ABSTRACT
In order to further the field of learning analytics (LA), researchers and experts may need to look beyond themselves and their own perspectives and expertise to innovate LA platforms and interventions. We suggest that by co-creating with the users of LA, such as educators and students, researchers and experts can improve the usability, usefulness, and draw greater understanding from LA interventions. Within this article we discuss the current LA issues and barriers and how co-creation strategies can help address many of these challenges. We further outline the considerations, both pre- and during interventions, which support and foster a co-created strategy for learning analytics interventions.
- George Siemens and Dragan Gasevic. 2012. Guest editorial-learning and knowledge analytics. Educational Technology & Society 15, 3, 1--2.Google Scholar
- Kirsty Kitto, Sebastian Cross, Zak Waters, and Mandy Lupton. 2015. Learning analytics beyond the LMS: the connected learning analytics toolkit. In Proceedings of the Fifth International Conference on Learning Analytics And Knowledge (LAK '15). ACM, New York, NY, USA, 11--15. Google ScholarDigital Library
- Erik Duval. 2011. Attention please!: learning analytics for visualization and recommendation. In Proceedings of the 1st International Conference on Learning Analytics and Knowledge (LAK '11). ACM, New York, NY, USA, 9--17. Google ScholarDigital Library
- George Siemens, Shane Dawson, and Grace Lynch. 2013. Improving the quality and productivity of the higher education sector: Policy and strategy for systems-level deployment of learning analytics. Society for Learning Analytics Research (Dec 2013). Australian Office for Learning and Teaching, Canberra, ACT.Google Scholar
- Dragan Gašević, Shane Dawson, and George Siemens. 2015. Let's not forget: Learning analytics are about learning. Tech Trends 59, 1(Jan/Feb 2015), 64--71.Google Scholar
- Jason M. Lodge, Sakinah Alhadad, Melinda J Lewis, and Dragan Gašević. 2017. Inferring learning from big data: The importance of a transdisciplinary and multidimensional approach. Technology, Knowledge and Learning 22, 3(Oct 2017), 385--400.Google Scholar
- Lori Lockyer, Elizabeth Heathcote, and Shane Dawson. 2013. Informing pedagogical action: Aligning learning analytics with learning design. American Behavioral Scientist 57, 10(Mar 2013), 1439--1459.Google ScholarCross Ref
- Doug Clow. 2012. The learning analytics cycle: closing the loop effectively. In Proceedings of the 2nd International Conference on Learning Analytics and Knowledge (LAK '12), Simon Buckingham Shum, Dragan Gasevic, and Rebecca Ferguson (Eds.). ACM, New York, NY, USA, 134--138. Google ScholarDigital Library
- Montserrat Díaz-Méndez, and Evert Gummesson. 2012. Value co-creation and university teaching quality: Consequences for the European Higher Education Area (EHEA). Journal of Service Management 23, 4(Aug 2012), 571--592.Google ScholarCross Ref
- Stephen L. Vargo, and Robert F. Lusch. 2012. The nature and understanding of value: A service-dominant logic perspective. Special Issue-Toward a Better Understanding of the Role of Value in Markets and Marketing (Jan 2012), 1--12.Google Scholar
- Janet R. McColl-Kennedy, Stephen L. Vargo, Tracey Dagger, Jillian C. Sweeney, and Yasmin van Kasteren. 2012. Health care customer value cocreation practice styles. Journal of Service Research 15, 4(May 2012), 370--389.Google ScholarCross Ref
- Rebecca Ferguson. 2012. Learning analytics: Drivers, developments and challenges. International Journal of Technology Enhanced Learning 4, 5/6, 304--317. Google ScholarDigital Library
- Carlo Perrotta. 2012. Do school-level factors influence the educational benefits of digital technology? A critical analysis of teachers' perceptions. British Journal of Educational Technology, 44, 2(March 2013), 314--327.Google Scholar
- Sharon Slade and Paul Prinsloo. 2013. Learning analytics: Ethical issues and dilemmas. American Behavioral Scientist 57, 10(March 2013), 1510--1529.Google Scholar
- Pamela D. Morrison, John H. Roberts, and Eric von Hippel. 2000. Determinants of user innovation and innovation sharing in a local market. Management Science, 46, 12(Dec 2000), 1513--1527. Google ScholarDigital Library
- CK Prahalad and Venat Ramaswamy. 2004. Co-creation experiences: The next practice in value creation. Journal of Interactive Marketing, 18, 3), pp.5--14.Google ScholarCross Ref
- Lindsay Pluijm. 2010. Realizing Co-creation. Master's Thesis. Tilburg University, Tilburg, Netherlands.Google Scholar
- Monica F. Cox and Angie Andriot. 2009. Mentor and undergraduate student comparisons of students' research skills. Journal of STEM Education: Innovations and Research 10, 1/2(Jan-June 2009), 31--39.Google Scholar
- Walesska Schlesinger, Amparo Cervera, and MÁ Iniesta. 2015. Key elements in building relationships in the higher education services context. Journal of Promotion Management, 21, 4(July 2015), 475--491.Google ScholarCross Ref
- Catherine Bovill, Alison Cook-Sather, and Peter Felten. 2011. Students as co-creators of teaching approaches, course design, and curricula: Implications for academic developers. International Journal for Academic Development 16, 2(June 2011), 133--145.Google ScholarCross Ref
Index Terms
- Co-creation strategies for learning analytics
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