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Quantifying Sources of Variability in Infancy Research Using the Infant-Directed-Speech Preference
Open accessAbstract
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.
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Cites
Fitting Linear Mixed-Effects Models Using lme4
Bates, D., Mächler, M., Bolker, B., & Walker, S. (2015) · Journal of Statistical Software · doi:10.18637/jss.v067.i01 · Cited by 86,835
lmerTest Package: Tests in Linear Mixed Effects Models
Kuznetsova, A., Brockhoff, P. B., & Christensen, R. H. B. (2017) · Journal of Statistical Software · doi:10.18637/jss.v082.i13 · Cited by 24,346
Conducting Meta-Analyses in R with the metafor Package
Viechtbauer, W. (2010) · Journal of Statistical Software · doi:10.18637/jss.v036.i03 · Cited by 20,464
Random effects structure for confirmatory hypothesis testing: Keep it maximal
Barr, D. J., Levy, R., Scheepers, C., & Tily, H. J. (2013) · Journal of Memory and Language · doi:10.1016/j.jml.2012.11.001 · Cited by 10,328
Estimating the reproducibility of psychological science
Open Science Collaboration (2015) · Science · doi:10.1126/science.aac4716 · Cited by 8,515
Power failure: why small sample size undermines the reliability of neuroscience
Button, K. S., Ioannidis, J. P. A., Mokrysz, C., Nosek, B. A., Flint, J., Robinson, E. S. J., & Munafò, M. R. (2013) · Nature Reviews Neuroscience · doi:10.1038/nrn3475 · Cited by 7,641
Assessing heterogeneity in meta-analysis: Q statistic or I² index?
Huedo-Medina, T. B., Sánchez-Meca, J., Marín-Martínez, F., & Botella, J. (2006) · Psychological Methods · doi:10.1037/1082-989x.11.2.193 · Cited by 4,256
Talking to Children Matters: Early Language Experience Strengthens Processing and Builds Vocabulary
Weisleder, A., & Fernald, A. (2013) · Psychological Science · doi:10.1177/0956797613488145 · Cited by 1,273
Four-month-old infants prefer to listen to motherese
Fernald, A. (1985) · Infant Behavior and Development · doi:10.1016/s0163-6383(85)80005-9 · Cited by 1,015
Intonation and communicative intent in mothers’ speech to infants: Is the melody the message?
Fernald, A. (1989) · Child Development · doi:10.2307/1130938 · Cited by 875
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Metadata
- Authors
- The ManyBabies Consortium, Frank, M. C., Alcock, K. J., Arias-Trejo, N., Aschersleben, G., Baldwin, D., Barbu, S., Bergelson, E., Bergmann, C., Black, A. K., Blything, R., Böhland, M. P., Bolitho, P., Borovsky, A., Brady, S. M., Braun, B., Brown, A., Byers-Heinlein, K., Campbell, L. E., Cashon, C., Choi, M., Christodoulou, J., Cirelli, L. K., Conte, S., Cordes, S., Cox, C., Cristia, A., Cusack, R., Davies, C., de Klerk, M., Delle Luche, C., Ruiter, L. D., Dinakar, D., Dixon, K. C., Durier, V., Durrant, S., Fennell, C., Ferguson, B., Ferry, A., Fikkert, P., Flanagan, T., Floccia, C., Foley, M., Fritzsche, T., Frost, R. L. A., Gampe, A., Gervain, J., Gonzalez-Gomez, N., Gupta, A., Hahn, L. E., Kiley Hamlin, J., Hannon, E. E., Havron, N., Hay, J., Hernik, M., Höhle, B., Houston, D. M., Howard, L. H., Ishikawa, M., Itakura, S., Jackson, I., Jakobsen, K. V., Jarto, M., Johnson, S. P., Junge, C., Karadag, D., Kartushina, N., Kellier, D. J., Keren-Portnoy, T., Klassen, K., Kline, M., Ko, E.-S., Kominsky, J. F., Kosie, J. E., Kragness, H. E., Krieger, A. A. R., Krieger, F., Lany, J., Lazo, R. J., Lee, M., Leservoisier, C., Levelt, C., Lew-Williams, C., Lippold, M., Liszkowski, U., Liu, L., Luke, S. G., Lundwall, R. A., 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. M., Nazzi, T., Noble, C., Novack, M. A., Olesen, N. M., John Orena, A., Ota, M., Panneton, R., Esfahani, S. P., Paulus, M., Pletti, C., Polka, L., Potter, C., Rabagliati, H., Ramachandran, S., Rennels, J. L., Reynolds, G. D., Roth, K. C., Rothwell, C., Rubez, D., Ryjova, Y., Saffran, J., Sato, A., Savelkouls, S., Schachner, A., Schafer, G., Schreiner, M. S., Seidl, A., Shukla, M., Simpson, E. A., Singh, L., Skarabela, B., Soley, G., Sundara, M., Theakston, A., Thompson, A., Trainor, L. J., Trehub, S. E., Trøan, A. S., Tsui, A. S.-M., Twomey, K., Von Holzen, K., Wang, Y., Waxman, S., Werker, J. F., Wermelinger, S., Woolard, A., Yurovsky, D., Zahner, K., Zettersten, M., & Soderstrom, M.
- Venue
- Advances in Methods and Practices in Psychological Science
- Publisher
- SAGE Publications
- Published
- 2020-03
- Volume
- 3
- Issue
- 1
- Pages
- 24-52
- ISSN
- 2515-2459 (ISSN-L)
- 2515-2467
- OpenAlex
- W2782905495
- Cited by
- 337
- References
- 18
- FWCI
- 75.29
- Type
- journal article
- Language
- en
- Open access
- bronze
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- The ManyBabies Consortium, Frank, M. C., Alcock, K. J., Arias-Trejo, N., Aschersleben, G., Baldwin, D., Barbu, S., Bergelson, E., Bergmann, C., Black, A. K., Blything, R., Böhland, M. P., Bolitho, P., Borovsky, A., Brady, S. M., Braun, B., Brown, A., Byers-Heinlein, K., Campbell, L. E., . . . Soderstrom, M. (2020). Quantifying Sources of Variability in Infancy Research Using the Infant-Directed-Speech Preference. Advances in Methods and Practices in Psychological Science. https://doi.org/10.1177/2515245919900809
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