Abstract
Massive Online Open Courses (MOOCs) have shown potential for promoting learning at scale. A plethora of studies have tapped into in-course learner behaviors to predict learner success. Yet few studies have looked to the relation between performance and engagement during the course and career development after the course. As such, the present study collected and analyzed both in-course data reflecting learner achievement and engagement in a postgraduate-level MOOC, as well as post-course career development. The goal of this research is to examine how career advancers differ from the rest of learners in terms of their performance and engagement within the course. Results showed that career advancers earned better scores and were more likely to complete the course. Career advancers also engaged more frequently with all key course components such as course pages, lecture videos, assignment submissions, and discussion forums. However, while they read the forums, they were not significantly more likely to post, comment, or vote.
| Original language | English (US) |
|---|---|
| Pages (from-to) | 100-111 |
| Number of pages | 12 |
| Journal | CEUR Workshop Proceedings |
| Volume | 1967 |
| State | Published - Jan 1 2017 |
| Event | Joint MOOCs Workshops from the Learning Analytics and Knowledge Conference, LAK 2017 - Vancouver, Canada Duration: Mar 13 2017 → Mar 17 2017 |
Keywords
- Career development
- Learning analytics
- Learning outcomes
- Long-term learning development
- Massive online open courses
ASJC Scopus subject areas
- Computer Science(all)
Cite this
Behavioral predictors of MOOC post-course development. / Wang, Yuan; Baker, Ryan S.; Paquette, Luc.
In: CEUR Workshop Proceedings, Vol. 1967, 01.01.2017, p. 100-111.Research output: Contribution to journal › Conference article
}
TY - JOUR
T1 - Behavioral predictors of MOOC post-course development
AU - Wang, Yuan
AU - Baker, Ryan S.
AU - Paquette, Luc
PY - 2017/1/1
Y1 - 2017/1/1
N2 - Massive Online Open Courses (MOOCs) have shown potential for promoting learning at scale. A plethora of studies have tapped into in-course learner behaviors to predict learner success. Yet few studies have looked to the relation between performance and engagement during the course and career development after the course. As such, the present study collected and analyzed both in-course data reflecting learner achievement and engagement in a postgraduate-level MOOC, as well as post-course career development. The goal of this research is to examine how career advancers differ from the rest of learners in terms of their performance and engagement within the course. Results showed that career advancers earned better scores and were more likely to complete the course. Career advancers also engaged more frequently with all key course components such as course pages, lecture videos, assignment submissions, and discussion forums. However, while they read the forums, they were not significantly more likely to post, comment, or vote.
AB - Massive Online Open Courses (MOOCs) have shown potential for promoting learning at scale. A plethora of studies have tapped into in-course learner behaviors to predict learner success. Yet few studies have looked to the relation between performance and engagement during the course and career development after the course. As such, the present study collected and analyzed both in-course data reflecting learner achievement and engagement in a postgraduate-level MOOC, as well as post-course career development. The goal of this research is to examine how career advancers differ from the rest of learners in terms of their performance and engagement within the course. Results showed that career advancers earned better scores and were more likely to complete the course. Career advancers also engaged more frequently with all key course components such as course pages, lecture videos, assignment submissions, and discussion forums. However, while they read the forums, they were not significantly more likely to post, comment, or vote.
KW - Career development
KW - Learning analytics
KW - Learning outcomes
KW - Long-term learning development
KW - Massive online open courses
UR - http://www.scopus.com/inward/record.url?scp=85034948034&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85034948034&partnerID=8YFLogxK
M3 - Conference article
AN - SCOPUS:85034948034
VL - 1967
SP - 100
EP - 111
JO - CEUR Workshop Proceedings
JF - CEUR Workshop Proceedings
SN - 1613-0073
ER -