Improving Self-Regulated Learning With a Retrieval Practice Intervention

Repeated retrieval practice is a powerful learning tool for promoting long-term retention, but students use this tool ineffectively when regulating their learning. The current experiments evaluated the efficacy of a minimal intervention aimed at improving students’ self-regulated use of repeated retrieval practice. Across 2 experiments, students made decisions about when to study, engage in retrieval practice, or stop learning a set of foreign language word pairs. Some students received direct instruction about how to use repeated retrieval practice. These instructions emphasized the mnemonic benefits of retrieval practice over a less effective strategy (restudying) and told students how to use repeated retrieval practice to maximize their performance—specifically, that they should recall a translation correctly 3 times during learning. This minimal intervention promoted more effective self-regulated use of retrieval practice and better retention of the translations compared to a control group that received no instruction. Students who experienced this intervention also showed potential for long-term changes in self-regulated learning: They spontaneously used repeated retrieval practice 1 week later to learn new materials. These results provide a promising first step for developing guidelines for teaching students how to regulate their learning more effectively using repeated retrieval practice.

[1]  Huib K. Tabbers,et al.  The Effect of Retrieval Practice in Primary School Vocabulary Learning , 2014 .

[2]  A. Koriat Monitoring one's own knowledge during study : A cue-utilization approach to judgments of learning , 1997 .

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

[4]  John Dunlosky,et al.  Agenda-based regulation of study-time allocation: when agendas override item-based monitoring. , 2009, Journal of experimental psychology. General.

[5]  J. Dunlosky,et al.  Norms of paired-associate recall during multitrial learning of Swahili-English translation equivalents. , 1994, Memory.

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

[7]  Katherine A. Rawson,et al.  Relearning attenuates the benefits and costs of spacing. , 2013, Journal of experimental psychology. General.

[8]  John Dunlosky,et al.  Do students use testing and feedback while learning? A focus on key concept definitions and learning to criterion , 2015 .

[9]  Shana K. Carpenter,et al.  Using Tests to Enhance 8 th Grade Students ’ Retention of U . S . History Facts y , z , 2009 .

[10]  T. Jaeger,et al.  Categorical Data Analysis: Away from ANOVAs (transformation or not) and towards Logit Mixed Models. , 2008, Journal of memory and language.

[11]  Gilles O. Einstein,et al.  The Testing Effect: Illustrating a Fundamental Concept and Changing Study Strategies , 2012 .

[12]  John Dunlosky,et al.  Improving Students’ Learning With Effective Learning Techniques: Promising Directions From Cognitive and Educational Psychology , 2012 .

[13]  Phillip J. Grimaldi,et al.  Normative multitrial recall performance, metacognitive judgments, and retrieval latencies for Lithuanian—English paired associates , 2010, Behavior research methods.

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

[15]  Jeffrey D. Karpicke,et al.  Metacognitive strategies in student learning: Do students practise retrieval when they study on their own? , 2009, Memory.

[16]  Jeffrey D. Karpicke,et al.  Retrieval-based learning: The need for guided retrieval in elementary school children , 2014 .

[17]  Jeffrey D. Karpicke,et al.  Retrieval Practice Produces More Learning than Elaborative Studying with Concept Mapping , 2011, Science.

[18]  Aaron S Benjamin,et al.  Metacognition of the testing effect: Guiding learners to predict the benefits of retrieval , 2013, Memory & cognition.

[19]  Mark A. McDaniel,et al.  Discovery Learning and Transfer of Problem-Solving Skills , 1990 .

[20]  Lisa K. Son,et al.  Learners’ choices and beliefs about self-testing , 2009, Memory.

[21]  Naomi J. Aldrich,et al.  Does Discovery-Based Instruction Enhance Learning?. , 2011 .

[22]  J. Dunlosky,et al.  The sensitivity of judgment-of-learning resolution to past test performance, new learning, and forgetting , 2011, Memory & cognition.

[23]  Michael J. Serra,et al.  People use the memory for past-test heuristic as an explicit cue for judgments of learning , 2014, Memory & cognition.

[24]  John M. Gardiner,et al.  Memory for remembered events: An assessment of output monitoring in free recall , 1976 .

[25]  Wolfgang Schneider,et al.  The Development of Metacognitive Knowledge in Children and Adolescents , 2016 .

[26]  Lisa K. Son,et al.  Judgments of learning: Evidence for a two-stage process , 2005, Memory & cognition.

[27]  Veronica X. Yan,et al.  On the difficulty of mending metacognitive illusions: A priori theories, fluency effects, and misattributions of the interleaving benefit. , 2016, Journal of experimental psychology. General.

[28]  K. Rawson,et al.  Retrieval attempts enhance learning, but retrieval success (versus failure) does not matter. , 2015, Journal of experimental psychology. Learning, memory, and cognition.

[29]  Katherine A Rawson,et al.  Diagnosing Criterion-Level Effects on Memory , 2011, Psychological science.

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

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

[32]  Susan M. Barnett,et al.  When and where do we apply what we learn? A taxonomy for far transfer. , 2002, Psychological bulletin.

[33]  J. Gardiner,et al.  Memory for Remembered Events: Contrasting Recall and Recognition. , 1976 .

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

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

[36]  M. Carr,et al.  “Spontaneous” strategy use: Perspectives from metacognitive theory☆ , 1987 .

[37]  Eugene B. Zechmeister,et al.  Judgments of knowing: The influence of retrieval practice. , 1980 .

[38]  Jarrod C. Hines,et al.  Test Framing Generates a Stability Bias for Predictions of Learning by Causing People to Discount their Learning Beliefs. , 2014, Journal of memory and language.

[39]  John Dunlosky,et al.  Toward a general model of self-regulated study: An analysis of selection of items for study and self-paced study time. , 1999 .

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

[41]  John Dunlosky,et al.  Does the Sensitivity of Judgments of Learning (JOLs) to the Effects of Various Study Activities Depend on When the JOLs Occur , 1994 .

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

[43]  Janet Metcalfe,et al.  Is study time allocated selectively to a region of proximal learning? , 2002, Journal of experimental psychology. General.

[44]  John Dunlosky,et al.  Training Programs to Improve Learning in Later Adulthood: Helping Older Adults Educate Themselves , 1998 .

[45]  John Dunlosky,et al.  Self-regulated learning and the allocation of study time. , 2011 .

[46]  John H. Flavell,et al.  Developmental changes in apportionment of study time among items in a multitrial free recall task , 1973 .

[47]  Mark A. McDaniel,et al.  Test-Enhanced Learning in a Middle School Science Classroom: The Effects of Quiz Frequency and Placement. , 2011 .

[48]  W. Schneider,et al.  The effects of incentives and instructions on children's allocation of study time , 2004 .

[49]  M. Pressley,et al.  Completeness of instruction and strategy transfer , 1984 .

[50]  John Dunlosky,et al.  Study strategies of college students: Are self-testing and scheduling related to achievement? , 2011, Psychonomic Bulletin & Review.

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

[52]  John Dunlosky,et al.  Establishing and explaining the testing effect in free recall for young children. , 2014, Developmental psychology.

[53]  Milena K. Nigam,et al.  The Equivalence of Learning Paths in Early Science Instruction: Effects of Direct Instruction and Discovery Learning , 2022 .

[54]  R. Bjork,et al.  Self-regulated Study 1 Running Head : SELF-REGULATED STUDY Optimizing self-regulated study : The benefits — and costs — of dropping flashcards , 2012 .

[55]  Matthew G. Rhodes,et al.  Instructor and student knowledge of study strategies , 2016, Memory.

[56]  John Dunlosky,et al.  Improving college students’ evaluation of text learning using idea-unit standards , 2011, Quarterly journal of experimental psychology.

[57]  John Dunlosky,et al.  Overconfidence produces underachievement: Inaccurate self evaluations undermine students’ learning and retention , 2012 .

[58]  Katherine A. Rawson,et al.  Repeated retrieval practice and item difficulty: Does criterion learning eliminate item difficulty effects? , 2013, Psychonomic bulletin & review.

[59]  J. Dunlosky,et al.  Updating knowledge about encoding strategies: a componential analysis of learning about strategy effectiveness from task experience. , 2000, Psychology and aging.

[60]  Edgar Erdfelder,et al.  G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences , 2007, Behavior research methods.

[61]  John Dunlosky,et al.  Optimizing schedules of retrieval practice for durable and efficient learning: how much is enough? , 2011, Journal of experimental psychology. General.

[62]  Asher Koriat,et al.  Mending metacognitive illusions: a comparison of mnemonic-based and theory-based procedures. , 2006, Journal of experimental psychology. Learning, memory, and cognition.

[63]  Patricia A. S. Ralston,et al.  Spaced Retrieval Practice Increases College Students’ Short- and Long-Term Retention of Mathematics Knowledge , 2016 .

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

[65]  Janet Metcalfe,et al.  Judgments of Learning are Influenced by Memory for Past Test. , 2008, Journal of memory and language.

[66]  J. Metcalfe,et al.  A Region of Proximal Learning Model of Study Time Allocation Journal of Memory and Language , 2005 .

[67]  Jeffrey D. Karpicke Retrieval-Based Learning: A Decade of Progress , 2017 .