Evidence map›Paper›PMID 31077516›Full record

ArticleDevelopmental science2019

Comparing statistical learning across perceptual modalities in infancy: An investigation of underlying learning mechanism(s).

Lauren L Emberson, Jennifer B Misyak, Jennifer A Schwade, Morten H Christiansen, Michael H Goldstein

Abstract read
In one paragraph

Article in Developmental science, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

13 citing papers in PubMed.

  1. Article
  2. Integration of audiovisual speech perception: From infancy to older adults.The Journal of the Acoustical Society of America · 2025
    Article
  3. Review
  4. Article
  5. Article
  6. Article
  7. Article
  8. Sampling statistics are like story creation: a network analysis of parent-toddler exploratory play.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2023
    Article
  9. Article
  10. Review
  11. Article
  12. Article
  13. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Lauren L EmbersonPsychology Department, Princeton University, Princeton, New Jersey.
Jennifer B MisyakBehavioural Science Group, Warwick Business School, University of Warwick, Coventry, UK.
Jennifer A SchwadePsychology Department, Cornell University, Ithaca, New York.
Morten H ChristiansenPsychology Department, Cornell University, Ithaca, New York.
Michael H GoldsteinPsychology Department, Cornell University, Ithaca, New York.

Funding

Role of Statistically Induced Changes in Sensory Cortex in Perceptual DevelopmentR00HD076166 · NICHD · PRINCETON UNIVERSITY · PI EMBERSON, LAUREN LOUISE · 2015 to 2017
$678k
Role of Statistically Induced Changes in Sensory Cortex in Perceptual DevelopmentK99HD076166 · NICHD · UNIVERSITY OF ROCHESTER · PI EMBERSON, LAUREN LOUISE · 2014 to 2015
$165k
CIHR 201210MFE-290131-231192NICHD NIH HHS K99 HD076166NICHD NIH HHS R00 HD076166
6 · The paper itself

Abstract

Statistical learning (SL), sensitivity to probabilistic regularities in sensory input, has been widely implicated in cognitive and perceptual development. Little is known, however, about the underlying mechanisms of SL and whether they undergo developmental change. One way to approach these questions is to compare SL across perceptual modalities. While a decade of research has compared auditory and visual SL in adults, we present the first direct comparison of visual and auditory SL in infants (8-10 months). Learning was evidenced in both perceptual modalities but with opposite directions of preference: Infants in the auditory condition displayed a novelty preference, while infants in the visual condition showed a familiarity preference. Interpreting these results within the Hunter and Ames model (1988), where familiarity preferences reflect a weaker stage of encoding than novelty preferences, we conclude that there is weaker learning in the visual modality than the auditory modality for this age. In addition, we found evidence of different developmental trajectories across modalities: Auditory SL increased while visual SL did not change for this age range. The results suggest that SL is not an abstract, amodal ability; for the types of stimuli and statistics tested, we find that auditory SL precedes the development of visual SL and is consistent with recent work comparing SL across modalities in older children.

Indexed as

AdultAgedAuditory PerceptionChildCognitionFemaleHumansInfantLearningMalePerceptionRecognition, PsychologySensationVisual Perceptionabstractauditorydomain-generalityinfantstatistical learningvisual

Identifiers

PMID31077516
PMCPMC7294581

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.