Evidence map›Paper›PMID 35482916›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2022

Real-world statistics at two timescales and a mechanism for infant learning of object names.

Elizabeth M Clerkin, Linda B Smith

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing 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

18 citing papers in PubMed.

  1. Theoretical and Methodological Insights From Five Transcribed and Annotated Daylong Audio Recordings of Young Children's Language Environments.Perspectives on psychological science : a journal of the Association for Psychological Science · 2026
    Article
  2. A solution to generalized learning from small training sets found in infants' repeated visual experiences of individual objects.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
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  8. Object Functions and Words Reexamined: Toddlers' Recognition of Function Depends on Object Type.Journal of cognition and development : official journal of the Cognitive Development Society · 2025
    Article
  9. Information Sources for Word Meaning in Children's Picture Books: A Human Simulation Paradigm Study.Journal of cognition and development : official journal of the Cognitive Development Society · 2025
    Article
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  13. Signatures of cross-modal alignment in children's early concepts.Proceedings of the National Academy of Sciences of the United States of America · 2023
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  14. Review
  15. Profile of Linda B. Smith.Proceedings of the National Academy of Sciences of the United States of America · 2022
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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

2 authors.

Elizabeth M ClerkinDepartment of Psychological and Brain Sciences, Indiana University, Bloomington, IN 47405-7007.
Linda B SmithDepartment of Psychological and Brain Sciences, Indiana University, Bloomington, IN 47405-7007.

Funding

Infants' self-generated visual statistics support object and category learningR01HD104624 · NICHD · TRUSTEES OF INDIANA UNIVERSITY · PI SMITH, LINDA B. · 2021 to 2025
$2.9M
HHS | National Institutes of Health (NIH) RO1HD104624NICHD NIH HHS R01 HD104624
6 · The paper itself

Abstract

Infants begin learning the visual referents of nouns before their first birthday. Despite considerable empirical and theoretical effort, little is known about the statistics of the experiences that enable infants to break into object–name learning. We used wearable sensors to collect infant experiences of visual objects and their heard names for 40 early-learned categories. The analyzed data were from one context that occurs multiple times a day and includes objects with early-learned names: mealtime. The statistics reveal two distinct timescales of experience. At the timescale of many mealtime episodes (n = 87), the visual categories were pervasively present, but naming of the objects in each of those categories was very rare. At the timescale of single mealtime episodes, names and referents did cooccur, but each name–referent pair appeared in very few of the mealtime episodes. The statistics are consistent with incremental learning of visual categories across many episodes and the rapid learning of name–object mappings within individual episodes. The two timescales are also consistent with a known cortical learning mechanism for one-episode learning of associations: new information, the heard name, is incorporated into well-established memories, the seen object category, when the new information cooccurs with the reactivation of that slowly established memory.

Indexed as

NamesVocabularyHumansInfantLanguageLanguage DevelopmentLearninginfancyinput statisticslanguage acquisitionobject names

Identifiers

PMID35482916
PMCPMC9170168

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.