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1. Training doctoral students in critical thinking and experimental design using problem-based learning

   https://doi.org/10.1186/s12909-023-04569-7  

   Schaller, Michael D.; Gencheva, Marieta; Gunther, Michael R.; Weed, Scott A. (December 2023, BMC Medical Education)

   Abstract Background Traditionally, doctoral student education in the biomedical sciences relies on didactic coursework to build a foundation of scientific knowledge and an apprenticeship model of training in the laboratory of an established investigator. Recent recommendations for revision of graduate training include the utilization of graduate student competencies to assess progress and the introduction of novel curricula focused on development of skills, rather than accumulation of facts. Evidence demonstrates that active learning approaches are effective. Several facets of active learning are components of problem-based learning (PBL), which is a teaching modality where student learning is self-directed toward solving problems in a relevant context. These concepts were combined and incorporated in creating a new introductory graduate course designed to develop scientific skills (student competencies) in matriculating doctoral students using a PBL format. Methods Evaluation of course effectiveness was measured using the principals of the Kirkpatrick Four Level Model of Evaluation. At the end of each course offering, students completed evaluation surveys on the course and instructors to assess their perceptions of training effectiveness. Pre- and post-tests assessing students’ proficiency in experimental design were used to measure student learning. Results The analysis of the outcomes of the course suggests the training is effective in improving experimental design. The course was well received by the students as measured by student evaluations (Kirkpatrick Model Level 1). Improved scores on post-tests indicate that the students learned from the experience (Kirkpatrick Model Level 2). A template is provided for the implementation of similar courses at other institutions. Conclusions This problem-based learning course appears effective in training newly matriculated graduate students in the required skills for designing experiments to test specific hypotheses, enhancing student preparation prior to initiation of their dissertation research. 

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2. What should students be able to do? Helping students recognize professional skills in our courses

   https://doi.org/10.1093/jmammal/gyad035  

   Yahnke, Christopher_J; Lanier, Hayley; Flaherty, Elizabeth_A; Varner, Johanna; Munroe, Karen; Duggan, Jennifer_M; Erb, Liesl; Dizney, Laurie; Connors, Patrice_K; Powell, ed., Roger (April 2023, Journal of Mammalogy)

   Abstract While the traditional goals of undergraduate courses are often content-based, the development of career-readiness and professional skills, such as those listed by the National Association of Colleges and Employers, are increasingly recognized as important learning outcomes. As Mammalogy courses embrace more hands-on learning activities, they provide the opportunity to embed these professional skills, which are directly relevant to many careers in science. For example, many Mammalogy courses may include projects that incorporate experimental design and data analysis that focus on quantitative literacy, in addition to technical skills including small mammal trapping and handling, or preparing voucher specimens, that focus on problem-solving and attention to detail. Here, we review the professional skills that can be developed through a Mammalogy course and evaluate evidence-based approaches to build those skills into our courses. One approach, using Course-based Undergraduate Research Experiences (CUREs), provides opportunities for both student skill development and instructor research program development. Because they invite students to participate in authentic scientific inquiry—from study design and data collection, to analysis and reporting of results—students participating in CUREs reported significant gains in their comfort with several important professional skills, including conducting field procedures, formulating and analyzing data, normalizing failure, and attempting new procedures on their own. Finally, we review the literature to demonstrate how active learning approaches inherent in CUREs can help students to build familiarity with technologies and techniques for collecting and assessing data from wild mammal populations, as well as to build important professional skills such as teamwork, leadership, problem-solving, and written and oral communication. 

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3. Teaching Series and Parallel Connections

   https://doi.org/10.1109/TE.2021.3129505  

   Skromme, B. J.; Wong, M. L.; Redshaw, C. J.; O'Donnell, M. A. (December 2021, IEEE Transactions on Education)

   Contribution: A new operational definition of series connections is given based on elements belonging to the same two meshes, which is properly dual to the usual definition of parallel elements being connected to the same two nodes. Furthermore, computer-based exercises have been developed and tested to teach students about such connections in gateway linear circuits courses, using color coding of nodes and meshes as a pedagogical device. Background: Series and parallel connections are a crucial but difficult concept. Existing textbooks give them limited attention, resulting in later difficulties learning circuit analysis. Research Questions: RQ1: Can an improved definition of series elements aid student understanding and student satisfaction? RQ2: Can a computer-based ``game'' lead to effective mastery and student satisfaction at a wide range of institutions, including minority-serving ones? Methodology: Standard and new definitions were elaborated in a multiple-choice tutorial. A game was developed focusing on identifying series and parallel connections, with color coding of both nodes and meshes. Student learning was assessed over eight years using pretest and posttest in 14 varied institutions. Student opinions were assessed using several types of surveys. Findings: Strong learning gains were observed every semester from built-in pretest and posttest, with average scores of 28% and 87%, respectively. Large improvements were observed at every institution including five minority-serving ones. The posttest score is increased by a statistically significant amount after introducing the new definition of series elements. Students preferred the new definition of series and recommended its use, and very strongly endorsed color coding. 

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4. The Best of Both Worlds: Discovery-Driven Learning through a Lab-Seminar Approach

   https://doi.org/10.1128/jmbe.00031-22  

   Egan, Marisa S.; Hogan, Karen; Maupin-Furlow, Julie; Pohlschroder, Mechthild (October 2022, Journal of Microbiology & Biology Education)

   Yeong, Foong May (Ed.)

   ABSTRACT Microbiology courses are often designed as either a lecture class with a laboratory component or a seminar-style class. Each type of course provides students with unique learning opportunities. Lab courses allow students to perform simple experiments that relate to fundamental concepts taught in the corresponding lectures, while seminar courses challenge students to read and discuss primary literature. Microbiology courses offering a combination of seminar-style discussions and laboratory procedures are rare. Our goal in the “Microbial Diversity and Pathogenesis” undergraduate course is to integrate experiences of a seminar class with those of a discovery-driven lab course, thereby strengthening students’ learning experiences through diversified didactic approaches. In the first half of the course, students read and discuss published peer-reviewed articles that cover major topics in both basic and applied microbiology, including antibiotic resistance, pathogenesis, and biotechnology applications. Complementing this primary literature, students perform microbiology experiments related to the topics covered in the readings. The assigned readings, discussions, and experiments provide a foundation in the second half of the course for inquiry-based exploratory research using student-designed transposon screens and selections. The course culminates in each student drafting a hypothesis-driven research proposal based on their literature review, their learned experimental techniques, and the preliminary data generated as a class. Through such first-hand experimental experience, students gain fundamental lab skills that are applicable beyond the realm of microbiology, such as sterile technique and learning how to support conclusions with scientific evidence. We observed a tremendous synergy between the seminar and lab aspects of our course. This unique didactic experience allows students to understand and connect primary literature to their experiments, while the discovery-driven aspect of this approach fosters active engagement of students with scientific research. 

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5. Algebra and other relevant physics skills: The effectiveness of mastery practice on skills accuracy and exam grade in introductory physics

   https://doi.org/10.1103/PhysRevPhysEducRes.21.010121  

   Liu, Qiaoyi; Moni_Prakash, Harish; Heckler, Andrew F (March 2025, Physical Review Physics Education Research)

   NA (Ed.)

   We conducted two studies to investigate the extent to which brief, spaced, mastery practice on skills relevant to introductory physics affects student performance. The first study investigated the effect of practice of “specific” physics skills, each one relevant to only one or a few items on the course exam. This study employed a quasiexperimental design with 766 students assigned to “intervention” or “control” conditions by lecture section sharing common exams. Results of the first study indicate significant improvement in the performance for only some of the exam items relevant to the specific skills practiced. We also observed between-section performance differences on other exam items not relevant to training, which may be due to specific prior quiz items from individual instructors. The second study investigated the effect of practice on the “general” skill of algebra relevant to introductory physics, a skill which was relevant to most of the exam items. This study employed a similar quasiexperimental design with 363 students assigned to treatment or control conditions, and we also administered a reliable pre- and post-test assessment of the algebra skills that was iteratively developed for this project. Results from the second study indicate that 75% of students had high accuracy on the algebra pretest. Students in the control condition who scored low on the pretest gained about 0.7 standard deviations on the post-test, presumably from engagement with the course alone, and students in the algebra practice condition had statistically similar gains, indicating no observed effect of algebra practice on algebra pre- to post-test gains. In contrast, we find some potential evidence that the algebra practice improved final exam performance for students with high pretest scores and did not benefit students with low pretest scores, although this result is inconclusive: the point estimate of the effect size was 0.24 for high pretest scoring students, but the 95% confidence interval [ $-0.01$, 0.48] slightly overlapped with zero. Further, we find a statistically significant positive effect of algebra practice on exam items that have higher algebraic complexity and no effect for items with low complexity. One possible explanation for the added benefit of algebra practice for high-scoring students is fluency in algebra skills may have improved. Overall, our observations provide some evidence that spaced, mastery practice is beneficial for exam performance for specific and general skills, and that students who are better prepared in algebra may be especially benefitting from mastery practice in relevant algebra skills in terms of improved final exam performance. 

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