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Beitner J, Helbing J, David EJ, Võ MLH. Using a flashlight-contingent window paradigm to investigate visual search and object memory in virtual reality and on computer screens. Sci Rep 2024; 14:8596. [PMID: 38615047 DOI: 10.1038/s41598-024-58941-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 04/04/2024] [Indexed: 04/15/2024] Open
Abstract
A popular technique to modulate visual input during search is to use gaze-contingent windows. However, these are often rather discomforting, providing the impression of visual impairment. To counteract this, we asked participants in this study to search through illuminated as well as dark three-dimensional scenes using a more naturalistic flashlight with which they could illuminate the rooms. In a surprise incidental memory task, we tested the identities and locations of objects encountered during search. Importantly, we tested this study design in both immersive virtual reality (VR; Experiment 1) and on a desktop-computer screen (Experiment 2). As hypothesized, searching with a flashlight increased search difficulty and memory usage during search. We found a memory benefit for identities of distractors in the flashlight condition in VR but not in the computer screen experiment. Surprisingly, location memory was comparable across search conditions despite the enormous difference in visual input. Subtle differences across experiments only appeared in VR after accounting for previous recognition performance, hinting at a benefit of flashlight search in VR. Our findings highlight that removing visual information does not necessarily impair location memory, and that screen experiments using virtual environments can elicit the same major effects as VR setups.
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Affiliation(s)
- Julia Beitner
- Department of Psychology, Goethe University Frankfurt, Frankfurt am Main, Germany.
| | - Jason Helbing
- Department of Psychology, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Erwan Joël David
- Department of Psychology, Goethe University Frankfurt, Frankfurt am Main, Germany
- LIUM, Le Mans Université, Le Mans, France
| | - Melissa Lê-Hoa Võ
- Department of Psychology, Goethe University Frankfurt, Frankfurt am Main, Germany
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Beitner J, Helbing J, Draschkow D, David EJ, Võ MLH. Flipping the world upside down: Using eye tracking in virtual reality to study visual search in inverted scenes. J Eye Mov Res 2023; 15. [DOI: 10.16910/jemr.15.3.5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/05/2023] Open
Abstract
Image inversion is a powerful tool for investigating cognitive mechanisms of visual perception. However, studies have mainly used inversion in paradigms presented on two-dimensional computer screens. It remains open whether disruptive effects of inversion also hold true in more naturalistic scenarios. In our study, we used scene inversion in virtual reality in combination with eye tracking to investigate the mechanisms of repeated visual search through three-dimensional immersive indoor scenes. Scene inversion affected all gaze and head measures except fixation durations and saccade amplitudes. Our behavioral results, surprisingly, did not entirely follow as hypothesized: While search efficiency dropped significantly in inverted scenes, participants did not utilize more memory as measured by search time slopes. This indicates that despite the disruption, participants did not try to compensate the increased difficulty by using more memory. Our study highlights the importance of investigating classical experimental paradigms in more naturalistic scenarios to advance research on daily human behavior.
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Buchanan EM, Lewis SC, Paris B, Forscher PS, Pavlacic JM, Beshears JE, Drexler SM, Gourdon-Kanhukamwe A, Mallik PR, Silan MAA, Miller JK, IJzerman H, Moshontz H, Beaudry JL, Suchow JW, Chartier CR, Coles NA, Sharifian M, Todsen AL, Levitan CA, Azevedo F, Legate N, Heller B, Rothman AJ, Dorison CA, Gill BP, Wang K, Rees VW, Gibbs N, Goldenberg A, Thi Nguyen TV, Gross JJ, Kaminski G, von Bastian CC, Paruzel-Czachura M, Mosannenzadeh F, Azouaghe S, Bran A, Ruiz-Fernandez S, Santos AC, Reggev N, Zickfeld JH, Akkas H, Pantazi M, Ropovik I, Korbmacher M, Arriaga P, Gjoneska B, Warmelink L, Alves SG, de Holanda Coelho GL, Stieger S, Schei V, Hanel PHP, Szaszi B, Fedotov M, Antfolk J, Marcu GM, Schrötter J, Kunst JR, Geiger SJ, Adetula A, Kocalar HE, Kielińska J, Kačmár P, Bokkour A, Galindo-Caballero OJ, Djamai I, Pöntinen SJ, Agesin BE, Jernsäther T, Urooj A, Rachev NR, Koptjevskaja-Tamm M, Kurfalı M, Pit IL, Li R, Çoksan S, Dubrov D, Paltrow TE, Baník G, Korobova T, Studzinska A, Jiang X, Aruta JJBR, Vintr J, Chiu F, Kaliska L, Berkessel JB, Tümer M, Morales-Izquierdo S, Chuan-Peng H, Vezirian K, Rosa AD, Bialobrzeska O, Vasilev MR, Beitner J, Kácha O, Žuro B, Westerlund M, Nedelcheva-Datsova M, Findor A, Krupić D, Kowal M, Askelund AD, Pourafshari R, Đorđević JM, Schmidt ND, Baklanova E, Szala A, Zakharov I, Vranka MA, Ihaya K, Grano C, Cellini N, Białek M, Anton-Boicuk L, Dalgar I, Adıgüzel A, Verharen JPH, Maturan PLG, Kassianos AP, Oliveira R, Čadek M, Adoric VC, Özdoğru AA, Sverdrup TE, Aczel B, Zambrano D, Ahmed A, Tamnes CK, Yamada Y, Volz L, Sunami N, Suter L, Vieira L, Groyecka-Bernard A, Kamburidis JA, Reips UD, Harutyunyan M, Adetula GA, Allred TB, Barzykowski K, Antazo BG, Zsido AN, Šakan DD, Cyrus-Lai W, Ahlgren LP, Hruška M, Vega D, Manunta E, Mokady A, Capizzi M, Martončik M, Say N, Filip K, Vilar R, Staniaszek K, Vdovic M, Adamkovic M, Johannes N, Hajdu N, Cohen N, Overkott C, Krupić D, Hubena B, Nilsonne G, Mioni G, Solorzano CS, Ishii T, Chen Z, Kushnir E, Karaarslan C, Ribeiro RR, Khaoudi A, Kossowska M, Bavolar J, Hoyer K, Roczniewska M, Karababa A, Becker M, Monteiro RP, Kunisato Y, Metin-Orta I, Adamus S, Kozma L, Czarnek G, Domurat A, Štrukelj E, Alvarez DS, Parzuchowski M, Massoni S, Czamanski-Cohen J, Pronizius E, Muchembled F, van Schie K, Saçaklı A, Hristova E, Kuzminska AO, Charyate A, Bijlstra G, Afhami R, Majeed NM, Musser ED, Sirota M, Ross RM, Yeung SK, Papadatou-Pastou M, Foroni F, Almeida IAT, Grigoryev D, Lewis DMG, Holford DL, Janssen SMJ, Tatachari S, Batres C, Olofsson JK, Daches S, Belaus A, Pfuhl G, Corral-Frias NS, Sousa D, Röer JP, Isager PM, Godbersen H, Walczak RB, Van Doren N, Ren D, Gill T, Voracek M, DeBruine LM, Anne M, Očovaj SB, Thomas AG, Arvanitis A, Ostermann T, Wolfe K, Arinze NC, Bundt C, Lamm C, Calin-Jageman RJ, Davis WE, Karekla M, Zorjan S, Jaremka LM, Uttley J, Hricova M, Koehn MA, Kiselnikova N, Bai H, Krafnick AJ, Balci BB, Ballantyne T, Lins S, Vally Z, Esteban-Serna C, Schmidt K, Macapagal PML, Szwed P, Zdybek PM, Moreau D, Collins WM, Joy-Gaba JA, Vilares I, Tran US, Boudesseul J, Albayrak-Aydemir N, Dixson BJW, Perillo JT, Ferreira A, Westgate EC, Aberson CL, Arinze AI, Jaeger B, Butt MM, Silva JR, Storage DS, Janak AP, Jiménez-Leal W, Soto JA, Sorokowska A, McCarthy R, Tullett AM, Frias-Armenta M, Ribeiro MFF, Hartanto A, Forbes PAG, Willis ML, Del Carmen Tejada R M, Torres AJO, Stephen ID, Vaidis DC, de la Rosa-Gómez A, Yu K, Sutherland CAM, Manavalan M, Behzadnia B, Urban J, Baskin E, McFall JP, Ogbonnaya CE, Fu CHY, Rahal RM, Ndukaihe ILG, Hostler TJ, Kappes HB, Sorokowski P, Khosla M, Lazarevic LB, Eudave L, Vilsmeier JK, Luis EO, Muda R, Agadullina E, Cárcamo RA, Reeck C, Anjum G, Venegas MCT, Misiak M, Ryan RM, Nock NL, Travaglino GA, Mensink MC, Feldman G, Wichman AL, Chou W, Ziano I, Seehuus M, Chopik WJ, Kung FYH, Carpentier J, Vaughn LA, Du H, Xiao Q, Lima TJS, Noone C, Onie S, Verbruggen F, Radtke T, Primbs MA. The Psychological Science Accelerator's COVID-19 rapid-response dataset. Sci Data 2023; 10:87. [PMID: 36774440 PMCID: PMC9918828 DOI: 10.1038/s41597-022-01811-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Accepted: 10/27/2022] [Indexed: 02/13/2023] Open
Abstract
In response to the COVID-19 pandemic, the Psychological Science Accelerator coordinated three large-scale psychological studies to examine the effects of loss-gain framing, cognitive reappraisals, and autonomy framing manipulations on behavioral intentions and affective measures. The data collected (April to October 2020) included specific measures for each experimental study, a general questionnaire examining health prevention behaviors and COVID-19 experience, geographical and cultural context characterization, and demographic information for each participant. Each participant started the study with the same general questions and then was randomized to complete either one longer experiment or two shorter experiments. Data were provided by 73,223 participants with varying completion rates. Participants completed the survey from 111 geopolitical regions in 44 unique languages/dialects. The anonymized dataset described here is provided in both raw and processed formats to facilitate re-use and further analyses. The dataset offers secondary analytic opportunities to explore coping, framing, and self-determination across a diverse, global sample obtained at the onset of the COVID-19 pandemic, which can be merged with other time-sampled or geographic data.
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Affiliation(s)
- Erin M Buchanan
- Analytics, Harrisburg University of Science and Technology, Harrisburg, USA.
| | | | | | | | | | | | - Shira Meir Drexler
- Department of Neurology, Mauritius Hospital Meerbusch, Meerbusch, Germany
| | | | | | | | | | - Hans IJzerman
- LIP/PC2S, Université Grenoble Alpes, Grenoble, France
- Institut Universitaire de France, Paris, France
| | | | - Jennifer L Beaudry
- Department of Psychological Sciences, Swinburne University of Technology, Melbourne, Australia
| | - Jordan W Suchow
- School of Business, Stevens Institute of Technology, Hoboken, USA
| | | | - Nicholas A Coles
- Center for the Study of Language and Information, Stanford University, Stanford, USA
| | | | - Anna Louise Todsen
- School of Psychology and Neuroscience, University of St Andrews, St Andrews, United Kingdom
| | | | - Flávio Azevedo
- Department of Psychology, University of Cambridge, Cambridge, United Kingdom
| | | | - Blake Heller
- Hobby School of Public Affairs, University of Houston, Houston, USA
| | | | | | | | - Ke Wang
- Harvard University, Boston, USA
| | - Vaughan W Rees
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, USA
| | | | | | | | - James J Gross
- Department of Psychology, Stanford University, Stanford, CA, USA
| | | | | | - Mariola Paruzel-Czachura
- Institute of Psychology, University of Silesia in Katowice, Katowice, Spain
- Penn Center for Neuroaesthetics, ChatLab, University of Pennsylvania, Philadelphia, US
| | | | - Soufian Azouaghe
- LIP/PC2S, Université Grenoble Alpes, Grenoble, France
- Department of Psychology, Mohammed V University, Rabat, Morocco
| | | | | | - Anabela Caetano Santos
- Department of Education, Social Sciences and Humanities, Faculty of Human Kinetics, University of Lisbon, Lisbon, Portugal
- Environmental Health Institute, Faculty of Medicine, University of Lisbon, Lisbon, Portugal
| | - Niv Reggev
- Department of Psychology and School of Brain Sciences and Cognition, Ben Gurion University, Beersheba, Israel
| | | | - Handan Akkas
- MIS Department, Ankara Science University, Ankara, Turkey
| | - Myrto Pantazi
- Center for Social and Cultural Psychology, Université libre de Bruxelles, Brussels, Belgium
| | - Ivan Ropovik
- Faculty of Education, Institute for Research and Development of Education, Charles University, Prague, Czechia
- Faculty of Education, University of Presov, Presov, Slovakia
| | - Max Korbmacher
- Western Norway University of Applied Sciences, Bergen, Norway
| | - Patrícia Arriaga
- CIS_Iscte, ISCTE - University Institute of Lisbon, Lisbon, Portugal
| | - Biljana Gjoneska
- Macedonian Academy of Sciences and Arts, Skopje, North Macedonia
| | | | - Sara G Alves
- Center for Psychology at University of Porto, Faculty of Psychology and Educational Sciences, University of Porto, Porto, Portugal
| | | | - Stefan Stieger
- Department of Psychology and Psychodynamics, Karl Landsteiner University of Health Sciences, Krems an der Donau, Austria
| | - Vidar Schei
- Department of Strategy and Management, NHH Norwegian School of Economics, Bergen, Norway
| | | | - Barnabas Szaszi
- Institute of Psychology, ELTE - Eötvös Loránd University, Budapest, Hungary
| | - Maksim Fedotov
- Institute for Linguistic Studies, Russian Academy of Sciences, Moscow, Russia
| | - Jan Antfolk
- Faculty of Arts, Psychology and Theology, Åbo Akademi University, Turku, Finland
| | | | - Jana Schrötter
- Department of Psychiatry, Medical Faculty, Pavol Jozef Šafárik University in Košice, Košice, Slovakia
| | - Jonas R Kunst
- Department of Psychology, University of Oslo, Oslo, Norway
| | - Sandra J Geiger
- Environmental Psychology, Department of Cognition, Emotion, and Methods, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Adeyemi Adetula
- LIP/PC2S, Université Grenoble Alpes, Grenoble, France
- Alex Ekwueme Federal University, Ndufu-Alike, Nigeria
| | - Halil Emre Kocalar
- Department of Psychological Counseling and Guidance, Muğla Sıtkı Koçman University, Kotekli, Turkey
| | | | - Pavol Kačmár
- Department of Psychology, Faculty of Arts, Pavol Jozef Šafárik University in Košice, Košice, Slovakia
| | | | | | - Ikhlas Djamai
- Department of Psychology, Mohammed V University, Rabat, Morocco
| | | | | | | | - Anum Urooj
- La Trobe University, Melbourne, Australia
| | - Nikolay R Rachev
- Department of General, Experimental, Developmental, and Health Psychology, Sofia University St. Kliment Ohridski, Sofia, Bulgaria
| | | | - Murathan Kurfalı
- Department of Linguistics, Stockholm University, Stockholm, Sweden
| | - Ilse L Pit
- Institute of Human Sciences, University of Oxford, Oxford, United Kingdom
- Calleva Research Centre for Evolution and Human Sciences, Magdalen College, Oxford, United Kingdom
| | - Ranran Li
- Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Sami Çoksan
- Department of Psychology, Erzurum Technical University, Erzurum, Turkey
| | - Dmitrii Dubrov
- Higher School of Economics, National Research University, Moscow, Russian Federation
| | | | - Gabriel Baník
- Institute of Psychology, University of Presov, Presov, Slovakia
| | | | | | - Xiaoming Jiang
- Institute of Linguistics, Shanghai International Studies University, Shanghai, China
| | - John Jamir Benzon R Aruta
- Department of Psychology, School of Medical and Life Sciences, Sunway University, Subang Jaya, Malaysia
| | | | - Faith Chiu
- University of Essex, Essex, United Kingdom
- English Language and Linguistics, University of Glasgow, Glasgow, Scotland
| | - Lada Kaliska
- Matej Bel University in Banská Bystrica, Banská Bystrica, Slovakia
| | | | | | | | - Hu Chuan-Peng
- School of Psychology, Nanjing Normal University, Nanjing, China
| | | | - Anna Dalla Rosa
- Department of Philosophy, Sociology, Education and Applied Psychology, University of Padova, Padova, Italy
| | | | - Martin R Vasilev
- Department of Psychology, Bournemouth University, Poole, United Kingdom
| | - Julia Beitner
- Department of Psychology, Goethe University Frankfurt, Frankfurt, Germany
| | | | - Barbara Žuro
- Institute of Psychology, Dublin, Ireland
- Faculty of Humanities and Social Sciences, University of Osijek, Osijek, Croatia
| | - Minja Westerlund
- Faculty of Arts, Psychology and Theology, Åbo Akademi University, Turku, Finland
| | - Mina Nedelcheva-Datsova
- Department of General, Experimental, Developmental, and Health Psychology, Sofia University St. Kliment Ohridski, Sofia, Bulgaria
| | - Andrej Findor
- Faculty of Social and Economic Sciences, Comenius University in Bratislava, Bratislava, Slovakia
| | - Dajana Krupić
- Centre for Psychological Counselling and Research Norvel, Osijek, Croatia
| | - Marta Kowal
- Institute of Psychology, University of Wrocław, Wrocław, Poland
| | | | | | | | | | | | - Anna Szala
- Centre of Language Evolution Studies, Nicolaus Copernicus University in Toruń, Toruń, Poland
| | - Ilya Zakharov
- Psychological Institute of Russian Academy of Education, Moscow, Russia
| | | | - Keiko Ihaya
- Fukuoka Institute of Technology, Fukuoka, Japan
| | - Caterina Grano
- Department of Psychology, Sapienza University of Rome, Rome, Italy
| | - Nicola Cellini
- Department of General Psychology, University of Padova, Padova, Italy
| | - Michał Białek
- Institute of Psychology, University of Wrocław, Wrocław, Poland
| | | | - Ilker Dalgar
- Ankara Medipol University, Altındağ/Ankara, Turkey
| | - Arca Adıgüzel
- Department of Psychological Counseling and Guidance, Muğla Sıtkı Koçman University, Kotekli, Turkey
| | - Jeroen P H Verharen
- Department of Molecular and Cell Biology, University of California Berkeley, Berkeley, USA
| | | | | | - Raquel Oliveira
- Iscte-Instituto Universitário de Lisboa (Cis-Iul), Lisboa, Portugal
| | | | | | | | - Therese E Sverdrup
- Department of Strategy and Management, NHH Norwegian School of Economics, Bergen, Norway
| | - Balazs Aczel
- ELTE - Eotvos Lorand University, Budapest, Hungary
| | - Danilo Zambrano
- Facultad de Psicología, Fundación Universitaria Konrad Lorenz, Bogotá, Colombia
| | - Afroja Ahmed
- Global MINDS, University of Limerick, Limerick, Ireland
| | | | | | | | - Naoyuki Sunami
- Institute for Globally Distributed Open Research and Education (IGDORE), Stockholm, Sweden
| | - Lilian Suter
- Zurich University of Applied Sciences, School of Applied Psychology, Zurich, Switzerland
| | | | | | | | | | | | | | - Tara Bulut Allred
- Laboratory for Research of Individual Differences, Faculty of Philosophy, University of Belgrade, Belgrade, Serbia
| | | | | | - Andras N Zsido
- Institute of Psychology, University of Pécs, Pécs, Hungary
| | - Dušana Dušan Šakan
- Department of Psychology, Faculty for Legal and Business Studies Dr Lazar Vrkatić, Novi Sad, Serbia
| | | | | | - Matej Hruška
- Faculty of Social and Economic Sciences, Institute of European Studies and International Relations, Comenius University, Bratislava, Slovakia
| | - Diego Vega
- Universidad Latina de Costa Rica, San Pedro, Costa Rica
| | | | - Aviv Mokady
- Department of Psychology, Ben Gurion University, Beersheba, Israel
| | - Mariagrazia Capizzi
- Department of Experimental Psychology, University of Granada, Granada, Spain
| | - Marcel Martončik
- Faculty of Arts, University of Presov, Presov, Slovakia
- Institute of Social Sciences CSPS, Slovak Academy of Sciences, Bratislava, Slovakia
| | - Nicolas Say
- Prague University of Economics and Business, Praha, Czechia
| | - Katarzyna Filip
- Institute of Psychology, Jagiellonian University, Krakow, Poland
| | | | | | - Milica Vdovic
- Faculty of Media and Communication, Singidunum University, Belgrade, Serbia
| | - Matus Adamkovic
- Institute of Social Sciences CSPS, Slovak Academy of Sciences, Bratislava, Slovakia
- Faculty of Humanities and Social Sciences, University of Jyväskylä, Jyväskylä, Finland
| | | | - Nandor Hajdu
- Institute of Psychology, ELTE - Eötvös Loránd University, Budapest, Hungary
| | - Noga Cohen
- Department of Special Education and The Edmond J. Safra Brain Research Center for the Study of Learning Disabilities, University of Haifa, Haifa, Israel
| | - Clara Overkott
- Department of Psychology, University of Zurich, Zurich, Switzerland
| | | | | | - Gustav Nilsonne
- Department of Psychology, Stockholm University, Stockholm, Sweden
- Department of Clinical Neuroscience, Karolinska Institutet, Solna, Sweden
- Swedish National Data Service, Gothenburg University, Gothenburg, Sweden
| | - Giovanna Mioni
- Department of General Psychology, University of Padova, Padova, Italy
| | - Claudio Singh Solorzano
- Department of Psychology, Sapienza University of Rome, Rome, Italy
- Laboratory of Alzheimer's Neuroimaging and Epidemiology, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
| | - Tatsunori Ishii
- Department of Psychology, Faculty of Integrated Arts & Social Science, Japan Women's University, Tokyo, Japan
| | - Zhang Chen
- Department of Experimental Psychology, Ghent University, Ghent, Belgium
| | | | | | | | | | - Małgorzata Kossowska
- Faculty of Philosophy, Institute of Psychology, Jagiellonian University, Warszawa, Poland
| | - Jozef Bavolar
- Department of Psychology, Faculty of Arts, Pavol Jozef Šafárik University in Košice, Košice, Slovakia
| | | | - Marta Roczniewska
- SWPS University of Social Sciences and Humanities, Sopot, Poland
- Karolinska Institute, Stockholm, Sweden
| | - Alper Karababa
- Department of Psychological Counseling and Guidance, Muğla Sıtkı Koçman University, Kotekli, Turkey
| | - Maja Becker
- CLLE, CNRS, Université de Toulouse, Toulouse, France
| | | | | | | | - Sylwia Adamus
- Institute of Psychology, Jagiellonian University, Krakow, Poland
| | - Luca Kozma
- Institute of Psychology, University of Pécs, Pécs, Hungary
- School of Education and Social Sciences, Division of Psychology, University of the West of Scotland, Paisley, Scotland
| | - Gabriela Czarnek
- Institute of Psychology, Jagiellonian University, Krakow, Poland
| | | | | | | | - Michal Parzuchowski
- Center for Research on Cognition and Behavior, SWPS University of Social Sciences and Humanities, Sopot, Poland
| | | | - Johanna Czamanski-Cohen
- The School of Creative Arts Therapies, Faculty of Social Welfare and Health Sciences, University of Haifa, Haifa, Israel
| | - Ekaterina Pronizius
- Department of Cognition, Emotion and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Fany Muchembled
- Departamento de Idiomas, Campus Sonora Norte, Tecnológico de Monterrey, Hermosillo, México
| | - Kevin van Schie
- Medical and Clinical Psychology, Tilburg University, Tilburg, The Netherlands
- Department of Psychology, Education and Child Studies, Erasmus School of Social and Behavioural Sciences, Erasmus University, Rotterdam, The Netherlands
- MRC Cognition and Brain Sciences Unit, University of Cambridge, Rotterdam, United Kingdom
| | | | - Evgeniya Hristova
- Cognitive Science and Psychology Department, New Bulgarian University, Sofia, Bulgaria
| | | | - Abdelilah Charyate
- Ibn Tofail University (ESEF), Kenitra, Morocco
- BETA, Université de Strasbourg, Strasbourg, France
| | - Gijsbert Bijlstra
- Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands
| | | | | | - Erica D Musser
- Psychology Department, Florida International University, Miami, USA
| | - Miroslav Sirota
- Department of Psychology, University of Essex, Colchester, United Kingdom
| | - Robert M Ross
- School of Psychological Sciences, Macquarie University, Sydney, Australia
| | - Siu Kit Yeung
- Chinese University of Hong Kong, Hong Kong S.A.R., China
| | | | - Francesco Foroni
- Australian Catholic University, North Sydney, New South Wales, Australia
| | - Inês A T Almeida
- Faculty of Medicine FMUC, Institute of Nuclear Sciences Applied to Health ICNAS, Coimbra Institute for Biomedical Imaging and Translational Research CIBIT, University of Coimbra, Coimbra, Portugal
| | | | - David M G Lewis
- Discipline of Psychology, Centre for Healthy Ageing, Health Futures Institute, Murdoch University, Perth, Australia
| | | | | | - Srinivasan Tatachari
- T A Pai Management Institute, Manipal Academy of Higher Education, Manipal, India
| | | | - Jonas K Olofsson
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Shimrit Daches
- Psychology Department, Bar Ilan University, Ramat Gan, Israel
| | - Anabel Belaus
- Instituto de Investigaciones Psicológicas (IIPsi), Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Córdoba, Córdoba, Argentina
| | - Gerit Pfuhl
- Department of Psychology, Norwegian University of Science and Technology, Trondheim, Norway
| | | | - Daniela Sousa
- Institute of Nuclear Sciences Applied to Health ICNAS, Coimbra Institute for Biomedical Imaging and Translational Research CIBIT, University of Coimbra, Coimbra, Portugal
| | | | | | | | | | | | | | - Tripat Gill
- Lazaridis School of Business and Economics, Wilfrid Laurier University, Waterloo, Canada
| | - Martin Voracek
- Department of Cognition, Emotion and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Lisa M DeBruine
- School of Psychology & Neuroscience, University of Glasgow, Glasgow, Scotland, UK
| | - Michele Anne
- University of Nottingham Malaysia, Semenyih, Malaysia
| | | | - Andrew G Thomas
- School of Psychology, Swansea University, Swansea, United Kingdom
| | | | - Thomas Ostermann
- Department for Psychology and Psychotherapy, Witten/Herdecke University, Witten, Germany
| | - Kelly Wolfe
- University of Edinburgh, Edinburgh, United Kingdom
| | | | - Carsten Bundt
- Department of Psychology, University of Oslo, Oslo, Norway
| | - Claus Lamm
- Department of Cognition, Emotion and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | | | | | | | - Saša Zorjan
- Department of Psychology, University of Maribor, Maribor, Slovenia
| | | | - Jim Uttley
- University of Sheffield, Sheffield, United Kingdom
| | - Monika Hricova
- Department of Psychology, Faculty of Arts, Pavol Jozef Šafárik University in Košice, Košice, Slovakia
| | - Monica A Koehn
- Discipline of Psychology, Faculty of Health, University of Canberra, Canberra, Australia
| | | | - Hui Bai
- Stanford University, Stanford, USA
| | | | | | | | | | - Zahir Vally
- Department of Clinical Psychology, United Arab Emirates University, Al Ain, United Arab Emirates
| | - Celia Esteban-Serna
- Division of Psychology and Language Sciences, University College London, London, United Kingdom
| | | | - Paulo Manuel L Macapagal
- Social Science Department, College of Liberal Arts, Technological University of the Philippines, Manila, Philippines
- School of Psychology, Arellano University, Metro Manila, Philippines
| | | | | | | | | | | | - Iris Vilares
- Department of Psychology, University of Minnesota, Minneapolis, USA
| | - Ulrich S Tran
- Department of Cognition, Emotion and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Jordane Boudesseul
- Laboratoire Parisien de Psychologie Sociale, Université Paris Nanterre, Nanterre, France
- Grupo de Investigación en Comunicación y Salud, Instituto de Investigación Científica, Universidad de Lima, Paris, Peru
| | - Nihan Albayrak-Aydemir
- Open University, Milton Keynes, United Kingdom
- London School of Economics and Political Science, London, United Kingdom
| | - Barnaby James Wyld Dixson
- School of Health and Behavioural Sciences, University of the Sunshine Coast, Petrie, QLD, Petrie, Australia
| | - Jennifer T Perillo
- Department of Psychology, Indiana University of Pennsylvania, Indiana, USA
- Division of Community Behavioral Health, Department of Psychiatry and Behavioral Sciences, University of New Mexico Health Sciences Center, Albuquerque, USA
| | - Ana Ferreira
- Faculty of Medicine FMUC, Institute of Nuclear Sciences Applied to Health ICNAS, Coimbra Institute for Biomedical Imaging and Translational Research CIBIT, University of Coimbra, Coimbra, Portugal
| | | | | | | | - Bastian Jaeger
- Department of Experimental and Applied Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | | | | | | | - Allison P Janak
- Yale School of Public Health, Department of Chronic Disease Epidemiology, New Haven, USA
| | | | - Jose A Soto
- The Pennsylvania State University, State College, USA
| | | | | | | | | | | | | | | | - Megan L Willis
- School of Behavioural and Health Sciences, Australian Catholic University, New South Wales, Australia
| | | | | | - Ian D Stephen
- NTU Psychology, Nottingham Trent University, Nottingham, United Kingdom
| | | | - Anabel de la Rosa-Gómez
- Faculty of Higher Studies Iztacala, National Autonomous University of Mexico, Mexico City, Mexico
| | - Karen Yu
- Department of Psychology, Sewanee: The University of the South, Sewanee, USA
| | - Clare A M Sutherland
- University of Aberdeen, Aberdeen, Scotland
- University of Western Australia, Crawley, Australia
| | | | | | - Jan Urban
- Environment Centre, Charles University, Prague, Czech Republic
| | | | | | | | - Cynthia H Y Fu
- School of Psychology, University of East London, London, UK
| | - Rima-Maria Rahal
- Max Planck Institute for Research on Collective Goods, Bonn, Germany
| | | | | | | | | | - Meetu Khosla
- Department of Psychology, Daulat Ram College, University of Delhi, Delhi, India
| | | | - Luis Eudave
- School of Education and Psychology, University of Navarra, Pamplona, Spain
| | - Johannes K Vilsmeier
- Department of Cognition, Emotion and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Elkin O Luis
- Psychological Processes in Education and Health Group, School of Education and Psychology, University of Navarra, Pamplona, Spain
| | - Rafał Muda
- Faculty of Economics, Maria Curie-Sklodowska University, Lublin, Poland
| | | | | | - Crystal Reeck
- Department of Marketing, Fox School of Business, Temple University, Philadelphia, USA
| | - Gulnaz Anjum
- Department of Psychology, University of Oslo, Oslo, Norway
| | | | - Michal Misiak
- IDN Being Human Lab, University of Wrocław, Wrocław, Poland
- School of Anthropology & Museum Ethnography, University of Oxford, Oxford, United Kingdom
| | - Richard M Ryan
- Australian Catholic University, North Sydney, New South Wales, Australia
| | - Nora L Nock
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, USA
| | | | | | | | | | | | | | | | | | | | - Joelle Carpentier
- Department of Organization and Human Resources, UQAM, Montreal, Canada
| | | | - Hongfei Du
- Institute of Advanced Studies in Humanities and Social Sciences, Beijing Normal University, Zhuhai, China
| | - Qinyu Xiao
- Department of Psychology, University of Hong Kong, Hong Kong S.A.R., China
| | - Tiago J S Lima
- Department of Social and Work Psychology, University of Brasília, Brasília, Brazil
| | | | - Sandersan Onie
- Black Dog Institute, UNSW Sydney, Sydney, Australia
- Emotional Health for All Foundation, Jakarta, Indonesia
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Wang K, Goldenberg A, Dorison CA, Miller JK, Uusberg A, Lerner JS, Gross JJ, Agesin BB, Bernardo M, Campos O, Eudave L, Grzech K, Ozery DH, Jackson EA, Garcia EOL, Drexler SM, Jurković AP, Rana K, Wilson JP, Antoniadi M, Desai K, Gialitaki Z, Kushnir E, Nadif K, Bravo ON, Nauman R, Oosterlinck M, Pantazi M, Pilecka N, Szabelska A, van Steenkiste IMM, Filip K, Bozdoc AI, Marcu GM, Agadullina E, Adamkovič M, Roczniewska M, Reyna C, Kassianos AP, Westerlund M, Ahlgren L, Pöntinen S, Adetula GA, Dursun P, Arinze AI, Arinze NC, Ogbonnaya CE, Ndukaihe ILG, Dalgar I, Akkas H, Macapagal PM, Lewis S, Metin-Orta I, Foroni F, Willis M, Santos AC, Mokady A, Reggev N, Kurfali MA, Vasilev MR, Nock NL, Parzuchowski M, Espinoza Barría MF, Vranka M, Kohlová MB, Ropovik I, Harutyunyan M, Wang C, Yao E, Becker M, Manunta E, Kaminski G, Boudesseul J, Marko D, Evans K, Lewis DMG, Findor A, Landry AT, Aruta JJB, Ortiz MS, Vally Z, Pronizius E, Voracek M, Lamm C, Grinberg M, Li R, Valentova JV, Mioni G, Cellini N, Chen SC, Zickfeld J, Moon K, Azab H, Levy N, Karababa A, Beaudry JL, Boucher L, Collins WM, Todsen AL, van Schie K, Vintr J, Bavolar J, Kaliska L, Križanić V, Samojlenko L, Pourafshari R, Geiger SJ, Beitner J, Warmelink L, Ross RM, Stephen ID, Hostler TJ, Azouaghe S, McCarthy R, Szala A, Grano C, Solorzano CS, Anjum G, Jimenez-Leal W, Bradford M, Pérez LC, Cruz Vásquez JE, Galindo-Caballero OJ, Vargas-Nieto JC, Kácha O, Arvanitis A, Xiao Q, Cárcamo R, Zorjan S, Tajchman Z, Vilares I, Pavlacic JM, Kunst JR, Tamnes CK, von Bastian CC, Atari M, Sharifian M, Hricova M, Kačmár P, Schrötter J, Rahal RM, Cohen N, FatahModares S, Zrimsek M, Zakharov I, Koehn MA, Esteban-Serna C, Calin-Jageman RJ, Krafnick AJ, Štrukelj E, Isager PM, Urban J, Silva JR, Martončik M, Očovaj SB, Šakan D, Kuzminska AO, Djordjevic JM, Almeida IAT, Ferreira A, Lazarevic LB, Manley H, Ricaurte DZ, Monteiro RP, Etabari Z, Musser E, Dunleavy D, Chou W, Godbersen H, Ruiz-Fernández S, Reeck C, Batres C, Kirgizova K, Muminov A, Azevedo F, Alvarez DS, Butt MM, Lee JM, Chen Z, Verbruggen F, Ziano I, Tümer M, Charyate ACA, Dubrov D, Tejada Rivera MDCMC, Aberson C, Pálfi B, Maldonado MA, Hubena B, Sacakli A, Ceary CD, Richard KL, Singer G, Perillo JT, Ballantyne T, Cyrus-Lai W, Fedotov M, Du H, Wielgus M, Pit IL, Hruška M, Sousa D, Aczel B, Hajdu N, Szaszi B, Adamus S, Barzykowski K, Micheli L, Schmidt ND, Zsido AN, Paruzel-Czachura M, Muda R, Bialek M, Kowal M, Sorokowska A, Misiak M, Mola D, Ortiz MV, Correa PS, Belaus A, Muchembled F, Ribeiro RR, Arriaga P, Oliveira R, Vaughn LA, Szwed P, Kossowska M, Czarnek G, Kielińska J, Antazo B, Betlehem R, Stieger S, Nilsonne G, Simonovic N, Taber J, Gourdon-Kanhukamwe A, Domurat A, Ihaya K, Yamada Y, Urooj A, Gill T, Čadek M, Bylinina L, Messerschmidt J, Kurfalı M, Adetula A, Baklanova E, Albayrak-Aydemir N, Kappes HB, Gjoneska B, House T, Jones MV, Berkessel JB, Chopik WJ, Çoksan S, Seehuus M, Khaoudi A, Bokkour A, El Arabi KA, Djamai I, Iyer A, Parashar N, Adiguzel A, Kocalar HE, Bundt C, Norton JO, Papadatou-Pastou M, De la Rosa-Gomez A, Ankushev V, Bogatyreva N, Grigoryev D, Ivanov A, Prusova I, Romanova M, Sarieva I, Terskova M, Hristova E, Kadreva VH, Janak A, Schei V, Sverdrup TE, Askelund AD, Pineda LMS, Krupić D, Levitan CA, Johannes N, Ouherrou N, Say N, Sinkolova S, Janjić K, Stojanovska M, Stojanovska D, Khosla M, Thomas AG, Kung FYH, Bijlstra G, Mosannenzadeh F, Balci BB, Reips UD, Baskin E, Ishkhanyan B, Czamanski-Cohen J, Dixson BJW, Moreau D, Sutherland CAM, Chuan-Peng H, Noone C, Flowe H, Anne M, Janssen SMJ, Topor M, Majeed NM, Kunisato Y, Yu K, Daches S, Hartanto A, Vdovic M, Anton-Boicuk L, Forbes PAG, Kamburidis J, Marinova E, Nedelcheva-Datsova M, Rachev NR, Stoyanova A, Schmidt K, Suchow JW, Koptjevskaja-Tamm M, Jernsäther T, Olofsson JK, Bialobrzeska O, Marszalek M, Tatachari S, Afhami R, Law W, Antfolk J, Žuro B, Van Doren N, Soto JA, Searston R, Miranda J, Damnjanović K, Yeung SK, Krupić D, Hoyer K, Jaeger B, Ren D, Pfuhl G, Klevjer K, Corral-Frías NS, Frias-Armenta M, Lucas MY, Torres AO, Toro M, Delgado LGJ, Vega D, Solas SÁ, Vilar R, Massoni S, Frizzo T, Bran A, Vaidis DC, Vieira L, Paris B, Capizzi M, Coelho GLDH, Greenburgh A, Whitt CM, Tullett AM, Du X, Volz L, Bosma MJ, Karaarslan C, Sarıoğuz E, Allred TB, Korbmacher M, Colloff MF, Lima TJS, Ribeiro MFF, Verharen JPH, Karekla M, Karashiali C, Sunami N, Jaremka LM, Storage D, Habib S, Studzinska A, Hanel PHP, Holford DL, Sirota M, Wolfe K, Chiu F, Theodoropoulou A, Ahn ER, Lin Y, Westgate EC, Brohmer H, Hofer G, Dujols O, Vezirian K, Feldman G, Travaglino GA, Ahmed A, Li M, Bosch J, Torunsky N, Bai H, Manavalan M, Song X, Walczak RB, Zdybek P, Friedemann M, Rosa AD, Kozma L, Alves SG, Lins S, Pinto IR, Correia RC, Babinčák P, Banik G, Rojas-Berscia LM, Varella MAC, Uttley J, Beshears JE, Thommesen KK, Behzadnia B, Geniole SN, Silan MA, Maturan PLG, Vilsmeier JK, Tran US, Izquierdo SM, Mensink MC, Sorokowski P, Groyecka-Bernard A, Radtke T, Adoric VC, Carpentier J, Özdoğru AA, Joy-Gaba JA, Hedgebeth MV, Ishii T, Wichman AL, Röer JP, Ostermann T, Davis WE, Suter L, Papachristopoulos K, Zabel C, Onie S, Ebersole CR, Chartier CR, Mallik PR, Urry HL, Buchanan EM, Coles NA, Primbs MA, Basnight-Brown DM, IJzerman H, Forscher PS, Moshontz H. Author Correction: A multi-country test of brief reappraisal interventions on emotions during the COVID-19 pandemic. Nat Hum Behav 2022; 6:1318-1319. [PMID: 36002766 PMCID: PMC9399994 DOI: 10.1038/s41562-022-01441-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Ke Wang
- Harvard Kennedy School, Harvard University, Cambridge, MA, USA
| | - Amit Goldenberg
- Harvard Business School, Harvard University, Cambridge, MA, USA
| | - Charles A Dorison
- Kellogg School of Management, Northwestern University, Evanston, IL, USA
| | - Jeremy K Miller
- Department of Psychology, Willamette University, Salem, OR, USA.
| | - Andero Uusberg
- Institute of Psychology, University of Tartu, Tartu, Estonia
| | - Jennifer S Lerner
- Harvard Kennedy School and Department of Psychology, Harvard University, Cambridge, MA, USA
| | - James J Gross
- Department of Psychology, Stanford University, Stanford, CA, USA
| | | | - Márcia Bernardo
- Faculdade de Psicologia e Ciências da Educação, Universidade do Porto, Porto, Portugal
| | | | | | - Karolina Grzech
- University of Valencia, Valencia, Spain
- Stockholm University, Stockholm, Sweden
| | | | | | | | - Shira Meir Drexler
- Department of Cognitive Psychology, Institute of Cognitive Neuroscience, Ruhr University Bochum, Bochum, Germany
| | | | | | | | | | | | | | | | | | | | | | | | - Myrto Pantazi
- Oxford Internet Institute, University of Oxford, Oxford, UK
| | | | | | | | - Katarzyna Filip
- Institute of Psychology, Jagiellonian University, Krakow, Poland
| | | | - Gabriela Mariana Marcu
- Department of Psychology, Lucian Blaga University of Sibiu, Sibiu, Romania
- Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
| | - Elena Agadullina
- National Research University Higher School of Economics, Moscow, Russia
| | - Matúš Adamkovič
- Institute of Psychology, Faculty of Arts, University of Presov, Presov, Slovakia
- Institute of Social Sciences, CSPS Slovak Academy of Sciences, Košice, Slovakia
| | - Marta Roczniewska
- Department of Psychology, SWPS University of Social Sciences and Humanities, Sopot, Poland
- Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Stockholm, Sweden
| | - Cecilia Reyna
- Instituto de Investigaciones Psicológicas (IIPSI), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET)-UNC, Córdoba, Argentina
| | - Angelos P Kassianos
- Department of Psychology, University of Cyprus, Nicosia, Cyprus
- Department of Applied Health Research, University College London, London, UK
| | | | - Lina Ahlgren
- Faculty of Arts, Psychology and Theology, Åbo Akademi University, Turku, Finland
| | - Sara Pöntinen
- Faculty of Arts, Psychology and Theology, Åbo Akademi University, Turku, Finland
| | - Gabriel Agboola Adetula
- Department of Pure and Applied Psychology, Faculty of Social and Management Sciences, Adekunle Ajasin University, Akungba, Nigeria
| | - Pinar Dursun
- Department of Psychology, Afyon Kocatepe University, Afyonkarahisar, Turkey
| | | | | | | | | | - Ilker Dalgar
- Department of Psychology, Ankara Medipol University, Ankara, Turkey
| | - Handan Akkas
- MIS Department, Ankara Science University, Ankara, Turkey
| | | | | | | | - Francesco Foroni
- Australian Catholic University, North Sydney, New South Wales, Australia
| | - Megan Willis
- School of Behavioural and Health Sciences, Australian Catholic University, North Sydney, New South Wales, Australia
| | - Anabela Caetano Santos
- Aventura Social and DESSH, Faculty of Human Kinetics, University of Lisbon, Lisbon, Portugal
- Institute of Environmental Health, Medicine Faculty, University of Lisbon, Lisbon, Portugal
- ISCTE, Instituto Universitário de Lisboa, Lisbon, Portugal
| | - Aviv Mokady
- Department of Psychology, Ben Gurion University, Beersheba, Israel
| | - Niv Reggev
- Department of Psychology and Zlotowski Center for Neuroscience, Ben Gurion University, Beersheba, Israel
| | - Merve A Kurfali
- Department of Political Science, Bilkent University, Ankara, Turkey
| | | | - Nora L Nock
- Case Western Reserve University, Cleveland, OH, USA
| | - Michal Parzuchowski
- Center for Research on Cognition and Behavior, SWPS University of Social Sciences and Humanities in Sopot, Sopot, Poland
| | | | | | | | - Ivan Ropovik
- Institute for Research and Development of Education, Faculty of Education, Charles University, Prague, Czechia
- Faculty of Education, University of Prešov, Prešov, Slovakia
| | | | - Chunhui Wang
- Chinese Center of Disease Prevention and Control, Beijing, China
| | - Elvin Yao
- Claremont Graduate University, Claremont, CA, USA
| | - Maja Becker
- CLLE, Université de Toulouse, Toulouse, France
| | | | | | - Jordane Boudesseul
- Facultad de Psicología, Instituto de Investigación Científica, Universidad de Lima, Lima, Perú
| | - Dafne Marko
- Cognitive Science, Faculty of Education, University of Ljubljana, Ljubljana, Slovenia
| | - Kortnee Evans
- College of Science, Health, Engineering and Education, Murdoch University, Perth, Western Australia, Australia
| | - David M G Lewis
- College of Science, Health, Engineering and Education, Murdoch University, Perth, Western Australia, Australia
- Centre for Healthy Ageing, Health Futures Institute, Murdoch University, Perth, Western Australia, Australia
| | - Andrej Findor
- Faculty of Social and Economic Sciences, Comenius University in Bratislava, Bratislava, Slovakia
| | | | | | - Manuel S Ortiz
- Departamento de Psicología, Laboratorio de Estrés y Salud, Universidad de La Frontera, Temuco, Chile
| | - Zahir Vally
- Department of Clinical Psychology, United Arab Emirates University, Al Ain, UAE
- Wolfson College, University of Oxford, Oxford, UK
| | - Ekaterina Pronizius
- Department of Cognition, Emotion and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Martin Voracek
- Department of Cognition, Emotion and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Claus Lamm
- Department of Cognition, Emotion and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Maurice Grinberg
- Department of Cognitive Science and Psychology, Research Center for Cognitive Science, New Bulgarian University, Sofia, Bulgaria
| | - Ranran Li
- Department of Experimental and Applied Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | | | - Giovanna Mioni
- Department of General Psychology, University of Padua, Padua, Italy
| | - Nicola Cellini
- Department of General Psychology, University of Padua, Padua, Italy
- Department of Biomedical Sciences, University of Padua, Padua, Italy
- Padova Neuroscience Center, University of Padua, Padua, Italy
- Human Inspired Technology Center, University of Padua, Padua, Italy
| | - Sau-Chin Chen
- Department of Human Development and Psychology, Tzu-Chi University, Hualien, Taiwan
| | - Janis Zickfeld
- Department of Management, Aarhus University, Aarhus, Denmark
| | - Karis Moon
- Department of Management, Kingston University London, Kingston, UK
| | - Habiba Azab
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX, USA
| | - Neil Levy
- Department of Philosophy, Macquarie University, Sydney, New South Wales, Australia
| | - Alper Karababa
- Department of Psychological Counselling and Guidance, Faculty of Education, Muğla Sıtkı Koçman University, Muğla, Turkey
| | - Jennifer L Beaudry
- Department of Psychological Sciences, Swinburne University of Technology, Melbourne, Victoria, Australia
| | - Leanne Boucher
- Department of Psychology and Neuroscience, Nova Southeastern University, Pembroke Pines, FL, USA
| | - W Matthew Collins
- Department of Psychology and Neuroscience, Nova Southeastern University, Fort Lauderdale, FL, USA
| | - Anna Louise Todsen
- School of Psychology and Neuroscience, University of St Andrews, St Andrews, UK
| | - Kevin van Schie
- Department of Psychology, Education and Child Studies, Erasmus School of Social and Behavioural Sciences, Erasmus University, Rotterdam, The Netherlands
- MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, UK
| | - Jáchym Vintr
- Department of Psychology, Faculty of Arts, Charles University, Prague, Czechia
| | - Jozef Bavolar
- Department of Psychology, Faculty of Arts, Pavol Jozef Šafárik University in Košice, Košice, Slovakia
| | - Lada Kaliska
- Department of Psychology, Faculty of Education, Matej Bel University, Banská Bystrica, Slovakia
| | - Valerija Križanić
- Department of Psychology, Faculty of Humanities and Social Sciences, J. J. Strossmayer University of Osijek, Osijek, Croatia
| | - Lara Samojlenko
- Department of Psychology, Faculty of Mathematics, Natural Sciences and Information Technologies, University of Primorska, Koper, Slovenia
| | - Razieh Pourafshari
- Department of Psychology, Faculty of Psychology and Education, University of Tehran, Tehran, Iran
| | - Sandra J Geiger
- Department of Psychology, Faculty of Social and Behavioural Sciences, University of Amsterdam, Amsterdam, The Netherlands
| | - Julia Beitner
- Department of Psychology, Goethe University Frankfurt, Frankfurt, Germany
| | - Lara Warmelink
- Department of Psychology, Lancaster University, Lancaster, UK
| | - Robert M Ross
- Department of Psychology, Macquarie University, Sydney, New South Wales, Australia
| | - Ian D Stephen
- Department of Psychology, Macquarie University, Sydney, New South Wales, Australia
| | - Thomas J Hostler
- Department of Psychology, Manchester Metropolitan University, Manchester, UK
| | - Soufian Azouaghe
- Department of Psychology, Mohammed V University in Rabat, Rabat, Morocco
- LIP/PC2S, Université Grenoble Alpes, Grenoble, France
| | - Randy McCarthy
- Department of Psychology, Northern Illinois University, DeKalb, IL, USA
| | - Anna Szala
- Department of Psychology, Oakland University, Oakland County, MI, USA
| | - Caterina Grano
- Department of Psychology, Sapienza University, Rome, Italy
| | | | - Gulnaz Anjum
- Department of Psychology, Simon Fraser University, Burnaby, British Columbia, Canada
- Department of Economics & Social Sciences, Institute of Business Administration, Karachi, Pakistan
| | | | - Maria Bradford
- Department of Psychology, Universidad de los Andes, Bogotá, Colombia
| | | | | | | | | | - Ondřej Kácha
- Department of Psychology, University of Cambridge, Cambridge, UK
| | | | - Qinyu Xiao
- Department of Psychology, University of Hong Kong, Hong Kong, Hong Kong
| | - Rodrigo Cárcamo
- Department of Psychology, University of Magallanes, Punta Arenas, Chile
| | - Saša Zorjan
- Department of Psychology, University of Maribor, Maribor, Slovenia
| | - Zuzanna Tajchman
- Department of Psychology, University of Minnesota, Minneapolis, MN, USA
| | - Iris Vilares
- Department of Psychology, University of Minnesota, Minneapolis, MN, USA
| | | | - Jonas R Kunst
- Department of Psychology, University of Oslo, Oslo, Norway
| | | | | | - Mohammad Atari
- Department of Psychology, University of Southern California, Los Angeles, CA, USA
| | | | - Monika Hricova
- Department of Psychology, Faculty of Arts, Pavol Jozef Šafárik University in Košice, Košice, Slovakia
| | - Pavol Kačmár
- Department of Psychology, Faculty of Arts, Pavol Jozef Šafárik University in Košice, Košice, Slovakia
| | - Jana Schrötter
- Department of Psychology, Faculty of Arts, Pavol Jozef Šafárik University in Košice, Košice, Slovakia
| | - Rima-Maria Rahal
- Department of Social Psychology, Tilburg University, Bonn, Germany
| | - Noga Cohen
- Department of Special Education and The Edmond J. Safra Brain Research Center for the Study of Learning Disabilities, University of Haifa, Tel Aviv, Israel
| | - Saeideh FatahModares
- Department of Sport Management, Faculty of Physical Education and Sport Science, Urmia University, Urmia, Iran
| | - Miha Zrimsek
- Department of Translation Studies, Faculty of Arts, University of Ljubljana, Ljubljana, Slovenia
| | - Ilya Zakharov
- Developmental Behavioral Genetics Laboratory, Psychological Institute of the Russian Academy of Education, Moscow, Russia
| | - Monica A Koehn
- Discipline of Psychology, Faculty of Health, University of Canberra, Canberra, Australia
| | - Celia Esteban-Serna
- Division of Psychology and Language Sciences, University College London, London, UK
| | | | | | - Eva Štrukelj
- Dynamic and Clinical Psychology, Sapienza University of Rome, Rome, Italy
| | - Peder Mortvedt Isager
- Department of Industrial Engineering and Innovation Sciences, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Jan Urban
- Environment Center, Charles University, Prague, Czechia
| | - Jaime R Silva
- Facultad de Psicología, Universidad del Desarrollo, Concepción, Chile
- Clínica Alemana de Santiago, Santiago, Chile
- Sociedad Chilena de Desarrollo Emocional, Santiago, Chile
| | | | - Sanja Batić Očovaj
- Dr Lazar Vrkatic Faculty of Legal and Business Studies, Novi Sad, Serbia
- Department of Psychology, Serbia Union University, Novi Sad, Serbia
| | - Dušana Šakan
- Dr Lazar Vrkatic Faculty of Legal and Business Studies, Novi Sad, Serbia
- Department of Psychology, Serbia Union University, Novi Sad, Serbia
| | | | | | - Inês A T Almeida
- Faculty of Medicine FMUC, Institute of Nuclear Sciences Applied to Health ICNAS, Coimbra Institute for Biomedical Imaging and Translational Research CIBIT, University of Coimbra, Coimbra, Portugal
| | - Ana Ferreira
- Faculty of Medicine FMUC, Institute of Nuclear Sciences Applied to Health ICNAS, Coimbra Institute for Biomedical Imaging and Translational Research CIBIT, University of Coimbra, Coimbra, Portugal
| | | | - Harry Manley
- Faculty of Psychology, Chulalongkorn University, Bangkok, Thailand
| | | | - Renan P Monteiro
- Department of Psychology, Federal University of Mato Grosso, Cuiabá, Brazil
| | | | - Erica Musser
- Center for Children and Families, Department of Psychology, Florida International University, Miami, FL, USA
| | - Daniel Dunleavy
- Center for Translational Behavioral Science, Florida State University, Tallahassee, FL, USA
| | - Weilun Chou
- Department of Psychology, Fo Guang University, Yilan County, Taiwan
| | | | - Susana Ruiz-Fernández
- FOM University of Applied Sciences, Essen; Leibniz-Institut für Wissensmedien, Tübingen, Germany
- LEAD Research Network, Eberhard Karls University, Tübingen, Germany
| | - Crystal Reeck
- Fox School of Business, Temple University, Philadelphia, PA, USA
| | - Carlota Batres
- Department of Psychology, Franklin and Marshall College, Lancaster, PA, USA
| | | | | | | | | | | | - Jeong Min Lee
- Department of Psychology, Georgia State University, Atlanta, GA, USA
| | - Zhang Chen
- Department of Experimental Psychology, Ghent University, Gent, Belgium
| | | | | | - Murat Tümer
- Department of Anesthesiology and Reanimation, Hacettepe University, Ankara, Turkey
| | | | - Dmitrii Dubrov
- National Research University Higher School of Economics, Moscow, Russia
| | | | | | - Bence Pálfi
- Department of Surgery and Cancer, Imperial College London, London, UK
| | | | | | | | - Chris D Ceary
- Indiana University of Pennsylvania, Indiana, PA, USA
| | | | - Gage Singer
- Department of Psychology, Indiana University of Pennsylvania, Saint Michael, PA, USA
| | - Jennifer T Perillo
- Department of Psychology, Indiana University of Pennsylvania, Indiana, PA, USA
| | | | | | - Maksim Fedotov
- Institute for Linguistic Studies, Russian Academy of Sciences, Saint Petersburg, Russia
| | - Hongfei Du
- Institute of Advanced Studies in Humanities and Social Sciences, Beijing Normal University at Zhuhai, Guangzhou, China
| | - Magdalena Wielgus
- Institute of Applied Psychology, Jagiellonian University, Kraków, Poland
| | - Ilse L Pit
- Institute of Cognitive and Evolutionary Anthropology, University of Oxford, Oxford, UK
- Calleva Research Centre for Evolution and Human Sciences, Magdalen College, University of Oxford, Oxford, UK
| | - Matej Hruška
- Institute of European Studies and International Relations, Faculty of Social and Economic Sciences, Comenius University in Bratislava, Bratislava, Slovakia
| | - Daniela Sousa
- Institute of Nuclear Sciences Applied to Health ICNAS, Coimbra Institute for Biomedical Imaging and Translational Research CIBIT, University of Coimbra, Coimbra, Portugal
| | - Balazs Aczel
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Nandor Hajdu
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Barnabas Szaszi
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Sylwia Adamus
- Institute of Psychology, Jagiellonian University, Krakow, Poland
| | | | - Leticia Micheli
- Institute of Psychology, Leibniz University Hannover, Hannover, Germany
| | | | - Andras N Zsido
- Institute of Psychology, University of Pécs, Pécs, Hungary
| | | | - Rafał Muda
- Faculty of Economics, Maria Curie-Sklodowska University, Lublin, Poland
| | - Michal Bialek
- Institute of Psychology, University of Wroclaw, Wrocław, Poland
| | - Marta Kowal
- Institute of Psychology, University of Wroclaw, Wrocław, Poland
| | | | - Michal Misiak
- Institute of Psychology, University of Wroclaw, Wrocław, Poland
- School of Anthropology and Museum Ethnography, University of Oxford, Oxford, UK
| | - Débora Mola
- Instituto de Investigaciones Psicológicas (IIPsi), Universidad Nacional de Córdoba-Conicet, Córdoba, Argentina
| | - María Victoria Ortiz
- Instituto de Investigaciones Psicológicas (IIPsi), Universidad Nacional de Córdoba-Conicet, Córdoba, Argentina
- Facultad de Psicología, Universidad Nacional de Córdoba, Córdoba, Argentina
| | - Pablo Sebastián Correa
- Instituto de Investigaciones Psicológicas (IIPsi), Universidad Nacional de Córdoba-Conicet, Córdoba, Argentina
| | - Anabel Belaus
- Instituto de Investigaciones Psicológicas (IIPsi), Universidad Nacional de Córdoba-Conicet, Córdoba, Argentina
| | - Fany Muchembled
- Instituto Tecnológico de Estudios Superiores de Monterrey, Hermosillo, Mexico
| | - Rafael R Ribeiro
- CIS-IUL, Iscte-Instituto Universitário de Lisboa, Lisbon, Portugal
| | - Patricia Arriaga
- CIS-IUL, Iscte-Instituto Universitário de Lisboa, Lisbon, Portugal
| | - Raquel Oliveira
- CIS-IUL, Iscte-Instituto Universitário de Lisboa, Lisbon, Portugal
- Intelligent Agents and Synthetic Characters Group (GAIPS), INESC-ID, Lisbon, Portugal
| | | | | | - Małgorzata Kossowska
- Department of Philosophy, Institute of Psychology, Jagiellonian University in Krakow, Kraków, Poland
| | - Gabriela Czarnek
- Instytute of Psychology, Jagiellonian University, Czestochowa, Poland
| | - Julita Kielińska
- Instytute of Psychology, Jagiellonian University, Czestochowa, Poland
| | - Benedict Antazo
- Department of Psychology, Jose Rizal University, Pasig City, Philippines
| | - Ruben Betlehem
- Department of Psychology, Faculty of Humanities and Social Sciences, Josip Juraj Strossmayer University of Osijek, Osijek, Croatia
| | - Stefan Stieger
- Department of Psychology and Psychodynamics, Karl Landsteiner University of Health Sciences, Krems an der Donau, Austria
| | - Gustav Nilsonne
- Department of Clinical Neuroscience, Karolinska Institutet, Solna, Sweden
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Nicolle Simonovic
- Department of Psychological Sciences, Kent State University, Kent, OH, USA
| | - Jennifer Taber
- Department of Psychological Sciences, Kent State University, Kent, OH, USA
| | - Amélie Gourdon-Kanhukamwe
- Institute for Globally Distributed Open Research and Education (IGDORE), Kingston University, London, UK
| | - Artur Domurat
- Centre for Economic Psychology and Decision Sciences, Kozminski University, Warsaw, Poland
| | - Keiko Ihaya
- Admission Center, Kyushu University, Fukuoka, Japan
| | - Yuki Yamada
- Faculty of Arts and Science, Kyushu University, Fukuoka, Japan
| | - Anum Urooj
- La Trobe University, Melbourne, Victoria, Australia
| | - Tripat Gill
- Lazaridis School of Business and Economics, Wilfrid Laurier University, Waterloo, Ontario, Canada
| | - Martin Čadek
- Carnegie School of Sport, Leeds Beckett University, London, UK
| | | | | | | | - Adeyemi Adetula
- LIP/PC2S, Université Grenoble Alpes, Grenoble, France
- Department of Psychology, Alex Ekwueme Federal University, Abakaliki, Nigeria
| | - Ekaterina Baklanova
- Institute of Asian and African Studies, Lomonosov Moscow State University, Moscow, Russia
| | | | - Heather B Kappes
- Department of Management, London School of Economics and Political Science, London, UK
| | - Biljana Gjoneska
- Macedonian Academy of Sciences and Arts, Skopje, North Macedonia
| | - Thea House
- Macquarie University, Sydney, New South Wales, Australia
- University of Bristol, Bristol, UK
| | - Marc V Jones
- Department of Psychology, Manchester Metropolitan University, Manchester, UK
| | - Jana B Berkessel
- Mannheim Centre for European Social Research, University of Mannheim, Mannheim, Germany
| | - William J Chopik
- Department of Psychology, Michigan State University, East Lansing, MI, USA
| | - Sami Çoksan
- Department of Psychology, Middle East Technical University, Ankara, Turkey
| | - Martin Seehuus
- Department of Psychology, Middlebury College; Vermont Psychological Services, University of Vermont, Middlebury, VT, USA
| | | | | | | | | | | | | | - Arca Adiguzel
- Department of Psychological Counseling and Guidance, Muğla Sıtkı Koçman University, Muğla, Turkey
| | - Halil Emre Kocalar
- Department of Psychological Counseling and Guidance, Muğla Sıtkı Koçman University, Muğla, Turkey
| | - Carsten Bundt
- Multimodal Imaging and Cognitive Control Lab, Department of Psychology, University of Oslo, Oslo, Norway
- Cognitive and Translational Neuroscience Cluster, Department of Psychology, University of Oslo, Oslo, Norway
| | - James O Norton
- College of Science, Health, Engineering and Education, Murdoch University, Lesmurdie, Australia
| | | | - Anabel De la Rosa-Gomez
- Faculty of Higher Studies "Iztacala", National Autonomous University of Mexico, Mexico City, Mexico
| | | | | | - Dmitry Grigoryev
- National Research University Higher School of Economics, Moscow, Russia
| | - Aleksandr Ivanov
- National Research University Higher School of Economics, Moscow, Russia
| | - Irina Prusova
- National Research University Higher School of Economics, Moscow, Russia
| | - Marina Romanova
- National Research University Higher School of Economics, Moscow, Russia
| | - Irena Sarieva
- National Research University Higher School of Economics, Moscow, Russia
| | - Maria Terskova
- National Research University Higher School of Economics, Moscow, Russia
| | - Evgeniya Hristova
- Department of Cognitive Science and Psychology, New Bulgarian University, Sofia, Bulgaria
| | | | - Allison Janak
- Department of Applied Psychology, New York University, New York, NY, USA
| | - Vidar Schei
- NHH Norwegian School of Economics, Department of Strategy and Management, Bergen, Norway
| | - Therese E Sverdrup
- NHH Norwegian School of Economics, Department of Strategy and Management, Bergen, Norway
| | | | | | - Dajana Krupić
- Norvel-Psychological Centre for Counselling and Research, Osijek, Croatia
| | - Carmel A Levitan
- Department of Cognitive Science, Occidental College, Los Angeles, CA, USA
| | | | | | - Nicolas Say
- Prague University of Economics and Business, Prague, Czechia
| | | | | | | | | | - Meetu Khosla
- Psychology Department, DRC, University of Delhi, Delhi, India
| | | | | | - Gijsbert Bijlstra
- Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands
| | - Farnaz Mosannenzadeh
- Behavioural Science Institute, Faculty of Social Sciences, Radboud University, Nijmegen, The Netherlands
| | - Busra Bahar Balci
- Department of Psychology, Samsun University, Samsun, Turkey
- Department of Psychology, Dokuz Eylül University, Samsun, Turkey
| | - Ulf-Dietrich Reips
- Research Methods, Assessment, and iScience, Department of Psychology, University of Konstanz, Kreuzlingen, Switzerland
| | | | - Byurakn Ishkhanyan
- School of Communication and Culture, Aarhus University, Aarhus, Denmark
- Department of Nordic Studies and Linguistics, University of Copenhagen, Aarhus, Denmark
| | - Johanna Czamanski-Cohen
- School of Creative Arts Therapies, University of Haifa, Haifa, Israel
- Emili Sagol Creative Arts Therapies Research Center, University of Haifa, Haifa, Israel
| | - Barnaby James Wyld Dixson
- School of Health and Behavioural Sciences, University of the Sunshine Coast, Brisbane, Queensland, Australia
| | - David Moreau
- School of Psychology and Centre for Brain Research, The University of Auckland, Auckland, New Zealand
| | - Clare A M Sutherland
- School of Psychology, King's College, University of Aberdeen, Aberdeen, UK
- School of Psychological Science, University of Western Australia, Perth, Western Australia, Australia
| | - Hu Chuan-Peng
- School of Psychology, Nanjing Normal University, Nanjing, China
| | - Chris Noone
- School of Psychology, National University of Ireland, Galway, Galway, Ireland
| | - Heather Flowe
- School of Psychology, University of Birmingham, Birmingham, AL, USA
| | - Michele Anne
- School of Psychology, University of Nottingham Malaysia, Semenyih, Malaysia
| | - Steve M J Janssen
- School of Psychology, University of Nottingham Malaysia, Kuala Lumpur, Malaysia
| | - Marta Topor
- School of Psychology, University of Surrey, Guildford, UK
| | - Nadyanna M Majeed
- School of Social Sciences, Singapore Management University, Singapore, Singapore
| | | | - Karen Yu
- Sewanee: The University of the South, Sewanee, TN, USA
| | - Shimrit Daches
- Department of Psychology, Bar-Ilan University, Ramat Gan, Israel
| | - Andree Hartanto
- School of Social Sciences, Singapore Management University, Singapore, Singapore
| | - Milica Vdovic
- Department of Psychology, Faculty of Media and Communications, Singidunum University, Belgrade, Serbia
| | - Lisa Anton-Boicuk
- Social, Cognitive and Affective Neuroscience Unit, Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Paul A G Forbes
- Social, Cognitive and Affective Neuroscience Unit, Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Julia Kamburidis
- Department of General, Experimental, Developmental, and Health Psychology, Sofia University St Kliment Ohridski, Sofia, Bulgaria
| | - Evelina Marinova
- Department of General, Experimental, Developmental, and Health Psychology, Sofia University St Kliment Ohridski, Sofia, Bulgaria
| | - Mina Nedelcheva-Datsova
- Department of General, Experimental, Developmental, and Health Psychology, Sofia University St Kliment Ohridski, Sofia, Bulgaria
| | - Nikolay R Rachev
- Department of General, Experimental, Developmental, and Health Psychology, Sofia University St Kliment Ohridski, Sofia, Bulgaria
| | - Alina Stoyanova
- Department of General, Experimental, Developmental, and Health Psychology, Sofia University St Kliment Ohridski, Sofia, Bulgaria
| | - Kathleen Schmidt
- School of Psychological and Behavioral Sciences, Southern Illinois University, Carbondale, IL, USA
| | - Jordan W Suchow
- School of Business, Stevens Institute of Technology, Hoboken, NJ, USA
| | | | | | - Jonas K Olofsson
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | | | | | | | - Reza Afhami
- Department of Art Studies, Tarbiat Modares University, Tehran, Iran
| | - Wilbert Law
- Department of Psychology, The Education University of Hong Kong, Hong Kong, Hong Kong
| | - Jan Antfolk
- The Faculty of Arts, Psychology and Theology, Åbo Akademi University, Turku, Finland
| | - Barbara Žuro
- The Institute of Psychology; Faculty of Humanities and Social Sciences, University of Osijek, Osijek, Croatia
| | - Natalia Van Doren
- Department of Psychology, The Pennsylvania State University, State College, PA, USA
| | - Jose A Soto
- Department of Psychology, The Pennsylvania State University, State College, PA, USA
| | - Rachel Searston
- The University of Adelaide, Adelaide, South Australia, Australia
| | - Jacob Miranda
- Department of Psychology, The University of Alabama, Tuscaloosa, AL, USA
| | - Kaja Damnjanović
- Laboratory for Experimental Psychology, Institute of Philosophy, Department of Psychology, Faculty of Philosophy, The University of Belgrade, Beograd-Stari Grad, Serbia
| | | | - Dino Krupić
- Faculty of Humanities and Social Science, The University of Osijek, Osijek, Croatia
| | | | | | - Dongning Ren
- Department of Social Psychology, Tilburg University, Tilburg, The Netherlands
| | - Gerit Pfuhl
- Department of Psychology, UiT The Arctic University of Norway, Tromsø, Norway
| | - Kristoffer Klevjer
- Department of Psychology, UiT The Arctic University of Norway, Tromsø, Norway
| | | | | | - Marc Y Lucas
- Department of Psychology, Universidad de Sonora, Hermosillo, Mexico
| | | | - Mónica Toro
- Centro de Apego y Regulación Emocional, Facultad de Psicología, Universidad Del Desarrollo, Santiago, Chile
| | | | - Diego Vega
- Universidad Latina de Costa Rica, San Jose, Costa Rica
| | - Sara Álvarez Solas
- Grupo de investigación en Biogeografía y Ecología Espacial (BioGeoE2), Universidad Regional Amazónica Ikiam, Tena, Ecuador
| | | | - Sébastien Massoni
- Université de Lorraine; CNRS, BETA, Université de Strasbourg, Nancy, France
| | - Thomas Frizzo
- Université de Lorraine; CNRS, BETA, Université de Strasbourg, Nancy, France
| | | | | | | | | | | | | | - Anna Greenburgh
- Department of Experimental Psychology, University College London, London, UK
| | | | - Alexa M Tullett
- Department of Psychology, University of Alabama, Tuscaloosa, AL, USA
| | - Xinkai Du
- University of Amsterdam, Amsterdam, The Netherlands
| | | | - Minke Jasmijn Bosma
- Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
| | - Cemre Karaarslan
- Department of Psychology, Institute of Social Sciences, University of Başkent, Ankara, Turkey
| | - Eylül Sarıoğuz
- Department of Psychology, Institute of Social Sciences, University of Başkent, Çankaya, Turkey
| | - Tara Bulut Allred
- Laboratory for Research of Individual Differences, Faculty of Philosophy, University of Belgrade, Belgrade, Serbia
| | - Max Korbmacher
- Department of Biological and Medical Psychology, Faculty of Psychology, University of Bergen, Bergen, Norway
| | | | - Tiago J S Lima
- Department of Social and Work Psychology, University of Brasília, Brasília, Brazil
| | | | - Jeroen P H Verharen
- Department of Molecular and Cell Biology, University of California Berkeley, Berkeley, CA, USA
| | | | | | - Naoyuki Sunami
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE, USA
| | - Lisa M Jaremka
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE, USA
| | - Daniel Storage
- Department of Psychology, University of Denver, Denver, CO, USA
| | - Sumaiya Habib
- Department of Clinical Psychology, University of Dhaka, Dhaka, Bangladesh
| | - Anna Studzinska
- University of Economics and Human Sciences in Warsaw, Warsaw, Poland
| | | | | | | | | | - Faith Chiu
- Department of Language and Linguistics, University of Essex, Colchester, UK
| | | | - El Rim Ahn
- Department of Psychology, University of Florida, Gainesville, USA
| | - Yijun Lin
- Department of Psychology, University of Florida, New York, NY, USA
| | - Erin C Westgate
- Department of Psychology, University of Florida, Gainesville, USA
| | - Hilmar Brohmer
- Institute of Psychology, University of Graz, Graz, Austria
| | - Gabriela Hofer
- Institute of Psychology, University of Graz, Graz, Austria
| | | | | | | | | | - Afroja Ahmed
- Department of Psychology, Global MINDS, University of Limerick, Dhaka, Bangladesh
| | - Manyu Li
- University of Louisiana at Lafayette, Lafayette, LA, USA
| | | | - Nathan Torunsky
- Department of Psychology, University of Minnesota, Twin Cities, Minneapolis, MN, USA
| | - Hui Bai
- University of Minnesota, Twin Cities, Saint Paul, MN, USA
| | - Mathi Manavalan
- Department of Psychology, University of Minnesota, Twin Cities, Minneapolis, MN, USA
| | - Xin Song
- Department of Psychology, University of Minnesota, Twin Cities, Minneapolis, MN, USA
| | | | | | | | - Anna Dalla Rosa
- Department of Philosophy, Sociology, Education and Applied Psychology, University of Padova, Zovencedo, Italy
| | - Luca Kozma
- Institute of Psychology, University of Pécs, Pécs, Hungary
| | - Sara G Alves
- Center for Psychology, University of Porto, Porto, Portugal
| | - Samuel Lins
- Center for Psychology, University of Porto, Porto, Portugal
| | - Isabel R Pinto
- Center for Psychology, University of Porto, Porto, Portugal
| | - Rita C Correia
- Center for Psychology, University of Porto, Amarante, Portugal
| | - Peter Babinčák
- Institute of Psychology, Faculty of Arts, University of Presov, Prešov, Slovakia
| | - Gabriel Banik
- Institute of Psychology, University of Presov, Prešov, Slovakia
| | - Luis Miguel Rojas-Berscia
- School of Languages and Cultures, University of Queensland, Lucia, Queensland, Australia
- Centro de Estudios Orientales, Pontificia Universidad Católica del Perú, Lima, Peru
| | - Marco A C Varella
- Department of Experimental Psychology, Institute of Psychology, University of São Paulo, São Paulo, Brazil
| | - Jim Uttley
- School of Architecture, University of Sheffield, Sheffield, UK
| | | | | | | | - Shawn N Geniole
- Department of Psychology, University of the Fraser Valley, Surrey, British Columbia, Canada
| | - Miguel A Silan
- University of the Philippines Diliman, Quezon City, Philippines
| | | | - Johannes K Vilsmeier
- Department of Cognition, Emotion, and Methods in Psychology, University of Vienna, Vienna, Austria
| | - Ulrich S Tran
- Department of Cognition, Emotion, and Methods in Psychology, School of Psychology, University of Vienna, Vienna, Austria
| | | | - Michael C Mensink
- Department of Psychology, University of Wisconsin-Stout, White Bear Township, WI, USA
| | | | - Agata Groyecka-Bernard
- Institute of Psychology, University of Wroclaw; Social and Legal Psychology, Johannes Gutenberg University, Wrocław, Poland
- Social and Legal Psychology, Johannes Gutenberg University, Mainz, Germany
| | - Theda Radtke
- Department of Psychology, University of Wuppertal, Witten, Germany
| | | | - Joelle Carpentier
- Department of Organization and Human Resources, School of Management, Université du Québec à Montréal, Montreal, Quebec, Canada
| | | | | | | | - Tatsunori Ishii
- Faculty of Science and Engineering, Waseda University, Tokyo, Japan
| | | | - Jan Philipp Röer
- Department of Psychology and Psychotherapy, Witten/Herdecke University, Witten, Germany
| | - Thomas Ostermann
- Department of Psychology and Psychotherapy, Witten/Herdecke University, Witten, Germany
| | - William E Davis
- Department of Psychology, Wittenberg University, Springfield, OH, USA
| | - Lilian Suter
- School of Applied Psychology, ZHAW Zurich University of Applied Sciences, Winterthur, Switzerland
| | | | - Chelsea Zabel
- Harvard Kennedy School, Harvard University, Cambridge, MA, USA
| | - Sandersan Onie
- Black Dog Institute, UNSW Sydney, Sydney, Australia
- Emotional Health for All Foundation, Jakarta, Indonesia
| | | | | | - Peter R Mallik
- Department of Psychology, Ashland University, Medina, OH, USA
| | - Heather L Urry
- Department of Psychology, Tufts University, Medford, MA, USA
| | - Erin M Buchanan
- Harrisburg University of Science and Technology, Bethlehem, PA, USA
| | | | - Maximilian A Primbs
- Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands
| | | | - Hans IJzerman
- Université Grenoble Alpes; Institut Universitaire de France, Grenoble, France
| | | | - Hannah Moshontz
- Department of Psychology, University of Wisconsin-Madison, Madison, WI, USA
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5
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Robson SG, Baum MA, Beaudry JL, Beitner J, Brohmer H, Chin JM, Jasko K, Kouros CD, Laukkonen RE, Moreau D, Searston RA, Slagter HA, Steffens NK, Tangen JM, Thomas A. Promoting Open Science: A Holistic Approach to Changing Behaviour. Collabra: Psychology 2021. [DOI: 10.1525/collabra.30137] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
In this article, we provide a toolbox of recommendations and resources for those aspiring to promote the uptake of open scientific practices. Open Science encompasses a range of behaviours that aim to improve the transparency of scientific research. This paper is divided into seven sections, each devoted to different groups or institutions in the research ecosystem: colleagues, students, departments and faculties, universities, academic libraries, journals, and funders. We describe the behavioural influences and incentives for each of these stakeholders as well as changes they can make to foster Open Science. Our primary goal, however, is to suggest actions that researchers can take to promote these behaviours, inspired by simple principles of behaviour change: make it easy, social, and attractive. In isolation, a small shift in one person’s behaviour may appear to make little difference, but when combined, many shifts can radically alter shared norms and culture. We offer this toolbox to assist individuals and institutions in cultivating a more open research culture.
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Affiliation(s)
- Samuel G. Robson
- School of Psychology, The University of Queensland, Brisbane, Queensland, Australia
| | - Myriam A. Baum
- Department of Psychology, Saarland University, Saarbrücken, Germany
| | - Jennifer L. Beaudry
- Research Development and Support, Flinders University, Adelaide, South Australia, Australia; Department of Psychological Sciences, Swinburne University of Technology, Melbourne, Victoria, Australia
| | - Julia Beitner
- Department of Psychology, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Hilmar Brohmer
- Institute of Psychology, University of Graz, Graz, Austria
| | - Jason M. Chin
- Sydney Law School, University of Sydney, Sydney, New South Wales, Australia
| | - Katarzyna Jasko
- Institute of Psychology, Jagiellonian University, Kraków, Poland
| | | | - Ruben E. Laukkonen
- Department of Experimental and Applied Psychology and Institute for Brain and Behavior, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - David Moreau
- School of Psychology and Centre for Brain Research, University of Auckland, Auckland, New Zealand
| | - Rachel A. Searston
- School of Psychology, The University of Adelaide, Adelaide, South Australia, Australia
| | - Heleen A. Slagter
- Department of Experimental and Applied Psychology and Institute for Brain and Behavior, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Niklas K. Steffens
- School of Psychology, The University of Queensland, Brisbane, Queensland, Australia
| | - Jason M. Tangen
- School of Psychology, The University of Queensland, Brisbane, Queensland, Australia
| | - Amberyn Thomas
- Library, University of Queensland, Brisbane, Queensland, Australia
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6
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Czoschke S, Beitner J. Random values from uncertainty intervals are as informative as point estimates in visual working memory. J Vis 2021. [DOI: 10.1167/jov.21.9.2422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Affiliation(s)
| | - Julia Beitner
- Department of Psychology, Scene Grammar Lab, Goethe University Frankfurt, Germany
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7
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Beitner J, Helbing J, Draschkow D, Vo MLH. Scene grammar guidance affects both visual search and incidental object memory. J Vis 2021. [DOI: 10.1167/jov.21.9.2150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Affiliation(s)
- Julia Beitner
- Department of Psychology, Scene Grammar Lab, Goethe University Frankfurt, Germany
| | - Jason Helbing
- Department of Psychology, Scene Grammar Lab, Goethe University Frankfurt, Germany
| | - Dejan Draschkow
- Department of Psychiatry, Brain & Cognition Laboratory, University of Oxford, UK
| | - Melissa Le-Hoa Vo
- Department of Psychology, Scene Grammar Lab, Goethe University Frankfurt, Germany
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8
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Wang K, Goldenberg A, Dorison CA, Miller JK, Uusberg A, Lerner JS, Gross JJ, Agesin BB, Bernardo M, Campos O, Eudave L, Grzech K, Ozery DH, Jackson EA, Garcia EOL, Drexler SM, Jurković AP, Rana K, Wilson JP, Antoniadi M, Desai K, Gialitaki Z, Kushnir E, Nadif K, Bravo ON, Nauman R, Oosterlinck M, Pantazi M, Pilecka N, Szabelska A, van Steenkiste IMM, Filip K, Bozdoc AI, Marcu GM, Agadullina E, Adamkovič M, Roczniewska M, Reyna C, Kassianos AP, Westerlund M, Ahlgren L, Pöntinen S, Adetula GA, Dursun P, Arinze AI, Arinze NC, Ogbonnaya CE, Ndukaihe ILG, Dalgar I, Akkas H, Macapagal PM, Lewis S, Metin-Orta I, Foroni F, Willis M, Santos AC, Mokady A, Reggev N, Kurfali MA, Vasilev MR, Nock NL, Parzuchowski M, Barría MFE, Vranka M, Kohlová MB, Ropovik I, Harutyunyan M, Wang C, Yao E, Becker M, Manunta E, Kaminski G, Marko D, Evans K, Lewis DMG, Findor A, Landry AT, Aruta JJB, Ortiz MS, Vally Z, Pronizius E, Voracek M, Lamm C, Grinberg M, Li R, Valentova JV, Mioni G, Cellini N, Chen SC, Zickfeld J, Moon K, Azab H, Levy N, Karababa A, Beaudry JL, Boucher L, Collins WM, Todsen AL, van Schie K, Vintr J, Bavolar J, Kaliska L, Križanić V, Samojlenko L, Pourafshari R, Geiger SJ, Beitner J, Warmelink L, Ross RM, Stephen ID, Hostler TJ, Azouaghe S, McCarthy R, Szala A, Grano C, Solorzano CS, Anjum G, Jimenez-Leal W, Bradford M, Pérez LC, Vásquez JEC, Galindo-Caballero OJ, Vargas-Nieto JC, Kácha O, Arvanitis A, Xiao Q, Cárcamo R, Zorjan S, Tajchman Z, Vilares I, Pavlacic JM, Kunst JR, Tamnes CK, von Bastian CC, Atari M, Sharifian M, Hricova M, Kačmár P, Schrötter J, Rahal RM, Cohen N, FatahModarres S, Zrimsek M, Zakharov I, Koehn MA, Esteban-Serna C, Calin-Jageman RJ, Krafnick AJ, Štrukelj E, Isager PM, Urban J, Silva JR, Martončik M, Očovaj SB, Šakan D, Kuzminska AO, Djordjevic JM, Almeida IAT, Ferreira A, Lazarevic LB, Manley H, Ricaurte DZ, Monteiro RP, Etabari Z, Musser E, Dunleavy D, Chou W, Godbersen H, Ruiz-Fernández S, Reeck C, Batres C, Kirgizova K, Muminov A, Azevedo 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Carpentier J, Özdoğru AA, Joy-Gaba JA, Hedgebeth MV, Ishii T, Wichman AL, Röer JP, Ostermann T, Davis WE, Suter L, Papachristopoulos K, Zabel C, Ebersole CR, Chartier CR, Mallik PR, Urry HL, Buchanan EM, Coles NA, Primbs MA, Basnight-Brown DM, IJzerman H, Forscher PS, Moshontz H. A multi-country test of brief reappraisal interventions on emotions during the COVID-19 pandemic. Nat Hum Behav 2021; 5:1089-1110. [PMID: 34341554 PMCID: PMC8742248 DOI: 10.1038/s41562-021-01173-x] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Accepted: 06/28/2021] [Indexed: 02/07/2023]
Abstract
The COVID-19 pandemic has increased negative emotions and decreased positive emotions globally. Left unchecked, these emotional changes might have a wide array of adverse impacts. To reduce negative emotions and increase positive emotions, we tested the effectiveness of reappraisal, an emotion-regulation strategy that modifies how one thinks about a situation. Participants from 87 countries and regions (n = 21,644) were randomly assigned to one of two brief reappraisal interventions (reconstrual or repurposing) or one of two control conditions (active or passive). Results revealed that both reappraisal interventions (vesus both control conditions) consistently reduced negative emotions and increased positive emotions across different measures. Reconstrual and repurposing interventions had similar effects. Importantly, planned exploratory analyses indicated that reappraisal interventions did not reduce intentions to practice preventive health behaviours. The findings demonstrate the viability of creating scalable, low-cost interventions for use around the world. PROTOCOL REGISTRATION: The stage 1 protocol for this Registered Report was accepted in principle on 12 May 2020. The protocol, as accepted by the journal, can be found at https://doi.org/10.6084/m9.figshare.c.4878591.v1.
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Affiliation(s)
- Ke Wang
- Harvard Kennedy School, Harvard University, Cambridge, MA, USA
| | - Amit Goldenberg
- Harvard Business School, Harvard University, Cambridge, MA, USA
| | - Charles A. Dorison
- Kellogg School of Management, Northwestern University, Evanston, IL, USA
| | - Jeremy K. Miller
- Department of Psychology, Willamette University, Salem, OR, USA.,Correspondence and requests for materials should be addressed to J.K.M.
| | - Andero Uusberg
- Institute of Psychology, University of Tartu, Tartu, Estonia
| | - Jennifer S. Lerner
- Harvard Kennedy School and Department of Psychology, Harvard University, Cambridge, MA, USA
| | - James J. Gross
- Department of Psychology, Stanford University, Stanford, CA, USA
| | | | - Márcia Bernardo
- Faculdade de Psicologia e Ciências da Educação, Universidade do Porto, Porto, Portugal
| | | | | | - Karolina Grzech
- University of Valencia, Valencia, Spain.,Stockholm University, Stockholm, Sweden
| | | | | | | | - Shira Meir Drexler
- Department of Cognitive Psychology, Institute of Cognitive Neuroscience, Ruhr University Bochum, Bochum, Germany
| | | | | | | | | | | | | | | | | | | | | | | | - Myrto Pantazi
- Oxford Internet Institute, University of Oxford, Oxford, UK
| | | | | | | | - Katarzyna Filip
- Institute of Psychology, Jagiellonian University, Krakow, Poland
| | | | - Gabriela Mariana Marcu
- Department of Psychology, Lucian Blaga University of Sibiu, Sibiu, Romania.,Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
| | - Elena Agadullina
- National Research University Higher School of Economics, Moscow, Russia
| | - Matúš Adamkovič
- Institute of Psychology, Faculty of Arts, University of Presov, Presov, Slovakia.,Institute of Social Sciences, CSPS Slovak Academy of Sciences, Košice, Slovakia
| | - Marta Roczniewska
- Department of Psychology, SWPS University of Social Sciences and Humanities, Sopot, Poland.,Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Stockholm, Sweden
| | - Cecilia Reyna
- Instituto de Investigaciones Psicológicas (IIPSI), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET)-UNC, Córdoba, Argentina
| | - Angelos P. Kassianos
- Department of Psychology, University of Cyprus, Nicosia, Cyprus.,Department of Applied Health Research, University College London, London, UK
| | | | - Lina Ahlgren
- Faculty of Arts, Psychology and Theology, Åbo Akademi University, Turku, Finland
| | - Sara Pöntinen
- Faculty of Arts, Psychology and Theology, Åbo Akademi University, Turku, Finland
| | - Gabriel Agboola Adetula
- Department of Pure and Applied Psychology, Faculty of Social and Management Sciences, Adekunle Ajasin University, Akungba, Nigeria
| | - Pinar Dursun
- Department of Psychology, Afyon Kocatepe University, Afyonkarahisar, Turkey
| | | | | | | | | | - Ilker Dalgar
- Department of Psychology, Ankara Medipol University, Ankara, Turkey
| | - Handan Akkas
- MIS Department, Ankara Science University, Ankara, Turkey
| | | | | | | | - Francesco Foroni
- Australian Catholic University, North Sydney, New South Wales, Australia
| | - Megan Willis
- School of Behavioural and Health Sciences, Australian Catholic University, North Sydney, New South Wales, Australia
| | - Anabela Caetano Santos
- Aventura Social and DESS H, Faculty of Human Kinetics, University of Lisbon, Lisbon, Portugal.,Institute of Environmental Health, Medicine Faculty, University of Lisbon, Lisbon, Portugal.,ISCTE, Instituto Universitário de Lisboa, Lisbon, Portugal
| | - Aviv Mokady
- Department of Psychology, Ben Gurion University, Beersheba, Israel
| | - Niv Reggev
- Department of Psychology and Zlotowski Center for Neuroscience, Ben Gurion University, Beersheba, Israel
| | - Merve A. Kurfali
- Department of Political Science, Bilkent University, Ankara, Turkey
| | | | - Nora L. Nock
- Case Western Reserve University, Cleveland, OH, USA
| | - Michal Parzuchowski
- Center for Research on Cognition and Behavior, SWPS University of Social Sciences and Humanities in Sopot, Sopot, Poland
| | | | | | | | - Ivan Ropovik
- Institute for Research and Development of Education, Faculty of Education, Charles University, Prague, Czechia.,Faculty of Education, University of Prešov, Prešov, Slovakia
| | | | - Chunhui Wang
- Chinese Center of Disease Prevention and Control, Beijing, China
| | - Elvin Yao
- Claremont Graduate University, Claremont, CA, USA
| | - Maja Becker
- CLLE, Université de Toulouse, Toulouse, France
| | | | | | - Dafne Marko
- Cognitive Science, Faculty of Education, University of Ljubljana, Ljubljana, Slovenia
| | - Kortnee Evans
- College of Science, Health, Engineering and Education, Murdoch University, Perth, Western Australia, Australia
| | - David M. G. Lewis
- College of Science, Health, Engineering and Education, Murdoch University, Perth, Western Australia, Australia.,Centre for Healthy Ageing, Health Futures Institute, Murdoch University, Perth, Western Australia, Australia
| | - Andrej Findor
- Faculty of Social and Economic Sciences, Comenius University in Bratislava, Bratislava, Slovakia
| | | | | | - Manuel S. Ortiz
- Departamento de Psicología, Laboratorio de Estrés y Salud, Universidad de La Frontera, Temuco, Chile
| | - Zahir Vally
- Department of Clinical Psychology, United Arab Emirates University, Al Ain, UAE.,Wolfson College, University of Oxford, Oxford, UK
| | - Ekaterina Pronizius
- Department of Cognition, Emotion and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Martin Voracek
- Department of Cognition, Emotion and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Claus Lamm
- Department of Cognition, Emotion and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Maurice Grinberg
- Department of Cognitive Science and Psychology, Research Center for Cognitive Science, New Bulgarian University, Sofia, Bulgaria
| | - Ranran Li
- Department of Experimental and Applied Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | | | - Giovanna Mioni
- Department of General Psychology, University of Padua, Padua, Italy
| | - Nicola Cellini
- Department of General Psychology, University of Padua, Padua, Italy.,Department of Biomedical Sciences, University of Padua, Padua, Italy.,Padova Neuroscience Center, University of Padua, Padua, Italy.,Human Inspired Technology Center, University of Padua, Padua, Italy
| | - Sau-Chin Chen
- Department of Human Development and Psychology, Tzu-Chi University, Hualien, Taiwan
| | - Janis Zickfeld
- Department of Management, Aarhus University, Aarhus, Denmark
| | - Karis Moon
- Department of Management, Kingston University London, Kingston, UK
| | - Habiba Azab
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX, USA
| | - Neil Levy
- Department of Philosophy, Macquarie University, Sydney, New South Wales, Australia
| | - Alper Karababa
- Department of Psychological Counselling and Guidance, Faculty of Education, Muğla Sıtkı Koçman University, Muğla, Turkey
| | - Jennifer L. Beaudry
- Department of Psychological Sciences, Swinburne University of Technology, Melbourne, Victoria, Australia
| | - Leanne Boucher
- Department of Psychology and Neuroscience, Nova Southeastern University, Pembroke Pines, FL, USA
| | - W. Matthew Collins
- Department of Psychology and Neuroscience, Nova Southeastern University, Fort Lauderdale, FL, USA
| | - Anna Louise Todsen
- School of Psychology and Neuroscience, University of St Andrews, St Andrews, UK
| | - Kevin van Schie
- Department of Psychology, Education and Child Studies, Erasmus School of Social and Behavioural Sciences, Erasmus University, Rotterdam, The Netherlands.,MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, UK
| | - Jáchym Vintr
- Department of Psychology, Faculty of Arts, Charles University, Prague, Czechia
| | - Jozef Bavolar
- Department of Psychology, Faculty of Arts, Pavol Jozef Šafárik University in Košice, Košice, Slovakia
| | - Lada Kaliska
- Department of Psychology, Faculty of Education, Matej Bel University, Banská Bystrica, Slovakia
| | - Valerija Križanić
- Department of Psychology, Faculty of Humanities and Social Sciences, J. J. Strossmayer University of Osijek, Osijek, Croatia
| | - Lara Samojlenko
- Department of Psychology, Faculty of Mathematics, Natural Sciences and Information Technologies, University of Primorska, Koper, Slovenia
| | - Razieh Pourafshari
- Department of Psychology, Faculty of Psychology and Education, University of Tehran, Tehran, Iran
| | - Sandra J. Geiger
- Department of Psychology, Faculty of Social and Behavioural Sciences, University of Amsterdam, Amsterdam, The Netherlands
| | - Julia Beitner
- Department of Psychology, Goethe University Frankfurt, Frankfurt, Germany
| | - Lara Warmelink
- Department of Psychology, Lancaster University, Lancaster, UK
| | - Robert M. Ross
- Department of Psychology, Macquarie University, Sydney, New South Wales, Australia
| | - Ian D. Stephen
- Department of Psychology, Macquarie University, Sydney, New South Wales, Australia
| | - Thomas J. Hostler
- Department of Psychology, Manchester Metropolitan University, Manchester, UK
| | - Soufian Azouaghe
- Department of Psychology, Mohammed V University in Rabat, Rabat, Morocco.,LIP/PC2S, Université Grenoble Alpes, Grenoble, France
| | - Randy McCarthy
- Department of Psychology, Northern Illinois University, DeKalb, IL, USA
| | - Anna Szala
- Department of Psychology, Oakland University, Oakland County, MI, USA
| | - Caterina Grano
- Department of Psychology, Sapienza University, Rome, Italy
| | | | - Gulnaz Anjum
- Department of Psychology, Simon Fraser University, Burnaby, British Columbia, Canada.,Department of Social Sciences and Liberal Arts, Institute of Business Administration, Simon Fraser University, Burnaby, British Columbia, Canada
| | | | - Maria Bradford
- Department of Psychology, Universidad de los Andes, Bogotá, Colombia
| | | | | | | | | | - Ondřej Kácha
- Department of Psychology, University of Cambridge, Cambridge, UK
| | | | - Qinyu Xiao
- Department of Psychology, University of Hong Kong, Hong Kong, Hong Kong
| | - Rodrigo Cárcamo
- Department of Psychology, University of Magallanes, Punta Arenas, Chile
| | - Saša Zorjan
- Department of Psychology, University of Maribor, Maribor, Slovenia
| | - Zuzanna Tajchman
- Department of Psychology, University of Minnesota, Minneapolis, MN, USA
| | - Iris Vilares
- Department of Psychology, University of Minnesota, Minneapolis, MN, USA
| | | | - Jonas R. Kunst
- Department of Psychology, University of Oslo, Oslo, Norway
| | | | | | - Mohammad Atari
- Department of Psychology, University of Southern California, Los Angeles, CA, USA
| | | | - Monika Hricova
- Department of Psychology, Faculty of Arts, Pavol Jozef Šafárik University in Košice, Košice, Slovakia
| | - Pavol Kačmár
- Department of Psychology, Faculty of Arts, Pavol Jozef Šafárik University in Košice, Košice, Slovakia
| | - Jana Schrötter
- Department of Psychology, Faculty of Arts, Pavol Jozef Šafárik University in Košice, Košice, Slovakia
| | - Rima-Maria Rahal
- Department of Social Psychology, Tilburg University, Bonn, Germany
| | - Noga Cohen
- Department of Special Education and The Edmond J. Safra Brain Research Center for the Study of Learning Disabilities, University of Haifa, Tel Aviv, Israel
| | - Saiedeh FatahModarres
- Department of Sport Management, Faculty of Physical Education and Sport Science, Urmia University, Urmia, Iran
| | - Miha Zrimsek
- Department of Translation Studies, Faculty of Arts, University of Ljubljana, Ljubljana, Slovenia
| | - Ilya Zakharov
- Developmental Behavioral Genetics Laboratory, Psychological Institute of the Russian Academy of Education, Moscow, Russia
| | - Monica A. Koehn
- Discipline of Psychology, Faculty of Health, University of Canberra, Canberra, Australia
| | - Celia Esteban-Serna
- Division of Psychology and Language Sciences, University College London, London, UK
| | | | | | - Eva Štrukelj
- Dynamic and Clinical Psychology, Sapienza University of Rome, Rome, Italy
| | - Peder Mortvedt Isager
- Department of Industrial Engineering and Innovation Sciences, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Jan Urban
- Environment Center, Charles University, Prague, Czechia
| | - Jaime R. Silva
- Facultad de Psicología, Universidad del Desarrollo, Concepción, Chile.,Clínica Alemana de Santiago, Santiago, Chile.,Sociedad Chilena de Desarrollo Emocional, Santiago, Chile
| | | | - Sanja Batić Očovaj
- Dr Lazar Vrkatic Faculty of Legal and Business Studies, Novi Sad, Serbia.,Department of Psychology, Serbia Union University, Novi Sad, Serbia
| | - Dušana Šakan
- Dr Lazar Vrkatic Faculty of Legal and Business Studies, Novi Sad, Serbia.,Department of Psychology, Serbia Union University, Novi Sad, Serbia
| | | | | | - Inês A. T. Almeida
- Faculty of Medicine FMUC, Institute of Nuclear Sciences Applied to Health ICNAS, Coimbra Institute for Biomedical Imaging and Translational Research CIBIT, University of Coimbra, Coimbra, Portugal
| | - Ana Ferreira
- Faculty of Medicine FMUC, Institute of Nuclear Sciences Applied to Health ICNAS, Coimbra Institute for Biomedical Imaging and Translational Research CIBIT, University of Coimbra, Coimbra, Portugal
| | | | - Harry Manley
- Faculty of Psychology, Chulalongkorn University, Bangkok, Thailand
| | | | - Renan P. Monteiro
- Department of Psychology, Federal University of Mato Grosso, Cuiabá, Brazil
| | | | - Erica Musser
- Center for Children and Families, Department of Psychology, Florida International University, Miami, FL, USA
| | - Daniel Dunleavy
- Center for Translational Behavioral Science, Florida State University, Tallahassee, FL, USA
| | - Weilun Chou
- Department of Psychology, Fo Guang University, Yilan County, Taiwan
| | | | - Susana Ruiz-Fernández
- FOM University of Applied Sciences, Hildesheim, Germany.,Leibniz-Institut für Wissensmedien, Tübingen, Germany.,LEAD Research Network, Eberhard Karls University, Hildesheim, Germany
| | - Crystal Reeck
- Fox School of Business, Temple University, Philadelphia, PA, USA
| | - Carlota Batres
- Department of Psychology, Franklin and Marshall College, Lancaster, PA, USA
| | | | | | | | | | | | - Jeong Min Lee
- Department of Psychology, Georgia State University, Atlanta, GA, USA
| | - Zhang Chen
- Department of Experimental Psychology, Ghent University, Gent, Belgium
| | | | | | - Murat Tümer
- Department of Anesthesiology and Reanimation, Hacettepe University, Ankara, Turkey
| | | | - Dmitrii Dubrov
- National Research University Higher School of Economics, Moscow, Russia
| | | | | | - Bence Pálfi
- Department of Surgery and Cancer, Imperial College London, London, UK
| | | | | | | | | | | | - Gage Singer
- Department of Psychology, Indiana University of Pennsylvania, Saint Michael, PA, USA
| | - Jennifer T. Perillo
- Department of Psychology, Indiana University of Pennsylvania, Indiana, PA, USA
| | | | | | - Maksim Fedotov
- Institute for Linguistic Studies, Russian Academy of Sciences, Saint Petersburg, Russia
| | - Hongfei Du
- Institute of Advanced Studies in Humanities and Social Sciences, Beijing Normal University at Zhuhai, Guangzhou, China
| | - Magdalena Wielgus
- Institute of Applied Psychology, Jagiellonian University, Kraków, Poland
| | - Ilse L. Pit
- Institute of Cognitive and Evolutionary Anthropology, University of Oxford, Oxford, UK.,Calleva Research Centre for Evolution and Human Sciences, Magdalen College, University of Oxford, Oxford, UK
| | - Matej Hruška
- Institute of European Studies and International Relations, Faculty of Social and Economic Sciences, Comenius University in Bratislava, Bratislava, Slovakia
| | - Daniela Sousa
- Institute of Nuclear Sciences Applied to Health ICNAS, Coimbra Institute for Biomedical Imaging and Translational Research CIBIT, University of Coimbra, Coimbra, Portugal
| | - Balazs Aczel
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Barnabas Szaszi
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Sylwia Adamus
- Institute of Psychology, Jagiellonian University, Krakow, Poland
| | | | - Leticia Micheli
- Institute of Psychology, Leibniz University Hannover, Hannover, Germany
| | | | | | | | - Michal Bialek
- Institute of Psychology, University of Wroclaw, Wrocław, Poland
| | - Marta Kowal
- Institute of Psychology, University of Wroclaw, Wrocław, Poland
| | | | - Michal Misiak
- Institute of Psychology, University of Wroclaw, Wrocław, Poland.,School of Anthropology and Museum Ethnography, University of Oxford, Oxford, UK
| | - Débora Mola
- Instituto de Investigaciones Psicológicas (IIPsi), Universidad Nacional de Córdoba–Conicet, Córdoba, Argentina
| | - María Victoria Ortiz
- Instituto de Investigaciones Psicológicas (IIPsi), Universidad Nacional de Córdoba–Conicet, Córdoba, Argentina.,Facultad de Psicología, Universidad Nacional de Córdoba, Córdoba, Argentina
| | - Pablo Sebastián Correa
- Instituto de Investigaciones Psicológicas (IIPsi), Universidad Nacional de Córdoba–Conicet, Córdoba, Argentina
| | - Anabel Belaus
- Instituto de Investigaciones Psicológicas (IIPsi), Universidad Nacional de Córdoba–Conicet, Córdoba, Argentina
| | - Fany Muchembled
- Instituto Tecnológico de Estudios Superiores de Monterrey, Hermosillo, Mexico
| | | | - Patricia Arriaga
- CIS-IUL, Iscte-Instituto Universitário de Lisboa, Lisbon, Portugal
| | - Raquel Oliveira
- CIS-IUL, Iscte-Instituto Universitário de Lisboa, Lisbon, Portugal.,Intelligent Agents and Synthetic Characters Group (GAIPS), INESC-ID, Lisbon, Portugal
| | | | | | - Małgorzata Kossowska
- Department of Philosophy, Institute of Psychology, Jagiellonian University in Krakow, Kraków, Poland
| | - Gabriela Czarnek
- Instytute of Psychology, Jagiellonian University, Czestochowa, Poland
| | - Julita Kielińska
- Instytute of Psychology, Jagiellonian University, Czestochowa, Poland
| | - Benedict Antazo
- Department of Psychology, Jose Rizal University, Pasig City, Philippines
| | - Ruben Betlehem
- Department of Psychology, Faculty of Humanities and Social Sciences, Josip Juraj Strossmayer University of Osijek, Osijek, Croatia
| | - Stefan Stieger
- Department of Psychology and Psychodynamics, Karl Landsteiner University of Health Sciences, Krems an der Donau, Austria
| | - Gustav Nilsonne
- Department of Clinical Neuroscience, Karolinska Institutet, Solna, Sweden.,Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Nicolle Simonovic
- Department of Psychological Sciences, Kent State University, Kent, OH, USA
| | - Jennifer Taber
- Department of Psychological Sciences, Kent State University, Kent, OH, USA
| | - Amélie Gourdon-Kanhukamwe
- Institute for Globally Distributed Open Research and Education (IGDORE), Kingston University, London, UK
| | - Artur Domurat
- Centre for Economic Psychology and Decision Sciences, Kozminski University, Warsaw, Poland
| | - Keiko Ihaya
- Admission Center, Kyushu University, Fukuoka, Japan
| | - Yuki Yamada
- Faculty of Arts and Science, Kyushu University, Fukuoka, Japan
| | - Anum Urooj
- La Trobe University, Melbourne, Victoria, Australia
| | - Tripat Gill
- Lazaridis School of Business and Economics, Wilfrid Laurier University, Waterloo, Ontario, Canada
| | - Martin Čadek
- Carnegie School of Sport, Leeds Beckett University, London, UK
| | | | | | | | - Adeyemi Adetula
- LIP/PC2S, Université Grenoble Alpes, Grenoble, France.,Department of Psychology, Alex Ekwueme Federal University, Abakaliki, Nigeria
| | - Ekaterina Baklanova
- Institute of Asian and African Studies, Lomonosov Moscow State University, Moscow, Russia
| | | | - Heather B. Kappes
- Department of Management, London School of Economics and Political Science, London, UK
| | - Biljana Gjoneska
- Macedonian Academy of Sciences and Arts, Skopje, North Macedonia
| | - Thea House
- Macquarie University, Sydney, New South Wales, Australia.,University of Bristol, Bristol, UK
| | - Marc V. Jones
- Department of Psychology, Manchester Metropolitan University, Manchester, UK
| | - Jana B. Berkessel
- Mannheim Centre for European Social Research, University of Mannheim, Mannheim, Germany
| | - William J. Chopik
- Department of Psychology, Michigan State University, East Lansing, MI, USA
| | - Sami Çoksan
- Department of Psychology, Middle East Technical University, Ankara, Turkey
| | - Martin Seehuus
- Department of Psychology, Middlebury College; Vermont Psychological Services, University of Vermont, Middlebury, VT, USA
| | | | | | | | | | | | | | - Arca Adiguzel
- Department of Psychological Counseling and Guidance, Muğla Sıtkı Koçman University, Muğla, Turkey
| | - Halil Emre Kocalar
- Department of Psychological Counseling and Guidance, Muğla Sıtkı Koçman University, Muğla, Turkey
| | - Carsten Bundt
- Multimodal Imaging and Cognitive Control Lab, Department of Psychology, University of Oslo, Oslo, Norway.,Cognitive and Translational Neuroscience Cluster, Department of Psychology, University of Oslo, Oslo, Norway
| | - James O. Norton
- College of Science, Health, Engineering and Education, Murdoch University, Lesmurdie, Australia
| | | | - Anabel De la Rosa-Gomez
- Faculty of Higher Studies “Iztacala”, National Autonomous University of Mexico, Mexico City, Mexico
| | | | | | - Dmitry Grigoryev
- National Research University Higher School of Economics, Moscow, Russia
| | - Aleksandr Ivanov
- National Research University Higher School of Economics, Moscow, Russia
| | - Irina Prusova
- National Research University Higher School of Economics, Moscow, Russia
| | - Marina Romanova
- National Research University Higher School of Economics, Moscow, Russia
| | - Irena Sarieva
- National Research University Higher School of Economics, Moscow, Russia
| | - Maria Terskova
- Instytute of Psychology, Jagiellonian University, Kraków, Poland
| | - Evgeniya Hristova
- Department of Cognitive Science and Psychology, New Bulgarian University, Sofia, Bulgaria
| | | | - Allison Janak
- Department of Applied Psychology, New York University, New York, NY, USA
| | - Vidar Schei
- NHH Norwegian School of Economics, Department of Strategy and Management, Bergen, Norway
| | - Therese E. Sverdrup
- NHH Norwegian School of Economics, Department of Strategy and Management, Bergen, Norway
| | | | | | - Dajana Krupić
- Norvel—Psychological Centre for Counselling and Research, Osijek, Croatia
| | - Carmel A. Levitan
- Department of Cognitive Science, Occidental College, Los Angeles, CA, USA
| | | | | | - Nicolas Say
- Prague University of Economics and Business, Prague, Czechia
| | | | | | | | | | - Meetu Khosla
- Psychology Department, DRC, University of Delhi, Delhi, India
| | | | | | - Gijsbert Bijlstra
- Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands
| | - Farnaz Mosannenzadeh
- Behavioural Science Institute, Faculty of Social Sciences, Radboud University, Nijmegen, The Netherlands
| | - Busra Bahar Balci
- Department of Psychology, Samsun University, Samsun, Turkey.,Department of Psychology, Dokuz Eylül University, Samsun, Turkey
| | - Ulf-Dietrich Reips
- Research Methods, Assessment, and iScience, Department of Psychology, University of Konstanz, Kreuzlingen, Switzerland
| | | | - Byurakn Ishkhanyan
- School of Communication and Culture, Aarhus University, Aarhus, Denmark.,Department of Nordic Studies and Linguistics, University of Copenhagen, Aarhus, Denmark
| | - Johanna Czamanski-Cohen
- School of Creative Arts Therapies, University of Haifa, Haifa, Israel.,Emili Sagol Creative Arts Therapies Research Center, University of Haifa, Haifa, Israel
| | - Barnaby James Wyld Dixson
- School of Health and Behavioural Sciences, University of the Sunshine Coast, Brisbane, Queensland, Australia
| | - David Moreau
- School of Psychology and Centre for Brain Research, The University of Auckland, Auckland, New Zealand
| | - Clare A. M. Sutherland
- School of Psychology, King’s College, University of Aberdeen, Aberdeen, UK.,School of Psychological Science, University of Western Australia, Perth, Western Australia, Australia
| | - Hu Chuan-Peng
- School of Psychology, Nanjing Normal University, Nanjing, China
| | - Chris Noone
- School of Psychology, National University of Ireland, Galway, Galway, Ireland
| | - Heather Flowe
- School of Psychology, University of Birmingham, Birmingham, AL, USA
| | - Michele Anne
- School of Psychology, University of Nottingham Malaysia, Semenyih, Malaysia
| | - Steve M. J. Janssen
- School of Psychology, University of Nottingham Malaysia, Kuala Lumpur, Malaysia
| | - Marta Topor
- School of Psychology, University of Surrey, Guildford, UK
| | - Nadyanna M. Majeed
- School of Social Sciences, Singapore Management University, Singapore, Singapore
| | | | - Karen Yu
- Sewanee: The University of the South, Sewanee, TN, USA
| | - Shimrit Daches
- Department of Psychology, Bar-Ilan University, Ramat Gan, Israel
| | - Andree Hartanto
- School of Social Sciences, Singapore Management University, Singapore, Singapore
| | - Milica Vdovic
- Department of Psychology, Faculty of Media and Communications, Singidunum University, Belgrade, Serbia
| | - Lisa Anton-Boicuk
- Social, Cognitive and Affective Neuroscience Unit, Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Paul A. G. Forbes
- Social, Cognitive and Affective Neuroscience Unit, Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Julia Kamburidis
- Department of General, Experimental, Developmental, and Health Psychology, Sofia University St Kliment Ohridski, Sofia, Bulgaria
| | - Evelina Marinova
- Department of General, Experimental, Developmental, and Health Psychology, Sofia University St Kliment Ohridski, Sofia, Bulgaria
| | - Mina Nedelcheva-Datsova
- Department of General, Experimental, Developmental, and Health Psychology, Sofia University St Kliment Ohridski, Sofia, Bulgaria
| | - Nikolay R. Rachev
- Department of General, Experimental, Developmental, and Health Psychology, Sofia University St Kliment Ohridski, Sofia, Bulgaria
| | - Alina Stoyanova
- Department of General, Experimental, Developmental, and Health Psychology, Sofia University St Kliment Ohridski, Sofia, Bulgaria
| | - Kathleen Schmidt
- School of Psychological and Behavioral Sciences, Southern Illinois University, Carbondale, IL, USA
| | - Jordan W. Suchow
- School of Business, Stevens Institute of Technology, Hoboken, NJ, USA
| | | | | | | | | | | | | | - Reza Afhami
- Department of Art Studies, Tarbiat Modares University, Tehran, Iran
| | - Wilbert Law
- Department of Psychology, The Education University of Hong Kong, Hong Kong, Hong Kong
| | - Jan Antfolk
- The Faculty of Arts, Psychology and Theology, Åbo Akademi University, Turku, Finland
| | - Barbara Žuro
- The Institute of Psychology; Faculty of Humanities and Social Sciences, University of Osijek, Osijek, Croatia
| | - Natalia Van Doren
- Department of Psychology, The Pennsylvania State University, State College, PA, USA
| | - Jose A. Soto
- Department of Psychology, The Pennsylvania State University, State College, PA, USA
| | - Rachel Searston
- The University of Adelaide, Adelaide, South Australia, Australia
| | - Jacob Miranda
- Department of Psychology, The University of Alabama, Tuscaloosa, AL, USA
| | - Kaja Damnjanović
- Laboratory for Experimental Psychology, Institute of Philosophy, Department of Psychology, Faculty of Philosophy, The University of Belgrade, Beograd-Stari Grad, Serbia
| | | | - Dino Krupić
- Faculty of Humanities and Social Science, The University of Osijek, Osijek, Croatia
| | | | | | - Dongning Ren
- Department of Social Psychology, Tilburg University, Tilburg, The Netherlands
| | - Gerit Pfuhl
- Department of Psychology, UiT The Arctic University of Norway, Tromsø, Norway
| | - Kristoffer Klevjer
- Department of Psychology, UiT The Arctic University of Norway, Tromsø, Norway
| | | | | | - Marc Y. Lucas
- Department of Psychology, Universidad de Sonora, Hermosillo, Mexico
| | | | - Mónica Toro
- Centro de Apego y Regulación Emocional, Facultad de Psicología, Universidad Del Desarrollo, Santiago, Chile
| | | | - Diego Vega
- Universidad Latina de Costa Rica, San Jose, Costa Rica
| | - Sara Álvarez Solas
- Grupo de investigación en Biogeografía y Ecología Espacial (BioGeoE2), Universidad Regional Amazónica Ikiam, Tena, Ecuador
| | | | - Sébastien Massoni
- Université de Lorraine; CNRS, BETA, Université de Strasbourg, Nancy, France
| | - Thomas Frizzo
- Université de Lorraine; CNRS, BETA, Université de Strasbourg, Nancy, France
| | | | | | | | | | | | | | - Anna Greenburgh
- Department of Experimental Psychology, University College London, London, UK
| | | | - Alexa M. Tullett
- Department of Psychology, University of Alabama, Tuscaloosa, AL, USA
| | - Xinkai Du
- University of Amsterdam, Amsterdam, The Netherlands
| | | | - Minke Jasmijn Bosma
- Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
| | - Cemre Karaarslan
- Department of Psychology, Institute of Social Sciences, University of Başkent, Ankara, Turkey
| | - Eylül Sarıoğuz
- Department of Psychology, Institute of Social Sciences, University of Başkent, Çankaya, Turkey
| | - Tara Bulut Allred
- Laboratory for Research of Individual Differences, Faculty of Philosophy, University of Belgrade, Belgrade, Serbia
| | - Max Korbmacher
- Department of Biological and Medical Psychology, Faculty of Psychology, University of Bergen, Bergen, Norway
| | | | - Tiago J. S. Lima
- Department of Social and Work Psychology, University of Brasília, Brasília, Brazil
| | | | - Jeroen P. H. Verharen
- Department of Molecular and Cell Biology, University of California Berkeley, Berkeley, CA, USA
| | | | | | - Naoyuki Sunami
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE, USA
| | - Lisa M. Jaremka
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE, USA
| | - Daniel Storage
- Department of Psychology, University of Denver, Denver, CO, USA
| | - Sumaiya Habib
- Department of Clinical Psychology, University of Dhaka, Dhaka, Bangladesh
| | - Anna Studzinska
- University of Economics and Human Sciences in Warsaw, Warsaw, Poland
| | | | | | | | | | - Faith Chiu
- Department of Language and Linguistics, University of Essex, Colchester, UK
| | | | - El Rim Ahn
- Department of Psychology, University of Florida, Gainesville, USA
| | - Yijun Lin
- Department of Psychology, University of Florida, New York, NY, USA
| | - Erin C. Westgate
- Department of Psychology, University of Florida, Gainesville, USA
| | - Hilmar Brohmer
- Institute of Psychology, University of Graz, Graz, Austria
| | - Gabriela Hofer
- Institute of Psychology, University of Graz, Graz, Austria
| | | | | | | | | | - Afroja Ahmed
- Department of Psychology, Global MINDS, University of Limerick, Dhaka, Bangladesh
| | - Manyu Li
- University of Louisiana at Lafayette, Lafayette, LA, USA
| | | | - Nathan Torunsky
- Department of Psychology, University of Minnesota, Twin Cities, Minneapolis, MN, USA
| | - Hui Bai
- University of Minnesota, Twin Cities, Saint Paul, MN, USA
| | - Mathi Manavalan
- Department of Psychology, University of Minnesota, Twin Cities, Minneapolis, MN, USA
| | - Xin Song
- Department of Psychology, University of Minnesota, Twin Cities, Minneapolis, MN, USA
| | | | | | | | - Anna Dalla Rosa
- Department of Philosophy, Sociology, Education and Applied Psychology, University of Padova, Zovencedo, Italy
| | - Luca Kozma
- Institute of Psychology, University of Pécs, Pécs, Hungary
| | - Sara G. Alves
- Center for Psychology, University of Porto, Porto, Portugal
| | - Samuel Lins
- Center for Psychology, University of Porto, Porto, Portugal
| | | | - Rita C. Correia
- Center for Psychology, University of Porto, Amarante, Portugal
| | - Peter Babinčák
- Institute of Psychology, Faculty of Arts, University of Presov, Prešov, Slovakia
| | - Gabriel Banik
- Institute of Psychology, University of Presov, Prešov, Slovakia
| | - Luis Miguel Rojas-Berscia
- School of Languages and Cultures, University of Queensland, Lucia, Queensland, Australia.,Centro de Estudios Orientales, Pontificia Universidad Católica del Perú, Lima, Peru
| | - Marco A. C. Varella
- Department of Experimental Psychology, Institute of Psychology, University of São Paulo, São Paulo, Brazil
| | - Jim Uttley
- School of Architecture, University of Sheffield, Sheffield, UK
| | | | | | | | - Shawn N. Geniole
- Department of Psychology, University of the Fraser Valley, Surrey, British Columbia, Canada
| | - Miguel A. Silan
- University of the Philippines Diliman, Quezon City, Philippines
| | | | - Johannes K. Vilsmeier
- Department of Cognition, Emotion, and Methods in Psychology, University of Vienna, Vienna, Austria
| | - Ulrich S. Tran
- Department of Cognition, Emotion, and Methods in Psychology, School of Psychology, University of Vienna, Vienna, Austria
| | | | - Michael C. Mensink
- Department of Psychology, University of Wisconsin-Stout, White Bear Township, WI, USA
| | | | - Agata Groyecka-Bernard
- Institute of Psychology, University of Wroclaw; Social and Legal Psychology, Johannes Gutenberg University, Wrocław, Poland.,Social and Legal Psychology, Johannes Gutenberg University, Mainz, Germany
| | - Theda Radtke
- Department of Psychology, University of Wuppertal, Witten, Germany
| | | | - Joelle Carpentier
- Department of Organization and Human Resources, School of Management, Université du Québec à Montréal, Montreal, Quebec, Canada
| | | | | | | | - Tatsunori Ishii
- Faculty of Science and Engineering, Waseda University, Tokyo, Japan
| | | | - Jan Philipp Röer
- Department of Psychology and Psychotherapy, Witten/Herdecke University, Witten, Germany
| | - Thomas Ostermann
- Department of Psychology and Psychotherapy, Witten/Herdecke University, Witten, Germany
| | - William E. Davis
- Department of Psychology, Wittenberg University, Springfield, OH, USA
| | - Lilian Suter
- School of Applied Psychology, ZHAW Zurich University of Applied Sciences, Winterthur, Switzerland
| | | | - Chelsea Zabel
- Harvard Kennedy School, Harvard University, Cambridge, MA, USA
| | | | | | - Peter R. Mallik
- Department of Psychology, Ashland University, Medina, OH, USA
| | - Heather L. Urry
- Department of Psychology, Tufts University, Medford, MA, USA
| | - Erin M. Buchanan
- Harrisburg University of Science and Technology, Bethlehem, PA, USA
| | | | | | | | - Hans IJzerman
- Université Grenoble Alpes; Institut Universitaire de France, Grenoble, France
| | | | - Hannah Moshontz
- Department of Psychology, University of Wisconsin-Madison, Madison, WI, USA
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9
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Abstract
Visual search in natural scenes is a complex task relying on peripheral vision to detect potential targets and central vision to verify them. The segregation of the visual fields has been particularly established by on-screen experiments. We conducted a gaze-contingent experiment in virtual reality in order to test how the perceived roles of central and peripheral visions translated to more natural settings. The use of everyday scenes in virtual reality allowed us to study visual attention by implementing a fairly ecological protocol that cannot be implemented in the real world. Central or peripheral vision was masked during visual search, with target objects selected according to scene semantic rules. Analyzing the resulting search behavior, we found that target objects that were not spatially constrained to a probable location within the scene impacted search measures negatively. Our results diverge from on-screen studies in that search performances were only slightly affected by central vision loss. In particular, a central mask did not impact verification times when the target was grammatically constrained to an anchor object. Our findings demonstrates that the role of central vision (up to 6 degrees of eccentricities) in identifying objects in natural scenes seems to be minor, while the role of peripheral preprocessing of targets in immersive real-world searches may have been underestimated by on-screen experiments.
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Affiliation(s)
- Erwan Joël David
- Department of Psychology, Goethe-Universität, Frankfurt, Germany.,
| | - Julia Beitner
- Department of Psychology, Goethe-Universität, Frankfurt, Germany.,
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10
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Beitner J, Helbing J, Draschkow D, Võ MLH. Get Your Guidance Going: Investigating the Activation of Spatial Priors for Efficient Search in Virtual Reality. Brain Sci 2021; 11:44. [PMID: 33406655 PMCID: PMC7823740 DOI: 10.3390/brainsci11010044] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Revised: 12/21/2020] [Accepted: 12/22/2020] [Indexed: 11/21/2022] Open
Abstract
Repeated search studies are a hallmark in the investigation of the interplay between memory and attention. Due to a usually employed averaging, a substantial decrease in response times occurring between the first and second search through the same search environment is rarely discussed. This search initiation effect is often the most dramatic decrease in search times in a series of sequential searches. The nature of this initial lack of search efficiency has thus far remained unexplored. We tested the hypothesis that the activation of spatial priors leads to this search efficiency profile. Before searching repeatedly through scenes in VR, participants either (1) previewed the scene, (2) saw an interrupted preview, or (3) started searching immediately. The search initiation effect was present in the latter condition but in neither of the preview conditions. Eye movement metrics revealed that the locus of this effect lies in search guidance instead of search initiation or decision time, and was beyond effects of object learning or incidental memory. Our study suggests that upon visual processing of an environment, a process of activating spatial priors to enable orientation is initiated, which takes a toll on search time at first, but once activated it can be used to guide subsequent searches.
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Affiliation(s)
- Julia Beitner
- Scene Grammar Lab, Institute of Psychology, Goethe University, 60323 Frankfurt am Main, Germany; (J.H.); (M.L.-H.V.)
| | - Jason Helbing
- Scene Grammar Lab, Institute of Psychology, Goethe University, 60323 Frankfurt am Main, Germany; (J.H.); (M.L.-H.V.)
| | - Dejan Draschkow
- Brain and Cognition Laboratory, Department of Psychiatry, University of Oxford, Oxford OX3 7JX, UK;
| | - Melissa L.-H. Võ
- Scene Grammar Lab, Institute of Psychology, Goethe University, 60323 Frankfurt am Main, Germany; (J.H.); (M.L.-H.V.)
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11
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David E, Beitner J, Võ MLH. Effects of Transient Loss of Vision on Head and Eye Movements during Visual Search in a Virtual Environment. Brain Sci 2020; 10:E841. [PMID: 33198116 PMCID: PMC7696943 DOI: 10.3390/brainsci10110841] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 11/09/2020] [Accepted: 11/10/2020] [Indexed: 11/19/2022] Open
Abstract
Central and peripheral fields of view extract information of different quality and serve different roles during visual tasks. Past research has studied this dichotomy on-screen in conditions remote from natural situations where the scene would be omnidirectional and the entire field of view could be of use. In this study, we had participants looking for objects in simulated everyday rooms in virtual reality. By implementing a gaze-contingent protocol we masked central or peripheral vision (masks of 6 deg. of radius) during trials. We analyzed the impact of vision loss on visuo-motor variables related to fixation (duration) and saccades (amplitude and relative directions). An important novelty is that we segregated eye, head and the general gaze movements in our analyses. Additionally, we studied these measures after separating trials into two search phases (scanning and verification). Our results generally replicate past on-screen literature and teach about the role of eye and head movements. We showed that the scanning phase is dominated by short fixations and long saccades to explore, and the verification phase by long fixations and short saccades to analyze. One finding indicates that eye movements are strongly driven by visual stimulation, while head movements serve a higher behavioral goal of exploring omnidirectional scenes. Moreover, losing central vision has a smaller impact than reported on-screen, hinting at the importance of peripheral scene processing for visual search with an extended field of view. Our findings provide more information concerning how knowledge gathered on-screen may transfer to more natural conditions, and attest to the experimental usefulness of eye tracking in virtual reality.
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Affiliation(s)
- Erwan David
- Scene Grammar Lab, Department of Psychology, Theodor-W.-Adorno-Platz 6, Johann Wolfgang-Goethe-Universität, 60323 Frankfurt, Germany; (J.B.); (M.L.-H.V.)
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12
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Beitner J, Helbing J, Draschkow D, Vo MLH. Investigating the activation of scene grammar for efficient search in virtual reality. J Vis 2020. [DOI: 10.1167/jov.20.11.710] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Affiliation(s)
- Julia Beitner
- Department of Psychology, Scene Grammar Lab, Goethe University Frankfurt, Germany
| | - Jason Helbing
- Department of Psychology, Scene Grammar Lab, Goethe University Frankfurt, Germany
| | - Dejan Draschkow
- Department of Psychiatry, Brain and Cognition Laboratory, University of Oxford, United Kingdom
| | - Melissa L.-H. Vo
- Department of Psychology, Scene Grammar Lab, Goethe University Frankfurt, Germany
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13
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David E, Beitner J, Vo M. The role of central and peripheral vision for search in VR environments. J Vis 2020. [DOI: 10.1167/jov.20.11.1101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Affiliation(s)
- Erwan David
- Scene Grammar Lab, Goethe University Frankfurt
| | | | - Melissa Vo
- Scene Grammar Lab, Goethe University Frankfurt
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14
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Botvinik-Nezer R, Holzmeister F, Camerer CF, Dreber A, Huber J, Johannesson M, Kirchler M, Iwanir R, Mumford JA, Adcock RA, Avesani P, Baczkowski BM, Bajracharya A, Bakst L, Ball S, Barilari M, Bault N, Beaton D, Beitner J, Benoit RG, Berkers RMWJ, Bhanji JP, Biswal BB, Bobadilla-Suarez S, Bortolini T, Bottenhorn KL, Bowring A, Braem S, Brooks HR, Brudner EG, Calderon CB, Camilleri JA, Castrellon JJ, Cecchetti L, Cieslik EC, Cole ZJ, Collignon O, Cox RW, Cunningham WA, Czoschke S, Dadi K, Davis CP, Luca AD, Delgado MR, Demetriou L, Dennison JB, Di X, Dickie EW, Dobryakova E, Donnat CL, Dukart J, Duncan NW, Durnez J, Eed A, Eickhoff SB, Erhart A, Fontanesi L, Fricke GM, Fu S, Galván A, Gau R, Genon S, Glatard T, Glerean E, Goeman JJ, Golowin SAE, González-García C, Gorgolewski KJ, Grady CL, Green MA, Guassi Moreira JF, Guest O, Hakimi S, Hamilton JP, Hancock R, Handjaras G, Harry BB, Hawco C, Herholz P, Herman G, Heunis S, Hoffstaedter F, Hogeveen J, Holmes S, Hu CP, Huettel SA, Hughes ME, Iacovella V, Iordan AD, Isager PM, Isik AI, Jahn A, Johnson MR, Johnstone T, Joseph MJE, Juliano AC, Kable JW, Kassinopoulos M, Koba C, Kong XZ, Koscik TR, Kucukboyaci NE, Kuhl BA, Kupek S, Laird AR, Lamm C, Langner R, Lauharatanahirun N, Lee H, Lee S, Leemans A, Leo A, Lesage E, Li F, Li MYC, Lim PC, Lintz EN, Liphardt SW, Losecaat Vermeer AB, Love BC, Mack ML, Malpica N, Marins T, Maumet C, McDonald K, McGuire JT, Melero H, Méndez Leal AS, Meyer B, Meyer KN, Mihai G, Mitsis GD, Moll J, Nielson DM, Nilsonne G, Notter MP, Olivetti E, Onicas AI, Papale P, Patil KR, Peelle JE, Pérez A, Pischedda D, Poline JB, Prystauka Y, Ray S, Reuter-Lorenz PA, Reynolds RC, Ricciardi E, Rieck JR, Rodriguez-Thompson AM, Romyn A, Salo T, Samanez-Larkin GR, Sanz-Morales E, Schlichting ML, Schultz DH, Shen Q, Sheridan MA, Silvers JA, Skagerlund K, Smith A, Smith DV, Sokol-Hessner P, Steinkamp SR, Tashjian SM, Thirion B, Thorp JN, Tinghög G, Tisdall L, Tompson SH, Toro-Serey C, Torre Tresols JJ, Tozzi L, Truong V, Turella L, van 't Veer AE, Verguts T, Vettel JM, Vijayarajah S, Vo K, Wall MB, Weeda WD, Weis S, White DJ, Wisniewski D, Xifra-Porxas A, Yearling EA, Yoon S, Yuan R, Yuen KSL, Zhang L, Zhang X, Zosky JE, Nichols TE, Poldrack RA, Schonberg T. Variability in the analysis of a single neuroimaging dataset by many teams. Nature 2020; 582:84-88. [PMID: 32483374 PMCID: PMC7771346 DOI: 10.1038/s41586-020-2314-9] [Citation(s) in RCA: 423] [Impact Index Per Article: 105.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Accepted: 04/07/2020] [Indexed: 01/13/2023]
Abstract
Data analysis workflows in many scientific domains have become increasingly complex and flexible. Here we assess the effect of this flexibility on the results of functional magnetic resonance imaging by asking 70 independent teams to analyse the same dataset, testing the same 9 ex-ante hypotheses1. The flexibility of analytical approaches is exemplified by the fact that no two teams chose identical workflows to analyse the data. This flexibility resulted in sizeable variation in the results of hypothesis tests, even for teams whose statistical maps were highly correlated at intermediate stages of the analysis pipeline. Variation in reported results was related to several aspects of analysis methodology. Notably, a meta-analytical approach that aggregated information across teams yielded a significant consensus in activated regions. Furthermore, prediction markets of researchers in the field revealed an overestimation of the likelihood of significant findings, even by researchers with direct knowledge of the dataset2-5. Our findings show that analytical flexibility can have substantial effects on scientific conclusions, and identify factors that may be related to variability in the analysis of functional magnetic resonance imaging. The results emphasize the importance of validating and sharing complex analysis workflows, and demonstrate the need for performing and reporting multiple analyses of the same data. Potential approaches that could be used to mitigate issues related to analytical variability are discussed.
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Affiliation(s)
- Rotem Botvinik-Nezer
- Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
- Department of Neurobiology, The George S. Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv, Israel
- Department of Psychological and Brain Sciences, Dartmouth College, Hanover, NH, USA
| | - Felix Holzmeister
- Department of Banking and Finance, University of Innsbruck, Innsbruck, Austria
| | - Colin F Camerer
- HSS and CNS, California Institute of Technology, Pasadena, CA, USA
| | - Anna Dreber
- Department of Economics, Stockholm School of Economics, Stockholm, Sweden
- Department of Economics, University of Innsbruck, Innsbruck, Austria
| | - Juergen Huber
- Department of Banking and Finance, University of Innsbruck, Innsbruck, Austria
| | - Magnus Johannesson
- Department of Economics, Stockholm School of Economics, Stockholm, Sweden
| | - Michael Kirchler
- Department of Banking and Finance, University of Innsbruck, Innsbruck, Austria
| | - Roni Iwanir
- Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
- Department of Neurobiology, The George S. Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Jeanette A Mumford
- Center for Healthy Minds, University of Wisconsin-Madison, Madison, WI, USA
| | - R Alison Adcock
- Center for Cognitive Neuroscience, Duke University, Durham, NC, USA
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, USA
| | - Paolo Avesani
- Neuroinformatics Laboratory, Fondazione Bruno Kessler, Trento, Italy
- Center for Mind/Brain Sciences - CIMeC, University of Trento, Rovereto, Italy
| | - Blazej M Baczkowski
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Aahana Bajracharya
- Department of Otolaryngology, Washington University in St. Louis, St. Louis, MO, USA
| | - Leah Bakst
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA
- Center for Systems Neuroscience, Boston University, Boston, MA, USA
| | - Sheryl Ball
- Department of Economics, Virginia Tech, Blacksburg, VA, USA
- School of Neuroscience, Virginia Tech, Blacksburg, VA, USA
| | - Marco Barilari
- Crossmodal Perception and Plasticity Laboratory, Institutes for Research in Psychology (IPSY) and Neurosciences (IoNS), UCLouvain, Louvain-la-Neuve, Belgium
| | - Nadège Bault
- School of Psychology, University of Plymouth, Plymouth, UK
| | - Derek Beaton
- Rotman Research Institute, Baycrest Health Sciences Centre, Toronto, Ontario, Canada
| | - Julia Beitner
- Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
- Department of Psychology, Goethe University, Frankfurt am Main, Germany
| | - Roland G Benoit
- Max Planck Research Group: Adaptive Memory, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Ruud M W J Berkers
- Max Planck Research Group: Adaptive Memory, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Jamil P Bhanji
- Department of Psychology, Rutgers University-Newark, Newark, NJ, USA
| | - Bharat B Biswal
- Department of Biomedical Engineering, New Jersey Institute of Technology, Newark, NJ, USA
- School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
| | | | - Tiago Bortolini
- D'Or Institute for Research and Education (IDOR), Rio de Janeiro, Brazil
| | | | - Alexander Bowring
- Oxford Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Senne Braem
- Department of Experimental Psychology, Ghent University, Ghent, Belgium
- Department of Psychology, Vrije Universiteit Brussel, Brussels, Belgium
| | - Hayley R Brooks
- Department of Psychology, University of Denver, Denver, CO, USA
| | - Emily G Brudner
- Department of Psychology, Rutgers University-Newark, Newark, NJ, USA
| | | | - Julia A Camilleri
- Institute of Neuroscience and Medicine, Brain and Behaviour (INM-7), Research Centre Jülich, Jülich, Germany
- Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Jaime J Castrellon
- Center for Cognitive Neuroscience, Duke University, Durham, NC, USA
- Department of Psychology and Neuroscience, Duke University, Durham, NC, USA
| | - Luca Cecchetti
- MoMiLab Research Unit, IMT School for Advanced Studies Lucca, Lucca, Italy
| | - Edna C Cieslik
- Institute of Neuroscience and Medicine, Brain and Behaviour (INM-7), Research Centre Jülich, Jülich, Germany
- Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Zachary J Cole
- Department of Psychology, University of Nebraska-Lincoln, Lincoln, NE, USA
| | - Olivier Collignon
- Center for Mind/Brain Sciences - CIMeC, University of Trento, Rovereto, Italy
- Crossmodal Perception and Plasticity Laboratory, Institutes for Research in Psychology (IPSY) and Neurosciences (IoNS), UCLouvain, Louvain-la-Neuve, Belgium
| | - Robert W Cox
- National Institute of Mental Health (NIMH), National Institutes of Health, Bethesda, MD, USA
| | | | - Stefan Czoschke
- Institute of Medical Psychology, Goethe University, Frankfurt am Main, Germany
| | | | - Charles P Davis
- Department of Psychological Sciences, University of Connecticut, Storrs, CT, USA
- Brain Imaging Research Center, University of Connecticut, Storrs, CT, USA
- Connecticut Institute for the Brain and Cognitive Sciences, University of Connecticut, Storrs, CT, USA
| | - Alberto De Luca
- PROVIDI Lab, Image Sciences Institute, University Medical Center Utrecht, Utrecht, The Netherlands
| | | | - Lysia Demetriou
- Section of Endocrinology and Investigative Medicine, Faculty of Medicine, Imperial College London, London, UK
- Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, UK
| | | | - Xin Di
- Department of Biomedical Engineering, New Jersey Institute of Technology, Newark, NJ, USA
- School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
| | - Erin W Dickie
- Krembil Centre for Neuroinformatics, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Ekaterina Dobryakova
- Center for Traumatic Brain Injury Research, Kessler Foundation, East Hanover, NJ, USA
| | - Claire L Donnat
- Department of Statistics, Stanford University, Stanford, CA, USA
| | - Juergen Dukart
- Institute of Neuroscience and Medicine, Brain and Behaviour (INM-7), Research Centre Jülich, Jülich, Germany
- Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Niall W Duncan
- Graduate Institute of Mind, Brain and Consciousness, Taipei Medical University, Taipei, Taiwan
- Brain and Consciousness Research Centre, TMU-ShuangHo Hospital, New Taipei City, Taiwan
| | - Joke Durnez
- Department of Psychology and Stanford Center for Reproducible Neuroscience, Stanford University, Stanford, CA, USA
| | - Amr Eed
- Instituto de Neurociencias, CSIC-UMH, Alicante, Spain
| | - Simon B Eickhoff
- Institute of Neuroscience and Medicine, Brain and Behaviour (INM-7), Research Centre Jülich, Jülich, Germany
- Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Andrew Erhart
- Department of Psychology, University of Denver, Denver, CO, USA
| | - Laura Fontanesi
- Faculty of Psychology, University of Basel, Basel, Switzerland
| | - G Matthew Fricke
- Computer Science Department, University of New Mexico, Albuquerque, NM, USA
| | - Shiguang Fu
- School of Management, Zhejiang University of Technology, Hangzhou, China
- Institute of Neuromanagement, Zhejiang University of Technology, Hangzhou, China
| | - Adriana Galván
- Department of Psychology, University of California Los Angeles, Los Angeles, CA, USA
| | - Remi Gau
- Crossmodal Perception and Plasticity Laboratory, Institutes for Research in Psychology (IPSY) and Neurosciences (IoNS), UCLouvain, Louvain-la-Neuve, Belgium
| | - Sarah Genon
- Institute of Neuroscience and Medicine, Brain and Behaviour (INM-7), Research Centre Jülich, Jülich, Germany
- Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Tristan Glatard
- Department of Computer Science and Software Engineering, Concordia University, Montreal, Quebec, Canada
| | - Enrico Glerean
- Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland
| | - Jelle J Goeman
- Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands
| | - Sergej A E Golowin
- Graduate Institute of Mind, Brain and Consciousness, Taipei Medical University, Taipei, Taiwan
| | | | | | - Cheryl L Grady
- Rotman Research Institute, Baycrest Health Sciences Centre, Toronto, Ontario, Canada
| | - Mikella A Green
- Center for Cognitive Neuroscience, Duke University, Durham, NC, USA
- Department of Psychology and Neuroscience, Duke University, Durham, NC, USA
| | - João F Guassi Moreira
- Department of Psychology, University of California Los Angeles, Los Angeles, CA, USA
| | - Olivia Guest
- Department of Experimental Psychology, University College London, London, UK
- Research Centre on Interactive Media, Smart Systems and Emerging Technologies - RISE, Nicosia, Cyprus
| | - Shabnam Hakimi
- Center for Cognitive Neuroscience, Duke University, Durham, NC, USA
| | - J Paul Hamilton
- Center for Social and Affective Neuroscience, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Roeland Hancock
- Brain Imaging Research Center, University of Connecticut, Storrs, CT, USA
- Connecticut Institute for the Brain and Cognitive Sciences, University of Connecticut, Storrs, CT, USA
| | - Giacomo Handjaras
- MoMiLab Research Unit, IMT School for Advanced Studies Lucca, Lucca, Italy
| | - Bronson B Harry
- The MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Sydney, New South Wales, Australia
| | - Colin Hawco
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Peer Herholz
- McConnell Brain Imaging Centre, The Neuro (Montreal Neurological Institute-Hospital), Faculty of Medicine, McGill University, Montreal, Quebec, Canada
| | - Gabrielle Herman
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Stephan Heunis
- Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
- Department of Research and Development, Epilepsy Centre Kempenhaeghe, Heeze, The Netherlands
| | - Felix Hoffstaedter
- Institute of Neuroscience and Medicine, Brain and Behaviour (INM-7), Research Centre Jülich, Jülich, Germany
- Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Jeremy Hogeveen
- Department of Psychology, University of New Mexico, Albuquerque, NM, USA
- Psychology Clinical Neuroscience Center, University of New Mexico, Albuquerque, NM, USA
| | - Susan Holmes
- Department of Statistics, Stanford University, Stanford, CA, USA
| | - Chuan-Peng Hu
- Leibniz-Institut für Resilienzforschung (LIR), Mainz, Germany
| | - Scott A Huettel
- Department of Psychology and Neuroscience, Duke University, Durham, NC, USA
| | - Matthew E Hughes
- School of Health Sciences, Swinburne University of Technology, Hawthorn, Victoria, Australia
| | - Vittorio Iacovella
- Center for Mind/Brain Sciences - CIMeC, University of Trento, Rovereto, Italy
| | | | - Peder M Isager
- Department of Industrial Engineering and Innovation Sciences, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Ayse I Isik
- Department of Neuroscience, Max Planck Institute for Empirical Aesthetics, Frankfurt am Main, Germany
| | - Andrew Jahn
- fMRI Laboratory, University of Michigan, Ann Arbor, MI, USA
| | - Matthew R Johnson
- Department of Psychology, University of Nebraska-Lincoln, Lincoln, NE, USA
- Center for Brain, Biology and Behavior, University of Nebraska-Lincoln, Lincoln, NE, USA
| | - Tom Johnstone
- School of Health Sciences, Swinburne University of Technology, Hawthorn, Victoria, Australia
| | - Michael J E Joseph
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Anthony C Juliano
- Center for Neuropsychology and Neuroscience Research, Kessler Foundation, East Hanover, NJ, USA
| | - Joseph W Kable
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, USA
- MindCORE, University of Pennsylvania, Philadelphia, PA, USA
| | - Michalis Kassinopoulos
- Graduate Program in Biological and Biomedical Engineering, McGill University, Montreal, Quebec, Canada
| | - Cemal Koba
- MoMiLab Research Unit, IMT School for Advanced Studies Lucca, Lucca, Italy
| | - Xiang-Zhen Kong
- Language and Genetics Department, Max Planck Institute for Psycholinguistics, Nijmegen, The Netherlands
| | - Timothy R Koscik
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Nuri Erkut Kucukboyaci
- Center for Traumatic Brain Injury Research, Kessler Foundation, East Hanover, NJ, USA
- Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Brice A Kuhl
- Department of Psychology, University of Oregon, Eugene, OR, USA
| | - Sebastian Kupek
- Faculty of Economics and Statistics, University of Innsbruck, Innsbruck, Austria
| | - Angela R Laird
- Department of Physics, Florida International University, Miami, Florida, USA
| | - Claus Lamm
- Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
- Vienna Cognitive Science Hub, University of Vienna, Vienna, Austria
| | - Robert Langner
- Institute of Neuroscience and Medicine, Brain and Behaviour (INM-7), Research Centre Jülich, Jülich, Germany
- Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Nina Lauharatanahirun
- US CCDC Army Research Laboratory, Human Research and Engineering Directorate, Aberdeen Proving Ground, MD, USA
- Annenberg School for Communication, University of Pennsylvania, Philadelphia, PA, USA
| | - Hongmi Lee
- Department of Psychological and Brain Sciences, Johns Hopkins University, Baltimore, MD, USA
| | - Sangil Lee
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, USA
| | - Alexander Leemans
- PROVIDI Lab, Image Sciences Institute, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Andrea Leo
- MoMiLab Research Unit, IMT School for Advanced Studies Lucca, Lucca, Italy
| | - Elise Lesage
- Department of Experimental Psychology, Ghent University, Ghent, Belgium
| | - Flora Li
- Fralin Biomedical Research Institute, Roanoke, VA, USA
- Economics Experimental Lab, Nanjing Audit University, Nanjing, China
| | - Monica Y C Li
- Department of Psychological Sciences, University of Connecticut, Storrs, CT, USA
- Brain Imaging Research Center, University of Connecticut, Storrs, CT, USA
- Connecticut Institute for the Brain and Cognitive Sciences, University of Connecticut, Storrs, CT, USA
- Haskins Laboratories, New Haven, CT, USA
| | - Phui Cheng Lim
- Department of Psychology, University of Nebraska-Lincoln, Lincoln, NE, USA
- Center for Brain, Biology and Behavior, University of Nebraska-Lincoln, Lincoln, NE, USA
| | - Evan N Lintz
- Department of Psychology, University of Nebraska-Lincoln, Lincoln, NE, USA
| | | | - Annabel B Losecaat Vermeer
- Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Bradley C Love
- Department of Experimental Psychology, University College London, London, UK
- The Alan Turing Institute, London, UK
| | - Michael L Mack
- Department of Psychology, University of Toronto, Toronto, Ontario, Canada
| | - Norberto Malpica
- Laboratorio de Análisis de Imagen Médica y Biometría (LAIMBIO), Universidad Rey Juan Carlos, Madrid, Spain
| | - Theo Marins
- D'Or Institute for Research and Education (IDOR), Rio de Janeiro, Brazil
| | - Camille Maumet
- Inria, Univ Rennes, CNRS, Inserm, IRISA UMR 6074, Empenn ERL U 1228, Rennes, France
| | - Kelsey McDonald
- Department of Psychology and Neuroscience, Duke University, Durham, NC, USA
| | - Joseph T McGuire
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA
- Center for Systems Neuroscience, Boston University, Boston, MA, USA
| | - Helena Melero
- Laboratorio de Análisis de Imagen Médica y Biometría (LAIMBIO), Universidad Rey Juan Carlos, Madrid, Spain
- Departamento de Psicobiología, División de Psicología, CES Cardenal Cisneros, Madrid, Spain
- Northeastern University Biomedical Imaging Center, Northeastern University, Boston, MA, USA
| | - Adriana S Méndez Leal
- Department of Psychology, University of California Los Angeles, Los Angeles, CA, USA
| | - Benjamin Meyer
- Leibniz-Institut für Resilienzforschung (LIR), Mainz, Germany
- Neuroimaging Center (NIC), Focus Program Translational Neurosciences (FTN), Johannes Gutenberg University Medical Center Mainz, Mainz, Germany
| | - Kristin N Meyer
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Glad Mihai
- Max Planck Research Group: Neural Mechanisms of Human Communication, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
- Chair of Cognitive and Clinical Neuroscience, Faculty of Psychology, Technische Universität Dresden, Dresden, Germany
| | - Georgios D Mitsis
- Department of Bioengineering, McGill University, Montreal, Quebec, Canada
| | - Jorge Moll
- D'Or Institute for Research and Education (IDOR), Rio de Janeiro, Brazil
- Department of Psychology, Stanford University, Stanford, CA, USA
| | - Dylan M Nielson
- Data Science and Sharing Team, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, USA
| | - Gustav Nilsonne
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Michael P Notter
- The Laboratory for Investigative Neurophysiology (The LINE), Department of Radiology, University Hospital Center and University of Lausanne, Lausanne, Switzerland
| | - Emanuele Olivetti
- Neuroinformatics Laboratory, Fondazione Bruno Kessler, Trento, Italy
- Center for Mind/Brain Sciences - CIMeC, University of Trento, Rovereto, Italy
| | - Adrian I Onicas
- MoMiLab Research Unit, IMT School for Advanced Studies Lucca, Lucca, Italy
| | - Paolo Papale
- MoMiLab Research Unit, IMT School for Advanced Studies Lucca, Lucca, Italy
- Department of Vision and Cognition, Netherlands Institute for Neuroscience, Amsterdam, The Netherlands
| | - Kaustubh R Patil
- Institute of Neuroscience and Medicine, Brain and Behaviour (INM-7), Research Centre Jülich, Jülich, Germany
- Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Jonathan E Peelle
- Department of Otolaryngology, Washington University in St. Louis, St. Louis, MO, USA
| | - Alexandre Pérez
- McConnell Brain Imaging Centre, The Neuro (Montreal Neurological Institute-Hospital), Faculty of Medicine, McGill University, Montreal, Quebec, Canada
| | - Doris Pischedda
- Bernstein Center for Computational Neuroscience and Berlin Center for Advanced Neuroimaging and Clinic for Neurology, Charité Universitätsmedizin, corporate member of Freie Universität Berlin, Humboldt Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
- Cluster of Excellence Science of Intelligence, Technische Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany
- NeuroMI - Milan Center for Neuroscience, Milan, Italy
| | - Jean-Baptiste Poline
- McConnell Brain Imaging Centre, The Neuro (Montreal Neurological Institute-Hospital), Faculty of Medicine, McGill University, Montreal, Quebec, Canada
- Henry H. Wheeler, Jr. Brain Imaging Center, Helen Wills Neuroscience Institute, University of California Berkeley, Berkeley, CA, USA
| | - Yanina Prystauka
- Department of Psychological Sciences, University of Connecticut, Storrs, CT, USA
- Brain Imaging Research Center, University of Connecticut, Storrs, CT, USA
- Connecticut Institute for the Brain and Cognitive Sciences, University of Connecticut, Storrs, CT, USA
| | - Shruti Ray
- Department of Biomedical Engineering, New Jersey Institute of Technology, Newark, NJ, USA
| | | | - Richard C Reynolds
- Scientific and Statistical Computing Core, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, USA
| | - Emiliano Ricciardi
- MoMiLab Research Unit, IMT School for Advanced Studies Lucca, Lucca, Italy
| | - Jenny R Rieck
- Rotman Research Institute, Baycrest Health Sciences Centre, Toronto, Ontario, Canada
| | - Anais M Rodriguez-Thompson
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Anthony Romyn
- Department of Psychology, University of Toronto, Toronto, Ontario, Canada
| | - Taylor Salo
- Department of Psychology, Florida International University, Miami, FL, USA
| | - Gregory R Samanez-Larkin
- Center for Cognitive Neuroscience, Duke University, Durham, NC, USA
- Department of Psychology and Neuroscience, Duke University, Durham, NC, USA
| | - Emilio Sanz-Morales
- Laboratorio de Análisis de Imagen Médica y Biometría (LAIMBIO), Universidad Rey Juan Carlos, Madrid, Spain
| | | | - Douglas H Schultz
- Department of Psychology, University of Nebraska-Lincoln, Lincoln, NE, USA
- Center for Brain, Biology and Behavior, University of Nebraska-Lincoln, Lincoln, NE, USA
| | - Qiang Shen
- School of Management, Zhejiang University of Technology, Hangzhou, China
- Institute of Neuromanagement, Zhejiang University of Technology, Hangzhou, China
| | - Margaret A Sheridan
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jennifer A Silvers
- Department of Psychology, University of California Los Angeles, Los Angeles, CA, USA
| | - Kenny Skagerlund
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
- Center for Social and Affective Neuroscience, Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
| | - Alec Smith
- Department of Economics, Virginia Tech, Blacksburg, VA, USA
- School of Neuroscience, Virginia Tech, Blacksburg, VA, USA
| | - David V Smith
- Department of Psychology, Temple University, Philadelphia, PA, USA
| | | | - Simon R Steinkamp
- Institute of Neuroscience and Medicine, Cognitive Neuroscience (INM-3), Research Centre Jülich, Jülich, Germany
| | - Sarah M Tashjian
- Department of Psychology, University of California Los Angeles, Los Angeles, CA, USA
| | | | - John N Thorp
- Department of Psychology, Columbia University, New York, NY, USA
| | - Gustav Tinghög
- Department of Management and Engineering, Linköping University, Linköping, Sweden
- Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Loreen Tisdall
- Department of Psychology, Stanford University, Stanford, CA, USA
- Center for Cognitive and Decision Sciences, University of Basel, Basel, Switzerland
| | - Steven H Tompson
- US CCDC Army Research Laboratory, Human Research and Engineering Directorate, Aberdeen Proving Ground, MD, USA
| | - Claudio Toro-Serey
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA
- Center for Systems Neuroscience, Boston University, Boston, MA, USA
| | | | - Leonardo Tozzi
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Vuong Truong
- Graduate Institute of Mind, Brain and Consciousness, Taipei Medical University, Taipei, Taiwan
- Brain and Consciousness Research Centre, TMU-ShuangHo Hospital, New Taipei City, Taiwan
| | - Luca Turella
- Center for Mind/Brain Sciences - CIMeC, University of Trento, Rovereto, Italy
| | - Anna E van 't Veer
- Methodology and Statistics Unit, Institute of Psychology, Leiden University, Leiden, The Netherlands
| | - Tom Verguts
- Department of Experimental Psychology, Ghent University, Ghent, Belgium
| | - Jean M Vettel
- US Combat Capabilities Development Command Army Research Laboratory, Aberdeen, MD, USA
- University of California Santa Barbara, Santa Barbara, CA, USA
- University of Pennsylvania, Philadelphia, PA, USA
| | - Sagana Vijayarajah
- Department of Psychology, University of Toronto, Toronto, Ontario, Canada
| | - Khoi Vo
- Center for Cognitive Neuroscience, Duke University, Durham, NC, USA
- Department of Psychology and Neuroscience, Duke University, Durham, NC, USA
| | - Matthew B Wall
- Invicro, London, UK
- Faculty of Medicine, Imperial College London, London, UK
- Clinical Psychopharmacology Unit, University College London, London, UK
| | - Wouter D Weeda
- Methodology and Statistics Unit, Institute of Psychology, Leiden University, Leiden, The Netherlands
| | - Susanne Weis
- Institute of Neuroscience and Medicine, Brain and Behaviour (INM-7), Research Centre Jülich, Jülich, Germany
- Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - David J White
- Centre for Human Psychopharmacology, Swinburne University, Hawthorn, Victoria, Australia
| | - David Wisniewski
- Department of Experimental Psychology, Ghent University, Ghent, Belgium
| | - Alba Xifra-Porxas
- Graduate Program in Biological and Biomedical Engineering, McGill University, Montreal, Quebec, Canada
| | - Emily A Yearling
- Department of Psychological Sciences, University of Connecticut, Storrs, CT, USA
- Brain Imaging Research Center, University of Connecticut, Storrs, CT, USA
- Connecticut Institute for the Brain and Cognitive Sciences, University of Connecticut, Storrs, CT, USA
| | - Sangsuk Yoon
- Department of Management and Marketing, School of Business, University of Dayton, Dayton, OH, USA
| | - Rui Yuan
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Kenneth S L Yuen
- Leibniz-Institut für Resilienzforschung (LIR), Mainz, Germany
- Neuroimaging Center (NIC), Focus Program Translational Neurosciences (FTN), Johannes Gutenberg University Medical Center Mainz, Mainz, Germany
| | - Lei Zhang
- Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Xu Zhang
- Brain Imaging Research Center, University of Connecticut, Storrs, CT, USA
- Connecticut Institute for the Brain and Cognitive Sciences, University of Connecticut, Storrs, CT, USA
- Biomedical Engineering Department, University of Connecticut, Storrs, CT, USA
| | - Joshua E Zosky
- Department of Psychology, University of Nebraska-Lincoln, Lincoln, NE, USA
- Center for Brain, Biology and Behavior, University of Nebraska-Lincoln, Lincoln, NE, USA
| | - Thomas E Nichols
- Oxford Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Population Health, University of Oxford, Oxford, UK.
| | | | - Tom Schonberg
- Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel.
- Department of Neurobiology, The George S. Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv, Israel.
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Czoschke S, Fischer C, Beitner J, Kaiser J, Bledowski C. Two types of serial dependence in visual working memory. Br J Psychol 2018; 110:256-267. [PMID: 30198553 DOI: 10.1111/bjop.12349] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2018] [Revised: 08/06/2018] [Indexed: 10/28/2022]
Abstract
Stimulus representations in working memory depend on memory traces of past stimuli both from previous trials and from the current trial. However, it is unclear whether the same or different mechanisms underlie this serial dependence across and within trials. We directly contrasted estimates of bias for pairs of immediately successive stimuli across and within trials. In each trial, participants memorized two consecutive motion direction stimuli (S1 and S2) and after a short delay were cued to report one of them. We found serial dependence across trials: The current S1 was attracted towards the preceding S2 when the latter had been cued for report. In contrast, within the same trial S2 was repulsed from S1. In addition, repulsion within a trial occurred for a broader range of motion direction differences between stimuli than attraction across trials. A second experiment in which 25% of trials did not require a response demonstrated that across-trial attraction did not depend on whether the previous S2 actually had to be reported. Our findings provide evidence for two types of serial dependence operating across and within trials. They support the notion of different mechanisms integrating or segregating current from similar past memory contents depending on their task relevance.
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Affiliation(s)
- Stefan Czoschke
- Institute of Medical Psychology, Goethe University Frankfurt am Main, Germany
| | - Cora Fischer
- Institute of Medical Psychology, Goethe University Frankfurt am Main, Germany
| | - Julia Beitner
- Institute of Medical Psychology, Goethe University Frankfurt am Main, Germany
| | - Jochen Kaiser
- Institute of Medical Psychology, Goethe University Frankfurt am Main, Germany
| | - Christoph Bledowski
- Institute of Medical Psychology, Goethe University Frankfurt am Main, Germany
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