An official website of the United States government
In this paper we explore the ability of educational frameworks focused on developing the entrepreneurial mindset to be used to develop students’ abilities to approach convergent problems. While there is not a single widely accepted definition of convergence, there are some general aspects noted by the NSF including: socially relevant, multidisciplinary, complex, and not being adequately addressed by current methods and practices. Convergent problems require existing disciplines to collaborate to create new knowledge, skills, and approaches in order to be appropriately addressed. We believe that there are aspects of the entrepreneurial mindset and the learning of it that can support the development of knowledge, skills, and attitudes to approach convergent problems. This is relevant because most work on convergent problems happens at the graduate level and beyond and our interest is to create experiences for undergraduates that prepare them to embark on this work after graduation. This study maps entrepreneurial mindset learning (EML) onto a framework based on prior work on convergence to identify the aspects of EML that directly support convergence work or preparation for convergence work. The existing dataset of KEEN cards is used as a proxy for existing work in this space, as well. If existing work in EML can address some or all of the knowledge, skills, and attitudes needed for convergent problem solving then engineering educators have a set of tools and practices that can contribute towards creating engineers who are better prepared to work on the hard problems of tomorrow.
more »
« less
What is Convergence?: A Systematic Review of the Definition of and Aspects of Convergent Work
Abstract—Wicked problems, the National Academy of Engineering’s Grand Challenges, the United Nations’ Sustainability Goals, and similar complex, global-scale endeavors fall under the broad umbrella of “convergent” work. Over the past two decades there has been an increase in interest and funding for work in this space. The NSF has two programs focused in this area, Growing Convergence Research and the Convergence Accelerator. Boston University’s College of Engineering recently announced a focus on convergent projects and work. The National Academic of Engineering also has the Grand Challenge Scholars program with over 100 participating schools. The list continues to grow. The broad concept of convergence seems to be quite simple: combine the ideas, skills, and/or methods of multiple disciplines to create something new. More specific definitions vary and while the interest in convergence and convergent problems continues to increase, there is no easily operational definition of convergence. This is especially true with respect to undergraduate-level education where students have limited experience and knowledge to carry out such efforts. To better understand the variation that exists within the literature on convergence we conducted a systematic review to explore how convergence is defined in scholarly literature. We have identified a small number of categories within the definition space and conducted a thematic analysis of the aspects of each. The results show that there is a fairly consistent focus on the work being socially-relevant and on creating something new such as an idea, method, product, or process to address desired needs. Additionally, doing convergent work requires the integration of aspects of multiple disciplines and is conducted by diverse teams. Lastly, the disciplinary backgrounds of those teams almost always includes the natural and biological sciences with a subset the following disciplines: information or computing sciences, engineering, social sciences, and humanities. While there is some consistency in the definition, there also seems to be space for some variation which leaves for some level of choice in the definition.
more »
« less
- Award ID(s):
- 2022271
- PAR ID:
- 10530543
- Publisher / Repository:
- IEEE
- Date Published:
- ISBN:
- 979-8-3503-3642-9
- Page Range / eLocation ID:
- 1 to 5
- Subject(s) / Keyword(s):
- convergence, complexity, systems engineering, grand challenges, transdisciplinary
- Format(s):
- Medium: X
- Location:
- College Station, TX, USA
- Sponsoring Org:
- National Science Foundation
More Like this
-
-
This research-to-practice full paper presents and approach to bringing convergence to the undergraduate engineering context. Convergence is the process of integrating a variety of ideas, skills, and methods to create new ideas, skills, and methods in order to address complex, socially relevant challenges like the UN Sustainable Development Goals [1] and the National Academy of Engineering's (NAE) Grand Challenges [2]. In the US, the National Science Foundation (NSF) has been a major driver of convergence related research and has focused on work primarily at the graduate level and beyond. To explore how convergence concepts translate to an undergraduate engineering context this research to practice paper describes a taxonomy that translates convergent knowledge, skills, and mindsets into the domain of undergraduate engineering education. While we do not believe it is reasonable to expect undergraduates to engage with convergence in the same way as graduate students or postdoctoral scholars, we believe that they can develop in areas that will allow them to engage in convergent work later in their careers. This paper first defines convergence and then examines the challenges and opportunities related to developing a student's ability to do convergent work in an undergraduate context. The developed taxonomy outlines the knowledge, skills, mindsets, and structures that support convergent work from the larger research literature, and adapts these to an undergraduate context. The taxonomy is then used to conduct a gap analysis of an undergraduate electrical and computer engineering degree program. This analysis is based on the syllabi. This work was conducted in the context of an electrical and computer engineering department situated in a medium-sized primarily undergraduate liberal arts institution in the mid-Atlantic region. As the challenges and opportunities are similar to but also unique to this institution this work forms a rich case study that can inform similar efforts in other institutions and contexts where a similar gap analysis may be beneficial. The goal of this work is to enable others to analyze an their existing student experience to see what aspects of convergence are currently included.more » « less
-
null (Ed.)The role of modern engineers as problem-definer often require collaborating with cross-disciplinary teams of professionals to understand and effectively integrate the role of other disciplines and accelerate innovation. To prepare future engineers for this emerging role, undergraduate engineering students should engage in collaborative and interdisciplinary activities with faculties and students from various disciplines (e.g., engineering and social science). Such cross-disciplinary experiences of undergraduate engineering students are not common in today’s university curriculum. Through a project funded by the division of Engineering Education and Centers (EEC) of the National Science Foundation (NSF), a research team of the West Virginia University developed and offered a Holistic Engineering Project Experience (HEPE) to the engineering students. Holistic engineering is an approach catering to the overall engineering profession, instead of focusing on any distinctive engineering discipline such as electrical, civil, chemical, or mechanical engineering. Holistic Engineering is based upon the fact that the traditional engineering courses do not offer sufficient non-technical skills to the engineering students to work effectively in cross-disciplinary social problems (e.g., development of transportation systems and services). The Holistic Engineering approach enables engineering students to learn non-engineering skills (e.g., strategic communication skills) beyond engineering math and sciences, which play a critical role in solving complex 21st-century engineering problems. The research team offered the HEPE course in Spring 2020 semester, where engineering students collaborated with social science students (i.e., students from economics and strategic communication disciplines) to solve a contemporary, complex, open-ended transportation engineering problem with social consequences. Social science students also received the opportunity to develop a better understanding of technical aspects in science and engineering. The open ended problem presented to the students was to “Restore and Improve Urban Infrastructure” in connection to the future deployment of connected and autonomous vehicles, which is identified as a grand challenge by the National Academy of Engineers (NAE) [1].more » « less
-
Abstract Whether doctoral students are funded primarily by fellowships, research assistantships, or teaching assistantships impacts their degree completion, time to degree, learning outcomes, and short- and long-term career outcomes. Variations in funding patterns have been studied at the broad field level but not comparing engineering sub-disciplines. We addressed two research questions: How do PhD student funding mechanisms vary across engineering sub-disciplines? And how does variation in funding mechanisms across engineering sub-disciplines map onto the larger STEM disciplinary landscape? We analyzed 103,373 engineering and computing responses to the U.S. Survey of Earned Doctorates collected between 2007 and 2016. We conducted analysis of variance with Bonferroni post hoc comparisons to examine variation in funding across sub-disciplines. Then, we conducted a k-means cluster analysis on percentage variables for fellowship, research, and teaching assistantship funding mechanism with STEM sub-discipline as the unit of analysis. A statistically significantly greater percentage of biomedical/biological engineering doctoral students were funded via a fellowship, compared to every other engineering sub-discipline. Consequently, biomedical/biological engineering had significantly lower proportions of students supported via research and teaching assistantships than nearly all other engineering sub-disciplines. We identified five clusters. The majority of engineering sub-disciplines grouped together into a cluster with high research assistantships and low teaching assistantships. Biomedical/biological engineering clustered in the high fellowships grouping with most other biological sciences but no other engineering sub-disciplines. Biomedical/biological engineering behaves much more like biological and life sciences in utilizing fellowships to fund graduate students, far more than other engineering sub-disciplines. Our study provides further evidence of the prevalence of fellowships in life sciences and how it stretches into biomedical/biological engineering. The majority of engineering sub-disciplines relied more on research assistantships to fund graduate study. The lack of uniformity provides an opportunity to diversify student experiences during their graduate programs but also necessitates an awareness to the advantages and disadvantages that different funding portfolios can bestow on students.more » « less
-
Undergraduate research has emerged as a high-impact approach that can be used to enhance student engagement and to enrich student learning experiences. It is observed in the literature that undergraduate research can have an impact on student retention, and possibly attract women and ethnic minorities to science-related disciplines while playing an important role in the determination of career paths for participating students. While there are multiple studies on the impact of undergraduate research in social sciences and sciences, there is limited literature in the engineering disciplines. The limited volume of literature may be attributed to multiple reasons such as a significant emphasis on mathematics and science in the first two years of engineering curriculum, a strict sequential degree path, and a lack of flexibility in the program requirements. Engineering students often report difficulty in relating the theoretical content of the first few semesters to actual engineering applications. This study proposes the introduction of undergraduate research as a possible means of overcoming these student perceptions by introducing students to well-defined research projects at an early stage of their undergraduate degree program. The primary focus of this study is to understand student perceptions about the efficacy of undergraduate research in the engineering and engineering technology disciplines. Survey results from twenty six students involved in undergraduate research as part of the requirements for a scholarship program are presented and evaluated. Subjective evaluations from a few faculty members involved in mentoring some of these undergraduate researchers are also discussed. Although both students and faculty mentors agree that undergraduate research can be a highly valuable experience, it is commonly acknowledged that there are quite a few factors that are crucial in making the experience meaningful.more » « less
- Free Publicly Accessible Full Text
-
Accepted Manuscript1.0
- Conference Paper:
- https://doi.org/10.1109/FIE58773.2023.10343511
