Adult MOOC Learners as Self-Directed: Perceptions of Motivation, Success, and Completion

Jamie Loizzo, Peggy A. Ertmer, William R. Watson, Sunnie Lee Watson


Despite the increased attention given to MOOCs over the last four years, learners’ voices have been noticeably absent. This virtual ethnographic study was designed to examine the experiences of 12 adult learners with bachelors’ and masters’ degrees, enrolled in a four-week MOOC on the topic of human trafficking. Through the lenses of self-directed learning and self-determination theories, we were interested in investigating learners’ motivations for enrolling in the MOOC, their perceptions of success and completion, and barriers encountered while trying to complete the MOOC. Reasons for enrollment varied from personal enjoyment to professional development, and differing definitions emerged regarding completion or success in a MOOC. Implications of this study include a proposed conceptual framework of adult learner MOOC motivations and goals, which may inform the intentional instructional design of MOOCs to better meet adults’ self-directed learning needs. Results also pointed to the potential for social science MOOCs to promote activism and attitudinal and social change.


MOOCs, adult learners, motivation, success, completion

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Bell, F. (2011). Connectivism: Its place in theory-informed research and innovation in technology-enabled learning. The International Review of Research in Open and Distance Learning, 12(3), 98—118. Retrieved from

Blackmore, C. (Ed.). (2010). Social learning systems and communities of practice. London, UK: Springer., K. L., & Joos, K. E. (2004). Online inquiry of public selves: methodological considerations. Qualitative Inquiry, 10(6), 923—946.

Cercone, K. (2008). Characteristics of adult learners with implications for online learning design. AACE Journal, 16(2), 137—159.

Clarà, M., & Barberà, E. (2013). Learning online: Massive open online courses (MOOCs), connectivism, and cultural psychology. Distance Education, 34(1), 129—136.

Coursera Blog (2016). Retrieved from <>.

Denzin, N. K. (1989). The research act: A theoretical introduction to sociological methods (3rd ed.). Englewood Cliffs, NJ: Prentice Hall.

Esposito, A. (2012). Research ethics in emerging forms of online learning: Issues arising from a hypothetical study on a MOOC. Electronic Journal of E-Learning, 10(3), 315—325. Retrieved from

Garrison, D. R., Anderson, T., & Archer, W. (2010). The first decade of the community of inquiry framework: A retrospective. Internet and Higher Education, 13(1), 5—9.

Gose, Ben (2012). 4 massive open online courses and how they work. The Chronicle of Higher Education: Online Learning, 59(6), B8—B11.

Gunawardena, C. N., & Zittle, F. J. (1997). Social presence as a predictor of satisfaction within a computer-mediated conferencing environment. The American Journal of Distance Education, 11(3), 8—26.

Haber, J. (2014). MOOCs. Cambridge, MA: MIT Press.

Hartnett, M., St. George, A. S., & Dron, J. (2011). Examining motivation in online distance learning environments: Complex, multifaceted and situation-dependent. The International Review of Research in Open and Distributed Learning, 12(6), 20—38.

Hew, K. F., & Cheung, W. S. (2014). Students’ and instructors’ use of massive open online courses (MOOCs): Motivations and challenges. Educational Research Review, 12, 45-58.

Hilton, III, J., Wiley, D., Stein, J., & Johnson, A. (2010). The four ‘R’s of openness and ALMS analysis: Frameworks for open educational resources. Open Learning, 25(1), 37—44.

Hine, C. (2000). Virtual ethnography. London, UK: Sage Publications.

Ho, A. D., Reich, J., Nesterko, S. O., Seaton, D. T., Mullaney, T., Waldo, J., & Chuang, I. (2014). HarvardX and MITx: The first year of open online courses, Fall 2012—Summer 2013 (HarvardX and MITX Working Paper No. 1). Retrieved from

Hollands, F. M., & Tirthali, D. (2014). Why do institutions offer MOOCs?. Online Learning, 18(3), 1-19.

Horn, M. B. (2014). MOOCs for high school. Education Next, 14(3), 82—83. Retrieved from

Jenkins, R. (2013). Who is driving the online locomotive? The Chronicle of Higher Education. Retrieved from

Jordan, K. (2014). Initial trends in enrolment and completion of massive open online courses. International Review of Research on Open and Distance Learning, 15(1), 133-160. Retrieved from

Kennedy, J. (2014). Characteristics of massive open online courses (MOOCs): A research review, 2009-2012. Journal of Interactive Online Learning, 13(1).

Khalil, H., & Ebner, M. (2014). MOOCs completion rates and possible methods to improve retention - A literature review. In J. Herrington, J. Viteli, & M. Leikomaa (Eds.), Proceedings of the World Conference on Educational Multimedia, Hypermedia and Telecommunications (pp. 1305—1313). Chesapeake, VA: Association for the Advancement of Computing in Education (AACE).

Koller, D., Ng, A., Chuong, D., & Zhenghao, C. (2013). Retention and intention in massive open online courses: In depth. EDUCAUSE Review Online, 48(3), 62—63. Retrieved from

Kolowich, S. (2013a). San Jose State U. puts MOOC project with Udacity on hold. The Chronicle of Higher Education. Retrieved from

Kolowich, S. (2013b). A university’s offer of credit for a MOOC gets no takers. The Chronicle of Higher Education. Retrieved from

Kolowich, S. (2013c). A Truce on the tech front at San Jose State. The Chronicle of Higher Education, 60(13), A21—A23.

Korn, M., & Levitz, J. (2013). Online courses look for a business model: Free classes, open to the masses, seek to generate revenue from content licensing, exams or job-referral services. The Wall Street Journal, B8. Retrieved from

Lewin, T. (2013). After setbacks, online courses are rethought. The New York Times, 10. Retrieved from

Liyanagunawardena, T. R., Adams, A. A., & Williams, S. A. (2013). MOOCs: A systematic study of the published literature 2008—2012. The International Review of Research in Open and Distance Learning, 14(3), 202—227.

Lombardi, M. M. (2013). The inside story: Campus decision making in the wake of the latest MOOC tsunami. Journal of Online Learning and Teaching, 9(2). Retrieved from

Luberecki, B. (2015). Massive open online courses (MOOCs) can help you achieve the next step in your career. The Washington Post. Retrieved from

McAuley, A., Stewart, B., Siemens, G., & Cormier, D. (2010). The MOOC model for digital practice. Retrieved from

Nesterko, S. O., Seaton, D. T., Kashin, K., Han, Q., Reich, J., Waldo, J., . . . Ho, A. D. (2014a). Education levels composition. HarvardX Insights. Retrieved from

Najafi, H., Evans, R., & Federico, C. (2014). MOOC integration into secondary school courses. International Review of Research in Open & Distance Learning, 15(5), 306—322.

Nesterko, S. O., Seaton, D. T., Kashin, K., Han, Q., Reich, J., Waldo, J., . . . Ho, A. D. (2014b). World map of education composition. HarvardX Insights. Retrieved from

Pappano, L. (2012). The year of the MOOC. The New York Times, 2(12). Retrieved from

Park, J.-H., & Choi, H. J. (2009). Factors influencing adult learners’ decision to drop out or persist in online learning. Educational Technology & Society, 12(4), 207—217.

Reigeluth, C. M., Watson, W. R., & Watson, S. L. (2012). Personalized integrated educational systems: Technology for the information-age paradigm of education in higher education. In S. P. Ferris (Ed.), Teaching and learning with the net generation (pp. 41—60). Hershey, PA: IGI Global.

Richardson, J., & Swan, K. (2003). Examining social presence in online courses in relation to students’ perceived learning and satisfaction. Journal of Asynchronous Learning Networks, 7(1), 68—88.

Rodriguez, C. O. (2012). MOOCs and the AI-Stanford like courses: Two successful and distinct course formats for massive open online courses. European Journal of Open, Distance and E-Learning. Retrieved from

Schunk, D. H., Pintrich, P. R., & Meece, J. L. (2008). Motivation in education: Theory, research, and applications. Columbus, OH: Pearson Merrill Prentice Hall.

Selingo, J. J. (2014). MOOC U: Who is getting the most out of online education and why [EBook]. New York, NY: Simon & Schuster.

Siemens, G., & Conole, G. (Eds.). (2011). Special issue–Connectivism: Design and delivery of social networked learning. International Review of Research in Open & Distance Learning, 12(3), I—IV.

Stephens, M. M., & Jones, K. L. (2014). MOOCs as LIS professional development platforms: Evaluating and refining SJSU’s first not-for-credit MOOC. Journal of Education for Library & Information Science, 55(4), 345—361.

Thille, C., Mitchell, J., & Stevens, M. (2015). What we’ve learned from MOOCs. Inside Higher Ed. Retrieved from

Tschofen, C., & Mackness, J. (2012). Connectivism and dimensions of individual experience. International Review of Research in Open & Distance Learning, 13(1), 124—143.

Udacity. (2015). Retrieved from

Velestianos, G. (Ed.) (2013). Learner experiences with MOOCs and open online learning (pp. 10—13). Hybrid Pedagogy. Retrieved from

Watson, S. L., Loizzo, J., Watson, B. R., Mueller, C., Lim, J. & Ertmer, P. A. (in press). Instructional design and facilitation of a human trafficking MOOC: A case study of attitudinal change. Educational Technology Research and Development.