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Self‐Direc*on Indicators for Evalua*ng 
the Design‐Based eLearning Course with 
            Social So<ware 
                             Kai Pata, Sonja Merisalo 

   Tallinn University, Ins*tute of Informa*cs, Center for Educa*onal Technology,  
                        Narva road 25, 10120, Tallinn, Estonia. 

                 Email: kpata@tlu.ee; sonja.merisalo@gmail.com  



                      CELDA 2009, ROME, November, 20‐22th 
New learning context 
•  In the context of life‐long learning it makes sense 
   for learners to target the Instruc*onal Designs 
   towards their own needs.  
•  Maintaining Personal Learning Environments 
   (PLE) can offer learners the opportunity to plan 
   their own learning trajectory and enter to 
   different collabora*ve learning ac*vi*es. 
•  The design process enables the development of 
   self‐direc*on and self‐reflec*on habits as part of 
   the design process.   
PLE‐based course tools 
Outline of an eLearning course 
                    COMPOSING PLE 
                                                     SELF‐REFLECTIONS 
INTEGRATING 
                                                            55 students from 
GROUP PLEs 
                                                            10 interna*onal 
                             Personal learning                 universi*es 
    PLANNING THE             contract                       reflected weekly 
    GROUPWORK                                                   through a 
                                                                reflec*on 
                                                            template during 
   E‐LEARNING                                                 the 14 weeks 
   COURSE                                                        course.  
   PROTOTYPE 
                                              Personal learning 
                                              contract 


                           GROUPWORK              INDIVIDUAL WORK 
Problem 
•  It is important to find methods of evalua*ng 
   learning process with personal learning 
   environments using unobtrusive methods. 

                     Goal 
•  The development of self‐direc*on indicators 
   for evalua*ng the e‐learning course using 
   students‘ self reflec*ons in blogs.  
Weekly reflec*on templates  
•  Ques*ons: 
   –  What was the most important thing you learned this 
      week? 
   –  What was par*cularly interes*ng/boring in this week? 
   –  Was there something you did not quite understand and 
      want to know more about it? 
   –  What kind of ques*ons/ideas/experiences this week's 
      ac*vi*es raised for you? 
   –  Which tools did you use this week? Explain what was the 
      purpose of using these tools (e.g. social talk, to regulate 
      my team ac*vi*es, to work on my documents)? 
   –  With whom did you communicate during this week, how 
      many *mes, with which tools, and for what purposes? 
Research ques*ons  
•  Which are the indicators of the self‐direc*on 
   in students’ self‐reflec*on blogs‐posts?  
•  What is their applica*on during the Design‐
   based learning course?  
•  Which are the interrela*ons between the 
   indicators of self‐direc*on?  
Three types of ‘tools’ 
•  For iden*fying self‐reflec*on indicators we can 
   elaborate ac*vity theory (Engeström, 1987) that 
   uses the ‚tool‘ concept (eg. material tools, 
   language, and the organiza;on of group‐work ) 
   as central for signifying various mediators that 
   enable learners and teams to fulfill objec*ves.  
•  Self‐direc;ng competence becomes a cogni;ve 
   tool, and may serve as another mediator of 
   ac*ons.  
Three types of compe*ng ‘tools’ 
•  Three types of compe*ng ‚tools‘ are available 
   for individuals who design and maintain their 
   Personal Learning Environments in learning 
   courses:  
  –  a) material tools (eg. social so<ware);  
  –  b) team as the tool to reach personal and group 
     goals during the ac*vity; and  
  –  c) the person itself with its aresenal of self‐
     direc*on competences.  
Differences                  Different                                                    Clear 
between me                   voices of               Expect                                             Unclear 
 the group                    the Self              others to             Organize 
                                                      work                the team            Clarity of 
                   Ruptured                                                                      the 
                   situa*ons                               Team                                course 
                                                           as the 
                                                            tool 
                       Formulate 
                         needs                   Find 
                                              resources 
      Set goals                                                                  Start new 
                                                              Find                                    Con*nue 
                                                                                   tools 
                           Self‐direc*ng                   strategies                                  using 
                            strategies                                                                  tools 
Diagnose                                                   Create                        Social 
                                                           agenda 
                                                                                      so<ware use 
                     Evaluate             Implement 
                                                                                                      Difficul*es 
                                                                          Restart 
                                                                                                      with tools 
      The voice                                                          new tools        Drop 
       of the                                                                             tools 
       writer                                  Observed 
                                                change  

 I 
              I as part 
                of the                      In                    In              Indicators 
                group                     others                 Self 
Strategies for self‐direc*on 
     Self‐direc*ng strategies are 
     not frequently reflected in 
     blog posts 
Tool usage in PLEs 


Integra*ng PLEs for 
group‐work causes 
dropping some          Group work was a trigger to 
personal tools and     persuade students to keep using 
trying new tools       certain team tools and start using 
                       again some ini*ally used tools.  
Clarity of the course 

Un‐clarity of the course 
increases when PLEs are 
integrated and team tries to 
find common teamwork habits 
The voice of the writer 

    Student gradually becomes 
    from individual learner 
    towards considering himself 
    as part of the group 
Compe*ng ‘tool’ systems 
When students perceived that 
‘course was not clear’, they 
started ‘organizing the team’  




Students who par*cipated ac*vely in team 
stopped self‐direc*on in reflec*ons 



Indicators of self‐direc*on were 
not mutually correlated 
indica*ng to the serious 
problems in using self‐direc*on 
components systema*cally in 
self‐reflec*on blog posts.  
Conclusions 
•  Indicators of self‐direc*on can be systema*cally 
   collected from self‐reflec*ons and could be used 
   for evalua*ng the progress and constraints in e‐
   learning courses that involve parallel individual 
   and group assignments with social so<ware.  
•  However, there exists a tension and compe**on 
   between simultaneous individual and group 
   assignments, and reflec*ng evidences of self‐
   direc*on in both ac*vi*es. 
This study was funded by:  
iCamp project (027168) under the IST 6th framework programme of 
                 the EU   hpp://www.icamp.eu/  




  Targeted research project of Estonian Ministry of Educa*on and 
           Research: "E‐learning systems with distributed  
   architecture, their interoperability and models of applica*on" 

 Estonian Science Founda*on project: "The framework for suppor*ng 
     and analysing self‐directed learning in augmented learning 
                            environment" 

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