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Practical Methodology of Cognitive Tasks Within a Navigational Assessment
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The Mental Models Training App: Enhancing verbal reasoning through a cognitive training mobile application.

Robert A Cortes1, Adam B Weinberger1, Adam E Green1,2

  • 1Department of Psychology, Georgetown University, Washington, DC, United States.

Frontiers in Psychology
|March 27, 2023
PubMed
Summary

This study found that a Mental Models Training App improved verbal deductive reasoning skills in adults. However, the gains were not superior to adaptive practice alone, suggesting reasoning practice is key.

Keywords:
cognitive enhancementcognitive trainingmental modelsmobile applicationreasoningtranslational research

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Area of Science:

  • Cognitive Psychology
  • Neuroscience
  • Human Cognition

Background:

  • Mental Model Theory (MMT) posits that reasoning relies on visuospatial representations.
  • MMT suggests building mental models enhances deductive reasoning accuracy.
  • Empirical evidence for training mental modeling to improve reasoning was lacking.

Purpose of the Study:

  • To empirically test if training mental modeling ability improves deductive reasoning.
  • To investigate the causal role of specific training components using a mobile app.
  • To compare a novel cognitive training app against control conditions.

Main Methods:

  • A between-subjects experiment with 301 adults compared a Mental Models Training App to three control groups.
  • The app required participants to solve reasoning problems using a mental modeling tool.
  • Control conditions included passive, active reasoning practice, and spatial alphabetization tasks.

Main Results:

  • The Mental Models Training App improved verbal deductive reasoning performance compared to a passive control.
  • Improvements were observed both during and after the training intervention.
  • Training effects were not significantly greater than active control conditions (adaptive practice).

Conclusions:

  • The Mental Models Training App can enhance verbal deductive reasoning.
  • Directly training mental modeling did not yield benefits beyond adaptive reasoning practice.
  • Future research should explore long-term effects and transferability to other reasoning types.