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Title: Pedagogical Knowledge Among Early-Career Undergraduate Instructors: Qualitative Variation, Longitudinal Development, and Influences on Teaching
Active learning can enhance student outcomes in STEM higher education, but its effectiveness varies with implementation. A key contributor to this variation is the pedagogical knowledge held by instructors. However, little is known about instructors’ pedagogical knowledge of how people learn, how these ideas develop over time, and how knowledge development influences active-learning implementation. This longitudinal qualitative study examined variation, development, and instructional implications of pedagogical knowledge among 11 early-career undergraduate life sciences instructors in the context of their active-learning instruction. We conducted semistructured interviews, including stimulated recall, capturing pedagogical knowledge used to plan, implement, and reflect on a lesson, repeating this process across multiple semesters. We used qualitative content analysis and an analytical framework to identify distinct pedagogical ideas about how people learn used by instructors and their alignment with passive, active, and generative cognitive engagement in the ICAP framework. Longitudinal comparisons revealed that participants did not consistently develop ideas aligned with generative cognitive engagement, indicating that teaching experience is necessary but insufficient to foster development of crucial pedagogical knowledge for effective active learning. Case studies illustrated how knowledge development can influence nuances of active-learning design and implementation. We discuss potential mechanisms of knowledge development and instructional implications. more »« less
Waugh, Alex H; Green, Kathryn E; Andrews, Tessa C
(, CBE—Life Sciences Education)
Gardner, Grant Ean
(Ed.)
Effective teaching requires teachers to leverage their knowledge of how students think about and learn specific topics (i.e., pedagogical content knowledge). This longitudinal qualitative study of early-career biology instructors examines the development of this specialized teaching knowledge.
Crowder, Caroline J; Cruz-Ramírez_de_Arellano, Daniel; Dood, Amber J; Raker, Jeffrey R
(, Chemistry Education Research and Practice)
Reaction mechanisms are central to organic chemistry and function as explanatory models that link electron density and reactivity through electron flow, supporting the development of mechanistic reasoning. While chemistry education research has extensively documented students’ persistent difficulties with reaction mechanisms, comparatively little work has examined how instructors shape this learning through their instructional decisions, despite teaching and learning being fundamentally co-constructed processes. This work examines an experienced organic chemistry instructor's topic-specific pedagogical content knowledge (TSPCK) and its enactment in classroom practice. A qualitative case-study design (N = 1) was used to develop a detailed account of instruction over a semester of introductory organic chemistry. Data sources included semi-structured interviews, classroom observations, and instructional artifacts used to construct and develop the content representation (CoRe) and pedagogical and professional-experience repertoires (PaP-eRs). Classroom observations were guided by an enacted PCK framework focusing on curricular saliency, knowledge of student thinking, conceptual teaching strategies, and their integration. Findings indicate that the instructor's TSPCK is organized around three “big ideas”: (1) thinking at the atomic level, (2) mechanistic logic and generalizable patterns, and (3) representations as meaningful rather than decorative. PaP-eRs for each “big idea” were developed through exemplar teaching moments noted during classroom observations. For instructors, these findings emphasize the importance of aligning instructional goals, representations, and assessment practices. For researchers, this work demonstrates the value of using the CoRe and PaP-eR tools to capture both articulated and enacted dimensions of PCK.
Instructional shifts required by equitable, reform‐based science instruction are challenging, especially in the elementary context. Such shifts require professional development (PD) that supports teacher internalization of new pedagogical strategies as well as changes in beliefs about how students learn. Because of this complexity, many PD programs struggle to foster lasting pedagogical shifts, necessitating further investigation into why some teachers successfully embrace reform practices while others do not. This qualitative study uses a nonlinear, iterative model of teacher learning (Interconnected Model of Professional Growth; Clarke & Hollingsworth, 2002) alongside professional noticing to help understand why elementary teachers in science PD differentially make sense of and internalize new pedagogies. Findings indicate that teachers most likely to adopt reform‐based instructional practices from the PD were those who clearly connected student learning to their instructional moves. In addition, teachers who more actively attended to student sensemaking and productive struggle took up pedagogies from the PD more substantively than did colleagues who attended solely to student engagement and affect. Finally, teachers who attended to and valued novel ideas from students’ lived experiences were more likely to change their beliefs about students’ capacity to learn science, and thus more likely to see the value of instructional practices from the PD. In sum, structuring PD to build on these specific teacher noticing skills can encourage more teachers to move away from traditional, teacher‐directed instructional practice, and more fully support reform‐based instructional practices.
Harpreet Auby; John Galisky; Susan Nolen; Milo Koretsky
(, ASEE Annual Conference proceedings)
In this work-in-progress paper, we continue investigation into the propagation of the Concept Warehouse within mechanical engineering (Friedrichsen et al., 2017; Koretsky et al., 2019a). Even before the pandemic forced most instruction online, educational technology was a growing element in classroom culture (Koretsky & Magana, 2019b). However, adoption of technology tools for widespread use is often conceived from a turn-key lens, with professional development focused on procedural competencies and fidelity of implementation as the goal (Mills & Ragan, 2000; O’Donnell, 2008). Educators are given the tool with initial operating instructions, then left on their own to implement it in particular instructional contexts. There is little emphasis on the inevitable instructional decisions around incorporating the tool (Hodge, 2019) or on sustainable incorporation of technologies into existing instructional practice (Forkosh-Baruch et al., 2021). We consider the take-up of a technology tool as an emergent, rather than a prescribed process (Henderson et al., 2011). In this WIP paper, we examine how two instructors who we call Al and Joe reason through their adoption of a technology tool, focusing on interactions among instructors, tool, and students within and across contexts. The Concept Warehouse (CW) is a widely-available, web-based, open educational technology tool used to facilitate concept-based active learning in different contexts (Friedrichsen et al., 2017; Koretsky et al., 2014). Development of the CW is ongoing and collaboration-driven, where user-instructors from different institutions and disciplines can develop conceptual questions (called ConcepTests) and other learning and assessment tools that can be shared with other users. Currently there are around 3,500 ConcepTests, 1,500 faculty users, and 36,000 student users. About 700 ConcepTests have been developed for mechanics (statics and dynamics). The tool’s spectrum of affordances allows different entry points for instructor engagement, but also allows their use to grow and change as they become familiar with the tool and take up ideas from the contexts around them. Part of a larger study of propagation and use across five diverse institutions (Nolen & Koretsky, 2020), instructors were introduced to the tool, offered an introductory workshop and opportunity to participate in a community of practice (CoP), then interviewed early and later in their adoption. For this paper, we explore a bounded case study of the two instructors, Al and Joe, who took up the CW to teach Introductory Statics. Al and Joe were experienced instructors, committed to active learning, who presented examples from their ongoing adaptation of the tool for discussion in the community of practice. However, their decisions about how to integrate the tool fundamentally differed, including the aspects of the tool they took up and the ways they made sense of their use. In analyzing these two cases, we begin to uncover how these instructors navigated the dynamic nature of pedagogical decision making in and across contexts.
Koushik, Varsha; Kane, Shaun K.
(, Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (CHI 2019))
Computer science education is widely viewed as a path to empowerment for young people, potentially leading to higher education, careers, and development of computational thinking skills. However, few resources exist for people with cognitive disabilities to learn computer science. In this paper, we document our observations of a successful program in which young adults with cognitive disabilities are trained in computing concepts. Through field observations and interviews, we identify instructional strategies used by this group, accessibility challenges encountered by this group, and how instructors and students leverage peer learning to support technical education. Our findings lead to guidelines for developing tools and curricula to support young adults with cognitive disabilities in learning computer science.
Waugh, Alex H, Green, Kathryn E, and Andrews, Tessa C. Pedagogical Knowledge Among Early-Career Undergraduate Instructors: Qualitative Variation, Longitudinal Development, and Influences on Teaching. Retrieved from https://par.nsf.gov/biblio/10678669. CBE—Life Sciences Education 25.2 Web. doi:10.1187/cbe.25-09-0196.
Waugh, Alex H, Green, Kathryn E, & Andrews, Tessa C. Pedagogical Knowledge Among Early-Career Undergraduate Instructors: Qualitative Variation, Longitudinal Development, and Influences on Teaching. CBE—Life Sciences Education, 25 (2). Retrieved from https://par.nsf.gov/biblio/10678669. https://doi.org/10.1187/cbe.25-09-0196
Waugh, Alex H, Green, Kathryn E, and Andrews, Tessa C.
"Pedagogical Knowledge Among Early-Career Undergraduate Instructors: Qualitative Variation, Longitudinal Development, and Influences on Teaching". CBE—Life Sciences Education 25 (2). Country unknown/Code not available: ASCB. https://doi.org/10.1187/cbe.25-09-0196.https://par.nsf.gov/biblio/10678669.
@article{osti_10678669,
place = {Country unknown/Code not available},
title = {Pedagogical Knowledge Among Early-Career Undergraduate Instructors: Qualitative Variation, Longitudinal Development, and Influences on Teaching},
url = {https://par.nsf.gov/biblio/10678669},
DOI = {10.1187/cbe.25-09-0196},
abstractNote = {Active learning can enhance student outcomes in STEM higher education, but its effectiveness varies with implementation. A key contributor to this variation is the pedagogical knowledge held by instructors. However, little is known about instructors’ pedagogical knowledge of how people learn, how these ideas develop over time, and how knowledge development influences active-learning implementation. This longitudinal qualitative study examined variation, development, and instructional implications of pedagogical knowledge among 11 early-career undergraduate life sciences instructors in the context of their active-learning instruction. We conducted semistructured interviews, including stimulated recall, capturing pedagogical knowledge used to plan, implement, and reflect on a lesson, repeating this process across multiple semesters. We used qualitative content analysis and an analytical framework to identify distinct pedagogical ideas about how people learn used by instructors and their alignment with passive, active, and generative cognitive engagement in the ICAP framework. Longitudinal comparisons revealed that participants did not consistently develop ideas aligned with generative cognitive engagement, indicating that teaching experience is necessary but insufficient to foster development of crucial pedagogical knowledge for effective active learning. Case studies illustrated how knowledge development can influence nuances of active-learning design and implementation. We discuss potential mechanisms of knowledge development and instructional implications.},
journal = {CBE—Life Sciences Education},
volume = {25},
number = {2},
publisher = {ASCB},
author = {Waugh, Alex H and Green, Kathryn E and Andrews, Tessa C},
editor = {Offerdahl, Erika G}
}
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