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2. Development of a text message-based headache diary in adolescents and children

Author

Danielle J Kellier, Blanca Marquez de Prado, Dana Haagen, Philip Grabner, Nichelle R Raj, Lara Lechtenberg, Gerardo Velasquez, Jesse Y Hsu, John T Farrar, Andrew D Hershey, and Christina L Szperka

Subjects
Text Messaging, Adolescent, Migraine Disorders, Headache, Humans, Prospective Studies, Neurology (clinical), General Medicine, Child, Medical Records
Abstract

Background International guidelines recommend diaries in migraine trials for prospective collection of headache symptoms. Studies in other patient populations suggest higher adherence with electronic diaries instead of pen-and-paper. This study examines the feasibility of a text message-based (texting) diary for children and adolescents with headache. Methods This is a secondary analysis of data from a study validating a pediatric scale of treatment expectancy. We developed a Health Insurance Portability and Accountability Act-compliant texting diary collecting headache characteristics, medication use, and disability with 3–5 core daily questions for 4 or 12 weeks depending on headache treatment. Adherence was incentivized. Results 93 participants consented to the expectancy study. Five participants opted for a paper diary for follow-up. 88 participants chose the texting diary with 28 4-week and 60 12-week participants. Five participants did not complete the enrollment visit. Of those remaining 83, 89% of 4-week and 93% of 12-week participants responded on at least 80% of days. On average, participants fully completed 88% (4-week cohort) and 90% (12-week) of diary entries. Conclusions Text messages are a promising method for collecting patient-reported data. Adherence was similar to that reported for paper diaries in other pediatric migraine trials, but time-stamped entries ensure real-time data collection.

Published
2022
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3. Limited evidence of test-retest reliability in infant-directed speech preference in a large pre-registered infant sample

Author

Melanie Steffi Schreiner, Martin Zettersten, Christina Bergmann, Michael C. Frank, Tom Fritzsche, Nayeli Gonzalez-Gomez, Kiley Hamlin, Natalia Kartushina, Danielle J. Kellier, Nivedita Mani, Julien Mayor, Jenny Saffran, Mohinish Shukla, Priya Silverstein, Melanie Soderstrom, and Matthias Lippold

Abstract

Test-retest reliability — establishing that measurements remain consistent across multiple testing sessions — is critical to measuring, understanding, and predicting individual differences in infant language development. However, previous attempts to establish measurement reliability in infant speech perception tasks are limited, and reliability of frequently-used infant measures is largely unknown. The current study investigated the test-retest reliability of infants’ preference for infant-directed speech (hereafter, IDS) over adult-directed speech (hereafter, ADS) in a large sample (N=158) in the context of the ManyBabies1 collaborative research project (hereafter, MB1; Frank et al., 2017; ManyBabies Consortium, 2020). Labs of the original MB1 study were asked to bring in participating infants for a second appointment retesting infants on their IDS preference. This approach allows us to estimate test-retest reliability across three different methods used to investigate preferential listening in infancy: the head-turn preference procedure, central fixation, and eye-tracking. Overall, we find no consistent evidence of test-retest reliability in measures of infants’ speech preference (overall r = .09, 95% CI [-.06,.25]). While increasing the number of trials that infants needed to contribute for inclusion in the analysis revealed a numeric growth in test-retest reliability, it also considerably reduced the study’s effective sample size. Therefore, future research on infant development should take into account that not all experimental measures may be appropriate for assessing individual differences between infants.

Published
2022
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4. Many Labs 5: Testing Pre-Data-Collection Peer Review as an Intervention to Increase Replicability

Author

Lena F. Aeschbach, Balazs Aczel, Maria Vlachou, Blair Saunders, Jennifer A. Joy-Gaba, Ailsa E. Millen, Christopher R. Chartier, Danielle J. Kellier, Carlo Chiorri, Damian Pieńkosz, Tiago Jessé Souza de Lima, Sean Hughes, Carmel A. Levitan, Luca Andrighetto, Mallory C. Kidwell, Domenico Viganola, Sebastiaan Pessers, Sue Kraus, Claudia Chloe Brumbaugh, John E. Edlund, Ernest Baskin, Anna Fedor, Brett Mercier, Michał J. Białek, Sean Coary, Antonia M. Ciunci, Bence E. Bakos, Jon Grahe, Sabina Kołodziej, Radomir Belopavlović, Emilian Pękala, William J. Chopik, Rosanna E. Guadagno, Don A. Moore, Florian Brühlmann, Gideon Nave, Katarzyna Idzikowska, Rachel L. Shubella, Ryan J. Walker, Orsolya Szöke, Mathias Kauff, Ana Orlić, Sara Steegen, Hans IJzerman, Katarzyna Kuchno, Mitchell M. Metzger, Heather M. Claypool, Michael J. Wood, Samuel Lincoln Bezerra Lins, Michael C. Frank, Benjamin Dering, Iris Žeželj, Erica Baranski, Sophia C. Weissgerber, Timothy Razza, Leanne Boucher, Magnus Johannesson, R. Weylin Sternglanz, Yiling Chen, Maya B. Mathur, Christian Nunnally, Jonathan Ravid, Charles R. Ebersole, Lauren Skorb, Kurt Schuepfer, Łukasz Markiewicz, Thomas Schultze, Katherine S. Corker, Thomas Pfeiffer, Darko Stojilović, Oliver Christ, Kayla Ashbaugh, Alan Jern, Caio Ambrosio Lage, Filipe Falcão, Austin Lee Nichols, Peter Babincak, Mauro Giacomantonio, Sean C. Rife, Rafał Muda, Lacy E. Krueger, Jeremy K. Miller, Juliette Richetin, Martin Corley, Venus Meyet, W. Matthew Collins, Luana Elayne Cunha de Souza, Lynda A. R. Stein, Christopher Day, Erica Casini, Astrid Schütz, Ann-Kathrin Torka, Anna Dreber, Diane-Jo Bart-Plange, Steffen R. Giessner, Holly Arrow, Przemysław Sawicki, Joachim Hüffmeier, Ian R. Ferguson, Anna Dalla Rosa, Natasha Tidwell, Hause Lin, Matthew R. Penner, Boban Petrović, Bojana Bodroža, Janos Salamon, Josiah P. J. King, Mark Zrubka, Diane B. V. Bonfiglio, Stefan Schulz-Hardt, Emily Fryberger, Gabriel Baník, David Zealley, Amanda M. Kimbrough, Ewa Hałasa, William Jiménez-Leal, Angelo Panno, Karolina Krasuska, Michael Inzlicht, Jack Arnal, Madhavi Menon, Jia E. Loy, Vanessa S. Kolb, Nicholas G. Bloxsom, Michael H. Bernstein, Máire B. Ford, Grecia Kessinger, Marija V. Čolić, Wolf Vanpaemel, Barnabas Szaszi, Carly tocco, Nick Buttrick, Emanuele Preti, Andres Montealegre, Brian A. Nosek, Katarzyna Gawryluk, Kaylis Hase Rudy, Leigh Ann Vaughn, Anna Palinkas, Rúben Silva, Daniel Wolf, Sarah A. Novak, Aaron L. Wichman, Manuela Thomae, Adam Siegel, Ivana Pedović, Eleanor V. Langford, Kathleen Schmidt, Daniel Storage, Attila Szuts, Ljiljana B. Lazarević, Paul G. Curran, Rias A. Hilliard, Alexander Garinther, Joshua K. Hartshorne, Ani N. Shabazian, Tiago Ramos, Peter Szecsi, Hugh Rabagliati, Kimberly P. Parks, Lily Feinberg, Dylan Manfredi, Ivan Ropovik, Katrin Rentzsch, Michelangelo Vianello, Barbara Sioma, Marton Kovacs, Francis Tuerlinckx, Peter J. B. Hancock, Bradford J. Wiggins, Gavin Brent Sullivan, Danka Purić, Laboratoire Inter-universitaire de Psychologie : Personnalité, Cognition, Changement Social (LIP-PC2S), Université Pierre Mendès France - Grenoble 2 (UPMF)-Université Savoie Mont Blanc (USMB [Université de Savoie] [Université de Chambéry]), Department of Organisation and Personnel Management, Human Resource Excellence, Ebersole, C, Mathur, M, Baranski, E, Bart-Plange, D, Buttrick, N, Chartier, C, Corker, K, Corley, M, Hartshorne, J, Ijzerman, H, Lazarević, L, Rabagliati, H, Ropovik, I, Aczel, B, Aeschbach, L, Andrighetto, L, Arnal, J, Arrow, H, Babincak, P, Bakos, B, Baník, G, Baskin, E, Belopavlović, R, Bernstein, M, Białek, M, Bloxsom, N, Bodroža, B, Bonfiglio, D, Boucher, L, Brühlmann, F, Brumbaugh, C, Casini, E, Chen, Y, Chiorri, C, Chopik, W, Christ, O, Ciunci, A, Claypool, H, Coary, S, Čolić, M, Collins, W, Curran, P, Day, C, Dering, B, Dreber, A, Edlund, J, Falcão, F, Fedor, A, Feinberg, L, Ferguson, I, Ford, M, Frank, M, Fryberger, E, Garinther, A, Gawryluk, K, Ashbaugh, K, Giacomantonio, M, Giessner, S, Grahe, J, Guadagno, R, Hałasa, E, Hancock, P, Hilliard, R, Hüffmeier, J, Hughes, S, Idzikowska, K, Inzlicht, M, Jern, A, Jiménez-Leal, W, Johannesson, M, Joy-Gaba, J, Kauff, M, Kellier, D, Kessinger, G, Kidwell, M, Kimbrough, A, King, J, Kolb, V, Kołodziej, S, Kovacs, M, Krasuska, K, Kraus, S, Krueger, L, Kuchno, K, Lage, C, Langford, E, Levitan, C, de Lima, T, Lin, H, Lins, S, Loy, J, Manfredi, D, Markiewicz, Ł, Menon, M, Mercier, B, Metzger, M, Meyet, V, Millen, A, Miller, J, Montealegre, A, Moore, D, Muda, R, Nave, G, Nichols, A, Novak, S, Nunnally, C, Orlić, A, Palinkas, A, Panno, A, Parks, K, Pedović, I, Pękala, E, Penner, M, Pessers, S, Petrović, B, Pfeiffer, T, Pieńkosz, D, Preti, E, Purić, D, Ramos, T, Ravid, J, Razza, T, Rentzsch, K, Richetin, J, Rife, S, Rosa, A, Rudy, K, Salamon, J, Saunders, B, Sawicki, P, Schmidt, K, Schuepfer, K, Schultze, T, Schulz-Hardt, S, Schütz, A, Shabazian, A, Shubella, R, Siegel, A, Silva, R, Sioma, B, Skorb, L, de Souza, L, Steegen, S, Stein, L, Sternglanz, R, Stojilović, D, Storage, D, Sullivan, G, Szaszi, B, Szecsi, P, Szöke, O, Szuts, A, Thomae, M, Tidwell, N, Tocco, C, Torka, A, Tuerlinckx, F, Vanpaemel, W, Vaughn, L, Vianello, M, Viganola, D, Vlachou, M, Walker, R, Weissgerber, S, Wichman, A, Wiggins, B, Wolf, D, Wood, M, Zealley, D, Žeželj, I, Zrubka, M, Nosek, B, and Faculdade de Psicologia e de Ciências da Educação

Subjects
replication, metascience, Registered Reports, biology, media_common.quotation_subject, Curran, 05 social sciences, [SHS.PSY]Humanities and Social Sciences/Psychology, open data, Art history, 050109 social psychology, Art, biology.organism_classification, preregistered, 050105 experimental psychology, Attila, [STAT.ML]Statistics [stat]/Machine Learning [stat.ML], 0501 psychology and cognitive sciences, reproducibility, [STAT.ME]Statistics [stat]/Methodology [stat.ME], General Psychology, media_common
Abstract

Additional co-authors: Ivan Ropovik, Balazs Aczel, Lena F. Aeschbach, Luca Andrighetto, Jack D. Arnal, Holly Arrow, Peter Babincak, Bence E. Bakos, Gabriel Banik, Ernest Baskin, Radomir Belopavlovic, Michael H. Bernstein, Michal Bialek, Nicholas G. Bloxsom, Bojana Bodroža, Diane B. V. Bonfiglio, Leanne Boucher, Florian Bruhlmann, Claudia C. Brumbaugh, Erica Casini, Yiling Chen, Carlo Chiorri, William J. Chopik, Oliver Christ, Antonia M. Ciunci, Heather M. Claypool, Sean Coary, Marija V. Cˇolic, W. Matthew Collins, Paul G. Curran, Chris R. Day, Anna Dreber, John E. Edlund, Filipe Falcao, Anna Fedor, Lily Feinberg, Ian R. Ferguson, Maire Ford, Michael C. Frank, Emily Fryberger, Alexander Garinther, Katarzyna Gawryluk, Kayla Ashbaugh, Mauro Giacomantonio, Steffen R. Giessner, Jon E. Grahe, Rosanna E. Guadagno, Ewa Halasa, Rias A. Hilliard, Joachim Huffmeier, Sean Hughes, Katarzyna Idzikowska, Michael Inzlicht, Alan Jern, William Jimenez-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 Kolodziej, Marton Kovacs, Karolina Krasuska, Sue Kraus, Lacy E. Krueger, Katarzyna Kuchno, Caio Ambrosio Lage, Eleanor V. Langford, Carmel A. Levitan, Tiago Jesse Souza de Lima, Hause Lin, Samuel Lins, Jia E. Loy, Dylan Manfredi, Łukasz Markiewicz, Madhavi Menon, Brett Mercier, Mitchell Metzger, Venus Meyet, Jeremy K. Miller, Andres Montealegre, Don A. Moore, Rafal Muda, Gideon Nave, Austin Lee Nichols, Sarah A. Novak, Christian Nunnally, Ana Orlic, Anna Palinkas, Angelo Panno, Kimberly P. Parks, Ivana Pedovic, Emilian Pekala, Matthew R. Penner, Sebastiaan Pessers, Boban Petrovic, Thomas Pfeiffer, Damian Pienkosz, Emanuele Preti, Danka Puric, Tiago Ramos, Jonathan Ravid, Timothy S. Razza, Katrin Rentzsch, Juliette Richetin, Sean C. Rife, Anna Dalla Rosa, Kaylis Hase Rudy, Janos Salamon, Blair Saunders, Przemyslaw Sawicki, Kathleen Schmidt, Kurt Schuepfer, Thomas Schultze, Stefan Schulz-Hardt, Astrid Schutz, Ani N. Shabazian, Rachel L. Shubella, Adam Siegel, Ruben Silva, Barbara Sioma, Lauren Skorb, Luana Elayne Cunha de Souza, Sara Steegen, L. A. R. Stein, R. Weylin Sternglanz, Darko Stojilovic, Daniel Storage, Gavin Brent Sullivan, Barnabas Szaszi, Peter Szecsi, Orsolya Szoke, 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

Published
2020
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5. Many labs 5: registered multisite replication of the tempting-fate effects in risen and gilovich (2008)

Author

Kimberly P. Parks, Janos Salamon, Eleanor V. Langford, Dylan Manfredi, Wolf Vanpaemel, David Zealley, Antonia M. Ciunci, Francis Tuerlinckx, Sara Steegen, Grecia Kessinger, Barnabas Szaszi, Christian Nunnally, Kayla Ashbaugh, Maya B. Mathur, Charles R. Ebersole, Bradford J. Wiggins, Rachel L. Shubella, Sebastiaan Pessers, Filipe Falcão, Michael H. Bernstein, Kaylis Hase Rudy, Diane-Jo Bart-Plange, Lynda A. R. Stein, Anna Palinkas, Tiago Ramos, Peter Szecsi, Marton Kovacs, Rúben Silva, Caio Ambrosio Lage, Rias A. Hilliard, Mark Zrubka, Gideon Nave, Samuel Lincoln Bezerra Lins, Michael C. Frank, Alan Jern, Maria Vlachou, Vanessa S. Kolb, Don A. Moore, Venus Meyet, Balazs Aczel, Danielle J. Kellier, and Faculdade de Psicologia e de Ciências da Educação

Subjects
Open data, Psychology, General Psychology, Replication (computing), Magical thinking, Cognitive psychology
Abstract

Risen and Gilovich (2008) found that subjects believed that “tempting fate” would be punished with ironic bad outcomes (a main effect), and that this effect was magnified when subjects were under cognitive load (an interaction). A previous replication study (Frank & Mathur, 2016) that used an online implementation of the protocol on Amazon Mechanical Turk failed to replicate both the main effect and the interaction. Before this replication was run, the authors of the original study expressed concern that the cognitive-load manipulation may be less effective when implemented online than when implemented in the lab and that subjects recruited online may also respond differently to the specific experimental scenario chosen for the replication. A later, large replication project, Many Labs 2 (Klein et al. 2018), replicated the main effect (though the effect size was smaller than in the original study), but the interaction was not assessed. Attempting to replicate the interaction while addressing the original authors’ concerns regarding the protocol for the first replication study, we developed a new protocol in collaboration with the original authors. We used four university sites ( N = 754) chosen for similarity to the site of the original study to conduct a high-powered, preregistered replication focused primarily on the interaction effect. Results from these sites did not support the interaction or the main effect and were comparable to results obtained at six additional universities that were less similar to the original site. Post hoc analyses did not provide strong evidence for statistical inconsistency between the original study’s estimates and our estimates; that is, the original study’s results would not have been extremely unlikely in the estimated distribution of population effects in our sites. We also collected data from a new Mechanical Turk sample under the first replication study’s protocol, and results were not meaningfully different from those obtained with the new protocol at universities similar to the original site. Secondary analyses failed to support proposed substantive mechanisms for the failure to replicate.

Published
2020

6. Quantifying sources of variability in infancy research using the Infant-Directed-Speech preference

Author

ManyBabies Consortium, T, Frank, M, Jane Alcock, K, Arias-Trejo, N, Aschersleben, G, Baldwin, D, Barbu, S, Bergelson, E, Bergmann, C, Black, A, Blything, R, Böhland, M, Bolitho, P, Borovsky, A, Brady, S, Braun, B, Brown, A, Byers-Heinlein, K, Campbell, L, Cashon, C, Choi, M, Christodoulou, J, Cirelli, L, Conte, S, Cordes, S, Cox, C, Cristia, A, Cusack, R, Davies, C, de Klerk, M, Delle Luche, C, de Ruiter, L, Dinakar, D, Dixon, K, Durier, V, Durrant, S, Fennell, C, Ferguson, B, Ferry, A, Fikkert, P, Flanagan, T, Floccia, C, Foley, M, Fritzsche, T, Frost, R, Gampe, A, Gervain, J, Gonzalez-Gomez, N, Gupta, A, Hahn, L, Kiley Hamlin, J, Hannon, E, Havron, N, Hay, J, Hernik, M, Höhle, B, Houston, D, Howard, L, Ishikawa, M, Itakura, S, Jackson, I, Jakobsen, K, Jarto, M, Johnson, S, Junge, C, Karadag, D, Kartushina, N, Kellier, D, Keren-Portnoy, T, Klassen, K, Kline, M, Ko, E, Kominsky, J, Kosie, J, Kragness, H, Krieger, A, Krieger, F, Lany, J, Lazo, R, Lee, M, Leservoisier, C, Levelt, C, Lew-Williams, C, Lippold, M, Liszkowski, U, Liu, L, Luke, S, Lundwall, R, MACCHI CASSIA, V, Mani, N, Marino, C, Martin, A, Mastroberardino, M, Mateu, V, Mayor, J, Menn, K, Michel, C, Moriguchi, Y, Morris, B, Nave, K, Nazzi, T, Noble, C, Novack, M, Olesen, N, John Orena, A, Ota, M, Panneton, R, Parvanezadeh Esfahani, S, Paulus, M, Pletti, C, Polka, L, Potter, C, Rabagliati, H, Ramachandran, S, Rennels, J, Reynolds, G, Roth, K, Rothwell, C, Rubez, D, Ryjova, Y, Saffran, J, Sato, A, Savelkouls, S, Schachner, A, Schafer, G, Schreiner, M, Seidl, A, Shukla, M, Simpson, E, Singh, L, Skarabela, B, Soley, G, Sundara, M, Theakston, A, Thompson, A, Trainor, L, Trehub, S, Trøan, A, Sin-Mei Tsui, A, Twomey, K, Von Holzen, K, Wang, Y, Waxman, S, Werker, J, Wermelinger, S, Woolard, A, Yurovsky, D, Zahner, K, Zettersten, M, Soderstrom, M, The ManyBabies Consortium, Michael C. Frank, Katherine Jane Alcock, Natalia Arias-Trejo, Gisa Aschersleben, Dare Baldwin, Stéphanie Barbu, Elika Bergelson, Christina Bergmann, Alexis K. Black, Ryan Blything, Maximilian P. Böhland, Petra Bolitho, Arielle Borovsky, Shannon M. Brady, Bettina Braun, Anna Brown, Krista Byers-Heinlein, Linda E. Campbell, Cara Cashon, Mihye Choi, Joan Christodoulou, Laura K. Cirelli, Stefania Conte, Sara Cordes, Christopher Cox, Alejandrina Cristia, Rhodri Cusack, Catherine Davies, Maartje de Klerk, Claire Delle Luche, Laura de Ruiter, Dhanya Dinakar, Kate C. Dixon, Virginie Durier, Samantha Durrant, Christopher Fennell, Brock Ferguson, Alissa Ferry, Paula Fikkert, Teresa Flanagan, Caroline Floccia, Megan Foley, Tom Fritzsche, Rebecca L. A. Frost, Anja Gampe, Judit Gervain, Nayeli Gonzalez-Gomez, Anna Gupta, Laura E. Hahn, J. Kiley Hamlin, Erin E. Hannon, Naomi Havron, Jessica Hay, Mikołaj Hernik, Barbara Höhle, Derek M. Houston, Lauren H. Howard, Mitsuhiko Ishikawa, Shoji Itakura, Iain Jackson, Krisztina V. Jakobsen, Marianna Jarto, Scott P. Johnson, Caroline Junge, Didar Karadag, Natalia Kartushina, Danielle J. Kellier, Tamar Keren-Portnoy, Kelsey Klassen, Melissa Kline, Eon-Suk Ko, Jonathan F. Kominsky, Jessica E. Kosie, Haley E. Kragness, Andrea A. R. Krieger, Florian Krieger, Jill Lany, Roberto J. Lazo, Michelle Lee, Chloé Leservoisier, Claartje Levelt, Casey Lew-Williams, Matthias Lippold, Ulf Liszkowski, Liquan Liu, Steven G. Luke, Rebecca A. Lundwall, Viola Macchi Cassia, Nivedita Mani, Caterina Marino, Alia Martin, Meghan Mastroberardino, Victoria Mateu, Julien Mayor, Katharina Menn, Christine Michel, Yusuke Moriguchi, Benjamin Morris, Karli M. Nave, Thierry Nazzi, Claire Noble, Miriam A. Novack, Nonah M. Olesen, Adriel John Orena, Mitsuhiko Ota, Robin Panneton, Sara Parvanezadeh Esfahani, Markus Paulus, Carolina Pletti, Linda Polka, Christine Potter, Hugh Rabagliati, Shruthilaya Ramachandran, Jennifer L. Rennels, Greg D. Reynolds, Kelly C. Roth, Charlotte Rothwell, Doroteja Rubez, Yana Ryjova, Jenny Saffran, Ayumi Sato, Sophie Savelkouls, Adena Schachner, Graham Schafer, Melanie S. Schreiner, Amanda Seidl, Mohinish Shukla, Elizabeth A. Simpson, Leher Singh, Barbora Skarabela, Gaye Soley, Megha Sundara, Anna Theakston, Abbie Thompson, Laurel J. Trainor, Sandra E. Trehub, Anna S. Trøan, Angeline Sin-Mei Tsui, Katherine Twomey, Katie Von Holzen, Yuanyuan Wang, Sandra Waxman, Janet F. Werker, Stephanie Wermelinger, Alix Woolard, Daniel Yurovsky, Katharina Zahner, Martin Zettersten, Melanie Soderstrom, ManyBabies Consortium, T, Frank, M, Jane Alcock, K, Arias-Trejo, N, Aschersleben, G, Baldwin, D, Barbu, S, Bergelson, E, Bergmann, C, Black, A, Blything, R, Böhland, M, Bolitho, P, Borovsky, A, Brady, S, Braun, B, Brown, A, Byers-Heinlein, K, Campbell, L, Cashon, C, Choi, M, Christodoulou, J, Cirelli, L, Conte, S, Cordes, S, Cox, C, Cristia, A, Cusack, R, Davies, C, de Klerk, M, Delle Luche, C, de Ruiter, L, Dinakar, D, Dixon, K, Durier, V, Durrant, S, Fennell, C, Ferguson, B, Ferry, A, Fikkert, P, Flanagan, T, Floccia, C, Foley, M, Fritzsche, T, Frost, R, Gampe, A, Gervain, J, Gonzalez-Gomez, N, Gupta, A, Hahn, L, Kiley Hamlin, J, Hannon, E, Havron, N, Hay, J, Hernik, M, Höhle, B, Houston, D, Howard, L, Ishikawa, M, Itakura, S, Jackson, I, Jakobsen, K, Jarto, M, Johnson, S, Junge, C, Karadag, D, Kartushina, N, Kellier, D, Keren-Portnoy, T, Klassen, K, Kline, M, Ko, E, Kominsky, J, Kosie, J, Kragness, H, Krieger, A, Krieger, F, Lany, J, Lazo, R, Lee, M, Leservoisier, C, Levelt, C, Lew-Williams, C, Lippold, M, Liszkowski, U, Liu, L, Luke, S, Lundwall, R, MACCHI CASSIA, V, Mani, N, Marino, C, Martin, A, Mastroberardino, M, Mateu, V, Mayor, J, Menn, K, Michel, C, Moriguchi, Y, Morris, B, Nave, K, Nazzi, T, Noble, C, Novack, M, Olesen, N, John Orena, A, Ota, M, Panneton, R, Parvanezadeh Esfahani, S, Paulus, M, Pletti, C, Polka, L, Potter, C, Rabagliati, H, Ramachandran, S, Rennels, J, Reynolds, G, Roth, K, Rothwell, C, Rubez, D, Ryjova, Y, Saffran, J, Sato, A, Savelkouls, S, Schachner, A, Schafer, G, Schreiner, M, Seidl, A, Shukla, M, Simpson, E, Singh, L, Skarabela, B, Soley, G, Sundara, M, Theakston, A, Thompson, A, Trainor, L, Trehub, S, Trøan, A, Sin-Mei Tsui, A, Twomey, K, Von Holzen, K, Wang, Y, Waxman, S, Werker, J, Wermelinger, S, Woolard, A, Yurovsky, D, Zahner, K, Zettersten, M, Soderstrom, M, The ManyBabies Consortium, Michael C. Frank, Katherine Jane Alcock, Natalia Arias-Trejo, Gisa Aschersleben, Dare Baldwin, Stéphanie Barbu, Elika Bergelson, Christina Bergmann, Alexis K. Black, Ryan Blything, Maximilian P. Böhland, Petra Bolitho, Arielle Borovsky, Shannon M. Brady, Bettina Braun, Anna Brown, Krista Byers-Heinlein, Linda E. Campbell, Cara Cashon, Mihye Choi, Joan Christodoulou, Laura K. Cirelli, Stefania Conte, Sara Cordes, Christopher Cox, Alejandrina Cristia, Rhodri Cusack, Catherine Davies, Maartje de Klerk, Claire Delle Luche, Laura de Ruiter, Dhanya Dinakar, Kate C. Dixon, Virginie Durier, Samantha Durrant, Christopher Fennell, Brock Ferguson, Alissa Ferry, Paula Fikkert, Teresa Flanagan, Caroline Floccia, Megan Foley, Tom Fritzsche, Rebecca L. A. Frost, Anja Gampe, Judit Gervain, Nayeli Gonzalez-Gomez, Anna Gupta, Laura E. Hahn, J. Kiley Hamlin, Erin E. Hannon, Naomi Havron, Jessica Hay, Mikołaj Hernik, Barbara Höhle, Derek M. Houston, Lauren H. Howard, Mitsuhiko Ishikawa, Shoji Itakura, Iain Jackson, Krisztina V. Jakobsen, Marianna Jarto, Scott P. Johnson, Caroline Junge, Didar Karadag, Natalia Kartushina, Danielle J. Kellier, Tamar Keren-Portnoy, Kelsey Klassen, Melissa Kline, Eon-Suk Ko, Jonathan F. Kominsky, Jessica E. Kosie, Haley E. Kragness, Andrea A. R. Krieger, Florian Krieger, Jill Lany, Roberto J. Lazo, Michelle Lee, Chloé Leservoisier, Claartje Levelt, Casey Lew-Williams, Matthias Lippold, Ulf Liszkowski, Liquan Liu, Steven G. Luke, Rebecca A. Lundwall, Viola Macchi Cassia, Nivedita Mani, Caterina Marino, Alia Martin, Meghan Mastroberardino, Victoria Mateu, Julien Mayor, Katharina Menn, Christine Michel, Yusuke Moriguchi, Benjamin Morris, Karli M. Nave, Thierry Nazzi, Claire Noble, Miriam A. Novack, Nonah M. Olesen, Adriel John Orena, Mitsuhiko Ota, Robin Panneton, Sara Parvanezadeh Esfahani, Markus Paulus, Carolina Pletti, Linda Polka, Christine Potter, Hugh Rabagliati, Shruthilaya Ramachandran, Jennifer L. Rennels, Greg D. Reynolds, Kelly C. Roth, Charlotte Rothwell, Doroteja Rubez, Yana Ryjova, Jenny Saffran, Ayumi Sato, Sophie Savelkouls, Adena Schachner, Graham Schafer, Melanie S. Schreiner, Amanda Seidl, Mohinish Shukla, Elizabeth A. Simpson, Leher Singh, Barbora Skarabela, Gaye Soley, Megha Sundara, Anna Theakston, Abbie Thompson, Laurel J. Trainor, Sandra E. Trehub, Anna S. Trøan, Angeline Sin-Mei Tsui, Katherine Twomey, Katie Von Holzen, Yuanyuan Wang, Sandra Waxman, Janet F. Werker, Stephanie Wermelinger, Alix Woolard, Daniel Yurovsky, Katharina Zahner, Martin Zettersten, and Melanie Soderstrom

Abstract

Psychological scientists have become increasingly concerned with issues related to methodology and replicability, and infancy researchers in particular face specific challenges related to replicability: For example, high-powered studies are difficult to conduct, testing conditions vary across labs, and different labs have access to different infant populations. Addressing these concerns, we report on a large-scale, multisite study aimed at (a) assessing the overall replicability of a single theoretically important phenomenon and (b) examining methodological, cultural, and developmental moderators. We focus on infants’ preference for infant-directed speech (IDS) over adult-directed speech (ADS). Stimuli of mothers speaking to their infants and to an adult in North American English were created using seminaturalistic laboratory-based audio recordings. Infants’ relative preference for IDS and ADS was assessed across 67 laboratories in North America, Europe, Australia, and Asia using the three common methods for measuring infants’ discrimination (head-turn preference, central fixation, and eye tracking). The overall meta-analytic effect size (Cohen’s d) was 0.35, 95% confidence interval = [0.29, 0.42], which was reliably above zero but smaller than the meta-analytic mean computed from previous literature (0.67). The IDS preference was significantly stronger in older children, in those children for whom the stimuli matched their native language and dialect, and in data from labs using the head-turn preference procedure. Together, these findings replicate the IDS preference but suggest that its magnitude is modulated by development, native-language experience, and testing procedure.

Published
2020

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