = 0·002) and disease perforation (OR 4·00, 2·81 to 5·69; P < 0·001). Conclusion: Global differences existed in the proportion of patients receiving end stomas after left-sided colorectal resection based on income, which went beyond case mix alone.
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Il report seguente simula gli indicatori relativi alla propria produzione scientifica in relazione alle soglie ASN 2023-2025 del proprio SC/SSD. Si ricorda che il superamento dei valori soglia (almeno 2 su 3) è requisito necessario ma non sufficiente al conseguimento dell'abilitazione. La simulazione si basa sui dati IRIS e sugli indicatori bibliometrici alla data indicata e non tiene conto di eventuali periodi di congedo obbligatorio, che in sede di domanda ASN danno diritto a incrementi percentuali dei valori. La simulazione può differire dall'esito di un’eventuale domanda ASN sia per errori di catalogazione e/o dati mancanti in IRIS, sia per la variabilità dei dati bibliometrici nel tempo. Si consideri che Anvur calcola i valori degli indicatori all'ultima data utile per la presentazione delle domande. La presente simulazione è stata realizzata sulla base delle specifiche raccolte sul tavolo ER del Focus Group IRIS coordinato dall’Università di Modena e Reggio Emilia e delle regole riportate nel DM 589/2018 e allegata Tabella A. Cineca, l’Università di Modena e Reggio Emilia e il Focus Group IRIS non si assumono alcuna responsabilità in merito all’uso che il diretto interessato o terzi faranno della simulazione. Si specifica inoltre che la simulazione contiene calcoli effettuati con dati e algoritmi di pubblico dominio e deve quindi essere considerata come un mero ausilio al calcolo svolgibile manualmente o con strumenti equivalenti.