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Related Experiment Video

Updated: Jun 25, 2026

A Method for Investigating Age-related Differences in the Functional Connectivity of Cognitive Control Networks Associated with Dimensional Change Card Sort Performance
09:01

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Published on: May 7, 2014

Individual differences in expertise development over decades in a complex intellectual domain.

Robert W Howard1

  • 1University of New South Wales, Sydney, New South Wales, Australia. rwh@unsw.edu.au

Memory & Cognition
|February 19, 2009
PubMed
Summary

Individual differences in expertise development are significant. Research in international chess suggests innate talent influences expertise acquisition rates and peak performance levels, even with extensive practice.

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Area of Science:

  • Cognitive Psychology
  • Expertise Research
  • Talent Identification

Background:

  • Expertise acquisition varies significantly among individuals.
  • Understanding the role of innate talent in skill development is crucial.
  • International chess offers a robust model for studying expertise due to objective measures and extensive data.

Purpose of the Study:

  • To investigate patterns of individual differences in expertise development.
  • To determine the influence of innate talent on expertise acquisition and peak performance.
  • To analyze the relationship between practice, performance, and talent in chess players.

Main Methods:

  • Longitudinal analysis of international chess players' game data and performance metrics.
  • Comparison of expertise development curves (logarithmic vs. power-function).
  • Factor analysis to identify underlying talent factors influencing performance.

Main Results:

  • Expertise development curves typically asymptote around 750 games.
  • Eventual top players show performance advantages from domain entry, widening with practice.
  • Evidence suggests precocity, faster learning, and higher peak performance are linked to innate talent.

Conclusions:

  • Innate talent appears to be a significant factor in expertise development, influencing learning speed and ultimate performance.
  • Individual differences in talent constrain the maximum achievable performance level.
  • Chess expertise development highlights the interplay between practice and inherent ability.