1) The document discusses challenges in adopting learning analytics and proposes a policy framework to guide the process.
2) Key adoption challenges include developing leadership, engaging stakeholders, providing training in data literacy, and establishing policies.
3) The framework suggests mapping the political context, identifying stakeholders, desired behavior changes, and developing an engagement strategy. It also involves analyzing capacity and establishing monitoring frameworks.
4) The goal is to provide an inclusive adoption process that embraces the complexity of educational systems and promotes innovation.
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Let’s get there! Towards policy for adoption of learning analytics
1. Let’s get there! Towards policy for
adoption of learning analytics
Dragan Gašević
@dgasevic
Oct 26, 2017
LSAC 2017
Amsterdam, The Netherlands
http://sheilaproject.eu/
3. Learning analytics is about learning
Gašević, D., Dawson, S., Siemens, G. (2015). Let’s not forget: Learning analytics are about learning. TechTrends, 59(1), 64-71.
4. Field of research and practice
Gašević, D., Kovanović, V., & Joksimović, S. (2017). Piecing the Learning Analytics Puzzle: A Consolidated Model of a Field of Research and Practice. Learning:
Research and Practice, 3(2), 63-78. doi:10.1080/23735082.2017.1286142
7. Current state – Oz and Europe
http://sheilaproject.eu/http://he-analytics.com
8. Adoption challenge
Leadership for strategic
implementation & monitoring
Tsai, Y. S., & Gasevic, D. (2017). Learning analytics in higher education – challenges and policies: a review of eight learning analytics policies. In Proceedings of the
Seventh International Learning Analytics & Knowledge Conference (pp. 233-242).
9. Adoption challenge
Equal engagement with
different stakeholders
Tsai, Y. S., & Gasevic, D. (2017). Learning analytics in higher education – challenges and policies: a review of eight learning analytics policies. In Proceedings of the
Seventh International Learning Analytics & Knowledge Conference (pp. 233-242).
10. Adoption challenge
Training to cultivate data literacy
among primary stakeholders
Tsai, Y. S., & Gasevic, D. (2017). Learning analytics in higher education – challenges and policies: a review of eight learning analytics policies. In Proceedings of the
Seventh International Learning Analytics & Knowledge Conference (pp. 233-242).
11. Adoption challenge
Policies for learning analytics practice
Tsai, Y. S., & Gasevic, D. (2017). Learning analytics in higher education – challenges and policies: a review of eight learning analytics policies. In Proceedings of the
Seventh International Learning Analytics & Knowledge Conference (pp. 233-242).
16. Inclusive adoption process
Macfadyen, L., Dawson, S., Pardo, A., Gašević, D., (2014). The learning analytics imperative and the sociotechnical challenge: Policy for complex systems. Research
& Practice in Assessment, 9(Winter 2014), 17-28.
17. Methodology
Literature
- Policy
- Adoption
Academic staff
- Survey
- Focus groups
Students
- Survey
- Focus groups
Senior managers
- Survey
- Interviews
Experts
- Group concept
mapping
Policy
framework
Institutional
policy/strategy
Other stakeh.
- Workshops
- Committees
45. Analyze internal capacity
What about empirical research about
data privacy?
Privacy paradox
Barth, S., & de Jong, M. D. T. (2017). The privacy paradox – Investigating discrepancies between expressed privacy concerns and actual online behavior – A
systematic literature review. Telematics and Informatics, 34(7), 1038-1058. https://doi.org/10.1016/j.tele.2017.04.013
50. Establish monitoring & learning frameworks
Establish qualitative and quantitative
indicators of success
Stage the process to recognize institutional development
51. Establish monitoring & learning frameworks
Seek feedback from primary users
through various channels
52. Establish monitoring & learning frameworks
Isolating the effect of learning analytics
against other initiatives
58. Let’s get there! Towards policy for
adoption of learning analytics
Dragan Gašević
@dgasevic
Oct 26, 2017
LSAC 2017
Amsterdam, The Netherlands
http://sheilaproject.eu/