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Creating Apps for Community and Social Good: Learning Outcomes of a Culturally Responsive Middle School Computer Science Curriculum

Published: 03 March 2023 Publication History

Abstract

This study examined student learning outcomes from a culturally responsive middle school computer science (CS) curriculum. The curriculum is based on students creating mobile apps serving community and social good. Two sets of data were collected from 294 students in three urban districts: (1) pre- and post- survey responses on their attitudes toward learning CS and creating culturally responsive apps; (2) the apps created by those students. The analyses of student apps indicated that students were able to create basic apps that connected with their personal interests, life experiences, class community, and the larger society. Paired sample t-tests of pre- and post- survey results indicated that students were significantly more confident in coding and creating community-focused apps after completing the course, regardless of gender and race. However, their interest in solving coding problems and continuing to learn CS decreased afterward. Analyses of students' attitudes by gender, grade, and race showed significant differences among some of those groups. Seventh grade students rated more positively on their attitudes than eighth graders. Students of different racial groups indicated significantly different attitudes, especially the Southeast Asian and African American groups. Male students also reported stronger confidence and interest and more positive attitudes overall than female students.

References

[1]
Eglash, R., Gilbert, J. E., & Foster, E. (2013). Toward culturally responsive computing education. Communications of the ACM, 56(7), 33--36.
[2]
Gay, G. (2018). Culturally responsive teaching: Theory, research, and practice. New York, NY: Teachers college press.
[3]
Grover, S., Basu, S., & Schank, P. (2018, February). What we can learn about student learning from open-ended programming projects in middle school computer science. In Proceedings of the 49th ACM technical symposium on computer science education (pp. 999--1004).
[4]
Hammond, Z. (2015). Culturally responsive teaching and the brain: Promoting authentic engagement and rigor among culturally and linguistically diverse students. Corwin Press.
[5]
Kafai, Y. B., Lee, E., Searle, K., Fields, D., Kaplan, E., & Lui, D. (2014). A crafts-oriented approach to computing in high school: Introducing computational concepts, practices, and perspectives with electronic textiles. ACM Transactions on Computing Education (TOCE), 14(1), 1--20.
[6]
Kapor Center (2021). Culturally Responsive-Sustaining Computer Science Education: A Framework. Retrieved from: https://www.kaporcenter.org/equitablecs.
[7]
Kong, S. C., Chiu, M. M., & Lai, M. (2018). A study of primary school students' interest, collaboration attitude, and programming empowerment in computational thinking education. Computers & Education, 127, 178--189.
[8]
Lachney, M., Eglash, R., Bennett, A., Babbitt, W., Foy, L., Drazin, M., & Rich, K. M. (2021a). pH empowered: community participation in culturally responsive computing education. Learning, Media and Technology, 46(3), 333--354.
[9]
Ladson-Billings, G. (1994) The dreamkeepers. San Francisco, CA: Jossey-BASS.
[10]
Lee, J., Husman, J., Scott, K. A., & Eggum-Wilkens, N. D. (2015). COMPUGIRLS: Stepping stone to future computer-based technology pathways. Journal of Educational Computing Research, 52(2), 199--223.
[11]
Leonard, J., Mitchell, M., Barnes-Johnson, J., Unertl, A., Outka-Hill, J., Robinson, R., & Hester-Croff, C. (2018). Preparing Teachers to Engage Rural Students in Computational Thinking Through Robotics, Game Design, and Culturally Responsive Teaching. Journal of Teacher Education, 69(4), 386--407.
[12]
Lewis, C. M., Shah, N., & Falkner, K. (2019). 16 Equity and Diversity. In S. A. Fincher, & A.V. Robins (Eds.), The Cambridge handbook of computing education research (pp. 481--510). Cambridge University Press.
[13]
Ni, L., Martin, F., Bausch, G., Benjamin, R., Hsu, H., & Feliciano, B. (2021). Project, district and teacher levels: Insights from professional learning in a CS RPP collaboration. In Proceedings of the 52nd ACM Technical Symposium on Computer Science Education (SIGCSE '21), 764--752.
[14]
Ni, L., Bausch, G., Feliciano, B., Hsu, H., & Martin, F. (2022). Teachers as curriculum co-designers: Supporting professional learning and curriculum implementation in a CSforAll RPP project. In Proceedings of 2022 Conference on Research in Equitable and Sustained Participation in Engineering, Computing, and Technology (RESPECT). 1--8. IEEE.
[15]
Madkins, T., Thomas, J. O., Solyom, J., Goode, J., & McAlear, F. (2020). Learner-centered and culturally relevant pedagogy. In S. Grover (Ed.), Computer science in K-12: An A-to-Z handbook on teaching programming (pp.125--129). Edfinity.
[16]
NSF (2020). Computer Science for All (CS for All: Research and RPPs). Retrieved from https://www.nsf.gov/publications/pub_summ.jsp?ods_key=nsf20539.
[17]
Richards, H. V., Brown, A. F., & Forde, T. B. (2007). Addressing diversity in schools: Culturally responsive pedagogy. Teaching Exceptional Children, 39(3), 64--68.
[18]
Sherman, M., Martin, F., Baldwin, L., & DeFilippo, J. (2014). App Inventor Project Rubric--Computational Thinking through Mobile Computing. Retrieved from https://nsfmobilect. files. wordpress.com/2014/09/mobile-ct-rubricfor-app-inventor-2014-09-01. pdf.
[19]
Scott, K. A., Sheridan, K. M., & Clark, K. (2015). Culturally responsive computing: A theory revisited. Learning, Media and Technology, 40(4), 412--4.

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    cover image ACM Conferences
    SIGCSE 2023: Proceedings of the 54th ACM Technical Symposium on Computer Science Education V. 1
    March 2023
    1481 pages
    ISBN:9781450394314
    DOI:10.1145/3545945
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    Published: 03 March 2023

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    Author Tags

    1. app complexity
    2. apps
    3. attitudes
    4. culturally responsive pedagogy
    5. middle school students

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