SlideShare a Scribd company logo
Rebecca Ferguson
The Open University, UK
Accessible learning
Accessible analytics
Photo by Dima Pechurin on Unsplash
Medical model – problems are due to the individual
Photo by ahmet arslan on Unsplash
Social model – problems are created by society
We can use and adapt tools to so environments are accessible to users
Photo by Dorothea OLDANI on Unsplash
There is no need to take a deficit view of disabled students
With the right tools, they may be able to outperform others
Learning analytics accessibility
Learning analytics tools
and dashboards can be
considered accessible if
people with disabilities
can perceive,
understand, navigate,
interact with them and
contribute to them.
Based on W3C
definition of web
accessibility
Photo by Clément Falize on Unsplash
Colour choices
https://www.color-blindness.com/coblis-color-blindness-simulator/
Normal
Red-blind Protanopia
Blue-blind Tritanopia
Red–green color
blindness affects up to
8% of males and 0.5%
of females of Northern
European descent
Layout choices
Does the tool
cater for learners
who need extra
time to make
responses;
reduce cognitive
load as far as
possible; and
remove triggers of
anxiety?
Photo by Patrick Hendry on Unsplash
Jargon and acronyms can increase anxiety, decrease understanding
https://www.sciencegeek.net/lingo.html
Too much text, overcrowded layout confuse users
Cooper, M., Ferguson, R., & Wolff, A. (2016). What can analytics contribute to
accessibility in e-learning systems and to disabled students’ learning? LAK16,
Edinburgh, UK.
Lister, K., Coughlan, T., Iniesto, F., Freear, N., & Devine, P. (2020). Accessible
conversational user interfaces: considerations for design. Web for All 2020, 20-21
April, Taipei, Taiwan.
Nguyen, A., Gardner, L. A., & Sheridan, D. (2018). A framework for applying learning
analytics in serious games for people with intellectual disabilities. BJET, 49(4).

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Accessible learning, accessible analytics

  • 1. Rebecca Ferguson The Open University, UK Accessible learning Accessible analytics Photo by Dima Pechurin on Unsplash
  • 2. Medical model – problems are due to the individual Photo by ahmet arslan on Unsplash
  • 3. Social model – problems are created by society
  • 4. We can use and adapt tools to so environments are accessible to users
  • 5. Photo by Dorothea OLDANI on Unsplash There is no need to take a deficit view of disabled students With the right tools, they may be able to outperform others
  • 6. Learning analytics accessibility Learning analytics tools and dashboards can be considered accessible if people with disabilities can perceive, understand, navigate, interact with them and contribute to them. Based on W3C definition of web accessibility Photo by Clément Falize on Unsplash
  • 7. Colour choices https://www.color-blindness.com/coblis-color-blindness-simulator/ Normal Red-blind Protanopia Blue-blind Tritanopia Red–green color blindness affects up to 8% of males and 0.5% of females of Northern European descent
  • 8. Layout choices Does the tool cater for learners who need extra time to make responses; reduce cognitive load as far as possible; and remove triggers of anxiety? Photo by Patrick Hendry on Unsplash
  • 9.
  • 10. Jargon and acronyms can increase anxiety, decrease understanding https://www.sciencegeek.net/lingo.html Too much text, overcrowded layout confuse users
  • 11. Cooper, M., Ferguson, R., & Wolff, A. (2016). What can analytics contribute to accessibility in e-learning systems and to disabled students’ learning? LAK16, Edinburgh, UK.
  • 12. Lister, K., Coughlan, T., Iniesto, F., Freear, N., & Devine, P. (2020). Accessible conversational user interfaces: considerations for design. Web for All 2020, 20-21 April, Taipei, Taiwan.
  • 13. Nguyen, A., Gardner, L. A., & Sheridan, D. (2018). A framework for applying learning analytics in serious games for people with intellectual disabilities. BJET, 49(4).