"I Started Seeing Myself as a Computing Person": Exploring Latina Women's Computing Identity Development in College
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Abstract
This qualitative study employs interviews to explore the process of computing identity development and maintenance among Latina undergraduate students, beginning from their experiences in introductory computing courses and extending beyond. The findings shed light on the significant influence of factors such as peer and faculty recognition, engagement in identity-based extracurricular organizations, and familial and community relationships on the formation of students’ computing identities and their determination to persist in the field. These insights highlight the multifaceted nature of computing identity development for Latina students and provide valuable knowledge for promoting inclusivity and support in computing education.
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References
Anzaldúa, G. (1987). Borderlands, la frontera: The new mestiza. Aunt Lute Books.
Anzaldúa, G., & Moraga, C. (1981). This bridge called my back: Writings by radical women of color.
Bhattacharya, K. (2017). Fundamentals of qualitative research: A practical guide. Routledge. https://doi.org/10.4324/9781315231747 DOI: https://doi.org/10.4324/9781315231747
Braun, V., & Clarke, V. (2022). Thematic analysis: A practical guide. SAGE Publications. DOI: https://doi.org/10.1007/978-3-319-69909-7_3470-2
Carlone, H. B., & Johnson, A. (2007). Understanding the science experiences of successful women of color: Science identity as an analytic lens. Journal of Research in Science Teaching, 44(8), 1187–1218. https://doi.org/10.1002/tea.20237 DOI: https://doi.org/10.1002/tea.20237
Contreras Aguirre, H. C., Gonzalez, E. & Banda R. M., (2020). Latina college students’ experiences in STEM at Hispanic-Serving Institutions: framed within Latino critical race theory. International Journal of Qualitative Studies in Education, 33(8, 810-823. https://doi.org/10.1080/09518398.2020.1751894 DOI: https://doi.org/10.1080/09518398.2020.1751894
Conway, M., Ellingrud, K., Nowski, T., & Wittemyer, R. (2018). Closing the tech gender gap through philanthropy and corporate social responsibility. McKinsey & Company. https://www.mckinsey.com/industries/technology-media-and-telecommunications/our-insights/closing-the-tech-gender-gap-through-philanthropy-and-corporate-social-responsibility
Crisp, G., Nora, A., & Taggart, A. (2009). Student characteristics, pre-college, college, and environmental factors as predictors of majoring in and earning a STEM degree: An analysis of students attending a Hispanic-Serving Institution. American Educational Research Journal, 46(4), 924–942. https://doi.org/10.3102/0002831209349460 DOI: https://doi.org/10.3102/0002831209349460
Erete, S., Thomas, K., Nacu, D., Dickinson, J., Thompson, N., & Pinkard, N. (2021). Applying a transformative justice approach to encourage the participation of Black and Latina Girls in computing. ACM Transactions on Computing Education (TOCE), 21(4), 1-24. https://10.1145/3451345 DOI: https://doi.org/10.1145/3451345
Espinosa, L. (2011). Pipelines and pathways: Women of Color in undergraduate STEM majors and the college experiences that contribute to persistence. Harvard Educational Review, 81(2), 209–241. https://doi.org/10.17763/haer.81.2.92315ww157656k3u DOI: https://doi.org/10.17763/haer.81.2.92315ww157656k3u
Excelencia in Education. (2019, April). Latinos in higher education: Compilation of fast facts. Excelencia in Education. https://www.edexcelencia.org/research/publications/latinos-higher-education-compilation-fast-facts
Garcia, A.L., Rincon, B., & Hinojosa, J.K. (2020) “There was something missing”: How Latinas construct compartmentalized identities in STEM. In E. Gonzalez, F. Fernandez, & M. Wilson (Eds.), An Asset-Based Approach to Advancing Latina Students in STEM (pp. 181-192). Routledge. DOI: https://doi.org/10.4324/9781003002758-14
Gasiewski, J. A., Eagan, M. K., Garcia, G. A., Hurtado, S., & Chang, M. J. (2012). From gatekeeping to engagement: A multicontextual, mixed method study of student academic engagement in introductory STEM courses. Research in Higher Education, 53(2), 229-261. https://doi.org/10.1007/s11162-011-9247-y DOI: https://doi.org/10.1007/s11162-011-9247-y
George, K. L., Sax, L. J., Wofford, A. M., & Sundar, S. (2022). The tech trajectory: Examining the role of college environments in shaping students’ interest in computing careers. Research in Higher Education, 63(5), 871-898. https://doi.org/10.1007/s11162-021-09671-7 DOI: https://doi.org/10.1007/s11162-021-09671-7
Gonzalez, E. M., Fernández, F., & Wilson, M. (Eds.) (2020). An Asset-based Approach to Advancing Latina Students in STEM: Increasing Resilience, Participation, and Success. Routledge. DOI: https://doi.org/10.4324/9781003002758
Hodari, A. K., Ong, M., Ko, L. T., & Kachchaf, R. R. (2014). New enactments of mentoring and activism: U.S. women of color in computing education and careers. Proceedings of the Tenth Annual Conference on International Computing Education Research (ICER ‘14), 83–90. https://doi.org/10.1145/2632320.2632357 DOI: https://doi.org/10.1145/2632320.2632357
Hodari, A. K., Ong, M., Ko, L. T., & Smith, J.M. (2016) Enacting agency: The strategies of women of color in computing. Computing in Science & Engineering, 18(3), 58-68. https://www.terc.edu/publications/enacting-agency-the-strategies-of-women-of-color-in-computing/ DOI: https://doi.org/10.1109/MCSE.2016.44
Jones, S. (2016). More than an intervention: Strategies for increasing diversity and inclusion in STEM. Journal for Multicultural Education, 10(1), 234-246. DOI:10.1108/JME-12-2015-0046 DOI: https://doi.org/10.1108/JME-12-2015-0046
Lehman, K. J., Sundar, S., Newhouse, K.N. S., & Sax, L. J. (2022). Nevertheless, they persisted: Factors that promote persistence for women and racially/ethnically minoritized students in undergraduate computing. Computer Science Education, 33(2), 260-285. https://doi.org/10.1080/08993408.2022.2086401 DOI: https://doi.org/10.1080/08993408.2022.2086401
Lehman, K. J., Wofford, A. M., Sendowski, M., Newhouse, K. N., & Sax, L. J. (2020, February). Better late than never: exploring students’ pathways to computing in later stages of college. In Proceedings of the 51st ACM Technical Symposium on Computer Science Education, Association for Computing Machinery, (pp. 1075-1081). http://dx.doi.org/10.1145/3328778.3366814 DOI: https://doi.org/10.1145/3328778.3366814
Margolis, J. (2017). Stuck in the Shallow End: Education, Race, and Computing. MIT press.
Merriam, S. B., & Tisdell, E. J. (2016). Qualitative research: a guide to design and implementation. Jossey-Bass.
Moakler Jr, M. W., & Kim, M. M. (2014). College major choice in STEM: Revisiting confidence and demographic factors. The Career Development Quarterly, 62(2), 128-142. https://doi.org/10.1002/j.2161-0045.2014.00075.x DOI: https://doi.org/10.1002/j.2161-0045.2014.00075.x
National Academies of Sciences, Engineering, and Medicine (NASEM). (2022). Transforming trajectories for Women of Color in Tech. Washington, DC: The National Academies Press. https://doi.org/10.17226/26345. DOI: https://doi.org/10.17226/26345
National Center for Education Statistics (2022). “Table 322.40: Bachelor's degrees conferred to males by postsecondary institutions, by race/ethnicity and field of study: 2019-20 and 2020-21” and “Table 322.50: Bachelor's degrees conferred to females by postsecondary institutions, by race/ethnicity and field of study: 2019-20 and 2020-21” in Digest of Education Statistics (2022). Available at: https://nces.ed.gov/programs/digest/d22/tables/dt22_322.40.asp and https://nces.ed.gov/programs/digest/d22/tables/dt22_322.50.asp.
Nelson, K., Sabel, J., Forbes, C., Grandgenett, N., Tapprich, W., & Cutucache, C. (2017). How do undergraduate STEM mentors reflect upon their mentoring experiences in an outreach program engaging K-8 youth? International Journal of STEM Education, 4(1), 1-13. https://doi.org/10.1186/s40594-017-0057-4 DOI: https://doi.org/10.1186/s40594-017-0057-4
Nguyen, A., & Lewis, C. M. (2020). Competitive enrollment policies in computing departments negatively predict first-year students' sense of belonging, self-efficacy, and perception of department. Proceedings of the 51st ACM Technical Symposium on Computer Science Education, 685–691. https://doi.org/10.1145/3328778.3366805 DOI: https://doi.org/10.1145/3328778.3366805
Ong, M., Smith, J. M., & Ko, L. T. (2017). Counterspaces for women of color in STEM higher education: Marginal and central spaces for persistence and success. Journal of Research in Science Teaching, 55(2), 206-245. https://doi.org/10.1002/tea.21417 DOI: https://doi.org/10.1002/tea.21417
Ong, M., Wright, C., Espinosa, L., & Orfield, G. (2011). Inside the double bind: A synthesis of empirical research on undergraduate and graduate women of color in science, technology, engineering, and mathematics. Harvard Educational Review, 81(2), 172-209. https://otl.wayne.edu/wider/inside_the_double_bind.pdf DOI: https://doi.org/10.17763/haer.81.2.t022245n7x4752v2
Perez, R.J., Motshubi, R., Rodriguez, S.L. (2022). “We are a huge source of labor”:
Perez-Felkner, L., Rodriguez, S. L., Fluker, C., & Camacho, M. M. (2024). Latin* students in engineering: An intentional focus on a growing population. Rutgers University Press. DOI: https://doi.org/10.36019/9781978838703
Exploring STEM graduate students’ roles in changing departmental climate. Review of Higher Education, 46(1), 33-66. https://doi.org/10.1353/rhe.2022.0012. DOI: https://doi.org/10.1353/rhe.2022.0012
Rankin, Y. A., & Thomas, J. O. (2020). The intersectional experiences of Black women in computing. In Proceedings of the 51st ACM Technical Symposium on Computer Science Education (pp. 199-205). https://doi.org/10.1145/3328778.3366873 DOI: https://doi.org/10.1145/3328778.3366873
Rendón, L. I. (1994). Validating culturally diverse students: Toward a new model of learning and student development. Innovative higher education, 19, 33-51. https://link.springer.com/content/pdf/10.1007/BF01191156.pdf DOI: https://doi.org/10.1007/BF01191156
Rodriguez, S.L. (in press). Developing Engineering and Computing Identity for Latina Students during College. Cambridge, MA: Harvard Education Press.
Rodriguez, S., Cunningham, K., & Jordan, A. (2019a). STEM identity development for Latinas: The role of self- and outside recognition. Journal of Hispanic Higher Education, 18(3), 254–272. https://doi.org/10.1177/1538192717739958 DOI: https://doi.org/10.1177/1538192717739958
Rodriguez, S. L., & Blaney, J. M. (2020). “We’re the unicorns in STEM”: Understanding how academic and social experiences influence sense of belonging for Latina undergraduate students. Journal of Diversity in Higher Education, 14(3), 441-455. https://doi.org/10.1037/dhe0000176 DOI: https://doi.org/10.1037/dhe0000176
Rodriguez, S. L., & Lehman, K. (2017). Developing the next generation of diverse computer scientists: The need for enhanced, intersectional computing identity theory. Computer Science Education, 27(3–4), 229–247. https://doi.org/10.1080/08993408.2018.1457899 DOI: https://doi.org/10.1080/08993408.2018.1457899
Rodriguez, S. L., Bukoski, B. E., Cunningham, K. J., & Jones, A. (2020a). Critiquing oppression and desiring social justice: How undergraduate Latina students in STEM engage in acts of resistance. Journal of Women and Gender in Higher Education, 13(3), 251–267. https://doi.org/10.1080/26379112.2020.1838297 DOI: https://doi.org/10.1080/26379112.2020.1838297
Rodriguez, S. L., Lu, C., & Ramirez, D. (2020b). Creating a conceptual framework for computing identity development for Latina undergraduate students. In Gonzalez, E. M., Fernández, F., & Wilson, M. (Eds.), An Asset-based Approach to Advancing Latina Students in STEM: Increasing Resilience, Participation, and Success (pp. 25-39). Routledge. https://doi.org/10.4324/9781003002758 DOI: https://doi.org/10.4324/9781003002758-4
Rodriguez, S., Pilcher, A., & Garcia-Tellez, N. (2019b). The influence of familismo on Latina student STEM identity development. Journal of Latinos and Education, 20(2), 1–13. https://doi.org/10.1080/15348431.2019.1588734 DOI: https://doi.org/10.1080/15348431.2019.1588734
Rodriguez, S., Ramirez, D., Lehman, K. J., Sax, L. J. (2023). Utilizing community cultural wealth to explore of the experiences of Latina undergraduate students in computing. Journal of Women and Minorities in Science and Engineering, 29(3). https://DOI:10.1615/JWomenMinorScienEng.2022039365 DOI: https://doi.org/10.1615/JWomenMinorScienEng.2022039365
Saldaña, J. (2016). The coding manual for qualitative researchers. SAGE Publications.
Salinas, C. (2020). The complexity of the “x” in Latinx: How Latinx/a/o students relate to, identify with, and understand the term Latinx. Journal of Hispanic Higher Education, 19(2), 149-168. https://doi.org/10.1177/1538192719900382 DOI: https://doi.org/10.1177/1538192719900382
Sax, L. J., Blaney, J. M., Lehman, K. J., Rodriguez, S. L., George, K. L., & Zavala, C. (2018). sense of belonging in computing: The role of introductory courses for women and underrepresented minority students. Social Sciences, 7(8), 122, 1-23. https://doi.org/10.3390/socsci7080122 DOI: https://doi.org/10.3390/socsci7080122
Sax, L. J., Stormes, K. N., & Pereyra, M. (2023). The role of course modality on students' computing orientation and course satisfaction. Paper presented at the annual meeting of the Association for the Study of Higher Education, Minneapolis, MN, November 2023.
Solorzano, D. G., & Bernal, D. D. (2001). Examining transformational resistance through a critical race and LatCrit theory framework: Chicana and Chicano students in an urban context. Urban education, 36(3), 308-342. https://doi.org/10.1177/0042085901363002 DOI: https://doi.org/10.1177/0042085901363002
Thiry, H., & Hug, S. (2014). “We should all help each other”: Latina undergraduates’ practices and identities in the figured world of computing. International Society of the Learning Sciences, 1(1), 214-221. https://repository.isls.org//handle/1/1115
Venegas, K. M., & Espinoza-Wade, A. (2020). Latinas in STEM: A review of the literature using a psychosociocultural lens. In Gonzalez, E. M., Fernández, F., & Wilson, M. (Eds.), An Asset-based Approach to Advancing Latina Students in STEM: Increasing Resilience, Participation, and Success (pp. 11-24). Routledge. https://doi.org/10.4324/9781003002758 DOI: https://doi.org/10.4324/9781003002758-3
Villa, E. Q., Wandermurem, L., Hampton, E. M., & Esquinca, A. (2016). Engineering education through the Latina lens. Journal of Education and Learning, 5(4), 113-125. http://dx.doi.org/10.5539/jel.v5n4p113 DOI: https://doi.org/10.5539/jel.v5n4p113
Wofford, A. M., Sax, L. J., George, K. L., Ramirez, D., & Nhien, C. (2022). Advancing equity in graduate pathways: Examining the factors that sustain and develop computing graduate aspirations. The Journal of Higher Education, 93(1), 110-136. https://doi.org/10.1080/00221546.2021.1930840 DOI: https://doi.org/10.1080/00221546.2021.1930840