The Relationship Between Pedagogical Agents and Learners Is Complex and Negotiated

  • complexity of the field acknowledged
    • empirical research suggests that the field is not as straightforward as it has been suggested
    • empirical evidence in support of prior claims (motivation, support, etc) is mixed and often ambiguous
  • gender
    • series of pictures, morphing from more to less feminine to masculine
      • more feminine was seen as more pleasant but less intelligent
      • but with doctors, this was not found - “doctor stereotype supercedes all else”
  • contextual relevance
    • doctor avatar vs mohawk, on history of rock and on medicine
  • agent appearance
    • appealing agents promoted transfer
    • unappealing agents hindered learning
  • agent learner relationships and interaction
    • occur in open-ended environments (not the norm in the field)
    • emerging evidence: enjoyment of social chat, verbal abuse, fun with the system

Study

  • pre-service teachers
  • access to agent for 4 weeks
  • naturalistic setting
  • Computer Mediated Discourse Analysis as method of analysis (Herring, 2006)
  • results
    • small talk
      • how are you
      • watched the football game?
    • playfulness
      • do you have a girlfriend?
    • abuse/aggressive
      • you stupid $%(#$(
      • “I can't answer that” - “WHY NOT!?”
    • friendly, supportive, but also demanding
    • sharing personal information
      • I am worried about my exam score
      • My girlfriend broke up with me
    • agent role
      • agent as instructor/learning companion
    • as mediator
      • “can you tell professor X that she needs to program you better?”
    • agent as confidant
      • “let me tell you about my girlfriend!”
    • agent as partner
      • This was an easy assignment, Mark

Implications

  • design for flexibility → open-ended environments
    • introduces complexity
      • building systems capable of convincingly taking on multiple roles
  • how can we capitalize on relationship
    • agent not a “tool” but a “partner”
    • can we use this relationship to teach content better
    • are there specific areas that would benefit greatly from this finding?

How would results differ

  • with different agents
  • across cultures
  • with agents or varied social intelligence
  • in studies of shorter/longer duration