Evidence map›Paper›PMID 34933998›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2021

The infant's view redefines the problem of referential uncertainty in early word learning.

Chen Yu, Yayun Zhang, Lauren K Slone, Linda B Smith

Open access · hybridAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
7.9field-weighted citation impact, top 2% of its field
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

16 citing papers in PubMed, 41 citations in OpenAlex.

  1. Article
  2. Article
  3. Contingent behavior during caregiver-child interaction improves the quality of word learning opportunities.IEEE International Conference on Development and Learning. IEEE International Conference on Development and Learning · 2025
    Article
  4. Overlooked Input for Word Learning: Examining the Role of Attention on Non-Target Objects During Object Labeling.IEEE International Conference on Development and Learning. IEEE International Conference on Development and Learning · 2025
    Article
  5. Article
  6. Article
  7. 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
  8. Development in the comprehension of phonetically reduced spoken words.CogSci ... Annual Conference of the Cognitive Science Society. Cognitive Science Society (U.S.). Conference · 2025
    Article
  9. Review
  10. Article
  11. Article
  12. Proactive or reactive? Neural oscillatory insight into the leader-follower dynamics of early infant-caregiver interaction.Proceedings of the National Academy of Sciences of the United States of America · 2023
    Article
  13. Speech Segmentation and Cross-Situational Word Learning in Parallel.Open mind : discoveries in cognitive science · 2023
    Article
  14. Review
  15. Parent Speech in Free Play Is Guided by Infant Attention, But Organized by Object Familiarity.Infancy : the official journal of the International Society on Infant Studies
    Article
  16. Selective Attention in Early Word Learning: An Eye-Tracking Study on Viewing Naturalistic Egocentric Scenes.Infancy : the official journal of the International Society on Infant Studies
    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

4 authors at 3 institutions in 2 countries.

Chen YuDepartment of Psychology, The University of Texas at Austin, Austin, TX 78712.
Yayun ZhangDepartment of Psychology, The University of Texas at Austin, Austin, TX 78712.
Lauren K SlonePsychology Department, Hope College, Holland, MI 49423.
Linda B SmithDepartment of Psychology, The University of Texas at Austin, Austin, TX 78712; smith4@indiana.edu.
The University of Texas at Austin · USHope College · USUniversity of East Anglia · GB

Funding

What you see is what you learn: Visual attention in statistical word learningR01HD093792 · NICHD · UNIVERSITY OF TEXAS AT AUSTIN · PI YU, CHEN · 2018 to 2022
$1.7M
Sensorimotor Dynamics of Parent-Child Interactions Build Word Learning SkillsR01HD074601 · NICHD · TRUSTEES OF INDIANA UNIVERSITY · PI YU, CHEN · 2013 to 2017
$1.6M
NICHD NIH HHS R01 HD074601NICHD NIH HHS R01 HD093792
6 · The paper itself

Abstract

The learning of first object names is deemed a hard problem due to the uncertainty inherent in mapping a heard name to the intended referent in a cluttered and variable world. However, human infants readily solve this problem. Despite considerable theoretical discussion, relatively little is known about the uncertainty infants face in the real world. We used head-mounted eye tracking during parent-infant toy play and quantified the uncertainty by measuring the distribution of infant attention to the potential referents when a parent named both familiar and unfamiliar toy objects. The results show that infant gaze upon hearing an object name is often directed to a single referent which is equally likely to be a wrong competitor or the intended target. This bimodal gaze distribution clarifies and redefines the uncertainty problem and constrains possible solutions.

Indexed as

Language DevelopmentUncertaintyFixation, OcularHumansInfantLearningdevelopmentinfancylanguagestatistical learning

Identifiers

PMID34933998
PMCPMC8719889
OpenAlexW4200248493

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.