A Tale of Two Platforms: Decoding the Digital Footprints of High School Students in Bilingual Scaffolded MOOCs

Authors

  • Jo-Chi Hsiao National Taiwan University of Science and Technology
  • Chiung-Fang Chang Tamkang University https://orcid.org/0000-0002-6702-4897
  • Ken-Zen Chen National Yang Ming Chiao Tung University

DOI:

https://doi.org/10.24059/olj.v29i4.5183

Keywords:

English as a lingua franca (ELF), self-regulated learning, English MOOCs, bilingual policy

Abstract

While Massive Open Online Courses (MOOCs) are widely used in higher education, their application and effectiveness for high school students, especially English as a Foreign Language (EFL) learners grappling with language barriers in English-Medium Instruction environments, remain underexplored. There is a recognized gap in understanding how high school students’ attitudes toward English, self-regulated learning motivation, online behaviors, and perceptions of course design within bilingual scaffolded MOOCs (courses providing linguistic and instructional support in both students’ native language and English) influence course completion outcomes. A mixed-methods design was employed, involving 115 high school students from Northern Taiwan. Data were collected throughout an eight-week intervention. Results show: (1) those perceiving English as practical demonstrated higher self-regulated learning (SRL) motivation and learning satisfaction; (2) discussion participation was a significant predictor of course completion, while reading materials and watching videos were not significant predictors; (3) students primarily valued content knowledge, learning strategies, and language knowledge, and suggested improvements related to information accessibility and course design, including more explicit instructor guidance. The results suggest that MOOC designers and online educators should foster a positive attitude and belief toward English as a Lingua Franca, increase SRL, and design online lessons featuring easy-to-access materials and interactive activities. This study contributes to the broader discourse on inclusive and accessible online learning for global high school students.

References

Barnard, L., Lan, W. Y., To, Y. M., Paton, V. O., & Lai, S.-L. (2009). Measuring self-regulation in online and blended learning environments. The Internet and Higher Education, 12, 1–6. https://doi.org/10.1016/j.iheduc.2008.10.005

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

Bonafini, F. C.; Chae, C.; Park, E. & Jablokow, K. W. (2017). How much does student engagement with videos and forums in a MOOC affect their achievement? Online Learning, 21(4), 223–240. https://doi.org/10.24059/olj.v21i4.1270

Chi, X. (2023). The influence of presence types on learning engagement in a MOOC: the role of autonomous motivation and grit. Psychology Research and Behavior Management, 5169–5181. https://doi.org/10.2147/PRBM.S442794

Chiu, Y. C., Hsu, H. J., Wu, J., & Yang, D. L. (2018). Predicting student performance in MOOCs using learning activity data. Journal of Information Science and Engineering, 34(5), 1223–1235. https://doi.org/10.6688/JISE.201809_34(5).0007

Colas, J. F., Sloep, P. B., & Garreta-Domingo, M. (2016). The effect of multilingual facilitation on active participation in MOOCs. International Review of Research in Open and Distributed Learning, 17(4), 280-314. https://doi.org/10.19173/irrodl.v17i4.2470

Creswell, J. W., & Creswell, J. D. (2018). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). SAGE Publications.

De Meerleer, M. (2012). Beliefs and attitudes towards English as a lingua franca: Native and non-native pronunciation. [Unpublished master’s thesis]. Ghent University Faculty of Art and Philosophy, Netherlands.

Deng, R., Benckendorff, P., & Gannaway, D. (2020). Linking learner factors, teaching context, and engagement patterns with MOOC learning outcomes. Journal of Computer Assisted Learning, 36(5), 688–708. https://doi.org/10.1111/jcal.12437

Emanuel, J. P., & Lamb, A. (2017). Open, online, and blended: Transactional interactions with MOOC content by learners in three different course formats. Online Learning, 21(2), 1–25. https://doi.org/10.24059/olj.v21i2.845

Ertugruloglu, E., Mearns, T., & Admiraal, W. (2023). Scaffolding what, why and how? A critical thematic review study of descriptions, goals, and means of language scaffolding in bilingual education contexts. Educational Research Review, 40, 100550. https://doi.org/10.1016/j.edurev.2023.100550

Fredricks, J. A., Blumenfeld, P., Friedel, J., & Paris, A. (2005). School engagement. In K. A. Moore & L. Lippman (Eds.), What do children need to flourish? Conceptualizing and measuring indicators of positive development (pp. 305–321). Springer.

Galloway, N., & Rose, H. (2018). Incorporating Global Englishes into the ELT classroom. ELT Journal, 72(1), 3–14. https://doi.org/10.1093/elt/ccx010

Guggemos, J., Moser, L., & Seufert, S. (2022). Learners don’t know best: Shedding light on the phenomenon of the K-12 MOOC in the context of information literacy. Computers & Education, 188, 104552. https://doi.org/10.1016/j.compedu.2022.104552

Hsueh, N. L., Daramsenge, B., & Lai, L. C. (2022). Exploring the influence of students’ modes of behavioral engagement in an online programming course using the partial least squares structural equation modeling approach. Journal of Information Technology Education: Research, 21, 403–423. https://doi.org/10.28945/5010

Jenkins, J., Cogo, A., & Dewey, M. (2011). Review of developments in research into English as a lingua franca. Language Teaching, 44, 281–315. https://doi.org/10.1017/S0261444811000115

Jitpaisarnwattana, N., Reinders, H., Darasawang, P. (2021). Understanding the roles of personalization and social learning in a language MOOC through learning analytics. Online Learning Journal, 25(4), 324–343. https://doi.org/10.24059/olj.v25i4.2509

Kirkpatrick, A. (2012). English as an international language in Asia: Implications for language education. In A. Kirkpatrick & R. Sussex (Eds.), English as an international language in Asia: Implications for language education (pp. 29–44). Springer.

Koutsakas, P., Chorozidis, G., Karamatsouki, A., & Karagiannidis, C. (2020). Research trends in K–12 MOOCs: A review of the published literature. International Review of Research in Open and Distributed Learning, 21(3), 285–303. https://doi.org/10.19173/irrodl.v21i3.4650

Kucuk, S., & Richardson, J. C. (2019). A structural equation model of predictors of online learners’ engagement and satisfaction. Online Learning, 23, 196–216. https://doi.org/10.24059/olj.v23i2.1455

Kumar, P., & Kumar, N. (2020). A study of learner’s satisfaction from MOOCs through a mediation model. Procedia Computer Science, 173, 354–363. https://doi.org/10.1016/j.procs.2020.06.041

Lan, M., & Hew, K. F. (2020). Examining learning engagement in MOOCs: A self-determination theoretical perspective using mixed method. International Journal of Educational Technology in Higher Education, 17(7), 1–24. https://doi.org/10.1186/s41239-020-0179-5

Li, Y., Armstrong, A. K. & Krasny, M. E. (2024). MOOC teaching assistants’ global engaged-learning in the United States and China. Online Learning, 28(4), 147–171. https://doi.org/10.24059/olj.v28i4.4567

Li, Z., Bonk, C. J., & Zhu, M. (2024). Community in the open: Supports, challenges, and impacts of local learning communities of K-12 sdolescent MOOC learners from Nepal. Online Learning, 28(3), 497–523. https://doi.org/10.24059/olj.v28i3.3463

Lin, S. L., Wen, T. H., Ching, G. S., & Huang, Y. C. (2021). Experiences and challenges of an English as a medium of instruction course in Taiwan during COVID-19. International Journal of Environmental Research and Public Health, 18(24), 12920. https://doi.org/10.3390/ijerph182412920

Ministry of Health (Taiwan). (2012). Research Protocol within the Scope of Exemption Categories for IRB Review. Retrieved from https://law.moj.gov.tw

Moore, M. (1990). Recent contributions to the theory of distance education. Open Learning, 5(3), 10–15. https://doi.org/10.1080/0268051900050303

Moore, R. L., & Blackmon, S. J. (2022). From the learner’s perspective: A systematic review of MOOC learner experiences (2008–2021). Computers & Education, 190, 104596. https://doi.org/10.1016/j.compedu.2022.104596

National Development Council, Ministry of Education Directorate-General of Personnel Administration, Ministry of Examination Civil Service Protection, & Training Commission. (2021). Bilingual 2023. Retrieved from https://ws.ndc.gov.tw/Download.ashx?u=LzAwMS9hZG1pbmlzdHJhdG9yLzExL3JlbGZpbGUvMC8xNDUzNC9hODg1MTBkMC04YmQxLTQxZGEtYTgzZC1jOTg0NDM5Y2U3ZmMucGRm&n=QmlsaW5ndWFsIDIwMzAucGRm&icon=.pdf

Nguyen, Q. N. (2022). Teachers’ scaffolding strategies in internet-based ELT classes. TESL-EJ, 26(1), Article n1. https://doi.org/10.55593/ej.26101a1

Nortvig, A. M., Petersen, A. K., & Balle, S. H. (2018). A literature review of the factors influencing e-learning and blended learning in relation to learning outcome, student satisfaction and engagement. Electronic Journal of E-learning, 16(1), 46–55.

Ogunyemi, A. A., Quaicoe, J. S., & Bauters, M. (2022). Indicators for enhancing learners’ engagement in massive open online courses: A systematic review. Computers and Education Open, 3, 100088. https://doi.org/10.1016/j.caeo.2022.100088

Park, J. S. Y., & Wee, L. (2015). English as a Lingua Franca: Lessons for language and mobility. In C. Stroud & M. Prinsloo (Eds.), Language, literacy and diversity (pp. 55–71). Routledge.

Peng, X., & Xu, Q. (2020). Investigating learners’ behaviors and discourse content in MOOC course reviews. Computers & Education, 143, 103673. https://doi.org/10.1016/j.compedu.2019.103673

Phan, T. (2018). Instructional strategies that respond to global learners’ needs in massive open online courses. Online Learning, 22(2), 95-118. https://doi.org/10.24059/olj.v22i2.1160

Pozón-López, I., Higueras-Castillo, E., Muñoz-Leiva, F., & Liébana-Cabanillas, F. J. (2021). Perceived user satisfaction and intention to use massive open online courses (MOOCs). Journal of Computing in Higher Education, 33(1), 85–120. https://doi.org/10.1007/s12528-020-09257-9

Rai, L., & Chunrao, D. (2016). Influencing factors of success and failure in MOOC and general analysis of learner behavior. International Journal of Information and Education Technology, 6(4), 262–268. https://doi.org/10.7763/IJIET.2016.V6.697

Rose, H., McKinley, J., & Galloway, N. (2020). Global Englishes and language teaching: A review of pedagogical research. Language Teaching, 1–43. https://doi.org/10.1017/ S0261444820000518

Sallam, M. H., Martín-Monje, E., & Li, Y. (2020). Research trends in language MOOC studies: a systematic review of the published literature (2012-2018). Computer Assisted Language Learning, 35(4), 764–791. https://doi.org/10.1080/09588221.2020.1744668

Seidlhofer, B. (2005). English as a lingua franca. ELT Journal, 59(4), 339-341. https://doi.org/10.1093/elt/cci064

Sifakis, N. (2017). ELF awareness in English language teaching: Principles and processes. Applied Linguistics, 40. https://doi.org/10.1093/applin/amx034

Tang, H., & Bao, Y. (2022). Self-regulated learner profiles in MOOCs: A cluster analysis based on the item response theory. Interactive Learning Environments, 32(5), 1877–1893. https://doi.org/10.1080/10494820.2022.2129394

Tien, C. Y. (2023). To investigate the benefits and challenges of English-medium instruction (EMI) in higher education in Taiwan. European Journal of Research in Social Sciences, 11(1), 12–20.

Wei, X., Saab, N., & Admiraal, W. (2023). Do learners share the same perceived learning outcomes in MOOCs? Identifying the role of motivation, perceived learning support, learning engagement, and self-regulated learning strategies. The Internet and Higher Education, 56, 100880. https://doi.org/10.1016/j.iheduc.2022.100880

Wesely, P. M. (2012). Learner attitudes, perceptions, and beliefs in language learning. Foreign Language Annals, 45(s1), 98–117. https://doi.org/10.1111/j.1944-9720.2012.01181.x

Wigfield, A., & Eccles, J. S. (1992). The development of achievement task values: A theoretical analysis. Developmental Review, 12(3), 265–310. https://doi.org/10.1016/0273-2297(92)90011-P

Wu, Y.-T., Sun, J. C.-Y., & Lee, W.-I. (2013). A scale for measuring students’ self-regulation in higher education online environment with the use of OpenCourseWare [通識與人文學誌], 9(3), 189–208. Retrieved from https://tpl.ncl.edu.tw/NclService/JournalContentDetail?SysId=A13025585

Yin, Y., Adams, C., Goble, E., & Francisco Vargas Madriz, L. (2015). A classroom at home: Children and the lived world of MOOCs. Educational Media International, 52(2), 88–99.

https://doi.org/10.1080/09523987.2015.1053287

Yousef, A. M. F., & Sumner, T. (2021). Reflections on the last decade of MOOC research. Computer Applications in Engineering Education, 29(4), 648–665. https://doi.org/10.1002/cae.22334

Zulfikar, T., Dahliana, S., & Sari, R. A. (2019). An exploration of English students’ attitude towards English learning. English Language Teaching Educational Journal, 2(1), 1–12. https://doi.org/10.12928/eltej.v2i1.947

Zhu, M., & Bonk, C. J. (2019). Designing MOOCs to facilitate participant self-monitoring for self-directed learning. Online Learning, 23(4), 106–134. https://doi.org/10.24059/olj.v23i4.2037

Zhu, M., Bonk, C. J., & Berri, S. (2022). Fostering self-directed learning in MOOCs: Motivation, learning strategies, and instruction. Online Learning, 26(1), 153-173. https://doi.org/10.24059/olj.v26i1.2629

Downloads

Published

2025-12-01

How to Cite

Hsiao, J.-C., Chang, C.-F., & Chen, K.-Z. (2025). A Tale of Two Platforms: Decoding the Digital Footprints of High School Students in Bilingual Scaffolded MOOCs. Online Learning, 29(4), 52–73. https://doi.org/10.24059/olj.v29i4.5183

Issue

Section

Special Conference Issue: AERA Online Teaching and Learning SIG

Most read articles by the same author(s)