Practicing Retrieval Facilitates Learning
Open accessAbstract
How do we go about learning new information? This article reviews the importance of practicing retrieval of newly experienced information if one wants to be able to retrieve it again in the future. Specifically, practicing retrieval shortly after learning can slow the forgetting process. This benefit can be seen across various material types, and it seems prevalent in all ages and learner abilities and on all types of test. It can also be used to enhance student learning in a classroom setting. I review theoretical understanding of this phenomenon (sometimes referred to as the testing effect or as retrieval-based learning) and consider directions for future research.
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Written from the paper’s full text.
TL;DR
This review argues that practicing retrieval after learning slows forgetting and improves later recall across materials, ages, and test formats, and that it can be applied in classrooms. It synthesizes historical and modern evidence and theoretical accounts while noting unresolved questions about mechanisms and individual differences.
Key findings
- Retrieval practice generally outperforms restudy for long-term retention. A meta-analysis of laboratory studies reported an overall testing effect of Hedges’ g = 0.50; in one experiment, restudy was slightly better at a 5-minute delay, but retrieval practice was better at 2-day and 1-week delays.
- Early studies showed similar benefits: Gates (1917) found that more recitation time during a 9-minute learning period improved nonsense-syllable recall, with mixed effects for biographies; Spitzer (1939) tested 3,605 sixth graders on ~600-word articles and found that at 21 days, students taking a second test averaged 8.15 correct answers while those taking a third test averaged 12.18.
- Glover (1989) found that an initial test without feedback improved final recall for an essay (0.38 vs. 0.16 recall probability) and a flower diagram (0.37 vs. 0.20).
- In classroom experiments, quizzed items outperformed nonquizzed items on unit exams: multiple-choice exam items scored 0.84–0.85 vs. 0.69, and short-answer items scored 0.60–0.61 vs. 0.40. Quizzing also beat restudying (0.81 vs. 0.62, with no-test at 0.55), and benefits persisted on a surprise end-of-semester test (0.66 vs. 0.50). Most of 1,302 middle school and 102 high school students reported no increase or a decrease in test anxiety after quizzing.
Methods
- Narrative review synthesizing historical experiments, modern laboratory studies, meta-analyses, and classroom-based experiments; no new primary data are reported.
- The review focuses mainly on the direct effect of retrieval practice, while also discussing mediated effects, and covers materials, age groups, test formats, retention intervals, individual differences, classroom extensions, and theoretical frameworks.
Limitations
- The author states that existing theoretical accounts lack precision and predictive power, that individual-difference research is premature because of difference-score reliability and scaling/ceiling/floor problems, that classroom studies often include feedback so direct versus mediated mechanisms are unclear, and that balancing retrieval effort with retrieval success is difficult.
- Evident from the text: the review is explicitly selective rather than exhaustive, much laboratory work relies on college students, and authentic classroom studies cannot provide a “clean” testing-effect design.
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Integrity signals
Registry
Cites
Statistics
Claims the paper makes
8 of 107 cited sources checked · 7 supported · 0 flagged · accuracy not yet measured
- Premisecitation
Carpenter & DeLosh (2006) report evidence consistent with the hypothesis that free recall is a more powerful memory enhancer than recognition.
“The literature on this question is not extensive, but Carpenter & DeLosh (2006) report evidence consistent with the hypothesis that free recall is a more powerful memory enhancer than recognition.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Carpenter & DeLosh 2006 source
- Premisecitation
College students do not appreciate that retrieval practice helps learning.
“But if you ask college students, who are fairly sophisticated learners, how to best learn new information, their answers suggest that they do not appreciate this fact (Blasiman et al. 2017, Karpicke et al. 2009, Kornell & Bjork 2007, McCabe 2011).”
Quote in the paperNot a substantial claim1 of 3 sources checked - Interpretationcitation
The beneficial effects of retrieval practice have been demonstrated across a variety of materials, including word lists, paired associates, nonverbal materials, face-name pairings, prose passages, science articles, videotaped lectures, and narrated animations.
“The beneficial effects of retrieval practice have been demonstrated across a variety of materials, as reviewed by Dunlosky et al. (2013).”
- Also stated in: § Materials · plain
“Effects of retrieval have also been seen on word lists (Carpenter & DeLosh 2006), paired associates (Allen et al. 1969, Carrier & Pashler 1992), nonverbal materials (Carpenter & Pashler 2007, Kang 2010, Rohrer et al. 2010), and face-name pairings (Morris & Fritz 2000).More educationally relevant stimuli demonstrate similar effects, as seen with prose passages (Glover 1989, Roediger & Karpicke 2006”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites Dunlosky et al. 2013 source
- cites Carpenter & DeLosh 2006 source
The paper’s Method describes experiments using word lists, and its introduction reports a testing benefit for previously presented pictures; it also discusses a study using general-knowledge facts. These passages support benefits across several kinds of material, but our copy does not establish the full list attributed to it, particularly science articles, videotaped lectures, and narrated animations. No page numbers are available in our copy. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites Butler & Roediger 2007 source
- Also stated in: § Materials · plain
- Premisecitation
Cognitive tasks that produce robust effects in experimental settings are often poorly suited for individual differences studies due to low between-participant reliability.
“Further, it is often the case that cognitive tasks that produce robust effects in experimental settings are poorly suited for individual differences studies due to low between-participant reliability (Hedge et al. 2018).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Hedge et al. 2018 source
- Premisecitation
Core classroom content can be better remembered on unit exams after low-stakes multiple-choice quizzing with immediate correct-answer feedback.
“In other studies, we have also repeatedly demonstrated that core classroom content can be better remembered on unit exams after lowstakes multiple-choice quizzing with immediate correct-answer feedback (McDaniel et al. 2007(McDaniel et al. , 2011(McDaniel et al. , 2013;;Roediger et al. 2011a).”
Quote in the paperSubstantial claim1 of 3 sources checked
- Premisecitation
The benefit of prior testing is much greater after 1 week than after 10 minutes.
“Other studies have shown a testing effect even at short interval; for example, Runquist (1983) found a benefit of prior testing after just 10 minutes, although the amount of benefit was much greater after 1 week.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Runquist 1983 source
- Premisecitation
Retrieval practice can enhance near transfer.
“The phenomenon of retrieval-induced facilitation has ties to the literature on transfer, which has shown that retrieval practice can enhance near transfer (Butler 2010, Kang et al. 2011, Rohrer et al. 2010).”
Quote in the paperSubstantial claim1 of 3 sources checked - Findingown data
Taking an initial quiz led to better performance than restudying on the unit exam (0.81 vs 0.62 proportions correct).
“As can be seen in Figure 5c, restudying the selected facts did not provide the same enhancement on the unit exam (see also Roediger et al. 2011a); taking an initial quiz led to much better performance than doing what amounts to studying the answer key of a quiz (0.81 and 0.62 proportions correct, respectively), with correct performance in the no-test condition at 0.55.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Roediger et al. 2011a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingown data
On the end-of-semester test, taking an initial quiz facilitated performance relative to restudying (0.66 vs 0.50).
“Taking an initial quiz facilitated performance relative to restudying (0.66 and 0.50, respectively).”
Quote in the paperSubstantial claim - Findingown data
Restudying selected facts did not provide the same enhancement on the unit exam as taking an initial quiz.
“As can be seen in Figure 5c, restudying the selected facts did not provide the same enhancement on the unit exam (see also Roediger et al. 2011a); taking an initial quiz led to much better performance than doing what amounts to studying the answer key of a quiz (0.81 and 0.62 proportions correct, respectively), with correct performance in the no-test condition at 0.55.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Roediger et al. 2011a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingown data
The earlier benefits of quizzing remained on a surprise end-of-semester test.
“When a surprise end-of-semester test was given to these same students, the earlier benefits of quizzing remained (Figure 5d).”
Quote in the paperSubstantial claim - Findingown data
Providing an answer key without asking students to attempt to retrieve is not as effective as quizzing.
“Providing an answer key (but not asking students to attempt to retrieve) is not as effective.”
Quote in the paperSubstantial claim - Findingown data
For multiple-choice unit exam questions, the likelihood of a correct answer was greater for either quiz type (0.84 for multiple choice and 0.85 for short answer) than when an initial quiz had not occurred (0.69 correct).
“Specifically, for the questions in multiple-choice format on the unit exam, the likelihood of a correct answer was greater for either quiz type (0.84 and 0.85 proportion of correct answers for multiple choice and short answer, respectively) compared to when an initial quiz had not occurred (0.69 correct).”
Quote in the paperSubstantial claim - Findingown data
For short-answer unit exam questions, students performed better if the question had been previously quizzed (0.60 for multiple choice and 0.61 for short answer) than if not quizzed (0.40 correct).
“Similarly, when the unit exam question was in the short-answer format, students performed better if the question had been previously quizzed (0.60 and 0.61 for multiple choice and short answer, respectively) relative to not quizzed (0.40 correct).”
Quote in the paperSubstantial claim - Findingown data
The effects of prior testing are long-lasting.
“A final observation with respect to retention interval is that the effects of prior testing are long-lasting, as can be seen in Figures 2 and 4 and as discussed below for even longer intervals in the extensions to classroom settings.”
Quote in the paperSubstantial claim - Interpretationnone given
Retrieval practice is one of the most effective ways of solidifying new knowledge.
“Indeed, retrieval practice is one of the most effective ways of solidifying new knowledge, although this fact is underappreciated by most learners (and teachers).”
Quote in the paperNot a substantial claim - Premisecitation
Taking an initial test relatively early-before too much forgetting set in-helped performance more than a delayed initial test.
“Further, taking the initial test relatively earlybefore too much forgetting set in-helped performance more than a delayed initial test.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Spitzer 1939 source
- Interpretationnone given
No materials have been identified for which retrieval practice does not help memory, in the absence of floor or ceiling effects or other confounding issues.
“Thus far, though, no materials have been identified for which retrieval practice does not help memory (in the absence of floor or ceiling effects or other confounding issues).”
Quote in the paperNot a substantial claim - Premisecitation
The benefit of initial tests without feedback can only be seen when the learner is reasonably successful on the initial test.
“Karpicke (2017; see also Karpicke et al. 2014b), who suggests that the benefit of initial tests (without feedback) can only be seen when the learner is reasonably successful on the initial test.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Karpicke 2017 source
- cites Karpicke et al. 2014b
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationown data
Taking a test can at least partially immunize a learner against forgetting.
“This pattern of results (since then demonstrated with other participant groups and other materials) has led researchers to suggest that taking a test can at least partially immunize a learner against forgetting.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Spitzer 1939 source
- Interpretationnone given
Practicing retrieval shortly after learning can slow the forgetting process.
“Specifically, practicing retrieval shortly after learning can slow the forgetting process.”
Quote in the paperSubstantial claim - Premisecitation
Rowland's (2014) meta-analysis demonstrates that the benefit of retrieval practice relative to restudy is sensitive to stimulus type, with prose and paired associates registering greater effects than single words or other materials.
“Rowland's (2014) meta-analysis demonstrates that the benefit of retrieval practice relative to restudy is indeed sensitive to the moderating influence of stimulus type, with prose and paired associates registering greater effects than single words or other materials (for which the number of relevant studies was rather low).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Rowland 2014 source
- Interpretationcitation
Even sophisticated learners can fail to appreciate that retrieval practice is an especially effective learning tool when the test is given after a substantial delay.
“Even sophisticated learners can fail to appreciate that retrieval practice is an especially effective learning tool when the test is given after a substantial delay.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Roediger & Karpicke 2006a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Students who had received an initial test predicted that they would remember less well one week later than students who had only studied.
“When asked to predict (on the first day, after learning) how well they would remember the information on a test one week later, the students who had received an initial test predicted that they would do worse than those who had only studied.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Roediger & Karpicke 2006a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
The format of the initial test influences the likelihood of observing a testing effect.
“The format of the initial test influences the likelihood of observing a testing effect.”
Quote in the paperSubstantial claim - Interpretationnone given
Giving feedback on the initial test boosts its effects on later memorability, overcoming issues with poor immediate performance.
“Giving feedback on the initial test boosts its effects on later memorability, overcoming issues with poor immediate performance.”
Quote in the paperSubstantial claim - Premisecitation
In Gates (1917), students who spent a higher percentage of their 9-minute study period in recitation recalled more nonsense syllables.
“Students who spent a higher percentage of their 9-minute study period in recitation recalled more nonsense syllables (panel a).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Gates 1917
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Covert (silent) retrieval practice is an effective learning tool.
“That is, covert (silent) retrieval practice is an effective learning tool (Putnam & Roediger 2013).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Putnam & Roediger 2013 source
- Premisecitation
Rowland's (2014) meta-analysis found an overall robust testing effect (Hedge's g = 0.50) when comparing testing to restudying in laboratory studies.
“The overall testing effect was robust (Hedge's g = 0.50).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Rowland 2014 source
- Premisecitation
When we encode and then retrieve, the retrieval process results in the memory being solidified such that it remains more accessible over time.
“When we encode and then retrieve, the retrieval process results in the memory being solidified such that it remains more accessible over time (Bjork 1975).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Bjork 1975
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationcitation
The three-store framework's view that encoding and retrieval are discrete stages overlooks the iterative and interactive processes underlying learning.
“This mindset overlooks the iterative and interactive processes underlying learning (Gardiner 2007).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Gardiner 2007
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationown data
Across these studies, there are clear benefits of retrieval practice in a true classroom environment where learning unfolds over time and involves repeated exposure to the materials.
“Across these studies we can see clear benefits of retrieval practice in a true classroom environment, where learning unfolds over time and involves repeated exposure to the materials.”
Quote in the paperSubstantial claim - Premisecitation
The benefit of prior testing increases over time.
“Other studies, too, have suggested that the benefit of prior testing increases over time (Toppino & Cohen 2009), and this pattern can also be seen in a meta-analysis (Rowland 2014), which also demonstrates that a retrieval practice effect often does exist at shorter intervals.”
- Also stated in: § Retention Interval · hedged
“Setting aside the issue of a crossover interaction, we can reconsider whether an ordinal interaction seems to occur such that the benefit of retrieval practice increases over time.The answer here appears to be yes (Rowland 2014).”
Quote in the paperSubstantial claim0 of 2 sources checked - Also stated in: § Retention Interval · hedged
- Interpretationcitation
Overall, the effect of multiple-choice testing seems to be positive.
“In short, the overall effect seems to be positive, but some caution is warranted when multiple-choice tests do not include correct-answer feedback.”
Quote in the paperSubstantial claim - Premisecitation
When correct-answer feedback occurs at the time of the initial test, there is some evidence that short-answer tests are better than multiple-choice tests, regardless of whether the final test is in the same short-answer format or is a multiple-choice test.
“When correct-answer feedback occurs at the time of the initial test, there is some evidence that short-answer tests are better, regardless of whether the final test is in the same short-answer format or is a multiple-choice test (Kang et al. 2007).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Kang et al. 2007 source
- Interpretationreasoning
The specific details of the quizzing situation are not as important as the fact that quizzing occurred.
“The specific details of the quizzing situation are not as important as the fact that quizzing occurred.”
Quote in the paperSubstantial claim - Premisecitation
In that SAT II study, the prior multiple-choice test also enhanced the likelihood of incorrect answers on the final short-answer test.
“In a study in which students answered questions from SAT II tests (on biology, chemistry, history), the overall effect of the multiple-choice test was beneficial (i.e., a testing effect occurred); nonetheless, the prior multiple-choice test also enhanced the likelihood of incorrect answers on the final shortanswer test (Marsh et al. 2009).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Marsh et al. 2009 source
- Premisecitation
Even when a testing effect cannot be seen in overall recognition performance, there is evidence of the testing effect in the recollection component of recognition.
“It appears, though, that even when a testing effect cannot be seen in overall recognition performance, if one breaks down the components of recognition into recollection and familiarity (using methods developed under the dual process framework; see Yonelinas 2002), there is evidence of the testing effect in the recollection component (Chan & McDermott 2007).”
Quote in the paperSubstantial claim0 of 2 sources checked - Interpretationcitation
Students may select wrong options on a multiple-choice test and learn those incorrect answers.
“Students may select the wrong options and learn those incorrect answers.”
Quote in the paperSubstantial claim - Premisecitation
Most middle school (N = 1,302) and high school (N = 102) students reported that quizzing did not make them more nervous for the unit test.
“As can be seen in Figure 5e, f, most middle school (N = 1,302) and high school (N = 102) students agreed: Quizzing did not make them any more nervous for the unit test.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Agarwal et al. 2014 source
- Interpretationcitation
In terms of overall performance increases, recall tests, especially free recall tests, exhibit more reliable, robust benefits.
“In terms of overall performance increases, though, recall tests (especially free recall tests) exhibit more reliable, robust benefits (Rowland 2014).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Rowland 2014 source
- Premisecitation
A retrieval practice effect often exists at shorter intervals.
“Other studies, too, have suggested that the benefit of prior testing increases over time (Toppino & Cohen 2009), and this pattern can also be seen in a meta-analysis (Rowland 2014), which also demonstrates that a retrieval practice effect often does exist at shorter intervals.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Rowland 2014 source
- Premisecitation
In a study using SAT II questions on biology, chemistry, and history, the overall effect of the multiple-choice test was beneficial, i.e., a testing effect occurred.
“In a study in which students answered questions from SAT II tests (on biology, chemistry, history), the overall effect of the multiple-choice test was beneficial (i.e., a testing effect occurred); nonetheless, the prior multiple-choice test also enhanced the likelihood of incorrect answers on the final shortanswer test (Marsh et al. 2009).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Marsh et al. 2009 source
- Interpretationreasoning
The confound in number of exposures masks the advantage that is present for the items that are successfully retrieved.
“As a result, the confound in number of exposures masks the advantage that is present for the items that are successfully retrieved (see also Karpicke 2017).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Karpicke 2017 source
- Premisecitation
Difference scores are inherently poor in reliability.
“One complication is that the testing effect is a difference score between a condition that receives retrieval practice and one that does not, and difference scores are inherently poor in reliability (Draheim et al. 2019).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Draheim et al. 2019 source
- Premisecitation
After taking an initial multiple-choice test, students tend to produce the incorrect answers they had previously chosen when later given a short-answer test.
“After taking an initial multiple-choice test, students tend to produce the incorrect answers they had previously chosen when later given a short-answer test (Marsh et al. 2009, Roediger & Marsh 2005).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Marsh et al. 2009 source
- cites Roediger & Marsh 2005
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationown data
Retention interval is a contributor to whether a testing effect will occur.
“The data in Figure 4 suggest that retention interval is a contributor to whether a testing effect will occur.”
Quote in the paperSubstantial claim - Premisecitation
In Roediger & Karpicke's (2006a) experiment, repeated study was more effective than prior testing when the retention interval preceding the final criterial test was short.
“Specifically, in Roediger & Karpicke's (2006a) experiment, repeated study was more effective than prior testing when the retention interval preceding the final criterial test was short (see also Thompson et al. 1978).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Roediger & Karpicke 2006a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Thompson et al. 1978 source
- Premisecitation
When a learner encounters a multiple-choice test, they see incorrect answers, which might lead to confusion at a later time, especially if no immediate feedback is given.
“Specifically, when a learner encounters a multiple-choice test, they see incorrect answers, which might lead to confusion at a later time (especially if no immediate feedback is given) (Roediger et al. 2011b).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Roediger et al. 2011b
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Most students reported decreased test anxiety after having worked with the materials on the quizzes.
“Indeed, most students reported decreased test anxiety after having worked with the materials on the quizzes.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Agarwal et al. 2014 source
- Premisecitation
When performance on the initial test is low, there is an unfair advantage for the restudy condition because 100% of the items are restudied but only a small fraction of the items are successfully recalled on the initial test.
“They suggest that when performance on the initial test is low, there is an unfair advantage for the restudy condition, such that 100% of the items are restudied but only a small fraction of the items are successfully recalled on the initial test.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Rowland & DeLosh 2015 source
- Premisecitation
A crossover interaction occurs whereby repeated study shows superior benefits early on but is surpassed by repeated testing after a delay.
“I suggest that the crossover interaction whereby repeated study shows superior benefits early on but is surpassed by repeated testing after a delay has been one of the aspects of the testing effect that has led investigators to find it a compelling topic of research.”
- Also stated in: § Retention Interval · boosted
“This interaction was shown in two separate experiments by Roediger & Karpicke (2006a) (see Figure 4), and much has been made of this marked change in the patterns of performance.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Roediger & Karpicke 2006a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Also stated in: § Retention Interval · boosted
- Premisecitation
In an online Brain & Behavior course, quizzing with feedback enhanced exam performance for that material relative to nonquizzed materials.
“When quizzing (with feedback) was incorporated, exam performance was enhanced for that material (relative to the nonquizzed materials), and this benefit accrued even when the type of question changed from the quiz to the exam (cf.Foss & Pirozzolo 2017).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Thomas et al. 2018 source
- Premisecitation
The level of success on the initial retrieval attempt is important in determining whether an advantage of retrieval practice will appear at short intervals.
“Rowland & DeLosh (2015), however, demonstrate that the level of success on the initial retrieval attempt is important in in determining whether an advantage of retrieval practice will appear at short intervals.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Rowland & DeLosh 2015 source
- Premisecitation
The benefit of quizzing accrued even when the type of question changed from the quiz to the exam.
“When quizzing (with feedback) was incorporated, exam performance was enhanced for that material (relative to the nonquizzed materials), and this benefit accrued even when the type of question changed from the quiz to the exam (cf.Foss & Pirozzolo 2017).”
Quote in the paperSubstantial claim0 of 2 sources checked - Interpretationreasoning
The studies demonstrate real-world benefits of retrieval practice for learning.
“Regardless of the mechanism, the studies demonstrate real-world benefits of retrieval practice for learning.”
Quote in the paperSubstantial claim - Premisecitation
Some studies have demonstrated testing effects using classroom materials or using experimenter-created materials in a simulated classroom setting.
“Some studies have demonstrated testing effects using classroom materials (e.g., Carpenter et al. 2009) or using experimenter-created materials in a simulated classroom setting (Butler & Roediger 2007, Duchastel & Nungester 1982); to date, however, very few studies have attempted to address whether introduction of in-class quizzing can improve actual course grades.”
Quote in the paperNot a substantial claim0 of 3 sources checked - Premisecitation
Even if the final criterial test was to create a concept map with no external cues provided, having done retrieval practice earlier led to better performance than having created a concept map.
“A second experiment demonstrated that even if the final criterial test was to create a concept map (with no external cues provided), having done retrieval practice earlier led to better performance than having created a concept map.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Karpicke & Blunt 2011 source
- Interpretationreasoning
The benefit obtained from an initial test is robust enough that all 57% of the items that were initially tested are above the recall threshold at both short and long delays.
“Further, the benefit obtained from that initial test is robust enough that all 57% of the items that were initially tested are above the recall threshold at both the short and long delays.”
Quote in the paperNot a substantial claim - Premisecitation
Simply reading the target facts did not produce facilitation (49% recall).
“Simply reading the target facts did not produce facilitation, however (49% recall).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Chan et al. 2006 source
- Premisecitation
Retrieval-induced forgetting tends to be short-lived.
“Specifically, Chan noted that retrieval-induced forgetting tends to be short-lived (MacLeod & Macrae 2001) and can be eliminated if participants are asked to integrate the materials (Anderson & McCulloch 1999).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites MacLeod & Macrae 2001 source
- Premisecitation
Chan et al. (2006) provided follow-up evidence that the initial quizzes led students to retrieve not only the specific answer to the question but also related information, which then received a benefit.
“Chan et al. (2006) provided follow-up evidence that the initial quizzes led students to retrieve not only the specific answer to the question but also related information, which then received a benefit.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Chan et al. 2006 source
- Interpretationreasoning
The conceptualization can accommodate the finding that initial tests can appear to immunize against forgetting.
“This conceptualization can accommodate the finding that initial tests can appear to immunize against forgetting (e.g., see Figure 2a).”
Quote in the paperNot a substantial claim - Premisecitation
In the bifurcation model, after a person studies a set of items, there will be variability in the resulting memory strength of those items.
“After a person studies a set of items, there will be variability in the resulting memory strength of those items (see Figure 7a,b).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Kornell et al. 2011 source
- Rests on an assumption: After a person studies a set of items, there is variability in the resulting memory strength of those items.
- Premisecitation
The finding of retrieval-induced facilitation at long retention intervals was replicated using textbook materials that encourage integration.
“The finding of retrieval-induced facilitation at long retention intervals was replicated using textbook materials that encourage integration (Chan 2010) (see Figure 6).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Chan 2010
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Retrieval-induced forgetting can be eliminated if participants are asked to integrate the materials.
“Specifically, Chan noted that retrieval-induced forgetting tends to be short-lived (MacLeod & Macrae 2001) and can be eliminated if participants are asked to integrate the materials (Anderson & McCulloch 1999).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Anderson & McCulloch 1999 source
- Interpretationcitation
The effect sizes giving rise to the elaborative retrieval hypothesis were not very robust.
“The effect sizes giving rise to this hypothesis were not very robust (see Carpenter 2009, figure 1), and attempts to directly test the hypothesis have not revealed support for the generality of the framework (e.g., Karpicke & Blunt 2011).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Carpenter 2009 source
- Premisecitation
Bjork et al. (2014) demonstrated that the benefits extended not just to the actual information tested but also to related information.
“Bjork et al. (2014) demonstrated that the benefits extended not just to the actual information tested but also to related information.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Bjork et al. 2014 source
- Interpretationreasoning
The framework accommodates the phenomenon whereby restudy shows superior benefits compared to testing after a short retention interval but the reverse is true after a longer delay.
“Further, this framework also accommodates the phenomenon whereby restudy shows superior benefits compared to testing after a short retention interval but the reverse is true after a longer delay (see, e.g., Figure 4).”
Quote in the paperNot a substantial claim - Premisereasoning
For participants who restudy items, the distribution of memory strengths shifts to the right.
“For participants who then restudy the items, the resulting memory strengths will tend to increase such that the distribution of memory strengths will be shifted to the right (Figure 7c).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Kornell et al. 2011 source
- Interpretationcitation
Retrieval practice benefits can spread to related, nontested information in some circumstances.
“But might retrieval practice benefits spread to related, nontested information?The answer is-in some circumstancesyes.”
Quote in the paperSubstantial claim - Premisecitation
Similar benefits of in-class quizzes in college classes have been seen in a Psychology Research Methods class, an Introductory Psychology class, and a Statistics for Psychology class at large state universities.
“Similar benefits of in-class quizzes in college classes have been seen in a Psychology Research Methods class (Bjork et al. 2014), in an Introductory Psychology class (Batsell et al. 2017), and in a Statistics for Psychology class (Lyle & Crawford 2011), all of them at large state universities.”
Quote in the paperNot a substantial claim0 of 3 sources checked - Premisecitation
In Chan et al. (2006), a day later, retrieval for target facts related to the tested facts but not tested themselves was 9% greater than retrieval for nontested facts unrelated to the tested facts (59% vs 50% recall).
“A day later, retrieval for target facts related to the tested facts, but not tested themselves, was 9% greater than retrieval for nontested facts that were unrelated to the tested facts (59% and 50% recall, respectively).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Chan et al. 2006 source
- Interpretationcitation
Attempts to directly test the elaborative retrieval hypothesis have not revealed support for the generality of the framework.
“The effect sizes giving rise to this hypothesis were not very robust (see Carpenter 2009, figure 1), and attempts to directly test the hypothesis have not revealed support for the generality of the framework (e.g., Karpicke & Blunt 2011).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Karpicke & Blunt 2011 source
- Interpretationnone given
Items retrieved on an initial test exhibit high memory strengths that surpass the recallability threshold, despite some forgetting relative to the initial test period.
“Those items that were retrieved on the initial test exhibit high memory strengths that surpass the recallability threshold (despite some forgetting taking place relative to the initial test period).”
Quote in the paperSubstantial claim - Interpretationreasoning
The benefits of retrieval practice are sometimes not apparent at short delays but are readily observed after longer delays.
“A key observation that this conceptualization can accommodate is the finding that the benefits of retrieval practice are sometimes not apparent at short delays but are readily observed after longer delays.”
Quote in the paperSubstantial claim - Interpretationreasoning
Even when the optimal retrieval difficulty is accomplished on average, it does not necessarily apply well to learners toward the top or bottom of the distribution.
“even when that goal is accomplished on average (i.e., for most items for average learners), it does not necessarily apply well to learners toward the top or bottom of the distribution for whom those items might be too easy or too difficult, respectively.”
Quote in the paperNot a substantial claim- Rests on an assumption: For a learner to benefit from retrieval practice, the retrieval effort should be difficult but not so difficult that the retrieval attempt fails.
- May combine two claims. 31
- The quote only partly states this claim. 4
- Classified as probably not a substantial claim. 42
May combine two claims.
PremisecitationA testing effect can occur at short intervals; Runquist (1983) found a benefit of prior testing after just 10 minutes.
“Other studies have shown a testing effect even at short interval; for example, Runquist (1983) found a benefit of prior testing after just 10 minutes, although the amount of benefit was much greater after 1 week.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Runquist 1983 source
May combine two claims.
Findingown dataThe type of quiz did not influence the magnitude of the benefit; what was important was that a quiz with immediate correct-answer feedback had occurred.
“Importantly, the type of quiz did not influence the magnitude of the benefit; what was important was that a quiz with immediate correct-answer feedback had occurred.”
Quote in the paperSubstantial claimThe quote only partly states this claim.
Findingown dataIn a high school US history experiment, students again benefited from quizzes.
“Figure 5b shows that again students benefited from the quizzes.”
Quote in the paperSubstantial claimMay combine two claims. The quote only partly states this claim.
Findingown dataIn the high school experiment, quiz format did not influence the amount of benefit; what mattered was that the facts had been quizzed.
“Further, the quiz format did not influence the amount of benefit; what mattered was that the facts had been quizzed.”
Quote in the paperSubstantial claimThe quote only partly states this claim.
Findingown dataIn a seventh-grade science experiment, students benefited from quizzes on the unit exam.
“Figure 5a shows that the students benefited from the quizzes.”
Quote in the paperSubstantial claimMay combine two claims.
FindingreasoningThe effect was seen in middle school and high school, in science and history, after multiple-choice and short-answer quizzes, on unit exams in multiple-choice and short-answer formats, and on an unexpected end-of-semester exam.
“The effect was seen in middle school and high school, in science and history, after multiple-choice and short-answer quizzes, on unit exams (in multiple-choice and short-answer formats) and on an unexpected end-of-semester exam.”
Quote in the paperSubstantial claimMay combine two claims.
FindingcitationChan (2009) observed retrieval-induced forgetting at a short delay (20 minutes) when integration was discouraged but retrieval-induced facilitation at a longer delay (24 hours) when integration was encouraged.
“Therefore, Chan (2009) hypothesized that if retention intervals were manipulated, one might observe retrieval-induced forgetting at a short delay (20 minutes) when integration was discouraged but retrieval-induced facilitation at a longer delay (24 hours) when integration was encouraged.Indeed, that pattern was observed.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Chan 2009
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Findingown dataAfter a short delay, 70% of restudied items have memory strengths that surpass the threshold for recallability; after a longer delay, only 43% do.
“After a short delay, 70% of the restudied items have memory strengths that surpass the threshold for recallability, whereas after a longer delay only 43% of the items have enough memory strength to be recalled (Figure 7e,g).”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Interpretationnone givenRetrieval practice can be used to enhance student learning in a classroom setting.
“It can also be used to enhance student learning in a classroom setting.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationcitationThe testing effect is readily found in elementary school children, middle school students, high school students, college classrooms, medical students, and older adults.
“This effect, though, is also readily found in elementary school children (Fazio & Marsh 2019, Karpicke et al. 2016), in middle school (Roediger et al. 2011a) and high school students ( McDermott et al. 2014a), in college classrooms (Lyle & Crawford 2011, Mayer et al. 2009), and in medical students (Larsen et al. 2009).Older adults, too, can benefit from retrieval practice (Meyer & Logan 2013, Rog”
Quote in the paperNot a substantial claim0 of 3 sources checkedMay combine two claims.
PremisecitationRowland's (2014) meta-analysis demonstrates that the largest testing effect relative to restudying is seen when initial test performance is greater than 75% and no feedback is given; intermediate benefit is seen when initial test performance is 51-75%; and no reliable advantage appears when initial test performance is less than 50%.
“Indeed, Rowland's (2014) meta-analysis demonstrates that the largest testing effect (relative to restudying) is seen when the initial test performance is greater than 75% and no feedback is given; intermediate benefit is seen when the initial test performance is 51-75%; and no reliable advantage appears when the initial test performance is less than 50%.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Rowland 2014 source
May combine two claims.
InterpretationcitationWhen the final test is recall, the testing effect is robust; when the final test is recognition, sometimes there are benefits of initial recall but sometimes not.
“When the final test is recall, the testing effect is robust; however, when the final test is recognition, sometimes there are benefits of initial recall (Hanawalt & Tarr 1961, Roediger & McDermott 1995) but sometimes not (Darley & Murdock 1971, Lockhart 1975).”
Quote in the paperSubstantial claim0 of 3 sources checkedMay combine two claims.
PremisecitationWhen later study opportunities are provided, prior tests can enable a learner to benefit more from future re-encoding (test-potentiated learning) or even to learn more novel information (test-potentiated new learning).
“when later study opportunities are provided, prior tests can enable a learner to benefit more from the future re-encoding opportunity (an effect known as test-potentiated learning; see, e.g., Arnold & McDermott 2013a,b) or even to learn more novel information (i.e., test-potentiated new learning; see Chan et al. 2018, Pastötter & Bäuml 2014, Szpunar et al. 2008).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Arnold & McDermott 2013a,b
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Chan et al. 2018 source
- cites Pastötter & Bäuml 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationIn Glover (1989), final recall was greater when an initial test had occurred; both college students remembering an essay and seventh-grade students learning parts of a flower benefited from having taken a test without feedback 4 days before the final test.
“In Glover's (1989) study, final recall was greater when an initial test had occurred.Both college students remembering an essay and seventh-grade students learning parts of a flower benefited from having taken a test (without feedback) 4 days before the final test.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Glover 1989 source
May combine two claims.
InterpretationreasoningMore retrieval effort is helpful, but if the test is so hard that retrieval attempts are often unsuccessful, such increased effort is less beneficial for later memory, at least in the absence of correct-answer feedback.
“In essence, there are competing forces at play: More retrieval effort is helpful, but if the test is so hard that retrieval attempts are often unsuccessful, such increased effort is less beneficial for later memory (at least in the absence of correct-answer feedback).”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationIn Gates (1917), effects on recall of biographies were mixed, with improvement isolated to students in eighth grade.
“Effects on recall of biographies (panel b) were mixed, with improvement being isolated to students in eighth grade.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Gates 1917
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Interpretationnone givenThe benefit of retrieval practice can be seen across various material types, and it seems prevalent in all ages and learner abilities and on all types of test.
“This benefit can be seen across various material types, and it seems prevalent in all ages and learner abilities and on all types of test.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Interpretationnone givenRetrieval practice can draw the learner's attention to what they do not know, enhancing metacognitive understanding of their knowledge.
“Retrieval practice can draw the learner's attention to what they do not know, enhancing the metacognitive understanding of their knowledge.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThere are individual differences in long-term memory.
“Certainly there are individual differences in long-term memory (Unsworth 2019, Zerr et al. 2018), but whether such differences extend to the testing effect remains to be seen.”
Quote in the paperNot a substantial claim0 of 2 sources checkedClassified as probably not a substantial claim.
Premisenone givenMost laboratory studies present information once and then quiz or review once.
“One big difference is that most of the laboratory studies present information once and then quiz (or review) once.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Premisenone givenThe testing effect is a difference score between a condition that receives retrieval practice and one that does not.
“One complication is that the testing effect is a difference score between a condition that receives retrieval practice and one that does not, and difference scores are inherently poor in reliability (Draheim et al. 2019).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningThe fact that retrieval practice is helpful on average across people does not automatically imply that it will benefit everyone.
“Clearly, these are important practical questions, and the fact that retrieval practice is helpful on average across people does not automatically imply that it will benefit everyone (such a conclusion would be an ecological fallacy).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisenone givenTo date, very few studies have attempted to address whether introduction of in-class quizzing can improve actual course grades.
“Some studies have demonstrated testing effects using classroom materials (e.g., Carpenter et al. 2009) or using experimenter-created materials in a simulated classroom setting (Butler & Roediger 2007, Duchastel & Nungester 1982); to date, however, very few studies have attempted to address whether introduction of in-class quizzing can improve actual course grades.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Premisenone givenIn classrooms, integrated materials are repeatedly encountered in teachers' lectures and students' homework.
“In the classroom, however, integrated materials are repeatedly encountered in teachers' lectures and students' homework.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductcitationIn McDermott et al. (2014a), the teacher did not know which items would be assigned to which conditions during teaching, controlling for instructional bias.
“Because the research assistant controlled the quiz construction and administration, the teacher did not know when teaching a given section which items would be assigned to which conditions (to control for any instructional bias).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites McDermott et al. 2014a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Interpretationown dataClassroom quizzes can influence grades on a unit exam; prior quizzing in either multiple-choice or short-answer format benefited later performance on a graded in-class test regardless of unit exam question type.
“Regardless of type of question on unit exam, prior quizzing (in either multiple-choice or short-answer format) benefited later performance on a graded in-class test.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningFeedback helps make up for the lower level of initial performance typically seen in short-answer tests relative to multiple-choice ones, and it allows the beneficial effects of the extra retrieval effort to manifest on the later test.
“In essence, the feedback helps make up for the lower level of initial performance typically seen in short-answer tests relative to multiple-choice ones, and it allows the beneficial effects of the extra retrieval effort to manifest on the later test.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductcitationIn McDermott et al. (2014a), items were counterbalanced across classroom sections so that a given item would be quizzed in short-answer format for some students, multiple-choice format for others, and not at all for other students.
“Importantly, items were counterbalanced across the various classroom sections so that a given item would be quizzed in short-answer format for some students, multiple-choice format for others, and not at all for other students.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites McDermott et al. 2014a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
Interpretationnone givenThe specific operationalization of terms differs widely across investigations of the testing effect.
“One complicating factor is that there is no consensus on what the key contrasts of interest should be, and the specific operationalization of terms differs widely across investigations.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationIf participants are tested on items, some correctly retrieved items benefit from enhanced memory strength, while failed retrieval items receive no benefit, so the distribution becomes bifurcated.
“If instead participants are tested on those items, then some of the items will benefit quite a lot from enhanced memory strengths (i.e., those that are correctly retrieved); the other items will receive no benefit from the (failed) retrieval attempt (Figure 7d).That is, the distribution will become bifurcated.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Kornell et al. 2011 source
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
InterpretationcitationThe level of retrieval effort cannot be defined independent of its eventual effect on retrievability.
“A major challenge, though, is that the level of retrieval effort cannot be defined independent of its eventual effect on retrievability (cf.Pyc & Rawson 2009); likewise, it is not clear ahead of time which difficulties are desirable and which are undesirable and whether the answer to that question differs from person to person.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Pyc & Rawson 2009 source
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
Interpretationnone givenIt is not entirely clear how combining contexts would simplify or restrict a search set compared to retrieving a single prior context.
“Further, it is not entirely clear how combining contexts would simplify or restrict a search set compared to retrieving a single prior context.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
InterpretationcitationThe retrieval effort framework captures some of the basic findings in the literature.
“This framework, like transfer-appropriate processing, is intuitively appealing and captures some of the basic findings in the literature (e.g., Roediger & Karpicke 2006a).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Roediger & Karpicke 2006a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationAfter 20 minutes, no retrieval-induced facilitation and no testing effect was observed; at longer delays both emerged robustly.
“After 20 minutes, no retrieval-induced facilitation and no testing effect was observed; at longer delays both emerged robustly (see also Cranney et al. 2009).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Chan 2010
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Cranney et al. 2009 source
Probably not a substantial claim: may not pass S4 (based).
PremisereasoningOn an initial test, when people remember an item from an earlier context (context A), that memory representation becomes combined with the existing context (context B) to form a composite.
“Thus, on an initial test, when people remember an item from an earlier context (context A), that memory representation becomes combined with the existing context (context B) to form a composite.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: Temporal context is a relevant feature encoded into memory, and this context changes slowly over time.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenIt is unclear whether retrieval practice offers similar benefits for all learners or some learners will be especially sensitive to the manipulation.
“Further, it is unclear whether retrieval practice offers similar benefits for all learners or some learners will be especially sensitive to the manipulation.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe transfer-appropriate processing framework holds that learning activities are neither inherently good nor bad but need to be understood in the context of the eventual retrieval environment.
“The basic claim is that learning activities are neither inherently good nor bad but need to be understood in the context of the eventual retrieval environment.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Morris et al. 1977 source
Probably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningOn the final criterial test, the learner may benefit from prior ineffective retrieval attempts, which can help lead to the final answer.
“Then on the final criterial test, the learner may benefit from those prior ineffective retrieval attempts, which can help lead to the final answer.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationOn a final test administered a week after the initial experience, for verbatim or inference questions, university students showed the greatest benefits from retrieval practice, followed by concept mapping and repeated study, which did not differ.
“On a final test administered a week after the initial experience, when given verbatim or inference questions, university students showed the greatest benefits from retrieval practice, followed by concept mapping and repeated study (which did not differ).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Karpicke & Blunt 2011 source
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
Interpretationnone givenMost often the conceptual frameworks do not make clear predictions.
“At present, none of the existing theories or frameworks can capture the effects in the entire literature, and most often the conceptual frameworks do not make clear predictions.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
InterpretationreasoningThe elaborative retrieval theory appears most relevant to verbal materials, and it is not clear how well it would explain nonverbal retrieval practice.
“The theory also appears most relevant to verbal materials, and it is not clear how well it would explain nonverbal retrieval practice.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningTo date, neuroimaging studies have not greatly enhanced our theoretical understanding of the mechanisms underlying the testing effect.
“When one considers the varieties of paradigms that can be used to investigate the power of retrieval practice for later memory, the multiple definitions of the testing effect, and the complexities considered in this section, it is perhaps unsurprising that to date neuroimaging studies have not greatly enhanced our theoretical understanding of the mechanisms underlying the testing effect.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims. The quote only partly states this claim.
Interpretationnone givenThere is a difficulty in operationally defining key aspects of the relevant features: what processing is transfer appropriate, what difficulties are desirable, what retrieval routes are and how they proliferate, how to pre-experimentally define context, and how context reinstatement changes retrievability.
“One challenge is the difficulty in operationally defining key aspects of the relevant features: what processing is transfer appropriate, what difficulties are desirable, what retrieval routes are and how they”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationRetrieval effort strengthens memory, and the more retrieval effort one puts out, the better the preparation for later retrieval.
“Another conceptualization is that retrieval effort strengthens memory, and the more retrieval effort one puts out, the better the preparation for later retrieval (Bjork 1975).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Bjork 1975
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationActivation of related concepts enhances the likelihood of future recall by adding to the number of possible retrieval routes at later recall.
“This activation of related concepts enhances the likelihood of future recall by adding to the number of possible retrieval routes at that later recall time (Carpenter 2009).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Carpenter 2009 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe episodic context account draws on the idea that retrieval involves reinstatement of the learning context.
“A fourth proposal-the episodic context account-draws on the idea that retrieval involves reinstatement of the learning context (Karpicke et al. 2014b).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Karpicke et al. 2014b
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
PremisereasoningWhen attempting to retrieve, people attempt to reinstate the former temporal context to help the retrieval search process.
“Further, when attempting to retrieve, people attempt to reinstate the former temporal context to help the retrieval search process.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: Temporal context is a relevant feature encoded into memory, and this context changes slowly over time.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisereasoningA match between the type of retrieval practice and the final test might be expected to be an important predictor of the magnitude of the retrieval practice effect.
“More specifically, a match between the type of retrieval practice (e.g., answering questions on a short-answer test or a multiple-choice test) might be expected to be an important predictor of the magnitude of the retrieval practice effect.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
Interpretationnone givenTheoretical accounts of the phenomenon are lacking in precision and predictive power.
“As reviewed above, theoretical accounts of the phenomenon are lacking in precision and predictive power.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThe transfer-appropriate processing framework is intuitively appealing but fails to capture the whole of the relevant findings.
“As such, this framework is intuitively appealing but fails to capture the whole of the relevant findings.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationAs time passes before the final criterial test, all items have reduced memory strength due to forgetting; the greater the passage of time, the more shift in the distribution due to forgetting.
“As time passes before the final criterial test, all items will have reduced memory strength due to forgetting; the greater the passage of time, the more shift in the distribution due to forgetting.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Kornell et al. 2011 source
- Rests on an assumption: As time passes, all items have reduced memory strength due to forgetting, and greater passage of time causes more shift in the distribution due to forgetting.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationRetrieval effort is considered a desirable difficulty.
“As such, retrieval effort is considered a”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Bjork 1994 source
Probably not a substantial claim: may not pass S4 (based).
PremisereasoningWhen trying to remember again later, the composite context representation allows a restriction of the memory search set, which is beneficial to retrieval.
“Finally, when trying to remember again at a later time, somehow the composite context representation allows a restriction of the memory search set, which is beneficial to retrieval.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: Temporal context is a relevant feature encoded into memory, and this context changes slowly over time.
May combine two claims.
PremisecitationConcept mapping could be used in combination with retrieval practice, and this combination has been shown effective in elementary school learning.
“The authors point out that concept mapping could be used in combination with retrieval practice, and they have later shown the effectiveness of this combination in elementary school learning (Karpicke et al. 2014a).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Karpicke et al. 2014a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
Interpretationnone givenThere is no consensus on what the key contrasts of interest should be in investigations of the testing effect.
“One complicating factor is that there is no consensus on what the key contrasts of interest should be, and the specific operationalization of terms differs widely across investigations.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisenone givenThe elaborative retrieval hypothesis holds that practicing retrieval tends to involve activation of related concepts.
“A third idea-the elaborative retrieval hypothesis-is that practicing retrieval tends to involve activation of related concepts, as discussed above.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe principle of cue overload suggests that plausible answers may later interfere with the final retrieval attempt instead of helping it.
“One mystery in this logic is that the principle of cue overload (Watkins 1975) suggests that these plausible answers may later interfere with the final retrieval attempt instead of helping it, and it is not entirely clear how these possible answers will facilitate recall.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Watkins 1975 source
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
Interpretationnone givenAt present, none of the existing theories or frameworks can capture the effects in the entire literature.
“At present, none of the existing theories or frameworks can capture the effects in the entire literature, and most often the conceptual frameworks do not make clear predictions.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
InterpretationreasoningPracticing retrieval is helpful because it aligns with the eventual goal of facilitating later retrieving.
“When this framework is applied to the domain of retrieval practice, the overarching idea is that practicing retrieval is helpful because it aligns with the eventual goal of facilitating later retrieving.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Interpretationnone givenThe episodic context account offers a mechanism but shares difficulties of prior approaches in that independently defining its core constructs, such as context, is difficult or impossible.
“This account is appealing in that it offers a mechanism, although it shares many of the difficulties of the prior approaches in that independently defining its core constructs (e.g., context) is difficult or impossible.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationRetrieval-induced forgetting occurs when practicing retrieval of a subset of studied information harms performance for the nontested information.
“In the latter situation, practicing retrieval of a subset of studied information can harm performance for the nontested information.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Anderson et al. 1994 source
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.
InterpretationreasoningIt is not clear ahead of time which difficulties are desirable and which are undesirable, or whether that differs from person to person.
“A major challenge, though, is that the level of retrieval effort cannot be defined independent of its eventual effect on retrievability (cf.Pyc & Rawson 2009); likewise, it is not clear ahead of time which difficulties are desirable and which are undesirable and whether the answer to that question differs from person to person.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationExam questions that probed applications of a concept benefited from prior quizzing of relevant facts, and exam questions focusing on facts improved after students were quizzed on the applications of those facts.
“That is, exam questions that probed applications of the concept benefited from prior quizzing of relevant facts; alternately, exam questions focusing on facts improved after students were quizzed on the applications of those facts.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Thomas et al. 2018 source
May combine two claims.
Interpretationnone givenA simple match in test type is not always the most desirable situation; at times a short-answer test can better prepare a student for a later multiple-choice test.
“As seen above, however, a simple match in test type is not always the most desirable situation.Rather, at times a short-answer test can better prepare a student for a later multiple-choice test.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
Interpretationnone givenWhy testing forestalls forgetting is a mystery.
“That testing does so is interesting, but why it does so is a mystery.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenRetrieval practice does not need to be in the form of an externally administered test; simple, covert retrieval practice is sufficient for solidifying learning.
“A key point to highlight is that the retrieval practice does not need to be in the form of an externally administered test; simple, covert retrieval practice is sufficient for solidifying learning.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing). May combine two claims.
PremisecitationTesting forestalls forgetting, unlike many other independent variables (e.g., meaningfulness) that do not influence forgetting rate.
“It has been argued that testing forestalls forgetting, unlike many other independent variables (e.g., meaningfulness) that do not influence forgetting rate (Underwood 1972, Wixted 2004).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Underwood 1972
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Wixted 2004 source
Probably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningTitrating questions to hit the optimal retrieval difficulty is a challenging issue.
“Titrating questions to hit this sweet spot is a challenging issue”
Quote in the paperNot a substantial claim- Rests on an assumption: For a learner to benefit from retrieval practice, the retrieval effort should be difficult but not so difficult that the retrieval attempt fails.
The authors state this as an assumption.
Temporal context is a relevant feature encoded into memory, and this context changes slowly over time.
“This theory assumes (as do many models of memory) that temporal context is a relevant feature encoded into memory, and this context changes slowly over time.”
The paper relies on this without support.
After a person studies a set of items, there is variability in the resulting memory strength of those items.
“After a person studies a set of items, there will be variability in the resulting memory strength of those items (see Figure 7a,b).”
The paper relies on this without support.
As time passes, all items have reduced memory strength due to forgetting, and greater passage of time causes more shift in the distribution due to forgetting.
“As time passes before the final criterial test, all items will have reduced memory strength due to forgetting; the greater the passage of time, the more shift in the distribution due to forgetting.”
The paper relies on this without support.
For a learner to benefit from retrieval practice, the retrieval effort should be difficult but not so difficult that the retrieval attempt fails.
“For a learner to benefit from retrieval practice, the goal is to make the retrieval effort difficult, but not so difficult that the retrieval attempt fails.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
DDF/REH proponents state that increasing task difficulty through cued and free recall can provide superior recall.
“Whereas the principle of extraneous load in CLT encourages the creation of tailored instructional designs that reduce cognitive load (i.e., place less strain on working memory), proponents of the DDF/REH state that increasing task difficulty (e.g., through cued and free recall, as opposed to simple recognition), can provide superior recall (McDermott, 2021; Rowland, 2014).”
From Does difficulty moderate learning? A comparative analysis of the desirable difficulties framework and cognitive load theory (2025) · cites this paper as McDermott, 2021
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The reported group sizes do not account for all participants
MinorEight groups of approximately 335 students would total about 2,680, not the 3,605 students reported as recruited. Dividing 3,605 among eight groups would give about 451 students per group.
Reported 3605 · recomputed 2680
“Students were divided into eight groups, each with a different testing schedule, and each group counted approximately 335 students.”
Cites
James, W. (1891) · Henry Holt and Company eBooks · doi:10.1037/11059-000 · Cited by 25,799 · see citing works
The Psychology of Learning and Motivation
(2021) · The Psychology of learning and motivation/The psychology of learning and motivation · doi:10.1016/s0079-7421(21)x0002-3 · Cited by 5,081 · see citing works
The Nature of Recollection and Familiarity: A Review of 30 Years of Research
Yonelinas, A. P. (2002) · Journal of Memory and Language · doi:10.1006/jmla.2002.2864 · Cited by 3,840 · see citing works
Creating false memories: Remembering words not presented in lists.
Roediger, H. L., & McDermott, K. B. (1995) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/0278-7393.21.4.803 · Cited by 3,792 · see citing works
Self-citationDunlosky, J., Rawson, K. A., Marsh, E. J., Nathan, M. J., & Willingham, D. T. (2013) · Psychological Science in the Public Interest · doi:10.1177/1529100612453266 · Cited by 3,138 · see citing works
Test-Enhanced Learning: Taking Memory Tests Improves Long-Term Retention
Roediger, H. L., & Karpicke, J. D. (2006) · Psychological Science · doi:10.1111/j.1467-9280.2006.01693.x · Cited by 2,867 · see citing works
Information Processing and Cognition: The Loyola Symposium
Brown, A. S., & Solso, R. L. (1976) · The American Journal of Psychology · doi:10.2307/1421430 · Cited by 2,398 · see citing works
Levels of processing versus transfer appropriate processing
Morris, C. D., Bransford, J. D., & Franks, J. J. (1977) · Journal of Verbal Learning and Verbal Behavior · doi:10.1016/s0022-5371(77)80016-9 · Cited by 2,296 · see citing works
The power of testing memory: Basic research and implications for educational practice
Roediger, H. L., & Karpicke, J. D. (2006) · Perspectives on Psychological Science · doi:10.1111/j.1745-6916.2006.00012.x · Cited by 2,037 · see citing works
Building Memories: Remembering and Forgetting of Verbal Experiences as Predicted by Brain Activity
Wagner, A. D., Schacter, D. L., Rotte, M., Koutstaal, W., Maril, A., Dale, A. M., Rosen, B. R., & Buckner, R. L. (1998) · Science · doi:10.1126/science.281.5380.1188 · Cited by 1,620 · see citing works
Remembering can cause forgetting: Retrieval dynamics in long-term memory.
Anderson, M. C., Bjork, R. A., & Bjork, E. L. (1994) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/0278-7393.20.5.1063 · Cited by 1,482 · see citing works
The reliability paradox: Why robust cognitive tasks do not produce reliable individual differences
Hedge, C., Powell, G., & Sumner, P. (2018) · Behavior Research Methods · doi:10.3758/s13428-017-0935-1 · Cited by 1,457 · see citing works
Memory; a contribution to experimental psychology,
Ebbinghaus, H., Bussenius, C. E., & Ruger, H. A. (n.d.) · University of Michigan Library Repository · Cited by 1,281 · see citing works
Memory and Metamemory Considerations in the Training of Human Beings
Bjork, R. A. (1994) · Metacognition · doi:10.7551/mitpress/4561.003.0011 · Cited by 1,084 · see citing works
The effect of testing versus restudy on retention: A meta-analytic review of the testing effect.
Rowland, C. A. (2014) · Psychological Bulletin · doi:10.1037/a0037559 · Cited by 1,066 · cited 1× · see citing works
“Rowland & DeLosh (2015), however, demonstrate that the level of success on the initial retrieval attempt is important in in determining whether an advantage of retrieval practice will appear at short intervals.”
BackgroundRetrieval Practice Produces More Learning than Elaborative Studying with Concept Mapping
Karpicke, J. D., & Blunt, J. R. (2011) · Science · doi:10.1126/science.1199327 · Cited by 1,019 · see citing works
The Psychology and Neuroscience of Forgetting
Wixted, J. T. (2004) · Annual Review of Psychology · doi:10.1146/annurev.psych.55.090902.141555 · Cited by 999 · see citing works
Coding Processes in Human Memory.
Melton, A. W., & Martin, E. (1973) · The American Journal of Psychology · doi:10.2307/1421959 · Cited by 795 · see citing works
Karpicke, J. D., Butler, A. C., & Roediger III, H. L. (2009) · Memory · doi:10.1080/09658210802647009 · Cited by 745 · see citing works
Implications of short-term memory for a general theory of memory
Melton, A. W. (1963) · Journal of Verbal Learning and Verbal Behavior · doi:10.1016/s0022-5371(63)80063-8 · Cited by 739 · see citing works
Make It Stick: The Science of Successful Learning
Brown, P. C., Roediger, H. L., & McDaniel, M. A. (2014) · doi:10.4159/9780674419377 · Cited by 663 · see citing works
The influence of retrieval on retention
Carrier, L. M., & Pashler, H. (1992) · Memory & Cognition · doi:10.3758/bf03202713 · Cited by 580 · see citing works
Pyc, M. A., & Rawson, K. A. (2009) · Journal of Memory and Language · doi:10.1016/j.jml.2009.01.004 · Cited by 551 · see citing works
Rethinking the Use of Tests: A Meta-Analysis of Practice Testing
Adesope, O. O., Trevisan, D. A., & Sundararajan, N. (2017) · Review of Educational Research · doi:10.3102/0034654316689306 · Cited by 544 · cited 1× · see citing works
“…of all these issues, but the interested reader is referred to other recent reviews (e.g., Malmberg et al. 2014) and to several recent meta-analyses (Adesope et al. 2017, Pan & Rickard 2018, Rowland 2014, Schwieren et al. 2017), which have established the robustness of the testing effect and…”
BackgroundThe promise and perils of self-regulated study
Kornell, N., & Bjork, R. A. (2007) · Psychonomic Bulletin & Review · doi:10.3758/bf03194055 · Cited by 527 · see citing works
Test format and corrective feedback modify the effect of testing on long-term retention
Kang, S. H. K., McDermott, K. B., & Roediger, H. L. (2007) · European Journal of Cognitive Psychology · doi:10.1080/09541440601056620 · Cited by 513 · see citing works
Self-citationCue strength as a moderator of the testing effect: The benefits of elaborative retrieval.
Carpenter, S. K. (2009) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/a0017021 · Cited by 503 · see citing works
Repeated testing produces superior transfer of learning relative to repeated studying.
Butler, A. C. (2010) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/a0019902 · Cited by 492 · see citing works
Clickers in college classrooms: Fostering learning with questioning methods in large lecture classes
Mayer, R. E., Stull, A. T., DeLeeuw, K. E., Almeroth, K. C., Bimber, B., Chun, D. M., Bulger, M., Campbell, J., Knight, A., & Zhang, H. (2008) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2008.04.002 · Cited by 455 · see citing works
Ten Benefits of Testing and Their Applications to Educational Practice
Roediger, H. L., III, Putnam, A. L., & Smith, M. A. (2011) · The Psychology of learning and motivation/The psychology of learning and motivation · doi:10.1016/b978-0-12-387691-1.00001-6 · Cited by 453 · see citing works
Testing improves long-term retention in a simulated classroom setting
Butler, A. C., & Roediger, H. L. (2007) · European Journal of Cognitive Psychology · doi:10.1080/09541440701326097 · Cited by 434 · see citing works
Test-enhanced learning in the classroom: Long-term improvements from quizzing.
Roediger, H. L., III, Agarwal, P. K., McDaniel, M. A., & McDermott, K. B. (2011) · Journal of Experimental Psychology Applied · doi:10.1037/a0026252 · Cited by 393 · see citing works
Self-citationThe "testing" phenomenon: Not gone but nearly forgotten.
Glover, J. A. (1989) · Journal of Educational Psychology · doi:10.1037/0022-0663.81.3.392 · Cited by 392 · see citing works
The Positive and Negative Consequences of Multiple-Choice Testing.
Roediger, H. L., III, & Marsh, E. J. (2005) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.31.5.1155 · Cited by 386 · see citing works
Carpenter, S. K., & Delosh, E. L. (2006) · Memory & Cognition · doi:10.3758/bf03193405 · Cited by 386 · see citing works
Larsen, D. P., Butler, A. C., & Roediger III, H. L. (2009) · Medical Education · doi:10.1111/j.1365-2923.2009.03518.x · Cited by 383 · see citing works
Chan, J. C. K., McDermott, K. B., & Roediger, H. L. (2006) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.135.4.553 · Cited by 364 · see citing works
Self-citationMcDaniel, M. A., Agarwal, P. K., Huelser, B. J., McDermott, K. B., & Roediger, H. L. (2011) · Journal of Educational Psychology · doi:10.1037/a0021782 · Cited by 360 · cited 1× · see citing works
“In other studies, we have also repeatedly demonstrated that core classroom content can be better remembered on unit exams after lowstakes multiple-choice quizzing with immediate correct-answer feedback (McDaniel et al. 2007, 2011, 2013; Roediger et al. 2011a).”
BackgroundSelf-citationGeneralizing test-enhanced learning from the laboratory to the classroom
Mcdaniel, M. A., Roediger, H. L., & Mcdermott, K. B. (2007) · Psychonomic Bulletin & Review · doi:10.3758/bf03194052 · Cited by 326 · see citing works
Self-citationDraheim, C., Mashburn, C. A., Martin, J. D., & Engle, R. W. (2019) · Psychological Bulletin · doi:10.1037/bul0000192 · Cited by 322 · cited 1× · see citing works
“One complication is that the testing effect is a difference score between a condition that receives retrieval practice and one that does not, and difference scores are inherently poor in reliability (Draheim et al. 2019).”
BackgroundRecitation As a Factor in Memorizing
Gates, A. I. (2010) · Medical Entomology and Zoology · Cited by 310 · see citing works
Metacognitive awareness of learning strategies in undergraduates
McCabe, J. (2011) · Memory & Cognition · doi:10.3758/s13421-010-0035-2 · Cited by 308 · see citing works
Spitzer, H. F. (1939) · Journal of Educational Psychology · doi:10.1037/h0063404 · Cited by 306 · see citing works
Transfer of test- enhanced learning: meta-analytic review and synthesis
Pan, S. C., & Rickard, T. C. (2018) · Psychological Bulletin · doi:10.1037/bul0000151 · Cited by 286 · see citing works
The effects of tests on learning and forgetting.
Carpenter, S. K., Pashler, H., Wixted, J. T., & Vul, E. (2008) · Memory & Cognition · doi:10.3758/mc.36.2.438 · Cited by 281 · see citing works
Why tests appear to prevent forgetting: A distribution-based bifurcation model
Kornell, N., Bjork, R. A., & Garcia, M. A. (2011) · Journal of Memory and Language · doi:10.1016/j.jml.2011.04.002 · Cited by 277 · see citing works
Using tests to enhance 8th grade students' retention of U.S. history facts
Carpenter, S. K., Pashler, H., & Cepeda, N. J. (2009) · Applied Cognitive Psychology · doi:10.1002/acp.1507 · Cited by 254 · see citing works
Testing during study insulates against the buildup of proactive interference.
Szpunar, K. K., McDermott, K. B., & Roediger, H. L., III (2008) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/a0013082 · Cited by 250 · see citing works
Self-citationIntegration as a general boundary condition on retrieval-induced forgetting.
Anderson, M. C., & McCulloch, K. C. (1999) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/0278-7393.25.3.608 · Cited by 246 · see citing works
The what, how much, and when of study strategies: comparing intended versus actual study behaviour.
Blasiman, R. N., Dunlosky, J., & Rawson, K. A. (2017) · Memory · doi:10.1080/09658211.2016.1221974 · Cited by 227 · see citing works
Retrieval-Based Learning: A Decade of Progress
Karpicke, J. D. (2017) · Learning and Memory: A Comprehensive Reference · doi:10.1016/b978-0-12-809324-5.21055-9 · Cited by 223 · see citing works
A testing effect with multimedia learning.
Johnson, C. I., & Mayer, R. E. (2009) · Journal of Educational Psychology · doi:10.1037/a0015183 · Cited by 221 · see citing works
Tests enhance the transfer of learning
Rohrer, D., Taylor, K., & Sholar, B. (2010) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/a0017678 · Cited by 217 · see citing works
Test-potentiated learning: Distinguishing between direct and indirect effects of tests.
Arnold, K. M., & McDermott, K. B. (2012) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/a0029199 · Cited by 216 · see citing works
Self-citationGone but Not Forgotten: The Transient Nature of Retrieval-Induced Forgetting
MacLeod, M. D., & Macrae, C. N. (2001) · Psychological Science · doi:10.1111/1467-9280.00325 · Cited by 215 · see citing works
Chan, J. C. K. (2009) · Journal of Memory and Language · doi:10.1016/j.jml.2009.04.004 · Cited by 209 · see citing works
McDermott, K. B., Agarwal, P. K., D'Antonio, L., Roediger, H. L., III, & McDaniel, M. A. (2013) · Journal of Experimental Psychology Applied · doi:10.1037/xap0000004 · Cited by 200 · see citing works
Self-citationKarpicke, J. D., Lehman, M., & Aue, W. R. (2014) · Psychology of Learning and Motivation · doi:10.1016/b978-0-12-800283-4.00007-1 · Cited by 185 · see citing works
Retrieving Essential Material at the End of Lectures Improves Performance on Statistics Exams
Lyle, K. B., & Crawford, N. A. (2011) · Teaching of Psychology · doi:10.1177/0098628311401587 · Cited by 180 · see citing works
Effects of recall tests on long-term retention of paired associates
Allen, G. A., Mahler, W. A., & Estes, W. K. (1969) · Journal of Verbal Learning and Verbal Behavior · doi:10.1016/s0022-5371(69)80090-3 · Cited by 180 · see citing works
The testing effect in recognition memory: A dual process account.
Chan, J. C. K., & McDermott, K. B. (2007) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/0278-7393.33.2.431 · Cited by 175 · see citing works
Self-citationQuizzing in Middle‐School Science: Successful Transfer Performance on Classroom Exams
McDaniel, M. A., Thomas, R. C., Agarwal, P. K., McDermott, K. B., & Roediger, H. L. (2013) · Applied Cognitive Psychology · doi:10.1002/acp.2914 · Cited by 171 · see citing works
Self-citationThe Testing Effect and the Retention Interval: Questions and Answers
Toppino, T. C., & Cohen, M. S. (2009) · Experimental Psychology · doi:10.1027/1618-3169.56.4.252 · Cited by 160 · see citing works
On the analysis of the factor of recall in the learning process.
Abott, E. E. (1909) · The Psychological Monographs · doi:10.1037/h0093018 · Cited by 159 · see citing works
Effects of prior free recall testing on final recall and recognition.
Darley, C. F., & Murdock, B. B. (1971) · Journal of Experimental Psychology · doi:10.1037/h0031836 · Cited by 156 · see citing works
How recall facilitates subsequent recall: A reappraisal.
Thompson, C. P., Wenger, S. K., & Bartling, C. A. (1978) · Journal of Experimental Psychology: Human Learning and Memory · doi:10.1037/0278-7393.4.3.210 · Cited by 143 · see citing works
Retrieval potentiates new learning: A theoretical and meta-analytic review.
Chan, J. C. K., Meissner, C. A., & Davis, S. D. (2018) · Psychological Bulletin · doi:10.1037/bul0000166 · Cited by 143 · see citing works
Testing beyond words: using tests to enhance visuospatial map learning
Carpenter, S. K., & Pashler, H. (2007) · Psychonomic Bulletin & Review · doi:10.3758/bf03194092 · Cited by 133 · see citing works
Agarwal, P. K., D'Antonio, L., Roediger, H. L., McDermott, K. B., & McDaniel, M. A. (2014) · Journal of Applied Research in Memory and Cognition · doi:10.1016/j.jarmac.2014.07.002 · Cited by 119 · see citing works
Self-citationIndividual differences in the effects of retrieval from long-term memory
Brewer, G. A., & Unsworth, N. (2012) · Journal of Memory and Language · doi:10.1016/j.jml.2011.12.009 · Cited by 114 · see citing works
Some effects of remembering on forgetting
Runquist, W. N. (1983) · Memory & Cognition · doi:10.3758/bf03198289 · Cited by 113 · see citing works
Neural correlates of retrieval-based memory enhancement: an fMRI study of the testing effect
Wing, E. A., Marsh, E. J., & Cabeza, R. (2013) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2013.04.004 · Cited by 111 · see citing works
Long-term effects of testing on the recall of nontested materials
Chan, J. C. K. (2009) · Memory · doi:10.1080/09658210903405737 · Cited by 105 · see citing works
The Testing Effect in the Psychology Classroom: A Meta-Analytic Perspective
Schwieren, J., Barenberg, J., & Dutke, S. (2017) · Psychology Learning & Teaching · doi:10.1177/1475725717695149 · Cited by 100 · cited 2× · see citing works
“Spitzer (1939) provided a large-scale manipulation using this type of design.”
MethodIndividual differences in long-term memory.
Unsworth, N. (2019) · Psychological Bulletin · doi:10.1037/bul0000176 · Cited by 99 · see citing works
Neurocognitive mechanisms of the “testing effect”: A review
van den Broek, G. S. E., Takashima, A., Wiklund‐Hörnqvist, C., Wirebring, L. K., Segers, E., Verhoeven, L. T. W., & Nyberg, L. H. (2016) · Trends in Neuroscience and Education · doi:10.1016/j.tine.2016.05.001 · Cited by 91 · see citing works
Inhibition in recall with extralist “cues”
Watkins, M. J. (1975) · Journal of Verbal Learning and Verbal Behavior · doi:10.1016/s0022-5371(75)80073-9 · Cited by 90 · see citing works
Retrieval-based learning: The need for guided retrieval in elementary school children
Karpicke, J. D., Blunt, J. R., Smith, M. A., & Karpicke, S. (2014) · Journal of Applied Research in Memory and Cognition · doi:10.1016/j.jarmac.2014.07.008 · Cited by 89 · see citing works
Does response mode affect amount recalled or the magnitude of the testing effect?
Putnam, A. L., & Roediger, H. L. (2013) · Memory & Cognition · doi:10.3758/s13421-012-0245-x · Cited by 86 · see citing works
Neural correlates of testing effects in vocabulary learning
van den Broek, G. S. E., Takashima, A., Segers, E., Fernández, G., & Verhoeven, L. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.03.071 · Cited by 85 · see citing works
Taking the testing effect beyond the college freshman: Benefits for lifelong learning.
Meyer, A. N. D., & Logan, J. M. (2013) · Psychology and Aging · doi:10.1037/a0030890 · Cited by 85 · see citing works
Powerful Teaching: Unleash the Science of Learning
Agarwal, P. K., & Bain, P. M. (2019) · doi:10.1002/9781119549031 · Cited by 83 · see citing works
Retrieval-Based Learning: Positive Effects of Retrieval Practice in Elementary School Children
Karpicke, J. D., Blunt, J. R., & Smith, M. A. (2016) · Frontiers in Psychology · doi:10.3389/fpsyg.2016.00350 · Cited by 82 · see citing works
Cranney, J., Ahn, M., McKinnon, R., Morris, S., & Watts, K. (2009) · European Journal of Cognitive Psychology · doi:10.1080/09541440802413505 · Cited by 80 · see citing works
Tse, C.-S., Balota, D. A., & Roediger, H. L. (2010) · Psychology and Aging · doi:10.1037/a0019933 · Cited by 80 · see citing works
Enhancing visuospatial learning: The benefit of retrieval practice
Kang, S. H. K. (2010) · Memory & Cognition · doi:10.3758/mc.38.8.1009 · Cited by 77 · see citing works
Multiple-choice testing as a desirable difficulty in the classroom.
Bjork, E. L., Little, J. L., & Storm, B. C. (2014) · Journal of Applied Research in Memory and Cognition · doi:10.1016/j.jarmac.2014.03.002 · Cited by 75 · see citing works
Mnemonic benefits of retrieval practice at short retention intervals
Rowland, C. A., & DeLosh, E. L. (2015) · Memory · doi:10.1080/09658211.2014.889710 · Cited by 64 · see citing works
The benefits of retrieval practice depend on item difficulty and intelligence.
Minear, M., Coane, J. H., Boland, S. C., Cooney, L. H., & Albat, M. (2018) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/xlm0000486 · Cited by 63 · see citing works
Neural signatures of test-potentiated learning in parietal cortex
Nelson, S. M., Arnold, K. M., Gilmore, A. W., & McDermott, K. B. (2013) · Journal of Neuroscience · doi:10.1523/jneurosci.0960-13.2013 · Cited by 57 · see citing works
Self-citationEffects of testing on learning of functions
Kang, S. H. K., McDaniel, M. A., & Pashler, H. (2011) · Psychonomic Bulletin & Review · doi:10.3758/s13423-011-0113-x · Cited by 57 · see citing works
Retrieval-Based Learning in Children
Fazio, L. K., & Marsh, E. J. (2019) · Current Directions in Psychological Science · doi:10.1177/0963721418806673 · Cited by 57 · see citing works
Ecological Validity of the Testing Effect: The Use of Daily Quizzes in Introductory Psychology
Batsell, W. R., Perry, J. L., Hanley, E., & Hostetter, A. B. (2017) · Teaching of Psychology · doi:10.1177/0098628316677492 · Cited by 56 · see citing works
Free recall enhances subsequent learning
Arnold, K. M., & McDermott, K. B. (2013) · Psychonomic Bulletin & Review · doi:10.3758/s13423-012-0370-3 · Cited by 55 · see citing works
Self-citationMemorial consequences of answering SAT II questions.
Marsh, E. J., Agarwal, P. K., & Roediger, H. L. (2009) · Journal of Experimental Psychology: Applied · doi:10.1037/a0014721 · Cited by 55 · see citing works
IMPLICATIONS OF SHORT-TERM MEMORY FOR A GENERAL THEORY OF MEMORY,
Melton, A. W. (1963) · doi:10.21236/ad0422425 · Cited by 51 · see citing works
Zerr, C. L., Berg, J. J., Nelson, S. M., Fishell, A. K., Savalia, N. K., & McDermott, K. B. (2018) · Psychological Science · doi:10.1177/0956797618772540 · Cited by 49 · see citing works
Self-citationTesting Effects Measured with Alternate Test Forms
Duchastel, P. C., & Nungester, R. J. (1982) · The Journal of Educational Research · doi:10.1080/00220671.1982.10885400 · Cited by 47 · see citing works
Reflections on the Resurgence of Interest in the Testing Effect
Roediger, H. L., III, & Karpicke, J. D. (2018) · Perspectives on Psychological Science · doi:10.1177/1745691617718873 · Cited by 46 · see citing works
Testing enhances learning across a range of episodic memory abilities
Pan, S. C., Pashler, H., Potter, Z. E., & Rickard, T. C. (2015) · Journal of Memory and Language · doi:10.1016/j.jml.2015.04.001 · Cited by 41 · see citing works
The effect of recall upon recognition.
Hanawalt, N. G., & Tarr, A. G. (1961) · Journal of Experimental Psychology · doi:10.1037/h0041917 · Cited by 33 · see citing works
The facilitation of recognition by recall
Lockhart, R. S. (1975) · Journal of Verbal Learning and Verbal Behavior · doi:10.1016/s0022-5371(75)80068-5 · Cited by 33 · see citing works
Thomas, R. C., Weywadt, C. R., Anderson, J. L., Martinez-Papponi, B., & McDaniel, M. A. (2018) · Journal of Applied Research in Memory and Cognition · doi:10.1016/j.jarmac.2018.03.007 · Cited by 33 · see citing works
Retrieval‐Based Learning: Research at the Interface between Cognitive Science and Education
Nunes, L. D., & Karpicke, J. D. (2015) · Emerging Trends in the Social and Behavioral Sciences · doi:10.1002/9781118900772.etrds0289 · Cited by 31 · see citing works
Four semesters investigating frequency of testing, the testing effect, and transfer of training.
Foss, D. J., & Pirozzolo, J. W. (2017) · Journal of Educational Psychology · doi:10.1037/edu0000197 · Cited by 30 · cited 1× · see citing works
“When quizzing (with feedback) was incorporated, exam performance was enhanced for that material (relative to the nonquizzed materials), and this benefit accrued even when the type of question changed from the quiz to the exam (cf. Foss & Pirozzolo 2017).”
BackgroundThe name game: Using retrieval practice to improve the learning of names.
Morris, P. E., & Fritz, C. O. (2000) · Journal of Experimental Psychology Applied · doi:10.1037//1076-898x.6.2.124 · Cited by 30 · see citing works
The benefits of testing: Individual differences based on student factors
Robey, A. (2019) · Journal of Memory and Language · doi:10.1016/j.jml.2019.104029 · Cited by 29 · see citing works
Retrieval-based learning: The need for guided retrieval in elementary school children.
Karpicke, J. D., Blunt, J. R., Smith, M. A., et al. (2014) · Journal of Applied Research in Memory and Cognition · doi:10.1037/h0101802 · Cited by 27 · see citing works
The name game: Using retrieval practice to improve the learning of names.
Morris, P. E., & Fritz, C. O. (2000) · Journal of Experimental Psychology Applied · doi:10.1037/1076-898x.6.2.124 · Cited by 26 · see citing works
Testing alters brain activity during subsequent restudy: Evidence for test-potentiated encoding
Vestergren, P., & Nyberg, L. H. (2013) · Trends in Neuroscience and Education · doi:10.1016/j.tine.2013.11.001 · Cited by 24 · see citing works
Neural enhancement and attenuation induced by repetitive recall
Hashimoto, T., Usui, N., Taira, M., & Kojima, S. (2011) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2011.03.008 · Cited by 23 · see citing works
Consequences of Testing Memory
Malmberg, K., Lehman, M., Annis, J. R., Criss, A., & Shiffrin, R. (2014) · The Psychology of learning and motivation/The psychology of learning and motivation · doi:10.1016/b978-0-12-800283-4.00008-3 · Cited by 19 · see citing works
McDermott, K. B., Arnold, K. M., & Nelson, S. M. (2014) · SAGE Publications Ltd eBooks · doi:10.4135/9781446294703.n11 · Cited by 15 · see citing works
Self-citationRetrieval practice and testing improve memory in older adults
Rogalski, Y., Altmann, L. J. P., & Rosenbek, J. C. (2014) · Aphasiology · doi:10.1080/02687038.2013.870965 · Cited by 12 · see citing works
Our knowledge concerning memory.
Ebbinghaus, H. (2004) · Teachers College Press eBooks · doi:10.1037/10011-001 · Cited by 7 · see citing works
Hashimoto, T., Usui, N., Taira, M., et al. (2011) · The Proceedings of the Annual Convention of the Japanese Psychological Association · doi:10.4992/pacjpa.75.0_1pm104
Flagged first, then by citations
Research works printed but not linked: 4
- Bacon F., 2000, Novum Organum
- Gardiner JM., 2007, Science of Memory: Concepts, 221
- Köhler W., 1947, Gestalt Psychology
- Pastötter BB, 2014, Front. Psychol., 5, 286
Cited by
Sorted by citations
Dietrich, J., Greiner, F., Weber-Liel, D., Berweger, B., Kämpfe, N., & Kracke, B. (2021) · Computers in Human Behavior · doi:10.1016/j.chb.2021.106819 · Cited by 63 · see citing works
The double-edged sword of memory retrieval
Roediger, H. L., III, & Abel, M. (2022) · Nature Reviews Psychology · doi:10.1038/s44159-022-00115-2 · Cited by 50 · see citing works
Metacognitive judgments can potentiate new learning: The role of covert retrieval
Kubik, V., Koslowski, K., Schubert, T., & Aslan, A. (2022) · Metacognition and Learning · doi:10.1007/s11409-022-09307-w · Cited by 25 · see citing works
“Prior research has shown that retrieval practice of learned information can enhance its long-term retention more than restudying or doing nothing (Roediger & Karpicke, 2006; for reviews, see McDermott, 2021; Yang et al., 2021).”
BackgroundForgetting rates of gist and peripheral episodic details in prose recall
Sacripante, R., Logie, R. H., Baddeley, A., & Sala, S. D. (2022) · Memory & Cognition · doi:10.3758/s13421-022-01310-5 · Cited by 27 · see citing works
“…a function of initial degree of learning, recent research has demonstrated that the speed at which people learn information predicts memory retention up to several days (McDermott & Zerr, 2019; Zerr et al., 2018; for a review, see McDermott, 2021) suggesting a link between learning and forgetting.”
What the Science of Learning Teaches Us About Arithmetic Fluency
McNeil, N. M., Jordan, N. C., Viegut, A. A., & Ansari, D. (2025) · Psychological Science in the Public Interest · doi:10.1177/15291006241287726 · Cited by 30 · see citing works
“Retrieval practice is supported by evidence across age groups and knowledge domains (Agarwal et al., 2021; McDermott, 2021), and it is effective for enhancing arithmetic fluency (Burns, 2005; Walker et al., 2013).”
Levlin, M., Wiklund‐Hörnqvist, C., Sandgren, O., Karlsson, S., & Jonsson, B. (2022) · Language Speech and Hearing Services in Schools · doi:10.1044/2021_lshss-21-00101 · Cited by 19 · see citing works
Learning from errors versus explicit instruction in preparation for a test that counts
Metcalfe, J., Xu, J., Vuorre, M., Siegler, R. S., Wiliam, D., & Bjork, R. A. (2024) · British Journal of Educational Psychology · doi:10.1111/bjep.12651 · Cited by 32 · see citing works
Emerging and Future Directions in Test-Enhanced Learning Research
Pan, S. C., Dunlosky, J., Xu, K. M., & Ouwehand, K. (2024) · Educational Psychology Review · doi:10.1007/s10648-024-09857-2 · Cited by 18 · see citing works
“…practice, interested readers can consult a host of review articles and summaries (e.g., Carpenter, 2012; Karpicke, 2012; Karpicke & Grimaldi, 2012; McDermott, 2021; Roediger & Butler, 2011; van den Broek et al., 2016; van Gog & Sweller, 2015), meta-analyses (e.g., Adesope et al., 2017; Pan &…”
Memory sins in applied settings: What kind of progress?
Schacter, D. L. (2022) · Journal of Applied Research in Memory and Cognition · doi:10.1037/mac0000078 · Cited by 18 · see citing works
Haraldsrud, A., & Odden, T. O. B. (2025) · Journal of Chemical Education · doi:10.1021/acs.jchemed.5c00657 · Cited by 17 · see citing works
Pyke, W., Lunau, J., & Javadi, A.-H. (2025) · Quarterly Journal of Experimental Psychology · doi:10.1177/17470218241308143 · Cited by 15 · see citing works
“When cued or free recall is employed during the learning phase, many studies have found improved subsequent memory performance on a final test compared to when recognition is used (Butler & Roediger, 2007; Kang et al., 2007; Stenlund et al., 2016); for reviews, see (McDermott, 2021; Rowland, 2014).”
Effortful Tests and Repeated Metacognitive Judgments Enhance Future Learning
Davis, S. D., & Chan, J. C. K. (2023) · Educational Psychology Review · doi:10.1007/s10648-023-09803-8 · Cited by 12 · see citing works
The effect of delayed judgments of learning on retention
Tekin, E., & Roediger, H. L., III (2021) · Metacognition and Learning · doi:10.1007/s11409-021-09260-0 · Cited by 15 · see citing works
“Engaging in retrieval for a set of material one has previously studied enhances retention compared to restudying the material when the test is delayed, a robust finding known as the testing effect, (Roediger and Karpicke 2006; for a review, see McDermott 2021).”
ResultThe Retrieval Practice Hypothesis in Research on Learning by Teaching: Current Status and Challenges
Kobayashi, K. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.842668 · Cited by 13 · see citing works
“One approach to this problem is to ascertain whether practicing retrieval fosters learning more effectively than restudying, which involves (external) re-exposure to to-be-learned information (Karpicke, 2017; McDermott, 2021).”
BackgroundWiklund-Hörnqvist, C., Stillesjö, S., Andersson, M., Jonsson, B., & Nyberg, L. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.797395 · Cited by 12 · see citing works
“…test sessions while acquiring new information has been shown to markedly boost long-term retention (i.e., commonly denoted as the testing-effect; e.g., see Roediger and Karpicke, 2006a,b; Roediger and Butler, 2011; Dunlosky et al., 2013; Agarwal et al., 2021; McDermott, 2021; for reviews).”
BackgroundMethodResultInfluentialWirebring, L. K., Wiklund‐Hörnqvist, C., Stillesjö, S., Granberg, C., Lithner, J., Andersson, M., Nyberg, L. H., & Jonsson, B. (2022) · Trends in Neuroscience and Education · doi:10.1016/j.tine.2022.100193 · Cited by 17 · see citing works
Collier, J. R., Pillai, R. M., & Fazio, L. K. (2023) · Cognitive Research Principles and Implications · doi:10.1186/s41235-023-00488-9 · Cited by 15 · see citing works
“…memory by serving as a form of processing that aligns with how learners will eventually be evaluated, allowing learners to exert effort during initial processing, or creating an elaborate memory representation that is easier to access later (see Karpicke, 2017; McDermott, 2021 for reviews).”
BackgroundBego, C. R., Lyle, K. B., Ralston, P. A. S., Immekus, J. C., Chastain, R. J., Haynes, L. D., Hoyt, L. K., Pigg, R. M., Rabin, S. D., Scobee, M. W., et al. (2024) · International Journal of STEM Education · doi:10.1186/s40594-024-00468-5 · Cited by 12 · see citing works
“…information from memory bolsters the long-term retention of that information more than restudying the information (i.e., the testing effect; e.g., Karpicke & Roediger, 2008; Roediger & Karpicke, 2006; for a meta-analysis, see Adesope et al., 2017; for a recent review, see McDermott, 2021).”
Kubik, V., Jemstedt, A., Eshratabadi, H. M., Schwartz, B. L., & Jönsson, F. U. (2022) · Metacognition and Learning · doi:10.1007/s11409-021-09288-2 · Cited by 11 · see citing works
“With‑Practice Effect Retrieval practice has various beneficial effects on memory, specifically on long-term retention (Kubik et al., 2018, 2020; Roediger & Karpicke, 2006a; for comprehensive overviews, see McDermott, 2021; Roediger & Karpicke, 2006a; see also Kubik, Gaschler, et al., 2021).”
Guessing as a learning intervention: A meta-analytic review of the prequestion effect
Hilaire, K. J. S., Chan, J. C. K., & Ahn, D. (2023) · Psychonomic Bulletin & Review · doi:10.3758/s13423-023-02353-8 · Cited by 15 · see citing works
“By contrast, other memory phenomena such as the testing effect (McDermott, 2021) bolster learning because they benefit the storage and retention of information over time (i.e., to slow down forgetting).”
Ahn, D., & Chan, J. C. K. (2025) · Applied Cognitive Psychology · doi:10.1002/acp.70026 · Cited by 10 · see citing works
Enhancing History-Taking Skills in Medical Students: A Practical Guide
Patel, R. (2023) · Cureus · doi:10.7759/cureus.41861 · Cited by 9 · see citing works
“One such paper has shown that long-term retention is increased by the use of retrieval practice over the use of restudy [14].”
BackgroundGordon, K. R., Storkel, H. L., Lowry, S. L., & Sultani, M. J. (2023) · American Journal of Speech-Language Pathology · doi:10.1044/2023_ajslp-23-00037 · Cited by 9 · see citing works
Almkvist, O., & Graff, C. (2022) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2022.905329 · Cited by 8 · see citing works
“It has been suggested that the mechanism of PE is related to various learning and memory processes, e.g., remembering test items, answers, and problems related to explicit declarative learning and retrieval processes related to the test content (Gross et al., 2018; McDermott, 2021).”
BackgroundKang, Y., Ha, H., & Lee, H. S. (2023) · Educational Psychology Review · doi:10.1007/s10648-023-09772-y · Cited by 7 · see citing works
“A large number of studies demonstrated the robust effect of testing relative to a restudy control, using a wide range of materials, including verbal and nonverbal (for reviews, see McDermott, 2021; Rowland, 2014).”
BackgroundEffects of retrieval practice on retention and application of complex educational concepts
Corral, D., & Carpenter, S. K. (2025) · Learning and Instruction · doi:10.1016/j.learninstruc.2025.102219 · Cited by 10 · see citing works
Remembering a Virtual Museum Tour: Viewing Time, Memory Reactivation, and Memory Distortion
Daviddi, S., Mastroberardino, S., Jacques, P. L. S., Schacter, D. L., & Santangelo, V. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.869336 · Cited by 7 · see citing works
“Specifically, the reactivation phase produced an increased number of reactivated (vs. baseline) targets correctly recognized as artworks explored during the VMT, possibly acting as a retrieval practice phase (McDermott, 2021).”
BackgroundReactivation strength during cued recall is modulated by graph distance within cognitive maps
Kern, S., Nagel, J., Gerchen, M. F., Gürsoy, Ç. N., Meyer‐Lindenberg, A., Kirsch, P., Dolan, R. J., Gais, S., & Feld, G. B. (2023) · eLife · doi:10.7554/elife.93357 · Cited by 10 · see citing works
How task difficulty and academic self-efficacy impact retrieval practice guidance
Liao, C., & Zhang, J. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1260084 · Cited by 8 · see citing works
“The effectiveness of retrieval-based learning has been confirmed by numerous studies (Adesope et al., 2017; McDermott, 2021).”
ResultIntroducing desirable difficulty in STEM barrier courses with spaced retrieval practice
Bego, C. R., Lyle, K. B., Immekus, J. C., & Ralston, P. A. S. (2021) · IEEE Frontiers in Education Conference (FIE) · doi:10.1109/fie49875.2021.9637192 · Cited by 5 · see citing works
The dual-process perspective and the benefits of retrieval practice in younger and older adults
Shaffer, R. A., & McDermott, K. (2022) · Memory · doi:10.1080/09658211.2022.2027986 · Cited by 3 · see citing works
“In doing so, this study seeks to address three aims: The first and most basic aim is to examine the replicability of the findings from Shaffer and McDermott (2020) revealing a testing effect in both recollection and familiarity on both immediate and delayed final tests. The experiments in Shaffer and McDermott (2020)…”
BackgroundMethodResultInfluentialSelf-citationRetrieval practice effect and individual differences: current status and future directions
de Lima, M. F. R., & Buratto, L. G. (2024) · Journal of Cognitive Psychology · doi:10.1080/20445911.2024.2354963 · Cited by 6 · see citing works
“39) between the retrieval practice e ff ect for easy and di ffi cult items, suggesting that it may not behave in a trait-like manner (McDermott, 2021).”
BackgroundSheaffer, R., & Levy, D. A. (2022) · Memory & Cognition · doi:10.3758/s13421-022-01293-3 · Cited by 4 · see citing works
Retrieval Practice as a Learning Strategy for Diverse Populations
Ekuni, R., & Jaeger, A. (2022) · Springer eBooks · doi:10.1007/978-3-031-06908-6_15 · Cited by 5 · see citing works
Signal detection theory and eyewitness identification
Wixted, J. T., & Roediger, H. L., III (2023) · doi:10.1093/oso/9780192849069.003.0004 · Cited by 4 · see citing works
Pitfalls in Sleep and Memory Research and How to Avoid Them: A Consensus PaperPreprint
Németh, D., Gerbier, É., Jan Born, A., Rickard, T. C., Albouy, G., Diekelmann, S., Fogel, S. M., Genzel, L., Prehn‐Kristensen, A., Payne, J. D., et al. (2021) · Preprints.org · doi:10.20944/preprints201908.0208.v2 · Cited by 4 · see citing works
Wang, Y. (2025) · Frontiers in Psychology · doi:10.3389/fpsyg.2025.1618121 · Cited by 6 · see citing works
“Retrieval-practice syntheses demonstrate that the advantages of learning manipulations typically emerge or stabilize at delays of days (McDermott, 2021; Roediger and Karpicke, 2006).”
Mayas, J., Prieto, A. F., & Montoro, P. R. (2023) · Applied Cognitive Psychology · doi:10.1002/acp.4138 · Cited by 3 · see citing works
Far transfer of retrieval-practice benefits: rule-based learning as the underlying mechanism
Opitz, B., & Kubik, V. (2024) · Cognitive Research Principles and Implications · doi:10.1186/s41235-024-00598-y · Cited by 3 · see citing works
“…that retrieval practice is also effective with educationally relevant, more complex materials (e.g., Endres & Renkl, 2015; Heitmann et al., 2018, 2021; for a discussion of these inconsistencies, see Karpicke & Aue, 2015; Rummer & Schweppe, 2022) and in authentic educational contexts (at the…”
BackgroundPermzadian, V., & Cho, K. W. (2025) · Assessment & Evaluation in Higher Education · doi:10.1080/02602938.2025.2502590 · Cited by 4 · see citing works
“For example, research has clearly established that attempting to retrieve information from memory during testing enhances long-term retention of the assessed material (i.e. the testing effect; see McDermott 2021 and Rowland 2014 for a review).”
Neural and computational evidence for a predictive learning account of the testing effect
Chen, H., Verbeke, P., Mattioni, S., Calderon, C. B., & Verguts, T. (2025) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2506530122 · Cited by 3 · see citing works
Spaced Retrieval Practice in Two Fundamental Engineering Courses: Calculus and Physics
Patrick, R. J., Bego, C. R., Chastain, R. J., Ralston, P. A. S., Immekus, J. C., & Lyle, K. B. (2022) · IEEE Frontiers in Education Conference (FIE) · doi:10.1109/fie56618.2022.9962526 · Cited by 3 · see citing works
“As a mnemonic technique, retrieval practice is based on the testing effect, which is the finding that long-term retention of information benefits more from retrieving the information from memory than from restudying it [5], [6].”
MethodKenfield, M., Tannenbaum, A. P., Hess, A. S., et al. (2023) · Academic Pathology · doi:10.1016/j.acpath.2023.100089 · Cited by 3 · see citing works
“In addition, there was a noticeable discrepancy in the current number of residents who filled out the pre-course survey (7) and the post-course survey (10).”
BackgroundLow-performing students benefit mostly from Open-Book Examinations
Spitzer, M., langsdorf, L. E., Richter, E., & Schubert, T. (2024) · Computers and Education Open · doi:10.1016/j.caeo.2024.100239 · Cited by 7 · see citing works
Ekuni, R. (2023) · Atos de Pesquisa em Educação · doi:10.7867/1809-03542022e10951 · Cited by 3 · see citing works
Reactivation strength during cued recall is modulated by graph distance within cognitive mapsPreprint
Kern, S., Nagel, J., Gerchen, M. F., Guersoy, C., Meyer‐Lindenberg, A., Kirsch, P., Dolan, R. J., Gais, S., & Feld, G. B. (2024) · eLife · doi:10.7554/elife.93357.3 · Cited by 3 · see citing works
Dobson, J. (2025) · AJP Advances in Physiology Education · doi:10.1152/advan.00173.2025 · Cited by 3 · see citing works
Huang, S., & Cao, H.-W. (2026) · Digital studies in language and literature · doi:10.1515/dsll-2025-0023 · Cited by 2 · see citing works
“…learners to actively search and retrieve target information from memory rather than passively re-expose themselves to the material, has been shown, when total exposure time is controlled, to produce superior long-term retention compared with restudying (McDermott 2021; Karpicke 2017; Rowland 2014).”
The test–retest reliability of the retrieval practice effect
de Lima, M. F. R., & Buratto, L. G. (2022) · Quarterly Journal of Experimental Psychology · doi:10.1177/17470218221141586 · Cited by 2 · see citing works
“These scores could potentially lead to scaling issues (Brewer & Unsworth, 2012; McDermott, 2021).”
InfluentialKanayama, K., Iwata, A., & Kasahara, K. (2023) · IRAL - International Review of Applied Linguistics in Language Teaching · doi:10.1515/iral-2023-0141 · Cited by 2 · see citing works
The impact of working memory testing on long-term associative memory
Xie, K. Y., & Reuter‐Lorenz, P. A. (2024) · Memory & Cognition · doi:10.3758/s13421-024-01568-x · Cited by 2 · see citing works
“…evidence from the LTM literature on the testing effect indicates that incorrect responses on multiple-choice practice tests are problematic because multiple-choice tests introduce a context in which the studied information is re-exposed with incorrect, but plausible, information (McDermott, 2021).”
Retrieval Practice “in the Wild”: Teachers' Reported Use of Retrieval Practice in the Classroom
Bates, G. W., & Shea, J. (2024) · Mind Brain and Education · doi:10.1111/mbe.12420 · Cited by 2 · see citing works
Karpicke, J. D. (2025) · Elsevier eBooks · doi:10.1016/b978-0-443-15754-7.00074-2 · Cited by 3 · see citing works
Zhang, J., Huo, X., Lv, H., Xu, J., & Ma, X. (2025) · npj Science of Learning · doi:10.1038/s41539-025-00349-8 · Cited by 2 · see citing works
“This underscores the notion that retrieval serves not only as a recall process but also as an encoding mechanism for subsequent experiences 2 .”
Concept mapping – increased potential as a retrieval-based task
Lenski, S., Mustafa, M., & Großschedl, J. (2024) · Memory · doi:10.1080/09658211.2024.2363463 · Cited by 1 · see citing works
“…tasks that involve elaboration processes during the encoding of information ( elaborative study ) have long been considered particularly conducive to learning, the importance of retrieval processes has been overlooked by learning theories for a long time (Blunt & Karpicke, 2014; McDermott, 2021).”
Oden, P., Lamb, M., Thorvald, P., & Billing, E. (2024) · Lecture notes in computer science · doi:10.1007/978-3-031-71704-8_25 · Cited by 1 · see citing works
‘What’s in a name?’ Retrieval practice in the primary classroom: a case study
Bates, G. (2025) · Education 3-13 · doi:10.1080/03004279.2025.2504492 · Cited by 1 · see citing works
Individual differences in working memory and the benefit of retrieval practice
Fordyce, A., Redick, T. S., Bedwell, J. P., & Karpicke, J. D. (2025) · Journal of Memory and Language · doi:10.1016/j.jml.2025.104664 · Cited by 1 · see citing works
Does Covert Retrieval Benefit Adolescents’ Learning in 8th Grade Science Classes?
Witherby, A. E., Northern, P. E., & Tauber, S. K. (2025) · Behavioral Sciences · doi:10.3390/bs15070843 · Cited by 1 · see citing works
“These outcomes are consistent with prior research (e.g., Darabi et al., 2007; Kang et al., 2011; Pan et al., 2016, 2019; for reviews, see Agarwal et al., 2012, 2021; Moreira et al., 2019; Roediger & Karpicke, 2006b).”
Kaneko, S., Iwaki, N., Sakuraba, H., Ishikawa, K., Kakinuma, M., Yamamoto, S., & Morotomi, T. (2025) · Cogent Psychology · doi:10.1080/23311908.2025.2524938 · Cited by 1 · see citing works
“…testing effect and that when feedback is not given, the effect is greatest when initial test performance exceeds 75% (Karpicke, lehman, et al., 2014; mcDermott, 2021). most studies examining the relationship between the testing effect and WmC have used only one task to evaluate working memory…”
Effect of target detection on the testing effect
Dong, Y., Zheng, S., Liu, X., Hao, C., & Fu, D. (2025) · Acta Psychologica · doi:10.1016/j.actpsy.2025.105856 · Cited by 1 · see citing works
Jalalkamali, E., Moradimajd, P., Maroufi, S. S., & Abolghasemi, J. (2025) · Journal of Education and Health Promotion · doi:10.4103/jehp.jehp_1318_24 · Cited by 1 · see citing works
Incorporating Evidence-based Teaching Practices in an Engineering Course to Improve Learning
Wildschut, J. A. (2024) · ASEE Annual Conference & Exposition · doi:10.18260/1-2--47607 · Cited by 1 · see citing works
Rhoads, B., & Schrock, J. (2024) · ASEE Annual Conference & Exposition · doi:10.18260/1-2--42477 · Cited by 1 · see citing works
Neural mechanisms by which spaced learning promotes understandingPreprint
Liang, Y., He, Y., Cheng, Z., Li, Y., Liu, L., Wu, Y., Sun, Y., Ren, F., Shuai, M., Luo, W., et al. (2021) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2021.09.06.459209 · Cited by 1 · see citing works
Coulson, M., Searle, I. R., Richards, R., et al. (2021) · doi:10.35542/osf.io/7dr94
Cognitive and Affective Factors in Relation to Learning
(2022) · Frontiers research topics · doi:10.3389/978-2-83250-498-7 · Cited by 1 · see citing works
Fine-Tuning the Methodology of Sleep and Memory Research From a Human Behavioral PerspectivePreprint
Németh, D., Gerbier, É., Jan Born, A., Rickard, T. C., Albouy, G., Diekelmann, S., Fogel, S. M., Genzel, L., Prehn‐Kristensen, A., Payne, J. D., et al. (2023) · Preprints.org · doi:10.20944/preprints201908.0208.v3
Reactivation strength during cued recall is modulated by graph distance within cognitive mapsPreprint
Kern, S., Nagel, J., Gerchen, M. F., Gürsoy, Ç. N., Meyer‐Lindenberg, A., Kirsch, P., Dolan, R. J., Gais, S., & Feld, G. B. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.07.31.551234
“…search could be deployed involving simultaneous activation of candidates when these are sufficiently consolidated within maps that support non-interfering co-reactivation of competing representations (Mattar & Lengyel, 2022), or when exhaustive replay would be too expensive computationally.”
BackgroundWestfall, H. A., & Lee, M. D. (2023) · Computational Brain & Behavior · doi:10.1007/s42113-023-00182-5
“There are several possible explanations for this observation,includingbutnotlimitedtorepetitioneffects(Toppino& Gerbier, 2014), testing effects (McDermott, 2021), or simply a difference of actively versus passively engaging with the to-be-remembered stimuli (Rotem-Turchinski et al., 2019).”
Edwina Eunice Abbott (Cowan): Pioneer Psychologist
MacLeod, C. M. (2023) · The American Journal of Psychology · doi:10.5406/19398298.136.3.07
Free-recall retrieval practice tasks for students with ADHD: whole-text versus section recall
Stern, P., & Halamish, V. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1301726 · Cited by 1 · see citing works
“…in numerous studies with various types of materials, activities, and procedures, and in both lab and classroom settings (for reviews and meta-analyses, see Rowland, 2014; Adesope et al., 2017; Pan and Rickard, 2018; Fazio and Marsh, 2019; Agarwal et al., 2021; McDermott, 2021; Yang et al., 2021).”
BackgroundReactivation strength during cued recall is modulated by graph distance within cognitive mapsPreprint
Kern, S., Nagel, J., Gerchen, M. F., Guersoy, C., Meyer‐Lindenberg, A., Kirsch, P., Dolan, R. J., Gais, S., & Feld, G. B. (2023) · doi:10.7554/elife.93357.1
Spaced Retrieval Practice Improves Engineering Student Performance in Physics
Bego, C. R., Tran, A., Ralston, P. A. S., Crockett, C., Chastain, R. J., & Lyle, K. B. (2023) · IEEE Frontiers in Education Conference (FIE) · doi:10.1109/fie58773.2023.10343025
Pan, S. C., Dunlosky, J. T., Xu, K. M., & Ouwehand, K. (2024) · doi:10.31234/osf.io/gs5yr
Cui, X., Lu, J., Liu, Y., Li, J., Zheng, Z., & Guo, C. (2024) · Brain Research · doi:10.1016/j.brainres.2024.148939
Reactivation strength during cued recall is modulated by graph distance within cognitive mapsPreprint
Kern, S., Nagel, J., Gerchen, M. F., Guersoy, C., Meyer‐Lindenberg, A., Kirsch, P., Dolan, R. J., Gais, S., & Feld, G. B. (2024) · eLife · doi:10.7554/elife.93357.2
Retrieval method as a learning intervention for long term retention and creative thinking skills
Vemuri, D. V. V. (2024) · Journal of Engineering Education/Journal of engineering education transformations/Journal of engineering education transformation · doi:10.16920/jeet/2024/v37is2/24102
Reactivation strength during cued recall is modulated by graph distance within cognitive maps
Kern, S., Nagel, J., Gerchen, M. F., Gürsoy, Ç. N., Meyer‐Lindenberg, A., Kirsch, P., Dolan, R. J., Gais, S., & Feld, G. B. (2024) · eLife · doi:10.7554/elife.93357.4
Low-performing students benefit mostly from Open-Book ExaminationsPreprint
Spitzer, M., langsdorf, L. E., Richter, E., et al. (2024) · doi:10.31234/osf.io/efcuh
Research on the Influence of Retrieval Practice on ESL Vocabulary Memory
Huang, Q. (2024) · Communications in Humanities Research · doi:10.54254/2753-7064/36/20240044
Sun, S. (2024) · Arts Culture and Language · doi:10.61173/ckpx0780
Raksakietisak, M., Lertsiripatarajit, V., Aroonpruksakul, N., Plailaharn, N., & Raksamani, K. (2024) · BMC Medical Education · doi:10.1186/s12909-024-05887-0
“Testing requires learners to actively retrieve data from memory, which strengthens retrieval pathways, making retrieval of these data easier in the future [11, 12].”
BackgroundAhoomanesh, M., Shahnazari, M., & Ketabi, S. (2024) · Language Learning Journal · doi:10.1080/09571736.2024.2400290
“One signi fi cant stage of this process is the consolidation or entrench-ment of newly learned words into memory which, as current experimental studies suggest, can be achieved by repeated retrieval practice (e.g. Adesope, Trevisan, and Sundararajan 2017; McDermott 2021).”
The effect of social retelling on event recall
Harris, K., & McDermott, K. (2024) · Memory · doi:10.1080/09658211.2024.2415907
Self-citationEnhancing student learning with flipped teaching and retrieval practice integration
Gopalan, C. (2024) · AJP Advances in Physiology Education · doi:10.1152/advan.00080.2024 · Cited by 2 · see citing works
Learning from errors: deliberate errors enhance learning
Qiang, X., Ma, X., & Li, T. (2025) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2025.102379 · Cited by 2 · see citing works
al Mohaddesin, F. R., Moghimi, A., Kobravi, H. R., Yaghoubian, E., & Fadardi, J. S. (2026) · BMC Psychiatry · doi:10.1186/s12888-026-07934-0
“Additionally, the training program utilized active recall to enhance new associative learning [46].”
Greeley, G. D., & Rajaram, S. (2025) · Memory & Cognition · doi:10.3758/s13421-025-01730-z
“In individual recall, the classic testing effect refers to the finding that being tested on material, via recall or through some other means, generally leads to better long-term retention of that material than restudying (McDermott, 2021; Roe-diger & Karpicke, 2006a, b).”
Buchin, Z. L., & Mulligan, N. W. (2025) · Memory · doi:10.1080/09658211.2025.2536142
“…elaborative memory traces in which new information is integrated into existing knowledge, which in turn supports better long-term memory and less subsequent forgetting than does shallower, non-semantic processing (Craik, 2002, 2021; Epstein & Phillips, 1976, see Peng et al., 2025 for discussion).”
The influences of emotion on covert and overt retrieval practice effects
Zhang, Q., Ma, X., & Qiang, X. (2025) · Cognition & Emotion · doi:10.1080/02699931.2025.2566297
“This retrieval-based benefit has been commonly denoted as the retrieval practice effect or the testing effect (Bertilsson et al., 2021; Giannakopoulos et al., 2024; Liu et al., 2017a; Ma et al., 2017; McDermott, 2021; Roediger & Kar-picke, 2006a).”
Lenormand, D., Gaston‐Bellegarde, A., Orriols, É., & Piolino, P. (2026) · Scientific Reports · doi:10.1038/s41598-026-37539-2
Trends in testing effect research: from lab to classroom, but not yet for all learners
Wilschut, T., Sense, F., & van Rijn, H. (2026) · npj Science of Learning · doi:10.1038/s41539-026-00400-2
“Notethatthisperspectivedoesnot aimtoprovideacomprehensivetheoreticalormechanisticaccountofthe testingeffect(forwhichwereferthereadertoworksof 12,13 .”
Cuka, C., Bliven, K. C. H., & Puentedura, E. J. (2026) · Clinical Anatomy · doi:10.1002/ca.70119
Neural correlates of retrieval practice with feedback in foreign vocabulary learning: An fNIRS study
Huang, S., Wang, X., Han, J., Li, D., Wang, J., & Cao, H.-W. (2026) · Brain and Language · doi:10.1016/j.bandl.2026.105765
Test Format Matching Moderates the Forward Testing Effect
Carvalho, M. B., & Marmurek, H. H. C. (2026) · Experimental Psychology (formerly Zeitschrift für Experimentelle Psychologie) · doi:10.1027/1618-3169/a000664
Alagbonsi, A. I., Salman, T. M., Assayouti, S. B., Ahmed, A., Aribatise, B., Gbolagade, K. A., Sulaiman, S., & Marcondes, F. K. (2026) · AJP Advances in Physiology Education · doi:10.1152/advan.00007.2026
How Students Focus their Studying when Offered Exam Re-takes
Flygare, L., Smith, D. H., Herman, G. L., et al. (2026) · ACM Conference on Innovation and Technology in Computer Science Education (ITiCSE) · doi:10.1145/3803400.3809349
“While these “one-shot” exams limit the course’s effort to produce, hold, and grade exams, it may not be the most effective method of leveraging the benefit that assessments have as learning opportunities [1, 24].”
Automatic Question Generation with Large Language Models: A Survey
de Oliveira, R. M., Hernández, A., Garbin, M. C., dos Reis, J. C., & Azevedo, R. (2026) · ACM Computing Surveys · doi:10.1145/3832773 · Cited by 1 · see citing works
“According to McDermott [92], by actively retrieving knowledge, the brain strengthens memory connections, promoting more effective and lasting learning.”
- Authors
- McDermott, K. B.
- Affiliations
- Washington University in St. Louis (US)
- Corresponding author
- McDermott, Kathleen B.
- Venue
- Annual review of psychology
- Publisher
- Annual Reviews
- Published
- 2021-01-04
- Volume
- 72
- Issue
- 1
- Pages
- 609-633
- ISSN
- 0066-4308 (ISSN-L)
- 1545-2085
- OpenAlex
- W3091645833
- Cited by
- 113
- References
- 110
- Citations by year
- 2026: 12 · 2025: 21 · 2024: 36 · 2023: 20 · 2022: 18 · 2021: 6
- FWCI
- 1.48
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Annual Review of Psychology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- James S. McDonnell Foundation
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory Processes and Influences
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Visual and Cognitive Learning Processes
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Functions and Memory
- Keywords
- retrieval practice, testing effect, forgetting, memory retention, student learning, classroom teaching
- MeSH terms
- Humans, Learning, Mental Recall, Students
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