Abstract
College graduates, especially teachers, often feel alienated when starting their careers as they may lack robust support systems to help them address daily difficulties. Researchers study online learning communities as a model to address this missing support system; however, very little research exists on the benefits of embedding these learning communities into Science, Technology, Engineering, and Mathematics (STEM) teacher candidates’ (TC) coursework. In this design case, we identified that a sustained Reddit social media learning community (SMLC) embedded within a technology integration course created a robust support system for STEM TCs preparing for their careers. In this SMLC, TCs discussed and solved technological and professional problems, kept up to date with new technologies and methodologies, and accessed a network of peers with similar interests. The potential of such SMLCs goes far beyond technology integration and STEM, and applying the insights from this design case might address a wide range of problems many college students, not only STEM TCs, face when beginning their careers. The design decisions we implemented in crafting our course and SMLC are documented in this paper. We also present our findings and recommendations to understand the impact and practical implications for designing effective and sustainable SMLCs.
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Data availability
The datasets generated and analyzed during the current study are available from the corresponding author upon reasonable request.
References
Admiraal, W., Schenke, W., de Jong, L., Emmelot, Y., & Sligte, H. (2019). Schools as professional learning communities: What can schools do to support professional development of their teachers? Professional Development in Education, 47(4), 684–698. https://doi.org/10.1080/19415257.2019.1665573
Aguilar, S. J., Rosenberg, J. M., Greenhalgh, S. P., Fütterer, T., Lishinski, A., & Fischer, C. (2021). A different experience in a different moment? Teachers’ social media use before and during the covid-19 pandemic. AERA Open. https://doi.org/10.1177/23328584211063898
Ben-Peretz, M., & Schonmann, S. (2021b). Informal learning communities and their effects. In Organizational Learning in Schools Taylor & Francis. https://doi.org/10.1201/9781003077459-4
Borge, M., & Mercier, E. (2019). Towards a micro-ecological approach to CSCL. International Journal of Computer-Supported Collaborative Learning, 14(2), 219–235. https://doi.org/10.1007/s11412-019-09301-6
Bos, N., Zimmerman, A., Olson, J., Yew, J., Yerkie, J., Dahl, E., et al. (2007). From shared databases to communities of practice: A taxonomy of collaboratories. Journal of Computer-Mediated Communication, 12(2), 652–672.
Burgess, J., Green, J., & Rebane, G. (2020). Agency and controversy in the YouTube community. In H. Friese, M. Nolden, G. Rebane, & M. Schreiter (Eds.), Handbuch Soziale Praktiken und Digitale Alltagswelten. Wiesbaden: Springer VS.
Cai, L., Dangeni, D., Elliot, D., He, R., Liu, J., Makara, K., & Zhang, J. (2019). A conceptual enquiry into communities of practice as praxis in international doctoral education. Journal of Praxis in Higher Education, 1(1), 11–36.
Charmaz, K. (2006). Constructing grounded theory: A practical guide through qualitative analysis. London: Sage.
Chen, C. H., & Yang, Y. C. (2019). Revisiting the effects of project-based learning on students’ academic achievement: A meta-analysis investigating moderators. Educational Research Review, 26, 71–81. https://doi.org/10.1016/J.EDUREV.2018.11.001
Creswell, J. W., & Plano Clark, V. (2017). Designing and conducting mixed methods research. Thousand Oaks, CA: Sage.
Croft, N., Dalton, A., & Grant, M. (2010). Overcoming isolation in distance learning: Building a learning community through time and space. Journal for Education in the Built Environment, 5(1), 27–64. https://doi.org/10.11120/jebe.2010.05010027
Dean, B. (2021, October 10). How Many People Use Social Media in 2022? (65+ Statistics). https://backlinko.com/social-media-users
Dos-Santos, L. (2020). The relationship between teachers and school professional staff’s retention and managerial styles. Asian Online Journal Publishing Group Journal of Education and E-Learning Research, 7(1), 42–48. https://doi.org/10.20448/journal.509.2020.71.42.48
Easterday, M. W., Rees Lewis, D. G., & Gerber, E. M. (2018). The logic of design research. Learning Research and Practice, 4(2), 131–160. https://doi.org/10.1080/23735082.2017.1286367
Fink, J. E., & Inkelas, K. K. (2015). A history of learning communities within american higher education. New Directions for Student Services, 2015(149), 5–15. https://doi.org/10.1002/SS.20113
Gaffney, M. (2008). Participatory action research: an overview--what makes it tick? kairaranga, 9, 9–15
Gannon-Leary, P., & Fontainha, E. (2007). Communities of practice and virtual learning communities: Benefits, barriers and success factors. Barriers and Success Factors. eLearning Papers (5).
Glassman, M. (2016). Educational psychology and the Internet. New York, NY: Cambridge University Press.
Glassman, M., Kuznetcova, I., Peri, J., & Kim, Y. (2021). Cohesion, collaboration and the struggle of creating online learning communities: development and validation of an online collective efficacy scale. Computers and Education Open, 2, 100031.
Glassman, M., Lin, T.-J., & Ha, S. (2022). Concepts, collaboration, and a company of actors: A Vygotskian model for concept development in the 21st century. Oxford Review of Education. https://doi.org/10.1080/03054985.2022.2028611
Greenhow, C., Galvin, S. M., & Staudt Willet, K. B. (2019). What should be the role of social media in education? Policy Insights from the Behavioral and Brain Sciences, 6(2), 178–185. https://doi.org/10.1177/2372732219865290
Hardré, P., Ling, C., & Shehab, R. (2013). Teachers in an interdisciplinary learning community: Engaging, integrating, and strengthening K-12 education. Journal of Teacher Education, 64(5), 409–425. https://doi.org/10.1177/0022487113496640
Haythornthwaite, C., Kumar, P., Gruzd, A., Gilbert, S., Esteve del Valle, M., & Paulin, D. (2018). Learning in the wild: Coding for learning and practice on Reddit. Learning Media and Technology, 43(3), 219–235. https://doi.org/10.1080/17439884.2018.1498356
Hogan, B. (2018). Social media giveth, social media taketh away: Facebook, friendships, and APIs. International Journal of Communication, 12.
Holland, A. A. (2019). Effective principles of informal online learning design: A theory-building metasynthesis of qualitative research. Computers & Education, 128, 214–226. https://doi.org/10.1016/J.COMPEDU.2018.09.026
Hsieh, H. F., & Shannon, S. E. (2005). Three approaches to qualitative content analysis. Qualitative Health Research, 15(9), 1277–1288. https://doi.org/10.1177/1049732305276687
Hudgins, W., Lynch, M., Schmal, A., Sikka, H., Swenson, M., & Joyner, D. A. (2020).In: Informal learning communities: the other massive open online “C.” Proceedings of the seventh ACM conference on learning @ scale. https://doi.org/10.1145/3386527
Jeong, H., & Hmelo-Silver, C. E. (2016). Seven affordances of computer-supported collaborative learning: how to support collaborative learning? How can technologies help? Educational Psychologist, 51(2), 247–265. https://doi.org/10.1080/00461520.2016.1158654
Johnson, C. (2001). A survey of current research on online communities of practice. The Internet and Higher Education, 4(1), 45–60.
Johnson, R., Onwuegbuzie, A., & Turner, L. (2007). Toward a definition of mixed methods research. Journal of Mixed Methods Research, 1(2), 112–133. https://doi.org/10.1177/1558689806298224
Kim, Y., Glassman, M., Bartholomew, M., & Hur, E. H. (2013). Creating an educational context for Open Source Intelligence: The development of Internet self-efficacy through a blogcentric course. Computers & Education, 69, 332–342. https://doi.org/10.1016/J.COMPEDU.2013.07.034
Krutka, D. G., & Greenhalgh, S. P. (2021). You can tell a lot about a person by reading their bio”: Lessons from inauthentic Twitter accounts’ activity in #Edchat. Journal of Research on Technology in Education. https://doi.org/10.1080/15391523.2021.1962454
Lai, C.-H., Lin, H.-W., Lin, R.-M., & Tho, P. D. (2019). Effect of peer interaction among online learning community on learning engagement and achievement. International Journal of Distance Education Technologies, 17(1), 66–77. https://doi.org/10.4018/IJDET.2019010105
Lave, J., & Wenger, E. (1991). Situated learning: Legitimate peripheral participation. Cambridge: Cambridge University Press.
Lytle, N., Milliken, A., Cateté, V., & Barnes, T. (2020). In: Investigating Different Assignment Designs to Promote Collaboration in Block-Based Environments. Proceedings of the 51st ACM technical symposium on computer science education, 7(20). https://doi.org/10.1145/3328778
Massanari, A. (2017). Gamergate and the fappening: How Reddit’s algorithm, governance and culture support toxic technocultures. New Media and Society, 19(3), 329–346. https://doi.org/10.1177/1461444815608807
Mercimek, B., & Çaka, C. (2022). Asynchronous environments in online courses: advantages, limitations, and recommendations. In handbook of research on managing and designing online courses in synchronous and asynchronous environments. 96–116. IGI Global. https://doi.org/10.4018/978-1-7998-8701-0.CH005
Miles, M., & Huberman, M. (1994). Qualitative data analysis: An expanded sourcebook. Thousand Oaks, CA: Sage.
Miller, D., Glassman, M., Evans, M., & Tilak, S. (2022). Troubleshooting emergent issues: how school leaders create communities of practice right on their phones. In principal leadership. National association of secondary school principals. https://www.researchgate.net/publication/357717806_Troubleshooting_Emergent_Issues_How_School_Leaders_Create_Communities_of_Practice_Right_on_Their_Phones
Mutton, T. (2020). Teacher education and Covid-19: Responses and opportunities for new pedagogical initiatives. Journal of Education for Teaching, 46(4), 439–441. https://doi.org/10.1080/02607476.2020.1805189
Otto, S., Evins, M., Boyer-Pennington, M., & Brinthaupt, T. (2015). Learning communities in higher education: Best practices. Journal of Student Success and Retention, 2(1)
Ozdemir, S. (2007). E-learning’s effect on knowledge: Can you download tacit knowledge? British Journal of Educational Technology (online Early Articles). https://doi.org/10.1111/j.1467-8535.2007.00764.x
Roberts, J. (2006). Limits to communities of practice. Journal of Management Studies, 43(3), 623–639.
Scardamalia, M., & Bereiter, C. (2003). Knowledge Building Environments: Extending the Limits of the Possible in Education and Knowledge Work. Encyclopedia of distributed learning.
Schreier, M. (2012). Qualitative Content Analysis in Practice. Thousand Oaks, CA: Sage.
Shea, P., Swan, K., Li, C. S., & Pickett, A. (2005). Developing learning community in online asynchronous college courses: The role of teaching presence. Journal of Asynchronous Learning Networks, 9(4), 59–82.
Stahl, G., & Hakkarainen, K. (2021). Theories of CSCL. In International Handbook of Computer-Supported Collaborative Learning., 19, 23.
Stuckey, B., & Smith, J. (2004). Building sustainable communities of practice. In P. Hildreth & C. Kimble (Eds.), Knowledge networks: innovation through communities of practice (pp. 150–164). Idea Group: Hershey, PA.
Tannehill, D., & MacPhail, A. (2016). Teacher empowerment through engagement in a learning community in Ireland: Working across disadvantaged schools. Professional Development in Education, 43(3), 334–352. https://doi.org/10.1080/19415257.2016.1183508
Tilak, S., & Glassman, M. (2020). Alternative lifeworlds on the Internet: Habermas and democratic distance education. Distance Education, 41(3), 326–344. https://doi.org/10.1080/01587919.2020.1763782
Tilak, S., Evans, M., Wen, Z., & Glassman, M. (2022). Social network analysis as a cybernetic modelling facility for participatory design in technology-supported college curricula. Systemic Practice and Action Research, 1, 1–34.
Tomes, N. (2001). Technology-supported collaborative learning. In N. Falchicov (Ed.), Learning together—peer tutoring in higher education (pp. 275–291). Falmer.
Trayner, B., Smith, J. & Bettoni, M. (2006) Participation in International Virtual Learning Communities: A Social Learning Perspective CPsquare! The Community of Practice on Communities of Practice
Vandeyar, T. (2020). The academic turn: Social media in higher education. Education and Information Technologies, 25(6), 5617–5635. https://doi.org/10.1007/S10639-020-10240-1/FIGURES/3
Vygotsky, L. (1978). Mind in Society: The Development of Higher Psychological Processes. Cambridge, MA: Harvard University Press.
Vygotsky, L. (1999). The collected works of L S. Vygotsky Scientific Legacy. New York: Plenum.
Wenger, E., McDermott, R., & Snyder, W. (2002). Cultivating communities of practice: A guide to managing knowledge. Boston: Harvard Business School Press.
Wiggins, G., Wiggins, G., & McTighe, J. (2005). Understanding by design. ASCD.
Wise, A. F., & Schwarz, B. B. (2017). Visions of CSCL: Eight provocations for the future of the field. International Journal of Computer-Supported Collaborative Learning, 12, 423–467. https://doi.org/10.1007/s11412-017-9267-5
Yarris, L., Chan, T., Gottlieb, M., & Juve, M. (2019). Finding your people in the digital age: virtual communities of practice to promote education scholarship. Journal of Graduate Medical Education, 11(1), 1–5.
Yoon, S. A., Miller, K., Richman, T., Wendel, D., Schoenfeld, I., Anderson, E., & Shim, J. (2020b). Encouraging collaboration and building community in online asynchronous professional development: Designing for social capital. International Journal of Computer-Supported Collaborative Learning. https://doi.org/10.1007/s11412-020-09326-2
Acknowledgements
Thank you to Fuyi Feng and Irenee Niyongombwa who were diligent in helping us clean, code and compile the data for this write up. Also, to Dr Michael Glassman for his support throughout the entire project
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Evans, M., Trolli, E., Pierson, A. et al. Designing courses with sustainable virtual learning communities: a STEM teacher candidate course that extends beyond higher education. J Comput High Educ (2023). https://doi.org/10.1007/s12528-023-09391-0
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DOI: https://doi.org/10.1007/s12528-023-09391-0