Engaging online students through peer-comparison progress dashboards
Open accessAbstract
Purpose Students studying exclusively online face the challenge of gauging their progress in relation to that of their disparate peers. The purpose of this paper is to describe the creation of a student progress “dashboard” in an online Masters programme, and the perceived effectiveness of the tool for engaging students. Design/methodology/approach Tableau® visualisation software was used to create a dashboard displaying cohort comparison data comprising metrics relating to the continuous assessment components of the Masters programme. An anonymous questionnaire gauged students’ perceptions of the dashboard. Findings Feedback from students (n=137) suggests the dashboard improved their motivation, incentivising change in study behaviours, and sense of belonging to an online community of learners. It also acted as a conversation catalyst between staff and students, whereby students more readily engaged in dialogue with their personal tutor. Practical implications Distance learners are more likely to feel isolated and can become demotivated, which contributes to typically higher levels of withdrawal from online programmes vs those delivered on-campus. Tutors may consider communicating progress data as dashboards to enable online students to monitor their academic progress alongside that of their peers, as a motivational tool in an otherwise disparate group of learners, and to reduce feelings of isolation by reminding distance learners that they are part of a larger online community. Originality/value This paper shares student and tutor perspectives on the use of dashboards to increase online students’ motivation, and examines whether the benefits of a peer-comparison dashboard are reserved for high-achieving students.
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Cites
Let’s not forget: Learning analytics are about learning
Gašević, D., Dawson, S., & Siemens, G. (2015) · TechTrends · doi:10.1007/s11528-014-0822-x · Cited by 1,049 · see citing works
Development of an instrument to measure classroom community
Rovai, A. P. (2002) · The Internet and Higher Education · doi:10.1016/s1096-7516(02)00102-1 · Cited by 898 · see citing works
(2014) · Educational Technology & Society · Cited by 598 · see citing works
Learning dashboards: an overview and future research opportunities
Verbert, K., Govaerts, S., Duval, E., Santos, J. L., Assche, F. V., Parra, G., & Klerkx, J. (2013) · Personal and Ubiquitous Computing · doi:10.1007/s00779-013-0751-2 · Cited by 456 · see citing works
The Morphing of Academic Practice: Unbundling and the Rise of the Para-academic
Macfarlane, B. (2010) · Higher Education Quarterly · doi:10.1111/j.1468-2273.2010.00467.x · Cited by 353 · see citing works
Tyler-Smith, K. (2006) · Journal of online learning and teaching · Cited by 336 · see citing works
Using learning analytics to predict (and improve) student success: a faculty perspective
Dietz-Uhler, B. L., & Hurn, J. E. (2013) · Cited by 316 · see citing works
Beaudoin, M. F. (2002) · The Internet and Higher Education · doi:10.1016/s1096-7516(02)00086-6 · Cited by 311 · see citing works
Bodily, R., & Verbert, K. (2017) · IEEE Transactions on Learning Technologies · doi:10.1109/tlt.2017.2740172 · Cited by 306 · see citing works
Attrition in Online and Campus Degree Programs.
Patterson, B., & McFadden, C. (2009) · Online journal of distance learning administration · Cited by 261 · see citing works
The roles of information deficits and identity threat in the prevalence of misperceptions
Nyhan, B. J., & Reifler, J. (2018) · Journal of Elections Public Opinion and Parties · doi:10.1080/17457289.2018.1465061 · Cited by 230 · see citing works
Pardo, A., Han, F., & Ellis, R. A. (2016) · IEEE Transactions on Learning Technologies · doi:10.1109/tlt.2016.2639508 · Cited by 228 · see citing works
Overcoming Isolation in Distance Learning: Building a Learning Community through Time and Space
Croft, N., Dalton, A., & Grant, M. (2010) · Journal for Education in the Built Environment · doi:10.11120/jebe.2010.05010027 · Cited by 218 · see citing works
Development of the Learning Analytics Dashboard to Support Students' Learning Performance
Jo, I.-H., & Park, Y. (2020) · Zenodo (CERN European Organization for Nuclear Research) · doi:10.3217/jucs-021-01-0110 · Cited by 203 · see citing works
Can I cut it? Medical students' perceptions of surgeons and surgical careers
Hill, E. J. R., Bowman, K. A., Stalmeijer, R. E., et al. (2014) · The American Journal of Surgery · doi:10.1016/j.amjsurg.2014.04.016 · Cited by 167 · see citing works
Fritz, J. (2010) · The Internet and Higher Education · doi:10.1016/j.iheduc.2010.07.007 · Cited by 140 · see citing works
Trends and issues in student-facing learning analytics reporting systems research
Bodily, R., & Verbert, K. (2017) · International Conference on Learning Analytics and Knowledge (LAK) · doi:10.1145/3027385.3027403 · Cited by 136 · see citing works
Learning Analytics for Online Discussions: Embedded and Extracted Approaches
Wise, A. F., Zhao, Y., & Hausknecht, S. N. (2014) · Journal of Learning Analytics · doi:10.18608/jla.2014.12.4 · Cited by 122 · see citing works
The personal experience of online learning: An interpretative phenomenological analysis
Symeonides, R., & Childs, C. (2015) · Computers in Human Behavior · doi:10.1016/j.chb.2015.05.015 · Cited by 105 · see citing works
Walsh, C., Larsen, C., & Parry, D. (2009) · Educational Studies · doi:10.1080/03055690902876438 · Cited by 87 · see citing works
How do students interpret feedback delivered via dashboards?
Corrin, L., & Barba, P. D. (2015) · International Conference on Learning Analytics and Knowledge (LAK) · doi:10.1145/2723576.2723662 · Cited by 86 · see citing works
Educational Dashboards for Smart Learning: Review of Case Studies
Yoo, Y., Lee, H., Jo, I., & Park, Y. (2014) · Lecture notes in educational technology · doi:10.1007/978-3-662-44188-6_21 · Cited by 80 · see citing works
Stienen, M. N., Scholtes, F., Samuel, R., Weil, A. G., Weyerbrock, A., & Surbeck, W. (2018) · BMJ Open · doi:10.1136/bmjopen-2017-021310 · Cited by 75 · see citing works
Designing for student-facing learning analytics
Kitto, K., Lupton, M., Davis, K., & Waters, Z. (2017) · Australasian Journal of Educational Technology · doi:10.14742/ajet.3607 · Cited by 65 · see citing works
Student Interaction in Small Private Online Courses
Uijl, S. G., Filius, R. M., & ten Cate, O. (2017) · Medical Science Educator · doi:10.1007/s40670-017-0380-x · Cited by 64 · see citing works
Lomis, K. D., Russell, R. G., Davidson, M., Fleming, A. E., Pettepher, C. C., Cutrer, W. B., Fleming, G. M., & Miller, B. M. (2017) · Medical Teacher · doi:10.1080/0142159x.2017.1299924 · Cited by 60 · see citing works
Does Rank-Order Grading Improve Student Performance?
Cherry, T. L., & Ellis, L. V. (2005) · International Review of Economics Education · doi:10.1016/s1477-3880(15)30140-7 · Cited by 26 · see citing works
Online Forum Discussion to Promote Sense of Learning Community among the Group Members
Mohamad, M. B., & Shaharuddin, S. (2014) · International Education Studies · doi:10.5539/ies.v7n13p61 · Cited by 25 · see citing works
Smith, P., Wigmore, S. J., Paisley, A., et al. (2013) · Annals of Surgery · doi:10.1097/sla.0000000000000211 · Cited by 19 · see citing works
Self-citationBratitsis, T., & Dimitracopoulou, A. (2009) · doi:10.3115/1600053.1600139 · Cited by 17 · see citing works
Using Context in Classroom Experiments: A Public Goods Example
Bernard, J. C., & Bernard, D. J. (2005) · International Review of Economics Education · doi:10.1016/s1477-3880(15)30134-1 · Cited by 4 · see citing works
Walker, B. W. (2018) · Lincoln Repository (University of Lincoln) · doi:10.25507/limp2018118 · Cited by 3 · see citing works
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Banihashem, S. K., Noroozi, O., van Ginkel, S., Macfadyen, L. P., & Biemans, H. J. A. (2022) · Educational Research Review · doi:10.1016/j.edurev.2022.100489 · Cited by 246 · see citing works
- Authors
- Smith, P.
- Affiliations
- University of Edinburgh (GB)
- Corresponding author
- Smith, Paula
- ORCID
- Smith, Paula
- Venue
- Journal of Applied Research in Higher Education
- Publisher
- Emerald
- Published
- 2019-05-02
- Volume
- 12
- Issue
- 1
- Pages
- 38-56
- ISSN
- 1758-1184 (ISSN-L)
- 2050-7003
- OpenAlex
- W2945266817
- Cited by
- 19
- References
- 32
- Citations by year
- 2026: 1 · 2025: 4 · 2024: 8 · 2023: 3 · 2022: 1 · 2021: 2
- FWCI
- 2.02
- Type
- journal article
- Language
- en
- Open access
- Licence
- Locations
- Journal of Applied Research in Higher Education (publishedVersion)
- Edinburgh Research Explorer (University of Edinburgh) (publishedVersion, other-oa)
- Topics
- Social Sciences › Education › Online and Blended Learning
- Physical Sciences › Computer Science › Computer Science Applications › Online Learning and Analytics
- Social Sciences › Education › Student Assessment and Feedback
- Keywords
- online students, peer comparison, student motivation, distance education, student isolation, sense of belonging, personal tutors, student-teacher interaction, student withdrawal, academic progress monitoring
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