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  • 2026-04-01
    closedaccess

    Investigating the replicability of the social and behavioural sciences

    Tyner, Andrew H.
    Abatayo, Anna Lou
    Daley, Mason
    Field, Samuel
    Fox, Nicholas
    Haber, Noah A.
    Hahn, Krystal M.
    Struhl, Melissa Kline
    Mawhinney, Brinna
    Miske, Olivia
    Silverstein, Priya
    Soderberg, Courtney K.
    Stankov, Theresa
    Abbasi, Ahmed
    Aberson, Christopher L.
    Aczel, Balazs
    Adamkovič, Matúš
    Albayrak, Nihan
    Allen, Peter J.
    Andreychik, Michael
    Awtrey, Eli
    Axxe, Erick
    Azevedo, Flavio
    Bader, Miles D.
    Bago, Bence
    Bailey, James
    Bakker, Marjan
    Banik, Gabriel
    Banks, George C.
    Baskin, Ernest
    Batruch, Anatolia
    Beatteay, Annika
    Behr, Sophie M.
    Berente, Nicholas
    Berry, Zachariah
    Białkowski, Jędrzej
    Bodroža, Bojana
    Boeschoten, Laura
    Bognar, Miklos
    Bokhove, Christian
    Bonfiglio, Diane
    Bouwman, Robin
    Brady, Timothy F.
    Braithwaite, Scott R.
    Briceño, Gabriel Jiménez
    Brick, Cameron
    Bricka, Traci
    Briker, Roman
    Brown, Annette N.
    Brown, Gordon D. A.
    van Aert, Robbie C. M.
    Caldwell, Kathryn
    Capitan, Sara
    Capitán, Tabaré
    Chandler, Jesse
    Charles, Tessa
    Chartier, Christopher R.
    Chawdhary, Rahul
    Cheng, Kent Jason
    Chopik, William J.
    Clark, Bruce
    Colvin, Victoria E.
    Comer, C. Cozette
    Costantini, Giulio
    Coupé, Tom
    Cummins, Jamie
    Czernatowicz-Kukuczka, Aneta
    de Leeuw, Joshua
    Dobolyi, David
    Druckman, James N.
    Duan, Jianhua
    Dujmović, Marin
    Dunleavy, Daniel J.
    Durkee, Patrick K.
    Emery, Cécile
    Esterling, Kevin M.
    Evans, Thomas R.
    Fedor, Anna
    Fernández-Castilla, Belén
    Fiala, Nathan
    Field, James G.
    Fong, Nathan
    Fonseca, Miguel A.
    Freeman, Alexandra L. J.
    Freese, Jeremy
    Geiger, Sandra J.
    Geng, Jing
    Getz, Laura M.
    Geven, Linda Marjoleine
    Gleibs, Ilka Helene
    Gonzales, Donna Pamella
    Gooty, Janaki
    Gourdon-Kanhukamwe, Amélie
    Greculescu, Cristina
    Griffin, Siobhán M.
    Grigoryan, Lusine
    Grunow, Martina
    Gunby, Nicholas
    Hall, Braeden
    Hanel, Paul H. P.
    Hannon, Erin E.
    Harper, Sam
    Held, Marco Jürgen
    Hickman, Louis
    Higgins, Nathan C.
    Hippel, Svenja
    Hoeppner, Sven
    Hong, Sanghyun
    Hostler, Thomas J.
    Inzlicht, Michael
    Jaeger, Bastian
    Jankowsky, Kristin
    Jarke-Neuert, Johannes
    Jensen, Matthew
    Jokić, Biljana
    Jolles, Daniel
    Jolly, Phillip
    Jones, Angela M.
    Juanchich, Marie
    Kačmár, Pavol
    Kapoor, Hansika
    Keljanovic, Andjela
    Koirala, Samjhana
    Kołczyńska, Marta
    Kouroupaki, Dimitra
    Kühnen, Ulrich
    Landgrave, Michelangelo
    Larson, Michael J.
    Laulié, Lyonel
    Lawrence, Alice C. E.
    Le Forestier, Joel M.
    Leahy, Katelin E.
    Lee, Sungmok
    Leslie, Jared
    Lewis, Savannah C.
    Limnios, Christopher
    Lin, Hause
    Liu, An-Chiao
    Lloyd, John Wills
    Ludvig, Elliot A.
    Lynott, Dermot
    MacDonald, Jordan
    Mallik, Peter
    Mallinson, Daniel J.
    Marinazzo, Daniele
    Martarelli, Corinna S.
    Matacotta, Joshua
    McBride, Andrew
    McHugh, Cillian
    McMillan, Gail
    Méndez, Esteban
    Metzger, Mitchell
    Michaelides, Michalis P.
    Michalak, Johannes
    Micheli, Leticia
    Miller, Jeremy K.
    Milyavskaya, Marina
    Molden, Daniel C.
    Monjaras, Ambar G.
    Moreau, David
    Morrow, Audrey
    Moya, Cristóbal
    Mudrik, Liad
    Mulder, Laetitia B.
    Munt, Katie A.
    Nandi, Arijit
    Nason, Kathryn
    Nast, Carolin
    Nave, Gideon
    Nax, Heinrich H.
    Neubauer, Florian
    Nguyen, Phuong Linh L.
    Nichols, Austin Lee
    Nilsonne, Gustav
    O’Boyle, Ernest
    Oettinghaus, Jule
    Oh, Jeewon
    Oshana, Adoril
    Ostermann, Thomas
    Ostrowski, Rachel P.
    Oyebanjo, Abiola
    Panczak, Radoslaw
    Patrianakos, Jamie
    Pavez, Ignacio
    Pavlov, Yuri G.
    Persson, Sofia
    Perugini, Marco
    Peters, Kim
    Pieters, Constant
    Ponizovskiy, Vladimir
    Porter, Nathaniel D.
    Prenoveau, Jason M.
    Purić, Danka
    Purol, Mariah F.
    Puthillam, Arathy
    Quinn, Kimberly A.
    Ramljak, Marco
    Reed, W. Robert
    Ritchie, Michaela
    Ritzau, Margaret
    Roche, Sean Patrick
    Rodela, Romina
    Röer, Jan Philipp
    Ropovik, Ivan
    Rothschild, Jacob
    Saal, Justine
    Safadi, Hani
    Samaha, Jason
    Sanchez, Mary
    Sankaran, Soorya
    Santos, David
    Sargent, Amanda C.
    Sauter, Marian
    Schmidt, Kathleen
    Schnabel, Landon
    Schroeder, Amber N.
    Schuetz, Sebastian W.
    Schuetze, Brendan A.
    Schulte-Mecklenbeck, Michael
    Schütz, Astrid
    Sevigny, Eric L.
    Shackleton, Ellie
    Shafranek, Richard M.
    Shaki, Samuel
    Shakya, Shishir
    Sirota, Miroslav
    Sisco, Matthew Ryan
    Sitnikov, Maksim M.
    Slevc, L. Robert
    Smalarz, Laura
    Smith, Colin Tucker
    Snyder, Joel S.
    Sommet, Nicolas
    Sonmez, Fatih
    Spellman, Barbara A.
    Stanulewicz-Buckley, Natalia
    Stock, George
    Street, Chris N. H.
    Strømland, Eirik
    Sundelin, Tina
    Syed, Moin
    Szabelska, Anna
    Szaszi, Barnabas
    Szumowska, Ewa
    Tagat, Anirudh
    Täuber, Susanne
    Tay, Louis
    Thapa, Stuti
    Thatcher, Jason
    Tsaklakidou, Domna
    Tummers, Lars
    Turkovich, Elise
    Tutor, Melba Verra
    Urbanska, Karolina
    van’t Veer, Anna Elisabeth
    van Assen, Marcel
    van de Ven, Niels
    van den Goorbergh, Ruben
    Vargo, Elisabeth Julie
    Vaughn, Leigh Ann
    Vazire, Simine
    Vermeulen, Jentien M.
    Vo, Diem Thi Hong
    Volkman, Victor
    Wagenmakers, Eric-Jan
    Wagner, Deliah
    Walasek, Lukasz
    Walter, Frank
    Warmelink, Lara
    Wei, Liuqing
    Weißflog, Marie Isabelle
    Weller, Nicholas
    Wichman, Aaron L.
    Wilbiks, Jonathan
    Williams, Jamal R.
    Wolfe, Kelly
    Wort, Finnian
    Wright, Ryan
    Wulff, Jesper N.
    Xue, Xindong
    Yan, Veronica X.
    Yang, Yuzhi
    Yoon, Sangsuk
    Žeželj, Iris
    Zhang, Yinxian
    Ziano, Ignazio
    Zogmaister, Cristina
    Zupan, Zorana
    Zwaan, Rolf A.
    Nosek Brian A.
    Errington, Timothy M.
    Pursuing replicability — independent evidence for previous claims — is important for creating generalizable knowledge. Here we attempted replications of 274 claims of positive results from 164 quantitative papers published from 2009 to 2018 in 54 journals in the social and behavioural sciences. Replications were high powered on average to detect the original effect size (median of 99.6%), used original materials when relevant and available, and were peer reviewed in advance through a standardized internal protocol. Replications showed statistically significant results in the original pattern for 151 of 274 claims (55.1% (95% confidence interval (CI) 49.2–60.9%)) and for 80.8 of 164 papers (49.3% (95% CI 43.8–54.7%)), weighed for replicating multiple claims per paper. We observed modest variation in replication rates across disciplines (42.5–63.1%), although some estimates had high uncertainty. The median Pearson’s r effect size was 0.25 (95% CI 0.21–0.27) for original studies and 0.10 (95% CI 0.09–0.13) for replication studies, an 82.4% (95% CI 67.8–88.2%) reduction in shared variance. Thirteen methods for evaluating replication success provided estimates ranging from 28.6% to 74.8% (median of 49.3%). Some decline in effect size and significance is expected based on power to detect original effects and regression to the mean because we replicated only positive results. We observe that challenges for replicability extend across social–behavioural sciences, illustrating the importance of identifying conditions that promote or inhibit replicability.
    Pozostałe osiągnięcia naukoweArtykuły (zamknięty dostęp)Journal article
  • 2026-03-03
    closedaccess

    Beyond Prototypicality: Identity Leadership Is About Shaping and Embedding a Sense of Social Identity, Not Just Representing It

    Research inspired by the social identity theory of leadership has focused predominantly on the importance of a leader being seen to be representative of the groups they lead. However, beyond this, research suggests that leaders also need to create, advance, and embed a sense of shared social identity in those groups. In the present research, we explore how these different facets of identity leadership combine to form distinct leader profiles. We draw on two heterogeneous independent samples from the Global Identity Leadership Development project (N = 7682; N = 7855) to explore profiles of leaders’ engagement in identity leadership. In both studies, a latent profile analysis of the results of a CFA using a bifactor-(S − 1) model was conducted. In each case, the analysis identified two different predominant identity leadership profiles: ‘engaged identity leaders’ and ‘moderate-inconsistent identity leaders’. Employees working with engaged identity leaders reported substantially more positive job-related attitudes. The results were very similar across the two studies and suggest that this profile analysis is generalizable. The findings support suggestions that identity leadership is multidimensional rather than solely a matter of identity prototypicality.
    Pozostałe osiągnięcia naukoweArtykuły (zamknięty dostęp)Journal article
  • 2026-04-07
    closedaccess

    O presji środkowoeuropejskich wspólnot politycznych na ochronę ich interesów na tle łotewskiego sporu o flagę

    The primary objective of this article is to demonstrate the impact of collective identities and communitarian elements on the processes of law application in contemporary Central Europe. The analyses are conducted against the backdrop of a dispute resolved nearly a decade ago by the Latvian Constitutional Court, which, in essence, represented a clash between the language of individual rights and the language of community interests. To verify the hypothesis concerning the influence of values defined as communitarian on final Judicial decisions – with particular emphasis on the reasoning underlying these decisions – the Latvian dispute, serving as the point of departure, is situated within a broader regional context and examined through the lens of Martin Loughlin’s concept of ‘invisible constitution’.
    Pozostałe osiągnięcia naukoweArtykuły (zamknięty dostęp)Journal article
  • 2026-04-01
    closedaccess

    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
    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
    Dalla Rosa, Anna
    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
    Gasparotto Ponne, Bruno
    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
    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
    A. Karl, Johannes
    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
    Lo Iacono, Sergio
    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.
    Marino Fages, Diego
    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
    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.
    The same dataset can be analysed in different justifiable ways to answer the same research question, potentially challenging the robustness of empirical science1,2,3. 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 analyses4. Therefore, we recommend the development and use of practices to explore and communicate this neglected source of uncertainty.
    Pozostałe osiągnięcia naukoweArtykuły (zamknięty dostęp)Journal article
  • 2026
    closedaccess

    The power of pretend: unveiling the role of play complexity in self-regulation among polish preschool children

    Korucu, Irem
    McClelland, Megan M.
    Pretend play is crucial for preschool children’s cognitive and social development and has potential links to self-regulation. While prior research suggests associations between pretend play complexity and self-regulation, the relations between specific dimensions of pretend play and specific dimensions of self-regulation remain underexplored. This study examines associations between pretend play dimensions and behavioral and emotional self-regulation, expecting cognitive dimensions (organization, elaboration, imagination) to relate positively to behavioral regulation and the social interaction dimension to emotional regulation. Participants included 93 children (50.5% girls, Mage = 60.77 months, SD = 13.34) in Krakow, Poland. Pretend play was assessed using indicators of complexity and social relationships using observational assessments. Children’s behavioral self-regulation and emotion regulation was evaluated through direct assessments. Hierarchical regression analyses indicated that the organization aspect of pretend play (β = .38, p = .024) and age (β = 0.55, p < .001) were significant predictors of behavioral self-regulation. No significant predictors emerged for emotional self-regulation, and the explained variance was minimal (R2 = .07, p = .352). Structured pretend play may support behavioral self-regulation in preschoolers, while its role in emotional self-regulation remains unclear. Further research should explore additional play characteristics and contextual factors influencing self-regulation.
    Pozostałe osiągnięcia naukoweArtykuły (zamknięty dostęp)Journal article