Predicting attitudinal and behavioral responses to COVID-19 pandemic using machine learning
Date
31/07/2022Author
Keywords
Metadata
Show full item recordAltmetrics Handle Statistics
Altmetrics DOI Statistics
Abstract
At the beginning of 2020, COVID-19 became a global problem. Despite all the efforts to emphasize the relevance of preventive measures, not everyone adhered to them. Thus, learning more about the characteristics determining attitudinal and behavioral responses to the pandemic is crucial to improving future interventions. In this study, we applied machine learning on the multi-national data collected by the International Collaboration on the Social and Moral Psychology of COVID-19 (N = 51,404) to test the predictive efficacy of constructs from social, moral, cognitive, and personality psychology, as well as socio-demographic factors, in the attitudinal and behavioral responses to the pandemic. The results point to several valuable insights. Internalized moral identity provided the most consistent predictive contribution—individuals perceiving moral traits as central to their self-concept reported higher adherence to preventive measures. Similar was found for morality as cooperation, symbolized moral identity, self-control, open-mindedness, collective narcissism, while the inverse relationship was evident for the endorsement of conspiracy theories. However, we also found a non-negligible variability in the explained variance and predictive contributions with respect to macro-level factors such as the pandemic stage or cultural region. Overall, the results underscore the importance of morality-related and contextual factors in understanding adherence to public health recommendations during the pandemic.
Citation
Pavlović , T , Azevedo , F , De , K , Riaño-Moreno , J C , Maglić , M , Gkinopoulos , T , Donnelly-Kehoe , P A , Payán-Gómez , C , Huang , G , Kantorowicz , J , Birtel , M D , Schönegger , P , Capraro , V , Santamaría-García , H , Yucel , M , Ibanez , A , Rathje , S , Wetter , E , Stanojević , D , van Prooijen , J-W , Hesse , E , Elbaek , C T , Franc , R , Pavlović , Z , Mitkidis , P , Cichocka , A , Gelfand , M , Alfano , M , Ross , R M , Sjåstad , H , Nezlek , J B , Cislak , A , Lockwood , P , Abts , K , Agadullina , E , Amodio , D M , Apps , M A J , Aruta , J J B , Besharati , S , Bor , A , Choma , B , Cunningham , W , Ejaz , W , Farmer , H , Findor , A , Gjoneska , B , Gualda , E , Huynh , T L D , Imran , M A , Israelashvili , J , Kantorowicz-Reznichenko , E , Krouwel , A , Kutiyski , Y , Laakasuo , M , Lamm , C , Levy , J , Leygue , C , Lin , M-J , Mansoor , M S , Marie , A , Mayiwar , L , Mazepus , H , McHugh , C , Olsson , A , Otterbring , T , Packer , D , Palomäki , J , Perry , A , Petersen , M B , Puthillam , A , Rothmund , T , Schmid , P C , Stadelmann , D , Stoica , A , Stoyanov , D , Stoyanova , K , Tewari , S , Todosijević , B , Torgler , B , Tsakiris , M , Tung , H H , Umbreș , R G , Vanags , E , Vlasceanu , M , Vonasch , A J , Zhang , Y , Abad , M , Adler , E , Mdarhri , H A , Antazo , B , Ay , F C , Ba , M E H , Barbosa , S , Bastian , B , Berg , A , Białek , M , Bilancini , E , Bogatyreva , N , Boncinelli , L , Booth , J E , Borau , S , Buchel , O , de Carvalho , C F , Celadin , T , Cerami , C , Chalise , H N , Cheng , X , Cian , L , Cockcroft , K , Conway , J , Córdoba-Delgado , M A , Crespi , C , Crouzevialle , M , Cutler , J , Cypryańska , M , Dabrowska , J , Davis , V H , Minda , J P , Dayley , P N , Delouvée , S , Denkovski , O , Dezecache , G , Dhaliwal , N A , Diato , A , Paolo , R D , Dulleck , U , Ekmanis , J , Etienne , T W , Farhana , H H , Farkhari , F , Fidanovski , K , Flew , T , Fraser , S , Frempong , R B , Fugelsang , J , Gale , J , García-Navarro , E B , Garladinne , P , Gray , K , Griffin , S M , Gronfeldt , B , Gruber , J , Halperin , E , Herzon , V , Hruška , M , Hudecek , M F C , Isler , O , Jangard , S , Jørgensen , F , Keudel , O , Koppel , L , Koverola , M , Kunnari , A , Leota , J , Lermer , E , Li , C , Longoni , C , McCashin , D , Mikloušić , I , Molina-Paredes , J , Monroy-Fonseca , C , Morales-Marente , E , Moreau , D , Muda , R , Myer , A , Nash , K , Nitschke , J P , Nurse , M S , de Mello , V O , Palacios-Galvez , M S , Palomäki , J , Pan , Y , Papp , Z , Pärnamets , P , Paruzel-Czachura , M , Perander , S , Pitman , M , Raza , A , Rêgo , G G , Robertson , C , Rodríguez-Pascual , I , Saikkonen , T , Salvador-Ginez , O , Sampaio , W M , Santi , G C , Schultner , D , Schutte , E , Scott , A , Skali , A , Stefaniak , A , Sternisko , A , Strickland , B , Strickland , B , Thomas , J P , Tinghög , G , Traast , I J , Tucciarelli , R , Tyrala , M , Ungson , N D , Uysal , M S , Van Rooy , D , Västfjäll , D , Vieira , J B , von Sikorski , C , Walker , A C , Watermeyer , J , Willardt , R , Wohl , M J A , Wójcik , A D , Wu , K , Yamada , Y , Yilmaz , O , Yogeeswaran , K , Ziemer , C-T , Zwaan , R A , Boggio , P S , Whillans , A , Van Lange , P A M , Prasad , R , Onderco , M , O'Madagain , C , Nesh-Nash , T , Laguna , O M , Kutiyski , Y , Kubin , E , Gümren , M , Fenwick , A , Ertan , A S , Bernstein , M J , Amara , H & Van Bavel , J J 2022 , ' Predicting attitudinal and behavioral responses to COVID-19 pandemic using machine learning ' , PNAS Nexus , vol. 1 , no. 3 , pgac093 . https://doi.org/10.1093/pnasnexus/pgac093
Publication
PNAS Nexus
Status
Peer reviewed
ISSN
2752-6542Type
Journal article
Rights
Copyright © The Author(s) 2022. Published by Oxford University Press on behalf of National Academy of Sciences. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
Collections
Items in the St Andrews Research Repository are protected by copyright, with all rights reserved, unless otherwise indicated.
Related items
Showing items related by title, author, creator and subject.
-
The 13th data release of the Sloan Digital Sky Survey : first spectroscopic data from the SDSS-IV Survey MApping Nearby Galaxies at Apache Point Observatory
Albareti, Franco D.; Prieto, Carlos Allende; Almeida, Andres; Anders, Friedrich; Anderson, Scott; Andrews, Brett H.; Aragón-Salamanca, Alfonso; Argudo-Fernández, Maria; Armengaud, Eric; Aubourg, Eric; Avila-Reese, Vladimir; Badenes, Carles; Bailey, Stephen; Barbuy, Beatriz; Barger, Kat; Barrera-Ballesteros, Jorge; Bartosz, Curtis; Basu, Sarbani; Bates, Dominic; Battaglia, Giuseppina; Baumgarten, Falk; Baur, Julien; Bautista, Julian; Beers, Timothy C.; Belfiore, Francesco; Bershady, Matthew; Lis, Sara Bertran de; Bird, Jonathan C.; Bizyaev, Dmitry; Blanc, Guillermo A.; Blanton, Michael; Blomqvist, Michael; Bolton, Adam S.; Borissova, J.; Bovy, Jo; Brandt, William Nielsen; Brinkmann, Jonathan; Brownstein, Joel R.; Bundy, Kevin; Burtin, Etienne; Busca, Nicolás G.; Chavez, Hugo Orlando Camacho; Díaz, M. Cano; Cappellari, Michele; Carrera, Ricardo; Chen, Yanping; Cherinka, Brian; Cheung, Edmond; Chiappini, Cristina; Chojnowski, Drew; Chuang, Chia-Hsun; Chung, Haeun; Cirolini, Rafael Fernando; Clerc, Nicolas; Cohen, Roger E.; Comerford, Julia M.; Comparat, Johan; Nascimento, Janaina Correa do; Cousinou, Marie-Claude; Covey, Kevin; Crane, Jeffrey D.; Croft, Rupert; Cunha, Katia; Darling, Jeremy; Jr., James W. Davidson; Dawson, Kyle; Costa, Luiz Da; Ilha, Gabriele Da Silva; Machado, Alice Deconto; Delubac, Timothée; Lee, Nathan De; Macorra, Axel De la; Torre, Sylvain De la; Diamond-Stanic, Aleksandar M.; Donor, John; Downes, Juan Jose; Drory, Niv; Du, Cheng; Bourboux, Hélion Du Mas des; Dwelly, Tom; Ebelke, Garrett; Eigenbrot, Arthur; Eisenstein, Daniel J.; Elsworth, Yvonne P.; Emsellem, Eric; Eracleous, Michael; Escoffier, Stephanie; Evans, Michael L.; Falcón-Barroso, Jesús; Fan, Xiaohui; Favole, Ginevra; Fernandez-Alvar, Emma; Fernandez-Trincado, J. G.; Feuillet, Diane; Fleming, Scott W.; Font-Ribera, Andreu; Freischlad, Gordon; Frinchaboy, Peter; Fu, Hai; Gao, Yang; Garcia, Rafael A.; Garcia-Dias, R.; Garcia-Hernández, D. A.; Pérez, Ana E. Garcia; Gaulme, Patrick; Ge, Junqiang; Geisler, Douglas; Gillespie, Bruce; Marin, Hector Gil; Girardi, Léo; Goddard, Daniel; Chew, Yilen Gomez Maqueo; Gonzalez-Perez, Violeta; Grabowski, Kathleen; Green, Paul; Grier, Catherine J.; Grier, Thomas; Guo, Hong; Guy, Julien; Hagen, Alex; Hall, Matt; Harding, Paul; Harley, R. E.; Hasselquist, Sten; Hawley, Suzanne; Hayes, Christian R.; Hearty, Fred; Hekker, Saskia; Toledo, Hector Hernandez; Ho, Shirley; Hogg, David W.; Holley-Bockelmann, Kelly; Holtzman, Jon A.; Holzer, Parker H.; Hu, Jian; Huber, Daniel; Hutchinson, Timothy Alan; Hwang, Ho Seong; Ibarra-Medel, Héctor J.; Ivans, Inese I.; Ivory, KeShawn; Jaehnig, Kurt; Jensen, Trey W.; Johnson, Jennifer A.; Jones, Amy; Jullo, Eric; Kallinger, T.; Kinemuchi, Karen; Kirkby, David; Klaene, Mark; Kneib, Jean-Paul; Kollmeier, Juna A.; Lacerna, Ivan; Lane, Richard R.; Lang, Dustin; Laurent, Pierre; Law, David R.; Leauthaud, Alexie; Goff, Jean-Marc Le; Li, Chen; Li, Cheng; Li, Niu; Li, Ran; Liang, Fu-Heng; Liang, Yu; Lima, Marcos; Lin, Lihwai; Lin, Lin; Lin, Yen-Ting; Liu, Chao; Long, Dan; Lucatello, Sara; MacDonald, Nicholas; MacLeod, Chelsea L.; Mackereth, J. Ted; Mahadevan, Suvrath; Maia, Marcio Antonio Geimba; Maiolino, Roberto; Majewski, Steven R.; Malanushenko, Olena; Malanushenko, Viktor; Mallmann, Nícolas Dullius; Manchado, Arturo; Maraston, Claudia; Marques-Chaves, Rui; Valpuesta, Inma Martinez; Masters, Karen L.; Mathur, Savita; McGreer, Ian D.; Merloni, Andrea; Merrifield, Michael R.; Meszáros, Szabolcs; Meza, Andres; Miglio, Andrea; Minchev, Ivan; Molaverdikhani, Karan; Montero-Dorta, Antonio D.; Mosser, Benoit; Muna, Demitri; Myers, Adam; Nair, Preethi; Nandra, Kirpal; Ness, Melissa; Newman, Jeffrey A.; Nichol, Robert C.; Nidever, David L.; Nitschelm, Christian; O’Connell, Julia; Oravetz, Audrey; Oravetz, Daniel J.; Pace, Zachary; Padilla, Nelson; Palanque-Delabrouille, Nathalie; Pan, Kaike; Parejko, John; Paris, Isabelle; Park, Changbom; Peacock, John A.; Peirani, Sebastien; Pellejero-Ibanez, Marcos; Penny, Samantha; Percival, Will J.; Percival, Jeffrey W.; Perez-Fournon, Ismael; Petitjean, Patrick; Pieri, Matthew; Pinsonneault, Marc H.; Pisani, Alice; Prada, Francisco; Prakash, Abhishek; Price-Jones, Natalie; Raddick, M. Jordan; Rahman, Mubdi; Raichoor, Anand; Rembold, Sandro Barboza; Reyna, A. M.; Rich, James; Richstein, Hannah; Ridl, Jethro; Riffel, Rogemar A.; Riffel, Rogério; Rix, Hans-Walter; Robin, Annie C.; Rockosi, Constance M.; Rodríguez-Torres, Sergio; Rodrigues, Thaíse S.; Roe, Natalie; Lopes, A. Roman; Román-Zúñiga, Carlos; Ross, Ashley J.; Rossi, Graziano; Ruan, John; Ruggeri, Rossana; Runnoe, Jessie C.; Salazar-Albornoz, Salvador; Salvato, Mara; Sanchez, Sebastian F.; Sanchez, Ariel G.; Sanchez-Gallego, José R.; Santiago, Basílio Xavier; Schiavon, Ricardo; Schimoia, Jaderson S.; Schlafly, Eddie; Schlegel, David J.; Schneider, Donald P.; Schönrich, Ralph; Schultheis, Mathias; Schwope, Axel; Seo, Hee-Jong; Serenelli, Aldo; Sesar, Branimir; Shao, Zhengyi; Shetrone, Matthew; Shull, Michael; Aguirre, Victor Silva; Skrutskie, M. F.; Slosar, Anže; Smith, Michael; Smith, Verne V.; Sobeck, Jennifer; Somers, Garrett; Souto, Diogo; Stark, David V.; Stassun, Keivan G.; Steinmetz, Matthias; Stello, Dennis; Bergmann, Thaisa Storchi; Strauss, Michael A.; Streblyanska, Alina; Stringfellow, Guy S.; Suarez, Genaro; Sun, Jing; Taghizadeh-Popp, Manuchehr; Tang, Baitian; Tao, Charling; Tayar, Jamie; Tembe, Mita; Thomas, Daniel; Tinker, Jeremy; Tojeiro, Rita; Tremonti, Christy; Troup, Nicholas; Trump, Jonathan R.; Unda-Sanzana, Eduardo; Valenzuela, O.; Bosch, Remco Van den; Vargas-Magaña, Mariana; Vazquez, Jose Alberto; Villanova, Sandro; Vivek, M.; Vogt, Nicole; Wake, David; Walterbos, Rene; Wang, Yuting; Wang, Enci; Weaver, Benjamin Alan; Weijmans, Anne-Marie; Weinberg, David H.; Westfall, Kyle B.; Whelan, David G.; Wilcots, Eric; Wild, Vivienne; Williams, Rob A.; Wilson, John; Wood-Vasey, W. M.; Wylezalek, Dominika; Xiao, Ting; Yan, Renbin; Yang, Meng; Ybarra, Jason E.; Yeche, Christophe; Yuan, Fang-Ting; Zakamska, Nadia; Zamora, Olga; Zasowski, Gail; Zhang, Kai; Zhao, Cheng; Zhao, Gong-Bo; Zheng, Zheng; Zheng, Zheng; Zhou, Zhi-Min; Zhu, Guangtun; Zinn, Joel C.; Zou, Hu (2017-12) - Journal articleThe fourth generation of the Sloan Digital Sky Survey (SDSS-IV) began observations in July 2014. It pursues three core programs: APOGEE-2,MaNGA, and eBOSS. In addition, eBOSS contains two major subprograms: TDSS and SPIDERS. ... -
National identity predicts public health support during a global pandemic
Van Bavel, Jay J.; Cichocka, Aleksandra; Capraro, Valerio; Sjastad, Hallgeir; Nezlek, John B.; Pavlovic, Tomislav; Alfano, Mark; Gelfand, Michele J.; Azevedo, Flavio; Birtel, Michele D.; Cislak, Aleksandra; Lockwood, Patricia L.; Ross, Robert Malcolm; Abts, Koen; Agadullina, Elena; Aruta, John Jamir Benzon; Besharati, Sahba Nomvula; Bor, Alexander; Choma, Becky L.; Crabtree, Charles David; Cunningham, William A.; De, Koustav; Ejaz, Waqas; Elbaek, Christian T.; Findor, Andrej; Flichtentrei, Daniel; Franc, Renata; Gjoneska, Biljana; Gruber, June; Gualda, Estrella; Horiuchi, Yusaku; Toan Luu Duc Huynh; Ibanez, Augustin; Imran, Mostak Ahamed; Israelashvili, Jacob; Jasko, Katarzyna; Kantorowicz, Jaroslaw; Kantorowicz-Reznichenko, Elena; Krouwel, Andre; Laakasuo, Michael; Lamm, Claus; Leygue, Caroline; Lin, Ming-Jen; Mansoor, Mohammad Sabbir; Marie, Antoine; Mayiwar, Lewend; Mazepus, Honorata; McHugh, Cillian; Minda, John Paul; Mitkidis, Panagiotis; Olsson, Andreas; Otterbring, Tobias; Packer, Dominic J.; Perry, Anat; Petersen, Michael Bang; Puthillam, Arathy; Riano-Moreno, Julian C.; Rothmund, Tobias; Santamaria-Garcia, Hernando; Schmid, Petra C.; Stoyanov, Drozdstoy; Tewari, Shruti; Todosijevic, Bojan; Tsakiris, Manos; Tung, Hans H.; Umbres, Radu G.; Vanags, Edmunds; Vlasceanu, Madalina; Vonasch, Andrew; Yucel, Meltem; Zhang, Yucheng; Abad, Mohcine; Adler, Eli; Akrawi, Narin; Mdarhri, Hamza Alaoui; Amara, Hanane; Amodio, David M.; Antazo, Benedict G.; Apps, Matthew; Ay, F. Ceren; Ba, Mouhamadou Hady; Barbosa, Sergio; Bastian, Brock; Berg, Anton; Bernal-Zarate, Maria P.; Bernstein, Michael; Bialek, Michal; Bilancini, Ennio; Bogatyreva, Natalia; Boncinelli, Leonardo; Booth, Jonathan E.; Borau, Sylvie; Buchel, Ondrej; Cameron, C. Daryl; Carvalho, Chrissie F.; Celadin, Tatiana; Cerami, Chiara; Chalise, Hom Nath; Cheng, Xiaojun; Cian, Luca; Cockcroft, Kate; Conway, Jane; Andres Cordoba-Delgado, Mateo; Crespi, Chiara; Crouzevialle, Marie; Cutler, Jo; Dabrowska, Justyna; Cypryanska, Marzena; Daniels, Michael A.; Davis, Victoria H.; Dayley, Pamala N.; Delouvee, Sylvain; Denkovski, Ognjan; Dezecache, Guillaume; Dhaliwal, Nathan A.; Diato, Alelie B.; Di Paolo, Roberto; Drosinou, Marianna; Dulleck, Uwe; Ekmanis, Janis; Ertan, Arhan S.; Etienne, Tom W.; Farhana, Hapsa Hossain; Farkhari, Fahima; Farmer, Harry; Fenwick, Ali; Fidanovski, Kristijan; Flew, Terry; Fraser, Shona; Frempong, Raymond Boadi; Fugelsang, Jonathan A.; Gale, Jessica; Begona Garcia-Navarro, E.; Garladinne, Prasad; Ghajjou, Oussama; Gkinopoulos, Theofilos; Gray, Kurt; Griffin, Siobhan M.; Gronfeldt, Bjarki; Gumren, Mert; Gurung, Ranju Lama; Halperin, Eran; Harris, Elizabeth; Herzon, Volo; Hruska, Matej; Huang, Guanxiong; Hudecek, Matthias F. C.; Isler, Ozan; Jangard, Simon; Jorgensen, Frederik J.; Kachanoff, Frank; Kahn, John; Dangol, Apsara Katuwal; Keudel, Oleksandra; Koppel, Lina; Koverola, Mika; Kubin, Emily; Kunnari, Anton; Kutiyski, Yordan; Laguna, Oscar; Leota, Josh; Lermer, Eva; Levy, Jonathan; Levy, Neil; Li, Chunyun; Long, Elizabeth U.; Longoni, Chiara; Maglic, Marina; McCashin, Darragh; Metcalf, Alexander L.; Miklousic, Igor; El Mimouni, Soulaimane; Miura, Asako; Molina-Paredes, Juliana; Monroy-Fonseca, Cesar; Morales-Marente, Elena; Moreau, David; Muda, Rafal; Myer, Annalisa; Nash, Kyle; Nesh-Nash, Tarik; Nitschke, Jonas P.; Nurse, Matthew S.; Ohtsubo, Yohsuke; de Mello, Victoria Oldemburgo; O'Madagain, Cathal; Onderco, Michal; Soledad Palacios-Galvez, M.; Palomaki, Jussi; Pan, Yafeng; Papp, Zsofia; Parnamets, Philip; Paruzel-Czachura, Mariola; Pavlovic, Zoran; Payan-Gomez, Cesar; Perander, Silva; Pitman, Michael Mark; Prasad, Rajib; Pyrkosz-Pacyna, Joanna; Rathje, Steve; Raza, Ali; Rego, Gabriel G.; Rhee, Kasey; Robertson, Claire E.; Rodriguez-Pascual, Ivan; Saikkonen, Teemu; Salvador-Ginez, Octavio; Sampaio, Waldir M.; Santi, Gaia C.; Santiago-Tovar, Natalia; Savage, David; Scheffer, Julian A.; Schonegger, Philipp; Schultner, David T.; Schutte, Enid M.; Scott, Andy; Sharma, Madhavi; Sharma, Pujan; Skali, Ahmed; Stadelmann, David; Stafford, Clara Alexandra; Stanojevic, Dragan; Stefaniak, Anna; Sternisko, Anni; Stoica, Augustin; Stoyanova, Kristina K.; Strickland, Brent; Sundvall, Jukka; Thomas, Jeffrey P.; Tinghog, Gustav; Torgler, Benno; Traast, Iris J.; Tucciarelli, Raffaele; Tyrala, Michael; Ungson, Nick D.; Uysal, Mete S.; Van Lange, Paul A. M.; van Prooijen, Jan-Willem; van Rooy, Dirk; Vastfjall, Daniel; Verkoeijen, Peter; Vieira, Joana B.; von Sikorski, Christian; Walker, Alexander Cameron; Watermeyer, Jennifer; Wetter, Erik; Whillans, Ashley; Willardt, Robin; Wohl, Michael J. A.; Wojcik, Adrian Dominik; Wu, Kaidi; Yamada, Yuki; Yilmaz, Onurcan; Yogeeswaran, Kumar; Ziemer, Carolin-Theresa; Zwaan, Rolf A.; Boggio, Paulo S. (2022-01-26) - Journal articleChanging collective behaviour and supporting non-pharmaceutical interventions is an important component in mitigating virus transmission during a pandemic. In a large international collaboration (Study 1, N = 49,968 across ... -
The tenth data release of the Sloan Digital Sky Survey : first spectroscopic data from the SDSS-III Apache Point Observatory Galactic Evolution Experiment
Ahn, Christopher P.; Alexandroff, Rachael; Allende Prieto, Carlos; Anders, Friedrich; Anderson, Scott F.; Anderton, Timothy; Andrews, Brett H.; Aubourg, Éric; Bailey, Stephen; Bastien, Fabienne A.; Bautista, Julian E.; Beers, Timothy C.; Beifiori, Alessandra; Bender, Chad F.; Berlind, Andreas A.; Beutler, Florian; Bhardwaj, Vaishali; Bird, Jonathan C.; Bizyaev, Dmitry; Blake, Cullen H.; Blanton, Michael R.; Blomqvist, Michael; Bochanski, John J.; Bolton, Adam S.; Borde, Arnaud; Bovy, Jo; Shelden Bradley, Alaina; Brandt, W. N.; Brauer, Dorothée; Brinkmann, J.; Brownstein, Joel R.; Busca, Nicolás G.; Carithers, William; Carlberg, Joleen K.; Carnero, Aurelio R.; Carr, Michael A.; Chiappini, Cristina; Chojnowski, S. Drew; Chuang, Chia-Hsun; Comparat, Johan; Crepp, Justin R.; Cristiani, Stefano; Croft, Rupert A. C.; Cuesta, Antonio J.; Cunha, Katia; da Costa, Luiz N.; Dawson, Kyle S.; De Lee, Nathan; Dean, Janice D. R.; Delubac, Timothée; Deshpande, Rohit; Dhital, Saurav; Ealet, Anne; Ebelke, Garrett L.; Edmondson, Edward M.; Eisenstein, Daniel J.; Epstein, Courtney R.; Escoffier, Stephanie; Esposito, Massimiliano; Evans, Michael L.; Fabbian, D.; Fan, Xiaohui; Favole, Ginevra; Femenía Castellá, Bruno; Fernández Alvar, Emma; Feuillet, Diane; Filiz Ak, Nurten; Finley, Hayley; Fleming, Scott W.; Font-Ribera, Andreu; Frinchaboy, Peter M.; Galbraith-Frew, J. G.; García-Hernández, D. A.; García Pérez, Ana E.; Ge, Jian; Génova-Santos, R.; Gillespie, Bruce A.; Girardi, Léo; González Hernández, Jonay I.; Gott, J. Richard, III; Gunn, James E.; Guo, Hong; Halverson, Samuel; Harding, Paul; Harris, David W.; Hasselquist, Sten; Hawley, Suzanne L.; Hayden, Michael; Hearty, Frederick R.; Herrero Davó, Artemio; Ho, Shirley; Hogg, David W.; Holtzman, Jon A.; Honscheid, Klaus; Huehnerhoff, Joseph; Ivans, Inese I.; Jackson, Kelly M.; Jiang, Peng; Johnson, Jennifer A.; Kinemuchi, K.; Kirkby, David; Klaene, Mark A.; Kneib, Jean-Paul; Koesterke, Lars; Lan, Ting-Wen; Lang, Dustin; Le Goff, Jean-Marc; Leauthaud, Alexie; Lee, Khee-Gan; Lee, Young Sun; Long, Daniel C.; Loomis, Craig P.; Lucatello, Sara; Lupton, Robert H.; Ma, Bo; Mack, Claude E., III; Mahadevan, Suvrath; Maia, Marcio A. G.; Majewski, Steven R.; Malanushenko, Elena; Malanushenko, Viktor; Manchado, A.; Manera, Marc; Maraston, Claudia; Margala, Daniel; Martell, Sarah L.; Masters, Karen L.; McBride, Cameron K.; McGreer, Ian D.; McMahon, Richard G.; Ménard, Brice; Mészáros, Sz.; Miralda-Escudé, Jordi; Miyatake, Hironao; Montero-Dorta, Antonio D.; Montesano, Francesco; More, Surhud; Morrison, Heather L.; Muna, Demitri; Munn, Jeffrey A.; Myers, Adam D.; Nguyen, Duy Cuong; Nichol, Robert C.; Nidever, David L.; Noterdaeme, Pasquier; Nuza, Sebastián E.; O'Connell, Julia E.; O'Connell, Robert W.; O'Connell, Ross; Olmstead, Matthew D.; Oravetz, Daniel J.; Owen, Russell; Padmanabhan, Nikhil; Palanque-Delabrouille, Nathalie; Pan, Kaike; Parejko, John K.; Parihar, Prachi; Pâris, Isabelle; Pepper, Joshua; Percival, Will J.; Pérez-Ràfols, Ignasi; Dotto Perottoni, Hélio; Petitjean, Patrick; Pieri, Matthew M.; Pinsonneault, M. H.; Prada, Francisco; Price-Whelan, Adrian M.; Raddick, M. Jordan; Rahman, Mubdi; Rebolo, Rafael; Reid, Beth A.; Richards, Jonathan C.; Riffel, Rogério; Robin, Annie C.; Rocha-Pinto, H. J.; Rockosi, Constance M.; Roe, Natalie A.; Ross, Ashley J.; Ross, Nicholas P.; Rossi, Graziano; Roy, Arpita; Rubiño-Martin, J. A.; Sabiu, Cristiano G.; Sánchez, Ariel G.; Santiago, Basílio; Sayres, Conor; Schiavon, Ricardo P.; Schlegel, David J.; Schlesinger, Katharine J.; Schmidt, Sarah J.; Schneider, Donald P.; Schultheis, Mathias; Sellgren, Kris; Seo, Hee-Jong; Shen, Yue; Shetrone, Matthew; Shu, Yiping; Simmons, Audrey E.; Skrutskie, M. F.; Slosar, Anže; Smith, Verne V.; Snedden, Stephanie A.; Sobeck, Jennifer S.; Sobreira, Flavia; Stassun, Keivan G.; Steinmetz, Matthias; Strauss, Michael A.; Streblyanska, Alina; Suzuki, Nao; Swanson, Molly E. C.; Terrien, Ryan C.; Thakar, Aniruddha R.; Thomas, Daniel; Thompson, Benjamin A.; Tinker, Jeremy L.; Tojeiro, Rita; Troup, Nicholas W.; Vandenberg, Jan; Vargas Magaña, Mariana; Viel, Matteo; Vogt, Nicole P.; Wake, David A.; Weaver, Benjamin A.; Weinberg, David H.; Weiner, Benjamin J.; White, Martin; White, Simon D. M.; Wilson, John C.; Wisniewski, John P.; Wood-Vasey, W. M.; Yèche, Christophe; York, Donald G.; Zamora, O.; Zasowski, Gail; Zehavi, Idit; Zhao, Gong-Bo; Zheng, Zheng; Zhu, Guangtun (2014-04) - Journal articleThe Sloan Digital Sky Survey (SDSS) has been in operation since 2000 April. This paper presents the Tenth Public Data Release (DR10) from its current incarnation, SDSS-III. This data release includes the first spectroscopic ...