Educational Psychology Review

, Volume 24, Issue 3, pp 401–418 | Cite as

Retrieval-Based Learning: A Perspective for Enhancing Meaningful Learning

Review Article

Abstract

Learning is often identified with the acquisition, encoding, or construction of new knowledge, while retrieval is often considered only a means of assessing knowledge, not a process that contributes to learning. Here, we make the case that retrieval is the key process for understanding and for promoting learning. We provide an overview of recent research showing that active retrieval enhances learning, and we highlight ways researchers have sought to extend research on active retrieval to meaningful learning—the learning of complex educational materials as assessed on measures of inference making and knowledge application. However, many students lack metacognitive awareness of the benefits of practicing active retrieval. We describe two approaches to addressing this problem: classroom quizzing and a computer-based learning program that guides students to practice retrieval. Retrieval processes must be considered in any analysis of learning, and incorporating retrieval into educational activities represents a powerful way to enhance learning.

Keywords

Retrieval Learning Metacognition Meaningful learning 

References

  1. Agarwal, P. K., Karpicke, J. D., Kang, S. H. K., Roediger, H. L., & McDermott, K. B. (2008). Examining the testing effect with open- and closed-book tests. Applied Cognitive Psychology, 22, 861–876.CrossRefGoogle Scholar
  2. Anderson, R. C., & Pichert, J. W. (1978). Recall of previously unrecallable information following a shift in perspective. Journal of Verbal Learning and Verbal Behavior, 17, 1–12.CrossRefGoogle Scholar
  3. Ausubel, D. P. (1968). Educational psychology: A cognitive view. New York: Holt, Rinehart, and Winston.Google Scholar
  4. Butler, A. C., & Roediger, H. L. (2007). Testing improves long-term retention in a simulated classroom setting. European Journal of Cognitive Psychology, 19, 514–527.CrossRefGoogle Scholar
  5. Campbell, J., & Mayer, R. E. (2009). Questioning as an instructional method: Does it affect learning from lectures? Applied Cognitive Psychology, 23, 747–759.CrossRefGoogle Scholar
  6. Dunlosky, J. & Rawson, K. A. (2012). Overconfidence produces underachievement: Inaccurate self evaluations undermine students’ learning and retention. Learning and Instruction, 22, 271–280.Google Scholar
  7. Grimaldi, P. J., & Karpicke, J. D. (2012a). When and why do retrieval attempts enhance subsequent encoding? Memory & Cognition, 40, 505–513.CrossRefGoogle Scholar
  8. Grimaldi, P. J., & Karpicke, J. D. (2012b). Guided retrieval of complex educational materials using computerized scoring. Unpublished manuscript, Purdue University.Google Scholar
  9. Izawa, C. (1970). Optimal potentiating effects and forgetting-prevention effects of tests in paired associate learning. Journal of Experimental Psychology, 83, 340–344.CrossRefGoogle Scholar
  10. Kang, S. H. K., McDermott, K. B., & Roediger, H. L. (2007). Test format and corrective feedback modulate the effect of testing on memory retention. European Journal of Cognitive Psychology, 19, 528–558.CrossRefGoogle Scholar
  11. Karpicke, J. D. (2009). Metacognitive control and strategy selection: Deciding to practice retrieval during learning. Journal of Experimental Psychology: General, 138, 469–486.CrossRefGoogle Scholar
  12. Karpicke, J. D. (2012). Retrieval-based learning: Active retrieval promotes meaningful learning. Current Directions in Psychological Science, 21, 157–163.CrossRefGoogle Scholar
  13. Karpicke, J. D., & Bauernschmidt, A. (2011). Spaced retrieval: Absolute spacing enhances learning regardless of relative spacing. Journal of Experimental Psychology: Learning, Memory, and Cognition, 37, 1250–1257.Google Scholar
  14. Karpicke, J. D., & Blunt, J. R. (2011). Retrieval practice produces more learning than elaborative studying with concept mapping. Science, 331, 772–775.CrossRefGoogle Scholar
  15. Karpicke, J. D., & Roediger, H. L. (2007). Repeated retrieval during learning is the key to long-term retention. Journal of Memory and Language, 57, 151–162.CrossRefGoogle Scholar
  16. Karpicke, J. D., & Roediger, H. L. (2008). The critical importance of retrieval for learning. Science, 319, 966–968.CrossRefGoogle Scholar
  17. Karpicke, J. D., & Roediger, H. L. (2010). Is expanding retrieval a superior method for learning text materials? Memory & Cognition, 38, 116–124.CrossRefGoogle Scholar
  18. Karpicke, J. D., & Smith, M. A. (2012). Separate mnemonic effects of retrieval practice and elaborative encoding. Journal of Memory and Language, 67, 17–29.Google Scholar
  19. Karpicke, J. D., & Zaromb, F. M. (2010). Retrieval mode distinguishes the testing effect from the generation effect. Journal of Memory and Language, 62, 227–239.CrossRefGoogle Scholar
  20. Karpicke, J. D., Butler, A. C., & Roediger, H. L. (2009). Metacognitive strategies in student learning: Do students practice retrieval when they study on their own? Memory, 17, 471–479.CrossRefGoogle Scholar
  21. Koriat, A. (2007). Metacognition and consciousness. In P. D. Zelazo, M. Moscovitch, & E. Thompson (Eds.), Cambridge handbook of consciousness (pp. 289–325). New York: Cambridge University Press.CrossRefGoogle Scholar
  22. Kornell, N., Hays, M. J., & Bjork, R. A. (2009). Unsuccessful retrieval attempts enhance subsequent learning. Journal of Experimental Psychology: Learning, Memory, & Cognition, 35, 989–998.CrossRefGoogle Scholar
  23. Leacock, C., & Chodorow, M. (2003). C-rater: Automated scoring of short-answer questions. Computers and the Humanities, 37, 389–405.CrossRefGoogle Scholar
  24. Leeming, F. C. (2002). The exam-a-day procedure improves performance in psychology classes. Teaching of Psychology, 29, 210–212.CrossRefGoogle Scholar
  25. Lyle, K. B., & Crawford, N. A. (2011). Retrieving essential material at the end of lectures improves performance on statistics exams. Teaching of Psychology, 38, 94–97.CrossRefGoogle Scholar
  26. Mayer, R. E. (2008). Learning and instruction (2nd ed.). Upper Saddle River: Pearson Merrill Prentice Hall.Google Scholar
  27. Mayer, R. E., Stull, A., DeLeeuw, K., Almeroth, K., Bimber, B., Chun, D., et al. (2009). Clickers in college classrooms: Fostering learning with questioning methods in large lecture classes. Contemporary Educational Psychology, 34, 51–57.CrossRefGoogle Scholar
  28. McDaniel, M. A., Howard, D. C., & Einstein, G. O. (2009). The read-recite-review study strategy: Effective and portable. Psychological Science, 20, 516–522.CrossRefGoogle Scholar
  29. McDaniel, M. A., Agarwal, P. K., Huelser, B. J., McDermott, K. B., & Roediger, H. L. (2011). Test-enhanced learning in a middle school science classroom: The effects of quiz frequency and placement. Journal of Educational Psychology, 103, 399–414.CrossRefGoogle Scholar
  30. Nairne, J. S., Riegler, G. L., & Serra, M. (1991). Dissociative effects of generation on item and order retention. Journal of Experimental Psychology. Learning, Memory & Cognition, 17, 702–709.CrossRefGoogle Scholar
  31. Narloch, R., Garbin, C. P., & Turnage, K. D. (2006). Benefits of prelecture quizzes. Teaching of Psychology, 33, 109–112.CrossRefGoogle Scholar
  32. Neisser, U. (1967). Cognitive psychology. New York: Appleton.Google Scholar
  33. Novak, J. D. (2005). Results and implications of a 12-year longitudinal study of science concept learning. Research In Science Education, 35, 23–40.CrossRefGoogle Scholar
  34. Novak, J. D., & Gowin, D. B. (1984). Learning how to learn. Cambridge: Cambridge University Press.CrossRefGoogle Scholar
  35. Palincsar, A. S. (1998). Keepting the metaphor of scaffolding fresh—A response to C. Addison Stone’s “The metaphor of scaffolding: Its utility for the field of learning disabilities”. Journal of Learning Disabilities, 31, 370–373.CrossRefGoogle Scholar
  36. Pintrich, P. R. (2003). A motivational science perspective on the role of student motivation in learning and teaching contexts. Journal of Educational Psychology, 95, 667–686.CrossRefGoogle Scholar
  37. Pyc, M. A., & Rawson, K. A. (2010). Why testing improves memory: Mediator effectiveness hypothesis. Science, 333, 335.Google Scholar
  38. Raaijmakers, J. G. W., & Shiffrin, R. M. (1981). Search of associative memory. Psychological Review, 88, 93–134.CrossRefGoogle Scholar
  39. Richland, L. E., Kornell, N., & Kao, L. S. (2009). The pretesting effect: Do unsuccessful retrieval attempts enhance learning? Journal of Experimental Psychology: Applied, 15, 243–257.CrossRefGoogle Scholar
  40. Roediger, H. L. (1980). Memory metaphors in cognitive psychology. Memory & Cognition, 8, 231–246.CrossRefGoogle Scholar
  41. Roediger, H. L. (2000). Why retrieval is the key process to understanding human memory. In E. Tulving (Ed.), Memory, consciousness and the brain: The Tallinn conference (pp. 52–75). Philadelphia: Psychology Press.Google Scholar
  42. Roediger, H. L., & Guynn, M. J. (1996). Retrieval processes. In E. L. Bjork & R. A. Bjork (Eds.), Memory (pp. 197–236). San Diego: Academic.CrossRefGoogle Scholar
  43. Roediger, H. L., & Karpicke, J. D. (2006a). The power of testing memory: Basic research and implications for educational practice. Perspectives on Psychological Science, 1, 181–210.CrossRefGoogle Scholar
  44. Roediger, H. L., & Karpicke, J. D. (2006b). Test enhanced learning: Taking memory tests improves long-term retention. Psychological Science, 17, 249–255.CrossRefGoogle Scholar
  45. Roediger, H. L., Agarwal, P. K., McDaniel, M. A., & McDermott, K. B. (2011). Test-enhanced learning in the classroom: Long-term improvements from quizzing. Journal of Experimental Psychology: Applied, 17, 382–395.CrossRefGoogle Scholar
  46. Slamecka, N. J., & Katsaiti, L. T. (1987). The generation effect as an artifact of selective displaced rehearsal. Journal of Memory and Language, 26, 589–607.CrossRefGoogle Scholar
  47. Stokes, D. E. (1997). Pasteur’s Quadrant: Basic science and technological innovation. Washington D.C.: Brookings Institution Press.Google Scholar
  48. Stone, C. A. (1998). The metaphor of scaffolding: Its utility for the field of learning disabilities. Journal of Learning Disabilities, 31, 344–364.CrossRefGoogle Scholar
  49. Tulving, E. (1974). Cue-dependent forgetting. American Scientist, 62, 74–82.Google Scholar
  50. Tulving, E. (1983). Elements of episodic memory. New York: Oxford University Press.Google Scholar
  51. Wittrock, M. C. (1974). Learning as a generative activity. Educational Psychologist, 11, 87–95.CrossRefGoogle Scholar

Copyright information

© Springer Science+Business Media, LLC 2012

Authors and Affiliations

  1. 1.Department of Psychological SciencesPurdue UniversityWest LafayetteUSA

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