Extending the Child-Centered Ethics Framework: Researchers' Reflections on Multiple Projects with Children and Teenagers

Paper Title

Extending the Child-Centered Ethics Framework: Researchers' Reflections on Multiple Projects with Children and Teenagers

Publication Info

• Topic area: Ethical considerations in Child-Computer Interaction (CCI) research.
• Keywords: Child-Centered Ethics, Child-Computer Interaction, participatory design, ethics framework, reflection, assent, data ownership, impact, inclusion, micro-ethics.

Background and Problem

• Problem / challenge: Existing ethics frameworks in Child-Computer Interaction (CCI) research, such as the Child-Centered Ethics (CCE) Framework, provide limited practical guidance for addressing ethical challenges in diverse, real-world contexts. They also lack consideration of adult stakeholders and long-term project impacts.
• Significance: Ethical research practices are critical when working with children, who are vulnerable participants requiring special safeguards. Addressing gaps in ethical frameworks can improve research outcomes, participant well-being, and societal impact.
• Motivation and related work: Prior work has explored procedural ethics, participation, and design ethics in CCI, but practical applications and reflections on in situ ethical challenges remain underdeveloped. The CCE Framework was introduced as a living document to guide ethical practices but requires further evolution to address emerging challenges and broader stakeholder involvement.

Solution

• Proposed approach: The authors reflect on twelve CCI projects conducted across five countries to extend the CCE Framework, incorporating adult stakeholders and long-term impacts as new dimensions.
• Novelty:
  1. Introduction of adult stakeholders (e.g., teachers, administrators) as key ethical considerations in CCI research.
  2. Addition of a new "Impact Beyond the Project" phase to the CCE Framework, addressing long-term effects on participants, schools, and society.
  3. Identification of new ethical concerns, including child-friendly assent mechanisms, data ownership, and the role of emerging technologies like AI.
  4. Practical enhancements to the CCE Framework through thematic analysis of real-world projects.
• Procedure and key techniques:
  • Thematic analysis of twelve CCI projects involving children aged 2–18 years in Finland, the UK, India, Japan, and the USA.
  • Weekly collective reflections and individual analyses over two months, followed by categorization into five themes and eleven insights.
  • Integration of findings into an updated CCE Framework (CCE v2), including new phases, concerns, and reflective questions.

Results

• Concrete findings:
  • Identified five overarching themes: impacts beyond the project, adapting to abilities and interests, navigating difficult situations, consent as a continuous process, and data sharing/ownership.
  • Proposed 11 specific insights, such as the need for child-friendly assent mechanisms, addressing participants pushing boundaries, and balancing privacy with recognition in reporting.
  • Developed an updated CCE Framework (CCE v2) with new concerns and reflective questions for each research phase.
• Advantage over baselines:
  • The updated framework addresses gaps in the original CCE Framework by incorporating adult stakeholders, long-term impacts, and practical guidance for navigating in situ ethical challenges.
  • Provides actionable insights for researchers to improve inclusion, transparency, and ethical rigor in CCI projects.
• Experiments / evaluation:
  • Analysis based on twelve diverse projects with varying durations, participant demographics, and cultural contexts.
  • Projects included activities such as co-design workshops, participatory AI sessions, and storytelling exercises, with participants acting as informants, co-designers, or protagonists.
• Limitations and future work:
  • The study reflects the authors' own projects, which may introduce biases aligned with European participatory traditions.
  • Future work should include more diverse projects and contexts, particularly from underrepresented regions, and address emerging challenges like AI ethics and cross-cultural adaptation.

Summary

This paper extends the Child-Centered Ethics (CCE) Framework by reflecting on twelve CCI projects conducted across five countries. Key contributions include the introduction of adult stakeholders as ethical considerations, a new "Impact Beyond the Project" phase, and practical enhancements addressing challenges like child assent, data ownership, and in situ ethical dilemmas. The updated framework (CCE v2) provides actionable guidance for researchers, emphasizing inclusion, transparency, and long-term impact. While grounded in the authors' projects, the findings highlight the need for broader validation and adaptation to diverse cultural and technological contexts.