Connected Learning, Collapsed Contexts: Examining Teens’ Sociotechnical Ecosystems Through the Lens of Digital Badges

Title of the Paper

Connected Learning, Collapsed Contexts: Examining Teens’ Sociotechnical Ecosystems Through the Lens of Digital Badges

Paper Information

• Research Domain: Human-Computer Interaction (HCI), sociotechnical ecosystems of teenagers, and digital badges in educational technology
• Keywords: Identity, social media, digital badges, sociotechnical systems, informal learning, identity development

Research Background and Issues

• Problems and Challenges:

  • Teenagers grow up in complex sociotechnical ecosystems that provide tools for learning and socializing but may also lead to conflicts and identity tensions in digital spaces.
  • Despite efforts in the educational field to integrate social media functionalities into learning technologies to foster learning, teenagers may perceive this as an invasion of their personal space.
  • Digital badges, as a micro-credential technology, have the potential to connect learning across contexts but face adoption challenges due to mismatches with users' existing habits.

• Why It Matters:

  • In the current digital and networked era, understanding teenagers' behaviors in the realms of social media, learning, and professional identity can help design learning technologies that better support their development and meet their needs.

• Research Motivation and Related Work:

  • Previous studies have shown that connecting learning across contexts plays a crucial role in interest development and identity formation.
  • Integrating social media functionalities into learning tools may help youth showcase professional skills and develop career identities, but unresolved tensions remain in the design and implementation process.

Proposed Solution

• Proposed Method or Solution:

  • Using a digital badge system as a case study, conduct an in-depth case analysis of how teenagers adopt such learning technologies within sociotechnical ecosystems.
  • Explore how to design connected learning technologies that support identity development while respecting teenagers' digital space boundaries.

• Innovative Contributions:

  • Provide an empirical perspective to reveal the content ecosystem tensions in teenagers' daily technology use and the potential value of learning technologies.
  • Offer design recommendations to ensure technological tools support learning while avoiding unnecessary blending of social and educational domains.

• Implementation Steps and Techniques:

  • Case study method: Investigate the behaviors and perceptions of six teenagers using a badge system at a science center through interviews, observations, ecological momentary assessments, and system data analysis.
  • Data analysis: Employ detailed memoing and thematic coding methods to identify key themes and tensions in adaptive design.

Research Findings

• Specific Findings:

  • Teenagers showed potential interest in digital badges as tools to showcase learning achievements but rejected sharing badges within their personal social spaces.
  • The badge system's internal functionalities supported the visualization of learning pathways but fell short in cross-context promotion, particularly due to inconsistencies with teenagers' social media ecosystems.

• Advantages of Existing Solutions:

  • The badge system provides a flexible and convenient micro-credential tool that helps visualize learning pathways and achievements.

• Experimental or Evaluation Results:

  • Teenagers preferred using badges in learning contexts but explicitly stated that social media is a space for leisure and privacy. Badge applications were more relevant to professional or academic domains rather than social ones.

• Limitations and Future Directions:

  • Limitations: The small sample size and focus on the science center project may restrict broader applicability.
  • Future Directions:
    • Extend research to more contexts and social groups to explore other educational technology ecosystems.
    • Investigate ways to help teenagers showcase online professional identities while maintaining privacy and independence in their personal digital spaces.
    • Optimize badge system design to better balance connected learning with tensions arising from context blending.

Design Recommendations

• Introduce holistic experiences: Consider teenagers' diverse usage habits across time, space, and technology, fully reflecting their unique ecosystems and needs.
• Design for “context integration” rather than “context conflict”: Provide privacy protection and control features to help teenagers apply badges in academic and professional contexts while preserving the independence of their personal social spaces.
• Support professional identity development: Offer structured recommendations and tools, such as simple embedding formats and professional document creation options, to encourage teenagers to share and use badges more willingly.

This paper provides clear processes and empirical support for designing educational technologies, particularly in balancing teenagers' learning and social needs within digital spaces.