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“Regular” CS × Inclusive Design = Smarter Students and Greater Diversity

Published: 22 July 2023 Publication History

Abstract

What if “regular” Computer Science (CS) faculty each taught elements of inclusive design in “regular” CS courses across an undergraduate curriculum? Would it affect the CS program's climate and inclusiveness to diverse students? Would it improve retention? Would students learn less CS? Would they actually learn any inclusive design? To answer these questions, we conducted a year-long Action Research investigation, in which 13 CS faculty integrated elements of inclusive design into 44 CS/IT offerings across a 4-year curriculum. The 613 affected students’ educational work products, grades, and/or climate questionnaire responses revealed significant improvements in students’ course outcomes (higher course grades and fewer course fails/incompletes/withdrawals), especially for marginalized groups; revealed that most students did learn and apply inclusive design concepts to their CS activities; and revealed that inclusion and teamwork in the courses significantly improved. These results suggest a new pathway for significantly improving students’ retention, their knowledge and usage of inclusive design, and their experiences across CS education—for marginalized groups and for all students.

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References

[1]
Lorin W. Anderson, David R. Krathwohl, Peter W. Airasian, Kathleen A. Cruikshank, Richard E. Mayer, Paul R. Pintrich, James Raths, and Merlin C. Wittrock. 2001. A Taxonomy for Learning, Teaching, and Assessing: A revision of Bloom's Taxonomy of Educational Objectives. Pearson, New York, NY.
[2]
Manon Arcand and Jacques Nantel. 2012. Uncovering the nature of information processing of men and women online: The comparison of two models using the think-aloud method. Journal of Theoretical and Applied Electronic Commerce Research 7, 2 (2012), 106–120.
[3]
Moisés Barbosa, Isabelle Brilhante, Artur Andrade, Júlia Luiza Conceição, Genildo Gomes, Tayana Conte, and Bruno Gadelha. 2021. Diversidade de gênero and elicitação de requisitos: uso do GenderMag como estratégia de identificação de requisitos de usabilidade. In WER.
[4]
Lecia J. Barker, Charlie McDowell, and Kimberly Kalahar. 2009. Exploring factors that influence Computer Science introductory course students to persist in the major. In Proceedings of the 40th ACM Technical Symposium on Computer Science Education (SIGCSE’09). Association for Computing Machinery, New York, NY, 153–157. DOI:
[5]
Alexandra Barringer, Lauren M. Papp, and Pamela Gu. 2022. College students’ sense of belonging in times of disruption: prospective changes from before to during the COVID-19 pandemic. Higher Education Research & Development (2022), 1–14.
[6]
Theresa Beaubouef, and John Mason. 2005. Why the high attrition rate for Computer Science students: Some thoughts and observations. Inroads: The SIGCSE Bulletin 37, 2, (June 2005), 103–106. DOI:
[7]
Olga Den Besten. 2010. Local belonging and ‘geographies of emotions’: Immigrant children's experience of their neighbourhoods in Paris and Berlin. Childhood 17, 2 (2010), 181–195.
[8]
Brianna Blaser, Katherine M. Steele, and Sheryl E. Burgstahler. 2015. Including universal design in engineering courses to attract diverse students. In 2015 ASEE Annual Conference & Exposition. ASEE Conferences. https://www.jee.org/24272.
[9]
Benjamin S. Bloom, Max D. Engelhart, Edward J. Furst, Walker H. Hill, and David R. Krathwohl. 1956. Taxonomy of Educational Objectives. Longmans, Green and Co. LTD, London, England.
[10]
Corinne Brion and Paula A. Cordeiro. 2018. Lessons learned from a training of trainers model in Africa. Journal of Educational Leadership and Policy Studies. 2 (2018), 1. https://files.eric.ed.gov/fulltext/EJ1227037.pdf.
[11]
Matthew H. E. M. Browning, Lincoln R. Larson, Iryna Sharaievska, Alessandro Rigolon, Olivia McAnirlin, Lauren Mullenbach, Scott Cloutier, Tue M. Vu, Jennifer Thomsen, Nathan Reigner, Elizabeth Covelli Metcalf, Ashley D'Antonio, Marco Helbich, Gregory N. Bratman, and Hector Olvera Alvarez. 2021. Psychological impacts from COVID-19 among university students: Risk factors across seven states in the United States. PloS One 16, 1 (2021), e0245327.
[12]
Michael Buckley, Helene Kershner, Kris Schindler, Carl Alphonce, and Jennifer Braswell. 2004. Benefits of using socially-relevant projects in computer science and engineering education. In Proceedings of the 35th SIGCSE Technical Symposium on Computer Science Education. 482–486.
[13]
Janet E. Burge, Gerald Gannod, Mike Carter, Alanna Howard, Brian Schultz, Mladen Vouk, David Wright, and Paul Anderson. 2014. Developing CS/SE students’ communication abilities through a program-wide framework. In Proceedings of the 45th ACM Technical Symposium on Computer Science Education. 579–584.
[14]
Margaret Burnett, Simone Stumpf, Jamie Macbeth, Stephann Makri, Laura Beckwith, Irwin Kwan, Anicia Peters, and William Jernigan. 2016. GenderMag: A method for evaluating software's gender inclusiveness. Interacting with Computers 28, 6 (Oct. 2016), 760–787. DOI: https://academic.oup.com/iwc/article-pdf/28/6/760/7919992/iwv046.pdf.
[15]
Margaret Burnett, Robin Counts, Ronette Lawrence, and Hannah Hanson. 2017. Gender HCl and Microsoft: Highlights from a longitudinal study. In 2017 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC’17). 139–143. DOI:
[16]
Brenda M. Capobianco and Allan Feldman. 2006. Promoting quality for teacher action research: Lessons learned from science teachers’ action research, Educational Action Research 14, 4 (Dec. 2006), 497–512.
[17]
Center for Disease Control and Prevention. 2019. Understanding the training of trainers model. Social Media in Higher Education: Case Studies, Reflections and Analysis, Chris Rowell (Ed.). Open Book Publishers, Cambridge.
[18]
Rachel Challen. 2019. Creating a sense of belonging and connectedness for the student arrival experience in a school of arts and humanities. Social Media in Higher Education: Case Studies. Reflections and Analysis (2019), 15.
[19]
Shuo Chang, Vikas Kumar, Eric Gilbert, and Loren G. Terveen. 2014. Specialization, homophily, and gender in a social curation site: Findings from Pinterest. In Proceedings of the 17th ACM Conference on Computer Supported Cooperative Work & Social Computing. 674–686.
[20]
Gary Charness and Uri Gneezy. 2012. Strong evidence for gender differences in risk taking. Journal of Economic Behavior & Organization 83, 1 (2012), 50–58.
[21]
Amreeta Chatterjee, Lara Letaw, Rosalinda Garcia, Doshna Umma Reddy, Rudrajit Choudhuri, Sabyatha Satish Kumar, Patricia Morreale, Anita Sarma, and Margaret Burnett. 2022. Inclusivity bugs in online courseware: A field study. In Proceedings of the 2022 ACM Conference on International Computing Education Research V.1 (ICER’22). 17 pages. DOI:
[22]
Alison Clabaugh, Juan F. Duque, and Logan J. Fields. 2021. Academic stress and emotional well-being in United States college students following onset of the COVID-19 pandemic. Frontiers in Psychology 12 (2021), 765.
[23]
Sydney Clark. 2019. Why Students Want More from College Diversity Initiatives, Best Colleges. Retrieved April 12, 2023 from https://www.bestcolleges.com/blog/student-diversity-intitiatives/.
[24]
John Clarkson, Roger Coleman, Simeon Keates, and Cherie Lebbon. 2013. Inclusive Design: Design for the Whole Population. Springer.
[25]
Lena Cohen, Heila Precel, Harold Triedman, and Kathi Fisler. 2021. A new model for weaving responsible computing into courses across the CS curriculum. In Proceedings of the 52nd ACM Technical Symposium on Computer Science Education. 858–864.
[26]
Ben Coleman and Matthew Lang. 2012. Collaboration across the curriculum: a disciplined approach to developing team skills. In Proceedings of the 43rd ACM Technical Symposium on Computer Science Education (SIGCSE'12). 277–282. DOI:
[27]
Sarah Cooney. 2021. Riding the bus in Los Angeles: Creating cultural micro-exposures via technology. In Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems. Number 13. Association for Computing Machinery, 1–9. DOI:
[28]
CSUSB (Univ. California Center for the Study of Hate & Extremism), Fact Sheet: Anti-Asian Prejudice March 2020. (March 2021). Retrieved September 1, 2022 from https://www.csusb.edu/sites/default/files/FACT%20SHEET-%20Anti-Asian%20Hate%202020%203.2.21.pdf.
[29]
Sally Jo Cunningham, Annika Hinze, and David M. Nichols. 2016. Supporting gender-neutral digital library creation: A case study using the GenderMag Toolkit. Digital Libraries: Knowledge, Information, and Data in an Open Access Society, Atsuyuki Morishima, Andreas Rauber, and Chern Li Liew (Eds.). Springer International Publishing, Cham, 45–50.
[30]
Debzani Deb, Muztaba Fuad, and Keith Irwin 2019. A module-based approach to teaching big data and cloud computing topics at CS undergraduate level. In Proceedings of the 50th ACM Technical Symposium on Computer Science Education. 2–8.
[31]
Brianna Dym, Namita Pasupuleti, Cole Rockwood, and Casey Fiesler. 2021. “You don't do your hobby as a job”: Stereotypes of computational labor and their implications for CS education. In Proceedings of the 52nd ACM Technical Symposium on Computer Science Education (SIGCE’21). 823–829.
[32]
L. E. Enriquez, A. E., Rodriguez, V. E Morales, K. Chavarria, and A. Ro. 2023. Mental health and COVID-19 pandemic stressors among Latina/o/x college students with varying self and parental immigration status. Journal of Racial and Ethnic Health Disparities, 10, 1 (2023), 282–295.
[33]
Casey Fiesler, Natalie Garrett, and Nathan Beard. 2020. What do we teach when we teach tech ethics? A syllabi analysis. In Proceedings of the 51st ACM Technical Symposium on Computer Science Education. 289–295.
[34]
Catherine Good, Aneeta Rattan, and Carol S Dweck. 2012. Why do women opt out? Sense of belonging and women's representation in mathematics. Journal of Personality and Social Psychology 102 (2012), 4.
[35]
Colin M. Gray, Shruthi Sai Chivukula, Kassandra Melkey, and Rhea Manocha. 2021. Understanding “Dark” design roles in computing education. In Proceedings of the 17th ACM Conference on International Computing Education Research (ICER’21). ACM, New York, NY, 14 pages. DOI:
[36]
Barbara J. Grosz, David G. Grant, Kate Vredenburgh, Jeff Behrends, Lily Hu, Alison Simmons, and Jim Waldo. 2019. Embedded EthiCS: Integrating ethics across CS education. Communications of the ACM 62, 8 (2019), 54–61.
[37]
Hyeouk Chris Hahm, Yoonsook Ha, Judith C. Scott, Venissala Wongchai, Justin A. Chen, and Cindy H. Liu. 2021. Perceived COVID-19-related anti-Asian discrimination predicts post traumatic stress disorder symptoms among Asian and Asian American young adults. Psychiatry Research 303 (2021), 114084.
[38]
Thomas A Harris. 1967. I'm OK, You're OK. Random House.
[39]
Gillian R. Hayes. 2014. Knowing by doing: action research as an approach to HCI. Ways of Knowing in HCI. Springer, 49–68.
[40]
Suzanne Hidi. 2016. Revisiting the role of rewards in motivation and learning: Implications of neuroscientific research. Educational Psychology Review 28, 1 (2016), 61–93. DOI:
[41]
Claudia Hilderbrand, Christopher Perdriau, Lara Letaw, Jillian Emard, Zoe Steine-Hanson, Margaret Burnett, and Anita Sarma. 2020. Engineering gender-inclusivity into software: Ten teams’ tales from the trenches. In 2020 IEEE/ACM 42nd International Conference on Software Engineering (ICSE’20). 433–444.
[42]
History.com. 2020. A&E Television Networks. History: 2020 Events. Retrieved August 31, 2022 from https://www.history.com/topics/21st-century/2020-events#race-and-social-justice.
[43]
History.com. 2021. A&E Television Networks. History: 2021 Events. Retrieved August 31, 2022 from https://www.history.com/topics/21st-century/2021-events#disasters-violence.
[44]
Sonya Douglass Horsford, Leana Cabral, Cami Touloukian, Siettah Parks, Phillip A. Smith, Chy McGhee, Fawziah Qadir, Domonique Lester, and Jade Jacobs. 2021. Black Education in the Wake of Covid-19 & Systemic Racism. Black Education Research Collective, New York, NY, 30.
[45]
Lauren C. Howard, Evan A. Krueger, Joshua O. Barker, Tess Boley Cruz, Sam N. Cwalina, Jennifer B. Unger, Jessica L. Barrington-Trimis, and Adam M. Leventhal. 2022. Young adults’ distress about police brutality following the death of George Floyd. Youth & Society. DOI:
[46]
Hui-Ching Kayla Hsu and Nasir Memo. 2021. Crossing the bridge to STEM: Retaining women students in an online CS conversion program. ACM Transactions on Computing Education (TOCE) 21, 2 (2021), 1–16.
[47]
Lin Jia, Yasmine N. Elglaly, Catherine M. Baker, and Kristen Shinohara. 2021. Infusing accessibility into programming courses. Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems. Number 231. Association for Computing Machinery, New York, NY, 1–6. DOI:
[48]
Sami Kahn, Janet Vertesi, Sigrid Adriaenssens, Julia Byeon, Mona Fixdal, Kelly Godfrey, Jérémie Lumbroso, and Kasey Wagoner. 2022. The impact of online STEM teaching and learning during COVID-19 on underrepresented students’ self-efficacy and motivation breadcrumb. Journal of College Science Teaching 51, 6 (2022).
[49]
Tanjila Kanij, John Grundy, Jennifer McIntosh, Anita Sarma, and Gayatri Aniruddh. 2022. A new approach towards ensuring gender inclusive SE job advertisements. In 2022 IEEE/ACM 44th International Conference on Software Engineering: Software Engineering in Society (ICSE-SEIS’22). IEEE, 1–11. DOI:
[50]
Brian TaeHyuk Keum and Michele J. Wong. 2023. COVID-19 anti-Asian racism, perceived burdensomeness, thwarted belongingness, and suicidal ideation among Asian American Emerging Adults. International Review of Psychiatry 35 (2023), 302–309.
[51]
René F. Kizilcec and Sherif Halawa. 2015. Attrition and achievement gaps in online learning. In Proceedings of the 2nd ACM Conference on Learning @ Scale (2015). 57–66.
[52]
René F. Kizilcec and Andrew J. Saltarell. 2019. Psychologically inclusive design: cues impact women's participation in STEM education. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems.
[53]
Ю. С. Кириллова and Д. А. Малы. 2017. Gender accessories recognition of user web-applications by classifiers. International Research Journal Alley of Science 4, 9 (2017), 854–857.
[54]
Maria Klawe. 2013. Increasing female participation in computing: The Harvey Mudd College story. Computer 46, 3 (2013), 56–58.
[55]
Amy J. Ko, Alannah Oleson, Neil Ryan, Yim Register, Benjamin Xie, Mina Tari, Matthew Davidson, Stefania Druga, and Dastyni Loksa. 2020. It is time for more critical CS education. Communications of the ACM 63, 11 (2020), 31–33.
[56]
[57]
Sophia Krause-Levy, William G. Griswold, Leo Porter, and Christine Alvarado. 2021. The relationship between sense of belonging and student outcomes in CS1 and beyond. In Proceedings of the 17th ACM Conference on International Computing Education Research.
[58]
Sang Gyu Kwak and Jong Hae Kim. 2017. Central limit theorem: the cornerstone of modern statistics. Korean Journal of Anesthesiology 70, 2 (2017), 144–156. DOI:
[59]
Margaretha Vreeburg Izzo and William M. Bauer. 2015. Universal design for learning: Enhancing achievement and employment of STEM students with disabilities. Universal Access in the Information Society 14, 1 (2015), 17–27.
[60]
Lara Letaw, Rosalinda Garcia, Heather Garcia, Christopher Perdriau, and Margaret Burnett. 2021. Changing the online climate via the online students: Effects of three curricular interventions on online CS students’ inclusivity. In Proceedings of the 14th ACM Conference on International Computing Education Research (ICER’21). 18 pages. DOI:
[61]
Lara Letaw, Rosalinda Garcia, Patricia Morreale, Gail Verdi, Heather Garcia, Geraldine Jimena Noa, Spencer P. Madsen, Maria Jesus Alzugaray-Orellana, and Margaret Burnett. 2022. Educating educators to integrate inclusive design across a 4-year CS degree program. arXiv:2209.02748. https://arxiv.org/abs/2209.02748
[62]
Kurt Lewin. 1952. Group decision and social change. Readings in Social Psychology. T. Newcombe and E. Hartley (Eds.). Henry Holt, New York.
[63]
Karyn Lewis, Jane G. Stout, Noah D. Finkelstein, Steven J. Pollock, Akira Miyake, Geoff L. Cohen, and Tiffany A. Ito. 2017. Fitting in to move forward: Belonging, gender, and persistence in the physical sciences, technology, engineering, and mathematics (pSTEM). Psychology of Women Quarterly 41, 4 (2017), 420–436.
[64]
Stephanie Ludi. 2007. Introducing accessibility requirements through external stakeholder utilization in an undergraduate requirements engineering course. In 29th International Conference on Software Engineering (ICSE’07). 736–743. DOI:
[65]
Thomas Mahatody, Mouldi Sagar, and Christophe Kolski. 2010. State of the art on the Cognitive Walkthrough method, its variants and evolutions. International Journal of Human-Computer Interaction 26, 8 (2010), 741–785.
[66]
Jennifer Mankoff. 2006. Practical service learning issues in HCI. In CHI’06 Extended Abstracts on Human Factors in Computing Systems. 201–206.
[67]
[68]
Robin McTaggert. 1997. Guiding principles for participatory action research. Participatory Action Research: International Contexts and Consequences, Robin McTaggert (Ed.). State University of New York Press, 25–44.
[69]
Barbara Means and Julie Neisler. 2021. “Teaching and learning in the time of COVID: The student perspective.” Online Learning 25, 1 (2021).
[70]
Joseph E. Michaelis and David Weintrop. 2022. Interest development theory in computing education: A framework and toolkit for researchers and designers. ACM Transactions on Computing Education 22, 4 (Dec. 2022), Article 43, 27 pages.
[71]
Catherine Mooney and Brett A. Becker. 2021. Investigating the impact of the COVID-19 pandemic on computing students’ sense of belonging. ACM Inroads 12, 2 (2021), 38–45.
[72]
Mozilla Foundation. Responsible Computer Science Challenge. Retrieved September 5, 2019 from http://responsiblecs.org.
[73]
Sarah Nosek. 2023. The impact of the Covid-19 pandemic on college students with marginalized identities. Equity in Education & Society 2, 1 (2023), 27526461221149035.
[74]
Alannah Oleson, Christopher Mendez, Zoe Steine-Hanson, Claudia Hilderbrand, Christopher Perdriau, Margaret Burnett, and Amy J. Ko. 2018. Pedagogical content knowledge for teaching inclusive design. In Proceedings of the 2018 ACM Conference on International Computing Education Research (ICER’18). Association for Computing Machinery, New York, NY, 69–77. DOI:
[75]
Alannah Oleson, Meron Solomon, and Amy J. Ko. 2020. Computing students’ learning difficulties in HCI education. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. 1–14.
[76]
Alannah Oleson, Meron Solomon, Christopher Perdriau, and Amy Ko. 2023. Teaching Inclusive design skills with the CIDER assumption elicitation technique. ACM Trans. Comput.-Hum. Interact. 30, 1 (February 2023), 49 pages.
[77]
Susmita Hema Padala, Christopher John Mendez, Luiz Felipe Dias, Igor Steinmacher, Zoe Steine Hanson, Claudia Hilderbrand, Amber Horvath, Charles Hill, Logan Dale Simpson, Margaret Burnett, Marco Gerosa, and Anita Sarma. 2020. How gender-biased tools shape newcomer experiences in OSS projects. IEEE Transactions on Software Engineering 48 (2020), 241--259.
[78]
Krystle Phirangee and Alesia Malec. 2017. Othering in online learning: An examination of social presence, identity, and sense of community. Distance Education 38, 2 (2017), 160–172.
[79]
Marshalita S. Peterson. 2014. Public deliberation and practical application of civic engagement through a “train the trainer” process at a historically black college. The Journal of Negro Education 83, 1 (2014), 77–92.
[80]
Pew Research Center. 2020. On the Cusp of Adulthood and Facing an Uncertain Future: What We Know About Gen Z So Far. Retrieved April 12, 2023 from https://www.pewresearch.org/social-trends/2020/05/14/on-the-cusp-of-adulthood-and-facing-an-uncertain-future-what-we-know-about-gen-z-so-far-2/.
[81]
Vahab Pournaghshband and Paola Medel. 2020. Promoting diversity-inclusive computer science pedagogies: A multidimensional perspective. In Proceedings of the 2020 ACM Conference on Innovation and Technology in Computer Science Education. 219–224.
[82]
Cynthia Putnam, Maria Dahman, Emma Rose, Jinghui Cheng, and Glenn Bradford. 2016. Best practices for teaching accessibility in university classrooms: cultivating awareness, understanding, and appreciation for diverse users. ACM Transactions on Accessible Computing (TACCESS) 8, 4 (2016), 1–26.
[83]
Yim Register and Amy J. Ko. 2020. Learning machine learning with personal data helps stakeholders ground advocacy arguments in model mechanics. In Proceedings of the 2020 ACM Conference on International Computing Education Research (ICER’20). Association for Computing Machinery, New York, NY, 67–78. DOI:
[84]
Shamima Nasrin Runa, Brett A. Becker, and Catherine Mooney. 2022. Variations in sense of belonging in undergraduate computing students through the COVID-19 pandemic. In Proceedings of the 2022 Conference on United Kingdom & Ireland Computing Education Research.
[85]
John P. Salerno, Jackson Devadas, M. Pease, Bryanna Nketia, and Jessica N. Fish. 2020. Sexual and gender minority stress amid the COVID-19 pandemic: Implications for LGBTQ young persons’ mental health and well-being. Public Health Reports 135, 6 (2020), 721–727.
[86]
Ben R. Shapiro, Emma Lovegall, Amanda Meng, Jason Borenstein, and Ellen Zegura. 2021. Using role-play to scale the integration of ethics across the Computer Science curriculum. In Proceedings of the 52nd ACM Technical Symposium on Computer Science Education. 1034–1040.
[87]
Arun Shekhar and Nicola Marsden. 2018. Cognitive walkthrough of a learning management system with gendered personas. In Proceedings of the 4th Conference on Gender & IT (GenderIT’18). Association for Computing Machinery, New York, NY, 191–198. DOI:
[88]
Lee Shulman. 1987. Knowledge and teaching: Foundations of the new reform. Harvard Educational Review 57, 1 (1987), 1–23.
[89]
Angela A. Siegel, Mark Zarb, Emma Anderson, Brent Crane, Alice Gao, Celine Latulipe, Ellie Lovellette, Fiona McNeill, and Debbie Meharg. 2022. The impact of COVID-19 on the CS student learning experience: How the pandemic has shaped the educational landscape. In Proceedings of the 2022 Working Group Reports on Innovation and Technology in Computer Science Education. 165–190.
[90]
Steven E. Stemler. 2004. A comparison of consensus, consistency, and measurement approaches to estimating interrater reliability. Practical Assessment, Research, and Evaluation 9, 1 (2004), 4.
[91]
Chris Stephenson, Alison Derbenwick Miller, Christine Alvarado, Lecia Barker, Valerie Barr, Tracy Camp, Carol Frieze, Colleen Lewis, Erin Cannon Mindell, Lee Limbird, Debra Richardson, Mehran Sahami, Elsa Villa, Henry Walker, and Stuart Zweben. 2018. Retention in Computer Science Undergraduate Programs in the U.S.: Data Challenges and Promising Interventions. ACM, New York, NY.
[92]
Jane G. Stout and Heather M. Wright. 2016. Lesbian, gay, bisexual, transgender, and queer students’ sense of belonging in computing: An intersectional approach. Computing in Science & Engineering 18, 3 (2016), 24–30.
[93]
Ernest T. Stringer. 2007. Action Research. Sage.
[94]
Simone Stumpf, Anicia Peters, Shaowen Bardzell, Margaret Burnett, Daniela Busse, Jessica Cauchard, and Elizabeth Churchill. 2020. Gender-inclusive HCI research and design: A conceptual review. Foundations and Trends in Human–Computer Interaction 13, 1 (2020), 1–69.
[95]
Charlotte Chengyun Teng, Sophia Hon, Angela Wang, and William Tsai. 2022. Impact of COVID-19 discrimination fear on psychological distress among East Asian college students: The moderating role of emotion regulation. American Journal of Orthopsychiatry 93 (2022), 86--96.
[96]
Jannet P. Trammell, Nataria T. Joseph, and Jennifer A. Harriger. 2023. Racial and ethnic minority disparities in COVID-19 related health, health beliefs and behaviors, and well-being among students. Journal of American College Health 71, 1 (2023), 242–248.
[97]
U.S. Government Accountability Office. 2022. Women in the Workforce: The Gender Pay Gap is Greater for Certain Racial and Ethnic Groups and Varies by Education Level, GAO-23-106041. Retrieved from April 16, 2023 from https://www.gao.gov/products/gao-23-106041.
[98]
Mihaela Vorvoreanu, Lingyi Zhang, Yun-Han Huang, Claudia Hilderbrand, Zoe Steine-Hanson, and Margaret Burnett. 2019. From gender biases to gender-inclusive design: an empirical investigation. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (CHI’19). Association for Computing Machinery, 14 pages. DOI:
[99]
Annalu Waller, Vicki L. Hanson, and David Sloan. 2009. Including accessibility within and beyond undergraduate computing courses. In Proceedings of the 11th international ACM SIGACCESS Conference on Computers and Accessibility. 155–162.
[100]
Markeya S. Peteranetz, Shiyuan Wang, Duane F. Shell, Abraham A. Flanigan, and Leen-Kiat Soh. 2018. Examining the impact of computational creativity exercises on college computer science students’ learning, achievement, self-efficacy, and creativity. In Proceedings of the 49th ACM Technical Symposium on Computer Science Education. 155–160.
[101]
Etienne Wenger-Trayner and Beverly Wenger-Trayner. 2015. Communities of Practice. A Brief Introduction. Retrieved January 30, 2023 from https://wenger-trayner.com/introduction-to-communities-of-practice/.
[102]
Linda L. Werner, Brian Hanks, and Charlie McDowell. 2004. Pair-programming helps female computer science students. Journal on Educational Resources in Computing (JERIC) 4, 1 (2004), 4 pages.
[103]
Richmond Y. Wong and Tonya Nguyen. 2021. Timelines: A world-building activity for values advocacy. In Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. Number 616. Association for Computing Machinery, New York, NY, 1–15. DOI:
[104]
C. Wu, Y. Qian, and R. Wilkes. 2021. Anti-Asian discrimination and the Asian-white mental health gap during COVID-19. Ethnic and Racial Studies 44, 5 (2021), 819–835.
[105]
Julia Yates and Anke C. Plagnol. 2022. Female computer science students: A qualitative exploration of women's experiences studying computer science at university in the UK. Education and Information Technologies 27, 3 (2022), 3079–3105.
[106]
Kimberly Michelle Ying, Lydia G. Pezzullo, Mohona Ahmed, Kassandra Crompton, Jeremiah Blanchard, and Kristy Elizabeth Boyer. 2019. In their own words: Gender differences in student perceptions of pair programming. In Proceedings of the 50th ACM Technical Symposium on Computer Science Education. 1053–1059.
[107]
Nick Young and Shriram Krishnamurthi. 2021. Early post-secondary student performance of adversarial thinking. In Proceedings of the 14th ACM Conference on International Computing Education Research (ICER’21). 12 pages. DOI:
[108]
Zippia. 2023. 25+ Telling Diversity in High Tech Statistics [2023]: Tech Demographics + Trends. Retrieved April 16, 2023 from https://www.zippia.com/advice/diversity-in-high-tech-statistics/.

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  1. “Regular” CS × Inclusive Design = Smarter Students and Greater Diversity

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      cover image ACM Transactions on Computing Education
      ACM Transactions on Computing Education  Volume 23, Issue 3
      September 2023
      233 pages
      EISSN:1946-6226
      DOI:10.1145/3605196
      • Editor:
      • Amy J. Ko
      Issue’s Table of Contents

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      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 22 July 2023
      Online AM: 05 June 2023
      Accepted: 26 May 2023
      Revised: 04 May 2023
      Received: 31 January 2023
      Published in TOCE Volume 23, Issue 3

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      Author Tags

      1. GenderMag
      2. diversity
      3. inclusion
      4. broadening participation
      5. CS education
      6. Inclusive Design
      7. HCI education

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      • OSU Center for Research in Engineering Education Online
      • Center for Inclusive Computing at Northeastern University
      • NSF
      • USDA-NIFA

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      • (2025)Diversity, Equity, and Inclusion in Computing Science: Culture is the Key, Curriculum Contributes2024 Working Group Reports on Innovation and Technology in Computer Science Education10.1145/3689187.3709611(175-225)Online publication date: 22-Jan-2025
      • (2024)Exploring Equity, Diversity, and Inclusion in Computer Science Undergraduate CurriculaProceedings of the 2024 on Innovation and Technology in Computer Science Education V. 210.1145/3649405.3659531(765-766)Online publication date: 8-Jul-2024
      • (2024)Debugging for Inclusivity in Online CS Courseware: Does it Work?Proceedings of the 2024 ACM Conference on International Computing Education Research - Volume 110.1145/3632620.3671117(419-433)Online publication date: 12-Aug-2024
      • (2024)Beyond “Awareness”: If We Teach Inclusive Design, Will Students Act On It?Proceedings of the 2024 ACM Conference on International Computing Education Research - Volume 110.1145/3632620.3671101(434-451)Online publication date: 12-Aug-2024
      • (2024)From Workshops to Classrooms: Faculty Experiences with Implementing Inclusive Design PrinciplesProceedings of the 55th ACM Technical Symposium on Computer Science Education V. 110.1145/3626252.3630861(1035-1041)Online publication date: 7-Mar-2024
      • (2024)The Matchmaker Inclusive Design Curriculum: A Faculty-Enabling Curriculum to Teach Inclusive Design Throughout Undergraduate CSProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642475(1-22)Online publication date: 11-May-2024
      • (2024)Mapping Accessibility Assignments into Core Computer Science Topics: An Empirical Study with Interviews and Surveys of Instructors and StudentsProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642097(1-16)Online publication date: 11-May-2024
      • (2023)Introducing Inclusive Design by Showing the Effects of Impaired Environments on Neurodiverse Users2023 IEEE Gaming, Entertainment, and Media Conference (GEM)10.1109/GEM59776.2023.10390238(1-6)Online publication date: 19-Nov-2023

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