Literature DB >> 31772509

A Collaborative Approach to Infant Research: Promoting Reproducibility, Best Practices, and Theory-Building.

Michael C Frank1, Elika Bergelson2, Christina Bergmann3, Alejandrina Cristia3, Caroline Floccia4, Judit Gervain5, J Kiley Hamlin6, Erin E Hannon7, Melissa Kline8, Claartje Levelt9, Casey Lew-Williams10, Thierry Nazzi5, Robin Panneton11, Hugh Rabagliati12, Melanie Soderstrom13, Jessica Sullivan14, Sandra Waxman15, Daniel Yurovsky16.   

Abstract

The ideal of scientific progress is that we accumulate measurements and integrate these into theory, but recent discussion of replicability issues has cast doubt on whether psychological research conforms to this model. Developmental research-especially with infant participants-also has discipline-specific replicability challenges, including small samples and limited measurement methods. Inspired by collaborative replication efforts in cognitive and social psychology, we describe a proposal for assessing and promoting replicability in infancy research: large-scale, multi-laboratory replication efforts aiming for a more precise understanding of key developmental phenomena. The ManyBabies project, our instantiation of this proposal, will not only help us estimate how robust and replicable these phenomena are, but also gain new theoretical insights into how they vary across ages, linguistic communities, and measurement methods. This project has the potential for a variety of positive outcomes, including less-biased estimates of theoretically important effects, estimates of variability that can be used for later study planning, and a series of best-practices blueprints for future infancy research.

Entities:  

Year:  2017        PMID: 31772509      PMCID: PMC6879177          DOI: 10.1111/infa.12182

Source DB:  PubMed          Journal:  Infancy        ISSN: 1532-7078


  24 in total

1.  Why Science Is Not Necessarily Self-Correcting.

Authors:  John P A Ioannidis
Journal:  Perspect Psychol Sci       Date:  2012-11

2.  Expectations for Replications: Are Yours Realistic?

Authors:  David J Stanley; Jeffrey R Spence
Journal:  Perspect Psychol Sci       Date:  2014-05

Review 3.  Power failure: why small sample size undermines the reliability of neuroscience.

Authors:  Katherine S Button; John P A Ioannidis; Claire Mokrysz; Brian A Nosek; Jonathan Flint; Emma S J Robinson; Marcus R Munafò
Journal:  Nat Rev Neurosci       Date:  2013-04-10       Impact factor: 34.870

4.  Wordbank: an open repository for developmental vocabulary data.

Authors:  Michael C Frank; Mika Braginsky; Daniel Yurovsky; Virginia A Marchman
Journal:  J Child Lang       Date:  2016-05-18

5.  Comment on "Estimating the reproducibility of psychological science".

Authors:  Daniel T Gilbert; Gary King; Stephen Pettigrew; Timothy D Wilson
Journal:  Science       Date:  2016-03-04       Impact factor: 47.728

6.  The weirdest people in the world?

Authors:  Joseph Henrich; Steven J Heine; Ara Norenzayan
Journal:  Behav Brain Sci       Date:  2010-06-15       Impact factor: 12.579

7.  The natural selection of bad science.

Authors:  Paul E Smaldino; Richard McElreath
Journal:  R Soc Open Sci       Date:  2016-09-21       Impact factor: 2.963

8.  Cross-Cultural Register Differences in Infant-Directed Speech: An Initial Study.

Authors:  Lama K Farran; Chia-Cheng Lee; Hyunjoo Yoo; D Kimbrough Oller
Journal:  PLoS One       Date:  2016-03-16       Impact factor: 3.240

9.  PSYCHOLOGY. Estimating the reproducibility of psychological science.

Authors: 
Journal:  Science       Date:  2015-08-28       Impact factor: 47.728

10.  Why most published research findings are false.

Authors:  John P A Ioannidis
Journal:  PLoS Med       Date:  2005-08-30       Impact factor: 11.613

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  25 in total

1.  Advancing Transparency and Openness in Child Development Research: Opportunities.

Authors:  Lisa A Gennetian; Catherine S Tamis-LeMonda; Michael C Frank
Journal:  Child Dev Perspect       Date:  2020-02-24

2.  Early phonetic learning without phonetic categories: Insights from large-scale simulations on realistic input.

Authors:  Thomas Schatz; Naomi H Feldman; Sharon Goldwater; Xuan-Nga Cao; Emmanuel Dupoux
Journal:  Proc Natl Acad Sci U S A       Date:  2021-02-09       Impact factor: 11.205

3.  Familiarity plays a small role in noun comprehension at 12-18 months.

Authors:  Hallie Garrison; Gladys Baudet; Elise Breitfeld; Alexis Aberman; Elika Bergelson
Journal:  Infancy       Date:  2020-04-15

4.  Individual differences in infancy research: Letting the baby stand out from the crowd.

Authors:  Koraly Pérez-Edgar; Alicia Vallorani; Kristin A Buss; Vanessa LoBue
Journal:  Infancy       Date:  2020-05-04

5.  The Psychological Science Accelerator: Advancing Psychology through a Distributed Collaborative Network.

Authors:  Hannah Moshontz; Lorne Campbell; Charles R Ebersole; Hans IJzerman; Heather L Urry; Patrick S Forscher; Jon E Grahe; Randy J McCarthy; Erica D Musser; Jan Antfolk; Christopher M Castille; Thomas Rhys Evans; Susann Fiedler; Jessica Kay Flake; Diego A Forero; Steve M J Janssen; Justin Robert Keene; John Protzko; Balazs Aczel; Sara Álvarez Solas; Daniel Ansari; Dana Awlia; Ernest Baskin; Carlota Batres; Martha Lucia Borras-Guevara; Cameron Brick; Priyanka Chandel; Armand Chatard; William J Chopik; David Clarance; Nicholas A Coles; Katherine S Corker; Barnaby James Wyld Dixson; Vilius Dranseika; Yarrow Dunham; Nicholas W Fox; Gwendolyn Gardiner; S Mason Garrison; Tripat Gill; Amanda C Hahn; Bastian Jaeger; Pavol Kačmár; Gwenaël Kaminski; Philipp Kanske; Zoltan Kekecs; Melissa Kline; Monica A Koehn; Pratibha Kujur; Carmel A Levitan; Jeremy K Miller; Ceylan Okan; Jerome Olsen; Oscar Oviedo-Trespalacios; Asil Ali Özdoğru; Babita Pande; Arti Parganiha; Noorshama Parveen; Gerit Pfuhl; Sraddha Pradhan; Ivan Ropovik; Nicholas O Rule; Blair Saunders; Vidar Schei; Kathleen Schmidt; Margaret Messiah Singh; Miroslav Sirota; Crystal N Steltenpohl; Stefan Stieger; Daniel Storage; Gavin Brent Sullivan; Anna Szabelska; Christian K Tamnes; Miguel A Vadillo; Jaroslava V Valentova; Wolf Vanpaemel; Marco A C Varella; Evie Vergauwe; Mark Verschoor; Michelangelo Vianello; Martin Voracek; Glenn P Williams; John Paul Wilson; Janis H Zickfeld; Jack D Arnal; Burak Aydin; Sau-Chin Chen; Lisa M DeBruine; Ana Maria Fernandez; Kai T Horstmann; Peder M Isager; Benedict Jones; Aycan Kapucu; Hause Lin; Michael C Mensink; Gorka Navarrete; Miguel A Silan; Christopher R Chartier
Journal:  Adv Methods Pract Psychol Sci       Date:  2018-10-01

Review 6.  Building theories of consistency and variability in children's language development: A large-scale data approach.

Authors:  Angeline Sin Mei Tsui; Virginia A Marchman; Michael C Frank
Journal:  Adv Child Dev Behav       Date:  2021-06-14

7.  The development of gaze following in monolingual and bilingual infants: A multi-laboratory study.

Authors:  Krista Byers-Heinlein; Rachel Ka-Ying Tsui; Daan van Renswoude; Alexis K Black; Rachel Barr; Anna Brown; Marc Colomer; Samantha Durrant; Anja Gampe; Nayeli Gonzalez-Gomez; Jessica F Hay; Mikołaj Hernik; Marianna Jartó; Ágnes Melinda Kovács; Alexandra Laoun-Rubenstein; Casey Lew-Williams; Ulf Liszkowski; Liquan Liu; Claire Noble; Christine E Potter; Joscelin Rocha-Hidalgo; Nuria Sebastian-Galles; Melanie Soderstrom; Ingmar Visser; Connor Waddell; Stephanie Wermelinger; Leher Singh
Journal:  Infancy       Date:  2020-12-11

8.  The influence of cooperation and competition on preschoolers' prosociality toward in-group and out-group members.

Authors:  Theo Toppe; Susanne Hardecker; Franca Zerres; Daniel B M Haun
Journal:  R Soc Open Sci       Date:  2021-05-26       Impact factor: 2.963

9.  Development of the N400 for Word Learning in the First 2 Years of Life: A Systematic Review.

Authors:  Caroline Junge; Marlijne Boumeester; Debra L Mills; Mariella Paul; Samuel H Cosper
Journal:  Front Psychol       Date:  2021-06-30

10.  Perspectives on Recruitment and Representativeness in Forensic Psychiatric Research.

Authors:  Sven H Pedersen; Henrik Bergman; Johan Berlin; Thomas Hartvigsson
Journal:  Front Psychiatry       Date:  2021-06-17       Impact factor: 4.157

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