Measuring the Semantic Priming Effect Across Many Languages

dc.contributor.author Buchanan, Erin M.
dc.contributor.author Cuccolo, Kelly
dc.contributor.author Heyman, Tom
dc.contributor.author van Berkel, Niels
dc.contributor.author Coles, Nicholas A.
dc.contributor.author Iyer, Aishwarya
dc.contributor.author Lewis, Savannah C.
dc.date.accessioned 2025-10-15T16:31:00Z
dc.date.available 2025-10-15T16:31:00Z
dc.date.issued 2025
dc.description Söylemez, Bahadır/0000-0002-0799-7291; Tiernan, Jake/0009-0003-7125-7970; Manriquez Robles, Diego/0000-0002-6394-7854 en_US
dc.description.abstract Semantic priming has been studied for nearly 50 years across various experimental manipulations and theoretical frameworks. Although previous studies provide insight into the cognitive underpinnings of semantic representations, they have suffered from small sample sizes and a lack of linguistic and cultural diversity. In this Registered Report, we measured the size and the variability of the semantic priming effect across 19 languages (n = 25,163 participants analysed) by creating the largest available database of semantic priming values using an adaptive sampling procedure. We found evidence for semantic priming in terms of differences in response latencies between related word-pair conditions and unrelated word-pair conditions. Model comparisons showed that the inclusion of a random intercept for language improved model fit, providing support for variability in semantic priming across languages. This study highlights the robustness and variability of semantic priming across languages and provides a rich, linguistically diverse dataset for further analysis. The Stage 1 protocol for this Registered Report was accepted in principle on 15 July 2022. The protocol, as accepted by the journal, can be found at https://osf.io/u5bp6 (registration) or https://osf.io/q4fjy (preprint version 6, 31 May 2022). en_US
dc.description.sponsorship South-Eastern Norway Regional Health Authority [2020023]; ANID/CONICYT FONDECYT Iniciacion [11190673]; Programa de Investigacion Asociativa en Ciencias Cognitivas [RU-158-2019]; Research Center on Cognitive Sciences, Faculty of Psychology, Universidad de Talca, Chile [APVV-22-0458]; National Natural Science Foundation of China [72272048, 72343035, 72432003, 71902164, 71972065, 72272049, 72102060]; Post-Funding Project of Philosophy and Social Science Research of the Ministry of Education [21JHQ088]; Deutsche Forschungsgemeinschaft (DFG) Heisenberg Programme [442405852, 26254]; ERC Consolidator Grant [101087053]; ESSEC Business School Research Center (CERESSEC); Einstein Foundation Award through the PSA, Harrisburg University of Science and Technology; Leibniz Institute for Psychology (ZPID); Fund for Scientific Research Flanders (FWO); FWO [G049821N]; FundacAo para a Ciencia e Tecnologia through the Research Center CIS-Iscte [UID/PSI/03125/2020]; DFG [502774891-ORA, PID2020-118583GB-I00]; Agencia Estatal de Investigacion (Spain); HSE University Basic Research Program; IDN Being Human Incubator; JSPS KAKENHI [JP22K18263]; John Templeton Foundation [62631]; Austrian Science Fund (FWF) [DOI: 10.55776/ESP286]; National Science Centre, Poland [2019/35/B/HS6/00528]; Leverhulme Early Career Fellow [ECF-2022-761]; National Recovery and Resilience Plan; Italian Ministry of University - European Union-NextGenerationEU-project [2022TE3XMT]; CUP (Rinaldi) [F53D23004850006]; Italian Ministry of Health [2024]; Foundation for Polish Science START scholarship [(MEDIS:ON) CZ.02.01.01/00/23_025/0008713]; European Union [APVV-23-0421]; Agencia Nacional de Investigacion y Desarrollo of Chile [3537/2023]; National Science Center [2020/37/B/HS6/00610]; OTKA FK [APVV-22-0458, 146604, PRIMUS/24/SSH/017, CIAICO/2021/172]; Department of Innovation, Universities, Science and Digital Society of the Valencian Government; Research Grant Council of Hong Kong [17608621]; Scientific Excellence Incubator 'Being Human'; Leverhulme Trust [RPG-2020-035]; Ministry of Science, Technological Development and Innovation of the Republic of Serbia [451-03-65/2024-03/200105]; Ministry of Science, Technological Development and Innovation of the Republic of Serbia, as part of the financial support of scientific research at the University of Belgrade-Faculty of Philosophy [451-03-66/2024-03/200163]; Prince Sultan University through the Applied Linguistics Research Lab [RL-CH-2019/9/1, PSI/01662]; School of Psychology, University of Minho; Foundation for Science and Technology through the Portuguese State Budget [UIDB/PSI/01662/2020]; ERDF/ESF project TECHSCALE [CZ.02.01.01/00/22_008/0004587, 882168]; Austrian Research Promotion Agency (FFG); Social Sciences and Humanities Research Council of Canada [435-2021-1074]; European Union-NextGenerationEU; Basic Research Program at the National Research University Higher School of Economics (HSE University) [ANR-18-IDEX-0001, ANR-20-FRAL-0008]; University Excellence Fund of ELTE Eotvos Lorand University, Budapest, Hungary; Janos Bolyai scholarship of the Hungarian Academy of Sciences; Universite Grenoble Alpes; Institut Universitaire de France en_US
dc.description.sponsorship A.D.A. was supported by the South-Eastern Norway Regional Health Authority (no. 2020023). J.L.U. was supported by ANID/CONICYT FONDECYT Iniciacion 11190673, Programa de Investigacion Asociativa en Ciencias Cognitivas (RU-158-2019), Research Center on Cognitive Sciences, Faculty of Psychology, Universidad de Talca, Chile. P.K. was supported by APVV-22-0458. Y.Z. was supported by the National Natural Science Foundation of China (grant nos 72272048, 72343035, 72432003, 71902164, 71972065, 72272049 and 72102060) and the Post-Funding Project of Philosophy and Social Science Research of the Ministry of Education (grant no. 21JHQ088). S.W. was supported by the Deutsche Forschungsgemeinschaft (DFG) Heisenberg Programme (funding ID: 442405852). Y.A.N., A. Stuckler, F.T., M.H.C. and S. Pfattheicher supported the data collection in Danish with Interacting Minds Centre seed grant no. 26254. M. Marelli was supported by ERC Consolidator Grant 101087053 (project 'BraveNewWord'). A. Sepehri was supported by ESSEC Business School Research Center (CERESSEC). E.M.B. was supported by funding from the Einstein Foundation Award through the PSA, Harrisburg University of Science and Technology, and the Leibniz Institute for Psychology (ZPID). C.H. was supported by the Fund for Scientific Research Flanders (FWO), grant no. FWO G049821N. P.A. was supported by FundacAo para a Ciencia e Tecnologia through the Research Center CIS-Iscte (UID/PSI/03125/2020). M. Koster was supported by DFG grant no. 290878970-GRK 2271. M. Cavdan was supported by DFG project no. 502774891-ORA project 'UNTOUCH'. M. A. Vadillo was supported by grant no. PID2020-118583GB-I00 from Agencia Estatal de Investigacion (Spain). D. Grigoryev was supported by HSE University Basic Research Program. S.C.R. and P.S. were supported by IDN Being Human Incubator. Y. Yamada was supported by JSPS KAKENHI (JP22K18263). K. Schmidt was supported by the John Templeton Foundation. R.M.R. was supported by the John Templeton Foundation (grant ID: 62631). K.K. was supported by the Austrian Science Fund (FWF) (grant DOI: 10.55776/ESP286). K.B. and E.I. were supported by a grant from the National Science Centre, Poland (2019/35/B/HS6/00528). M.M.E. was supported by Leverhulme Early Career Fellow ECF-2022-761. L.R. was supported by the National Recovery and Resilience Plan (PNRR), Mission 4, Component 2, Investment 1.1, Call for Tender No. 104 published on 2 February 2022 by the Italian Ministry of University and Research, funded by the European Union-NextGenerationEU-project title 'The World in Words: Moving beyond a spatiocentric view of the human mind (acronym: WoWo)', project code 2022TE3XMT, CUP (Rinaldi) F53D23004850006; and by the Italian Ministry of Health (Ricerca Corrente 2024). M. Kowal was supported by the Foundation for Polish Science START scholarship. I.R. was supported by Mediated Society (MEDIS:ON) CZ.02.01.01/00/23_025/0008713, which is co-financed by the European Union and by APVV-23-0421. D.M.-R. was supported by a National Master's Scholarship from the Agencia Nacional de Investigacion y Desarrollo of Chile 3537/2023. R.J. was supported by the National Science Center (2020/37/B/HS6/00610). A.M.A. was supported by the OTKA FK 146604 research grant. M. Adamkovi was supported by PRIMUS/24/SSH/017; APVV-22-0458. M. Perea was supported by grant no. CIAICO/2021/172 from the Department of Innovation, Universities, Science and Digital Society of the Valencian Government. J.H.-w.H. was supported by the Research Grant Council of Hong Kong (GRF no. 17608621 to Hsiao). A. Sorokowska was supported by Scientific Excellence Incubator 'Being Human'. W.D. was supported by the FWO, project no. G049821N. K. Wolfe was supported by the Leverhulme Trust (RPG-2020-035). T.V.P. was supported by the Ministry of Science, Technological Development and Innovation of the Republic of Serbia, according to the contract on the financial support of the scientific research of teaching staff at accredited higher-education institutions in 2024, contract no. 451-03-65/2024-03/200105. Z.P. was supported by the Ministry of Science, Technological Development and Innovation of the Republic of Serbia, as part of the financial support of scientific research at the University of Belgrade-Faculty of Philosophy (contract no. 451-03-66/2024-03/200163). D.A.S.E.-D. was supported by Prince Sultan University through the Applied Linguistics Research Lab (RL-CH-2019/9/1). M. Comesana was supported by The study corresponding to European Portuguese data was conducted at the Psychology Research Centre (PSI/01662), School of Psychology, University of Minho, and was supported by the Foundation for Science and Technology through the Portuguese State Budget (Ref.: UIDB/PSI/01662/2020). Z.M. and R.Z. were supported by ERDF/ESF project TECHSCALE (no. CZ.02.01.01/00/22_008/0004587). K.F. was supported by a Marie-Curie-Fellowship (882168). F.S. was supported by the Austrian Research Promotion Agency (FFG). S.D.D. was supported by a Social Sciences and Humanities Research Council of Canada grant (grant no. 435-2021-1074). M. Montefinese was supported by the Investment line 1.2 'Funding projects presented by young researchers' (CHILDCONTROL) from the European Union-NextGenerationEU. I.S.P. was supported by a research project implemented as part of the Basic Research Program at the National Research University Higher School of Economics (HSE University). C. Blaison was supported by ANR-18-IDEX-0001 and ANR-20-FRAL-0008. T.N. was supported by the University Excellence Fund of ELTE Eotvos Lorand University, Budapest, Hungary, and the Janos Bolyai scholarship of the Hungarian Academy of Sciences. D. Muller was supported by Universite Grenoble Alpes, Institut Universitaire de France. We thank I. Castillejo for their assistance with data collection. The funders had no role in study design, data collection and analysis, decision to publish or preparation of the paper. An introductory sentence in the paper was edited for clarity: "Semantic priming is defined as the decrease in response latency (that is, reduced linguistic processing or facilitation) for target words that are semantically related to their cue words in comparison to unrelated cue words". Links to the supplementary materials were added to the Methods for direct access to noted materials. en_US
dc.identifier.doi 10.1038/s41562-025-02254-x
dc.identifier.issn 2397-3374
dc.identifier.scopus 2-s2.0-105017844574
dc.identifier.uri https://doi.org/10.1038/s41562-025-02254-x
dc.language.iso en en_US
dc.publisher Nature Portfolio en_US
dc.relation.ispartof Nature Human Behaviour en_US
dc.rights info:eu-repo/semantics/openAccess en_US
dc.title Measuring the Semantic Priming Effect Across Many Languages en_US
dc.type Article en_US
dspace.entity.type Publication
gdc.author.id Söylemez, Bahadır/0000-0002-0799-7291
gdc.author.id Tiernan, Jake/0009-0003-7125-7970
gdc.author.id Manriquez Robles, Diego/0000-0002-6394-7854
gdc.bip.impulseclass C5
gdc.bip.influenceclass C5
gdc.bip.popularityclass C5
gdc.coar.access metadata only access
gdc.coar.type text::journal::journal article
gdc.collaboration.industrial true
gdc.description.department Kadir Has University en_US
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Matthew; Muppoor, Aishwarya; Patel, Sneh] Nova Southeastern Univ, Dept Psychol & Neurosci, Ft Lauderdale, FL USA; [Vaidis, David C.; Becker, Maja; Tremoliere, Bastien] Univ Toulouse, CNRS, CLLE, Toulouse, France; [Vaidis, David C.] Paris Cite Univ, Social Psychol Lab, Inst Psychol, Paris, France; [Aczel, Balazs; Akil, Atakan M.; Nagy, Tamas] Eotvos Lorand Univ, Inst Psychol, Budapest, Hungary; [Al-Hoorie, Ali H.] Royal Commiss Jubail & Yanbu, Jubail Industrial City, Saudi Arabia; [Ambrosini, Ettore] Padova Neurosci Ctr, Dept Neurosci, Padua, Italy; [Besson, Theo] Paris Cite Univ, Social Psychol Lab, Boulogne, France; [Burin, Debora I.] Univ Buenos Aires, CONICET, Fac Psychol, Buenos Aires, DF, Argentina; [Burin, Debora I.] Univ Palermo, Dept Psychol, Buenos Aires, DF, Argentina; [Butt, Muhammad Mussaffa] Govt Coll Univ, Dept Psychol, Lahore, Pakistan; [Clarke, A. J. 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[Demirag Burak, Elif Gizem] Univ Oklahoma, Dept Psychol, Norman, OK USA; [Dixson, Barnaby James Wyld] Univ Sunshine Coast, Sch Hlth, Morton Bay, Qld, Australia; [Dixson, Barnaby James Wyld] Univ Queensland, Sch Psychol, Brisbane, Qld, Australia; [Du, Hongfei] Beijing Normal Univ Zhuhai, Fac Arts & Sci, Dept Psychol, Zhuhai, Peoples R China; [Du, Hongfei] Beijing Normal Univ, Beijing Key Lab Appl Expt Psychol, Natl Demonstrat Ctr Expt Psychol Educ, Fac Psychol, Beijing, Peoples R China; [Duclos, Rod] Western Univ, Ivey Sch, London, ON, Canada; [Duyck, Wouter; Hauspie, Cathy; Szmalec, Arnaud] Univ Ghent, Dept Expt Psychol, Ghent, Belgium; [Era, Vanessa] Sapienza Univ Rome, Dept Psychol, Rome, Italy; [Era, Vanessa] IRCCS Santa Lucia Fdn, Social Neurosci Lab, Rome, Italy; [Evans, Thomas R.] Univ Greenwich, Sch Human Sci, London, England; [Evans, Thomas R.] Univ Greenwich, Inst Lifecourse Dev, London, England; [Exner, Anna] Ruhr Univ Bochum, Fac Psychol, Bochum, Germany; [Feldman, Gilad] Univ Hong Kong, Dept Psychol, Hong Kong, Peoples R China; [Fellnhofer, Katharina] Swiss Fed Inst Technol, Dept Management Technol & Econ, Zurich, Switzerland; [Fellnhofer, Katharina] Res & Innovat Management GmbH, Neumarkt An Der Ybbs, Austria; [Fini, Chiara] Sapienza Univ Rome, Dept Dynam & Clin Psychol & Hlth Studies, Rome, Italy; [Flowe, Heather D.] Univ Birmingham, Sch Psychol, Edgbaston, England; [Garrido-Vasquez, Patricia] Univ Concepcion, Dept Psychol, Concepcion, Chile; [Gatti, Daniele] Univ Pavia, Dept Brain & Behav Sci, Pavia, Italy; [Geller, Jason] Boston Coll, Dept Psychol & Neurosci, Boston, MA USA; [Giannouli, Vaitsa] Hellen Open Univ, Sch Social Sci, Patras, Greece; [Griener, Lindsay M.] Univ Alberta, Ctr Comparat Psycholinguist, Edmonton, AB, Canada; [Grigoryev, Dmitry] Natl Res Univ Higher Sch Econ, Ctr Sociocultural Res, Moscow, Russia; [Grossmann, Igor] Univ Waterloo, Dept Psychol, Waterloo, ON, Canada; [Grossmann, Igor] Univ Johannesburg, African Ctr Epistemol & Philosophy Sci, Johannesburg, South Africa; [Ghasemi, Hesam] ESSEC Business Sch, Mkt, Cergy, France; [Handjaras, Giacomo] IMT Sch Adv Studies, Lucca, Italy; [He, Zhiran] Henan Univ, Dept Educ, Kaifeng, Peoples R China; [Heydari, Amirmahdi] Univ Tehran, Psychol, Tehran, Iran; [Hoyer, Karlijn] Univ Amsterdam, Dev Psychol, Amsterdam, Netherlands; [Hryniszak, Weronika] Jagiellonian Univ, Doctoral Sch Social Sci, Appl Memory Res Lab, Fac Philosophy,Inst Psychol, Krakow, Poland; [Hsiao, Janet Hui-wen] Hong Kong Univ Sci & Technol, Div Social Sci, Hong Kong, Peoples R China; [Huang, Guanxiong] City Univ Hong Kong, Dept Media & Commun, Kowloon, Peoples R China; [Ihaya, Keiko] Fukuoka Inst Technol, Ctr Liberal Arts, Fukuoka, Fukuoka, Japan; [Ilczuk, Ewa] Jagiellonian Univ, Fac Philosophy, Krakow, Poland; [Ishii, Tatsunori] Japan Womens Univ, Dept Psychol, Tokyo, Japan; [Dumbrava, Andrei] George IM Georgescu Inst Cardiovasc Dis, Iasi, Romania; [Dumbrava, Andrei] Alexandru Ioan Cuza Univ, Iasi, Romania; [Jankowiak, Katarzyna; Jonczyk, Rafal] Adam Mickiewicz Univ, Fac English, Poznan, Poland; [Jiang, Xiaoming] Shanghai Int Studies Univ, Inst Language Sci, Shanghai, Peoples R China; [Jiang, Xiaoming] Shanghai Int Studies Univ, Key Lab Language Sci & Multilingual Artificial In, Shanghai, Peoples R China; [Johnson, David C.] CUNY, York Coll, Dept Behav Sci, New York, NY USA; [Johnson, David C.] CUNY, Dept Psychol, New York, NY USA; [Jonczyk, Rafal] Adam Mickiewicz Univ, Cognit Neurosci Ctr, Poznan, Poland; [Jaervikivi, Juhani] Univ Alberta, Dept Linguist, Edmonton, AB, Canada; [Kaczer, Laura; Laurino, Julieta] Univ Buenos Aires, Dept Physiol Mol & Cellular Biol, Buenos Aires, DF, Argentina; [Karl, Johannes A.; McGovern, David P.; Tiernan, Jake G.; Zumbrunn, Nina Meret] Dublin City Univ, Sch Psychol, Dublin, Ireland; [Karl, Johannes A.] Univ Zurich, Zurich, Switzerland; [Karl, Johannes A.] Victoria Univ Wellington, Sch Psychol Herenga Waka, Wellington, New Zealand; [Karner, Alexander; Melinscak, Filip] Univ Vienna, Dept Cognit Emot & Methods Psychol, Vienna, Austria; [Kacmar, Pavol] Pavol Jozef Safarik Univ, Fac Arts, Dept Psychol, Kosice, Slovakia; [Keech, Jacob J.] Griffith Univ, Sch Appl Psychol, Mt Gravatt, Qld, Australia; [Kim, M. Justin] Sungkyunkwan Univ, Dept Psychol, Seoul, South Korea; [Kim, M. Justin] Inst Basic Sci, Ctr Neurosci Imaging Res, Suwon, South Korea; [Korbmacher, Max] Western Norway Univ Appl Sci, Dept Hlth & Functioning, Bergen, Norway; [Korbmacher, Max] Mohn Med Imaging & Visualizat Ctr, Bergen, Norway; [Kowal, Marta; Misiak, Michal; Roberts, S. Craig] Univ Wroclaw, Inst Psychol, IDN Being Human, Wroclaw, Poland; [Kratochvil, Tomas] Masaryk Univ, Fac Social Studies, Int Res Team Internet & Soc, Brno, Czech Republic; [Kunisato, Yoshihiko] Senshu Univ, Dept Psychol, Kawasaki, Kanagawa, Japan; [Kuzminska, Anna O.] Univ Warsaw, Fac Management, Warsaw, Poland; [Koertvelyessy, Livia] Pavol Jozef Safarik Univ, Dept British & Amer Studies, Koice, Slovakia; [Koese, Fatma Ebru] Aydin Adnan Menderes Univ, Psychol Dept, Aydn, Turkiye; [Koese, Fatma Ebru] Univ Durham, Psychol Dept, Durham, England; [Kekus, Magdalena] SWPS Univ, Fac Psychol, Krakow, Poland; [Labusch, Melanie] Univ Valencia, ERI Lectura, Valencia, Spain; [Labusch, Melanie] Univ Valencia, Dept Methodol, Valencia, Spain; [Labusch, Melanie; Perea, Manuel] Nebrija Univ, Nebrija Res Ctr Cognit CINC, Madrid, Spain; [Lau, Chaak Ming] Educ Univ Hong Kong, Ctr Res Linguist & Language Studies, Tai Po, Peoples R China; [Law, Wilbert; Zhou, Yuwei] Educ Univ Hong Kong, Dept Psychol, Hong Kong, Peoples R China; [Law, Wilbert] Educ Univ Hong Kong, Ctr Psychosocial Hlth, Hong Kong, Peoples R China; [Lettieri, Giada] IMT Sch Adv Studies, MoMiLab, Affect Physiol & Interocept Grp, Lucca, Italy; [Levitan, Carmel A.] Occidental Coll, Cognit Sci, Los Angeles, CA USA; [Lu, Jackson G.] MIT, MIT Sloan Sch Management, Cambridge, MA USA; [MacPherson, Sarah E.] Univ Edinburgh, Human Cognit Neurosci, Edinburgh, Midlothian, Scotland; [Manriquez-Robles, Diego] Catholic Univ Temuco, Dept Psychol, Temuco, Chile; [Marchant, Nicolas] Univ Adolfo Ibanez, Ctr Social & Cognit Neurosci, Valparaiso, Chile; [Martinez, Martin] Univ Navarra, Dept Psychol, Pamplona, Spain; [Matthews, Molly F.] Univ Waterloo, Psychol, Waterloo, ON, Canada; [Mattiassi, Alan D. A.] Univ Florence, Dept Educ Literatures Intercultural Studies Langu, Florence, Italy; [Mattoli-Sanchez, Josefina] Diego Port Univ, Ctr Studies Human Neurosci & Neuropsychol, Fac Psychol, Santiago, Chile; [Misiak, Michal] Univ Oxford, Sch Anthropol & Museum Ethnog, Oxford, England; [Monteiro, Luis Carlos Pereira] Fed Univ Para, Inst Biol Sci, Belem, Para, Brazil; [Moreau, David] Univ Auckland, Sch Psychol, Auckland, New Zealand; [Moreau, David] Univ Auckland, Ctr Brain Res, Auckland, New Zealand; [Mulgrew, Kate E.] Univ Sunshine Coast, Sch Hlth, Petrie, Qld, Australia; [Naranowicz, Marcin] Adam Mickiewicz Univ, Fac English, Poznan, Poland; [Ndukaihe, Izuchukwu L. G.] Alex Ekwueme Fed Univ, Dept Psychol, Ndufu Alike, Nigeria; [Neta, Maital] Univ Nebraska, Dept Psychol, Ctr Brain Biol & Behav, Lincoln, NE USA; [Ogbonnaya, Chisom Esther] Alex Ekwueme Fed Univ, Dept Psychol, Ndufu Alike, Nigeria; [Paek, Jessica Jee Won] Indiana Univ, Kelley Sch Business, Dept Management & Entrepreneurship, Bloomington, IN USA; [Paltoglou, Aspasia Eleni] Manchester Metropolitan Univ, Sch Psychol, Manchester, Lancs, England; [Paltoglou, Aspasia Eleni] Oxford Brookes Univ, Sch Psychol Social Work & Publ Hlth PSP, Oxford, England; [Parada, Francisco J.] Diego Port Univ, Dept Psychol, Santiago, Chile; [Parker, Adam J.; Vasilev, Martin R.] UCL, Div Psychol & Language Sci, Dept Expt Psychol, London, England; [Paruzel-Czachura, Mariola; Pypno-Blajda, Katarzyna] Univ Silesia Katowice, Inst Psychol, Katowice, Poland; [Paruzel-Czachura, Mariola] Univ Penn, Penn Ctr Neuroaesthet, Philadelphia, PA USA; [Pavlov, Yuri G.] Univ Tubingen, Inst Med Psychol & Behav Neurobiol, Tubingen, Germany; [Paydarfard, Saeed] Shahid Beheshti Univ, Psychol & Educ Sci, Tehran, Iran; [Peker, Mehmet] Ege Univ, Dept Psychol, Fac Letters, Izmir, Turkiye; [Perea, Manuel] Univ Valencia, Dept Methodol, Valencia, Spain; [Protzko, John] Cent Connecticut State Univ, Psychol Sci, New Britain, CT USA; [Qiu, Zhuang] City Univ Macau, Fac Humanities & Social Sci, Macau, Peoples R China; [Reips, Ulf-Dietrich] Univ Konstanz, Dept Psychol, Constance, Germany; [Ribeiro, Gianni] Univ Queensland, Sch Psychol, Brisbane, Qld, Australia; [Ribeiro, Gianni] Univ Southern Queensland, Sch Law & Justice, Ipswich, Qld, Australia; [Rinaldi, Luca] Univ Pavia, Dept Brain & Behav Sci, Pavia, Italy; [Rinaldi, Luca] IRCCS Mondino Fdn, Cognit Psychol Unit, Pavia, Italy; [Roberts, S. Craig] Univ Stirling, Dept Psychol, Stirling, Scotland; [Roembke, Tanja C.] Rhein Westfal TH Aachen, Inst Psychol, Chair Cognit & Expt Psychol, Aachen, Germany; [Ross, Robert M.] Macquarie Univ, Dept Philosophy, Sydney, NSW, Australia; [Roeer, Jan Philipp] Univ Witten Herdecke, Dept Psychol & Psychotherapy, Witten, Germany; [Rizaoglu, Filiz] Pamukkale Univ, Foreign Language Educ Dept, Denizli, Turkiye; [Saari, Toni T.] Univ Helsinki, Inst Mol Med Finland, Helsinki, Finland; [Santos, Anabela Caetano] Univ Inst Lisbon, CIS Iscte, Lisbon, Portugal; [Saricicek, F. Caglar; Oner, Sezin] Kadir Has Univ, Dept Psychol, Istanbul, Turkiye; [Sasaki, Kyoshiro] Kansai Univ, Fac Informat, Takatsuki, Osaka, Japan; [Sepehri, Amir] ESSEC Business Sch, Dept Mkt, Cergy, France; [Serce, Halid O.] Bahceehir Univ, Dept Psychol, Istanbul, Turkiye; [Sevincer, A. Timur] Leuphana Univ Luneburg, Inst Substainabil Psychol, Lunenburg, Germany; [Simonetti, Matilde Ellen] Rhein Westfal TH Aachen, Inst Psychol, Aachen, Germany; [Sirota, Miroslav] Univ Essex, Dept Psychol, Colchester, Essex, England; [Sorokowska, Agnieszka; Sorokowski, Piotr] Univ Wroclaw, Inst Psychol, Wroclaw, Poland; [Stephen, Ian D.] Bournemouth Univ, Dept Psychol, Bournemouth, Dorset, England; [Stevens, Laura M.; Colloff, Melissa F.] Univ Birmingham, Sch Psychol, Birmingham, W Midlands, England; [Stewart, Suzanne L. K.] Univ Chester, Div Psychol, Chester, Cheshire, England; [Stieger, Stefan; Willinger, David] Karl Landsteiner Univ Hlth Sci, Dept Psychol & Psychodynam, Krems An Der Donau, Austria; [Studzinska, Anna] Icam Sch Engn, Humanities Dept, Toulouse, France; [Szala, Anna] Polish Acad Sci, Hirszfeld Inst Immunol & Expt Therapy, Dept Anthropol, Wroclaw, Poland; [Szala, Anna] Nicolaus Copernicus Univ, Ctr Language Evolut Studies, Torun, Poland; [Szmalec, Arnaud] Catholic Univ Louvain, Psychol Sci Res Inst, Louvain La Neuve, Belgium; [Sznycer, Daniel] Oklahoma State Univ, Dept Psychol, Stillwater, OK USA; [Szumowska, Ewa] Jagiellonian Univ, Inst Psychol, Krakow, Poland; [Szumowska, Ewa] Univ Maryland, Dept Psychol, College Pk, MD USA; [Soeylemez, Bahadir] Pamukkale Univ, Philosophy, Denizli, Turkiye; [Takashima, Kaito] Kyushu Univ, Grad Sch Human Environm Studies, Fukuoka, Japan; [Tamnes, Christian K.] Univ Oslo, Dept Psychol, Oslo, Norway; [Tang, Chengxiang] Beijing Jiaotong Univ, Sch Econ & Management, Beijing, Peoples R China; [Tejada, Julian] Univ Fed Sergipe, Dept Psychol, Aracaju, Brazil; [Thompson, Benjamin C.; Lewis, Savannah C.] Univ Alabama, Dept Psychol, Tuscaloosa, AL USA; [Torres-Munoz, Vicente] Univ Talca, Res Ctr Cognit Sci, Talca, Chile; [Touloumakos, Anna K.] Pante Univ Social & Polit Sci, Dept Psychol, Athens, Greece; [Tremoliere, Bastien] Univ Quebec Trois Rivieres, Psychol, Trois Rivieres, PQ, Canada; [Tschense, Monika] Leuphana Univ Luneburg, Sch Sustainabil, Inst Sustainabil Psychol, Lunenburg, Germany; [Tuerkan, Belguezar Nilay] Univ Trier, Dept Cognit Psychol, Trier, Germany; [Vadillo, Miguel A.] Autonomous Univ Madrid, Dept Basic Psychol, Madrid, Spain; [Varnum, Michael E. W.; Wormley, Alexandra S.] Arizona State Univ, Dept Psychol, Tempe, AZ USA; [Vaughn, Leigh Ann] Ithaca Coll, Dept Psychol, Ithaca, NY USA; [Verkampt, Fanny] Cote dAzur Univ, LAPCOS, Nice, France; [Villar, Liliana M.] Cent Connecticut State Univ, Dept Psychol Sci, New Britain, CT USA; [Villar, Liliana M.] Southern New Hampshire Univ, Dept Psychol, Manchester, NH USA; [Wallot, Sebastian] Leuphana Univ Luneburg, Inst Sustainabil Psychol, Lunenburg, Germany; [Wang, Lijun] Wuhan Univ Technol, Sch Management, Wuhan, Peoples R China; [Wang, Ke] Univ Virginia, Darden Sch Business, Charlottesville, VA USA; [Williams, Glenn Patrick] Northumbria Univ, Dept Psychol, Fac Hlth & Life Sci, Newcastle Upon Tyne, Tyne & Wear, England; [Wolfe, Kelly] Univ Edinburgh, Sch Philosophy & Language Sci, Dept Psychol, Edinburgh, Midlothian, Scotland; [Wolfe, Kelly] Heriot Watt Univ, Sch Social Sci, Dept Psychol, Ctr Appl Behav Sci, Edinburgh, Midlothian, Scotland; [Wormley, Alexandra S.] Univ Michigan, Dept Psychol, Ann Arbor, MI USA; [Yamada, Yuki] Kyushu Univ, Fac Arts & Sci, Fukuoka, Japan; [Yang, Yunkai] Henan Univ, Inst Psychol & Behav, Kaifeng, Peoples R China; [Zheng, Wang] East China Normal Univ, Sch Psychol & Cognit Sci, Shanghai, Peoples R China; [Zheng, Yueyuan] Hong Kong Univ Sci & Technol, Div Social Sci, Hong Kong, Peoples R China; [Zhou, Chenghao] NYU, Dept Psychol, New York, NY USA; [Coker, Ogeday] Pamukkale Univ, Dept Psychol, Denizli, Turkiye; [Coksan, Sami] Western Univ, Network Econ & Social Trends, London, ON, Canada; [Coksan, Sami] Erzurum Tech Univ, Dept Psychol, Erzurum, Turkiye; [Ozdogru, Asil Ali] Marmara Univ, Dept Psychol, Istanbul, Turkiye; [Ozdogru, Asil Ali] Uskudar Univ, Dept Psychol, Istanbul, Turkiye; [Kasanov, Dauren] Ural Fed Univ, Lab Neurotechnol, Ekaterinburg, Russia; [Arvanitis, Alexios] Univ Crete, Dept Psychol, Rethimnon, Greece; [Brick, Cameron] Univ Amsterdam, Dept Psychol, Amsterdam, Netherlands; [Gallyamova, Albina] Natl Res Univ Higher Sch Econ, Ctr Sociocultural Res, Moscow, Russia; [Koch, Christopher] George Fox Univ, Dept Psychol, Newberg, OR USA; [Ropovik, Ivan] Charles Univ Prague, Fac Educ, Inst Res & Dev Educ, Prague, Czech Republic; [Ropovik, Ivan] Czech Acad Sci, Inst Psychol, Brno, Czech Republic; [Zhang, Yucheng] Univ Southampton, Southampton Business Sch, Southampton, Hants, England; [Zhou, Xingxing] Guangdong Acad Agr Sci, Inst Facil Agr, Guangzhou, Peoples R China; [Suchow, Jordan W.] Stevens Inst Technol, Sch Business, Hoboken, NJ USA en_US
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