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Maha Al-Freih, Nada Dabbagh, 
Anastasia Kitsantas, and Helen Fake 
George Mason University 
Fairfax, VA 
USA
PLEs 
Institutional 
Learning Platforms 
• LMS 
• Adaptive Systems 
Social Media/Web 2.0 
Tools 
• Openness 
• Wisdom of the crowd 
• User-generated content 
• Networking 
• Personal experiences
Tools, communities, and services that constitute 
the individual educational platforms learners use to 
direct their own learning and pursue educational 
goals 
EDUCAUSE Learning Initiative (ELI) (2009) 
http://www.educause.edu/
PLEs are 
built 
bottom up 
by 
the student
SELF-REGULATED 
LEARNING: 21ST CENTURY SKILLS: 
• Goal setting 
• Self-monitoring 
• Self-evaluating 
• Use of task 
strategies 
• Help seeking 
• Time planning and 
management 
• Learning to learn 
• Metacognition 
• Ways of thinking 
• Ways of working 
• Tools for thinking 
• Tools for working
Follow up on a quantitative study (N=87) 
To understand the experience of selected 
participants’ use of social media while 
developing a PLE and whether they used SRL 
skills in the process.
Case Study 
Data Sources 
• Interviews 
Participants selection and Recruitment 
• Information-rich cases (N=11) 
• Email was sent out 
• N=5
Participants Gender Age Occupation 
Years of 
experience 
1 Male 26-35 Didn’t specify 6-10 
2 Male 26-35 
Instructional 
Designer/Faculty 
6-10 
3 Female 46-55 
Instructional 
Designer/PhD 
Candidate 
21-25 
4 Female 36-45 
Other didn’t 
specify 
6-10 
5 Female 36-45 
Program 
Manager 
5 or less
“Currently completing Sloan-C certification in 
Administrative Practices. Have used a 
combination of nearly all tools listed” 
“I attended a conference that used multiple 
technologies to enhance the learning and 
participation experience” 
“Participated in the Change11 MOOC Course 
length has been almost a year now. 
Technologies that I used included blogging, 
Facebook Group, Bb Collaborate, and RSS”
Do you keep track of your progress while 
working on the PLE? _____Please explain. 
Do you evaluate the quality of your PLE? 
_____Please explain. 
Do you think your PLE was successful? Why or 
why not? Please explain. 
What do you need to do to improve your PLE? 
In your experience, what are the 
benefits/disadvantages of using these social 
media tools for your learning and development?
A hybrid method of thematic analysis 
incorporating both a data-driven inductive 
approach and a deductive a priori template of 
codes (Fereday & Muir-Cochrane, 2006). 
Fereday, J., & Muir-Cochrane, E. (2006). Demonstrating rigor using thematic analysis: A 
hybrid approach of inductive and deductive coding and theme development. International Journal of 
Qualitative Methods, 5.
SRL Processes 
Goal 
Setting 
PD 
Connection 
Task 
Strategies 
Context/Task 
dependent 
Social vs. 
Individual 
tasks 
Motivation 
Intrinsic vs. 
extrinsic 
Self 
Monitoring 
Intentional vs. 
unintentional 
Self 
Evaluation 
Tools vs. 
people
Inductive Themes 
Barriers/Challe 
nges 
Privacy 
concerns 
Safety 
concerns 
Digital Identity 
and Presence 
Lurking vs. 
active 
participation 
Learning 
curve 
(Growth) 
Context 
Formal vs. 
informal 
Social vs. 
professional 
Public vs. 
Private
PLE development experience of the selected 
participants in this study revealed that social 
media specifically supported the following self 
regulated learning processes: 
• goal setting, task strategies, motivation, self-monitoring, 
self-evaluation 
• help-seeking and time management were not 
explicitly supported 
• these results slightly differ from the previous 
study in which participants (N=87) perceived 
self-evaluation and time management as being 
less supported
More importantly, the results of this study 
revealed important themes related to how social 
media impacts self regulated learning processes 
in PLE development 
More research is also needed to examine what 
type of guidance and pedagogical interventions 
are needed to support formal PLE development 
and ensure authentic and purposeful use of 
social media for learning.
Thank you! 
Maha.gmu@gmail.com

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Beyond Formal: Using Social Media to Develop Personal Learning Environments (PLEs) and Self-Regulated Learning

  • 1. Maha Al-Freih, Nada Dabbagh, Anastasia Kitsantas, and Helen Fake George Mason University Fairfax, VA USA
  • 2.
  • 3.
  • 4. PLEs Institutional Learning Platforms • LMS • Adaptive Systems Social Media/Web 2.0 Tools • Openness • Wisdom of the crowd • User-generated content • Networking • Personal experiences
  • 5. Tools, communities, and services that constitute the individual educational platforms learners use to direct their own learning and pursue educational goals EDUCAUSE Learning Initiative (ELI) (2009) http://www.educause.edu/
  • 6.
  • 7. PLEs are built bottom up by the student
  • 8. SELF-REGULATED LEARNING: 21ST CENTURY SKILLS: • Goal setting • Self-monitoring • Self-evaluating • Use of task strategies • Help seeking • Time planning and management • Learning to learn • Metacognition • Ways of thinking • Ways of working • Tools for thinking • Tools for working
  • 9. Follow up on a quantitative study (N=87) To understand the experience of selected participants’ use of social media while developing a PLE and whether they used SRL skills in the process.
  • 10. Case Study Data Sources • Interviews Participants selection and Recruitment • Information-rich cases (N=11) • Email was sent out • N=5
  • 11. Participants Gender Age Occupation Years of experience 1 Male 26-35 Didn’t specify 6-10 2 Male 26-35 Instructional Designer/Faculty 6-10 3 Female 46-55 Instructional Designer/PhD Candidate 21-25 4 Female 36-45 Other didn’t specify 6-10 5 Female 36-45 Program Manager 5 or less
  • 12. “Currently completing Sloan-C certification in Administrative Practices. Have used a combination of nearly all tools listed” “I attended a conference that used multiple technologies to enhance the learning and participation experience” “Participated in the Change11 MOOC Course length has been almost a year now. Technologies that I used included blogging, Facebook Group, Bb Collaborate, and RSS”
  • 13. Do you keep track of your progress while working on the PLE? _____Please explain. Do you evaluate the quality of your PLE? _____Please explain. Do you think your PLE was successful? Why or why not? Please explain. What do you need to do to improve your PLE? In your experience, what are the benefits/disadvantages of using these social media tools for your learning and development?
  • 14. A hybrid method of thematic analysis incorporating both a data-driven inductive approach and a deductive a priori template of codes (Fereday & Muir-Cochrane, 2006). Fereday, J., & Muir-Cochrane, E. (2006). Demonstrating rigor using thematic analysis: A hybrid approach of inductive and deductive coding and theme development. International Journal of Qualitative Methods, 5.
  • 15. SRL Processes Goal Setting PD Connection Task Strategies Context/Task dependent Social vs. Individual tasks Motivation Intrinsic vs. extrinsic Self Monitoring Intentional vs. unintentional Self Evaluation Tools vs. people
  • 16. Inductive Themes Barriers/Challe nges Privacy concerns Safety concerns Digital Identity and Presence Lurking vs. active participation Learning curve (Growth) Context Formal vs. informal Social vs. professional Public vs. Private
  • 17. PLE development experience of the selected participants in this study revealed that social media specifically supported the following self regulated learning processes: • goal setting, task strategies, motivation, self-monitoring, self-evaluation • help-seeking and time management were not explicitly supported • these results slightly differ from the previous study in which participants (N=87) perceived self-evaluation and time management as being less supported
  • 18. More importantly, the results of this study revealed important themes related to how social media impacts self regulated learning processes in PLE development More research is also needed to examine what type of guidance and pedagogical interventions are needed to support formal PLE development and ensure authentic and purposeful use of social media for learning.