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1. Work in Progress: Exploring Innovation Self-Efficacy in Neurodiverse Engineering Students.

   Bolhari, Azadeh; Bielefeldt, Angela (July 2023, 2023 ASEE Annual Conference & Exposition, Baltimore, Maryland.)

   It is critical to incorporate inclusive practices in the engineering curriculum which prepares neurodiverse students to achieve their full potential in the workforce. This work-in-progress paper seeks to capitalize on the unique strengths of marginalized neurodiverse engineering students. In this study, the innovation self-efficacy of engineering students who self-identify as neurodiverse is explored before and after a curricular intervention, which has been shown to have the potential to enhance innovation self-efficacy, in an environmental engineering target course. A previously validated Likert-type survey was used, which included the Very Brief Innovation Self-Efficacy scale, the Innovation Interests scale, and the Career Goals: Innovative Work scale. Among the 47 responses on the pre-survey, 13% of the students self-identified as neurodiverse and an additional 19% indicated that they were maybe neurodiverse. This included a much higher percentage of female than male students in the course (23% vs. 5% neurodiverse). There were no significant differences in the pre-survey or post-survey in the innovation self- efficacy and innovation interest among students who self-identified as neurodiverse, maybe neurodiverse, and not neurodiverse. Career goals based on the innovative work scale differed in the pre-survey among the three groups, being lowest among students who self-identified as maybe neurodiverse; there were no differences among the groups in the post-survey. It appeared that there were gains in the innovation self-efficacy between the pre and post-survey among the students who self-identified as neurodiverse and maybe neurodiverse but these differences were not statistically significant. A limitation of the study was the lack of ability to pair the data for individual students and a low number of neurodiverse students in the dataset. This preliminary work calls attention to the need to consider neurodiverse students in our instructional practices. In the future, we hope the research will expand our understanding of a neurodiverse-friendly curricular design in preparation for engineering students with autism spectrum disorder and other types of neurodiversity for the workforce, as well as assisting engineering educators in the adoption of practices that have the tendency to enhance innovation self-efficacy in neurodiverse students. 

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2. Exploring the Relationships between Artistic Creativity and Innovation Attitudes in Engineering Students

   Bolhari, Azadeh; Bielefeldt, Angela; Gowrishankar, Anvie; Leizerovich, Maya; Gavney, Shane; Saxton, Richard (June 2024, ASEE PEER)

   This research explored potential relationships between the innovation self-efficacy (ISE) of engineering students and their artistic creativity and life experiences revealed on an ice-breaker assignment. In a community-building assignment, students were directed to introduce themselves through cartoon monster drawings that communicated various personal attributes (such as the number of languages they speak, and the number of states visited). Previous research has found that multicultural experiences can shape feelings of self-efficacy concerning innovation and creativity. This pilot study was conducted in a single junior-level course for environmental engineering students. The innovation self-efficacy of participants was measured using a survey that included items from the Very Brief Innovation Self-Efficacy scale (ISE.6), the Innovation Interests scale (INI), and the Career Goals: Innovative Work scale (IW). The drawings were analyzed for Artistic Effort (AE) and Creative Work (CW) by engineering and art evaluators, respectively. The ISE survey results were compared with the AE and CW scores and the correlations with travel, gender, and multilingualism on creativity attributes were explored. A strong correlation between CW scores and AE scores was observed. A negative correlation between CW and ISE.6 was found. The CW scores were significantly different between female and male students, except for black/white shading in the cartoon drawings. There were no significant differences between the AE scores for female versus male students. Our results do not support the existence of a correlation between multilingualism and travel with artistic creativity and innovation self-efficacy attributes. Overall, we did not find that the students’ artistic creativity or life experiences revealed through the self-portrait activity provided insights into innovation attitudes. 

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3. Innovation Self-Efficacy: A Very Brief Measure for Engineering Students.

   Schar, M.; Gilmartin, S.; Harris, A.; Rieken, B.; Sheppard, S. (January 2017, Proceedings for the American Society for Engineering Education Annual Conference, June 25-28. Columbus, OH.)

   When survey time is limited, education researchers may be faced with the choice of using an extremely brief measure of innovativeness or using no measure at all. To meet the need for a very brief measure, a 5-item innovation self-efficacy (ISE.5) scale was developed using the 19- item Dyer et al. Innovative Behavior Scale (IBS) as a starting point, adapted for undergraduate engineering students, and then condensed using confirmatory factor analysis. The ISE.5 measures innovation self-efficacy as a unitary construct drawn from Dyer et al.’s five innovative behavior components (Questioning, Observing, Experimenting, Networking Ideas and Associational Thinking) and has good internal and external validity as well as good test-retest reliability. The ISE.5 (as a measure of innovation self-efficacy) is shown to be an important mediator between innovation interests and a desire to pursue innovative work as a career postgraduation. This mediator relationship is consistent among important sub-populations of engineering students such as females, underrepresented minorities and first generation college students. While not a substitute for a full multi-factor innovation assessment tool, the ISE.5 can serve as an important indicator of innovation self-efficacy among an undergraduate engineering student population. 

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4. Measuring Self-Efficacy in Diverse First-Year Engineering Students Exposed to Entrepreneurial Minded Learning

   Thomas, J.; Houston, J. P.; Boucheron, L. (October 2018, 2018 IEEE Frontiers in Education Conference (FIE))

   This Innovative Practice Category full paper presents research in which Entrepreneurial Minded Learning (EML) was implemented in introductory engineering classes, as an intervention, to study how EML influences self-efficacy between students of Hispanic and non-Hispanic ethnicities at a Hispanic Serving Institution. The EML tenet is to include the “three C’s” in project-based learning: curiosity, connections, and creating value. A key question is whether EML not only influences student learning but also the students’ confidence in being successful engineers. Much work has been done studying how EML affects learning, yet few studies look into the effect of the mindset on self-efficacy. Moreover, self-efficacy is known to differ depending on a person’s race and ethnicity. We studied three groups: (i) a cohort not exposed to EML; (ii) a cohort exposed to EML design projects lightly guided by a student mentor; (iii) a cohort exposed to EML design projects heavily guided by faculty and a graduate student. We performed pre and post-surveys to evaluate how strongly students identify as engineers when exposed (or not) to EML. We find that participation in an introductory engineering course itself may have more influence on students’ engineering self-efficacy than the specific level of EML within the course. 

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5. Board 316: Innovation Self-Efficacy: Empowering Environmental Engineering Students to Innovate

   Bolhari, Azadeh; Bielefeldt, Angela (June 2024, ASEE PEER)

   This project evaluates if and how an intervention to design a K-12 STEM activity related to water chemistry impacts the innovation self-efficacy (ISE) of junior students enrolled in a required environmental engineering course. ISE is defined as having five behavioral components: questioning, observing, experimenting, idea networking, and associational thinking. In this course, the K-12 STEM activity is designed with a team of 3 to 5 students. The activity requires that the students develop an innovative activity that demonstrates environmental engineering concepts such as acid mine drainage, ocean acidification, and contaminant removal. The student projects are scaffolded throughout the 10 weeks via intermediate submissions and meetings with a K-12 STEM teacher and design mentors. In fall 2022 a pilot of the study was conducted and relied on a quantitative survey instrument that measured ISE, innovation interest (INT), and future innovative work interest (IW). Based on the preliminary findings of factor structure, item reliability, and face validity evaluated by two faculty and two undergraduate students, small changes were made to the quantitative assessment instrument. The revised survey was deployed in the fall of 2023 in a required junior-level test course and a senior-level control course. The senior-level control course consisted of students who took the junior-level course with the K-12 STEM activity in the previous year. In 2023 the K-12 STEM activity intervention also included additional scaffolding through the addition of 3 team-based and 2 individual reflections to understand the process of ISE formation. Pre-post comparisons of the quantitative survey items will be conducted for individual students in the test and control courses. Team and individual reflections from the test course will be analyzed after the course. Potential demographic differences in ISE will be explored. Potential team-level influences will also be evaluated to understand the impact of a team’s ISE score on enhancing an individual team member’s ISE gain. Focus groups and individual interviews with students who participated in the test course will take place in spring 2024. The ISE, INT, and IW of environmental engineering students will be further assessed in spring 2024 through the ISE survey in the environmental engineering capstone design course and a junior-level creativity and entrepreneurship design course. This assessment will compare two different learning experiences on ISE, INT, and IW, the K-12 STEM education activity design with a semester-long, group-based technical design experience. Preliminary results will be presented in the NSF Grantees Poster Session. 

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