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Language serves as a bridge between ideas and communication, influencing how individuals perceive and interact with the world. Psychologists have long debated whether language shapes thought or vice versa. This discussion gained grip with Edward Sapir and Benjamin Lee Whorf in the 1940s, who proposed that language determines thought, a concept known as linguistic determinism. They suggested that the vocabulary and structure of a language influence how its speakers think and perceive reality.
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Related Experiment Video

Updated: Sep 28, 2025

Experimental Paradigm for Measuring the Effect of Induced Emotion on Grammar Learning
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Desirable Difficulties in Language Learning? How Talker Variability Impacts Artificial Grammar Learning.

Federica Bulgarelli1,2, Daniel J Weiss2

  • 1Duke University and The Pennsylvania State University.

Language Learning
|March 28, 2022
PubMed
Summary
This summary is machine-generated.

Talker variability in language learning can cause initial difficulties but may offer long-term benefits. This study found that while some variability impacted learning, it did not consistently act as a desirable difficulty for artificial grammar acquisition.

Keywords:
artificial grammar learningcontextual interferencedesirable difficultiesstatistical learningtalker variability

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Area of Science:

  • Psycholinguistics
  • Cognitive Science
  • Second Language Acquisition

Background:

  • Talker variability in speech signals is theorized to enhance language learning by promoting focus on invariant linguistic features.
  • This variability is often considered a 'desirable difficulty,' potentially leading to improved long-term retention and generalization.
  • However, the precise impact of different levels of talker variability on artificial grammar learning remains underexplored.

Purpose of the Study:

  • To investigate the differential effects of limited versus high talker variability on artificial grammar learning.
  • To determine if talker variability functions as a 'desirable difficulty' in this learning paradigm, yielding long-term benefits.
  • To examine how talker variability interacts with task difficulty in artificial grammar acquisition.

Main Methods:

  • Adult participants learned an artificial grammar under varying conditions of talker variability (one, two, or eight talkers).
  • Two experiments were conducted, manipulating task difficulty alongside talker variability.
  • Learning and generalization of grammatical dependencies were assessed at multiple time points.

Main Results:

  • Learning was not significantly impacted by the eight-talker condition.
  • The two-talker condition showed negative effects on certain learning aspects, particularly under higher difficulty conditions.
  • Generalization of grammatical dependencies proved challenging across all conditions.
  • Observed costs associated with talker variability were not linked to subsequent long-term benefits.

Conclusions:

  • High and limited talker variability can have distinct effects on artificial grammar learning.
  • Talker variability did not consistently act as a desirable difficulty in this artificial grammar learning context.
  • The findings suggest that the benefits of talker variability may be context- and task-dependent.