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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychol.</journal-id>
<journal-title>Frontiers in Psychology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychol.</abbrev-journal-title>
<issn pub-type="epub">1664-1078</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyg.2022.842668</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychology</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The Retrieval Practice Hypothesis in Research on Learning by Teaching: Current Status and Challenges</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Kobayashi</surname>
<given-names>Keiichi</given-names>
</name>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/332276/overview"/>
</contrib>
</contrib-group>
<aff><institution>Faculty of Education, Shizuoka University</institution>, <addr-line>Shizuoka</addr-line>, <country>Japan</country></aff>
<author-notes>
<fn id="fn0001" fn-type="edited-by"><p>Edited by: Christopher A. Was, Kent State University, United States</p></fn>
<fn id="fn0002" fn-type="edited-by"><p>Reviewed by: Jenni Redifer, Western Kentucky University, United States; Philip U. Gustafsson, Stockholm University, Sweden</p></fn>
<corresp id="c001">&#x002A;Correspondence: Keiichi Kobayashi, <email>kobayashi.keiichi@shizuoka.ac.jp</email></corresp>
<fn id="fn0003" fn-type="other"><p>This article was submitted to Educational Psychology, a section of the journal Frontiers in Psychology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>11</day>
<month>05</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>842668</elocation-id>
<history>
<date date-type="received">
<day>24</day>
<month>12</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>04</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 Kobayashi.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Kobayashi</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>To explain why students learn effectively by teaching, explaining to others in particular, Koh and colleagues advanced the retrieval practice hypothesis, which attributes the learning benefits entirely to the effect of practicing retrieval, that is, effortfully recalling to-be-taught information for the provision of instructional explanations. After delineating the rationale behind the retrieval practice hypothesis, the current situation of research, and the limitations of the existing approach, this paper proposes three tests for the evaluation of the hypothesis that address (1) whether explaining to others after initial studying surpasses restudying in learning performance, (2) whether the amount of effort to retrieve to-be-taught information from memory moderates the learning effects of explaining to others, and (3) whether the degree of elaboration during retrieval practice positively predicts the outcomes of learning by merely recalling to-be-taught information. Evidence is examined regarding whether each test is passed, and future directions for research on the retrieval practice hypothesis are discussed.</p>
</abstract>
<kwd-group>
<kwd>learning by teaching</kwd>
<kwd>explaining to others</kwd>
<kwd>retrieval practice</kwd>
<kwd>retrieval-based learning</kwd>
<kwd>student learning</kwd>
</kwd-group>
<contract-num rid="cn1">19K03225</contract-num>
<contract-sponsor id="cn1">Japan Society for the Promotion of Science<named-content content-type="fundref-id">10.13039/501100001691</named-content>
</contract-sponsor>
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<ref-count count="57"/>
<page-count count="6"/>
<word-count count="4927"/>
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</article-meta>
</front>
<body>
<sec id="sec1" sec-type="intro">
<title>Introduction</title>
<p>Teaching others has been shown to foster one&#x2019;s learning (<xref ref-type="bibr" rid="ref2">Allen, 1976</xref>; <xref ref-type="bibr" rid="ref3">Annis, 1983</xref>; <xref ref-type="bibr" rid="ref12">Ehly et al., 1987</xref>; <xref ref-type="bibr" rid="ref31">Kobayashi, 2019a</xref>; <xref ref-type="bibr" rid="ref55">Wang et al., 2021</xref>). In recent years, a growing body of evidence indicates that students learn effectively even by merely providing others with instructional explanations (<xref ref-type="bibr" rid="ref10">Coleman et al., 1997</xref>; <xref ref-type="bibr" rid="ref46">Rittle-Johnson et al., 2008</xref>; <xref ref-type="bibr" rid="ref16">Fiorella and Mayer, 2013</xref>, <xref ref-type="bibr" rid="ref17">2014</xref>; <xref ref-type="bibr" rid="ref22">Hoogerheide et al., 2014</xref>, <xref ref-type="bibr" rid="ref21">2016</xref>, <xref ref-type="bibr" rid="ref23">2019a</xref>,<xref ref-type="bibr" rid="ref24">b</xref>; <xref ref-type="bibr" rid="ref35">Koh et al., 2018</xref>; <xref ref-type="bibr" rid="ref15">Fiorella and Kuhlmann, 2020</xref>; <xref ref-type="bibr" rid="ref25">Jacob et al., 2020</xref>, <xref ref-type="bibr" rid="ref27">2022</xref>), except for some cases (<xref ref-type="bibr" rid="ref52">Roscoe and Chi, 2008</xref>; <xref ref-type="bibr" rid="ref37">Lachner et al., 2020</xref>, <xref ref-type="bibr" rid="ref39">2021b</xref>; <xref ref-type="bibr" rid="ref26">Jacob et al., 2021</xref>; for meta-analytic reviews, see <xref ref-type="bibr" rid="ref32">Kobayashi, 2019b</xref>; <xref ref-type="bibr" rid="ref39">Lachner et al., 2021b</xref>). The provision of instructional explanations includes explaining the contents of learning material to another student face to face (e.g., <xref ref-type="bibr" rid="ref10">Coleman et al., 1997</xref>), creating an instructional video (e.g., <xref ref-type="bibr" rid="ref16">Fiorella and Mayer, 2013</xref>; <xref ref-type="bibr" rid="ref22">Hoogerheide et al., 2014</xref>), and preparing written explanations for a fictitious student&#x2019;s learning (e.g., <xref ref-type="bibr" rid="ref21">Hoogerheide et al., 2016</xref>; <xref ref-type="bibr" rid="ref39">Lachner et al., 2021b</xref>). Unlike explaining to oneself, which is a self-oriented activity, explaining to others requires considering the others&#x2019; perspectives and designing explanations for their learning (<xref ref-type="bibr" rid="ref56">Wittwer and Renkl, 2008</xref>; <xref ref-type="bibr" rid="ref9">Chi, 2021</xref>). The two types of explaining are also distinguished from one from the other in that they have different effects on learning (<xref ref-type="bibr" rid="ref10">Coleman et al., 1997</xref>; <xref ref-type="bibr" rid="ref46">Rittle-Johnson et al., 2008</xref>; <xref ref-type="bibr" rid="ref52">Roscoe and Chi, 2008</xref>; <xref ref-type="bibr" rid="ref39">Lachner et al., 2021b</xref>).</p>
<p>Several theoretical accounts have been offered regarding when and why explaining to others fosters one&#x2019;s learning. For example, <xref ref-type="bibr" rid="ref16">Fiorella and Mayer&#x2019;s (2013</xref>, <xref ref-type="bibr" rid="ref17">2014</xref>) generative learning hypothesis argues that the generation of instructional explanations stimulates generative processing, that is, selecting to-be-taught information from learning material, organizing the selected information meaningfully, and integrating it with prior knowledge, which lead to successful learning. <xref ref-type="bibr" rid="ref51">Roscoe and Chi (2007)</xref> and <xref ref-type="bibr" rid="ref37">Lachner et al. (2020)</xref> emphasize the role of metacognitive processes as well, proposing that students benefit from explaining to others if it acts as a trigger for self-monitoring of comprehension, thereby promoting constructive or generative processing. The social presence hypothesis (<xref ref-type="bibr" rid="ref21">Hoogerheide et al., 2016</xref>; <xref ref-type="bibr" rid="ref38">Lachner et al., 2021a</xref>) holds that the level of social presence&#x2014;the degree to which one&#x2019;s student is perceived realistically in a mediated communication environment&#x2014;determines the learning effects of explaining to others. Among other accounts, this paper focuses on the retrieval practice hypothesis, which was advanced by <xref ref-type="bibr" rid="ref35">Koh et al. (2018)</xref> as an alternative to the existing accounts and has received research attention since.</p>
<p>According to <xref ref-type="bibr" rid="ref35">Koh et al.&#x2019;s (2018)</xref> retrieval practice hypothesis, the learning benefits of explaining to others are entirely attributable to the retrieval practice effect. The <italic>retrieval practice effect</italic>, also known as the <italic>testing effect</italic> or <italic>test-enhanced learning</italic>, refers to the enhancement of learning by effortfully retrieving to-be-learned information from long-term memory (e.g., <xref ref-type="bibr" rid="ref47">Roediger and Karpicke, 2006</xref>). In the typical paradigm of retrieval practice research, students study learning material, practice retrieval (e.g., recall the studied contents) after a short or long delay, and finally take a criterion test (<xref ref-type="bibr" rid="ref28">Karpicke, 2017</xref>). Retrieval practice is induced not only by free-recall, cued-recall, or recognition testing (<xref ref-type="bibr" rid="ref47">Roediger and Karpicke, 2006</xref>; <xref ref-type="bibr" rid="ref53">Rowland, 2014</xref>) but also by engaging in a retrieval-based learning activity, for example, creating a concept map in a closed-book style (<xref ref-type="bibr" rid="ref4">Blunt and Karpicke, 2014</xref>; <xref ref-type="bibr" rid="ref29">Karpicke et al., 2014a</xref>) and explaining from memory (<xref ref-type="bibr" rid="ref20">Hinze et al., 2013</xref>; <xref ref-type="bibr" rid="ref19">Hiller et al., 2020</xref>). There is considerable evidence that retrieval practice surpasses restudying or other learning strategies in criterion test performance, such as retention, inference, and transfer (for meta-analytic reviews, see <xref ref-type="bibr" rid="ref53">Rowland, 2014</xref>; <xref ref-type="bibr" rid="ref1">Adesope et al., 2017</xref>; <xref ref-type="bibr" rid="ref43">Pan and Rickard, 2018</xref>; <xref ref-type="bibr" rid="ref57">Yang et al., 2021</xref>), though, under certain conditions, retrieval-based learning has been shown to be inferior to non-retrieval-based learning, such as generative learning strategies (e.g., <xref ref-type="bibr" rid="ref48">Roelle and Berthold, 2017</xref>; <xref ref-type="bibr" rid="ref49">Roelle and N&#x00FC;ckles, 2019</xref>; <xref ref-type="bibr" rid="ref11">Ebersbach, 2020</xref>; <xref ref-type="bibr" rid="ref19">Hiller et al., 2020</xref>). Recent research on learning by teaching has often employed an experimental paradigm consisting of three phases (e.g., <xref ref-type="bibr" rid="ref16">Fiorella and Mayer, 2013</xref>; <xref ref-type="bibr" rid="ref22">Hoogerheide et al., 2014</xref>). In the first phase, students study learning material with or without the expectation of teaching. After a short while, in the second phase, they provide instructional explanations of the studied contents without referring to the learning material or their notes. In the third phase, their learning outcomes are assessed. This paradigm appears to fulfill the basic requirements for retrieval-based learning. That is, students must recall to-be-taught information with some effort for the provision of instructional explanations before they take a criterion test. Thus, the retrieval practice hypothesis posits that retrieval practice accounts for the effectiveness of learning by explaining to others. Although promising, no attempt has been made to summarize and carefully examine evidence regarding this hypothesis. In this paper, I discuss where research on the retrieval practice hypothesis is and where it should go, pointing out the limitations of the existing approach and proposing informative tests for the evaluation of the hypothesis.</p>
</sec>
<sec id="sec2">
<title>Current Situation of Research on the Retrieval Practice Hypothesis</title>
<p>To examine the retrieval practice hypothesis, <xref ref-type="bibr" rid="ref35">Koh et al. (2018)</xref> had students study a text first and then either (a) create an instructional video about the contents of the text without referring to the text or their notes (i.e., practice retrieval while explaining), (b) take a free-recall test on the text (i.e., practice retrieval without explaining), (c) read a given teaching script aloud in the presence of a video camera (i.e., explain without practicing retrieval), or (d) perform a filler task (i.e., spend extra time completing another activity without internal or external re-exposure to the text information) before a final comprehension test. The instructional video and recall test groups performed better in comprehension than the teaching script group (<italic>d</italic>s&#x2009;=&#x2009;0.57 and 0.65, respectively) and the filler task group (<italic>d</italic>s&#x2009;=&#x2009;0.82 and 0.91, respectively). The former two groups did not statistically significantly or substantially differ from each other (<italic>d</italic>&#x2009;=&#x2009;0.10). <xref ref-type="bibr" rid="ref35">Koh et al. (2018)</xref> concluded from these results that retrieval practice, but not explanation generation, produces the learning benefits of explaining to others.</p>
<p>However, the findings of <xref ref-type="bibr" rid="ref35">Koh et al. (2018)</xref> are not definitive yet. As <xref ref-type="bibr" rid="ref37">Lachner et al. (2020)</xref> noted, reading the given teaching script aloud may have excluded not only the retrieval of to-be-taught information but also the generation of instructional explanations. It is questionable whether <xref ref-type="bibr" rid="ref35">Koh et al. (2018)</xref> successfully separated the retrieval practice and explanation generation effects by comparing the instructional video and teaching script groups. Furthermore, existing evidence is mixed on the learning effects of explaining to others versus recalling. In line with <xref ref-type="bibr" rid="ref35">Koh et al.&#x2019;s (2018)</xref> findings, some studies have found no statistically significant differences in learning performance between explaining to others and recalling (<xref ref-type="bibr" rid="ref21">Hoogerheide et al., 2016</xref>, Experiment 1; <xref ref-type="bibr" rid="ref37">Lachner et al., 2020</xref>, <xref ref-type="bibr" rid="ref38">2021a</xref>; <xref ref-type="bibr" rid="ref26">Jacob et al., 2021</xref>). Effect sizes reported in or calculated from these studies were <italic>d</italic>s&#x2009;=&#x2009;&#x2212;0.47&#x2013;0.28. In contrast, other studies have shown that, under certain conditions, learning by explaining to others outperforms learning by recalling (<xref ref-type="bibr" rid="ref22">Hoogerheide et al., 2014</xref>, <xref ref-type="bibr" rid="ref21">2016</xref>, Experiment 2; <xref ref-type="bibr" rid="ref25">Jacob et al., 2020</xref>; reported <italic>d</italic>s&#x2009;=&#x2009;0.36&#x2013;1.10). The observed superiority of explaining to others over recalling has been interpreted by opponents of the retrieval practice hypothesis to suggest that the retrieval practice effect does not fully account for the learning benefits of explaining to others (<xref ref-type="bibr" rid="ref22">Hoogerheide et al., 2014</xref>; <xref ref-type="bibr" rid="ref37">Lachner et al., 2020</xref>).</p>
<p>More importantly and contrary to the assumption underlying previous work on the retrieval practice hypothesis (e.g., <xref ref-type="bibr" rid="ref22">Hoogerheide et al., 2014</xref>; <xref ref-type="bibr" rid="ref35">Koh et al., 2018</xref>; <xref ref-type="bibr" rid="ref37">Lachner et al., 2020</xref>), examining the learning effects of explaining to others versus recalling is not always informative for the evaluation of the hypothesis. The informativeness is dependent on psychological mechanisms of retrieval-based learning. To illustrate, consider two competing accounts of the retrieval practice effect: the elaborative retrieval hypothesis and the episodic context theory. The elaborative retrieval hypothesis (<xref ref-type="bibr" rid="ref5">Carpenter, 2009</xref>, <xref ref-type="bibr" rid="ref6">2011</xref>; <xref ref-type="bibr" rid="ref8">Carpenter and Yeung, 2017</xref>) holds that the effortful retrieval of to-be-learned information promotes learning through elaborative processing. Elaborative processing refers to linking retrieval cues with semantically relevant information in long-term memory, thereby creating multiple routes from each retrieval cue to target information that facilitate the later retrieval of the target information. It is also assumed that the degree of elaboration varies depending on how to-be-learned information is retrieved and processed further. For example, elaboration may be induced more effectively when retrieval practice is involved in the act of explaining from memory than taking a recall test (<xref ref-type="bibr" rid="ref20">Hinze et al., 2013</xref>). If the elaborative retrieval hypothesis is correct, the superiority of explaining to others over recalling in learning performance&#x2014;the larger versus smaller elaboration (= retrieval practice) effects&#x2014;does not constitute evidence against the retrieval practice hypothesis. Conversely, the episodic context theory (<xref ref-type="bibr" rid="ref30">Karpicke et al., 2014b</xref>; <xref ref-type="bibr" rid="ref41">Lehman et al., 2014</xref>) clearly distinguishes the retrieval practice effect from the elaboration effect and does not conflict with the idea that the two effects can coexist in learning by explaining to others. If instead this account is correct, the examination of learning effects of explaining to others (the retrieval practice and elaboration effects) versus recalling (the retrieval practice effect) may yield insights into the retrieval practice hypothesis. Unfortunately, there is no conclusive evidence to prove either of the accounts. Psychological mechanisms behind the retrieval practice effect are still in dispute (<xref ref-type="bibr" rid="ref28">Karpicke, 2017</xref>; <xref ref-type="bibr" rid="ref42">McDermott, 2021</xref>). To effectively evaluate the retrieval practice hypothesis, more informative tests are needed.</p>
</sec>
<sec id="sec3">
<title>Informative Tests for Evaluating the Retrieval Practice Hypothesis</title>
<p>As an alternative to the existing approach, this paper proposes three tests for the evaluation of the retrieval practice hypothesis. The first test asks whether explaining to others after initial studying surpasses restudying in learning performance. The second test concerns the influence of retrieval effort on learning by explaining to others. It asks whether the amount of effort to retrieve to-be-taught information moderates the learning effects. The third test addresses whether the degree of elaboration during retrieval practice positively predicts the outcomes of learning by merely recalling to-be-taught information. The basic assumption underlying these tests is that if learning by explaining to others and recalling are based on the same mechanism, the two processes will be identical in essential respects. The retrieval practice hypothesis may not be substantiated by passing only one of the tests. But still, whether all the three tests are passed will be informative for judging the validity of the hypothesis. The idea behind each test is as follows:</p>
<sec id="sec4">
<title>Superiority of Learning by Explaining to Others Over Restudying</title>
<p>Successfully retrieving to-be-learned information from memory entails (internal) re-exposure to the information. Therefore, it is important for proponents of retrieval-based learning to rule out the possibility that rather than the process of effortful retrieval, the re-exposure accounts for the retrieval practice effect (<xref ref-type="bibr" rid="ref47">Roediger and Karpicke, 2006</xref>; <xref ref-type="bibr" rid="ref28">Karpicke, 2017</xref>). 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 (<xref ref-type="bibr" rid="ref28">Karpicke, 2017</xref>; <xref ref-type="bibr" rid="ref42">McDermott, 2021</xref>). Supporting the basic idea of retrieval-based learning, the superiority of retrieval practice over restudying in learning performance has been shown to be robust (<xref ref-type="bibr" rid="ref47">Roediger and Karpicke, 2006</xref>; <xref ref-type="bibr" rid="ref53">Rowland, 2014</xref>; <xref ref-type="bibr" rid="ref1">Adesope et al., 2017</xref>). If retrieval practice produces the learning benefits of explaining to others, students will learn better when they explain to others after initial studying than when they restudy.</p>
</sec>
<sec id="sec5">
<title>Influence of Retrieval Effort on Learning by Explaining to Others</title>
<p>It has been suggested that the amount of effort to retrieve (or the level of the difficulty of retrieving) to-be-learned information is a determinant of the retrieval practice effect (e.g., <xref ref-type="bibr" rid="ref45">Pyc and Rawson, 2009</xref>; <xref ref-type="bibr" rid="ref14">Endres and Renkl, 2015</xref>; <xref ref-type="bibr" rid="ref28">Karpicke, 2017</xref>). Unless retrieval failure is high or left unremedied, the greater retrieval practice effect is produced when greater retrieval effort is required (<xref ref-type="bibr" rid="ref28">Karpicke, 2017</xref>). Examples include when fewer retrieval cues are available for the retrieval of target information (<xref ref-type="bibr" rid="ref7">Carpenter and DeLosh, 2006</xref>), when a retrieval cue is semantically less related to target information (<xref ref-type="bibr" rid="ref5">Carpenter, 2009</xref>), and when there is a longer interval between initial studying and retrieval practice (<xref ref-type="bibr" rid="ref45">Pyc and Rawson, 2009</xref>). Similarly, the more effortful retrieval of to-be-taught information in the process of providing instructional explanations will lead to better learning performance if retrieval practice is a key mechanism behind learning by explaining to others. Excessive sacrifice of retrieval success may reduce the influence of retrieval effort, though.</p>
</sec>
<sec id="sec6">
<title>The Predicting Effect of Elaboration on Learning by Recalling</title>
<p>As noted previously, researchers still disagree on the role of elaboration in retrieval-based learning. Remarkably, though, research on learning by teaching has shown that students who include more elaborations&#x2014;ideas beyond learning material, such as bridging inferences, examples, and analogies&#x2014;in their instructional explanations learn better (<xref ref-type="bibr" rid="ref52">Roscoe and Chi, 2008</xref>; <xref ref-type="bibr" rid="ref50">Roscoe, 2014</xref>; <xref ref-type="bibr" rid="ref40">Lachner et al., 2018</xref>; <xref ref-type="bibr" rid="ref18">Fiorella et al., 2021</xref>; <xref ref-type="bibr" rid="ref26">Jacob et al., 2021</xref>, <xref ref-type="bibr" rid="ref27">2022</xref>; <xref ref-type="bibr" rid="ref33">Kobayashi, 2021a</xref>,<xref ref-type="bibr" rid="ref34">b</xref>). For example, <xref ref-type="bibr" rid="ref15">Fiorella and Kuhlmann (2020)</xref> found that the number of elaborative statements in instructional explanations students generated during the creation of an instructional video was a positive predictor of their learning outcomes. These findings suggest that the elaborative processing of to-be-taught information makes a significant contribution to learning by explaining to others. Therefore, if the learning benefits of explaining to others and recalling are both entirely attributable to the retrieval practice effect, elaboration will be observed to play a role in learning by merely recalling to-be-taught information as well. More specifically, the number of elaborations in recall protocols generated during retrieval practice will positively predict learning outcomes.</p>
</sec>
</sec>
<sec id="sec7">
<title>Applying the Informative Tests: Current Evidence and Future Challenges</title>
<p>Does the retrieval practice hypothesis pass the three informative tests? At this point in time, my answer is &#x201C;No.&#x201D; In this final section, I examine empirical evidence regarding whether each test is passed and discuss future research needs and directions.</p>
<p>First, only a few studies have examined the learning effects of explaining to others versus restudying. For example, <xref ref-type="bibr" rid="ref24">Hoogerheide et al. (2019b)</xref> found that students who explained the contents of learning material to a fictitious student performed better in the acquisition of conceptual knowledge than those who restudied the learning material. Similar results are obtained in <xref ref-type="bibr" rid="ref15">Fiorella and Kuhlmann (2020)</xref>. However, these studies have been concerned with the creation of an instructional video, or the provision of oral explanations. The same may not apply to learning by explaining in writing versus restudying. Indeed, it has been shown that the learning benefits of providing instructional explanations (versus recalling or other learning strategies) are observed when the explanations are provided orally but not when they are written (<xref ref-type="bibr" rid="ref21">Hoogerheide et al., 2016</xref>; for a meta-analytic review, see <xref ref-type="bibr" rid="ref39">Lachner et al., 2021b</xref>). This poses a serious challenge to the retrieval practice hypothesis. There is no evidence that oral and written modes of retrieval differentially affect the effectiveness of retrieval-based learning versus restudying (<xref ref-type="bibr" rid="ref44">Putnam and Roediger, 2013</xref>; for a meta-analytic review, see <xref ref-type="bibr" rid="ref57">Yang et al., 2021</xref>). The retrieval practice hypothesis, as it stands, cannot explain the potential influence of explanation modality on the learning effects of explaining to others versus restudying. Additional work is needed to determine whether explaining to others surpasses restudying in learning performance, regardless of explanation modality.</p>
<p>Second, to my knowledge, there are no data concerning the influence of retrieval effort on learning by explaining to others. Future research should address this gap. For example, it would be interesting to systematically manipulate the external availability of to-be-taught information and thereby examine its influence on learning effects of explaining to others. The extent to which target information is externally available during retrieval practice affects the amount of effort to retrieve the information (<xref ref-type="bibr" rid="ref36">Kornell et al., 2015</xref>; <xref ref-type="bibr" rid="ref19">Hiller et al., 2020</xref>; <xref ref-type="bibr" rid="ref54">Waldeyer et al., 2020</xref>). Students may expend less effort at retrieving to-be-taught information when they can rely on learning material and/or their notes for the provision of instructional explanations (an open-book style) than when they cannot (a closed-book style). The retrieval practice hypothesis predicts that learning by explaining in a closed-book style will outperform learning by explaining in an open-book style if the closed-book explanation does not severely hamper the successful retrieval of to-be-taught information or if retrieval failure is remedied in some way (e.g., by corrective feedback).</p>
<p>Finally, the predicting effect of elaboration on learning by recalling to-be-taught information remains unexamined. Although as mentioned above, not a few studies have compared the learning effects of explaining to others and recalling (e.g., <xref ref-type="bibr" rid="ref35">Koh et al., 2018</xref>; <xref ref-type="bibr" rid="ref37">Lachner et al., 2020</xref>; <xref ref-type="bibr" rid="ref26">Jacob et al., 2021</xref>), none of them have reported any data concerning whether elaboration plays a role in learning by recalling. <xref ref-type="bibr" rid="ref13">Endres et al. (2017)</xref> found that the degree of elaboration during retrieval practice was a positive predictor of learning from a lecture video. However, this study differs in many ways from the previous work examining the role of elaboration in learning by explaining to others (e.g., <xref ref-type="bibr" rid="ref15">Fiorella and Kuhlmann, 2020</xref>). Accordingly, their findings are not directly comparable. Subsequent studies should be designed to compare the predicting effects of elaboration on learning by explaining to others and recalling. It would be informative to test whether the number of elaborations in instructional explanations and recall protocols similarly predict learning outcomes in one study.</p>
</sec>
<sec id="sec8" sec-type="conclusions">
<title>Conclusion</title>
<p>In conclusion, research on the retrieval practice hypothesis is still in its infancy. The currently available evidence is inadequate to assess the hypothesis. Further work could advance the field by verifying whether explaining to others surpasses restudying in learning performance, regardless of explanation modality; whether the amount of retrieval effort moderates the learning effects of explaining to others; and whether the degree of elaboration positively predicts the outcomes of learning by merely recalling to be-taught information. At least there is still no direct evidence showing that the retrieval practice hypothesis fails these tests. The validity of the hypothesis will be strengthened if each test is passed. If not, the likelihood is that psychological mechanisms other than or in addition to retrieval practice account for the learning effects of explaining to others. I hope that this paper inspires more research on the retrieval practice hypothesis and advances the theoretical progress of learning by teaching.</p>
</sec>
<sec id="sec9">
<title>Author Contributions</title>
<p>The author designed the paper, analyzed the literature, and drafted the manuscript.</p>
</sec>
<sec id="sec10" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by the Japan Society for the Promotion of Science (Grant-in-Aid of Scientific Research (C)/No. 19K03225).</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The author declares that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="sec12" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
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