Staff View: :: Library Catalog

Saved in:

Bibliographic Details
Main Authors:	Aczel, Balazs, Szaszi, Barnabas, Clelland, Harry T, Kovacs, Marton, Holzmeister, Felix, van Ravenzwaaij, Don, Schulz-Kümpel, Hannah, Hoffmann, Sabine, Nilsonne, Gustav, Kosa, Livia, Torma, Zoltan A, Abdelfatah, Yousuf, Aberson, Christopher L, Acar, Oguz A, Acem, Ensar, Adamkovic, Matus, Adamovich, Timofey, Adiasto, Krisna, Ahnström, Love, Akil, Atakan M, Al-Busaidi, Adil S, Al-Hoorie, Ali H, Albers, Casper J, Allen, Peter J, Alsalti, Taym, Altman, Micah, Alzahawi, Shilaan, Ambrosini, Ettore, Anafinova, Saule, Anand, Rahul, Angerer, Martin, Angulo-Brunet, Ariadna, Antonietti, Alberto, Arato, Jozsef, Arenas, Andreu, Aviña, Marco M, Azevedo, Flavio, Bachl, Marko, Bago, Bence, Bahník, Štěpán, Baker, Bradley J, Balayan, Elza, Baldwin, Cassandra L, Banai, Benjamin, Banas, Kasia, Bartoš, František, Baskin, Ernest, Bastiaansen, Jojanneke A, Bault, Nadège, Bauman, Christopher W, Beazer, Quintin H, Behnke, Maciej, Bendixen, Theiss, Berger, Sebastian, Bernard, Anna, Bernardic, Ursa, Bloom, Paul A, Boldt, Annika, Bosch-Rosa, Ciril, Botvinik-Nezer, Rotem, Bouyamourn, Adam, Bozkurt, Ozge, Brehm, Laurel, Breuer, Johannes, Briggs, Ryan, Brohmer, Hilmar, Buchanan, Erin, Buckenmaier, Johannes, Buckley, Jeffrey, Buczny, Jacek, Burghart, Matthias, Butt, Bilal H, Byrd, Nick, Cafarelli, Valentina, Callahan, Patrick, Capitán, Tabaré, Carriere, Kevin, Cataldo, Andrea M, Cepaluni, Gabriel, Chan, Eugene, Chandler, Jesse J, Chang, Chia-Chen, Chen, Xi, Chen, Shirley Shuo, Chen, Fadong, Chen, Hao, Chirkov, Valerii, Cialfi, Daniela, Clarke, Beth, Coelho, Sophie G, Cohen, Clara, Collins, Jason, Cook, Susan W, Corlazzoli, Gaia, Cummins, Jamie, Czymara, Christian, D'hondt, Jonathan, Rosa, Anna Dalla, Davis, Abi M B, Davis, Charles P, Day, Martin V, De Keyzer, Freya, de Leeuw, Joshua R, de Vries, Tjeerd Rudmer, Debnath, Ramit, Dechterenko, Filip, Demiral, Elif E, Desgroseilliers, Marc, Dianovics, Dominik, Diveica, Veronica, Dochow-Sondershaus, Stephan, Dohle, Simone, Dong, LiChen, Dora, Jonas, Dorrough, Angela R, Dreber, Anna, Du, Hongfei, Edlund, John E, Eerland, Anita, Efendić, Emir, Elder, Jacob, Elsherif, Mahmoud M, Ernst, Mareike, Estrada, Eduardo, Eudave, Luis, Evans, Thomas R, Farrera, Arodi, Ferrouhi, El Mehdi, Fiala, Lenka, Fialho, Fabrício M, Fiechter, Joshua L, Fišar, Miloš, Flores-Kanter, Pablo Ezequiel, Folwarczny, Michał, Fossum, Jessica L, Franco, Vithor R, Freichel, René, Freire, Danilo, Frese, Joris, Furnas, Alexander C, Gaebler, Johann D, Gajary, Lisa C, Galang, Carl Michael, Ganschow, Benjamin, Garrison, S Mason, Gasiorowska, Agata, Ponne, Bruno Gasparotto, Gauriot, Romain, Geminiani, Alice, Geraldes, Diogo, Gernsbacher, Morton Ann, Giani, Cinzia, Glerean, Enrico, Gligorić, Vukašin, Gnambs, Timo, Godefroidt, Amélie, González-Bustamante, Bastián, Goreis, Andreas, Graf-Vlachy, Lorenz, Grieder, Manuel, Grigoryev, Dmitry, Grinschgl, Sandra, Grüning, David J, Guassi Moreira, João F, Guichet, Clément, Gurgand, Lilas, Habibnia, Hooman, Hafenbrack, Andrew C, Hafenbrädl, Sebastian, Häffner, Carolin, Hagemeister, Felix, Haigh, Matthew, Hajdu, Nandor, Hajimoladarvish, Narges, Hall, Jonathan D, Hamjediers, Maik, Hardwick, Robert M, Harma, Mehmet, Harp, Nicholas R, Hartvig, Áron D, Heiberger, Raphael H, Heim, Arthur, Hernæs, Øystein, Hernaus, Dennis, Heyman, Tom, Hicks, Joshua, Hogeveen, Jeremy, Höpler, Julia, Houlihan, Sean Dae, Huber, Christoph, Hughes, Conor, Hummler, Teresa, Huth, Karoline, Ingendahl, Moritz, Ishii, Tatsunori, Isler, Ozan, Izydorczak, Kamil, Jackson, Iain R, Jahn, Andrew, Jain, Maitri, Jakubow, Alexander, Jang, Daisung, Jang, JunHyeok, Jekel, Marc, Jia, Fanli, Jiménez-Leal, William, Johnson, Rebecca, Jones, Alex, Jungkunz, Sebastian, Kačmár, Pavol, Kaiser, Caspar, Kalaycı, Yağmur, Kantorowicz, Jaroslaw, Karabulut, Anıl, Karch, Julian D, Karimi-Rouzbahani, Hamid, Karl, Johannes A, Kažemekaitytė, Austėja, Kazlou, Aliaksandr, Kekecs, Zoltan, Kim, Jin, Kirchler, Michael H, Kiss-Dobronyi, Bence, Klasmeier, Kai N, Klein, Jack W, Koba, Cemal, Kołczyńska, Marta, Kolias, Pavlos, Kolouch Grabovský, Matěj, Korbmacher, Max, Korda, Živa, Kowal, Marta, Kretzschmar, André, Krivoshchekov, Vladislav, Krypotos, Angelos-Miltiadis, Kubsch, Marcus, Kunisato, Yoshihiko, Lacko, David, Landwehr, Jan R, Lange, Martin, Lee, Hongmi, Lee, Daniel, Lee, Sangil, Lemay, Edward P, Lempert, Daniel, Leo, Andrea, Lesage, Elise, Levin, Joel M, Li, Peng, Lin, Jing, Lindsay, Luke, Lisovoj, Daria, Liu, Meng, Liu, Sihong, Liu, Tingshu, Iacono, Sergio Lo, Lodder, Paul, López-Bueno, Rubén, Lopez-Nicolas, Ruben, Loter, Katharina, Lou, Nigel Mantou, Lovakov, Andrey, Lu, Jackson G, Ludwig, Jonas, Luebber, Finn, Lukavský, Jiří, Luo, Charles Q, Lyu, Xuanyu, Maassen, Esther, Máčel, Martin, Mack, Michael L, Madan, Christopher R, Mädebach, Andreas, Maffly-Kipp, Joseph, Mallinson, Daniel J, Marchetti, Igor, Marghetis, Tyler, Marini, Matteo M, Fages, Diego Marino, Martínez, Mayte, Martinoli, Mario, Masiliunas, Aidas, Massoni, Sébastien, Mathieu, Kaleb C, Mayer, Stefan, Mayer, Duncan J, Mayer, Maren, McCormick, Ethan M, McDonough, Ian M, McGowan, Amanda L, McIntyre, Miranda M, McKee, Paul, Meier, Armando N, Meier, Pascal F, Melero, Helena, Merkle, Christoph, Merz, Raphael, Michaelides, Michalis P, Michaelsen, Patrik, Mikolajczak, Gosia, Mill, Wladislaw, Millroth, Philip, Miroshnik, Kirill G, Misiak, Michal, Mora, Youri L, Moreau, David, Moreh, Chris, Morvinski, Coby, Mushtaq, Faisal, Nagy, Tamás, Nater, Christa, Naumann, Elias, Navarrete, Gorka, Nebe, Stephan, Nedderhoff, Andre, Nennstiel, Richard, Neugebauer, Martin, Nicolaisen-Sobesky, Eliana, Nielsen, Yngwie A, Niso, Guiomar, Nowak, Benjamin, Okan, Mehmet, Ong, Kenneth, Onicas, Adrian I, Oswald, Christian, Otten, Kasper, Pandey, Shubham, Pantazi, Myrto, Papale, Paolo, Pärnamets, Philip, Pauer, Shiva, Pavlov, Yuri G, Pawel, Samuel, Peelle, Jonathan E, Peetz, Hannah K, Peez, Anton, Pesciarelli, Francesca, Peterson, Brenton D, Petruželka, Benjamin, Petter, Jonas, Pfänder, Jan, Pfuhl, Gerit, Phillips, Joseph, Pietryka, Matthew T, Pirrone, Angelo, Pit, Ilse L, Plachti, Anna, Plank, Irene Sophia, Ploner, Matteo, Poldrack, Russell A, Pollmann, Monique M H, Porcher, Simon, Präg, Patrick, Pua, Andrew Adrian Y, Pugel, Jessica, Puri, Rohan, Püski, Marcell, Radkani, Setayesh, Raes, Louis, Rafaï, Ismaël, Raiber, Klara, Rathje, Steve, Rehms, Raphael, Reshetnikov, Mikhail, Reynolds, Caleb J, Reynolds, James P, Rigaud, Kévin, Rioux, Charlie, Rivera, Sebastian, Robertson, Olly, Román-Caballero, Rafael, Ropovik, Ivan, Röseler, Lukas, Ross, Robert M, Rotella, Amanda, Rüffer, Franziska F, Rusche, Felix, Rusconi, Massimo, Russo, Irene, Sahm, Alexander H J, Salamon, Janos, Samahita, Margaret, Sanaei, Ali, Sangchooli, Arshiya, Sarafoglou, Alexandra, Scandola, Michele, Schaak, Henning, Schaerer, Michael, Schares, Eric, Schilling, Hayden T, Schmalz, Xenia, Schmidt, Kathleen, Schonberg, Tom, Schreiner, Marcel R, Schröder, Joris M, Schubert, Anna-Lena, Schuetze, Brendan, Schultz, Douglas H, Schulze, Lars, Schwartz, Shawn T, Schwitter, Nicole, Scoggins, Bermond, Seetahul, Yashvin, Seri, Raffaello, Shanks, David R, Shaw, Stacy T, Shaw, Joseph, Shen, Qiang, Siemroth, Christoph, Sladekova, Martina, Somo, Angela, Sondhi, Arjun, Sonmez, Burak, Spantig, Lisa, Speekenbrink, Maarten, Stamos, Angelos, Stasielowicz, Lukasz, Steckermeier, Leonie C, Steinkamp, Simon R, Stoevenbelt, Andrea H, Street, Chris N H, Suchow, Jordan W, Sunde, Hans Fredrik, Sundquist, James, Suschevskiy, Vsevolod, Swain, Scott D, Szecsi, Peter, Szekely-Copîndean, Raluca D, Szumowska, Ewa, Tacconelli, Alessandro, Talbert, Eli, Tang, John P, Tendeiro, Jorge N, Testori, Martina, Toffalini, Enrico, Tomašević, Aleksandar, Topel, Selin, Torkkeli, Lasse, Tozzi, Leonardo, Traczyk, Jakub, Trinidad, Alexander, Trübutschek, Darinka, Turek, Konrad, Uhlich, Maximiliane, Uhlmann, Eric L, Urbanska, Karolina, Van Assche, Jasper, van Assen, Marcel A L M, van Dongen, Noah N N, van Lieshout, Kenny, van Veldhuizen, Roel, Varga, Marton A, Vaughn, Leigh Ann, Venczel, Fruzsina, Vezzoli, Michela, Vierus, Paul, Visalli, Antonino, Voldal, Emily, Votta, Fabio, Wagenmakers, Eric-Jan, Waldendorf, Anica, Walker, Matthew J, Wall, Matthew B, Wallen, Henri, Wang, Ke, Wang, Iris, Wang, Y Andre, Weinmann, Markus, Weiß, Martin, Westheide, Christian, Wichman, Aaron, Wilcke, Juliane C, Williams, Benedict J, Wisniewski, David, Woiczyk, Thomas K A, Woźniak, Mateusz, Wright, Joshua D, Youyou, Wu, Wulff, Jesper N, Yang, Tao, Yeung, Siu Kit, Yuen, Kenneth S L, Zawistowski, Michał, Zein, Rizqy A, Zhao, Xian, Zheng, Zefan, Zhou, Steven, Ziller, Conrad, Zimmerman, David, Zogmaister, Cristina, Zultan, Ro'i, Fox, Nicholas, Errington, Timothy M, Nosek, Brian A
Format:	Artículo científico
Language:	en
Published:	Nature 2026
Subjects:	Social Sciences Behavioral Sciences Reproducibility of Results Humans Research Design Behavioral Research
Online Access:	https://pubmed.ncbi.nlm.nih.gov/41922703/
Tags:	Add Tag No Tags, Be the first to tag this record!

_version_	1868266067005014016
author	Aczel, Balazs Szaszi, Barnabas Clelland, Harry T Kovacs, Marton Holzmeister, Felix van Ravenzwaaij, Don Schulz-Kümpel, Hannah Hoffmann, Sabine Nilsonne, Gustav Kosa, Livia Torma, Zoltan A Abdelfatah, Yousuf Aberson, Christopher L Acar, Oguz A Acem, Ensar Adamkovic, Matus Adamovich, Timofey Adiasto, Krisna Ahnström, Love Akil, Atakan M Al-Busaidi, Adil S Al-Hoorie, Ali H Albers, Casper J Allen, Peter J Alsalti, Taym Altman, Micah Alzahawi, Shilaan Ambrosini, Ettore Anafinova, Saule Anand, Rahul Angerer, Martin Angulo-Brunet, Ariadna Antonietti, Alberto Arato, Jozsef Arenas, Andreu Aviña, Marco M Azevedo, Flavio Bachl, Marko Bago, Bence Bahník, Štěpán Baker, Bradley J Balayan, Elza Baldwin, Cassandra L Banai, Benjamin Banas, Kasia Bartoš, František Baskin, Ernest Bastiaansen, Jojanneke A Bault, Nadège Bauman, Christopher W Beazer, Quintin H Behnke, Maciej Bendixen, Theiss Berger, Sebastian Bernard, Anna Bernardic, Ursa Bloom, Paul A Boldt, Annika Bosch-Rosa, Ciril Botvinik-Nezer, Rotem Bouyamourn, Adam Bozkurt, Ozge Brehm, Laurel Breuer, Johannes Briggs, Ryan Brohmer, Hilmar Buchanan, Erin Buckenmaier, Johannes Buckley, Jeffrey Buczny, Jacek Burghart, Matthias Butt, Bilal H Byrd, Nick Cafarelli, Valentina Callahan, Patrick Capitán, Tabaré Carriere, Kevin Cataldo, Andrea M Cepaluni, Gabriel Chan, Eugene Chandler, Jesse J Chang, Chia-Chen Chen, Xi Chen, Shirley Shuo Chen, Fadong Chen, Hao Chirkov, Valerii Cialfi, Daniela Clarke, Beth Coelho, Sophie G Cohen, Clara Collins, Jason Cook, Susan W Corlazzoli, Gaia Cummins, Jamie Czymara, Christian D'hondt, Jonathan Rosa, Anna Dalla Davis, Abi M B Davis, Charles P Day, Martin V De Keyzer, Freya de Leeuw, Joshua R de Vries, Tjeerd Rudmer Debnath, Ramit Dechterenko, Filip Demiral, Elif E Desgroseilliers, Marc Dianovics, Dominik Diveica, Veronica Dochow-Sondershaus, Stephan Dohle, Simone Dong, LiChen Dora, Jonas Dorrough, Angela R Dreber, Anna Du, Hongfei Edlund, John E Eerland, Anita Efendić, Emir Elder, Jacob Elsherif, Mahmoud M Ernst, Mareike Estrada, Eduardo Eudave, Luis Evans, Thomas R Farrera, Arodi Ferrouhi, El Mehdi Fiala, Lenka Fialho, Fabrício M Fiechter, Joshua L Fišar, Miloš Flores-Kanter, Pablo Ezequiel Folwarczny, Michał Fossum, Jessica L Franco, Vithor R Freichel, René Freire, Danilo Frese, Joris Furnas, Alexander C Gaebler, Johann D Gajary, Lisa C Galang, Carl Michael Ganschow, Benjamin Garrison, S Mason Gasiorowska, Agata Ponne, Bruno Gasparotto Gauriot, Romain Geminiani, Alice Geraldes, Diogo Gernsbacher, Morton Ann Giani, Cinzia Glerean, Enrico Gligorić, Vukašin Gnambs, Timo Godefroidt, Amélie González-Bustamante, Bastián Goreis, Andreas Graf-Vlachy, Lorenz Grieder, Manuel Grigoryev, Dmitry Grinschgl, Sandra Grüning, David J Guassi Moreira, João F Guichet, Clément Gurgand, Lilas Habibnia, Hooman Hafenbrack, Andrew C Hafenbrädl, Sebastian Häffner, Carolin Hagemeister, Felix Haigh, Matthew Hajdu, Nandor Hajimoladarvish, Narges Hall, Jonathan D Hamjediers, Maik Hardwick, Robert M Harma, Mehmet Harp, Nicholas R Hartvig, Áron D Heiberger, Raphael H Heim, Arthur Hernæs, Øystein Hernaus, Dennis Heyman, Tom Hicks, Joshua Hogeveen, Jeremy Höpler, Julia Houlihan, Sean Dae Huber, Christoph Hughes, Conor Hummler, Teresa Huth, Karoline Ingendahl, Moritz Ishii, Tatsunori Isler, Ozan Izydorczak, Kamil Jackson, Iain R Jahn, Andrew Jain, Maitri Jakubow, Alexander Jang, Daisung Jang, JunHyeok Jekel, Marc Jia, Fanli Jiménez-Leal, William Johnson, Rebecca Jones, Alex Jungkunz, Sebastian Kačmár, Pavol Kaiser, Caspar Kalaycı, Yağmur Kantorowicz, Jaroslaw Karabulut, Anıl Karch, Julian D Karimi-Rouzbahani, Hamid Karl, Johannes A Kažemekaitytė, Austėja Kazlou, Aliaksandr Kekecs, Zoltan Kim, Jin Kirchler, Michael H Kiss-Dobronyi, Bence Klasmeier, Kai N Klein, Jack W Koba, Cemal Kołczyńska, Marta Kolias, Pavlos Kolouch Grabovský, Matěj Korbmacher, Max Korda, Živa Kowal, Marta Kretzschmar, André Krivoshchekov, Vladislav Krypotos, Angelos-Miltiadis Kubsch, Marcus Kunisato, Yoshihiko Lacko, David Landwehr, Jan R Lange, Martin Lee, Hongmi Lee, Daniel Lee, Sangil Lemay, Edward P Lempert, Daniel Leo, Andrea Lesage, Elise Levin, Joel M Li, Peng Lin, Jing Lindsay, Luke Lisovoj, Daria Liu, Meng Liu, Sihong Liu, Tingshu Iacono, Sergio Lo Lodder, Paul López-Bueno, Rubén Lopez-Nicolas, Ruben Loter, Katharina Lou, Nigel Mantou Lovakov, Andrey Lu, Jackson G Ludwig, Jonas Luebber, Finn Lukavský, Jiří Luo, Charles Q Lyu, Xuanyu Maassen, Esther Máčel, Martin Mack, Michael L Madan, Christopher R Mädebach, Andreas Maffly-Kipp, Joseph Mallinson, Daniel J Marchetti, Igor Marghetis, Tyler Marini, Matteo M Fages, Diego Marino Martínez, Mayte Martinoli, Mario Masiliunas, Aidas Massoni, Sébastien Mathieu, Kaleb C Mayer, Stefan Mayer, Duncan J Mayer, Maren McCormick, Ethan M McDonough, Ian M McGowan, Amanda L McIntyre, Miranda M McKee, Paul Meier, Armando N Meier, Pascal F Melero, Helena Merkle, Christoph Merz, Raphael Michaelides, Michalis P Michaelsen, Patrik Mikolajczak, Gosia Mill, Wladislaw Millroth, Philip Miroshnik, Kirill G Misiak, Michal Mora, Youri L Moreau, David Moreh, Chris Morvinski, Coby Mushtaq, Faisal Nagy, Tamás Nater, Christa Naumann, Elias Navarrete, Gorka Nebe, Stephan Nedderhoff, Andre Nennstiel, Richard Neugebauer, Martin Nicolaisen-Sobesky, Eliana Nielsen, Yngwie A Niso, Guiomar Nowak, Benjamin Okan, Mehmet Ong, Kenneth Onicas, Adrian I Oswald, Christian Otten, Kasper Pandey, Shubham Pantazi, Myrto Papale, Paolo Pärnamets, Philip Pauer, Shiva Pavlov, Yuri G Pawel, Samuel Peelle, Jonathan E Peetz, Hannah K Peez, Anton Pesciarelli, Francesca Peterson, Brenton D Petruželka, Benjamin Petter, Jonas Pfänder, Jan Pfuhl, Gerit Phillips, Joseph Pietryka, Matthew T Pirrone, Angelo Pit, Ilse L Plachti, Anna Plank, Irene Sophia Ploner, Matteo Poldrack, Russell A Pollmann, Monique M H Porcher, Simon Präg, Patrick Pua, Andrew Adrian Y Pugel, Jessica Puri, Rohan Püski, Marcell Radkani, Setayesh Raes, Louis Rafaï, Ismaël Raiber, Klara Rathje, Steve Rehms, Raphael Reshetnikov, Mikhail Reynolds, Caleb J Reynolds, James P Rigaud, Kévin Rioux, Charlie Rivera, Sebastian Robertson, Olly Román-Caballero, Rafael Ropovik, Ivan Röseler, Lukas Ross, Robert M Rotella, Amanda Rüffer, Franziska F Rusche, Felix Rusconi, Massimo Russo, Irene Sahm, Alexander H J Salamon, Janos Samahita, Margaret Sanaei, Ali Sangchooli, Arshiya Sarafoglou, Alexandra Scandola, Michele Schaak, Henning Schaerer, Michael Schares, Eric Schilling, Hayden T Schmalz, Xenia Schmidt, Kathleen Schonberg, Tom Schreiner, Marcel R Schröder, Joris M Schubert, Anna-Lena Schuetze, Brendan Schultz, Douglas H Schulze, Lars Schwartz, Shawn T Schwitter, Nicole Scoggins, Bermond Seetahul, Yashvin Seri, Raffaello Shanks, David R Shaw, Stacy T Shaw, Joseph Shen, Qiang Siemroth, Christoph Sladekova, Martina Somo, Angela Sondhi, Arjun Sonmez, Burak Spantig, Lisa Speekenbrink, Maarten Stamos, Angelos Stasielowicz, Lukasz Steckermeier, Leonie C Steinkamp, Simon R Stoevenbelt, Andrea H Street, Chris N H Suchow, Jordan W Sunde, Hans Fredrik Sundquist, James Suschevskiy, Vsevolod Swain, Scott D Szecsi, Peter Szekely-Copîndean, Raluca D Szumowska, Ewa Tacconelli, Alessandro Talbert, Eli Tang, John P Tendeiro, Jorge N Testori, Martina Toffalini, Enrico Tomašević, Aleksandar Topel, Selin Torkkeli, Lasse Tozzi, Leonardo Traczyk, Jakub Trinidad, Alexander Trübutschek, Darinka Turek, Konrad Uhlich, Maximiliane Uhlmann, Eric L Urbanska, Karolina Van Assche, Jasper van Assen, Marcel A L M van Dongen, Noah N N van Lieshout, Kenny van Veldhuizen, Roel Varga, Marton A Vaughn, Leigh Ann Venczel, Fruzsina Vezzoli, Michela Vierus, Paul Visalli, Antonino Voldal, Emily Votta, Fabio Wagenmakers, Eric-Jan Waldendorf, Anica Walker, Matthew J Wall, Matthew B Wallen, Henri Wang, Ke Wang, Iris Wang, Y Andre Weinmann, Markus Weiß, Martin Westheide, Christian Wichman, Aaron Wilcke, Juliane C Williams, Benedict J Wisniewski, David Woiczyk, Thomas K A Woźniak, Mateusz Wright, Joshua D Youyou, Wu Wulff, Jesper N Yang, Tao Yeung, Siu Kit Yuen, Kenneth S L Zawistowski, Michał Zein, Rizqy A Zhao, Xian Zheng, Zefan Zhou, Steven Ziller, Conrad Zimmerman, David Zogmaister, Cristina Zultan, Ro'i Fox, Nicholas Errington, Timothy M Nosek, Brian A
author_facet	Aczel, Balazs Szaszi, Barnabas Clelland, Harry T Kovacs, Marton Holzmeister, Felix van Ravenzwaaij, Don Schulz-Kümpel, Hannah Hoffmann, Sabine Nilsonne, Gustav Kosa, Livia Torma, Zoltan A Abdelfatah, Yousuf Aberson, Christopher L Acar, Oguz A Acem, Ensar Adamkovic, Matus Adamovich, Timofey Adiasto, Krisna Ahnström, Love Akil, Atakan M Al-Busaidi, Adil S Al-Hoorie, Ali H Albers, Casper J Allen, Peter J Alsalti, Taym Altman, Micah Alzahawi, Shilaan Ambrosini, Ettore Anafinova, Saule Anand, Rahul Angerer, Martin Angulo-Brunet, Ariadna Antonietti, Alberto Arato, Jozsef Arenas, Andreu Aviña, Marco M Azevedo, Flavio Bachl, Marko Bago, Bence Bahník, Štěpán Baker, Bradley J Balayan, Elza Baldwin, Cassandra L Banai, Benjamin Banas, Kasia Bartoš, František Baskin, Ernest Bastiaansen, Jojanneke A Bault, Nadège Bauman, Christopher W Beazer, Quintin H Behnke, Maciej Bendixen, Theiss Berger, Sebastian Bernard, Anna Bernardic, Ursa Bloom, Paul A Boldt, Annika Bosch-Rosa, Ciril Botvinik-Nezer, Rotem Bouyamourn, Adam Bozkurt, Ozge Brehm, Laurel Breuer, Johannes Briggs, Ryan Brohmer, Hilmar Buchanan, Erin Buckenmaier, Johannes Buckley, Jeffrey Buczny, Jacek Burghart, Matthias Butt, Bilal H Byrd, Nick Cafarelli, Valentina Callahan, Patrick Capitán, Tabaré Carriere, Kevin Cataldo, Andrea M Cepaluni, Gabriel Chan, Eugene Chandler, Jesse J Chang, Chia-Chen Chen, Xi Chen, Shirley Shuo Chen, Fadong Chen, Hao Chirkov, Valerii Cialfi, Daniela Clarke, Beth Coelho, Sophie G Cohen, Clara Collins, Jason Cook, Susan W Corlazzoli, Gaia Cummins, Jamie Czymara, Christian D'hondt, Jonathan Rosa, Anna Dalla Davis, Abi M B Davis, Charles P Day, Martin V De Keyzer, Freya de Leeuw, Joshua R de Vries, Tjeerd Rudmer Debnath, Ramit Dechterenko, Filip Demiral, Elif E Desgroseilliers, Marc Dianovics, Dominik Diveica, Veronica Dochow-Sondershaus, Stephan Dohle, Simone Dong, LiChen Dora, Jonas Dorrough, Angela R Dreber, Anna Du, Hongfei Edlund, John E Eerland, Anita Efendić, Emir Elder, Jacob Elsherif, Mahmoud M Ernst, Mareike Estrada, Eduardo Eudave, Luis Evans, Thomas R Farrera, Arodi Ferrouhi, El Mehdi Fiala, Lenka Fialho, Fabrício M Fiechter, Joshua L Fišar, Miloš Flores-Kanter, Pablo Ezequiel Folwarczny, Michał Fossum, Jessica L Franco, Vithor R Freichel, René Freire, Danilo Frese, Joris Furnas, Alexander C Gaebler, Johann D Gajary, Lisa C Galang, Carl Michael Ganschow, Benjamin Garrison, S Mason Gasiorowska, Agata Ponne, Bruno Gasparotto Gauriot, Romain Geminiani, Alice Geraldes, Diogo Gernsbacher, Morton Ann Giani, Cinzia Glerean, Enrico Gligorić, Vukašin Gnambs, Timo Godefroidt, Amélie González-Bustamante, Bastián Goreis, Andreas Graf-Vlachy, Lorenz Grieder, Manuel Grigoryev, Dmitry Grinschgl, Sandra Grüning, David J Guassi Moreira, João F Guichet, Clément Gurgand, Lilas Habibnia, Hooman Hafenbrack, Andrew C Hafenbrädl, Sebastian Häffner, Carolin Hagemeister, Felix Haigh, Matthew Hajdu, Nandor Hajimoladarvish, Narges Hall, Jonathan D Hamjediers, Maik Hardwick, Robert M Harma, Mehmet Harp, Nicholas R Hartvig, Áron D Heiberger, Raphael H Heim, Arthur Hernæs, Øystein Hernaus, Dennis Heyman, Tom Hicks, Joshua Hogeveen, Jeremy Höpler, Julia Houlihan, Sean Dae Huber, Christoph Hughes, Conor Hummler, Teresa Huth, Karoline Ingendahl, Moritz Ishii, Tatsunori Isler, Ozan Izydorczak, Kamil Jackson, Iain R Jahn, Andrew Jain, Maitri Jakubow, Alexander Jang, Daisung Jang, JunHyeok Jekel, Marc Jia, Fanli Jiménez-Leal, William Johnson, Rebecca Jones, Alex Jungkunz, Sebastian Kačmár, Pavol Kaiser, Caspar Kalaycı, Yağmur Kantorowicz, Jaroslaw Karabulut, Anıl Karch, Julian D Karimi-Rouzbahani, Hamid Karl, Johannes A Kažemekaitytė, Austėja Kazlou, Aliaksandr Kekecs, Zoltan Kim, Jin Kirchler, Michael H Kiss-Dobronyi, Bence Klasmeier, Kai N Klein, Jack W Koba, Cemal Kołczyńska, Marta Kolias, Pavlos Kolouch Grabovský, Matěj Korbmacher, Max Korda, Živa Kowal, Marta Kretzschmar, André Krivoshchekov, Vladislav Krypotos, Angelos-Miltiadis Kubsch, Marcus Kunisato, Yoshihiko Lacko, David Landwehr, Jan R Lange, Martin Lee, Hongmi Lee, Daniel Lee, Sangil Lemay, Edward P Lempert, Daniel Leo, Andrea Lesage, Elise Levin, Joel M Li, Peng Lin, Jing Lindsay, Luke Lisovoj, Daria Liu, Meng Liu, Sihong Liu, Tingshu Iacono, Sergio Lo Lodder, Paul López-Bueno, Rubén Lopez-Nicolas, Ruben Loter, Katharina Lou, Nigel Mantou Lovakov, Andrey Lu, Jackson G Ludwig, Jonas Luebber, Finn Lukavský, Jiří Luo, Charles Q Lyu, Xuanyu Maassen, Esther Máčel, Martin Mack, Michael L Madan, Christopher R Mädebach, Andreas Maffly-Kipp, Joseph Mallinson, Daniel J Marchetti, Igor Marghetis, Tyler Marini, Matteo M Fages, Diego Marino Martínez, Mayte Martinoli, Mario Masiliunas, Aidas Massoni, Sébastien Mathieu, Kaleb C Mayer, Stefan Mayer, Duncan J Mayer, Maren McCormick, Ethan M McDonough, Ian M McGowan, Amanda L McIntyre, Miranda M McKee, Paul Meier, Armando N Meier, Pascal F Melero, Helena Merkle, Christoph Merz, Raphael Michaelides, Michalis P Michaelsen, Patrik Mikolajczak, Gosia Mill, Wladislaw Millroth, Philip Miroshnik, Kirill G Misiak, Michal Mora, Youri L Moreau, David Moreh, Chris Morvinski, Coby Mushtaq, Faisal Nagy, Tamás Nater, Christa Naumann, Elias Navarrete, Gorka Nebe, Stephan Nedderhoff, Andre Nennstiel, Richard Neugebauer, Martin Nicolaisen-Sobesky, Eliana Nielsen, Yngwie A Niso, Guiomar Nowak, Benjamin Okan, Mehmet Ong, Kenneth Onicas, Adrian I Oswald, Christian Otten, Kasper Pandey, Shubham Pantazi, Myrto Papale, Paolo Pärnamets, Philip Pauer, Shiva Pavlov, Yuri G Pawel, Samuel Peelle, Jonathan E Peetz, Hannah K Peez, Anton Pesciarelli, Francesca Peterson, Brenton D Petruželka, Benjamin Petter, Jonas Pfänder, Jan Pfuhl, Gerit Phillips, Joseph Pietryka, Matthew T Pirrone, Angelo Pit, Ilse L Plachti, Anna Plank, Irene Sophia Ploner, Matteo Poldrack, Russell A Pollmann, Monique M H Porcher, Simon Präg, Patrick Pua, Andrew Adrian Y Pugel, Jessica Puri, Rohan Püski, Marcell Radkani, Setayesh Raes, Louis Rafaï, Ismaël Raiber, Klara Rathje, Steve Rehms, Raphael Reshetnikov, Mikhail Reynolds, Caleb J Reynolds, James P Rigaud, Kévin Rioux, Charlie Rivera, Sebastian Robertson, Olly Román-Caballero, Rafael Ropovik, Ivan Röseler, Lukas Ross, Robert M Rotella, Amanda Rüffer, Franziska F Rusche, Felix Rusconi, Massimo Russo, Irene Sahm, Alexander H J Salamon, Janos Samahita, Margaret Sanaei, Ali Sangchooli, Arshiya Sarafoglou, Alexandra Scandola, Michele Schaak, Henning Schaerer, Michael Schares, Eric Schilling, Hayden T Schmalz, Xenia Schmidt, Kathleen Schonberg, Tom Schreiner, Marcel R Schröder, Joris M Schubert, Anna-Lena Schuetze, Brendan Schultz, Douglas H Schulze, Lars Schwartz, Shawn T Schwitter, Nicole Scoggins, Bermond Seetahul, Yashvin Seri, Raffaello Shanks, David R Shaw, Stacy T Shaw, Joseph Shen, Qiang Siemroth, Christoph Sladekova, Martina Somo, Angela Sondhi, Arjun Sonmez, Burak Spantig, Lisa Speekenbrink, Maarten Stamos, Angelos Stasielowicz, Lukasz Steckermeier, Leonie C Steinkamp, Simon R Stoevenbelt, Andrea H Street, Chris N H Suchow, Jordan W Sunde, Hans Fredrik Sundquist, James Suschevskiy, Vsevolod Swain, Scott D Szecsi, Peter Szekely-Copîndean, Raluca D Szumowska, Ewa Tacconelli, Alessandro Talbert, Eli Tang, John P Tendeiro, Jorge N Testori, Martina Toffalini, Enrico Tomašević, Aleksandar Topel, Selin Torkkeli, Lasse Tozzi, Leonardo Traczyk, Jakub Trinidad, Alexander Trübutschek, Darinka Turek, Konrad Uhlich, Maximiliane Uhlmann, Eric L Urbanska, Karolina Van Assche, Jasper van Assen, Marcel A L M van Dongen, Noah N N van Lieshout, Kenny van Veldhuizen, Roel Varga, Marton A Vaughn, Leigh Ann Venczel, Fruzsina Vezzoli, Michela Vierus, Paul Visalli, Antonino Voldal, Emily Votta, Fabio Wagenmakers, Eric-Jan Waldendorf, Anica Walker, Matthew J Wall, Matthew B Wallen, Henri Wang, Ke Wang, Iris Wang, Y Andre Weinmann, Markus Weiß, Martin Westheide, Christian Wichman, Aaron Wilcke, Juliane C Williams, Benedict J Wisniewski, David Woiczyk, Thomas K A Woźniak, Mateusz Wright, Joshua D Youyou, Wu Wulff, Jesper N Yang, Tao Yeung, Siu Kit Yuen, Kenneth S L Zawistowski, Michał Zein, Rizqy A Zhao, Xian Zheng, Zefan Zhou, Steven Ziller, Conrad Zimmerman, David Zogmaister, Cristina Zultan, Ro'i Fox, Nicholas Errington, Timothy M Nosek, Brian A Aczel, Balazs Szaszi, Barnabas Clelland, Harry T Kovacs, Marton Holzmeister, Felix van Ravenzwaaij, Don Schulz-Kümpel, Hannah Hoffmann, Sabine Nilsonne, Gustav Kosa, Livia Torma, Zoltan A Abdelfatah, Yousuf Aberson, Christopher L Acar, Oguz A Acem, Ensar Adamkovic, Matus Adamovich, Timofey Adiasto, Krisna Ahnström, Love Akil, Atakan M Al-Busaidi, Adil S Al-Hoorie, Ali H Albers, Casper J Allen, Peter J Alsalti, Taym Altman, Micah Alzahawi, Shilaan Ambrosini, Ettore Anafinova, Saule Anand, Rahul Angerer, Martin Angulo-Brunet, Ariadna Antonietti, Alberto Arato, Jozsef Arenas, Andreu Aviña, Marco M Azevedo, Flavio Bachl, Marko Bago, Bence Bahník, Štěpán Baker, Bradley J Balayan, Elza Baldwin, Cassandra L Banai, Benjamin Banas, Kasia Bartoš, František Baskin, Ernest Bastiaansen, Jojanneke A Bault, Nadège Bauman, Christopher W Beazer, Quintin H Behnke, Maciej Bendixen, Theiss Berger, Sebastian Bernard, Anna Bernardic, Ursa Bloom, Paul A Boldt, Annika Bosch-Rosa, Ciril Botvinik-Nezer, Rotem Bouyamourn, Adam Bozkurt, Ozge Brehm, Laurel Breuer, Johannes Briggs, Ryan Brohmer, Hilmar Buchanan, Erin Buckenmaier, Johannes Buckley, Jeffrey Buczny, Jacek Burghart, Matthias Butt, Bilal H Byrd, Nick Cafarelli, Valentina Callahan, Patrick Capitán, Tabaré Carriere, Kevin Cataldo, Andrea M Cepaluni, Gabriel Chan, Eugene Chandler, Jesse J Chang, Chia-Chen Chen, Xi Chen, Shirley Shuo Chen, Fadong Chen, Hao Chirkov, Valerii Cialfi, Daniela Clarke, Beth Coelho, Sophie G Cohen, Clara Collins, Jason Cook, Susan W Corlazzoli, Gaia Cummins, Jamie Czymara, Christian D'hondt, Jonathan Rosa, Anna Dalla Davis, Abi M B Davis, Charles P Day, Martin V De Keyzer, Freya de Leeuw, Joshua R de Vries, Tjeerd Rudmer Debnath, Ramit Dechterenko, Filip Demiral, Elif E Desgroseilliers, Marc Dianovics, Dominik Diveica, Veronica Dochow-Sondershaus, Stephan Dohle, Simone Dong, LiChen Dora, Jonas Dorrough, Angela R Dreber, Anna Du, Hongfei Edlund, John E Eerland, Anita Efendić, Emir Elder, Jacob Elsherif, Mahmoud M Ernst, Mareike Estrada, Eduardo Eudave, Luis Evans, Thomas R Farrera, Arodi Ferrouhi, El Mehdi Fiala, Lenka Fialho, Fabrício M Fiechter, Joshua L Fišar, Miloš Flores-Kanter, Pablo Ezequiel Folwarczny, Michał Fossum, Jessica L Franco, Vithor R Freichel, René Freire, Danilo Frese, Joris Furnas, Alexander C Gaebler, Johann D Gajary, Lisa C Galang, Carl Michael Ganschow, Benjamin Garrison, S Mason Gasiorowska, Agata Ponne, Bruno Gasparotto Gauriot, Romain Geminiani, Alice Geraldes, Diogo Gernsbacher, Morton Ann Giani, Cinzia Glerean, Enrico Gligorić, Vukašin Gnambs, Timo Godefroidt, Amélie González-Bustamante, Bastián Goreis, Andreas Graf-Vlachy, Lorenz Grieder, Manuel Grigoryev, Dmitry Grinschgl, Sandra Grüning, David J Guassi Moreira, João F Guichet, Clément Gurgand, Lilas Habibnia, Hooman Hafenbrack, Andrew C Hafenbrädl, Sebastian Häffner, Carolin Hagemeister, Felix Haigh, Matthew Hajdu, Nandor Hajimoladarvish, Narges Hall, Jonathan D Hamjediers, Maik Hardwick, Robert M Harma, Mehmet Harp, Nicholas R Hartvig, Áron D Heiberger, Raphael H Heim, Arthur Hernæs, Øystein Hernaus, Dennis Heyman, Tom Hicks, Joshua Hogeveen, Jeremy Höpler, Julia Houlihan, Sean Dae Huber, Christoph Hughes, Conor Hummler, Teresa Huth, Karoline Ingendahl, Moritz Ishii, Tatsunori Isler, Ozan Izydorczak, Kamil Jackson, Iain R Jahn, Andrew Jain, Maitri Jakubow, Alexander Jang, Daisung Jang, JunHyeok Jekel, Marc Jia, Fanli Jiménez-Leal, William Johnson, Rebecca Jones, Alex Jungkunz, Sebastian Kačmár, Pavol Kaiser, Caspar Kalaycı, Yağmur Kantorowicz, Jaroslaw Karabulut, Anıl Karch, Julian D Karimi-Rouzbahani, Hamid Karl, Johannes A Kažemekaitytė, Austėja Kazlou, Aliaksandr Kekecs, Zoltan Kim, Jin Kirchler, Michael H Kiss-Dobronyi, Bence Klasmeier, Kai N Klein, Jack W Koba, Cemal Kołczyńska, Marta Kolias, Pavlos Kolouch Grabovský, Matěj Korbmacher, Max Korda, Živa Kowal, Marta Kretzschmar, André Krivoshchekov, Vladislav Krypotos, Angelos-Miltiadis Kubsch, Marcus Kunisato, Yoshihiko Lacko, David Landwehr, Jan R Lange, Martin Lee, Hongmi Lee, Daniel Lee, Sangil Lemay, Edward P Lempert, Daniel Leo, Andrea Lesage, Elise Levin, Joel M Li, Peng Lin, Jing Lindsay, Luke Lisovoj, Daria Liu, Meng Liu, Sihong Liu, Tingshu Iacono, Sergio Lo Lodder, Paul López-Bueno, Rubén Lopez-Nicolas, Ruben Loter, Katharina Lou, Nigel Mantou Lovakov, Andrey Lu, Jackson G Ludwig, Jonas Luebber, Finn Lukavský, Jiří Luo, Charles Q Lyu, Xuanyu Maassen, Esther Máčel, Martin Mack, Michael L Madan, Christopher R Mädebach, Andreas Maffly-Kipp, Joseph Mallinson, Daniel J Marchetti, Igor Marghetis, Tyler Marini, Matteo M Fages, Diego Marino Martínez, Mayte Martinoli, Mario Masiliunas, Aidas Massoni, Sébastien Mathieu, Kaleb C Mayer, Stefan Mayer, Duncan J Mayer, Maren McCormick, Ethan M McDonough, Ian M McGowan, Amanda L McIntyre, Miranda M McKee, Paul Meier, Armando N Meier, Pascal F Melero, Helena Merkle, Christoph Merz, Raphael Michaelides, Michalis P Michaelsen, Patrik Mikolajczak, Gosia Mill, Wladislaw Millroth, Philip Miroshnik, Kirill G Misiak, Michal Mora, Youri L Moreau, David Moreh, Chris Morvinski, Coby Mushtaq, Faisal Nagy, Tamás Nater, Christa Naumann, Elias Navarrete, Gorka Nebe, Stephan Nedderhoff, Andre Nennstiel, Richard Neugebauer, Martin Nicolaisen-Sobesky, Eliana Nielsen, Yngwie A Niso, Guiomar Nowak, Benjamin Okan, Mehmet Ong, Kenneth Onicas, Adrian I Oswald, Christian Otten, Kasper Pandey, Shubham Pantazi, Myrto Papale, Paolo Pärnamets, Philip Pauer, Shiva Pavlov, Yuri G Pawel, Samuel Peelle, Jonathan E Peetz, Hannah K Peez, Anton Pesciarelli, Francesca Peterson, Brenton D Petruželka, Benjamin Petter, Jonas Pfänder, Jan Pfuhl, Gerit Phillips, Joseph Pietryka, Matthew T Pirrone, Angelo Pit, Ilse L Plachti, Anna Plank, Irene Sophia Ploner, Matteo Poldrack, Russell A Pollmann, Monique M H Porcher, Simon Präg, Patrick Pua, Andrew Adrian Y Pugel, Jessica Puri, Rohan Püski, Marcell Radkani, Setayesh Raes, Louis Rafaï, Ismaël Raiber, Klara Rathje, Steve Rehms, Raphael Reshetnikov, Mikhail Reynolds, Caleb J Reynolds, James P Rigaud, Kévin Rioux, Charlie Rivera, Sebastian Robertson, Olly Román-Caballero, Rafael Ropovik, Ivan Röseler, Lukas Ross, Robert M Rotella, Amanda Rüffer, Franziska F Rusche, Felix Rusconi, Massimo Russo, Irene Sahm, Alexander H J Salamon, Janos Samahita, Margaret Sanaei, Ali Sangchooli, Arshiya Sarafoglou, Alexandra Scandola, Michele Schaak, Henning Schaerer, Michael Schares, Eric Schilling, Hayden T Schmalz, Xenia Schmidt, Kathleen Schonberg, Tom Schreiner, Marcel R Schröder, Joris M Schubert, Anna-Lena Schuetze, Brendan Schultz, Douglas H Schulze, Lars Schwartz, Shawn T Schwitter, Nicole Scoggins, Bermond Seetahul, Yashvin Seri, Raffaello Shanks, David R Shaw, Stacy T Shaw, Joseph Shen, Qiang Siemroth, Christoph Sladekova, Martina Somo, Angela Sondhi, Arjun Sonmez, Burak Spantig, Lisa Speekenbrink, Maarten Stamos, Angelos Stasielowicz, Lukasz Steckermeier, Leonie C Steinkamp, Simon R Stoevenbelt, Andrea H Street, Chris N H Suchow, Jordan W Sunde, Hans Fredrik Sundquist, James Suschevskiy, Vsevolod Swain, Scott D Szecsi, Peter Szekely-Copîndean, Raluca D Szumowska, Ewa Tacconelli, Alessandro Talbert, Eli Tang, John P Tendeiro, Jorge N Testori, Martina Toffalini, Enrico Tomašević, Aleksandar Topel, Selin Torkkeli, Lasse Tozzi, Leonardo Traczyk, Jakub Trinidad, Alexander Trübutschek, Darinka Turek, Konrad Uhlich, Maximiliane Uhlmann, Eric L Urbanska, Karolina Van Assche, Jasper van Assen, Marcel A L M van Dongen, Noah N N van Lieshout, Kenny van Veldhuizen, Roel Varga, Marton A Vaughn, Leigh Ann Venczel, Fruzsina Vezzoli, Michela Vierus, Paul Visalli, Antonino Voldal, Emily Votta, Fabio Wagenmakers, Eric-Jan Waldendorf, Anica Walker, Matthew J Wall, Matthew B Wallen, Henri Wang, Ke Wang, Iris Wang, Y Andre Weinmann, Markus Weiß, Martin Westheide, Christian Wichman, Aaron Wilcke, Juliane C Williams, Benedict J Wisniewski, David Woiczyk, Thomas K A Woźniak, Mateusz Wright, Joshua D Youyou, Wu Wulff, Jesper N Yang, Tao Yeung, Siu Kit Yuen, Kenneth S L Zawistowski, Michał Zein, Rizqy A Zhao, Xian Zheng, Zefan Zhou, Steven Ziller, Conrad Zimmerman, David Zogmaister, Cristina Zultan, Ro'i Fox, Nicholas Errington, Timothy M Nosek, Brian A
collection	PubMed - marine biology
contents	Investigating the analytical robustness of the social and behavioural sciences. Aczel, Balazs Szaszi, Barnabas Clelland, Harry T Kovacs, Marton Holzmeister, Felix van Ravenzwaaij, Don Schulz-Kümpel, Hannah Hoffmann, Sabine Nilsonne, Gustav Kosa, Livia Torma, Zoltan A Abdelfatah, Yousuf Aberson, Christopher L Acar, Oguz A Acem, Ensar Adamkovic, Matus Adamovich, Timofey Adiasto, Krisna Ahnström, Love Akil, Atakan M Al-Busaidi, Adil S Al-Hoorie, Ali H Albers, Casper J Allen, Peter J Alsalti, Taym Altman, Micah Alzahawi, Shilaan Ambrosini, Ettore Anafinova, Saule Anand, Rahul Angerer, Martin Angulo-Brunet, Ariadna Antonietti, Alberto Arato, Jozsef Arenas, Andreu Aviña, Marco M Azevedo, Flavio Bachl, Marko Bago, Bence Bahník, Štěpán Baker, Bradley J Balayan, Elza Baldwin, Cassandra L Banai, Benjamin Banas, Kasia Bartoš, František Baskin, Ernest Bastiaansen, Jojanneke A Bault, Nadège Bauman, Christopher W Beazer, Quintin H Behnke, Maciej Bendixen, Theiss Berger, Sebastian Bernard, Anna Bernardic, Ursa Bloom, Paul A Boldt, Annika Bosch-Rosa, Ciril Botvinik-Nezer, Rotem Bouyamourn, Adam Bozkurt, Ozge Brehm, Laurel Breuer, Johannes Briggs, Ryan Brohmer, Hilmar Buchanan, Erin Buckenmaier, Johannes Buckley, Jeffrey Buczny, Jacek Burghart, Matthias Butt, Bilal H Byrd, Nick Cafarelli, Valentina Callahan, Patrick Capitán, Tabaré Carriere, Kevin Cataldo, Andrea M Cepaluni, Gabriel Chan, Eugene Chandler, Jesse J Chang, Chia-Chen Chen, Xi Chen, Shirley Shuo Chen, Fadong Chen, Hao Chirkov, Valerii Cialfi, Daniela Clarke, Beth Coelho, Sophie G Cohen, Clara Collins, Jason Cook, Susan W Corlazzoli, Gaia Cummins, Jamie Czymara, Christian D'hondt, Jonathan Rosa, Anna Dalla Davis, Abi M B Davis, Charles P Day, Martin V De Keyzer, Freya de Leeuw, Joshua R de Vries, Tjeerd Rudmer Debnath, Ramit Dechterenko, Filip Demiral, Elif E Desgroseilliers, Marc Dianovics, Dominik Diveica, Veronica Dochow-Sondershaus, Stephan Dohle, Simone Dong, LiChen Dora, Jonas Dorrough, Angela R Dreber, Anna Du, Hongfei Edlund, John E Eerland, Anita Efendić, Emir Elder, Jacob Elsherif, Mahmoud M Ernst, Mareike Estrada, Eduardo Eudave, Luis Evans, Thomas R Farrera, Arodi Ferrouhi, El Mehdi Fiala, Lenka Fialho, Fabrício M Fiechter, Joshua L Fišar, Miloš Flores-Kanter, Pablo Ezequiel Folwarczny, Michał Fossum, Jessica L Franco, Vithor R Freichel, René Freire, Danilo Frese, Joris Furnas, Alexander C Gaebler, Johann D Gajary, Lisa C Galang, Carl Michael Ganschow, Benjamin Garrison, S Mason Gasiorowska, Agata Ponne, Bruno Gasparotto Gauriot, Romain Geminiani, Alice Geraldes, Diogo Gernsbacher, Morton Ann Giani, Cinzia Glerean, Enrico Gligorić, Vukašin Gnambs, Timo Godefroidt, Amélie González-Bustamante, Bastián Goreis, Andreas Graf-Vlachy, Lorenz Grieder, Manuel Grigoryev, Dmitry Grinschgl, Sandra Grüning, David J Guassi Moreira, João F Guichet, Clément Gurgand, Lilas Habibnia, Hooman Hafenbrack, Andrew C Hafenbrädl, Sebastian Häffner, Carolin Hagemeister, Felix Haigh, Matthew Hajdu, Nandor Hajimoladarvish, Narges Hall, Jonathan D Hamjediers, Maik Hardwick, Robert M Harma, Mehmet Harp, Nicholas R Hartvig, Áron D Heiberger, Raphael H Heim, Arthur Hernæs, Øystein Hernaus, Dennis Heyman, Tom Hicks, Joshua Hogeveen, Jeremy Höpler, Julia Houlihan, Sean Dae Huber, Christoph Hughes, Conor Hummler, Teresa Huth, Karoline Ingendahl, Moritz Ishii, Tatsunori Isler, Ozan Izydorczak, Kamil Jackson, Iain R Jahn, Andrew Jain, Maitri Jakubow, Alexander Jang, Daisung Jang, JunHyeok Jekel, Marc Jia, Fanli Jiménez-Leal, William Johnson, Rebecca Jones, Alex Jungkunz, Sebastian Kačmár, Pavol Kaiser, Caspar Kalaycı, Yağmur Kantorowicz, Jaroslaw Karabulut, Anıl Karch, Julian D Karimi-Rouzbahani, Hamid Karl, Johannes A Kažemekaitytė, Austėja Kazlou, Aliaksandr Kekecs, Zoltan Kim, Jin Kirchler, Michael H Kiss-Dobronyi, Bence Klasmeier, Kai N Klein, Jack W Koba, Cemal Kołczyńska, Marta Kolias, Pavlos Kolouch Grabovský, Matěj Korbmacher, Max Korda, Živa Kowal, Marta Kretzschmar, André Krivoshchekov, Vladislav Krypotos, Angelos-Miltiadis Kubsch, Marcus Kunisato, Yoshihiko Lacko, David Landwehr, Jan R Lange, Martin Lee, Hongmi Lee, Daniel Lee, Sangil Lemay, Edward P Lempert, Daniel Leo, Andrea Lesage, Elise Levin, Joel M Li, Peng Lin, Jing Lindsay, Luke Lisovoj, Daria Liu, Meng Liu, Sihong Liu, Tingshu Iacono, Sergio Lo Lodder, Paul López-Bueno, Rubén Lopez-Nicolas, Ruben Loter, Katharina Lou, Nigel Mantou Lovakov, Andrey Lu, Jackson G Ludwig, Jonas Luebber, Finn Lukavský, Jiří Luo, Charles Q Lyu, Xuanyu Maassen, Esther Máčel, Martin Mack, Michael L Madan, Christopher R Mädebach, Andreas Maffly-Kipp, Joseph Mallinson, Daniel J Marchetti, Igor Marghetis, Tyler Marini, Matteo M Fages, Diego Marino Martínez, Mayte Martinoli, Mario Masiliunas, Aidas Massoni, Sébastien Mathieu, Kaleb C Mayer, Stefan Mayer, Duncan J Mayer, Maren McCormick, Ethan M McDonough, Ian M McGowan, Amanda L McIntyre, Miranda M McKee, Paul Meier, Armando N Meier, Pascal F Melero, Helena Merkle, Christoph Merz, Raphael Michaelides, Michalis P Michaelsen, Patrik Mikolajczak, Gosia Mill, Wladislaw Millroth, Philip Miroshnik, Kirill G Misiak, Michal Mora, Youri L Moreau, David Moreh, Chris Morvinski, Coby Mushtaq, Faisal Nagy, Tamás Nater, Christa Naumann, Elias Navarrete, Gorka Nebe, Stephan Nedderhoff, Andre Nennstiel, Richard Neugebauer, Martin Nicolaisen-Sobesky, Eliana Nielsen, Yngwie A Niso, Guiomar Nowak, Benjamin Okan, Mehmet Ong, Kenneth Onicas, Adrian I Oswald, Christian Otten, Kasper Pandey, Shubham Pantazi, Myrto Papale, Paolo Pärnamets, Philip Pauer, Shiva Pavlov, Yuri G Pawel, Samuel Peelle, Jonathan E Peetz, Hannah K Peez, Anton Pesciarelli, Francesca Peterson, Brenton D Petruželka, Benjamin Petter, Jonas Pfänder, Jan Pfuhl, Gerit Phillips, Joseph Pietryka, Matthew T Pirrone, Angelo Pit, Ilse L Plachti, Anna Plank, Irene Sophia Ploner, Matteo Poldrack, Russell A Pollmann, Monique M H Porcher, Simon Präg, Patrick Pua, Andrew Adrian Y Pugel, Jessica Puri, Rohan Püski, Marcell Radkani, Setayesh Raes, Louis Rafaï, Ismaël Raiber, Klara Rathje, Steve Rehms, Raphael Reshetnikov, Mikhail Reynolds, Caleb J Reynolds, James P Rigaud, Kévin Rioux, Charlie Rivera, Sebastian Robertson, Olly Román-Caballero, Rafael Ropovik, Ivan Röseler, Lukas Ross, Robert M Rotella, Amanda Rüffer, Franziska F Rusche, Felix Rusconi, Massimo Russo, Irene Sahm, Alexander H J Salamon, Janos Samahita, Margaret Sanaei, Ali Sangchooli, Arshiya Sarafoglou, Alexandra Scandola, Michele Schaak, Henning Schaerer, Michael Schares, Eric Schilling, Hayden T Schmalz, Xenia Schmidt, Kathleen Schonberg, Tom Schreiner, Marcel R Schröder, Joris M Schubert, Anna-Lena Schuetze, Brendan Schultz, Douglas H Schulze, Lars Schwartz, Shawn T Schwitter, Nicole Scoggins, Bermond Seetahul, Yashvin Seri, Raffaello Shanks, David R Shaw, Stacy T Shaw, Joseph Shen, Qiang Siemroth, Christoph Sladekova, Martina Somo, Angela Sondhi, Arjun Sonmez, Burak Spantig, Lisa Speekenbrink, Maarten Stamos, Angelos Stasielowicz, Lukasz Steckermeier, Leonie C Steinkamp, Simon R Stoevenbelt, Andrea H Street, Chris N H Suchow, Jordan W Sunde, Hans Fredrik Sundquist, James Suschevskiy, Vsevolod Swain, Scott D Szecsi, Peter Szekely-Copîndean, Raluca D Szumowska, Ewa Tacconelli, Alessandro Talbert, Eli Tang, John P Tendeiro, Jorge N Testori, Martina Toffalini, Enrico Tomašević, Aleksandar Topel, Selin Torkkeli, Lasse Tozzi, Leonardo Traczyk, Jakub Trinidad, Alexander Trübutschek, Darinka Turek, Konrad Uhlich, Maximiliane Uhlmann, Eric L Urbanska, Karolina Van Assche, Jasper van Assen, Marcel A L M van Dongen, Noah N N van Lieshout, Kenny van Veldhuizen, Roel Varga, Marton A Vaughn, Leigh Ann Venczel, Fruzsina Vezzoli, Michela Vierus, Paul Visalli, Antonino Voldal, Emily Votta, Fabio Wagenmakers, Eric-Jan Waldendorf, Anica Walker, Matthew J Wall, Matthew B Wallen, Henri Wang, Ke Wang, Iris Wang, Y Andre Weinmann, Markus Weiß, Martin Westheide, Christian Wichman, Aaron Wilcke, Juliane C Williams, Benedict J Wisniewski, David Woiczyk, Thomas K A Woźniak, Mateusz Wright, Joshua D Youyou, Wu Wulff, Jesper N Yang, Tao Yeung, Siu Kit Yuen, Kenneth S L Zawistowski, Michał Zein, Rizqy A Zhao, Xian Zheng, Zefan Zhou, Steven Ziller, Conrad Zimmerman, David Zogmaister, Cristina Zultan, Ro'i Fox, Nicholas Errington, Timothy M Nosek, Brian A Social Sciences Behavioral Sciences Reproducibility of Results Humans Research Design Behavioral Research The same dataset can be analysed in different justifiable ways to answer the same research question, potentially challenging the robustness of empirical science. In this crowd initiative, we investigated the degree to which research findings in the social and behavioural sciences are contingent on analysts' choices. We examined a stratified random sample of 100 studies published between 2009 and 2018, in which, for one claim per study, at least five reanalysts independently reanalysed the original data. The statistical appropriateness of the reanalyses was assessed in peer evaluations, and the robustness indicators were inspected along a range of research characteristics and study designs. We found that 34% of the independent reanalyses yielded the same result (within a tolerance region of ±0.05 Cohen's d) as the original report; with a four times broader tolerance region, this indicator increased to 57%. Of the reanalyses conducted, 74% reached the same conclusion as the original investigation, 24% yielded no effects or inconclusive results and 2% reported the opposite effect. This exploratory study indicates that the common single-path analyses in social and behavioural research should not be simply assumed to be robust to alternative analyses. Therefore, we recommend the development and use of practices to explore and communicate this neglected source of uncertainty.
format	Artículo científico
id	pubmed_41922703
institution	PubMed
language	en
publishDate	2026
publisher	Nature
record_format	pubmed
spellingShingle	Investigating the analytical robustness of the social and behavioural sciences. Aczel, Balazs Szaszi, Barnabas Clelland, Harry T Kovacs, Marton Holzmeister, Felix van Ravenzwaaij, Don Schulz-Kümpel, Hannah Hoffmann, Sabine Nilsonne, Gustav Kosa, Livia Torma, Zoltan A Abdelfatah, Yousuf Aberson, Christopher L Acar, Oguz A Acem, Ensar Adamkovic, Matus Adamovich, Timofey Adiasto, Krisna Ahnström, Love Akil, Atakan M Al-Busaidi, Adil S Al-Hoorie, Ali H Albers, Casper J Allen, Peter J Alsalti, Taym Altman, Micah Alzahawi, Shilaan Ambrosini, Ettore Anafinova, Saule Anand, Rahul Angerer, Martin Angulo-Brunet, Ariadna Antonietti, Alberto Arato, Jozsef Arenas, Andreu Aviña, Marco M Azevedo, Flavio Bachl, Marko Bago, Bence Bahník, Štěpán Baker, Bradley J Balayan, Elza Baldwin, Cassandra L Banai, Benjamin Banas, Kasia Bartoš, František Baskin, Ernest Bastiaansen, Jojanneke A Bault, Nadège Bauman, Christopher W Beazer, Quintin H Behnke, Maciej Bendixen, Theiss Berger, Sebastian Bernard, Anna Bernardic, Ursa Bloom, Paul A Boldt, Annika Bosch-Rosa, Ciril Botvinik-Nezer, Rotem Bouyamourn, Adam Bozkurt, Ozge Brehm, Laurel Breuer, Johannes Briggs, Ryan Brohmer, Hilmar Buchanan, Erin Buckenmaier, Johannes Buckley, Jeffrey Buczny, Jacek Burghart, Matthias Butt, Bilal H Byrd, Nick Cafarelli, Valentina Callahan, Patrick Capitán, Tabaré Carriere, Kevin Cataldo, Andrea M Cepaluni, Gabriel Chan, Eugene Chandler, Jesse J Chang, Chia-Chen Chen, Xi Chen, Shirley Shuo Chen, Fadong Chen, Hao Chirkov, Valerii Cialfi, Daniela Clarke, Beth Coelho, Sophie G Cohen, Clara Collins, Jason Cook, Susan W Corlazzoli, Gaia Cummins, Jamie Czymara, Christian D'hondt, Jonathan Rosa, Anna Dalla Davis, Abi M B Davis, Charles P Day, Martin V De Keyzer, Freya de Leeuw, Joshua R de Vries, Tjeerd Rudmer Debnath, Ramit Dechterenko, Filip Demiral, Elif E Desgroseilliers, Marc Dianovics, Dominik Diveica, Veronica Dochow-Sondershaus, Stephan Dohle, Simone Dong, LiChen Dora, Jonas Dorrough, Angela R Dreber, Anna Du, Hongfei Edlund, John E Eerland, Anita Efendić, Emir Elder, Jacob Elsherif, Mahmoud M Ernst, Mareike Estrada, Eduardo Eudave, Luis Evans, Thomas R Farrera, Arodi Ferrouhi, El Mehdi Fiala, Lenka Fialho, Fabrício M Fiechter, Joshua L Fišar, Miloš Flores-Kanter, Pablo Ezequiel Folwarczny, Michał Fossum, Jessica L Franco, Vithor R Freichel, René Freire, Danilo Frese, Joris Furnas, Alexander C Gaebler, Johann D Gajary, Lisa C Galang, Carl Michael Ganschow, Benjamin Garrison, S Mason Gasiorowska, Agata Ponne, Bruno Gasparotto Gauriot, Romain Geminiani, Alice Geraldes, Diogo Gernsbacher, Morton Ann Giani, Cinzia Glerean, Enrico Gligorić, Vukašin Gnambs, Timo Godefroidt, Amélie González-Bustamante, Bastián Goreis, Andreas Graf-Vlachy, Lorenz Grieder, Manuel Grigoryev, Dmitry Grinschgl, Sandra Grüning, David J Guassi Moreira, João F Guichet, Clément Gurgand, Lilas Habibnia, Hooman Hafenbrack, Andrew C Hafenbrädl, Sebastian Häffner, Carolin Hagemeister, Felix Haigh, Matthew Hajdu, Nandor Hajimoladarvish, Narges Hall, Jonathan D Hamjediers, Maik Hardwick, Robert M Harma, Mehmet Harp, Nicholas R Hartvig, Áron D Heiberger, Raphael H Heim, Arthur Hernæs, Øystein Hernaus, Dennis Heyman, Tom Hicks, Joshua Hogeveen, Jeremy Höpler, Julia Houlihan, Sean Dae Huber, Christoph Hughes, Conor Hummler, Teresa Huth, Karoline Ingendahl, Moritz Ishii, Tatsunori Isler, Ozan Izydorczak, Kamil Jackson, Iain R Jahn, Andrew Jain, Maitri Jakubow, Alexander Jang, Daisung Jang, JunHyeok Jekel, Marc Jia, Fanli Jiménez-Leal, William Johnson, Rebecca Jones, Alex Jungkunz, Sebastian Kačmár, Pavol Kaiser, Caspar Kalaycı, Yağmur Kantorowicz, Jaroslaw Karabulut, Anıl Karch, Julian D Karimi-Rouzbahani, Hamid Karl, Johannes A Kažemekaitytė, Austėja Kazlou, Aliaksandr Kekecs, Zoltan Kim, Jin Kirchler, Michael H Kiss-Dobronyi, Bence Klasmeier, Kai N Klein, Jack W Koba, Cemal Kołczyńska, Marta Kolias, Pavlos Kolouch Grabovský, Matěj Korbmacher, Max Korda, Živa Kowal, Marta Kretzschmar, André Krivoshchekov, Vladislav Krypotos, Angelos-Miltiadis Kubsch, Marcus Kunisato, Yoshihiko Lacko, David Landwehr, Jan R Lange, Martin Lee, Hongmi Lee, Daniel Lee, Sangil Lemay, Edward P Lempert, Daniel Leo, Andrea Lesage, Elise Levin, Joel M Li, Peng Lin, Jing Lindsay, Luke Lisovoj, Daria Liu, Meng Liu, Sihong Liu, Tingshu Iacono, Sergio Lo Lodder, Paul López-Bueno, Rubén Lopez-Nicolas, Ruben Loter, Katharina Lou, Nigel Mantou Lovakov, Andrey Lu, Jackson G Ludwig, Jonas Luebber, Finn Lukavský, Jiří Luo, Charles Q Lyu, Xuanyu Maassen, Esther Máčel, Martin Mack, Michael L Madan, Christopher R Mädebach, Andreas Maffly-Kipp, Joseph Mallinson, Daniel J Marchetti, Igor Marghetis, Tyler Marini, Matteo M Fages, Diego Marino Martínez, Mayte Martinoli, Mario Masiliunas, Aidas Massoni, Sébastien Mathieu, Kaleb C Mayer, Stefan Mayer, Duncan J Mayer, Maren McCormick, Ethan M McDonough, Ian M McGowan, Amanda L McIntyre, Miranda M McKee, Paul Meier, Armando N Meier, Pascal F Melero, Helena Merkle, Christoph Merz, Raphael Michaelides, Michalis P Michaelsen, Patrik Mikolajczak, Gosia Mill, Wladislaw Millroth, Philip Miroshnik, Kirill G Misiak, Michal Mora, Youri L Moreau, David Moreh, Chris Morvinski, Coby Mushtaq, Faisal Nagy, Tamás Nater, Christa Naumann, Elias Navarrete, Gorka Nebe, Stephan Nedderhoff, Andre Nennstiel, Richard Neugebauer, Martin Nicolaisen-Sobesky, Eliana Nielsen, Yngwie A Niso, Guiomar Nowak, Benjamin Okan, Mehmet Ong, Kenneth Onicas, Adrian I Oswald, Christian Otten, Kasper Pandey, Shubham Pantazi, Myrto Papale, Paolo Pärnamets, Philip Pauer, Shiva Pavlov, Yuri G Pawel, Samuel Peelle, Jonathan E Peetz, Hannah K Peez, Anton Pesciarelli, Francesca Peterson, Brenton D Petruželka, Benjamin Petter, Jonas Pfänder, Jan Pfuhl, Gerit Phillips, Joseph Pietryka, Matthew T Pirrone, Angelo Pit, Ilse L Plachti, Anna Plank, Irene Sophia Ploner, Matteo Poldrack, Russell A Pollmann, Monique M H Porcher, Simon Präg, Patrick Pua, Andrew Adrian Y Pugel, Jessica Puri, Rohan Püski, Marcell Radkani, Setayesh Raes, Louis Rafaï, Ismaël Raiber, Klara Rathje, Steve Rehms, Raphael Reshetnikov, Mikhail Reynolds, Caleb J Reynolds, James P Rigaud, Kévin Rioux, Charlie Rivera, Sebastian Robertson, Olly Román-Caballero, Rafael Ropovik, Ivan Röseler, Lukas Ross, Robert M Rotella, Amanda Rüffer, Franziska F Rusche, Felix Rusconi, Massimo Russo, Irene Sahm, Alexander H J Salamon, Janos Samahita, Margaret Sanaei, Ali Sangchooli, Arshiya Sarafoglou, Alexandra Scandola, Michele Schaak, Henning Schaerer, Michael Schares, Eric Schilling, Hayden T Schmalz, Xenia Schmidt, Kathleen Schonberg, Tom Schreiner, Marcel R Schröder, Joris M Schubert, Anna-Lena Schuetze, Brendan Schultz, Douglas H Schulze, Lars Schwartz, Shawn T Schwitter, Nicole Scoggins, Bermond Seetahul, Yashvin Seri, Raffaello Shanks, David R Shaw, Stacy T Shaw, Joseph Shen, Qiang Siemroth, Christoph Sladekova, Martina Somo, Angela Sondhi, Arjun Sonmez, Burak Spantig, Lisa Speekenbrink, Maarten Stamos, Angelos Stasielowicz, Lukasz Steckermeier, Leonie C Steinkamp, Simon R Stoevenbelt, Andrea H Street, Chris N H Suchow, Jordan W Sunde, Hans Fredrik Sundquist, James Suschevskiy, Vsevolod Swain, Scott D Szecsi, Peter Szekely-Copîndean, Raluca D Szumowska, Ewa Tacconelli, Alessandro Talbert, Eli Tang, John P Tendeiro, Jorge N Testori, Martina Toffalini, Enrico Tomašević, Aleksandar Topel, Selin Torkkeli, Lasse Tozzi, Leonardo Traczyk, Jakub Trinidad, Alexander Trübutschek, Darinka Turek, Konrad Uhlich, Maximiliane Uhlmann, Eric L Urbanska, Karolina Van Assche, Jasper van Assen, Marcel A L M van Dongen, Noah N N van Lieshout, Kenny van Veldhuizen, Roel Varga, Marton A Vaughn, Leigh Ann Venczel, Fruzsina Vezzoli, Michela Vierus, Paul Visalli, Antonino Voldal, Emily Votta, Fabio Wagenmakers, Eric-Jan Waldendorf, Anica Walker, Matthew J Wall, Matthew B Wallen, Henri Wang, Ke Wang, Iris Wang, Y Andre Weinmann, Markus Weiß, Martin Westheide, Christian Wichman, Aaron Wilcke, Juliane C Williams, Benedict J Wisniewski, David Woiczyk, Thomas K A Woźniak, Mateusz Wright, Joshua D Youyou, Wu Wulff, Jesper N Yang, Tao Yeung, Siu Kit Yuen, Kenneth S L Zawistowski, Michał Zein, Rizqy A Zhao, Xian Zheng, Zefan Zhou, Steven Ziller, Conrad Zimmerman, David Zogmaister, Cristina Zultan, Ro'i Fox, Nicholas Errington, Timothy M Nosek, Brian A Social Sciences Behavioral Sciences Reproducibility of Results Humans Research Design Behavioral Research Investigating the analytical robustness of the social and behavioural sciences. Aczel, Balazs Szaszi, Barnabas Clelland, Harry T Kovacs, Marton Holzmeister, Felix van Ravenzwaaij, Don Schulz-Kümpel, Hannah Hoffmann, Sabine Nilsonne, Gustav Kosa, Livia Torma, Zoltan A Abdelfatah, Yousuf Aberson, Christopher L Acar, Oguz A Acem, Ensar Adamkovic, Matus Adamovich, Timofey Adiasto, Krisna Ahnström, Love Akil, Atakan M Al-Busaidi, Adil S Al-Hoorie, Ali H Albers, Casper J Allen, Peter J Alsalti, Taym Altman, Micah Alzahawi, Shilaan Ambrosini, Ettore Anafinova, Saule Anand, Rahul Angerer, Martin Angulo-Brunet, Ariadna Antonietti, Alberto Arato, Jozsef Arenas, Andreu Aviña, Marco M Azevedo, Flavio Bachl, Marko Bago, Bence Bahník, Štěpán Baker, Bradley J Balayan, Elza Baldwin, Cassandra L Banai, Benjamin Banas, Kasia Bartoš, František Baskin, Ernest Bastiaansen, Jojanneke A Bault, Nadège Bauman, Christopher W Beazer, Quintin H Behnke, Maciej Bendixen, Theiss Berger, Sebastian Bernard, Anna Bernardic, Ursa Bloom, Paul A Boldt, Annika Bosch-Rosa, Ciril Botvinik-Nezer, Rotem Bouyamourn, Adam Bozkurt, Ozge Brehm, Laurel Breuer, Johannes Briggs, Ryan Brohmer, Hilmar Buchanan, Erin Buckenmaier, Johannes Buckley, Jeffrey Buczny, Jacek Burghart, Matthias Butt, Bilal H Byrd, Nick Cafarelli, Valentina Callahan, Patrick Capitán, Tabaré Carriere, Kevin Cataldo, Andrea M Cepaluni, Gabriel Chan, Eugene Chandler, Jesse J Chang, Chia-Chen Chen, Xi Chen, Shirley Shuo Chen, Fadong Chen, Hao Chirkov, Valerii Cialfi, Daniela Clarke, Beth Coelho, Sophie G Cohen, Clara Collins, Jason Cook, Susan W Corlazzoli, Gaia Cummins, Jamie Czymara, Christian D'hondt, Jonathan Rosa, Anna Dalla Davis, Abi M B Davis, Charles P Day, Martin V De Keyzer, Freya de Leeuw, Joshua R de Vries, Tjeerd Rudmer Debnath, Ramit Dechterenko, Filip Demiral, Elif E Desgroseilliers, Marc Dianovics, Dominik Diveica, Veronica Dochow-Sondershaus, Stephan Dohle, Simone Dong, LiChen Dora, Jonas Dorrough, Angela R Dreber, Anna Du, Hongfei Edlund, John E Eerland, Anita Efendić, Emir Elder, Jacob Elsherif, Mahmoud M Ernst, Mareike Estrada, Eduardo Eudave, Luis Evans, Thomas R Farrera, Arodi Ferrouhi, El Mehdi Fiala, Lenka Fialho, Fabrício M Fiechter, Joshua L Fišar, Miloš Flores-Kanter, Pablo Ezequiel Folwarczny, Michał Fossum, Jessica L Franco, Vithor R Freichel, René Freire, Danilo Frese, Joris Furnas, Alexander C Gaebler, Johann D Gajary, Lisa C Galang, Carl Michael Ganschow, Benjamin Garrison, S Mason Gasiorowska, Agata Ponne, Bruno Gasparotto Gauriot, Romain Geminiani, Alice Geraldes, Diogo Gernsbacher, Morton Ann Giani, Cinzia Glerean, Enrico Gligorić, Vukašin Gnambs, Timo Godefroidt, Amélie González-Bustamante, Bastián Goreis, Andreas Graf-Vlachy, Lorenz Grieder, Manuel Grigoryev, Dmitry Grinschgl, Sandra Grüning, David J Guassi Moreira, João F Guichet, Clément Gurgand, Lilas Habibnia, Hooman Hafenbrack, Andrew C Hafenbrädl, Sebastian Häffner, Carolin Hagemeister, Felix Haigh, Matthew Hajdu, Nandor Hajimoladarvish, Narges Hall, Jonathan D Hamjediers, Maik Hardwick, Robert M Harma, Mehmet Harp, Nicholas R Hartvig, Áron D Heiberger, Raphael H Heim, Arthur Hernæs, Øystein Hernaus, Dennis Heyman, Tom Hicks, Joshua Hogeveen, Jeremy Höpler, Julia Houlihan, Sean Dae Huber, Christoph Hughes, Conor Hummler, Teresa Huth, Karoline Ingendahl, Moritz Ishii, Tatsunori Isler, Ozan Izydorczak, Kamil Jackson, Iain R Jahn, Andrew Jain, Maitri Jakubow, Alexander Jang, Daisung Jang, JunHyeok Jekel, Marc Jia, Fanli Jiménez-Leal, William Johnson, Rebecca Jones, Alex Jungkunz, Sebastian Kačmár, Pavol Kaiser, Caspar Kalaycı, Yağmur Kantorowicz, Jaroslaw Karabulut, Anıl Karch, Julian D Karimi-Rouzbahani, Hamid Karl, Johannes A Kažemekaitytė, Austėja Kazlou, Aliaksandr Kekecs, Zoltan Kim, Jin Kirchler, Michael H Kiss-Dobronyi, Bence Klasmeier, Kai N Klein, Jack W Koba, Cemal Kołczyńska, Marta Kolias, Pavlos Kolouch Grabovský, Matěj Korbmacher, Max Korda, Živa Kowal, Marta Kretzschmar, André Krivoshchekov, Vladislav Krypotos, Angelos-Miltiadis Kubsch, Marcus Kunisato, Yoshihiko Lacko, David Landwehr, Jan R Lange, Martin Lee, Hongmi Lee, Daniel Lee, Sangil Lemay, Edward P Lempert, Daniel Leo, Andrea Lesage, Elise Levin, Joel M Li, Peng Lin, Jing Lindsay, Luke Lisovoj, Daria Liu, Meng Liu, Sihong Liu, Tingshu Iacono, Sergio Lo Lodder, Paul López-Bueno, Rubén Lopez-Nicolas, Ruben Loter, Katharina Lou, Nigel Mantou Lovakov, Andrey Lu, Jackson G Ludwig, Jonas Luebber, Finn Lukavský, Jiří Luo, Charles Q Lyu, Xuanyu Maassen, Esther Máčel, Martin Mack, Michael L Madan, Christopher R Mädebach, Andreas Maffly-Kipp, Joseph Mallinson, Daniel J Marchetti, Igor Marghetis, Tyler Marini, Matteo M Fages, Diego Marino Martínez, Mayte Martinoli, Mario Masiliunas, Aidas Massoni, Sébastien Mathieu, Kaleb C Mayer, Stefan Mayer, Duncan J Mayer, Maren McCormick, Ethan M McDonough, Ian M McGowan, Amanda L McIntyre, Miranda M McKee, Paul Meier, Armando N Meier, Pascal F Melero, Helena Merkle, Christoph Merz, Raphael Michaelides, Michalis P Michaelsen, Patrik Mikolajczak, Gosia Mill, Wladislaw Millroth, Philip Miroshnik, Kirill G Misiak, Michal Mora, Youri L Moreau, David Moreh, Chris Morvinski, Coby Mushtaq, Faisal Nagy, Tamás Nater, Christa Naumann, Elias Navarrete, Gorka Nebe, Stephan Nedderhoff, Andre Nennstiel, Richard Neugebauer, Martin Nicolaisen-Sobesky, Eliana Nielsen, Yngwie A Niso, Guiomar Nowak, Benjamin Okan, Mehmet Ong, Kenneth Onicas, Adrian I Oswald, Christian Otten, Kasper Pandey, Shubham Pantazi, Myrto Papale, Paolo Pärnamets, Philip Pauer, Shiva Pavlov, Yuri G Pawel, Samuel Peelle, Jonathan E Peetz, Hannah K Peez, Anton Pesciarelli, Francesca Peterson, Brenton D Petruželka, Benjamin Petter, Jonas Pfänder, Jan Pfuhl, Gerit Phillips, Joseph Pietryka, Matthew T Pirrone, Angelo Pit, Ilse L Plachti, Anna Plank, Irene Sophia Ploner, Matteo Poldrack, Russell A Pollmann, Monique M H Porcher, Simon Präg, Patrick Pua, Andrew Adrian Y Pugel, Jessica Puri, Rohan Püski, Marcell Radkani, Setayesh Raes, Louis Rafaï, Ismaël Raiber, Klara Rathje, Steve Rehms, Raphael Reshetnikov, Mikhail Reynolds, Caleb J Reynolds, James P Rigaud, Kévin Rioux, Charlie Rivera, Sebastian Robertson, Olly Román-Caballero, Rafael Ropovik, Ivan Röseler, Lukas Ross, Robert M Rotella, Amanda Rüffer, Franziska F Rusche, Felix Rusconi, Massimo Russo, Irene Sahm, Alexander H J Salamon, Janos Samahita, Margaret Sanaei, Ali Sangchooli, Arshiya Sarafoglou, Alexandra Scandola, Michele Schaak, Henning Schaerer, Michael Schares, Eric Schilling, Hayden T Schmalz, Xenia Schmidt, Kathleen Schonberg, Tom Schreiner, Marcel R Schröder, Joris M Schubert, Anna-Lena Schuetze, Brendan Schultz, Douglas H Schulze, Lars Schwartz, Shawn T Schwitter, Nicole Scoggins, Bermond Seetahul, Yashvin Seri, Raffaello Shanks, David R Shaw, Stacy T Shaw, Joseph Shen, Qiang Siemroth, Christoph Sladekova, Martina Somo, Angela Sondhi, Arjun Sonmez, Burak Spantig, Lisa Speekenbrink, Maarten Stamos, Angelos Stasielowicz, Lukasz Steckermeier, Leonie C Steinkamp, Simon R Stoevenbelt, Andrea H Street, Chris N H Suchow, Jordan W Sunde, Hans Fredrik Sundquist, James Suschevskiy, Vsevolod Swain, Scott D Szecsi, Peter Szekely-Copîndean, Raluca D Szumowska, Ewa Tacconelli, Alessandro Talbert, Eli Tang, John P Tendeiro, Jorge N Testori, Martina Toffalini, Enrico Tomašević, Aleksandar Topel, Selin Torkkeli, Lasse Tozzi, Leonardo Traczyk, Jakub Trinidad, Alexander Trübutschek, Darinka Turek, Konrad Uhlich, Maximiliane Uhlmann, Eric L Urbanska, Karolina Van Assche, Jasper van Assen, Marcel A L M van Dongen, Noah N N van Lieshout, Kenny van Veldhuizen, Roel Varga, Marton A Vaughn, Leigh Ann Venczel, Fruzsina Vezzoli, Michela Vierus, Paul Visalli, Antonino Voldal, Emily Votta, Fabio Wagenmakers, Eric-Jan Waldendorf, Anica Walker, Matthew J Wall, Matthew B Wallen, Henri Wang, Ke Wang, Iris Wang, Y Andre Weinmann, Markus Weiß, Martin Westheide, Christian Wichman, Aaron Wilcke, Juliane C Williams, Benedict J Wisniewski, David Woiczyk, Thomas K A Woźniak, Mateusz Wright, Joshua D Youyou, Wu Wulff, Jesper N Yang, Tao Yeung, Siu Kit Yuen, Kenneth S L Zawistowski, Michał Zein, Rizqy A Zhao, Xian Zheng, Zefan Zhou, Steven Ziller, Conrad Zimmerman, David Zogmaister, Cristina Zultan, Ro'i Fox, Nicholas Errington, Timothy M Nosek, Brian A Social Sciences Behavioral Sciences Reproducibility of Results Humans Research Design Behavioral Research The same dataset can be analysed in different justifiable ways to answer the same research question, potentially challenging the robustness of empirical science. In this crowd initiative, we investigated the degree to which research findings in the social and behavioural sciences are contingent on analysts' choices. We examined a stratified random sample of 100 studies published between 2009 and 2018, in which, for one claim per study, at least five reanalysts independently reanalysed the original data. The statistical appropriateness of the reanalyses was assessed in peer evaluations, and the robustness indicators were inspected along a range of research characteristics and study designs. We found that 34% of the independent reanalyses yielded the same result (within a tolerance region of ±0.05 Cohen's d) as the original report; with a four times broader tolerance region, this indicator increased to 57%. Of the reanalyses conducted, 74% reached the same conclusion as the original investigation, 24% yielded no effects or inconclusive results and 2% reported the opposite effect. This exploratory study indicates that the common single-path analyses in social and behavioural research should not be simply assumed to be robust to alternative analyses. Therefore, we recommend the development and use of practices to explore and communicate this neglected source of uncertainty.
title	Investigating the analytical robustness of the social and behavioural sciences.
topic	Social Sciences Behavioral Sciences Reproducibility of Results Humans Research Design Behavioral Research
url	https://pubmed.ncbi.nlm.nih.gov/41922703/

Similar Items