Skip to main content
Have a personal or library account? Click to login
Exploring MOOC Learners’ Behavioural Patterns Considering Age, Gender and Number of Course Enrolments: Insights for Improving Educational Opportunities Cover

Exploring MOOC Learners’ Behavioural Patterns Considering Age, Gender and Number of Course Enrolments: Insights for Improving Educational Opportunities

Open Access
|Feb 2024

References

  1. Bayeck, R. Y. (2016). Exploratory study of MOOC learners’ demographics and motivation: The case of students involved in groups. Open Praxis. DOI: 10.5944/openpraxis.8.3.282
  2. Bozkurt, A. (2021). Surfing on Three Waves of MOOCs: An Examination and Snapshot of Research in Massive Open Online Courses. Open Praxis, 13(3), 296311. DOI: 10.5944/openpraxis.13.3.132
  3. Cagiltay, N. E., Cagiltay, K., & Celik, B. (2020). An analysis of course characteristics, learner characteristics, and certification rates in MITx MOOCs. International Review of Research in Open and Distance Learning. DOI: 10.19173/irrodl.v21i3.4698
  4. Cagiltay, N. E., Toker, S., & Cagiltay, K. (2023). Exploring the Influence of Countries’ Economic Conditions on Massive Open Online Course (MOOC) Participation: A Study of 3.5 Million MITx Learners. International Review of Research in Open and Distributed Learning, 24(2), 117. DOI: 10.19173/irrodl.v24i2.7123
  5. Castaño-Muñoz, J., Kreijns, K., Kalz, M., & Punie, Y. (2017). Does digital competence and occupational setting influence MOOC participation? Evidence from a cross-course survey. Journal of Computing in Higher Education. DOI: 10.1007/s12528-016-9123-z
  6. Chuang, I. (2017). HarvardX and MITx: Four Years of Open Online Courses — Fall 2012-Summer 2016. SSRN Electronic Journal. DOI: 10.2139/ssrn.2889436
  7. Creswell, J. W. (2004). Educational Research: Planning, Conducting, and Evaluating Quantitative and Qualitative Research. Pearson.
  8. Deng, R., Benckendorff, P., & Gannaway, D. (2020). Linking learner factors, teaching context, and engagement patterns with MOOC learning outcomes. Journal of Computer Assisted Learning. DOI: 10.1111/jcal.12437
  9. Despujol, I. M., Turró, C., Castañeda, L., & Busquets, J. (2017). Effect of free certificate discontinuation in completion rates of MOOC. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). DOI: 10.1007/978-3-319-59044-8_21
  10. Ebner, M., Schön, S., & Braun, C. (2020). More Than a MOOC—Seven Learning and Teaching Scenarios to Use MOOCs in Higher Education and Beyond. DOI: 10.1007/978-981-15-0618-5_5
  11. Fianu, E., Blewett, C., & Ampong, G. O. (2020). Toward the development of a model of student usage of MOOCs. Education and Training. DOI: 10.1108/ET-11-2019-0262
  12. Field, A. P. (2017). Discovering statistics using IBM SPSS statistics: North American Edition. In ProtoView.
  13. García-Peñalvo, F. J., Fidalgo-Blanco, Á., & Sein-Echaluce, M. L. (2018). An adaptive hybrid MOOC model: Disrupting the MOOC concept in higher education. Telematics and Informatics. DOI: 10.1016/j.tele.2017.09.012
  14. Green, B. S., & Salkind, N. S. (2017). Using SPSS for Windows and Macintosh: Analyzing and understanding data (8th ed.). Pearson.
  15. Ho, A. D., Chuang, I., Reich, J., Coleman, C. A., Whitehill, J., Northcutt, C. G., Williams, J. J., Hansen, J. D., Lopez, G., & Petersen, R. (2015). HarvardX and MITx: Two Years of Open Online Courses Fall 2012-Summer 2014. SSRN Electronic Journal. DOI: 10.2139/ssrn.2586847
  16. Huang, B., & Hew, K. F. (2017). Factors influencing learning and factors influencing persistence: A mixed-method study of MOOC learners’ motivation. ACM International Conference Proceeding Series. DOI: 10.1145/3077584.3077610
  17. Jauhiainen, A., Nori, H., & Alho-Malmelin, M. (2007). Various portraits of Finnish open university students. Scandinavian Journal of Educational Research. DOI: 10.1080/00313830601079017
  18. Jordan, K. (2014). Initial trends in enrolment and completion of massive open online courses. International Review of Research in Open and Distance Learning. DOI: 10.19173/irrodl.v15i1.1651
  19. Kim, R., & Song, H.-D. (2021). Examining the Influence of Teaching Presence and Task-Technology Fit on Continuance Intention to Use MOOCs. The Asia-Pacific Education Researcher. DOI: 10.1007/s40299-021-00581-x
  20. Lambert, S. R. (2020). Do MOOCs contribute to student equity and social inclusion? A systematic review 2014–18. Computers & Education, 145(103693). DOI: 10.1016/j.compedu.2019.103693
  21. Li, K. (2019). MOOC learners’ demographics, self-regulated learning strategy, perceived learning and satisfaction: A structural equation modeling approach. Computers and Education. DOI: 10.1016/j.compedu.2019.01.003
  22. Li, Y., Zhang, M., Bonk, C. J., & Guo, Y. (2015). Integrating mooc and flipped classroom practice in a traditional undergraduate course: Students’ experience and perceptions. International Journal of Emerging Technologies in Learning. DOI: 10.3991/ijet.v10i6.4708
  23. Liyanagunawardena, T. R., & Williams, S. A. (2016). Elderly learners and massive open online courses: a review. Interactive Journal of Medical Research, 5(1), e4937. DOI: 10.2196/ijmr.4937
  24. Miller, R. G. (1981). Simultaneous Statistical Inference. Springer Series in Statistics. DOI: 10.1007/978-1-4613-8122-8
  25. Milligan, C., & Littlejohn, A. (2014). Supporting professional learning in a massive open online course. International Review of Research in Open and Distance Learning. DOI: 10.19173/irrodl.v15i5.1855
  26. Morris, N. P., Morris, N. P., Hotchkiss, S., & Swinnerton, B. (2015). Can demographic information predict MOOC learner outcomes? Can demographic information predict MOOC learner outcomes? Proceedings of the European MOOC Stakeholder Summit 2015.
  27. Okoye, K., Rodriguez-Tort, J. A., Escamilla, J., & Hosseini, S. (2021). Technology-mediated teaching and learning process: A conceptual study of educators’ response amidst the Covid-19 pandemic. In Education and Information Technologies. DOI: 10.1007/s10639-021-10527-x
  28. Pardos, Z. A., Bergner, Y., Seaton, D. T., & Pritchard, D. E. (2013). Adapting Bayesian knowledge tracing to a massive open online course in edX. Proceedings of the 6th International Conference on Educational Data Mining, EDM 2013.
  29. Ruipérez-Valiente, J. A., Jenner, M., Staubitz, T., Li, X., Rohloff, T., Halawa, S., Turro, C., Cheng, Y., Zhang, J., Despujol, I., & Reich, J. (2020). Macro MOOC learning analytics: Exploring trends across global and regional providers. ACM International Conference Proceeding Series. DOI: 10.1145/3375462.3375482
  30. Sandeen, C. (2013). Integrating MOOCS into Traditional Higher Education: The Emerging “MOOC 3.0” Era. Change: The Magazine of Higher Learning. DOI: 10.1080/00091383.2013.842103
  31. Shapiro, H. B., Lee, C. H., Wyman Roth, N. E., Li, K., Çetinkaya-Rundel, M., & Canelas, D. A. (2017). Understanding the massive open online course (MOOC) student experience: An examination of attitudes, motivations, and barriers. Computers and Education. DOI: 10.1016/j.compedu.2017.03.003
  32. Shcherbinin, M., Kruchinin, S. V., & Ivanov, A. G. (2019). MOOC and MOOC degrees: New learning paradigm and its specifics. Manag. Appl. Sci. Tech, 10, 114.
  33. Wilcox, R. (2017). Modern Statistics for the Social and Behavioral Sciences: A Practical Introduction: Second Edition. In Modern Statistics for the Social and Behavioral Sciences: A Practical Introduction: Second Edition. DOI: 10.1201/9781315154480
  34. Yu, Z., & Deng, X. (2022). A Meta-Analysis of Gender Differences in e-Learners’ Self-Efficacy, Satisfaction, Motivation, Attitude, and Performance Across the World. Frontiers in Psychology. DOI: 10.3389/fpsyg.2022.897327
  35. Zhu, M. (2021). Enhancing MOOC learners’ skills for self-directed learning. Distance Education. DOI: 10.1080/01587919.2021.1956302
  36. Zhu, M., Sari, A. R., & Lee, M. M. (2020). A comprehensive systematic review of MOOC research: Research techniques, topics, and trends from 2009 to 2019. Educational Technology Research and Development. DOI: 10.1007/s11423-020-09798-x
Language: English
Page range: 70 - 81
Submitted on: Jan 19, 2023
Accepted on: Sep 17, 2023
Published on: Feb 2, 2024
Published by: International Council for Open and Distance Education (ICDE)
In partnership with: Paradigm Publishing Services

© 2024 Nergiz Ercil Cagiltay, Sacip Toker, Kursat Cagiltay, published by International Council for Open and Distance Education (ICDE)
This work is licensed under the Creative Commons Attribution 4.0 License.