An In-Depth Exploration of the BELONG Conceptual Model of Engineering Persistence
Abstract
1. Introduction
2. Background
2.1. The Chilly Climate
2.2. Loyola University Chicago Collaborative Program Structures

2.3. Theoretical Framework
3. Materials and Methods
3.1. Sampling
3.2. Data Collection Procedures
3.3. Data Analysis
4. Results
4.1. Identities as Women of Color
At first I was a little bit afraid to go into engineering, because I thought it would be more male dominated. But I mean at Loyola, it’s pretty 50/50, I would say. My biggest thing … I didn’t expect … all the racism … I’m just gonna continue because I mean, it’s like real life, too. There’s gonna be people like that. I just have to learn how to navigate it.
4.2. BELONG Model
4.2.1. Collaborative Program Structure: Student and Faculty Diversity
There are instances where I can see differences between me and my classmates, whether it’s like I’m like one of two Black women in my classes … it’s just little stuff like that that you kinda are aware of. But it doesn’t really—I don’t allow it to deter me if that makes sense.
4.2.2. Collaborative Program Structure: Active, Collaborative Learning Pedagogies
I think Loyola’s Engineering program is really good with that active learning. It’s kind of like in the beginning. It can be a little frustrating because like, you don’t know what you’re doing. But then it really does stick with me and like I feel like I’m a lot. I’m able to learn a lot better, and maybe not quicker, but deep deeper, I guess. And then it also helps with like, I feel like collaboration. I feel like we do lots of group work in the engineering courses, even outside the engineering courses. It’s a lot of group work which I think will help in the future.
There’s a lot of competition where I feel like there shouldn’t be. It’s very much like you’re working together … but there’s a lot of just tension between a lot of people, I would say. So it makes it a bit awkward, but I wouldn’t compare it to pre-med section. When I was in there that was so much more cutthroat.
4.2.3. Collaborative Program Structure: Supportive Climate Among Peers
4.2.4. Collaborative Program Structure: Supportive Climate from Faculty and Sponsors
4.2.5. Collaborative Program Structure: Dedicated, Accessible Physical Space for Engineering Students
4.2.6. Collaborative Program Structure: Small Class Sizes
I love that they do the classes that are like smaller. And they actually put a lot more attention towards you. And it makes you like feeling such like a tight knit community, unlike other like schools that are bigger, and they just have like 50 to 100 students of engineering, like in one classroom. I love how they just have at most 25. And they put all their attention on you, and they make sure like that you are going to succeed.
4.2.7. Sense of Belonging and Self-Efficacy
I would say, like honestly, within the Loyola Engineering department, going into like a STEM field, as any like woman is like terrifying. And then, as a woman of color that just adds a whole other layer. I will say I feel like at Loyola Engineering there are a good amount of like women of color. So in that aspect, it’s just like not feeling completely alone. Like, I definitely think, that there is space to exist as a Black woman in the Loyola Engineering department. So I like, really, really appreciate that it’s definitely made me more comfortable. And like even with like speaking up in my classes, or just being willing to like share my ideas like seeing other people that like look like me. It definitely helps.
The active learning pedagogies were a critical factor in choosing the program.The big thing that Loyola Engineering pushes is like the whole, like active learning. So like, I definitely knew that I wanted a program where I wasn’t just going to be lectured at, because I can’t learn that way like I need to like experience like what I’m supposed to be learning to like, actually like, comprehend, and then be able to like, go out and do it by myself.
But then also, like, when you look at [chair of Engineering] like she’s such an accomplished woman, and she’s the head of the Engineering department like, I feel like, that’s a really really powerful thing to see like, especially as a woman of color, like seeing another woman of color in such a high position. Really matters, because, like representation, like matters a lot, especially to like younger people. So like being able to like envision myself in (her) shoes, and like knowing that she has gone through like many challenges, as a woman of color like that just gives me more motivation.
I look at this other girl, and she’s also struggling. So I just go up to her. And I’m like, Hey, like, my name’s [redacted], like. Obviously, I’m an engineer. We’re working on the same assignment, like, if you want to like collaborate, or just like, you know, help each other out like I’m here. And we ended up like being able to like complete the project using each other’s help. And so it’s just moments like that where I’m like, okay … This is what engineering is about. And this is why I’m in this program.
4.2.8. Outcome Expectations
4.2.9. Engineering Interests
5. Discussion
5.1. Implications for BELONG Model Development
5.2. Implications for Practice to Rethink Engineering Education
5.3. Limitations
5.4. Future Work
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| AI | Artificial Intelligence |
| BELONG | Becoming Engineers Leading Our Next Generation |
| PWI | Primary White Institution |
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| Chilly Climate Issue | Collaborative Program Structure |
|---|---|
| Masculine Defaults | Microaggression Identification: During the second course meeting of the first ENGR course, within the social justice module, a table of common microaggressions (Goodman, 2015) is presented. The chair then asks that one student tell a second student if they are hurt by a microaggression and also states that she would be glad to tell the second student if the first student is uncomfortable having this conversation. The Department of Engineering should be a safe space. |
| Freshman design projects for the Loyola Libraries, Nursing Simulation Lab, Medical School, and School of Environmental Sustainability are not gender-based. | |
| Industry-sponsored, two-semester capstone projects are not gender-based. | |
| Differential Treatment | Each bimonthly faculty meeting begins with fifteen minutes of student review, to ensure faculty members are aware of and can support all student needs. |
| All course projects have accompanying rubrics, so grading is transparent. | |
| During freshman orientation, the chair shares statistics indicating lack of diversity in undergraduate engineering and explains why more diverse engineers are needed to design products used by the world. | |
| Teamwork is emphasized through CATME peer evaluations, short CATME dimension training videos, and meeting support tools (Purdue University, 2024). The CATME adjustment factor without self is used to properly weigh each student’s contribution to each project milestone grade. | |
| Proportion of Women in Classroom | All Engineering courses are taught using a mandatory active learning style [problem-based learning (Baura et al., 2018, 2019, 2021, 2024) and collaborative learning], which increases the retention of women students, students of color, and first-generation students. Engineering course sections seat at most 24 students, to facilitate active learning. Collaboration, rather than competition, is emphasized. |
| The Engineering faculty is diverse and models the gender and ethnic diversity Engineering wishes to see in its student population (Figure 2). The chair of Engineering is an Asian woman and full professor. | |
| Faculty diversity also includes industry and academic experience, with these industry experiences informing the first-year, collaborative, and problem-based learning activities given in courses. | |
| Sense of Belonging | Each freshman or capstone design group is constructed so a woman or student of color is not isolated within a group of 3–4 students. A typical freshman group construction is 2 women students plus 2 students of color. |
| The combination classrooms/labs for Engineering courses are card-access only, for use by Engineering students, faculty, and staff. These dedicated spaces turn into study lounges at night, so it is easy to find other students working on the same homework. |
| Interviewee & Identity | Collaborative Program Structures | Self-Efficacy | Outcome Expectations | Engineering Interests | Sense of Belonging | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| Student & Faculty Diversity | Active, Collaborative Learning Pedagogies | Supportive Climate Among Peers | Supportive Climate from Faculty & Sponsors | Physical Space | Small Class Sizes | |||||
| Nadia: Woman | ||||||||||
| Maria: Woman of Color | ||||||||||
| Aaliya: Woman of Color | ||||||||||
| Elise: Woman of Color | ||||||||||
| Kaelyn: Woman of Color | ||||||||||
| Bette: Woman of Color | ||||||||||
| Collaborative Program Structures | Example of Influence on Sense of Belonging | Example of Influence on Self-Efficacy |
|---|---|---|
| Student & faculty diversity in program (n = 6). Despite being a PWI, the visible presence of women and racially diverse students and faculty affirmed their identities and helped them feel they belonged in a traditionally male-dominated field. | “Whenever I’m with, like, honestly, just the women of engineering, then you really really feel included, everybody’s very open, very diverse. It makes you forget about the problem, a little bit.”—Kaelyn | “I feel like the students that I was in, at least in my engineering class. It was like a pretty diverse group. It wasn’t just like specifically one race. I feel like that helped [combat feelings of imposter syndrome]”—Aaliya |
| Active/collaborative learning pedagogies (n = 6). Instructional approaches that require students to work in groups on hands-on projects and problem-solving activities, including first-year projects. | “So it [collaborative project] did make us become closer and closer together, and especially cause it was such like a team, heavy project, that you cannot do like a lot of the stuff alone like that’s what they bring us closer.”—Aaliya | “My current project is building an anatomical model of [collaborative project] … It was a lot of work … It was really difficult. (And) glad we got all the designs, everything, all the reports are completed and approved of.”—Kaelyn |
| Supportive climate among peers (n = 6). Classmates who problem-solve together, offer positive affirmations, and actively uplift one another during challenges. | “I feel like just the community. I guess in Loyola is really open, which I like. I feel like I can just like I don’t need to be nervous, I guess, to be myself here”—Elise | [when discussing getting a new assignment] “ … with new experiences come hardships. But they also offer the opportunity to really grow and challenge yourself. And not only are you able to grow individually, but you can grow with other people by forming such like a collaborative environment and kind of like helping each other out”—Bette |
| Supportive faculty & sponsors (n = 6). Faculty and project sponsors who provide positive affirmations, meet with students during office hours for academic support and advice, and serve as role models whose identities and experiences inspire students. | “Being able to like envision myself in [chair of engineering’s] shoes, and like knowing that she has gone through like many challenges, as a woman of color like that just gives me more motivation.”—Bette | “Also the teachers, if you do use their hours, they do help a lot with you and overall just like asking And it might be like, really hard at first, I know, I wasn’t good asking a few teachers, I’m like, Oh, I don’t know, but it does help like asking questions, and just getting out of your comfort zone, for sure.”—Aaliya |
| Dedicated, accessible physical space for engineering students (n = 3). A designated study and collaboration space (e.g., flex lab) reserved for engineering students, acting as a central hub for community. | “… we actually get together, sit in the flex lab and just work on our projects together. Like, it’s a very close community. And I do really like that.”—Maria | “… being able to have a special, I guess, place for to study as an engineering student in flex labs that, like no other majors could go to, definitely helped me stay on track and focus”—Nadia |
| Small class sizes (n = 5). Smaller cohorts of students allow students to build relationships and frequently work together. | “I do enjoy having a smaller class size, where we get to interact with like the same few people really build, like close relationships”—Maria | “I think that’s when it helps that our program is so small, since everyone kind of knows everyone in the program, it’s easy to ask for help and work with other students to figure out, or we’ll do whatever problems we have together.”—Elise |
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Baura, G.; Kallemeyn, L.; de la Riva, E.E.; Hercules, A.; Miller, M.J. An In-Depth Exploration of the BELONG Conceptual Model of Engineering Persistence. Educ. Sci. 2025, 15, 1604. https://doi.org/10.3390/educsci15121604
Baura G, Kallemeyn L, de la Riva EE, Hercules A, Miller MJ. An In-Depth Exploration of the BELONG Conceptual Model of Engineering Persistence. Education Sciences. 2025; 15(12):1604. https://doi.org/10.3390/educsci15121604
Chicago/Turabian StyleBaura, Gail, Leanne Kallemeyn, Erika Esmeralda de la Riva, Andrea Hercules, and Matthew J. Miller. 2025. "An In-Depth Exploration of the BELONG Conceptual Model of Engineering Persistence" Education Sciences 15, no. 12: 1604. https://doi.org/10.3390/educsci15121604
APA StyleBaura, G., Kallemeyn, L., de la Riva, E. E., Hercules, A., & Miller, M. J. (2025). An In-Depth Exploration of the BELONG Conceptual Model of Engineering Persistence. Education Sciences, 15(12), 1604. https://doi.org/10.3390/educsci15121604

