Project Sherlock

Education & Learning

The Science of Learning

What is actually known about acquiring and retaining knowledge.

12 topics · 34 curated works

Topics

Reading in The Science of Learning

34

A way in

  1. Start here

    No prior grounding assumed.

    Teaching for Transfer

    David N. Perkins & Gavriel Salomon · 1988

    Argues transfer of learning almost never happens by itself and must be deliberately designed for, either by drilling a skill to the point of…

    +5 more at this level

  2. Then

    Assumes you know the vocabulary.

    How People Learn: Brain, Mind, Experience, and School

    Bransford, Brown & Cocking · 2000

    Synthesises decades of learning-science research into a single account of how understanding, transfer and expertise actually form, aimed at…

    +9 more at this level

  3. Go deeper

    Primary sources and full treatments.

    The Influence of Improvement in One Mental Function upon the Efficiency of Other Functions

    Edward L. Thorndike & Robert S. Woodworth · 1901

    Reports experiments finding that training a mental function on one kind of material barely improves performance on superficially similar tasks,…

    +17 more at this level

12 of 34 works

Essay1988

Teaching for Transfer

David N. Perkins & Gavriel Salomon

Argues transfer of learning almost never happens by itself and must be deliberately designed for, either by drilling a skill to the point of automatic reflex or by teaching students to abstract a principle and bridge it to new contexts.

link checked 17 Sept 2026
Paper2020

A Systematized Review of Cognitive Load Theory in Health Sciences Education and a Perspective From Cognitive Neuroscience

Sahar Ghanbari, Fariba Haghani, Majid Barekatain & Alireza Jamali

A systematic review aimed at a clinical-education audience introduces cognitive load theory's three load types and connects them to cognitive-neuroscience findings, working as an accessible entry point into a technical literature.

10 pageslink checked 17 Sept 2026

In order written

1901 – 2020
  1. 1981Categorization and Representation of Physics Problems by Experts and NovicesMichelene T. H. Chi, Paul J. Feltovich & Robert Glaser
  2. 1988Teaching for TransferDavid N. Perkins & Gavriel Salomon
  3. 1988OverviewRobert Glaser & Michelene T. H. Chi
  4. 1988Cognitive Load During Problem Solving: Effects on LearningJohn Sweller
  5. 1993Maintenance of Foreign Language Vocabulary and the Spacing EffectHarry P. Bahrick, Lorraine E. Bahrick, Audrey S. Bahrick & Phyllis E. Bahrick
  6. 1993The Role of Deliberate Practice in the Acquisition of Expert PerformanceK. Anders Ericsson, Ralf Th. Krampe & Clemens Tesch-Römer
  7. 1994Expert Performance: Its Structure and AcquisitionK. Anders Ericsson & Neil Charness
  8. 1998Mental Models Concepts for System Dynamics ResearchJames K. Doyle & David N. Ford
  9. 2002When and Where Do We Apply What We Learn? A Taxonomy for Far TransferSusan M. Barnett & Stephen J. Ceci
  10. 2006Distributed Practice in Verbal Recall TasksCepeda, Pashler, Vul, Wixted & Rohrer
  11. 2008Learning Styles: Concepts and EvidenceHarold Pashler, Mark McDaniel, Doug Rohrer & Robert Bjork
  12. 2008The Critical Importance of Retrieval for LearningJeffrey D. Karpicke & Henry L. Roediger III
  13. 2010The Effects of Interleaved PracticeKelli Taylor & Doug Rohrer
  14. 2013Self-Regulated Learning: Beliefs, Techniques, and IllusionsRobert A. Bjork, John Dunlosky & Nate Kornell
  15. 2014Learning How to LearnBarbara Oakley (TEDx Talks)
  16. 2015Learning Versus Performance: An Integrative ReviewNicholas C. Soderstrom & Robert A. Bjork
  17. 2018From Cognitive Load Theory to Collaborative Cognitive Load TheoryPaul A. Kirschner, John Sweller, Femke Kirschner & Jimmy Zambrano

Also covered elsewhere

This subject genuinely sits in more than one domain. These fields approach the same ground with different methods.

Elsewhere in Education & Learning