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2. The Interplay of Math Anxiety and Math Competence for Later Performance

Author

Weissgerber, Sophia C., Grünberg, Chawwah, Neufeld, Luisa, Steppat, Tobias, and Reinhard, Marc-André

Abstract

Math anxiety's negative effects on performance are well-documented. The interplay of math anxiety and mathematical competence regarding later performance is underexplored. We investigated whether math anxiety's detrimental effects on learning depend on previous mathematical competence. Hypothesizing a moderation effect, we expected that trait math anxiety should affect pupils of higher competence to a greater extent than pupils with lesser competence. Based on 8th graders in secondary school, we found the expected interaction of math anxiety and math competence (represented by previous math grade) predicting performance three months later. The interaction of math anxiety and math competence on later performance remained despite controlling for math self-concept and gender (and previous topic-specific performance). The moderation showed differential slopes for the effects of math competence on later performance depending on trait math anxiety: At lower competence levels, math anxiety played a lesser role than for higher competence levels. Later performance was lowest for more competent pupils with higher math anxiety relative to their peers with similar competence levels but lower math anxiety. Although the data imply directionality, our design cannot imply causality. Nevertheless, one interpretation of the results is in line with the notion of greater performance losses over time for more competent pupils with higher levels of math anxiety: the learning progress may be aggravated for those, who have the prerequisite in ability to advance their performance. The optimal development of math capabilities may be compromised by math anxiety; good math abilities and low math anxiety may both be prerequisites for long-term learning success.

Published
2022
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4. Null and Void? Errors in Meta-Analysis on Perceptual Disfluency and Recommendations to Improve Meta-Analytical Reproducibility

Author

Weissgerber, Sophia C., Brunmair, Matthias, and Rummer, Ralf

Abstract

In the 2018 meta-analysis of "Educational Psychology Review" entitled "Null effects of perceptual disfluency on learning outcomes in a text-based educational context" by Xie, Zhou, and Liu, we identify some errors and inconsistencies in both the methodological approach and the reported results regarding coding and effect sizes. While from a technical point of view the meta-analysis aligns with current meta-analytical guidelines (e.g., PRISMA) and conforms to general meta-analytical requirements (e.g., considering publication bias), it exemplifies certain insufficient practices in the creation and review of meta-analysis. We criticize the lack of transparency and negligence of open-science practices in the generation and reporting of results, which complicate evaluation of the meta-analytical reproducibility, especially given the flexibility in subjective choices regarding the analytical approach and the flexibility in creating the database. Here we present a framework applicable to pre- and post-publication review on improving the "Methods Reproducibility" of meta-analysis. Based on considerations of the transparency and openness (TOP)-guidlines (Nosek et al. Science 348: 1422-1425, 2015), the Reproducibility Enhancement Principles (REP; Stodden et al. Science 354:1240-1241, 2016), and recommendations by Lakens et al. (BMC Psychology 4: Article 24, 2016), we outline "Computational Reproducibility" (Level 1), "Computational Verification" (Level 2), "Analysis Reproducibility" (Level 3), and "Outcome Reproducibility" (Level 4). Applying reproducibility checks to TRANSFER performance as the chosen outcome variable, we found Xie's and colleagues' results to be (rather) robust. Yet, regarding RECALL performance and the moderator analysis, the identified problems raise doubts about the credibility of the reported results. [For the original article, "Null Effects of Perceptual Disfluency on Learning Outcomes in a Text-Based Educational Context: A Meta-Analysis," see EJ1186638.]

Published
2021
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5. Data from the Human Penguin Project, a cross-national dataset testing social thermoregulation principles.

Author

Hu, Chuan-Peng, Yin, Ji-Xing, Lindenberg, Siegwart, Dalğar, İlker, Weissgerber, Sophia C, Vergara, Rodrigo C, Cairo, Athena H, Čolić, Marija V, Dursun, Pinar, Frankowska, Natalia, Hadi, Rhonda, Hall, Calvin J, Hong, Youngki, Joy-Gaba, Jennifer, Lazarević, Dušanka, Lazarević, Ljiljana B, Parzuchowski, Michal, Ratner, Kyle G, Rothman, David, Sim, Samantha, Simão, Cláudia, Song, Mengdi, Stojilović, Darko, Blomster, Johanna K, Brito, Rodrigo, Hennecke, Marie, Jaume-Guazzini, Francisco, Schubert, Thomas W, Schütz, Astrid, Seibt, Beate, Zickfeld, Janis H, and IJzerman, Hans

Subjects
Humans, Body Temperature, Climate, Demography, Body Temperature Regulation, Social Environment, Surveys and Questionnaires
Abstract

In the Human Penguin Project (N = 1755), 15 research groups from 12 countries collected body temperature, demographic variables, social network indices, seven widely-used psychological scales and two newly developed questionnaires (the Social Thermoregulation and Risk Avoidance Questionnaire (STRAQ-1) and the Kama Muta Frequency Scale (KAMF)). They were collected to investigate the relationship between environmental factors (e.g., geographical, climate etc.) and human behaviors, which is a long-standing inquiry in the scientific community. More specifically, the present project was designed to test principles surrounding the idea of social thermoregulation, which posits that social networks help people to regulate their core body temperature. The results showed that all scales in the current project have sufficient to good psychometrical properties. Unlike previous crowdsourced projects, this dataset includes not only the cleaned raw data but also all the validation of questionnaires in 9 different languages, thus providing a valuable resource for psychological scientists who are interested in cross-national, environment-human interaction studies.

Published
2019

6. To which world regions does the valence–dominance model of social perception apply?

Author

Jones, Benedict C., DeBruine, Lisa M., Flake, Jessica K., Liuzza, Marco Tullio, Antfolk, Jan, Arinze, Nwadiogo C., Ndukaihe, Izuchukwu L. G., Bloxsom, Nicholas G., Lewis, Savannah C., Foroni, Francesco, Willis, Megan L., Cubillas, Carmelo P., Vadillo, Miguel A., Turiegano, Enrique, Gilead, Michael, Simchon, Almog, Saribay, S. Adil, Owsley, Nicholas C., Jang, Chaning, Mburu, Georgina, Calvillo, Dustin P., Wlodarczyk, Anna, Qi, Yue, Ariyabuddhiphongs, Kris, Jarukasemthawee, Somboon, Manley, Harry, Suavansri, Panita, Taephant, Nattasuda, Stolier, Ryan M., Evans, Thomas R., Bonick, Judson, Lindemans, Jan W., Ashworth, Logan F., Hahn, Amanda C., Chevallier, Coralie, Kapucu, Aycan, Karaaslan, Aslan, Leongómez, Juan David, Sánchez, Oscar R., Valderrama, Eugenio, Vásquez-Amézquita, Milena, Hajdu, Nandor, Aczel, Balazs, Szecsi, Peter, Andreychik, Michael, Musser, Erica D., Batres, Carlota, Hu, Chuan-Peng, Liu, Qing-Lan, Legate, Nicole, Vaughn, Leigh Ann, Barzykowski, Krystian, Golik, Karolina, Schmid, Irina, Stieger, Stefan, Artner, Richard, Mues, Chiel, Vanpaemel, Wolf, Jiang, Zhongqing, Wu, Qi, Marcu, Gabriela M., Stephen, Ian D., Lu, Jackson G., Philipp, Michael C., Arnal, Jack D., Hehman, Eric, Xie, Sally Y., Chopik, William J., Seehuus, Martin, Azouaghe, Soufian, Belhaj, Abdelkarim, Elouafa, Jamal, Wilson, John P., Kruse, Elliott, Papadatou-Pastou, Marietta, De La Rosa-Gómez, Anabel, Barba-Sánchez, Alan E., González-Santoyo, Isaac, Hsu, Tsuyueh, Kung, Chun-Chia, Wang, Hsiao-Hsin, Freeman, Jonathan B., Oh, Dong Won, Schei, Vidar, Sverdrup, Therese E., Levitan, Carmel A., Cook, Corey L., Chandel, Priyanka, Kujur, Pratibha, Parganiha, Arti, Parveen, Noorshama, Pati, Atanu Kumar, Pradhan, Sraddha, Singh, Margaret M., Pande, Babita, Bavolar, Jozef, Kačmár, Pavol, Zakharov, Ilya, Álvarez-Solas, Sara, Baskin, Ernest, Thirkettle, Martin, Schmidt, Kathleen, Christopherson, Cody D., Leonis, Trinity, Suchow, Jordan W., Olofsson, Jonas K., Jernsäther, Teodor, Lee, Ai-Suan, Beaudry, Jennifer L., Gogan, Taylor D., Oldmeadow, Julian A., Balas, Benjamin, Stevens, Laura M., Colloff, Melissa F., Flowe, Heather D., Gülgöz, Sami, Brandt, Mark J., Hoyer, Karlijn, Jaeger, Bastian, Ren, Dongning, Sleegers, Willem W. A., Wissink, Joeri, Kaminski, Gwenaël, Floerke, Victoria A., Urry, Heather L., Chen, Sau-Chin, Pfuhl, Gerit, Vally, Zahir, Basnight-Brown, Dana M., Jzerman, Hans I., Sarda, Elisa, Neyroud, Lison, Badidi, Touhami, Van der Linden, Nicolas, Tan, Chrystalle B. Y., Kovic, Vanja, Sampaio, Waldir, Ferreira, Paulo, Santos, Diana, Burin, Debora I., Gardiner, Gwendolyn, Protzko, John, Schild, Christoph, Ścigała, Karolina A., Zettler, Ingo, O’Mara Kunz, Erin M., Storage, Daniel, Wagemans, Fieke M. A., Saunders, Blair, Sirota, Miroslav, Sloane, Guyan V., Lima, Tiago J. S., Uittenhove, Kim, Vergauwe, Evie, Jaworska, Katarzyna, Stern, Julia, Ask, Karl, van Zyl, Casper J. J., Körner, Anita, Weissgerber, Sophia C., Boudesseul, Jordane, Ruiz-Dodobara, Fernando, Ritchie, Kay L., Michalak, Nicholas M., Blake, Khandis R., White, David, Gordon-Finlayson, Alasdair R., Anne, Michele, Janssen, Steve M. J., Lee, Kean Mun, Nielsen, Tonje K., Tamnes, Christian K., Zickfeld, Janis H., Rosa, Anna Dalla, Vianello, Michelangelo, Kocsor, Ferenc, Kozma, Luca, Putz, Ádám, Tressoldi, Patrizio, Irrazabal, Natalia, Chatard, Armand, Lins, Samuel, Pinto, Isabel R., Lutz, Johannes, Adamkovic, Matus, Babincak, Peter, Baník, Gabriel, Ropovik, Ivan, Coetzee, Vinet, Dixson, Barnaby J. W., Ribeiro, Gianni, Peters, Kim, Steffens, Niklas K., Tan, Kok Wei, Thorstenson, Christopher A., Fernandez, Ana Maria, Hsu, Rafael M. C. S., Valentova, Jaroslava V., Varella, Marco A. C., Corral-Frías, Nadia S., Frías-Armenta, Martha, Hatami, Javad, Monajem, Arash, Sharifian, MohammadHasan, Frohlich, Brooke, Lin, Hause, Inzlicht, Michael, Alaei, Ravin, Rule, Nicholas O., Lamm, Claus, Pronizius, Ekaterina, Voracek, Martin, Olsen, Jerome, Giolla, Erik Mac, Akgoz, Aysegul, Özdoğru, Asil A., Crawford, Matthew T., Bennett-Day, Brooke, Koehn, Monica A., Okan, Ceylan, Gill, Tripat, Miller, Jeremy K., Dunham, Yarrow, Yang, Xin, Alper, Sinan, Borras-Guevara, Martha Lucia, Cai, Sun Jun, Tiantian, Dong, Danvers, Alexander F., Feinberg, David R., Armstrong, Marie M., Gilboa-Schechtman, Eva, McCarthy, Randy J., Muñoz-Reyes, Jose Antonio, Polo, Pablo, Shiramazu, Victor K. M., Yan, Wen-Jing, Carvalho, Lilian, Forscher, Patrick S., Chartier, Christopher R., and Coles, Nicholas A.

Published
2021
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7. Learning the Hard Way: Need for Cognition Influences Attitudes toward and Self-Reported Use of Desirable Difficulties

Author

Weissgerber, Sophia C., Reinhard, Marc-André, and Schindler, Simon

Abstract

We investigate the relationship between Need for Cognition (NFC), attitude towards and self-reported application of different desirable difficulties in self-regulated learning. Students with a higher NFC should be more appreciative and prone to use desirable difficulties because of a match between the learner's attributes and the learning task requirements: cognitively effortful learning conditions will be preferred by students with a higher propensity for cognitive challenges. Supporting our hypotheses, we show that indeed a higher NFC positively relates to attitudes and use of different desirable difficulties (Study 1-2), especially to self-generating of materials and predictions, but weaker and inconsistently to interleaving/spacing and self-testing/practicing. While self-generating of contents and predictions loaded on one factor, and interleaving/spacing together with self-testing/practicing loaded on another factor, this two-factor structure was reliably obtained for self-reported use, yet for attitudes a one-factor structure did fit. Most importantly though, the observed relationship between NFC and different desirable difficulties could neither be explained by high school graduation grade, indicating academic competence (Study 1), nor by academic self-concept as one's perception of one's academic abilities (Study 2). Results are discussed within an information-processing framework related to implications for desirable difficulties as learning strategies.

Published
2018
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8. Crowdsourcing hypothesis tests:Making transparent how design choices shape research results

Author

Landy, Justin F., Miaolei (Liam) Jia, Isabel, Ding, Domenico, Viganola, Warren, Tierney, Anna, Dreber, Magnus, Johannesson, Thomas, Pfeiffer, Ebersole, Charles R., Gronau, Quentin F., Alexander, Ly, Don van den Bergh, Maarten, Marsman, Eric-Jan, Wagenmakers, Bartels, Daniel M., Bauman, Christopher W., William, Brady, Felix, Cheung, Andrei, Cimpian, Simone, Dohle, Brent Donnellan, M., Adam, Hahn, Michael, Hall, William, Jiménez-Leal, Johnson, David J., Lucas, Richard E., Benoît, Monin, Andres, Montealegre, Elizabeth, Mullen, Jun, Pang, Jennifer, Ray, Reinero, Diego A., Jesse, Reynolds, Walter, Sowden, Daniel, Storage, Runkun, Su, Tworek, Christina M., Van Bavel, Jay J., Daniel, Walco, Julian, Wills, Xiaobing, Xu, Kai Chi Yam, Xiaoyu, Yang, Martin, Schweinsberg, Molly, Urwitz, Matúš, Adamkovič, Ravin, Alaei, Albers, Casper J., Aurélien, Allard, Anderson, Ian A., Andreychik, Michael R., Peter, Babinčák, Baker, Bradley J., Gabriel, Baník, Ernest, Baskin, Jozef, Bavolar, Berkers, Ruud M. W. J., Michał, Białek, Joel, Blanke, Johannes, Breuer, Ambra, Brizi, Brown, Stephanie E. V., Florian, Brühlmann, Hendrik, Bruns, Leigh, Caldwell, Jean-François, Campourcy, Chan, Eugene Y., Yen-Ping, Chang, Cheung, Benjamin Y., Alycia, Chin, Cho, Kit W., Simon, Columbus, Paul, Conway, Corretti, Conrad A., Craig, Adam W., Curran, Paul G., Danvers, Alexander F., Dawson, Ian G. J., Day, Martin V., Erik, Dietl, Doerflinger, Johannes T., Alice, Dominici, Vilius, Dranseika, Edelsbrunner, Peter A., Edlund, John E., Matthew, Fisher, Anna, Fung, Oliver, Genschow, Timo, Gnambs, Goldberg, Matthew H., Lorenz, Graf-Vlachy, Hafenbrack, Andrew C., Sebastian, Hafenbrädl, Andree, Hartanto, Heck, Patrick R., Heffner, Joseph P., Joseph, Hilgard, Felix, Holzmeister, Horchak, Oleksandr V., Huang, Tina S. -T., Joachim, Hüffmeier, Sean, Hughes, Ian, Hussey, Roland, Imhoff, Bastian, Jaeger, Konrad, Jamro, Johnson, Samuel G. B., Andrew, Jones, Lucas, Keller, Olga, Kombeiz, Krueger, Lacy E., Anthony, Lantian, Laplante, Justin P., Lazarevic, Ljiljana B., Jonathan, Leclerc, Nicole, Legate, Leonhardt, James M., Leung, Desmond W., Levitan, Carmel A., Hause, Lin, Qinglan, Liu, Marco Tullio Liuzza, Locke, Kenneth D., Albert L., Ly, Maceacheron, Melanie D., Madan, Christopher R., Harry, Manley, Silvia, Mari, Marcel, Martončik, Mclean, Scott L., Jonathon, Mcphetres, Mercier, Brett G., Corinna, Michels, Mullarkey, Michael C., Musser, Erica D., Ladislas, Nalborczyk, Gustav, Nilsonne, Otis, Nicholas G., Otner, Sarah M. G., Otto, Philipp E., Oscar, Oviedo-Trespalacios, Mariola Paruzel- Czachura, Francesco, Pellegrini, Pereira, Vitor M. D., Hannah, Perfecto, Gerit, Pfuhl, Phillips, Mark H., Ori, Plonsky, Pozzi, Maura, Purić, Danka B., Brett, Raymond-Barker, Redman, David E., Reynolds, Caleb J., Ivan, Ropovik, Lukas, Röseler, Ruessmann, Janna K., Ryan, William H., Nika, Sablaturova, Schuepfer, Kurt J., Astrid, Schütz, Miroslav, Sirota, Matthias, Stefan, Stocks, Eric L., Strosser, Garrett L., Suchow, Jordan W., Anna, Szabelska, Tey, Kian-Siong S., Leonid, Tiokhin, Jais, Troian, Till, Utesch, Alejandro, Vásquez-Echeverría, Leigh Ann Vaughn, Mark, Verschoor, Bettina von Helversen, Pascal, Wallisch, Weissgerber, Sophia C., Wichman, Aaron L., Woike, Jan K., Iris, Žeželj, Zickfeld, Janis H., Yeonsin, Ahn, Blaettchen, Philippe F., Kang, Xi, Yoo Jin Lee, Parker, Philip M., Parker, Paul A., Song, Jamie S., May-Anne, Very, Lynn, Wong, Uhlmann, Eric L., Psychometrics and Statistics, The Crowdsourcing Hypothesis Tests Collaboration [Member of the MPIB: Jan K. Woike], Laboratoire Parisien de Psychologie Sociale (LAPPS), Université Paris Nanterre (UPN)-Université Paris 8 Vincennes-Saint-Denis (UP8), Human Technology Interaction, Psychologische Methodenleer (Psychologie, FMG), Psychology Other Research (FMG), Université Paris 8 Vincennes-Saint-Denis (UP8)-Université Paris Nanterre (UPN), Organizational Psychology, Department of Social Psychology, Landy, J, Jia, M, Ding, I, Viganola, D, Tierney, W, Dreber, A, Johannesson, M, Pfeiffer, T, Ebersole, C, Gronau, Q, Ly, A, van den Bergh, D, Marsman, M, Derks, K, Wagenmakers, E, Proctor, A, Bartels, D, Bauman, C, Brady, W, Cheung, F, Cimpian, A, Dohle, S, Donnellan, M, Hahn, A, Hall, M, Jiménez-Leal, W, Johnson, D, Lucas, R, Monin, B, Montealegre, A, Mullen, E, Pang, J, Ray, J, Reinero, D, Reynolds, J, Sowden, W, Storage, D, Su, R, Tworek, C, Van Bavel, J, Walco, D, Wills, J, Xu, X, Yam, K, Yang, X, Cunningham, W, Schweinsberg, M, Urwitz, M, The Crowdsourcing Hypothesis Tests, C, Uhlmann, E, Mari, S, and Imperial College London

Subjects
Research design, 1ST OFFERS, 1702 Cognitive Sciences, Social Sciences, 050109 social psychology, Ciências Sociais::Psicologia [Domínio/Área Científica], CONCEPTUAL REPLICATIONS, Random Allocation, Empirical research, Crowdsourcing Hypothesis Tests Collaboration, Psychology, research robustness, Psychology(all), General Psychology, ComputingMilieux_MISCELLANEOUS, Marketing, 05 social sciences, SCIENCE, Settore M-PSI/05 - PSICOLOGIA SOCIALE, scientific transparency, Research Design, VDP::Samfunnsvitenskap: 200::Psykologi: 260, [SCCO.PSYC]Cognitive science/Psychology, Crowdsourcing, Cognitive Sciences, crowdsourcing, Cognitive psychology, Adult, replication, Conceptual replications, Social Psychology, Implicit cognition, VDP::Social science: 200::Psychology: 260, Bayesian probability, forecasting, stimulus sampling, INDIVIDUAL-DIFFERENCES, Scientific transparency, Consistency (negotiation), History and Philosophy of Science, Psychology, Multidisciplinary, IMPLICIT, Humans, conceptual replications, crowdsourcing, forecasting, research robustness, scientific transparency, 0501 psychology and cognitive sciences, ATTITUDES, 1505 Marketing, METAANALYSIS, M-PSI/05 - PSICOLOGIA SOCIALE, Statistical hypothesis testing, CONSEQUENCES, business.industry, Crowdsourced testing, SOCIAL-PSYCHOLOGY, M-PSI/03 - PSICOMETRIA, 1701 Psychology, REPLICABILITY, Research robustness, business, Forecasting
Abstract

©American Psychological Association, 2020. This paper is not the copy of record and may not exactly replicate the authoritative document published in the APA journal. Please do not copy or cite without author's permission. The final article is available, upon publication, at: https://doi.apa.org/doi/10.1037/bul0000220 To what extent are research results influenced by subjective decisions that scientists make as they design studies? Fifteen research teams independently designed studies to answer five original research questions related to moral judgments, negotiations, and implicit cognition. Participants from 2 separate large samples (total N 15,000) were then randomly assigned to complete 1 version of each study. Effect sizes varied dramatically across different sets of materials designed to test the same hypothesis: Materials from different teams rendered statistically significant effects in opposite directions for 4 of 5 hypotheses, with the narrowest range in estimates being d = 0.37 to 0.26. Meta-analysis and a Bayesian perspective on the results revealed overall support for 2 hypotheses and a lack of support for 3 hypotheses. Overall, practically none of the variability in effect sizes was attributable to the skill of the research team in designing materials, whereas considerable variability was attributable to the hypothesis being tested. In a forecasting survey, predictions of other scientists were significantly correlated with study results, both across and within hypotheses. Crowdsourced testing of research hypotheses helps reveal the true consistency of empirical support for a scientific claim.

Published
2020
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9. To which world regions does the valence-dominance model of social perception apply?

Author

Jones, Benedict C, DeBruine, Lisa M, Flake, Jessica K, Liuzza, Marco Tullio, Antfolk, Jan, Arinze, Nwadiogo C, Ndukaihe, Izuchukwu L G, Bloxsom, Nicholas G, Lewis, Savannah C, Foroni, Francesco, Willis, Megan L, Cubillas, Carmelo P, Vadillo, Miguel A, Turiegano, Enrique, Gilead, Michael, Simchon, Almog, Saribay, S Adil, Owsley, Nicholas C, Jang, Chaning, Mburu, Georgina, Calvillo, Dustin P, Wlodarczyk, Anna, Qi, Yue, Ariyabuddhiphongs, Kris, Jarukasemthawee, Somboon, Manley, Harry, Suavansri, Panita, Taephant, Nattasuda, Stolier, Ryan M, Evans, Thomas R, Bonick, Judson, Lindemans, Jan W, Ashworth, Logan F, Hahn, Amanda C, Chevallier, Coralie, Kapucu, Aycan, Karaaslan, Aslan, Leongómez, Juan David, Sánchez, Oscar R, Valderrama, Eugenio, Vásquez-Amézquita, Milena, Hajdu, Nandor, Aczel, Balazs, Szecsi, Peter, Andreychik, Michael, Musser, Erica D, Batres, Carlota, Hu, Chuan-Peng, Liu, Qing-Lan, Legate, Nicole, Vaughn, Leigh Ann, Barzykowski, Krystian, Golik, Karolina, Schmid, Irina, Stieger, Stefan, Artner, Richard, Mues, Chiel, Vanpaemel, Wolf, Jiang, Zhongqing, Wu, Qi, Marcu, Gabriela M, Stephen, Ian D, Lu, Jackson G, Philipp, Michael C, Arnal, Jack D, Hehman, Eric, Xie, Sally Y, Chopik, William J, Seehuus, Martin, Azouaghe, Soufian, Belhaj, Abdelkarim, Elouafa, Jamal, Wilson, John P, Kruse, Elliott, Papadatou-Pastou, Marietta, De La Rosa-Gómez, Anabel, Barba-Sánchez, Alan E, González-Santoyo, Isaac, Hsu, Tsuyueh, Kung, Chun-Chia, Wang, Hsiao-Hsin, Freeman, Jonathan B, Oh, Dong Won, Schei, Vidar, Sverdrup, Therese E, Levitan, Carmel A, Cook, Corey L, Chandel, Priyanka, Kujur, Pratibha, Parganiha, Arti, Parveen, Noorshama, Pati, Atanu Kumar, Pradhan, Sraddha, Singh, Margaret M, Pande, Babita, Bavolar, Jozef, Kačmár, Pavol, Zakharov, Ilya, Álvarez-Solas, Sara, Baskin, Ernest, Thirkettle, Martin, Schmidt, Kathleen, Christopherson, Cody D, Leonis, Trinity, Suchow, Jordan W, Olofsson, Jonas K, Jernsäther, Teodor, Lee, Ai-Suan, Beaudry, Jennifer L, Gogan, Taylor D, Oldmeadow, Julian A, Balas, Benjamin, Stevens, Laura M, Colloff, Melissa F, Flowe, Heather D, Gülgöz, Sami, Brandt, Mark J, Hoyer, Karlijn, Jaeger, Bastian, Ren, Dongning, Sleegers, Willem W A, Wissink, Joeri, Kaminski, Gwenaël, Floerke, Victoria A, Urry, Heather L, Chen, Sau-Chin, Pfuhl, Gerit, Vally, Zahir, Basnight-Brown, Dana M, Jzerman, Hans I, Sarda, Elisa, Neyroud, Lison, Badidi, Touhami, Van der Linden, Nicolas, Tan, Chrystalle B Y, Kovic, Vanja, Sampaio, Waldir, Ferreira, Paulo, Santos, Diana, Burin, Debora I, Gardiner, Gwendolyn, Protzko, John, Schild, Christoph, Ścigała, Karolina A, Zettler, Ingo, O'Mara Kunz, Erin M, Storage, Daniel, Wagemans, Fieke M A, Saunders, Blair, Sirota, Miroslav, Sloane, Guyan V, Lima, Tiago J S, Uittenhove, Kim, Vergauwe, Evie, Jaworska, Katarzyna, Stern, Julia, Ask, Karl, van Zyl, Casper J J, Körner, Anita, Weissgerber, Sophia C, Boudesseul, Jordane, Ruiz-Dodobara, Fernando, Ritchie, Kay L, Michalak, Nicholas M, Blake, Khandis R, White, David, Gordon-Finlayson, Alasdair R, Anne, Michele, Janssen, Steve M J, Lee, Kean Mun, Nielsen, Tonje K, Tamnes, Christian K, Zickfeld, Janis H, Rosa, Anna Dalla, Vianello, Michelangelo, Kocsor, Ferenc, Kozma, Luca, Putz, Ádám, Tressoldi, Patrizio, Irrazabal, Natalia, Chatard, Armand, Lins, Samuel, Pinto, Isabel R, Lutz, Johannes, Adamkovic, Matus, Babincak, Peter, Baník, Gabriel, Ropovik, Ivan, Coetzee, Vinet, Dixson, Barnaby J W, Ribeiro, Gianni, Peters, Kim, Steffens, Niklas K, Tan, Kok Wei, Thorstenson, Christopher A, Fernandez, Ana Maria, Hsu, Rafael M C S, Valentova, Jaroslava V, Varella, Marco A C, Corral-Frías, Nadia S, Frías-Armenta, Martha, Hatami, Javad, Monajem, Arash, Sharifian, Mohammad Hasan, Frohlich, Brooke, Lin, Hause, Inzlicht, Michael, Alaei, Ravin, Rule, Nicholas O, Lamm, Claus, Pronizius, Ekaterina, Voracek, Martin, Olsen, Jerome, Mac Giolla, Erik, Akgoz, Aysegul, Özdoğru, Asil A, Crawford, Matthew T, Bennett-Day, Brooke, Koehn, Monica A, Okan, Ceylan, Gill, Tripat, Miller, Jeremy K, Dunham, Yarrow, Yang, Xin, Alper, Sinan, Borras-Guevara, Martha Lucia, Cai, Sun Jun, Tiantian, Dong, Danvers, Alexander F, Feinberg, David R, Armstrong, Marie M, Gilboa-Schechtman, Eva, McCarthy, Randy J, Muñoz-Reyes, Jose Antonio, Polo, Pablo, Shiramazu, Victor K M, Yan, Wen-Jing, Carvalho, Lilian, Forscher, Patrick S, Chartier, Christopher R, Coles, Nicholas A, Jones, Benedict C, DeBruine, Lisa M, Flake, Jessica K, Liuzza, Marco Tullio, Antfolk, Jan, Arinze, Nwadiogo C, Ndukaihe, Izuchukwu L G, Bloxsom, Nicholas G, Lewis, Savannah C, Foroni, Francesco, Willis, Megan L, Cubillas, Carmelo P, Vadillo, Miguel A, Turiegano, Enrique, Gilead, Michael, Simchon, Almog, Saribay, S Adil, Owsley, Nicholas C, Jang, Chaning, Mburu, Georgina, Calvillo, Dustin P, Wlodarczyk, Anna, Qi, Yue, Ariyabuddhiphongs, Kris, Jarukasemthawee, Somboon, Manley, Harry, Suavansri, Panita, Taephant, Nattasuda, Stolier, Ryan M, Evans, Thomas R, Bonick, Judson, Lindemans, Jan W, Ashworth, Logan F, Hahn, Amanda C, Chevallier, Coralie, Kapucu, Aycan, Karaaslan, Aslan, Leongómez, Juan David, Sánchez, Oscar R, Valderrama, Eugenio, Vásquez-Amézquita, Milena, Hajdu, Nandor, Aczel, Balazs, Szecsi, Peter, Andreychik, Michael, Musser, Erica D, Batres, Carlota, Hu, Chuan-Peng, Liu, Qing-Lan, Legate, Nicole, Vaughn, Leigh Ann, Barzykowski, Krystian, Golik, Karolina, Schmid, Irina, Stieger, Stefan, Artner, Richard, Mues, Chiel, Vanpaemel, Wolf, Jiang, Zhongqing, Wu, Qi, Marcu, Gabriela M, Stephen, Ian D, Lu, Jackson G, Philipp, Michael C, Arnal, Jack D, Hehman, Eric, Xie, Sally Y, Chopik, William J, Seehuus, Martin, Azouaghe, Soufian, Belhaj, Abdelkarim, Elouafa, Jamal, Wilson, John P, Kruse, Elliott, Papadatou-Pastou, Marietta, De La Rosa-Gómez, Anabel, Barba-Sánchez, Alan E, González-Santoyo, Isaac, Hsu, Tsuyueh, Kung, Chun-Chia, Wang, Hsiao-Hsin, Freeman, Jonathan B, Oh, Dong Won, Schei, Vidar, Sverdrup, Therese E, Levitan, Carmel A, Cook, Corey L, Chandel, Priyanka, Kujur, Pratibha, Parganiha, Arti, Parveen, Noorshama, Pati, Atanu Kumar, Pradhan, Sraddha, Singh, Margaret M, Pande, Babita, Bavolar, Jozef, Kačmár, Pavol, Zakharov, Ilya, Álvarez-Solas, Sara, Baskin, Ernest, Thirkettle, Martin, Schmidt, Kathleen, Christopherson, Cody D, Leonis, Trinity, Suchow, Jordan W, Olofsson, Jonas K, Jernsäther, Teodor, Lee, Ai-Suan, Beaudry, Jennifer L, Gogan, Taylor D, Oldmeadow, Julian A, Balas, Benjamin, Stevens, Laura M, Colloff, Melissa F, Flowe, Heather D, Gülgöz, Sami, Brandt, Mark J, Hoyer, Karlijn, Jaeger, Bastian, Ren, Dongning, Sleegers, Willem W A, Wissink, Joeri, Kaminski, Gwenaël, Floerke, Victoria A, Urry, Heather L, Chen, Sau-Chin, Pfuhl, Gerit, Vally, Zahir, Basnight-Brown, Dana M, Jzerman, Hans I, Sarda, Elisa, Neyroud, Lison, Badidi, Touhami, Van der Linden, Nicolas, Tan, Chrystalle B Y, Kovic, Vanja, Sampaio, Waldir, Ferreira, Paulo, Santos, Diana, Burin, Debora I, Gardiner, Gwendolyn, Protzko, John, Schild, Christoph, Ścigała, Karolina A, Zettler, Ingo, O'Mara Kunz, Erin M, Storage, Daniel, Wagemans, Fieke M A, Saunders, Blair, Sirota, Miroslav, Sloane, Guyan V, Lima, Tiago J S, Uittenhove, Kim, Vergauwe, Evie, Jaworska, Katarzyna, Stern, Julia, Ask, Karl, van Zyl, Casper J J, Körner, Anita, Weissgerber, Sophia C, Boudesseul, Jordane, Ruiz-Dodobara, Fernando, Ritchie, Kay L, Michalak, Nicholas M, Blake, Khandis R, White, David, Gordon-Finlayson, Alasdair R, Anne, Michele, Janssen, Steve M J, Lee, Kean Mun, Nielsen, Tonje K, Tamnes, Christian K, Zickfeld, Janis H, Rosa, Anna Dalla, Vianello, Michelangelo, Kocsor, Ferenc, Kozma, Luca, Putz, Ádám, Tressoldi, Patrizio, Irrazabal, Natalia, Chatard, Armand, Lins, Samuel, Pinto, Isabel R, Lutz, Johannes, Adamkovic, Matus, Babincak, Peter, Baník, Gabriel, Ropovik, Ivan, Coetzee, Vinet, Dixson, Barnaby J W, Ribeiro, Gianni, Peters, Kim, Steffens, Niklas K, Tan, Kok Wei, Thorstenson, Christopher A, Fernandez, Ana Maria, Hsu, Rafael M C S, Valentova, Jaroslava V, Varella, Marco A C, Corral-Frías, Nadia S, Frías-Armenta, Martha, Hatami, Javad, Monajem, Arash, Sharifian, Mohammad Hasan, Frohlich, Brooke, Lin, Hause, Inzlicht, Michael, Alaei, Ravin, Rule, Nicholas O, Lamm, Claus, Pronizius, Ekaterina, Voracek, Martin, Olsen, Jerome, Mac Giolla, Erik, Akgoz, Aysegul, Özdoğru, Asil A, Crawford, Matthew T, Bennett-Day, Brooke, Koehn, Monica A, Okan, Ceylan, Gill, Tripat, Miller, Jeremy K, Dunham, Yarrow, Yang, Xin, Alper, Sinan, Borras-Guevara, Martha Lucia, Cai, Sun Jun, Tiantian, Dong, Danvers, Alexander F, Feinberg, David R, Armstrong, Marie M, Gilboa-Schechtman, Eva, McCarthy, Randy J, Muñoz-Reyes, Jose Antonio, Polo, Pablo, Shiramazu, Victor K M, Yan, Wen-Jing, Carvalho, Lilian, Forscher, Patrick S, Chartier, Christopher R, and Coles, Nicholas A

Abstract

Over the past 10 years, Oosterhof and Todorov's valence-dominance model has emerged as the most prominent account of how people evaluate faces on social dimensions. In this model, two dimensions (valence and dominance) underpin social judgements of faces. Because this model has primarily been developed and tested in Western regions, it is unclear whether these findings apply to other regions. We addressed this question by replicating Oosterhof and Todorov's methodology across 11 world regions, 41 countries and 11,570 participants. When we used Oosterhof and Todorov's original analysis strategy, the valence-dominance model generalized across regions. When we used an alternative methodology to allow for correlated dimensions, we observed much less generalization. Collectively, these results suggest that, while the valence-dominance model generalizes very well across regions when dimensions are forced to be orthogonal, regional differences are revealed when we use different extraction methods and correlate and rotate the dimension reduction solution. PROTOCOL REGISTRATION: The stage 1 protocol for this Registered Report was accepted in principle on 5 November 2018. The protocol, as accepted by the journal, can be found at https://doi.org/10.6084/m9.figshare.7611443.v1 .

Published
2021
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10. Many Labs 5: Registered Replication of Förster, Liberman, and Kuschel’s (2008) Study 1

Author

IJzerman, Hans, primary, Ropovik, Ivan, additional, Ebersole, Charles R., additional, Tidwell, Natasha D., additional, Markiewicz, Łukasz, additional, de Lima, Tiago Jessé Souza, additional, Wolf, Daniel, additional, Novak, Sarah A., additional, Collins, W. Matthew, additional, Menon, Madhavi, additional, de Souza, Luana Elayne Cunha, additional, Sawicki, Przemysław, additional, Boucher, Leanne, additional, Białek, Michał, additional, Idzikowska, Katarzyna, additional, Razza, Timothy S., additional, Kraus, Sue, additional, Weissgerber, Sophia C., additional, Baník, Gabriel, additional, Kołodziej, Sabina, additional, Babincak, Peter, additional, Schütz, Astrid, additional, Sternglanz, R. Weylin, additional, Gawryluk, Katarzyna, additional, Sullivan, Gavin Brent, additional, and Day, Chris R., additional

Published
2020
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11. Many Labs 5: Testing Pre-Data-Collection Peer Review as an Intervention to Increase Replicability

Author

Ebersole, Charles R., primary, Mathur, Maya B., additional, Baranski, Erica, additional, Bart-Plange, Diane-Jo, additional, Buttrick, Nicholas R., additional, Chartier, Christopher R., additional, Corker, Katherine S., additional, Corley, Martin, additional, Hartshorne, Joshua K., additional, IJzerman, Hans, additional, Lazarević, Ljiljana B., additional, Rabagliati, Hugh, additional, Ropovik, Ivan, additional, Aczel, Balazs, additional, Aeschbach, Lena F., additional, Andrighetto, Luca, additional, Arnal, Jack D., additional, Arrow, Holly, additional, Babincak, Peter, additional, Bakos, Bence E., additional, Baník, Gabriel, additional, Baskin, Ernest, additional, Belopavlović, Radomir, additional, Bernstein, Michael H., additional, Białek, Michał, additional, Bloxsom, Nicholas G., additional, Bodroža, Bojana, additional, Bonfiglio, Diane B. V., additional, Boucher, Leanne, additional, Brühlmann, Florian, additional, Brumbaugh, Claudia C., additional, Casini, Erica, additional, Chen, Yiling, additional, Chiorri, Carlo, additional, Chopik, William J., additional, Christ, Oliver, additional, Ciunci, Antonia M., additional, Claypool, Heather M., additional, Coary, Sean, additional, Čolić, Marija V., additional, Collins, W. Matthew, additional, Curran, Paul G., additional, Day, Chris R., additional, Dering, Benjamin, additional, Dreber, Anna, additional, Edlund, John E., additional, Falcão, Filipe, additional, Fedor, Anna, additional, Feinberg, Lily, additional, Ferguson, Ian R., additional, Ford, Máire, additional, Frank, Michael C., additional, Fryberger, Emily, additional, Garinther, Alexander, additional, Gawryluk, Katarzyna, additional, Ashbaugh, Kayla, additional, Giacomantonio, Mauro, additional, Giessner, Steffen R., additional, Grahe, Jon E., additional, Guadagno, Rosanna E., additional, Hałasa, Ewa, additional, Hancock, Peter J. B., additional, Hilliard, Rias A., additional, Hüffmeier, Joachim, additional, Hughes, Sean, additional, Idzikowska, Katarzyna, additional, Inzlicht, Michael, additional, Jern, Alan, additional, Jiménez-Leal, William, additional, Johannesson, Magnus, additional, Joy-Gaba, Jennifer A., additional, Kauff, Mathias, additional, Kellier, Danielle J., additional, Kessinger, Grecia, additional, Kidwell, Mallory C., additional, Kimbrough, Amanda M., additional, King, Josiah P. J., additional, Kolb, Vanessa S., additional, Kołodziej, Sabina, additional, Kovacs, Marton, additional, Krasuska, Karolina, additional, Kraus, Sue, additional, Krueger, Lacy E., additional, Kuchno, Katarzyna, additional, Lage, Caio Ambrosio, additional, Langford, Eleanor V., additional, Levitan, Carmel A., additional, de Lima, Tiago Jessé Souza, additional, Lin, Hause, additional, Lins, Samuel, additional, Loy, Jia E., additional, Manfredi, Dylan, additional, Markiewicz, Łukasz, additional, Menon, Madhavi, additional, Mercier, Brett, additional, Metzger, Mitchell, additional, Meyet, Venus, additional, Millen, Ailsa E., additional, Miller, Jeremy K., additional, Montealegre, Andres, additional, Moore, Don A., additional, Muda, Rafał, additional, Nave, Gideon, additional, Nichols, Austin Lee, additional, Novak, Sarah A., additional, Nunnally, Christian, additional, Orlić, Ana, additional, Palinkas, Anna, additional, Panno, Angelo, additional, Parks, Kimberly P., additional, Pedović, Ivana, additional, Pękala, Emilian, additional, Penner, Matthew R., additional, Pessers, Sebastiaan, additional, Petrović, Boban, additional, Pfeiffer, Thomas, additional, Pieńkosz, Damian, additional, Preti, Emanuele, additional, Purić, Danka, additional, Ramos, Tiago, additional, Ravid, Jonathan, additional, Razza, Timothy S., additional, Rentzsch, Katrin, additional, Richetin, Juliette, additional, Rife, Sean C., additional, Rosa, Anna Dalla, additional, Rudy, Kaylis Hase, additional, Salamon, Janos, additional, Saunders, Blair, additional, Sawicki, Przemysław, additional, Schmidt, Kathleen, additional, Schuepfer, Kurt, additional, Schultze, Thomas, additional, Schulz-Hardt, Stefan, additional, Schütz, Astrid, additional, Shabazian, Ani N., additional, Shubella, Rachel L., additional, Siegel, Adam, additional, Silva, Rúben, additional, Sioma, Barbara, additional, Skorb, Lauren, additional, de Souza, Luana Elayne Cunha, additional, Steegen, Sara, additional, Stein, L. A. R., additional, Sternglanz, R. Weylin, additional, Stojilović, Darko, additional, Storage, Daniel, additional, Sullivan, Gavin Brent, additional, Szaszi, Barnabas, additional, Szecsi, Peter, additional, Szöke, Orsolya, additional, Szuts, Attila, additional, Thomae, Manuela, additional, Tidwell, Natasha D., additional, Tocco, Carly, additional, Torka, Ann-Kathrin, additional, Tuerlinckx, Francis, additional, Vanpaemel, Wolf, additional, Vaughn, Leigh Ann, additional, Vianello, Michelangelo, additional, Viganola, Domenico, additional, Vlachou, Maria, additional, Walker, Ryan J., additional, Weissgerber, Sophia C., additional, Wichman, Aaron L., additional, Wiggins, Bradford J., additional, Wolf, Daniel, additional, Wood, Michael J., additional, Zealley, David, additional, Žeželj, Iris, additional, Zrubka, Mark, additional, and Nosek, Brian A., additional

Published
2020
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12. IJzerman_Ropovik_Fig_S1 – Supplemental material for Many Labs 5: Registered Replication of Förster, Liberman, and Kuschel’s (2008) Study 1

Author

IJzerman, Hans, Ropovik, Ivan, Ebersole, Charles R., Tidwell, Natasha D., Łukasz Markiewicz, Lima, Tiago Jessé Souza De, Wolf, Daniel, Novak, Sarah A., W. Matthew Collins, Menon, Madhavi, Souza, Luana Elayne Cunha De, Przemysław Sawicki, Boucher, Leanne, Michał Białek, Idzikowska, Katarzyna, Razza, Timothy S., Kraus, Sue, Weissgerber, Sophia C., Baník, Gabriel, Kołodziej, Sabina, Babincak, Peter, Schütz, Astrid, R. Weylin Sternglanz, Gawryluk, Katarzyna, Sullivan, Gavin Brent, and Day, Chris R.

Subjects
FOS: Psychology, FOS: Clinical medicine, 170199 Psychology not elsewhere classified, 110319 Psychiatry (incl. Psychotherapy)
Abstract

Supplemental material, IJzerman_Ropovik_Fig_S1 for Many Labs 5: Registered Replication of Förster, Liberman, and Kuschel’s (2008) Study 1 by Hans IJzerman, Ivan Ropovik, Charles R. Ebersole, Natasha D. Tidwell, Łukasz Markiewicz, Tiago Jessé Souza de Lima, Daniel Wolf, Sarah A. Novak, W. Matthew Collins, Madhavi Menon, Luana Elayne Cunha de Souza, Przemysław Sawicki, Leanne Boucher, Michał Białek, Katarzyna Idzikowska, Timothy S. Razza, Sue Kraus, Sophia C. Weissgerber, Gabriel Baník, Sabina Kołodziej, Peter Babincak, Astrid Schütz, R. Weylin Sternglanz, Katarzyna Gawryluk, Gavin Brent Sullivan and Chris R. Day in Advances in Methods and Practices in Psychological Science

Published
2020
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13. ML5_Overview_Open_Practices_Disclosure_Rev – Supplemental material for Many Labs 5: Testing Pre-Data-Collection Peer Review as an Intervention to Increase Replicability

Author

Ebersole, Charles R., Mathur, Maya B., Baranski, Erica, Diane-Jo Bart-Plange, Buttrick, Nicholas R., Chartier, Christopher R., Corker, Katherine S., Corley, Martin, Hartshorne, Joshua K., IJzerman, Hans, Lazarević, Ljiljana B., Rabagliati, Hugh, Ropovik, Ivan, Balazs Aczel, Aeschbach, Lena F., Andrighetto, Luca, Arnal, Jack D., Arrow, Holly, Babincak, Peter, Bakos, Bence E., Baník, Gabriel, Baskin, Ernest, Belopavlović, Radomir, Bernstein, Michael H., Michał Białek, Bloxsom, Nicholas G., Bodroža, Bojana, Bonfiglio, Diane B. V., Boucher, Leanne, Brühlmann, Florian, Brumbaugh, Claudia C., Casini, Erica, Yiling Chen, Chiorri, Carlo, Chopik, William J., Christ, Oliver, Ciunci, Antonia M., Claypool, Heather M., Coary, Sean, Čolić, Marija V., W. Matthew Collins, Curran, Paul G., Day, Chris R., Dering, Benjamin, Dreber, Anna, Edlund, John E., Falcão, Filipe, Fedor, Anna, Feinberg, Lily, Ferguson, Ian R., Ford, Máire, Frank, Michael C., Fryberger, Emily, Garinther, Alexander, Gawryluk, Katarzyna, Ashbaugh, Kayla, Giacomantonio, Mauro, Giessner, Steffen R., Grahe, Jon E., Guadagno, Rosanna E., Hałasa, Ewa, Hancock, Peter J. B., Rias A. Hilliard, Hüffmeier, Joachim, Hughes, Sean, Idzikowska, Katarzyna, Inzlicht, Michael, Jern, Alan, Jiménez-Leal, William, Johannesson, Magnus, Joy-Gaba, Jennifer A., Kauff, Mathias, Kellier, Danielle J., Grecia Kessinger, Kidwell, Mallory C., Kimbrough, Amanda M., King, Josiah P. J., Kolb, Vanessa S., Kołodziej, Sabina, Marton Kovacs, Krasuska, Karolina, Kraus, Sue, Krueger, Lacy E., Kuchno, Katarzyna, Lage, Caio Ambrosio, Langford, Eleanor V., Levitan, Carmel A., Lima, Tiago Jessé Souza De, Hause Lin, Lins, Samuel, Loy, Jia E., Manfredi, Dylan, Łukasz Markiewicz, Menon, Madhavi, Mercier, Brett, Metzger, Mitchell, Meyet, Venus, Millen, Ailsa E., Miller, Jeremy K., Montealegre, Andres, Moore, Don A., Rafał Muda, Nave, Gideon, Nichols, Austin Lee, Novak, Sarah A., Nunnally, Christian, Orlić, Ana, Palinkas, Anna, Panno, Angelo, Parks, Kimberly P., Pedović, Ivana, Pękala, Emilian, Penner, Matthew R., Pessers, Sebastiaan, Petrović, Boban, Pfeiffer, Thomas, Pieńkosz, Damian, Preti, Emanuele, Purić, Danka, Ramos, Tiago, Ravid, Jonathan, Razza, Timothy S., Rentzsch, Katrin, Richetin, Juliette, Rife, Sean C., Rosa, Anna Dalla, Kaylis Hase Rudy, Janos Salamon, Saunders, Blair, Przemysław Sawicki, Schmidt, Kathleen, Schuepfer, Kurt, Schultze, Thomas, Schulz-Hardt, Stefan, Schütz, Astrid, Shabazian, Ani N., Shubella, Rachel L., Siegel, Adam, Rúben Silva, Sioma, Barbara, Skorb, Lauren, Souza, Luana Elayne Cunha De, Steegen, Sara, L. A. R. Stein, R. Weylin Sternglanz, Stojilović, Darko, Storage, Daniel, Sullivan, Gavin Brent, Szaszi, Barnabas, Szecsi, Peter, Szöke, Orsolya, Szuts, Attila, Thomae, Manuela, Tidwell, Natasha D., Tocco, Carly, Ann-Kathrin Torka, Tuerlinckx, Francis, Vanpaemel, Wolf, Vaughn, Leigh Ann, Vianello, Michelangelo, Viganola, Domenico, Vlachou, Maria, Walker, Ryan J., Weissgerber, Sophia C., Wichman, Aaron L., Wiggins, Bradford J., Wolf, Daniel, Wood, Michael J., Zealley, David, Žeželj, Iris, Zrubka, Mark, and Nosek, Brian A.

Subjects
FOS: Psychology, FOS: Clinical medicine, 170199 Psychology not elsewhere classified, 110319 Psychiatry (incl. Psychotherapy)
Abstract

Supplemental material, ML5_Overview_Open_Practices_Disclosure_Rev for Many Labs 5: Testing Pre-Data-Collection Peer Review as an Intervention to Increase Replicability by Charles R. Ebersole, Maya B. Mathur, Erica Baranski, Diane-Jo Bart-Plange, Nicholas R. Buttrick, Christopher R. Chartier, Katherine S. Corker, Martin Corley, Joshua K. Hartshorne, Hans IJzerman, Ljiljana B. Lazarević, Hugh Rabagliati, Ivan Ropovik, Balazs Aczel, Lena F. Aeschbach, Luca Andrighetto, Jack D. Arnal, Holly Arrow, Peter Babincak, Bence E. Bakos, Gabriel Baník, Ernest Baskin, Radomir Belopavlović, Michael H. Bernstein, Michał Białek, Nicholas G. Bloxsom, Bojana Bodroža, Diane B. V. Bonfiglio, Leanne Boucher, Florian Brühlmann, Claudia C. Brumbaugh, Erica Casini, Yiling Chen, Carlo Chiorri, William J. Chopik, Oliver Christ, Antonia M. Ciunci, Heather M. Claypool, Sean Coary, Marija V. Čolić, W. Matthew Collins, Paul G. Curran, Chris R. Day, Benjamin Dering, Anna Dreber, John E. Edlund, Filipe Falcão, Anna Fedor, Lily Feinberg, Ian R. Ferguson, Máire Ford, Michael C. Frank, Emily Fryberger, Alexander Garinther, Katarzyna Gawryluk, Kayla Ashbaugh, Mauro Giacomantonio, Steffen R. Giessner, Jon E. Grahe, Rosanna E. Guadagno, Ewa Hałasa, Peter J. B. Hancock, Rias A. Hilliard, Joachim Hüffmeier, Sean Hughes, Katarzyna Idzikowska, Michael Inzlicht, Alan Jern, William Jiménez-Leal, Magnus Johannesson, Jennifer A. Joy-Gaba, Mathias Kauff, Danielle J. Kellier, Grecia Kessinger, Mallory C. Kidwell, Amanda M. Kimbrough, Josiah P. J. King, Vanessa S. Kolb, Sabina Kołodziej, Marton Kovacs, Karolina Krasuska, Sue Kraus, Lacy E. Krueger, Katarzyna Kuchno, Caio Ambrosio Lage, Eleanor V. Langford, Carmel A. Levitan, Tiago Jessé Souza de Lima, Hause Lin, Samuel Lins, Jia E. Loy, Dylan Manfredi, Łukasz Markiewicz, Madhavi Menon, Brett Mercier, Mitchell Metzger, Venus Meyet, Ailsa E. Millen, Jeremy K. Miller, Andres Montealegre, Don A. Moore, Rafał Muda, Gideon Nave, Austin Lee Nichols, Sarah A. Novak, Christian Nunnally, Ana Orlić, Anna Palinkas, Angelo Panno, Kimberly P. Parks, Ivana Pedović, Emilian Pękala, Matthew R. Penner, Sebastiaan Pessers, Boban Petrović, Thomas Pfeiffer, Damian Pieńkosz, Emanuele Preti, Danka Purić, Tiago Ramos, Jonathan Ravid, Timothy S. Razza, Katrin Rentzsch, Juliette Richetin, Sean C. Rife, Anna Dalla Rosa, Kaylis Hase Rudy, Janos Salamon, Blair Saunders, Przemysław Sawicki, Kathleen Schmidt, Kurt Schuepfer, Thomas Schultze, Stefan Schulz-Hardt, Astrid Schütz, Ani N. Shabazian, Rachel L. Shubella, Adam Siegel, Rúben Silva, Barbara Sioma, Lauren Skorb, Luana Elayne Cunha de Souza, Sara Steegen, L. A. R. Stein, R. Weylin Sternglanz, Darko Stojilović, Daniel Storage, Gavin Brent Sullivan, Barnabas Szaszi, Peter Szecsi, Orsolya Szöke, Attila Szuts, Manuela Thomae, Natasha D. Tidwell, Carly Tocco, Ann-Kathrin Torka, Francis Tuerlinckx, Wolf Vanpaemel, Leigh Ann Vaughn, Michelangelo Vianello, Domenico Viganola, Maria Vlachou, Ryan J. Walker, Sophia C. Weissgerber, Aaron L. Wichman, Bradford J. Wiggins, Daniel Wolf, Michael J. Wood, David Zealley, Iris Žeželj, Mark Zrubka and Brian A. Nosek in Advances in Methods and Practices in Psychological Science

Published
2020
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14. Crowdsourcing hypothesis tests: Making transparent how design choices shape research results

Author

Landy, Justin F., (Liam) Jia, Miaolei, Ding, Isabel, Viganola, Domenico, Tierney, Warren, Dreber, Anna, Johannesson, Magnu, Pfeiffer, Thoma, Ebersole, Charles R., Gronau, Quentin F., Ly, Alexander, van den Bergh, Don, Marsman, Maarten, Wagenmakers, Eric-Jan, Bartels, Daniel M., Bauman, Christopher W., Brady, William, Cheung, Felix, Cimpian, Andrei, Dohle, Simone, Brent Donnellan, M., Hahn, Adam, Hall, Michael, Jiménez-Leal, William, Johnson, David J., Lucas, Richard E., Monin, Benoît, Montealegre, Andre, Mullen, Elizabeth, Pang, Jun, Ray, Jennifer, Reinero, Diego A., Reynolds, Jesse, Sowden, Walter, Storage, Daniel, Su, Runkun, Tworek, Christina M., Van Bavel, Jay J., Walco, Daniel, Wills, Julian, Xu, Xiaobing, Chi Yam, Kai, Yang, Xiaoyu, Schweinsberg, Martin, Urwitz, Molly, Adamkovič, Matúš, Alaei, Ravin, Albers, Casper J., Allard, Aurélien, Anderson, Ian A., Andreychik, Michael R., Babinčák, Peter, Baker, Bradley J., Baník, Gabriel, Baskin, Ernest, Bavolar, Jozef, Berkers, Ruud M. W. J., Białek, Michał, Blanke, Joel, Breuer, Johanne, Brizi, Ambra, Brown, Stephanie E. V., Brühlmann, Florian, Bruns, Hendrik, Caldwell, Leigh, Campourcy, Jean-Françoi, Chan, Eugene Y., Chang, Yen-Ping, Cheung, Benjamin Y., Chin, Alycia, Cho, Kit W., Columbus, Simon, Conway, Paul, Corretti, Conrad A., Craig, Adam W., Curran, Paul G., Danvers, Alexander F., Dawson, Ian G. J., Day, Martin V., Dietl, Erik, Doerflinger, Johannes T., Dominici, Alice, Dranseika, Viliu, Edelsbrunner, Peter A., Edlund, John E., Fisher, Matthew, Fung, Anna, Genschow, Oliver, Gnambs, Timo, Goldberg, Matthew H., Graf-Vlachy, Lorenz, Hafenbrack, Andrew C., Hafenbrädl, Sebastian, Hartanto, Andree, Heck, Patrick R., Heffner, Joseph P., Hilgard, Joseph, Holzmeister, Felix, Horchak, Oleksandr V., Huang, Tina S. -T., Hüffmeier, Joachim, Hughes, Sean, Hussey, Ian, Imhoff, Roland, Jaeger, Bastian, Jamro, Konrad, Johnson, Samuel G. B., Jones, Andrew, Keller, Luca, Kombeiz, Olga, Krueger, Lacy E., Lantian, Anthony, Laplante, Justin P., Lazarevic, Ljiljana B., Leclerc, Jonathan, Legate, Nicole, Leonhardt, James M., Leung, Desmond W., Levitan, Carmel A., Lin, Hause, Liu, Qinglan, Tullio Liuzza, Marco, Locke, Kenneth D., Ly, Albert L., MacEacheron, Melanie D., Madan, Christopher R., Manley, Harry, Mari, Silvia, Martončik, Marcel, McLean, Scott L., McPhetres, Jonathon, Mercier, Brett G., Michels, Corinna, Mullarkey, Michael C., Musser, Erica D., Nalborczyk, Ladisla, Nilsonne, Gustav, Otis, Nicholas G., Otner, Sarah M. G., Otto, Philipp E., Oviedo-Trespalacios, Oscar, Paruzel- Czachura, Mariola, Pellegrini, Francesco, Pereira, Vitor M. D., Perfecto, Hannah, Pfuhl, Gerit, Phillips, Mark H., Plonsky, Ori, Pozzi, Maura, Purić, Danka B., Raymond-Barker, Brett, Redman, David E., Reynolds, Caleb J., Ropovik, Ivan, Röseler, Luka, Ruessmann, Janna K., Ryan, William H., Sablaturova, Nika, Schuepfer, Kurt J., Schütz, Astrid, Sirota, Miroslav, Stefan, Matthia, Stocks, Eric L., Strosser, Garrett L., Suchow, Jordan W., Szabelska, Anna, Tey, Kian-Siong S., Tiokhin, Leonid, Troian, Jai, Utesch, Till, Vásquez-Echeverría, Alejandro, Ann Vaughn, Leigh, Verschoor, Mark, von Helversen, Bettina, Wallisch, Pascal, Weissgerber, Sophia C., Wichman, Aaron L., Woike, Jan K., Žeželj, Iri, Zickfeld, Janis H., Ahn, Yeonsin, Blaettchen, Philippe F., Kang, Xi, Jin Lee, Yoo, Parker, Philip M., Parker, Paul A., Song, Jamie S., Very, May-Anne, Wong, Lynn, Uhlmann, Eric L., Maura Pozzi (ORCID:0000-0003-2849-9344), Landy, Justin F., (Liam) Jia, Miaolei, Ding, Isabel, Viganola, Domenico, Tierney, Warren, Dreber, Anna, Johannesson, Magnu, Pfeiffer, Thoma, Ebersole, Charles R., Gronau, Quentin F., Ly, Alexander, van den Bergh, Don, Marsman, Maarten, Wagenmakers, Eric-Jan, Bartels, Daniel M., Bauman, Christopher W., Brady, William, Cheung, Felix, Cimpian, Andrei, Dohle, Simone, Brent Donnellan, M., Hahn, Adam, Hall, Michael, Jiménez-Leal, William, Johnson, David J., Lucas, Richard E., Monin, Benoît, Montealegre, Andre, Mullen, Elizabeth, Pang, Jun, Ray, Jennifer, Reinero, Diego A., Reynolds, Jesse, Sowden, Walter, Storage, Daniel, Su, Runkun, Tworek, Christina M., Van Bavel, Jay J., Walco, Daniel, Wills, Julian, Xu, Xiaobing, Chi Yam, Kai, Yang, Xiaoyu, Schweinsberg, Martin, Urwitz, Molly, Adamkovič, Matúš, Alaei, Ravin, Albers, Casper J., Allard, Aurélien, Anderson, Ian A., Andreychik, Michael R., Babinčák, Peter, Baker, Bradley J., Baník, Gabriel, Baskin, Ernest, Bavolar, Jozef, Berkers, Ruud M. W. J., Białek, Michał, Blanke, Joel, Breuer, Johanne, Brizi, Ambra, Brown, Stephanie E. V., Brühlmann, Florian, Bruns, Hendrik, Caldwell, Leigh, Campourcy, Jean-Françoi, Chan, Eugene Y., Chang, Yen-Ping, Cheung, Benjamin Y., Chin, Alycia, Cho, Kit W., Columbus, Simon, Conway, Paul, Corretti, Conrad A., Craig, Adam W., Curran, Paul G., Danvers, Alexander F., Dawson, Ian G. J., Day, Martin V., Dietl, Erik, Doerflinger, Johannes T., Dominici, Alice, Dranseika, Viliu, Edelsbrunner, Peter A., Edlund, John E., Fisher, Matthew, Fung, Anna, Genschow, Oliver, Gnambs, Timo, Goldberg, Matthew H., Graf-Vlachy, Lorenz, Hafenbrack, Andrew C., Hafenbrädl, Sebastian, Hartanto, Andree, Heck, Patrick R., Heffner, Joseph P., Hilgard, Joseph, Holzmeister, Felix, Horchak, Oleksandr V., Huang, Tina S. -T., Hüffmeier, Joachim, Hughes, Sean, Hussey, Ian, Imhoff, Roland, Jaeger, Bastian, Jamro, Konrad, Johnson, Samuel G. B., Jones, Andrew, Keller, Luca, Kombeiz, Olga, Krueger, Lacy E., Lantian, Anthony, Laplante, Justin P., Lazarevic, Ljiljana B., Leclerc, Jonathan, Legate, Nicole, Leonhardt, James M., Leung, Desmond W., Levitan, Carmel A., Lin, Hause, Liu, Qinglan, Tullio Liuzza, Marco, Locke, Kenneth D., Ly, Albert L., MacEacheron, Melanie D., Madan, Christopher R., Manley, Harry, Mari, Silvia, Martončik, Marcel, McLean, Scott L., McPhetres, Jonathon, Mercier, Brett G., Michels, Corinna, Mullarkey, Michael C., Musser, Erica D., Nalborczyk, Ladisla, Nilsonne, Gustav, Otis, Nicholas G., Otner, Sarah M. G., Otto, Philipp E., Oviedo-Trespalacios, Oscar, Paruzel- Czachura, Mariola, Pellegrini, Francesco, Pereira, Vitor M. D., Perfecto, Hannah, Pfuhl, Gerit, Phillips, Mark H., Plonsky, Ori, Pozzi, Maura, Purić, Danka B., Raymond-Barker, Brett, Redman, David E., Reynolds, Caleb J., Ropovik, Ivan, Röseler, Luka, Ruessmann, Janna K., Ryan, William H., Sablaturova, Nika, Schuepfer, Kurt J., Schütz, Astrid, Sirota, Miroslav, Stefan, Matthia, Stocks, Eric L., Strosser, Garrett L., Suchow, Jordan W., Szabelska, Anna, Tey, Kian-Siong S., Tiokhin, Leonid, Troian, Jai, Utesch, Till, Vásquez-Echeverría, Alejandro, Ann Vaughn, Leigh, Verschoor, Mark, von Helversen, Bettina, Wallisch, Pascal, Weissgerber, Sophia C., Wichman, Aaron L., Woike, Jan K., Žeželj, Iri, Zickfeld, Janis H., Ahn, Yeonsin, Blaettchen, Philippe F., Kang, Xi, Jin Lee, Yoo, Parker, Philip M., Parker, Paul A., Song, Jamie S., Very, May-Anne, Wong, Lynn, Uhlmann, Eric L., and Maura Pozzi (ORCID:0000-0003-2849-9344)

Abstract

To what extent are the results of research investigations influenced by subjective decisions that scientists make as they design studies? Fifteen research teams independently designed studies to answer five original research questions related to moral judgments, negotiations, and implicit cognition. Participants from two separate, large samples (total N > 15,000) were then randomly assigned to complete one version of each study. Effect sizes varied dramatically across different sets of materials designed to test the same hypothesis: materials from different teams rendered significant effects in opposite directions for four out of five hypotheses, with the narrowest range in estimates being d = -0.37 to 0.26. Meta-analysis indicated a lack of overall support for two original hypotheses, mixed support for one hypothesis, and significant support for two hypotheses. Overall, none of the variability in effect sizes was attributable to the skill of the research team in designing materials, while some variability was attributable to the hypothesis being tested. In a forecasting survey, predictions of other scientists were strongly correlated with study results, and average predictions were similar to observed outcomes. Crowdsourced testing of research hypotheses helps reveal the true consistency of empirical support for a scientific claim.

Published
2020

15. Registered Replication Report: A Large Multilab Cross-Cultural Conceptual Replication of Turri et al. (2015)

Author

Hall, Braeden, Schmidt, Kathleen, Wagge, Jordan, Lewis, Savannah C., Weissgerber, Sophia C., Kiunke, Felix, Pfuhl, Gerit, Stieger, Stefan, Tran, Ulrich S., Barzykowski, Krystian, Bogatyreva, Natalia, Kowal, Marta, Massar, KarlIJn, Pernerstofer, Felizitas, Sorokowski, Piotr, Voracek, Martin, Chartier, Christopher R., Brandt, Mark J., Grahe, Jon E., Özdoğru, Asil A., Andreychik, Michael R., Chen, Sau-Chin, Evans, Thomas R., Hautekiet, Caro, IJzerman, Hans, Kačmár, Pavol, Krafnick, Anthony J., Musser, Erica D., Vergauwe, Evie, Werner, Kaitlyn M., Aczel, Balazs, Arriaga, Patrícia, Batres, Carlota, Beaudry, Jennifer L., Cova, Florian, Ďurbisová, Simona, Cramblet Alvarez, Leslie D., Feldman, Gilad, Godbersen, Hendrik, Gottfried, Jaroslav, Haeffel, Gerald J., Hartanto, Andree, Isloi, Chris, McFall, Joseph P., Milyavskaya, Marina, Moreau, David, Nosáľová, Ester, Papaioannou, Kostas, Ruiz-Fernandez, Susana, Schrötter, Jana, Storage, Daniel, Vezirian, Kevin, Volz, Leonhard, Weisberg, Yanna J., Xiao, Qinyu, Awlia, Dana, Branit, Hannah W., Dunn, Megan R., Groyecka-Bernard, Agata, Haneda, Ricky, Kielinska, Julita, Kolle, Caroline, Lubomski, Paweł, Miller, Alexys M., Mækelæ, Martin J., Pantazi, Mytro, Ribeiro, Rafael R., Ross, Robert M., Sorokowska, Agnieszka, Aberson, Christopher L., Vassiliou, Xanthippi Alexi, Baker, Bradley J., Bognar, Miklos, Cong, Chin Wen, Danvers, Alex F., Davis, William E., Dranseika, Vilius, Dumbravă, Andrei, Farmer, Harry, Field, Andy P., Forscher, Patrick S., Graton, Aurélien, Hajdu, Nandor, Howlett, Peter A., Kabut, Radosław, Larsen, Emmett M., Lee, Sean T. H., Legate, Nicole, Levitan, Carmel A., Levy, Neil, Lu, Jackson G., Misiak, Michał, Morariu, Roxana E., Novak, Jennifer, Pronizius, Ekaterina, Prusova, Irina, Rathnayake, Athulya S., Romanova, Marina O., Röer, Jan P., Sampaio, Waldir M., Schild, Christoph, Schulte-Mecklenbeck, Michael, Stephen, Ian D., Szecsi, Peter, Takacs, Elizabeth, Teeter, Julia N., Thiele-Evans, Elian H., Valeiro-Paterlini, Julia, Vilares, Iris, Villafana, Louise, Wang, Ke, Wu, Raymond, Álvarez-Solas, Sara, Moshontz, Hannah, and Buchanan, Erin M.

Abstract

According to the justified true belief (JTB) account of knowledge, people can truly know something only if they have a belief that is both justified and true (i.e., knowledge is JTB). This account was challenged by Gettier, who argued that JTB does not explain knowledge attributions in certain situations, later called “Gettier-type cases,” wherein protagonists are justified in believing something to be true, but their belief was correct only because of luck. Laypeople may not attribute knowledge to protagonists with justified but only luckily true beliefs. Although some research has found evidence for these so-called Gettier intuitions, Turri et al. found no evidence that participants attributed knowledge in a counterfeit-object Gettier-type case differently than in a matched case of JTB. In a large-scale, cross-cultural conceptual replication of Turri and colleagues’ Experiment 1 (N= 4,724) using a within-participants design and three vignettes across 19 geopolitical regions, we did find evidence for Gettier intuitions; participants were 1.86 times more likely to attribute knowledge to protagonists in standard cases of JTB than to protagonists in Gettier-type cases. These results suggest that Gettier intuitions may be detectable across different scenarios and cultural contexts. However, the size of the Gettier intuition effect did vary by vignette, and the Turri et al. vignette produced the smallest effect, which was similar in size to that observed in the original study. Differences across vignettes suggest that epistemic intuitions may also depend on contextual factors unrelated to the criteria of knowledge, such as the characteristics of the protagonist being evaluated.

Published
2024
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17. The Human Penguin Project: Climate, Social Integration, and Core Body Temperature

Author

IJzerman, Hans, Lindenberg, Siegwart, Dalgar, Ilker, Weissgerber, Sophia C., Vergara, Rodrigo C., Cairo, Athena H., Colić, Marija V., Dursun, Pinar, Frankowska, Natalia, Hadi, Rhonda, Hall, Calvin J., Hong, Youngki, Hu, Chuan-Peng, Joy-Gaba, Jennifer, Lazarević, Dušanka, Lazarević, Ljiljana, Parzuchowski, Michal, Ratner, Kyle G., Rothman, David, Sim, Samantha, Simao, Claudia, Song, Mengdi, Stojilović, Darko, Blomster, Johanna K., Brito, Rodrigo, Hennecke, Marie, Jaume-Guazzini, Francisco, Schubert, Thomas W., Schuetz, Astrid, Seibt, Beate, Zickfeld, Janis H., IJzerman, Hans, Lindenberg, Siegwart, Dalgar, Ilker, Weissgerber, Sophia C., Vergara, Rodrigo C., Cairo, Athena H., Colić, Marija V., Dursun, Pinar, Frankowska, Natalia, Hadi, Rhonda, Hall, Calvin J., Hong, Youngki, Hu, Chuan-Peng, Joy-Gaba, Jennifer, Lazarević, Dušanka, Lazarević, Ljiljana, Parzuchowski, Michal, Ratner, Kyle G., Rothman, David, Sim, Samantha, Simao, Claudia, Song, Mengdi, Stojilović, Darko, Blomster, Johanna K., Brito, Rodrigo, Hennecke, Marie, Jaume-Guazzini, Francisco, Schubert, Thomas W., Schuetz, Astrid, Seibt, Beate, and Zickfeld, Janis H.

Abstract

Social thermoregulation theory posits that modern human relationships are pleisiomorphically organized around body temperature regulation. In two studies (N = 1755) designed to test the principles from this theory, we used supervised machine learning to identify social and non-social factors that relate to core body temperature. This data-driven analysis found that complex social integration (CSI), defined as the number of high-contact roles one engages in, is a critical predictor of core body temperature. We further used a cross-validation approach to show that colder climates relate to higher levels of CSI, which in turn relates to higher CBT (when climates get colder). These results suggest that despite modern affordances for regulating body temperature, people still rely on social warmth to buffer their bodies against the cold.

Published
2018

20. Does distance from the equator predict self-control? Lessons from the Human Penguin Project

Author

IJzerman, Hans, Colić, Marija V., Hennecke, Marie, Hong, Youngki, Hu, Chuan-Peng, Joy-Gaba, Jennifer, Lazarević, Dušanka, Lazarević, Ljiljana, Parzuchowski, Michal, Ratner, Kyle G., Schubert, Thomas W., Schuetz, Astrid, Stojilović, Darko, Weissgerber, Sophia C., Zickfeld, Janis H., Lindenberg, Siegwart, IJzerman, Hans, Colić, Marija V., Hennecke, Marie, Hong, Youngki, Hu, Chuan-Peng, Joy-Gaba, Jennifer, Lazarević, Dušanka, Lazarević, Ljiljana, Parzuchowski, Michal, Ratner, Kyle G., Schubert, Thomas W., Schuetz, Astrid, Stojilović, Darko, Weissgerber, Sophia C., Zickfeld, Janis H., and Lindenberg, Siegwart

Abstract

We comment on the proposition "that lower temperatures and especially greater seasonal variation in temperature call for individuals and societies to adopt ... a greater degree of self-control" (Van Lange et al., sect. 3, para. 4) for which we cannot find empirical support in a large data set with data-driven analyses. After providing greater nuance in our theoretical review, we suggest that Van Lange et al. revisit their model with an eye toward the social determinants of self-control.

Published
2017

22. STUDY HARDER? THE RELATIONSHIP OF ACHIEVEMENT GOALS TO ATTITUDES AND SELF-REPORTED USE OF DESIRABLE DIFFICULTIES IN SELF-REGULATED LEARNING.

Author

Weissgerber, Sophia C., Reinhard, Marc-André, and Schindler, Simon

Subjects
*MOTIVATION (Psychology), *ACHIEVEMENT motivation, *AUTODIDACTICISM, *ATTITUDE (Psychology), *STUDENTS
Abstract

We examined whether achievement goal motivations differentially relate to students' attitudes and self-reported use of desirable difficulties in personal learning. We argue that different achievement goals correspond with different levels of mental engagement, inclination to elaborate on learning content, and invested effort. We hypothesized that cognitively effortful and long-term oriented learning strategies will be preferred by students with higher intrinsic motivation for deeper processing and less avoidance of necessary effort, and by those aiming for long-term skill acquisition rather than performance objectives. In line with these new predictions, students with higher mastery goal orientation reported positive attitudes and more application of desirable difficulties. By contrast, students with avoidance goal motivations were less favorable and indicated less usage; performance approach goals were unrelated. When considering all achievement motivations simultaneously as predictors, as expected, only mastery goals remained significant. This new finding was robust despite testing against an alternative, conceptually related construct: regardless of controlling for intrinsic cognitive motivation (need for cognition), mastery goal orientation still predicted attitudes and self-reported use of desirable difficulties. Implications for (self-regulated) learning processes are discussed. [ABSTRACT FROM AUTHOR]

Published
2016

23. To which world regions does the valence–dominance model of social perception apply?

Author

Jones, Benedict C., DeBruine, Lisa M., Flake, Jessica K., Liuzza, Marco Tullio, Antfolk, Jan, Arinze, Nwadiogo C., Ndukaihe, Izuchukwu L. G., Bloxsom, Nicholas G., Lewis, Savannah C., Foroni, Francesco, Willis, Megan L., Cubillas, Carmelo P., Vadillo, Miguel A., Turiegano, Enrique, Gilead, Michael, Simchon, Almog, Saribay, S. Adil, Owsley, Nicholas C., Jang, Chaning, Mburu, Georgina, Calvillo, Dustin P., Wlodarczyk, Anna, Qi, Yue, Ariyabuddhiphongs, Kris, Jarukasemthawee, Somboon, Manley, Harry, Suavansri, Panita, Taephant, Nattasuda, Stolier, Ryan M., Evans, Thomas R., Bonick, Judson, Lindemans, Jan W., Ashworth, Logan F., Hahn, Amanda C., Chevallier, Coralie, Kapucu, Aycan, Karaaslan, Aslan, Leongómez, Juan David, Sánchez, Oscar R., Valderrama, Eugenio, Vásquez-Amézquita, Milena, Hajdu, Nandor, Aczel, Balazs, Szecsi, Peter, Andreychik, Michael, Musser, Erica D., Batres, Carlota, Hu, Chuan-Peng, Liu, Qing-Lan, Legate, Nicole, Vaughn, Leigh Ann, Barzykowski, Krystian, Golik, Karolina, Schmid, Irina, Stieger, Stefan, Artner, Richard, Mues, Chiel, Vanpaemel, Wolf, Jiang, Zhongqing, Wu, Qi, Marcu, Gabriela M., Stephen, Ian D., Lu, Jackson G., Philipp, Michael C., Arnal, Jack D., Hehman, Eric, Xie, Sally Y., Chopik, William J., Seehuus, Martin, Azouaghe, Soufian, Belhaj, Abdelkarim, Elouafa, Jamal, Wilson, John P., Kruse, Elliott, Papadatou-Pastou, Marietta, De La Rosa-Gómez, Anabel, Barba-Sánchez, Alan E., González-Santoyo, Isaac, Hsu, Tsuyueh, Kung, Chun-Chia, Wang, Hsiao-Hsin, Freeman, Jonathan B., Oh, Dong Won, Schei, Vidar, Sverdrup, Therese E., Levitan, Carmel A., Cook, Corey L., Chandel, Priyanka, Kujur, Pratibha, Parganiha, Arti, Parveen, Noorshama, Pati, Atanu Kumar, Pradhan, Sraddha, Singh, Margaret M., Pande, Babita, Bavolar, Jozef, Kačmár, Pavol, Zakharov, Ilya, Álvarez-Solas, Sara, Baskin, Ernest, Thirkettle, Martin, Schmidt, Kathleen, Christopherson, Cody D., Leonis, Trinity, Suchow, Jordan W., Olofsson, Jonas K., Jernsäther, Teodor, Lee, Ai-Suan, Beaudry, Jennifer L., Gogan, Taylor D., Oldmeadow, Julian A., Balas, Benjamin, Stevens, Laura M., Colloff, Melissa F., Flowe, Heather D., Gülgöz, Sami, Brandt, Mark J., Hoyer, Karlijn, Jaeger, Bastian, Ren, Dongning, Sleegers, Willem W. A., Wissink, Joeri, Kaminski, Gwenaël, Floerke, Victoria A., Urry, Heather L., Chen, Sau-Chin, Pfuhl, Gerit, Vally, Zahir, Basnight-Brown, Dana M., Jzerman, Hans I., Sarda, Elisa, Neyroud, Lison, Badidi, Touhami, Van der Linden, Nicolas, Tan, Chrystalle B. Y., Kovic, Vanja, Sampaio, Waldir, Ferreira, Paulo, Santos, Diana, Burin, Debora I., Gardiner, Gwendolyn, Protzko, John, Schild, Christoph, Ścigała, Karolina A., Zettler, Ingo, O’Mara Kunz, Erin M., Storage, Daniel, Wagemans, Fieke M. A., Saunders, Blair, Sirota, Miroslav, Sloane, Guyan V., Lima, Tiago J. S., Uittenhove, Kim, Vergauwe, Evie, Jaworska, Katarzyna, Stern, Julia, Ask, Karl, van Zyl, Casper J. J., Körner, Anita, Weissgerber, Sophia C., Boudesseul, Jordane, Ruiz-Dodobara, Fernando, Ritchie, Kay, Michalak, Nicholas M., Blake, Khandis R., White, David, Gordon-Finlayson, Alasdair R., Anne, Michele, Janssen, Steve M. J., Lee, Kean Mun, Nielsen, Tonje K., Tamnes, Christian K., Zickfeld, Janis H., Rosa, Anna Dalla, Vianello, Michelangelo, Kocsor, Ferenc, Kozma, Luca, Putz, Ádám, Tressoldi, Patrizio, Irrazabal, Natalia, Chatard, Armand, Lins, Samuel, Pinto, Isabel R., Lutz, Johannes, Adamkovic, Matus, Babincak, Peter, Baník, Gabriel, Ropovik, Ivan, Coetzee, Vinet, Dixson, Barnaby J. W., Ribeiro, Gianni, Peters, Kim, Steffens, Niklas K., Tan, Kok Wei, Thorstenson, Christopher A., Fernandez, Ana Maria, Hsu, Rafael M. C. S., Valentova, Jaroslava V., Varella, Marco A. C., Corral-Frías, Nadia S., Frías-Armenta, Martha, Hatami, Javad, Monajem, Arash, Sharifian, MohammadHasan, Frohlich, Brooke, Lin, Hause, Inzlicht, Michael, Alaei, Ravin, Rule, Nicholas O., Lamm, Claus, Pronizius, Ekaterina, Voracek, Martin, Olsen, Jerome, Giolla, Erik Mac, Akgoz, Aysegul, Özdoğru, Asil A., Crawford, Matthew T., Bennett-Day, Brooke, Koehn, Monica A., Okan, Ceylan, Gill, Tripat, Miller, Jeremy K., Dunham, Yarrow, Yang, Xin, Alper, Sinan, Borras-Guevara, Martha Lucia, Cai, Sun Jun, Tiantian, Dong, Danvers, Alexander F., Feinberg, David R., Armstrong, Marie M., Gilboa-Schechtman, Eva, McCarthy, Randy J., Muñoz-Reyes, Jose Antonio, Polo, Pablo, Shiramazu, Victor K. M., Yan, Wen-Jing, Carvalho, Lilian, Forscher, Patrick S., Chartier, Christopher R., Coles, Nicholas A., Jones, Benedict C., DeBruine, Lisa M., Flake, Jessica K., Liuzza, Marco Tullio, Antfolk, Jan, Arinze, Nwadiogo C., Ndukaihe, Izuchukwu L. G., Bloxsom, Nicholas G., Lewis, Savannah C., Foroni, Francesco, Willis, Megan L., Cubillas, Carmelo P., Vadillo, Miguel A., Turiegano, Enrique, Gilead, Michael, Simchon, Almog, Saribay, S. Adil, Owsley, Nicholas C., Jang, Chaning, Mburu, Georgina, Calvillo, Dustin P., Wlodarczyk, Anna, Qi, Yue, Ariyabuddhiphongs, Kris, Jarukasemthawee, Somboon, Manley, Harry, Suavansri, Panita, Taephant, Nattasuda, Stolier, Ryan M., Evans, Thomas R., Bonick, Judson, Lindemans, Jan W., Ashworth, Logan F., Hahn, Amanda C., Chevallier, Coralie, Kapucu, Aycan, Karaaslan, Aslan, Leongómez, Juan David, Sánchez, Oscar R., Valderrama, Eugenio, Vásquez-Amézquita, Milena, Hajdu, Nandor, Aczel, Balazs, Szecsi, Peter, Andreychik, Michael, Musser, Erica D., Batres, Carlota, Hu, Chuan-Peng, Liu, Qing-Lan, Legate, Nicole, Vaughn, Leigh Ann, Barzykowski, Krystian, Golik, Karolina, Schmid, Irina, Stieger, Stefan, Artner, Richard, Mues, Chiel, Vanpaemel, Wolf, Jiang, Zhongqing, Wu, Qi, Marcu, Gabriela M., Stephen, Ian D., Lu, Jackson G., Philipp, Michael C., Arnal, Jack D., Hehman, Eric, Xie, Sally Y., Chopik, William J., Seehuus, Martin, Azouaghe, Soufian, Belhaj, Abdelkarim, Elouafa, Jamal, Wilson, John P., Kruse, Elliott, Papadatou-Pastou, Marietta, De La Rosa-Gómez, Anabel, Barba-Sánchez, Alan E., González-Santoyo, Isaac, Hsu, Tsuyueh, Kung, Chun-Chia, Wang, Hsiao-Hsin, Freeman, Jonathan B., Oh, Dong Won, Schei, Vidar, Sverdrup, Therese E., Levitan, Carmel A., Cook, Corey L., Chandel, Priyanka, Kujur, Pratibha, Parganiha, Arti, Parveen, Noorshama, Pati, Atanu Kumar, Pradhan, Sraddha, Singh, Margaret M., Pande, Babita, Bavolar, Jozef, Kačmár, Pavol, Zakharov, Ilya, Álvarez-Solas, Sara, Baskin, Ernest, Thirkettle, Martin, Schmidt, Kathleen, Christopherson, Cody D., Leonis, Trinity, Suchow, Jordan W., Olofsson, Jonas K., Jernsäther, Teodor, Lee, Ai-Suan, Beaudry, Jennifer L., Gogan, Taylor D., Oldmeadow, Julian A., Balas, Benjamin, Stevens, Laura M., Colloff, Melissa F., Flowe, Heather D., Gülgöz, Sami, Brandt, Mark J., Hoyer, Karlijn, Jaeger, Bastian, Ren, Dongning, Sleegers, Willem W. 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Abstract

Over the past 10 years, Oosterhof and Todorov’s valence–dominance model has emerged as the most prominent account of how people evaluate faces on social dimensions. In this model, two dimensions (valence and dominance) underpin social judgements of faces. Because this model has primarily been developed and tested in Western regions, it is unclear whether these findings apply to other regions. We addressed this question by replicating Oosterhof and Todorov’s methodology across 11 world regions, 41 countries and 11,570 participants. When we used Oosterhof and Todorov’s original analysis strategy, the valence–dominance model generalized across regions. When we used an alternative methodology to allow for correlated dimensions, we observed much less generalization. Collectively, these results suggest that, while the valence–dominance model generalizes very well across regions when dimensions are forced to be orthogonal, regional differences are revealed when we use different extraction methods and correlate and rotate the dimension reduction solution.

24. Does distance from the equator predict self-control? Lessons from the Human Penguin Project.

Author

IJzerman H, Čolić MV, Hennecke M, Hong Y, Hu CP, Joy-Gaba J, Lazarević D, Lazarević LB, Parzuchowski M, Ratner KG, Schubert T, Schütz A, Stojilović D, Weissgerber SC, Zickfeld J, and Lindenberg S

Subjects
Animals, Climate, Humans, Spheniscidae, Violence, Aggression, Self-Control
Abstract

We comment on the proposition "that lower temperatures and especially greater seasonal variation in temperature call for individuals and societies to adopt … a greater degree of self-control" (Van Lange et al., sect. 3, para. 4) for which we cannot find empirical support in a large data set with data-driven analyses. After providing greater nuance in our theoretical review, we suggest that Van Lange et al. revisit their model with an eye toward the social determinants of self-control.

Published
2017
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