Study identifies 3 forms of 'misattunement' in youth social media design
A new dissertation uses roleplay, Discord, and LLM agents to rethink social media for teens.
JaeWon Kim's PhD dissertation tackles a core problem: youth social media design often misaligns with young people's actual needs. Kim identifies three distinct forms of 'misattunement.' Conceptual misattunement happens when the very term 'social media' locks designers and participants into existing platform templates like feeds and likes. Definitional misattunement occurs when researchers decide what 'better' means for youth without their input. Evaluative misattunement arises when youth are asked to judge static designs rather than dynamic, real-feeling scenarios.
To counter these, Kim employs three innovative methods. First, Fictional Inquiry within a fictional magic-school setting helps youth express their relational needs free from real-world platform constraints. Second, a Discord-based asynchronous community enables youth-led collective inquiry, letting them define their own criteria for improvement. Third, an 'ego-anchored, LLM-agent simulation sandbox' lets youth interact with AI-driven social scenarios that adapt in real time. Together, these studies produce concrete, youth-grounded design directions for social media that prioritizes genuine relationships over engagement metrics.
- Identifies three misattunements: conceptual (language anchors to existing templates), definitional (researchers define 'better' for youth), evaluative (static designs judged out of context).
- Uses Fictional Inquiry with a magic-school roleplay scenario to let youth express relational needs freely.
- Deploys an LLM-agent simulation sandbox where youth can evaluate dynamic, adaptive social media scenarios.
Why It Matters
Provides a concrete, youth-driven framework to redesign social media for genuine relationships, not just engagement.