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1. Introducing desirable difficulty in engineering mathematics with spaced retrieval practice

   Bego, Campbell R.; Ralston, Patricia A.; Lyle, Keith B.; Immekus, Jason C. (July 2021, Proceedings of the 128th ASEE Annual Conference and Exposition)

   null (Ed.)

   This study examined the difficulty introduced by spaced retrieval practice in Calculus I for undergraduate engineering students. Spaced retrieval practice is an instructional technique in which students engage in multiple recall exercises on the same topic with intermittent temporal delays in between. Spacing out retrieval practice increases the difficulty of the exercises, reducing student performance on them. However, empirical research indicates that spaced retrieval practice is associated with improvements in students’ long-term memory for the retrieved information. The short-term costs and long-term benefits of spaced retrieval practice is an example of desirable difficulty, when more difficult exercises during the early stages of learning result in longer-lasting memory [1]. With support from the National Science Foundation (NSF), we sought to address: Does spacing decrease performance on retrieval practice exercises in an engineering mathematics course? Results showed that student performance was significantly lower for questions in the spaced condition than questions in the massed condition, indicating that we successfully increased the difficulty of the questions by spacing them out over time. Future work will assess final quiz performance to determine whether spacing improved long-term course performance, i.e., whether the difficulty imposed by spacing was desirable. 

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2. Spaced Retrieval Practice Imposes Desirable Difficulty in Calculus Learning

   https://doi.org/10.1007/s10648-022-09677-2  

   Lyle, Keith_B; Bego, Campbell_R; Ralston, Patricia_A_S; Immekus, Jason_C (April 2022, Educational Psychology Review)

   Abstract After being taught how to perform a new mathematical operation, students are often given several practice problems in a single set, such as a homework assignment or quiz (i.e., massed practice). An alternative approach is to distribute problems across multiple homeworks or quizzes, increasing the temporal interval between practice (i.e., spaced practice). Spaced practice has been shown to increase the long-term retention of various types of mathematics knowledge. Less clear is whether spacingdecreasesperformance during practice, with some studies indicating that it does and others indicating it does not. To increase clarity, we tested whether spacing produces long-term retention gains, but short-term practice costs, in a calculus course. On practice quizzes, students worked problems on various learning objectives in either massed fashion (3 problems on a single quiz) or spaced fashion (3 problems across 3 quizzes). Spacing increased retention of learning objectives on an end-of-semester test but reduced performance on the practice quizzes. The reduction in practice performance was nuanced: Spacing reduced performance only on the first two quiz questions, leaving performance on the third question unaffected. We interpret these findings as evidence that spacing led to more protracted, but ultimately more robust, learning. We, therefore, conclude that spacing imposes a desirable form of difficulty in calculus learning. 

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3. Moving the Needle: Evidence of an Effective Study Strategy Intervention in a Community College Biology Course

   https://doi.org/10.1187/cbe.21-08-0216  

   Vemu, Sheela; Denaro, Kameryn; Sato, Brian K.; Williams, Adrienne E. (June 2022, CBE—Life Sciences Education)

   McFarland, Jenny (Ed.)

   Many science, technology, engineering, and math (STEM) community college students do not complete their degree, and these students are more likely to be women or in historically excluded racial or ethnic groups. In introductory courses, low grades can trigger this exodus. Implementation of high-impact study strategies could lead to increased academic performance and retention. The examination of study strategies rarely occurs at the community college level, even though community colleges educate approximately half of all STEM students in the United States who earn a bachelor’s degree. To fill this research gap, we studied students in two biology courses at a Hispanic-serving community college. Students were asked their most commonly used study strategies at the start and end of the semester. They were given a presentation on study skills toward the beginning of the semester and asked to self-assess their study strategies for each exam. We observed a significantly higher course grade for students who reported spacing their studying and creating drawings when controlling for demographic factors, and usage of these strategies increased by the end of the semester. We conclude that high-impact study strategies can be taught to students in community college biology courses and result in higher course performance. 

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4. Relations between undergraduates’ self-regulated learning skill mastery during digital training and biology performance

   https://doi.org/10.1007/s11409-023-09356-9  

   Bernacki, Matthew L.; Cogliano, Megan Claire; Kuhlmann, Shelbi L.; Utz, Jenifer; Strong, Christy; Hilpert, Jonathan C.; Greene, Jeffrey A. (October 2023, Metacognition and Learning)

   Abstract Undergraduate STEM lecture courses enroll hundreds who must master declarative, conceptual, and applied learning objectives. To support them, instructors have turned to active learning designs that require students to engage inself-regulated learning(SRL). Undergraduates struggle with SRL, and universities provide courses, workshops, and digital training to scaffold SRL skill development and enactment. We examined two theory-aligned designs of digital skill trainings that scaffold SRL and how students’ demonstration of metacognitive knowledge of learning skills predicted exam performance in biology courses where training took place. In Study 1, students’ (n = 49) responses to training activities were scored for quality and summed by training topic and level of understanding. Behavioral and environmental regulation knowledge predicted midterm and final exam grades; knowledge of SRL processes did not. Declarative and conceptual levels of skill-mastery predicted exam performance; application-level knowledge did not. When modeled by topic at each level of understanding, declarative knowledge of behavioral and environmental regulation and conceptual knowledge of cognitive strategies predicted final exam performance. In Study 2 (n = 62), knowledge demonstrated during a redesigned video-based multimedia version of behavioral and environmental regulation again predicted biology exam performance. Across studies, performance on training activities designed in alignment with skill-training models predicted course performances and predictions were sustained in a redesign prioritizing learning efficiency. Training learners’ SRL skills –and specifically cognitive strategies and environmental regulation– benefited their later biology course performances across studies, which demonstrate the value of providing brief, digital activities to develop learning skills. Ongoing refinement to materials designed to develop metacognitive processing and learners’ ability to apply skills in new contexts can increase benefits. 

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5. How drawing prompts can increase cognitive engagement in an active learning engineering course

   https://doi.org/10.1002/jee.20354  

   Wu, Sally P. W.; Van Veen, Barry; Rau, Martina A. (September 2020, Journal of Engineering Education)

   Abstract BackgroundRecent engineering education research has found improved learning outcomes when instructors engage students actively (e.g., through practice problems) rather than passively (e.g., in lectures). As more instructors shift toward active learning, research needs to identify how different types of activities affect students' cognitive engagement with concepts in the classroom. In this study, we investigate the effects of prompting novice students to draw when solving problems, a professional practice of engineers. PurposeWe investigate whether implementing instructional prompts to draw in an active learning classroom (a) increases students' use and value of drawing as a problem‐solving strategy and (b) enhances students' problem‐solving performance. MethodWe compared survey data and exam scores collected in one undergraduate class that received prompts to draw in video lectures and in‐class problems (drawing condition) and one class that received no drawing prompts (control condition). ResultsAfter drawing prompts were implemented, students' use and value of drawing increased, and these effects persisted to the end of the semester. Students were more likely to draw when provided drawing prompts. Furthermore, students who received prompts outperformed students who did not on exam questions that target conceptual understanding. ConclusionsOur findings reveal how implementing drawing prompts in an active learning classroom may help students engage in drawing and solve problems conceptually. This study contributes to our understanding of what types of active learning activities can improve instructional practices in engineering education. Particularly, we show how prompts that foster authentic engineering practices can increase cognitive engagement in introductory‐level engineering courses. 

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