Chapter 23 Further Reading: Academic Learning

Foundational Research

Roediger, H. L., III, & Karpicke, J. D. (2006). "Test-enhanced learning: Taking memory tests improves long-term retention." Psychological Science, 17(3), 249–255. The seminal experiment demonstrating the testing effect — the finding that retrieval practice produces substantially better long-term retention than rereading. A clean, readable study that shows the mechanism directly. Essential reading if you want to understand why the core recommendation of this chapter works.

Kornell, N., & Bjork, R. A. (2008). "Learning concepts and categories: Is spacing the 'enemy of induction'?" Psychological Science, 19(6), 585–592. Demonstrates that interleaved practice in learning categories produces better discrimination and transfer than blocked practice, even though it feels harder. Directly relevant to the interleaved problem-solving recommendation for STEM exams.

Bjork, E. L., & Bjork, R. A. (2011). "Making things hard on yourself, but in a good way: Creating desirable difficulties to enhance learning." In M. A. Gernsbacher et al. (Eds.), Psychology and the Real World. Worth Publishers. The accessible overview of "desirable difficulties" — the category of learning strategies (including retrieval practice, spacing, and interleaving) that feel harder but produce better long-term retention. Excellent chapter-length treatment of the research underlying this book's recommendations.

Book-Length Treatments

Brown, P. C., Roediger, H. L., & McDaniel, M. A. (2014). Make It Stick: The Science of Successful Learning. Harvard University Press. The best general-audience book on evidence-based learning strategies. Written by leading cognitive psychologists, it covers retrieval practice, spaced repetition, interleaving, and elaboration in readable form. The go-to recommendation for students who want to understand the research more deeply.

Dunlosky, J., et al. (2013). "Improving students' learning with effective learning techniques: Promising directions from cognitive and educational psychology." Psychological Science in the Public Interest, 14(1), 4–58. A comprehensive meta-analysis of ten common learning techniques, rating each one from "high utility" to "low utility" based on evidence. Retrieval practice and distributed practice are rated high utility. Highlighting and rereading are rated low utility. The original source underlying many of this chapter's recommendations. Freely available online.

Weinstein, Y., Sumeracki, M., & Caviglioli, O. (2019). Understanding How We Learn: A Visual Guide to Learning Theory. Routledge. An accessible, visually rich introduction to the cognitive science of learning, written specifically for students and educators. Covers retrieval practice, spaced repetition, interleaving, and elaboration with diagrams and examples. Excellent complement to this chapter.

On Specific Strategies

Pauk, W., & Owens, R. J. Q. (2010). How to Study in College (10th ed.). Wadsworth. The original source of the Cornell notes method, developed at Cornell University in the 1950s. Pauk's book remains a practical, student-friendly guide to academic study skills. The Cornell notes system described in Chapter 23 is directly drawn from his work.

Robinson, F. P. (1970). Effective Study (4th ed.). Harper & Row. The original source of SQ3R, still readable and practical. Robinson's fundamental insight — that reading with questions to answer is fundamentally different from reading to absorb — has been extensively validated in subsequent research.

Bloom, B. S. (1984). "The 2 sigma problem: The search for methods of group instruction as effective as one-to-one tutoring." Educational Researcher, 13(6), 4–16. The original paper documenting that individual tutoring produces learning outcomes approximately two standard deviations above average classroom instruction. This paper is the foundation of the office hours recommendation in Chapter 23.

On Metacognition and Self-Regulated Learning

Flavell, J. H. (1979). "Metacognition and cognitive monitoring: A new area of cognitive–developmental inquiry." American Psychologist, 34(10), 906–911. The foundational paper defining metacognition — thinking about your own thinking — as a distinct cognitive ability. Flavell's framework underlies the metacognitive recommendations throughout this book.

Kruger, J., & Dunning, D. (1999). "Unskilled and unaware of it: How difficulties in recognizing one's own incompetence lead to inflated self-assessments." Journal of Personality and Social Psychology, 77(6), 1121–1134. The original Dunning-Kruger paper. Directly relevant to the illusion of competence problem: students (and people in general) systematically overestimate their competence in areas where they have limited knowledge. Retrieval practice is the corrective.

For Student-Facing Practical Guidance

Oakley, B. (2014). A Mind for Numbers: How to Excel at Math and Science (Even If You Flunked Algebra). TarcherPerigee. Despite the title, this is a broad practical guide to effective studying with particular depth on STEM topics. Covers focused vs. diffuse thinking, chunking, practice patterns, and procrastination. Well-grounded in neuroscience and highly actionable. One of the best student-facing books on the market.

Newport, C. (2008). How to Win at College: Surprising Secrets for Success from the Country's Top Students. Broadway Books. Newport's student-specific advice, some of which anticipates the learning science recommendations here. Particularly useful on managing a course load, strategic effort, and building academic credibility. Practical and concrete.

Carey, B. (2014). How We Learn: The Surprising Truth About When, Where, and Why It Happens. Random House. A science journalist's accessible account of the cognitive psychology of learning, covering many of the same studies as Make It Stick but with a slightly different emphasis on contextual and environmental factors. Good supplement or alternative to Make It Stick depending on your reading preferences.