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The evidence behind the series
Browse the scientific research and professional literature used across all seven volumes of The Science of Learning for Educators.
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1 reference
Hambrick, Macnamara, and Oswald review the evidence behind the deliberate-practice account of expert performance.
They distinguish carefully designed practice from mere repetition and examine definitional, measurement, and causal problems in the literature. Their synthesis concludes that deliberate practice is important but does not by itself explain all differences in attained performance; abilities, opportunity, accumulated experience, and other person and environment factors also matter. For educators, the article supports purposeful, challenging practice with clear goals and feedback while cautioning against treating hours of practice as a complete explanation of expertise.
The review therefore presents expertise as a multi-causal developmental outcome rather than the product of one training variable.
A transparent research trail
Each entry identifies the volume, edition, chapter or appendix in which the work appears.
Evidence summaries explain the central idea and why the source matters to educators.
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References are checked against publisher records, scholarly indexes, DOI or ISBN metadata, repositories and author records where available. An entry marked [Citation not verified] preserves the wording found in the relevant volume without attributing findings to an unconfirmed work.
From sources to a coherent pathway