Deliberate Practice

The research-backed approach to developing expertise through focused, intentional practice.

What the evidence says

  • Ericsson argues that expertise is developed through deliberate practice, and that apparent “natural talent” can in virtually every case be traced to earlier and more structured practice. This is the book’s strong claim, and the strong form is what a later meta-analysis disputes[1],[2]
  • The strong form is disputed by meta-analysis. Pooling every domain in which deliberate practice had been studied, Macnamara, Hambrick and Oswald’s 2014 meta-analysis found it explained 14% of the variance in performance (r = .38; 95% interval for the variance, 11% to 18%) — so 86% was unexplained. By domain: 24% games, 23% music, 20% sports, 5% education, 1% professions (that last not significant, p = .377)[2]
  • Two traps in citing those numbers. The pooled figure appears in the paper’s Results and not in its abstract, which gives only the higher per-domain values — so a reader taking the domain figures as the headline overstates the general claim. And the abstract still prints the superseded 2014 values (26/21/18/4/under-1): PubMed and the publisher have not updated it, so the familiar string is the withdrawn one[2]
  • The dispute is substantially definitional. Ericsson’s 2016 reply contests the meta-analysis’s inclusion criteria — that they sum any type of practice rather than the individualised, goal-directed, feedback-bearing activity his 1993 definition named — rather than its arithmetic[2]
  • The meta-analysis’s authors conclude that deliberate practice is ”important, but not as important as has been argued” — a claim about magnitude, not a denial that practice matters[2]
  • The figures above are the corrected 2018 values, from the authors’ 2018 corrigendum[2]
  • In the book’s account, deliberate practice requires focused effort on specific skills with immediate feedback and typically expert guidance, as distinct from naive practice (repeating without structure) and purposeful practice (intentional but without expert guidance)[1]
  • In the book’s account, a central purpose of deliberate practice is to develop mental representations: mental structures that allow faster decisions, pattern recognition, and superior performance[1]
  • The book holds that practice must push beyond current abilities to be effective; practicing what you can already do doesn’t build new skills[1]
  • The book holds that skills develop gradually through consistent, intentional practice over time[1]
  • The book treats mistakes and errors as information for adjustment, not failures[1]