MOOC learner behaviors by country and culture; An exploratory analysis

Zhongxiu Liu, Rebecca Brown, Collin F. Lynch, Tiffany Barnes, Ryan Baker, Yoav Bergner, Danielle McNamara

Research output: Contribution to conferencePaper

16 Citations (Scopus)

Abstract

The advent of Massive Online Open Courses (MOOCs) has led to the availability of large educational datasets collected from diverse international audiences. Little work has been done on the impact of cultural and geographic factors on student performance in MOOCs. In this paper, we analyze national and cultural differences in students’ performance in a large-scale MOOC. We situate our analysis in the context of existing theoretical frameworks for cultural analysis. We focus on three dimensions of learner behavior: course activity profiles; quiz activity profiles; and most connected forum peer or best friends. We conclude that countries or associated cultural clusters are associated with differences in all three dimensions. These findings stress the need for more research on the internationalization in online education and greater intercultural awareness among MOOC designers.

Original languageEnglish (US)
Pages127-134
Number of pages8
StatePublished - Jan 1 2016
Event9th International Conference on Educational Data Mining, EDM 2016 - Raleigh, United States
Duration: Jun 29 2016Jul 2 2016

Conference

Conference9th International Conference on Educational Data Mining, EDM 2016
CountryUnited States
CityRaleigh
Period6/29/167/2/16

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ASJC Scopus subject areas

  • Computer Science Applications
  • Information Systems

Cite this

Liu, Z., Brown, R., Lynch, C. F., Barnes, T., Baker, R., Bergner, Y., & McNamara, D. (2016). MOOC learner behaviors by country and culture; An exploratory analysis. 127-134. Paper presented at 9th International Conference on Educational Data Mining, EDM 2016, Raleigh, United States.

MOOC learner behaviors by country and culture; An exploratory analysis. / Liu, Zhongxiu; Brown, Rebecca; Lynch, Collin F.; Barnes, Tiffany; Baker, Ryan; Bergner, Yoav; McNamara, Danielle.

2016. 127-134 Paper presented at 9th International Conference on Educational Data Mining, EDM 2016, Raleigh, United States.

Research output: Contribution to conferencePaper

Liu, Z, Brown, R, Lynch, CF, Barnes, T, Baker, R, Bergner, Y & McNamara, D 2016, 'MOOC learner behaviors by country and culture; An exploratory analysis' Paper presented at 9th International Conference on Educational Data Mining, EDM 2016, Raleigh, United States, 6/29/16 - 7/2/16, pp. 127-134.
Liu Z, Brown R, Lynch CF, Barnes T, Baker R, Bergner Y et al. MOOC learner behaviors by country and culture; An exploratory analysis. 2016. Paper presented at 9th International Conference on Educational Data Mining, EDM 2016, Raleigh, United States.
Liu, Zhongxiu ; Brown, Rebecca ; Lynch, Collin F. ; Barnes, Tiffany ; Baker, Ryan ; Bergner, Yoav ; McNamara, Danielle. / MOOC learner behaviors by country and culture; An exploratory analysis. Paper presented at 9th International Conference on Educational Data Mining, EDM 2016, Raleigh, United States.8 p.
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