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You Don’t Want to Come Into a Broken System: Perspectives for Increasing Diversity in STEM Among Undergraduate Calculus Program Stakeholders

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Abstract

As attention grows towards the disparities and underrepresentation of minoritized groups within undergraduate STEM education, there is a need for understanding how university calculus program stakeholders perceive the issue of increasing diversity. Calculus is a subject crucial to many STEM disciplines, and thus can play an outsized role in facilitating necessary change across STEM fields. We present a research-driven framework from a thematic analysis of interviews and focus groups with calculus program stakeholders (students, faculty, staff, and administrators) at two universities in the United States. The framework juxtaposes various stakeholders’ motivations for diversifying STEM fields along critical and dominant axes with four primary recipients that benefit from diversifying STEM. This framework prompts critical analysis of increasing access and achievement within the current system while also attending to the need to fundamentally change mathematical structures to bolster individual identities and increase the power of marginalized individuals in STEM disciplines.

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References

  • Adelman, C. (2006). The Toolbox Revisited: Paths to Degree Completion from High School through College. U.S. Department of Education. Washington, DC: Office of Vocational and Adult Education.

  • Alzaga Elizondo, T., Ellis, B., Apkarian, N., Sánchez Robayo, B., Robbins, C. K., & Johnson, E. (2020). Departmental change in reaction to the threat of losing calculus: Three cases. In S. S. Karunakaran, Z. Reed, & A. Higgins (Eds.), Proceedings of the 23rd Annual Conference on Research in Undergraduate Mathematics Education (pp. 151–158). Boston, MA.

  • Apkarian, N., Kirin, D., Gehrtz, J., & Vroom. K. (2021). Connecting the stakeholders: Departments, policy, and research in undergraduate mathematics education. PRIMUS: Problems, Resources, and Issues in Mathematics Undergraduate Studies, 30(1), 17–36. https://doi.org/10.1080/10511970.2019.1629135

  • Bailey, S. R., Saperstein, A., & Penner, A. M. (2014). Race, color, and income inequality across the Americas. Demographic Research, 31, 735–756.

    Article  Google Scholar 

  • Basile, V., & Lopez, E. (2015). And still I see no changes: Enduring views of students of color in science and mathematics education policy reports. Science Education, 99(3), 519–548. https://doi.org/10.1002/sce.21156

    Article  Google Scholar 

  • Battey, D., Amman, K., Leyva, L. A., Hyland, N., & McMichael, E. W. (2022). Racialized and gendered labor in students’ responses to precalculus and calculus instruction. Journal for Research in Mathematics Education, 53(2), 94–113.

  • Bell, D. A. (1992). And we are not saved: The elusive quest for racial justice. Basic Books.

    Google Scholar 

  • Brandt, A. (1978). Racism and research: The case of the Tuskegee syphilis study. The Hastings Center Report, 8(6), 21–29.

    Article  Google Scholar 

  • Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101. https://doi.org/10.1191/1478088706qp063oa

    Article  Google Scholar 

  • Crenshaw, K., Gotanda, N., Peller, G., & Thomas, K. (1995). Critical Race Theory: the key writings that formed the movement (pp. 276–291). New York.

  • Ellis, B., Larsen, S., Voigt, M., & Vroom, K. (2021). Where Calculus and Engineering converge: An analysis of curricular change in Calculus for Engineers. International Journal of Research in Undergraduate Mathematics Education. https://doi.org/10.1007/s40753-020-00130-9

    Article  Google Scholar 

  • Ellis, J., Fosdick, B., & Rasmussen, C. (2016). Women 1.5 times more likely to leave STEM pipeline after calculus compared to men: Lack of mathematical confidence a potential culprit. PLoS ONE, 11(7).

  • Dunstan, S. B., & Jaeger, A. J. (2015). Dialect and influences on the academic experiences of college students. The Journal of Higher Education, 86(5), 777–803.

    Article  Google Scholar 

  • Frank, T. J. (2019). Using critical race theory to unpack the Black mathematics teacher pipeline. In Critical race theory in mathematics education (pp. 98–122). Routledge.

  • Freudenthal, H. (2012). Mathematics as an educational task. Springer Science & Business Media.

  • Ginder, S. A., Kelly-Reid, J. E., & Mann, F. B. (2016). 2015–16 Integrated Postsecondary Education Data System (IPEDS): Methodology Report. NCES 2016–111. National Center for Education Statistics.

  • Good, C., Aronson, J., & Harder, J. A. (2008). Problems in the pipeline: Stereotype threat and women’s achievement in high level math courses. Journal of Applied Developmental Psychology, 29(1), 17–28.

    Article  Google Scholar 

  • Gutiérrez, R. (2002). Enabling the practice of mathematics teachers in context: Toward a new equity research agenda. Mathematical Thinking and Learning, 4(2&3), 145–187. https://doi.org/10.1207/S15327833MTL04023_4

    Article  Google Scholar 

  • Gutiérrez, R. (2008). What is “Nepantla” and how can it help physics education researchers conceptualize knowledge for teaching? In 2008 Physics Education Research Conference, AIP Conference Proceedings (vol. 1064, pp. 231–234).

  • Gutiérrez, R. (2009). Framing Equity: Helping Students “Play the Game” and “Change the Game.” Teaching for Excellence and Equity in Mathematics Education, 1(1), 4–7.

    Google Scholar 

  • Hagman, J. E. (2021). The eighth characteristic for successful calculus programs: Diversity, equity, & inclusion practices. PRIMUS: Problems, Resources, and Issues in Mathematics Undergraduate Studies, 31(1), 70–90. https://doi.org/10.1080/10511970.2019.1629555

  • Hersh, R. (1997). What is mathematics, really? Oxford University Press.

    Google Scholar 

  • Leyva, L. A., Quea, R., Weber, K., Battey, D., & López, D. (2021). Detailing racialized and gendered mechanisms of undergraduate precalculus and calculus classroom instruction. Cognition and Instruction, 39(1), 1–34.

    Article  Google Scholar 

  • Ladson-Billings, G. (1998). Just what is critical race theory and what’s it doing in a nice field like education? International Journal of Qualitative Studies in Education, 11(1), 7–24. https://doi.org/10.1080/095183998236863

    Article  Google Scholar 

  • Larsen, S., Marrongelle, K., Bressoud, D., & Graham, K. (2017). Understanding the concepts of calculus: Frameworks and roadmaps emerging from educational research. Compendium for Research in Mathematics Education, 526–550.

  • Malcom, S., & Treisman, U. (1987). Calculus success for all students. In L. A. Steen (Ed.) Calculus for a New Century: A Pump, not a Filter (vol. 8, pp. 129–134). MAA Notes. Mathematical Association of America, Washington, D.C., USA.

  • Martin, D. (2003). Hidden assumptions and unaddressed questions in Mathematics for All rhetoric. The Mathematics Educator, 13(2), 7–21.

    Google Scholar 

  • Martinez, A. E., Gehrtz, J., Rasmussen, C., LaTona-Tequida, T., & Vroom, K. (2021). Course coordinator orientations toward their work and opportunities for professional development. Innovative Higher Education, 1–20.

  • Muraskin, L., & Lee, J. (2004). Raising the graduation rates of low-income college students. Pell Institute for the Study of Opportunity in Higher Education.

  • Rasmussen, C., Ellis, J., Zazkis, D., & Bressoud, D. (2014). Features of successful calculus programs at five doctoral degree granting institutions. In S. Oesterle, P. Lijedahl, C. Nicol, & D. Allan (Eds.), Proceedings of the 38th Conference of the International Group for the Psychology of Mathematics Education (vol. 5, pp. 33–40). PME: Vancouver, Canada.

  • Rasmussen, C., Apkarian, N., Hagman, J. E., Johnson, E., Larsen, S., Bressoud, D., & the Progress through Calculus Team. (2019). Brief report: Characteristics of Precalculus through Calculus 2 programs: Insights from a national census survey. Journal for Research in Mathematics Education, 50(1), 98–111. https://doi.org/10.5951/jresematheduc.50.1.0098

    Article  Google Scholar 

  • Robst, J., Keil, J., & Russo, D. (1998). The effect of gender composition of faculty on student retention. Economics of Education Review, 17(4), 429–439.

    Article  Google Scholar 

  • Secada, W. G. (1989). Agenda setting, enlightened self-interest, and equity in mathematics education. Peabody Journal of Education, 66(2), 22–56.

    Article  Google Scholar 

  • Seymour, E., & Hunter, A. B. (2019). Talking About Leaving Revisited: Persistence, Relocation, and Loss in Undergraduate STEM Education. Springer Nature Switzerland. https://doi.org/10.1007/978-3-030-25304-2

    Article  Google Scholar 

  • Starck, J. G., Sinclair, S., & Shelton, J. N. (2021). How university diversity rationales inform student preferences and outcomes. Proceedings of the National Academy of Sciences, 118(16).

  • Tinto, V. (1997). Classrooms as communities: Exploring the educational character of persistence. The Journal of Higher Education, 68, 599–623.

    Google Scholar 

  • U.S. Department of Education, National Center for Education Statistics. (2015). Integrated Postsecondary Education Data System (IPEDS). Retrieved from https://nces.ed.gov/ipeds/datacenter/InstitutionByName.aspx?goToReportId=6. Accessed 15 Feb 2022.

  • Washington, H. A. (Ed.). (2006). Medical Apartheid: The dark history of medical experimentation on Black Americans from colonial times to the present. Random House Inc.

    Google Scholar 

  • Weiston-Serdan, T. (2017). Critical mentoring: A practical guide. Stylus Publishing, LLC.

  • Weston, T. J., Seymour, E., Koch, A. K., & Drake, B. M. (2019). Weed-out classes and their consequences. In Talking about leaving revisited (pp. 197–243). Springer, Cham.

  • Williams, W. (2021, June 18). Lightening the Burden. Inside Higher Ed. https://www.insidehighered.com/advice/2021/06/18/advice-how-colleges-can-lift-some-emotional-burden-bipoc-faculty-opinion. Accessed 15 Feb 2022.

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Funding

This work was supported by the National Science Foundation (DUE I-USE #1430540) and run under the auspices of the Mathematical Association of America.

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All authors contributed to analysis and writing; Hagman, Voigt, and Gehrtz participated in the data collection.

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Correspondence to Jessica Ellis Hagman.

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Tremaine, R., Hagman, J.E., Voigt, M. et al. You Don’t Want to Come Into a Broken System: Perspectives for Increasing Diversity in STEM Among Undergraduate Calculus Program Stakeholders. Int. J. Res. Undergrad. Math. Ed. 8, 365–388 (2022). https://doi.org/10.1007/s40753-022-00184-x

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