Retrieval-based Learning Research Articles

Toward an episodic context account of retrieval-based learning: dissociating retrieval practice and elaboration.

We tested the predictions of 2 explanations for retrieval-based learning; while the elaborative retrieval hypothesis assumes that the retrieval of studied information promotes the generation of semantically related information, which aids in later retrieval (Carpenter, 2009), the episodic context account proposed by Karpicke, Lehman, and Aue (in press) assumes that retrieval alters the representation of episodic context and improves one's ability to guide memory search on future tests. Subjects studied multiple word lists and either recalled each list (retrieval practice), did a math task (control), or generated associates for each word (elaboration) after each list. After studying the last list, all subjects recalled the list and, after a 5-min delay, recalled all lists. Analyses of correct recall, intrusions, response times, and temporal clustering dissociate retrieval practice from elaboration, supporting the episodic context account.

Supplemental Material for Retrieval-based learning: The need for guided retrieval in elementary school children

Supplemental Material for Retrieval-based learning: The need for guided retrieval in elementary school children

Learning with retrieval-based concept mapping.

Students typically create concept maps while they view the material they are trying to learn. In these circumstances, concept mapping serves as an elaborative study activity—students are not required to retrieve the material they are learning. In 2 experiments, we examined the effectiveness of concept mapping when it is used as a retrieval practice activity. In Experiment 1, students read educational texts and practiced retrieval either by writing down as many ideas as they could recall in paragraph format or by creating a concept map (retrieval-based concept mapping). In Experiment 2, we factorially crossed the format of the activity (paragraph vs. concept map) and the presence or absence of the text (i.e., whether the activity involved repeated studying or retrieval practice). On a final test 1 week later that assessed verbatim knowledge and inferencing, both paragraph and concept map retrieval practice formats produced better performance than additional studying, but the 2 retrieval formats themselves did not differ. The results demonstrate the effectiveness of concept mapping when it is used as a retrieval practice activity and show that retrieval itself, rather than merely the act of writing, drives the benefits of retrieval-based learning activities.

Preserving the Educational Value of Call in a Diagnostic Radiology Residency Program

Our study was designed to determine residents' opinions of the advantages, disadvantages and educational value of a traditional "Tandem Call" (TC) model as compared to night float (NF). Because TC is more representative of adult learning principles and constructivist theory, we hypothesized that resident satisfaction and educational outcomes would demonstrate a preference for, and the educational efficacy of, the TC model. We surveyed all residents in a university-based radiology residency on their opinions of TC and its educational value. Aggregate data from annual Graduate Medical Education Committee institutional surveys (2008-2012) and annual radiology alumni surveys (2009-2012) were reviewed as measures of satisfaction with TC. Performance on the ABR oral exam was a proxy for educational outcome. Quality data for the year of study and prior years in which TC was in effect were reviewed as a measure of patient safety. The great majority of respondents attributed confidence/competence on call and added value to their education directly to TC. A majority believed that teamwork required for TC facilitated more positive relationships among residents and more peer teaching. Most said that they would not prefer NF. Almost all believed indirect supervision with attending backup aided in developing confidence in performance. Quality data confirmed a low number of discrepancies between preliminary resident and final attending reads. TC provides a more consistent call experience throughout residency than NF. TC is valued by residents, facilitates retrieval-based learning and development of independence and efficiency, andparallels essential elements of team-based learning. Quality data suggests that lack of 24-hour attending supervision is not detrimental to patient safety.

Retrieval practice with short-answer, multiple-choice, and hybrid tests

Retrieval practice improves meaningful learning, and the most frequent way of implementing retrieval practice in classrooms is to have students answer questions. In four experiments (N=372) we investigated the effects of different question formats on learning. Students read educational texts and practised retrieval by answering short-answer, multiple-choice, or hybrid questions. In hybrid conditions students first attempted to recall answers in short-answer format, then identified answers in multiple-choice format. We measured learning 1 week later using a final assessment with two types of questions: those that could be answered by recalling information verbatim from the texts and those that required inferences. Practising retrieval in all format conditions enhanced retention, relative to a study-only control condition, on both verbatim and inference questions. However, there were little or no advantages of answering short-answer or hybrid format questions over multiple-choice questions in three experiments. In Experiment 4, when retrieval success was improved under initial short-answer conditions, there was an advantage of answering short-answer or hybrid questions over multiple-choice questions. The results challenge the simple conclusion that short-answer questions always produce the best learning, due to increased retrieval effort or difficulty, and demonstrate the importance of retrieval success for retrieval-based learning activities.

The Value of Applied Research: Retrieval Practice Improves Classroom Learning and Recommendations from a Teacher, a Principal, and a Scientist

Over the course of a 5-year applied research project with more than 1,400 middle school students, evidence from a number of studies revealed that retrieval practice in authentic classroom settings improves long-term learning (Agarwal et al. 2009; McDaniel et al., Journal of Educational Psychology 103:399–414, 2011; McDaniel et al. 2012; Roediger et al., Journal of Experimental Psychology: Applied 17:382–395, 2011a). Retrieval practice, or the use of quizzes and exams to engage and enhance retrieval processes, has been widely established as an effective strategy for facilitating learning in laboratory settings (e.g., Roediger et al. 2011c). In this article, we review recent findings from applied research that demonstrate that retrieval practice enhances long-term classroom learning, delayed quizzes are particularly potent for retention, quizzes benefit students’ transfer to novel quiz items, and quizzes with feedback improve students’ learning and metacognitive awareness. In addition to generating evidence to support retrieval-based learning, these applied research studies also enhanced the professional development of the teachers, administrators, and scientists involved in the project. In this article, it is our hope that by sharing what we have learned from a variety of perspectives, applied scientific research in K-12 classrooms will continue to be explored and generated at local, state, and national levels, improving student learning and educational decision-making.

Retrieval-Based Learning

Retrieval is the key process for understanding learning and for promoting learning, yet retrieval is not often granted the central role it deserves. Learning is typically identified with the encoding or construction of knowledge, and retrieval is considered merely the assessment of learning that occurred in a prior experience. The retrieval-based learning perspective outlined here is grounded in the fact that all expressions of knowledge involve retrieval and depend on the retrieval cues available in a given context. Further, every time a person retrieves knowledge, that knowledge is changed, because retrieving knowledge improves one’s ability to retrieve it again in the future. Practicing retrieval does not merely produce rote, transient learning; it produces meaningful, long-term learning. Yet retrieval practice is a tool many students lack metacognitive awareness of and do not use as often as they should. Active retrieval is an effective but undervalued strategy for promoting meaningful learning.