Retrieval-Based Learning: An Episodic Context Account

Abstract Practicing retrieval is a powerful way to promote learning and long-term retention. This chapter addresses the theoretical underpinnings of retrieval-based learning. We review methodological issues in retrieval practice research, identify key findings to be accounted for, and evaluate current candidate theories. We propose an episodic context account of retrieval-based learning, which explains retrieval practice in terms of context reinstatement, context updating, and restriction of the search set. Retrieval practice involves attempting to reinstate a prior learning context, and when retrieval is successful, the representation of context is updated to include features of retrieved contexts and the current context. Future retrieval is enhanced because updated context representations can be used to restrict the search set and hone in on a desired target. The context account accommodates a wide variety of phenomena in the retrieval practice literature and provides a comprehensive and cohesive account of retrieval-based learning.

[1]  Zachary A. Rosner,et al.  Generation and context memory. , 2006, Journal of experimental psychology. Learning, memory, and cognition.

[2]  Jeffrey D. Karpicke,et al.  Spaced retrieval: absolute spacing enhances learning regardless of relative spacing. , 2011, Journal of experimental psychology. Learning, memory, and cognition.

[3]  Jeffrey D. Karpicke,et al.  Retrieval Mode Distinguishes the Testing Effect from the Generation Effect. , 2010 .

[4]  B. Fischhoff,et al.  Journal of Experimental Psychology: Human Learning and Memory , 1980 .

[5]  Robert A. Bjork,et al.  Optimum rehearsal patterns and name learning , 1978 .

[6]  A. Glenberg,et al.  Component-levels theory of the effects of spacing of repetitions on recall and recognition , 1979, Memory & cognition.

[7]  Mark A. McDaniel,et al.  Altering memory representations through retrieval. , 1985 .

[8]  Matthew G. Rhodes,et al.  Modes of cognitive control in recognition and source memory: Depth of retrieval , 2005, Psychonomic bulletin & review.

[9]  Katherine A. Rawson,et al.  Testing the retrieval effort hypothesis: Does greater difficulty correctly recalling information lead to higher levels of memory? , 2009 .

[10]  J. Deese The psychology of learning , 1952 .

[11]  W. Kintsch,et al.  Differential effects of study and test trials on long-term recognition and recall , 1971 .

[12]  H. Pashler,et al.  Divided attention: An undesirable difficulty in memory retention , 2013, Memory & Cognition.

[13]  J. Raaijmakers,et al.  Rethinking inhibition theory: On the problematic status of the inhibition theory for forgetting , 2013 .

[14]  Nicole M. Dudukovic,et al.  Attention during memory retrieval enhances future remembering , 2009, Memory & cognition.

[15]  Marcia K. Johnson,et al.  Source monitoring. , 1993, Psychological bulletin.

[16]  D. Spalding The Principles of Psychology , 1873, Nature.

[17]  Robert A. Bjork,et al.  Learning from tests: Effects of spacing , 1977 .

[18]  Leo Postman,et al.  Encoding variability and retention , 1983 .

[19]  Jeffrey D. Karpicke,et al.  Automatic processing influences free recall: converging evidence from the process dissociation procedure and remember-know judgments , 2011, Memory & cognition.

[20]  C A Nelson,et al.  Learning to Learn , 2017, Encyclopedia of Machine Learning and Data Mining.

[21]  Henry L. Roediger,et al.  Testing improves long-term retention in a simulated classroom setting , 2007 .

[22]  Michael C. Anderson,et al.  Remembering can cause forgetting: retrieval dynamics in long-term memory. , 1994, Journal of experimental psychology. Learning, memory, and cognition.

[23]  Marc W. Howard,et al.  A distributed representation of temporal context , 2002 .

[24]  J. Raaijmakers,et al.  A model for contextual fluctuation , 1989 .

[25]  Marc W Howard,et al.  A context-based theory of recency and contiguity in free recall. , 2008, Psychological review.

[26]  R. L. Greene,et al.  2.06 – Repetition and Spacing Effects , 2008 .

[27]  Peter P J L Verkoeijen,et al.  Comparing the effects of testing and restudying on recollection in recognition memory. , 2011, Experimental psychology.

[28]  Jeffrey D. Karpicke,et al.  Test-Enhanced Learning , 2006, Psychological science.

[29]  Jeffrey D. Karpicke,et al.  The Critical Importance of Retrieval for Learning , 2008, Science.

[30]  R. Shiffrin,et al.  Search of associative memory. , 1981 .

[31]  Robert A. Bjork,et al.  A new theory of disuse and an old theory of stimulus fluctuation , 1992 .

[32]  K. Bäuml,et al.  The critical role of retrieval processes in release from proactive interference , 2013 .

[33]  Michael J Kahana,et al.  Contextual Variability in Free Recall. , 2011, Journal of memory and language.

[34]  K. McDermott Paradoxical effects of testing: Repeated retrieval attempts enhance the likelihood of later accurate and false recall , 2006, Memory & cognition.

[35]  Shana K. Carpenter,et al.  Impoverished cue support enhances subsequent retention: Support for the elaborative retrieval explanation of the testing effect , 2006, Memory & cognition.

[36]  John D. Bransford,et al.  Levels of processing versus transfer appropriate processing , 1977 .

[37]  R. Shiffrin,et al.  A model for recognition memory: REM—retrieving effectively from memory , 1997, Psychonomic bulletin & review.

[38]  Marina Weber,et al.  Elements Of Episodic Memory , 2016 .

[39]  A. Stillwell,et al.  Effects of encoding variability and spacing on frequency discrimination , 1995 .

[40]  E. Tulving Memory and consciousness. , 1985 .

[41]  A. C. Butler,et al.  The critical role of retrieval practice in long-term retention , 2011, Trends in Cognitive Sciences.

[42]  Jeffrey D. Karpicke,et al.  When and why do retrieval attempts enhance subsequent encoding? , 2012, Memory & cognition.

[43]  K. Malmberg,et al.  Improving memory after environmental context change: A strategy of “preinstatement” , 2013, Psychonomic bulletin & review.

[44]  Michael J Kahana,et al.  Compound cuing in free recall. , 2014, Journal of experimental psychology. Learning, memory, and cognition.

[45]  James S. Nairne,et al.  Adaptive Memory: Evolutionary Constraints on Remembering , 2010 .

[46]  N. Mackintosh Psychology of Human Learning , 1965, Nature.

[47]  K. Malmberg,et al.  A global theory of remembering and forgetting from multiple lists. , 2009, Journal of experimental psychology. Learning, memory, and cognition.

[48]  W. The Situation with Respect to the Spacing of Repetitions and Memory , 2005 .

[49]  L. Jacoby A process dissociation framework: Separating automatic from intentional uses of memory , 1991 .

[50]  Jeffrey D. Karpicke,et al.  Toward an episodic context account of retrieval-based learning: dissociating retrieval practice and elaboration. , 2014, Journal of experimental psychology. Learning, memory, and cognition.

[51]  Adam L. Putnam,et al.  Does response mode affect amount recalled or the magnitude of the testing effect? , 2013, Memory & cognition.

[52]  Douglas L. Hintzman,et al.  MEMORY FOR THE SPACING OF REPETITIONS , 1973 .

[53]  M. Watkins,et al.  Buildup of Proactive Inhibition as a Cue-Overload Effect. , 1975 .

[54]  Douglas L. Nelson,et al.  Encoding context and set size. , 1979 .

[55]  Peter P. J. L. Verkoeijen,et al.  Spacing and Testing Effects: A Deeply Critical, Lengthy, and At Times Discursive Review of the Literature , 2010 .

[56]  J. Byrne Learning and memory : a comprehensive reference , 2008 .

[57]  Sean M. Polyn,et al.  A context maintenance and retrieval model of organizational processes in free recall. , 2009, Psychological review.

[58]  R. Bjork Memory and metamemory considerations in the training of human beings. , 1994 .

[59]  Henry L. Roediger,et al.  Generalizing test-enhanced learning from the laboratory to the classroom , 2007, Psychonomic bulletin & review.

[60]  F. Craik,et al.  Depth of processing and the retention of words , 1975 .

[61]  Gene A. Brewer,et al.  The effects of free recall testing on subsequent source memory , 2010, Memory.

[62]  Jeffrey D. Karpicke,et al.  Separate mnemonic effects of retrieval practice and elaborative encoding , 2012 .

[63]  Aimée M. Surprenant,et al.  Principles of Memory , 2009 .

[64]  Henry L. Roediger,et al.  Ten benefits of testing and their applications to educational practice. , 2011 .

[65]  M. McDaniel,et al.  Testing the testing effect in the classroom , 2007 .

[66]  Henry L. Roediger,et al.  Test format and corrective feedback modify the effect of testing on long-term retention , 2007 .

[67]  Jeffrey D. Karpicke,et al.  Learning with retrieval-based concept mapping. , 2014 .

[68]  R. Bjork,et al.  Unsuccessful retrieval attempts enhance subsequent learning. , 2009, Journal of experimental psychology. Learning, memory, and cognition.

[69]  Aaron S. Benjamin,et al.  What makes distributed practice effective? , 2010, Cognitive Psychology.

[70]  Fraser A. Bleasdale,et al.  Retrieval difficulty and subsequent recall , 1973, Memory & cognition.

[71]  Jeffrey D. Karpicke,et al.  Guided Retrieval Practice of Educational Materials Using Automated Scoring , 2014 .

[72]  Edwina E. Abott ON THE ANALYSIS OF THE FACTOR OF RECALL IN THE LEARNING PROCESS , 1909 .

[73]  Shana K. Carpenter,et al.  Semantic information activated during retrieval contributes to later retention: Support for the mediator effectiveness hypothesis of the testing effect. , 2011, Journal of experimental psychology. Learning, memory, and cognition.

[74]  Cheryl I. Johnson,et al.  A Testing Effect with Multimedia Learning , 2009 .

[75]  F. Craik The fate of primary memory items in free recall , 1970 .

[76]  J. Wixted,et al.  Analyzing the dynamics of free recall: An integrative review of the empirical literature , 1994, Psychonomic bulletin & review.

[77]  Edward Vul,et al.  What types of learning are enhanced by a cued recall test? , 2006, Psychonomic bulletin & review.

[78]  R. Bjork,et al.  Why Tests Appear to Prevent Forgetting: A Distribution-Based Bifurcation Model. , 2011 .

[79]  Alan S. Brown,et al.  Information Processing and Cognition: The Loyola Symposium , 1976 .

[80]  G. Bower,et al.  THE PSYCHOLOGY OF LEARNING AND M·OTIVATION , 2001 .

[81]  John A. Glover,et al.  The "Testing" Phenomenon: Not Gone but Nearly Forgotten , 1989 .

[82]  Daniel L. Schacter,et al.  Reducing false recognition with criterial recollection tests: Distinctiveness heuristic versus criterion shifts , 2004 .

[83]  Jeffrey D. Karpicke,et al.  Covert retrieval practice benefits retention as much as overt retrieval practice. , 2013, Journal of experimental psychology. Learning, memory, and cognition.

[84]  Robert A Bjork,et al.  When does testing enhance retention? A distribution-based interpretation of retrieval as a memory modifier. , 2011, Journal of experimental psychology. Learning, memory, and cognition.

[85]  Jeffrey D. Karpicke,et al.  Metacognitive control and strategy selection: deciding to practice retrieval during learning. , 2009, Journal of experimental psychology. General.

[86]  Shana K. Carpenter Testing Enhances the Transfer of Learning , 2012 .

[87]  James S. Nairne,et al.  Modeling Distinctiveness: Implications for General Memory Theory , 2006 .

[88]  E. Masicampo,et al.  Imagining another context during encoding offsets context-dependent forgetting. , 2014, Journal of experimental psychology. Learning, memory, and cognition.

[89]  J. S. Nairne The myth of the encoding-retrieval match , 2002, Memory.

[90]  Shana K. Carpenter,et al.  Cue strength as a moderator of the testing effect: the benefits of elaborative retrieval. , 2009, Journal of experimental psychology. Learning, memory, and cognition.

[91]  Mark A. McDaniel,et al.  Tests and test feedback as learning sources , 1991 .

[92]  Henry L. Roediger,et al.  Repeated retrieval during learning is the key to long-term retention , 2007 .

[93]  Henry L. Roediger,et al.  Examining the Testing Effect with Open-and Closed-book Tests , 2022 .

[94]  Andrew C Butler,et al.  Repeated testing produces superior transfer of learning relative to repeated studying. , 2010, Journal of experimental psychology. Learning, memory, and cognition.

[95]  E. Martin,et al.  Stimulus meaningfulness and paired-associate transfer: an encoding variability hypothesis. , 1968, Psychological review.

[96]  Benjamin C. Storm The Benefit of Forgetting in Thinking and Remembering , 2011 .

[97]  M. Kahana,et al.  A retrieved context account of spacing and repetition effects in free recall. , 2014, Journal of experimental psychology. Learning, memory, and cognition.

[98]  Lnnny L. Jecosy On Interpreting the Effects of Repetition : Solving a Problem Versus Remembering a Solution , 2010 .

[99]  Doug Rohrer,et al.  Proactive interference and the dynamics of free recall. , 1993 .

[100]  Michael I. Posner,et al.  The Psychology of Learning. 2nd ed. , 1983 .

[101]  Amy H. Criss,et al.  Putting Context in Context. , 2007 .

[102]  Jeffrey D. Karpicke Retrieval-Based Learning , 2012 .

[103]  Ronald J. Nungester,et al.  Testing Effects Measured with Alternate Test Forms , 1982 .

[104]  F. N. Dempster,et al.  Distributing and Managing the Conditions of Encoding and Practice , 1996 .

[105]  Sean H. K. Kang Enhancing visuospatial learning: The benefit of retrieval practice , 2010, Memory & cognition.

[106]  K. Szpunar,et al.  Testing during study insulates against the buildup of proactive interference. , 2008, Journal of experimental psychology. Learning, memory, and cognition.

[107]  M. van Winsum-Westra,et al.  Spacing and repetition effects in human memory , 1990 .

[108]  Shana K. Carpenter,et al.  Application of the Testing and Spacing Effects to Name Learning , 2005 .

[109]  Henk G Schmidt,et al.  Detrimental influence of contextual change on spacing effects in free recall. , 2004, Journal of experimental psychology. Learning, memory, and cognition.

[110]  Jeffrey D. Karpicke,et al.  Expanding retrieval practice promotes short-term retention, but equally spaced retrieval enhances long-term retention. , 2007, Journal of experimental psychology. Learning, memory, and cognition.

[111]  N. J. Slamecka,et al.  The Generation Effect: Delineation of a Phenomenon , 1978 .

[112]  Jeffrey D. Karpicke,et al.  The Power of Testing Memory Basic Research and Implications for Educational Practice , 2006 .

[113]  Robert L. Greene,et al.  Spacing effects in memory: evidence for a two-process account , 1989 .

[114]  W. Estes Statistical theory of spontaneous recovery and regression. , 1955, Psychological review.

[115]  Jeroen G. W. Raaijmakers,et al.  Spacing and repetition effects in human memory: application of the SAM model , 2003, Cogn. Sci..

[116]  Jonathan W. Kelly,et al.  Tests enhance retention and transfer of spatial learning , 2012, Psychonomic bulletin & review.

[117]  P. A. Kolers,et al.  Procedures of mind. , 1984 .

[118]  Remy M. J. P. Rikers,et al.  Learning Adinkra symbols: The effect of testing , 2011 .

[119]  Url PubMed Retrieval Practice Produces More Learning than Elaborative Studying with Concept Mapping , 2012 .

[120]  Richard C. Atkinson,et al.  Human Memory: A Proposed System and its Control Processes , 1968, Psychology of Learning and Motivation.

[121]  Hermann Ebbinghaus (1885) Memory: A Contribution to Experimental Psychology , 2013, Annals of Neurosciences.

[122]  Endel Tulving,et al.  Encoding specificity and retrieval processes in episodic memory. , 1973 .

[123]  Colin M. Macleod,et al.  The production effect: delineation of a phenomenon. , 2010, Journal of experimental psychology. Learning, memory, and cognition.

[124]  Bennet B. Murdock,et al.  Effects of Prior Free Recall Testing on Final Recall and Recognition. , 1971 .

[125]  N. G. Hanawalt,et al.  Memory trace for figures in recall and recognition , 1937 .

[126]  Kenneth J. Malmberg,et al.  A buffer model of memory encoding and temporal correlations in retrieval. , 2013, Psychological review.

[127]  D. Huber,et al.  Context retrieval and context change in free recall: recalling from long-term memory drives list isolation. , 2008, Journal of experimental psychology. Learning, memory, and cognition.

[128]  Kathleen B McDermott,et al.  The testing effect in recognition memory: a dual process account. , 2007, Journal of experimental psychology. Learning, memory, and cognition.

[129]  Jeffrey D. Karpicke,et al.  Retrieval-Based Learning: A Perspective for Enhancing Meaningful Learning , 2012 .

[130]  Michael J. Kahana,et al.  Effects of Spacing on Memory for Homogeneous Lists , 1993 .

[131]  Steven M. Smith Remembering In and Out of Context , 1979 .