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1. Engineering Judgment and Decision Making in Undergraduate Student Writing

   Francis, R. ; Paretti, M. C. ; Riedner, R. ( July 2021 , 2021 ASEE Virtual Annual Conference Content Access)

   null (Ed.)

   In this paper, we argue that the exploration of engineering judgment in undergraduate education should be grounded at the intersection of decision making, situated cognition, and engineering identity production. In our view, engineering judgment is an embodied cognitive process that is situated in written and oral communication, involved with immediate praxis, and takes place within the contexts of standards and traditions of the engineering communities of practice. Moreover, engineering judgment is constituted as authoritative communication tasks that draw on the subject’s and audience’s common experiences and knowledge base for its clarity and persuasive power (e.g., Weedon (2019), "The role of rhetoric in engineering judgment," IEEE Trans. Prof. Commun. 62(2):165-177). The objective of this work short essay is to review the engineering education literature with the aim of synthesizing the concept of engineering judgment from theories of decision-making, identity, communities of practice, and discourse communities. Although the rationale for developing engineering judgment in undergraduate students is the complexity they will face in professional practice, engineering educators often considerably reduce the complexity of the problems students face (with learning engineering judgement or with engineering judgment in their undergraduate education?). Student work intended to train engineering judgment often prescribes goals and objectives, and demands a one-time decision, product, or solution that faculty or instructors evaluate. The evaluation process might not contain formal methods for foregrounding feedback from experience or reflecting on how the problem or decision emerges; thus, the loop from decision to upstream cognitive processes might not be closed. Consequently, in this paper, our exploration of engineering judgment is guided by the following questions: How have investigators researchers? defined engineering judgment? What are the potential limitations of existing definitions? How can existing definitions be expanded upon? What cognitive processes do students engage to make engineering judgments? How do communication tasks shape students’ engineering judgments? In what ways does engineer identity production shape students’ engineering judgments? How might a definition of engineering judgement suggest areas for improving undergraduate education? 

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2. Theorizing Engineering Judgment at the Intersection of Decision-Making and Identity

   Royce A. Francis, Marie C. ( January 2022 , Studies in engineering education)

   Engineering judgment is critical to both engineering education and engineering practice, and the ability to practice or participate in engineering judgment is often considered central to the formation of professional engineering identities. In practice, engineers must make difficult judgments that evaluate potentially competing objectives, ambiguity, uncertainty, incomplete information, and evolving technical knowledge. Nonetheless, while engineering judgment is implicit in engineering work and so central to identification with the profession, educators and practitioners have few actionable frameworks to employ when considering how to develop and assess this capacity in students. In this paper, we propose a theoretical framework designed to inform both educators and researchers that positions engineering judgment at the intersection of the cognitive dimensions of naturalistic decision-making, and discursive dimensions of identity. Our proposed theory positions engineering judgment not only as an individual capacity practiced by individual engineers alone but also as the capacity to position oneself within the discursive community so as to participate in the construction of engineering judgments among a group of professionals working together. Our theory draws on several strands of existing research to theorize a working framework for engineering judgment that considers the cognitive processes associated with making judgments and the inextricable discursive practices associated with negotiating those judgments in context. In constructing this theory, we seek to provide engineering education practitioners and researchers with a framework that can inform the design of assignments, curricula, or experiences that are intended to foster students’ participation in the development and practice of engineering judgment. 

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3. The WRI2TES Project: Writing Research Initiating Identity Transformation in Engineering Students

   Francis, R. ; Paretti, M. ; Riedner, R. ( August 2022 , 2022 ASEE Annual Conference & Exposition)

   The NSF Research Initiation in Engineering Formation (RIEF) project described in this paper is grounded in our understanding of the realities of professional practices. Engineers must be able to construct and participate in sound judgments that balance complex, competing objectives or constraints, and they must simultaneously produce recognizable engineering identities that enable them to articulate and justify those judgments to others through a variety of communication mechanisms, including writing. Consequently, the objective of our project isto investigate the ways students produce engineer identities in written artifacts through which they expect to be recognized as engineers. We divided the project into two phases: Phase 1 involving semi-structured interviews designed to conceptualize the engineering judgment process using thematic analysis; Phase 2 involving the design and dissemination of pedagogical approaches based on our results. This paper primarily reports the preliminary results of Phase 1. This project is an instrumental case study using semi-structured artifact-based interviews as the primary data source. Our semi-structured interviews are designed to focus on the ways students construct engineering judgments and produce engineer identities through their written projects. Course documents (including assignments and related material) as well as reflective field notes and analytic memos are used to provide additional contextual data. The data from this project provide a foundation for an understanding of engineering judgment that conceptualizes students as decision makers who participate in acts of engineering judgment. These judgments may be constructed individually, or constructed jointly through the interactions of multiple individuals working in teams to navigate ambiguity, uncertainty, and conflicting objectives. Moreover, our project situates engineering judgment as an interplay among several interdependent cognitive processes, and shows how the theories of identity as in interpretive lens, academic literacies, identity production, and naturalistic decision making can help to explain how undergraduate students come to view themselves as professionals capable of participating in acts of engineering judgment. 

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4. Contextualizing Engineering Science Courses by Teaching History and Judgement

   Bell, Martell C ; Johnson, A W ; Vitali, R V ( June 2024 , ASEE)

   Engineering programs have long struggled with balancing curricula that are rigorous enough to prepare graduates to be capable practitioners and educational experiences that are engaging enough to retain undergraduate students. Data show a little more than half of students who start in a program leave after the first or second year, and that many of those students came to dislike engineering or lost interest in the profession. These findings suggest a mismatch between what incoming students think engineering practice is and what message they receive during their first two years of a program. This work will aim to understand how contextualization of what it means to practice engineering can improve the intentions of students, particularly those identifying as underrepresented minorities and women, to persist in a discipline that historically struggles to retain them. With this understanding, changes can be made to undergraduate engineering education to better retain students. In addition, this work will contribute new knowledge about students’ understanding of what it means to practice engineering and how that understanding changes with exposure to different types of contextualization (e.g., historical or technical). It will also contribute new knowledge about how undergraduate students associate engineering science and judgement with engineering practice, particularly with respect to how these facets of engineering practice are directly in service to design. Engineering science courses that occupy the middle two years of a program most often utilize traditional lecture-based pedagogy and simplified close-ended textbook problems, which do not typically allow students to engage in the kind of decision-making that is essential to developing engineering judgement. This work proposes a teaching pedagogy intended to provide students with context for how engineering science concepts are implemented in authentic engineering practice and how engineering judgement is essential in that implementation. Moreover, this work will aim to employ another teaching pedagogy to provide a more holistic contextualization of engineering practice by introducing students to the history of the profession. This pedagogy was implemented during the Fall 2023 semester in a required seminar course for mechanical engineering sophomores at [name of university]. This work will advance the field of engineering education research by studying how students’ perceptions of engineering practice develop as they progress through a program, and how these educational activities can shape that progress and/or reframe their beliefs about their education and training. Semi-structured interviews will reveal how students’ perceptions of engineering practice change longitudinally and whether the aforementioned educational activities influence that trajectory. In addition, a larger group of students will be invited to participate in surveys, which will enable drawing inferences from a broader sample about intention to persist as well as baseline levels of familiarity with engineering in general. 

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5. Exploring the role of engineering judgment in engineer identity formation through student technical reports

   https://doi.org/10.1109/FIE44824.2020.9273970  

   Francis, Royce ; Paretti, Marie ; Riedner, Rachel ( October 2020 , 2020 IEEE Frontiers in Education Conference (FIE))

   null (Ed.)

   The engineering disciplines are rigorous in their application of scientific principles, and these principles are the ones most directly addressed in undergraduate engineering classrooms. However, engineers are also called to make decisions that implicitly account for complex criteria, including the welfare of those who use or are impacted by the systems engineers design and the economic needs of their employers. As a result, engineering is an art that requires practitioners to routinely navigate difficult tradeoffs that require professional judgments. These judgments include economic, ethical, social, and value-based dimensions. These dimensions can be conflicting, increasing the complexity of practice and foregrounding the prominence of judgment. And often, these judgements need to be explained to colleagues, managers, and clients through a range of written documents. Yet little work to date has investigated the relationship between the writing engineering students do and the development of engineering judgement, particularly in terms of how these facets intersect in students developing engineering identities . Therefore, the overall goal of this project is to elucidate the interactions between how students’ identification with the engineering profession impacts the way they convey engineering judgments to different audiences. 

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