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Measuring Statistical Learning Across Modalities and Domains in School-Aged Children Via an Online Platform and Neuroimaging Techniques

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Memory constraints on infants' cross-situational statistical learning.

Haley A Vlach¹, Scott P Johnson

¹Department of Educational Psychology, University of Wisconsin, Madison, United States. hvlach@wisc.edu

|April 3, 2013

Summary

Infants learn word-object pairings by tracking probabilities. While younger infants learn immediate pairings, older infants also learn words presented over time, revealing developmental constraints in cross-situational statistical learning.

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Area of Science:

Developmental Psychology
Cognitive Science
Linguistics

Background:

Infants map words to objects using cross-situational statistical learning.
This involves tracking co-occurrence probabilities across different learning events.
Existing research explores this ability, but less is known about temporal aggregation.

Purpose of the Study:

To examine infants' ability to aggregate and retrieve word-referent pairings over time.
To investigate developmental differences in cross-situational statistical learning based on temporal presentation.

Main Methods:

A cross-situational statistical learning task was designed for 16- and 20-month-old infants (N=32).
Object-label pairings were presented either in immediate succession (massed) or distributed across time (interleaved).
Performance was assessed based on the accuracy of word-referent mapping.

Main Results:

Infants in both age groups successfully learned word-object pairings presented in immediate succession (massed).
Only 20-month-old infants demonstrated the ability to infer pairings distributed over time (interleaved).
Significant developmental differences were observed in word mapping performance.

Conclusions:

Infants' ability to aggregate and retrieve word-referent pairings across time is constrained developmentally.
Retrieval processes in cross-situational statistical learning may not be as automatic as previously theorized.
This study highlights the importance of temporal factors in early word learning.