skip to main content


Title: Backtracking CTE Pathways: Identifying and Investigating Pathways and Critical Junctures in Two-Year Information Technology Programs
This NSF Advanced Technological Education (ATE) research and development project aims to design and test a Backtracking Technique for understanding the pathways students take through college and into careers in science, technology, engineering, and mathematics (STEM) and career and technical education (CTE), with the focus of this project on information technology (IT). The project gathers data about current and former students who started in the same cohort, includes institutional research data (e.g., grades, demographics, course-taking) and merges these data with employment data from surveys and lived experiences obtained from interviews. These data are analyzed to identify potential pathways and critical junctions that may lead to student success or other outcomes. The research team is led by a doctoral granting institution and a community college, and includes four additional community colleges that collectively serve rural and urban student populations. In this paper we share the potential of the Backtracking Technique to generate contextualized career pathway data for institutions and create visualizations that can aid in institutional decision-making through a study pilot. The pilot is an initial effort to test the project’s aims of integrating institutional data with phenomenological data to model student progression through post-secondary STEM programs. The analysis will identify and verify influencers that support or hinder student success. Quantitative data analyses will consist of descriptive and comparative methods, which will be verified and informed by open coding and thematic analysis of the qualitative data. We share how the systematic investigation of institutional and phenomenological data used in the Backtracking Technique has the potential to: (1) generate practical knowledge about academic/career pathways in information technology for use by stakeholders; (2) identify and examine relationships among these pathways, students experiences, and psychosocial factors; and (3) add to the analytical methods available to institutional research professionals to document, investigate, and visualize student pathway information using data dashboards. This ATE project has great potential to transform the technician preparation for the advanced technology fields that drive the nation's economy.  more » « less
Award ID(s):
2000799
NSF-PAR ID:
10435766
Author(s) / Creator(s):
Date Published:
Journal Name:
2022 ASEE Annual Conference & Exposition
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
More Like this
  1. With support from the National Science Foundation’s Division of Undergraduate Education, this five-year project led by a two-year HSI seeks to provide underrepresented students with mentored work experiences in computer information systems. Students will have access to on-campus work experiences and internships in businesses and industries. It is anticipated that some examples of potential student projects include mobile application development, cybersecurity, and computer support. It is expected that these experiences will increase undergraduate student interest, persistence, and success in computer information systems, as well as in STEM more broadly. To ensure that they are well-prepared for and gain the most from their work experiences, students will receive training on employability skills such as communication, teamwork, and project management. In addition, during their work experiences, students will be mentored by faculty, industry professionals, and peers. To strengthen the capacity of faculty to serve all students, including Hispanic students, the project will provide faculty with professional development focused on equity mindset. This framework to provide mentored work experiences will be developed and piloted at Phoenix College, in the computer information technology department and eventually expanded to other STEM fields at the institution. Following this, the project also intends to expand this framework four other two-year HSIs in the region. Through this work, the project aims to develop a replicable model for how two-year institutions can develop work experiences that foster increased student graduation and entry into STEM career pathways. This project, which is currently in its first year, seeks to examine how a curriculum that integrates cross-sector partnerships to provide work experiences can enhance STEM learning and retention. Using mixed methods and grounded theory, the project will expand knowledge about: (1) the impact of cross-sector partnerships that support work-focused experiential teaching and learning; (2) systematic ways to maintain and better use cross-sector partnerships; and (3) the degree to which a model of work-focused learning experiences can be adopted at other two-year HSIs and by other STEM fields. Baseline data about Hispanic serving identity at the pilot institution has been collected and assessed at the institutional, departmental, and for different educator roles including faculty, support staff, and administrative leaders to produce inputs towards developing a detailed plan of action. Early results from baseline data, visualizations, and planning responses will be reported in the submission. Expected long term results of the project include: development of sustainable mechanisms to foster cross-sector partnerships; increased student retention and workforce readiness; and measurable successes for STEM students, particularly Hispanic students, at two-year HSIs. 
    more » « less
  2. This project will contribute to the national need for well-educated scientists, mathematicians, engineers, and technicians by supporting the retention and graduation of high-achieving, low-income students with demonstrated financial need at Minnesota State University, Mankato. Over its six year duration, this project will fund scholarships to 120 unique full-time students who are pursuing Bachelor of Science degrees in engineering. First semester junior, primarily transfer, students at Iron Range Engineering will receive scholarships for one semester. The Iron Range Engineering (IRE) STEM Scholars Program provides a financially sustainable pathway for students across the nation to graduate with an engineering degree and up to two years of industry experience. Students typically complete their first two years of engineering coursework at community colleges across the country. Students then join IRE and spend one transitional semester gaining training and experience to equip them with the technical, design, and professional skills needed to succeed in the engineering workforce. During the last two years of their education, IRE students work in industry, earning an engineering intern salary, while being supported in their technical and professional development by professors, learning facilitators, and their own peers. The IRE STEM Scholars project will provide access to a financially responsible engineering degree for low-income students by financially supporting them during the transitional semester, which has two financial challenges: university tuition costs are higher than their previous community college costs, and the semester occurs before they are able to earn an engineering co-op income. In addition, the project will provide personalized mentorship throughout students’ pathway to graduation, such as weekly conversations with a mentor. By providing these supports, the IRE STEM Scholars project aims to prepare students to be competitive applicants for the engineering workforce with career development and engineering co-op experience. Because community colleges draw relatively representative proportions of students from a variety of backgrounds, this project has the potential to learn how transfer pathways and co-op education can support financially sustainable pathways to engineering degrees for a more diverse group of students and contribute to the development of a diverse, competitive engineering workforce. The overall goal of this project is to increase STEM degree completion of low-income, high-achieving undergraduates with demonstrated financial need. As part of the scope of this project, a concurrent mixed-methods research study will be done on engineering students’ thriving, specifically their identity, belonging, motivation, and overall wellbeing (or mental and physical health). Student outcomes have previously been measured primarily through academic markers such as graduation rates and GPA. In addition to these outcomes, this project explores ways to better support overall student thriving. This study will address the following research questions: How do undergraduate students’ engineering identity and belongingness develop over time in a co-op-based engineering program? How do undergraduate students’ motivation and identity connect to overall wellbeing in a co-op-based engineering program? In the first year of the IRE STEM Scholars Project, initial interview data describe scholars’ sense of belonging in engineering, prior to their first co-op experiences and survey data describe IRE students’ experiences in co-op and overall sense of belonging. Future work will utilize these values to identify ways to better support the IRE STEM scholars’ identity development as they move into their first co-op experiences. This project is funded by NSF’s Scholarships in Science, Technology, Engineering, and Mathematics program, which seeks to increase the number of low-income academically talented students with demonstrated financial need who earn degrees in STEM fields. It also aims to improve the education of future STEM workers, and to generate knowledge about academic success, retention, transfer, graduation, and academic/career pathways of low-income students. 
    more » « less
  3. The purpose of the Research in the Formation of Engineers National Science Foundation funded project, Developing Engineering Experiences and Pathways in Engineering Technology Career Formation (D.E.E.P. Engineering Technology Career Formation), is to develop a greater understanding of the professional identity, institutional culture, and formation of engineer technicians and technologists (ET) who are prepared at two-year colleges. ET professionals are important hands-on members of engineering teams who have specialized knowledge of components and engineering systems. Little research on career development and the role of ET in the workforce has previously been conducted prompting national organizations such as NSF and the National Academy of Sciences to prompt more research in this area [1]. The primary objectives of this project are to: (a) identify dimensions of career orientations and anchors at various stages of professional preparation and map to ET career pathways, (b) develop an empirical framework, incorporating individual career anchors and effect of institutional culture, for understanding ET professional formation, and (c) develop and pilot interventions aimed at transforming engineering formation systems in ET contexts. The three interdisciplinary theoretical frameworks integrated to guide design and analysis of this research study are social cognitive career theory (SCCT) [2], Schein’s career anchors which focuses on individual career orientation [3], and the Hughes value framework focused on the organization [4]. SCCT which links self-efficacy beliefs, outcome expectations, and personal goals to educational and career decisions and outcomes ties the individual career anchors to the institutional context of the Hughes framework [2]. To date, the project has collected and analyzed quantitative data from over 330 participants who are two-year college ET students, two-year college transfer students, and early career ET professionals. Qualitative data from historical institutional documents has also been collected and analyzed. Initial analyses have revealed gaps and needed areas of support for ET students in the area of professional formation. Thus far, the identified gaps are in institutional policy (i.e. lack of articulation agreements), needed faculty professional development (i.e. two-year faculty on specific career development and professional ET formation needs and four-year faculty on unique needs of transfer students), missing curriculum and resources supporting career development and professional formation of ET students, and integration of transfer student services focusing on connecting faculty and advisors across both institutional levels and types of programs. Significant gaps in the research promoting understanding of the role of ET and unique professional formation needs of these students were also confirmed. This project has been successful at helping to broaden participation in ET engineering education through integrating new participants into activities (new four-year institutional stakeholders, new industry partners, new faculty and staff directly and indirectly working with ET students) and through promoting disciplinary (engineering education and ET) and cross disciplinary collaborations (human resource development, higher education leadership, and student affairs). With one year remaining before completion of this project, this project has promoted a better understanding of student and faculty barriers supporting career development for ET students and identified need for career development resources and curriculum in ET. Words: 498 References [1] National Academy of Engineering. (2016). Engineering technology education in the United States. Washington, DC: The National Academies Press. [2] Lent, R.W., & Brown, S.B. (1996). Social cognitive approach to career development: An overivew. Career Development Quarterly, 44, 310-321. [3] Schein, E. (1996). Career anchors revisited: Implications for career development in the 21st century. Academy of Management Executive, 10(4), 80-88. [4] Hughes, C. (2014, Spring). Conceptualizing the five values of people and technology development: Implications for human resource managmeent and development. Workforce Education Forum, 37(1), 23-44. 
    more » « less
  4. Need/Motivation (e.g., goals, gaps in knowledge) The ESTEEM implemented a STEM building capacity project through students’ early access to a sustainable and innovative STEM Stepping Stones, called Micro-Internships (MI). The goal is to reap key benefits of a full-length internship and undergraduate research experiences in an abbreviated format, including access, success, degree completion, transfer, and recruiting and retaining more Latinx and underrepresented students into the STEM workforce. The MIs are designed with the goals to provide opportunities for students at a community college and HSI, with authentic STEM research and applied learning experiences (ALE), support for appropriate STEM pathway/career, preparation and confidence to succeed in STEM and engage in summer long REUs, and with improved outcomes. The MI projects are accessible early to more students and build momentum to better overcome critical obstacles to success. The MIs are shorter, flexibly scheduled throughout the year, easily accessible, and participation in multiple MI is encouraged. ESTEEM also establishes a sustainable and collaborative model, working with partners from BSCS Science Education, for MI’s mentor, training, compliance, and building capacity, with shared values and practices to maximize the improvement of student outcomes. New Knowledge (e.g., hypothesis, research questions) Research indicates that REU/internship experiences can be particularly powerful for students from Latinx and underrepresented groups in STEM. However, those experiences are difficult to access for many HSI-community college students (85% of our students hold off-campus jobs), and lack of confidence is a barrier for a majority of our students. The gap between those who can and those who cannot is the “internship access gap.” This project is at a central California Community College (CCC) and HSI, the only affordable post-secondary option in a region serving a historically underrepresented population in STEM, including 75% Hispanic, and 87% have not completed college. MI is designed to reduce inequalities inherent in the internship paradigm by providing access to professional and research skills for those underserved students. The MI has been designed to reduce barriers by offering: shorter duration (25 contact hours); flexible timing (one week to once a week over many weeks); open access/large group; and proximal location (on-campus). MI mentors participate in week-long summer workshops and ongoing monthly community of practice with the goal of co-constructing a shared vision, engaging in conversations about pedagogy and learning, and sustaining the MI program going forward. Approach (e.g., objectives/specific aims, research methodologies, and analysis) Research Question and Methodology: We want to know: How does participation in a micro-internship affect students’ interest and confidence to pursue STEM? We used a mixed-methods design triangulating quantitative Likert-style survey data with interpretive coding of open-responses to reveal themes in students’ motivations, attitudes toward STEM, and confidence. Participants: The study sampled students enrolled either part-time or full-time at the community college. Although each MI was classified within STEM, they were open to any interested student in any major. Demographically, participants self-identified as 70% Hispanic/Latinx, 13% Mixed-Race, and 42 female. Instrument: Student surveys were developed from two previously validated instruments that examine the impact of the MI intervention on student interest in STEM careers and pursuing internships/REUs. Also, the pre- and post (every e months to assess longitudinal outcomes) -surveys included relevant open response prompts. The surveys collected students’ demographics; interest, confidence, and motivation in pursuing a career in STEM; perceived obstacles; and past experiences with internships and MIs. 171 students responded to the pre-survey at the time of submission. Outcomes (e.g., preliminary findings, accomplishments to date) Because we just finished year 1, we lack at this time longitudinal data to reveal if student confidence is maintained over time and whether or not students are more likely to (i) enroll in more internships, (ii) transfer to a four-year university, or (iii) shorten the time it takes for degree attainment. For short term outcomes, students significantly Increased their confidence to continue pursuing opportunities to develop within the STEM pipeline, including full-length internships, completing STEM degrees, and applying for jobs in STEM. For example, using a 2-tailed t-test we compared means before and after the MI experience. 15 out of 16 questions that showed improvement in scores were related to student confidence to pursue STEM or perceived enjoyment of a STEM career. Finding from the free-response questions, showed that the majority of students reported enrolling in the MI to gain knowledge and experience. After the MI, 66% of students reported having gained valuable knowledge and experience, and 35% of students spoke about gaining confidence and/or momentum to pursue STEM as a career. Broader Impacts (e.g., the participation of underrepresented minorities in STEM; development of a diverse STEM workforce, enhanced infrastructure for research and education) The ESTEEM project has the potential for a transformational impact on STEM undergraduate education’s access and success for underrepresented and Latinx community college students, as well as for STEM capacity building at Hartnell College, a CCC and HSI, for students, faculty, professionals, and processes that foster research in STEM and education. Through sharing and transfer abilities of the ESTEEM model to similar institutions, the project has the potential to change the way students are served at an early and critical stage of their higher education experience at CCC, where one in every five community college student in the nation attends a CCC, over 67% of CCC students identify themselves with ethnic backgrounds that are not White, and 40 to 50% of University of California and California State University graduates in STEM started at a CCC, thus making it a key leverage point for recruiting and retaining a more diverse STEM workforce. 
    more » « less
  5. To build the nation's skilled technical workforce, the demand for entry and middle-skill professionals in technical fields in Science, Technology, Engineering, and Mathematics (STEM) is increasing. The alignment between educational programming and job requirements for STEM-oriented technicians is essential for establishing career pathways that produce high-quality middle skills professionals for technology-rich fields. Building on prior research on rural Florida’s information technologies career pathways, in this National Science Foundation (NSF) Advanced Technician Education (ATE) targeted research project, FSU researchers are investigating alignment among educational opportunities, employer needs, student readiness and new employee experiences in Advanced Manufacturing (AM) and test the usefulness of tools and processes developed to assess such alignment, focusing on the opportunities and challenges in Florida’s rural areas. Researchers constructed and are iteratively refining an AM Body of Knowledge (BOK) for analysis and community engagement. The quantitative and qualitative mixed methods research design combines content analysis and text mining using the BOK with surveys, and interviews/focus groups. The research team is applying text mining approaches to identify the match between syllabi learning outcomes, industry certification requirements, state curriculum frameworks, and job postings. In interviews and focus groups, researchers are qualitatively assessing the employers’ competency expectations and new professionals’ job experiences. These analyses will build capacity among rural stakeholders to strengthen and expand their technical workforce. 
    more » « less