"Social Media Killed Our Generation": Teenagers' Felt Experiences of Harm on Social Media
This best paper stands out because it does not just document that teens experience harm on social media; it shows how they misrecognize that harm, often blaming themselves or peers while platform design remains backgrounded. That reframing is highly useful for HCI, safety, and governance debates.
Video Figure
Axes Lens
Rare contribution shape, typical evidence profile. The point here is not a score. It is to show what kind of claim the paper makes, and whether the evidence pattern is unusual or baseline in this 268 -review set.
Contribution shape
- Knowledge form
- descriptive knowledge typical · 92/268
- Novelty type
- empirical finding typical · 68/268
- Abstraction level
- practice typical · 85/268
- Generalization target
- user population typical · 75/268
- Validation mode
- qualitative study typical · 63/268
Evidence profile
- Evidence strength
- moderate typical · 105/268
- Claim alignment
- strong typical · 231/268
- Overclaim risk
- low typical · 53/268
Review Summary
This paper’s strongest contribution is not simply that it reports teens feel pressure, compulsion, or distress on social media; many readers would already expect that. What is more interesting is the mismatch it surfaces between teens’ lived experiences and their attribution of responsibility. The paper shows that participants often describe harms in ways that are emotionally vivid and structurally suggestive, yet still interpret those harms through self-management, peer norms, or interpersonal blame rather than through platform accountability. That makes the work valuable as an empirical correction to simplistic narratives of teen agency and self-control. It also gives the paper relevance beyond youth studies alone, because it speaks to broader HCI questions about how users understand harms that are partly produced by design but experienced as personal failure. The evidence base is appropriately qualitative: eight semi-structured interviews analyzed interpretively. That is enough to support a rich descriptive contribution, especially because the authors are careful to frame the work around situated meaning rather than broad generalization. The paper is also commendably explicit about its limits, noting the Midwest US and college-town context and the resulting demographic specificity. So the right reading is not that the paper proves universal truths about all teenagers, but that it offers a strong conceptual and experiential account of how harm is normalized, minimized, and displaced within one sociotechnical setting. For HCI researchers, designers, and policymakers, the practical implication is clear: interventions that rely only on teen self-regulation or parental warnings will miss harms that are embedded in platform affordances and governance choices.
What Changed
Canon before
Dominant assumption holds that teen social media harm is primarily due to individual user behaviors or external risks, and that teens can largely manage risks through self-control and parental guidance. Platforms are often viewed as neutral or background systems, and harm discussions focus on discrete incidents rather than systemic design contributions.
Departure from common sense
The paper shows that teens often interpret harm through self-blame, peer blame, or interpersonal risk narratives, even though many of the harms they describe are structurally shaped by platform affordances and engagement-driven design.
Actual novelty
The contribution is a qualitative, teen-centered account of social media harm as an ecological and multi-dimensional phenomenon, showing how normalcy pressures, emotional experiences, compulsive use, and surrounding actors such as parents, schools, peers, and platforms jointly shape how harm is felt and interpreted.
Evidence
Evidence comes from eight semi-structured interviews with teenagers aged 12 to 17, analyzed through reflexive thematic analysis and synthesized into themes about normalcy, felt harms, and broader social media ecologies. The paper explicitly frames its claims as interpretivist and context-specific rather than statistically generalizable, and it also acknowledges geographic and demographic limits of the sample.
“3 Method To address our research question, we conducted eight semi-structured interviews with teenagers aged 12 to 17 who reported some level of engagement with social media platforms, including, but not limited to Instagram, TikTok, Snapchat, and YouTube.”
actual novelty · 3 Method · confidence 0.92
“echnical affordances, social interactions, and emotional states. While platform harms are often framed in terms of user-generated behaviors (e.g., harassment, misinformation, explicit content), our findings highlight that many harms also emerge from the finely-tuned design choices of platforms themselves.”
departure from common sense · 5.2 Social Media Harms Require a Multi-Dimensional Approach · confidence 0.94
“6 Implications and Future Work This study reflects a limited set of experiences drawn from the Global North, specifically the Midwest United States. Since the research was conducted in a “college town” that is more highly educated than the US average, participants may represent less diversity in terms of socioecon”
limitation · 6 Implications and Future Work · confidence 0.98
“ [69], the value of such work lies not in broad generalization but in articulating how meanings are produced through local contexts and lived experiences. Our analysis attends closely to these particularities, offering insight into how harm is understood within this setting while opening up concepts that may be useful in other contexts”
validation scope · 6 Implications and Future Work · confidence 0.90
Limits
Method limits
The study relies on eight interviews and self-reported accounts, so it offers depth rather than breadth. The sample is geographically specific to the Midwest United States and a relatively educated college-town context, limiting diversity and transferability.
Deployment limits
The findings are tied to a particular sociotechnical setting and may not transfer directly to teens in other regions, countries, or platform cultures. The paper itself emphasizes conceptual transferability rather than broad generalization.
Boundary conditions
Claims are best read as interpretive insights about teens in a Midwest US context, especially where social media use is shaped by local peer norms, parental oversight, school environments, and contemporary platform affordances. They should not be treated as universal prevalence claims.
Position in field
This paper extends HCI and critical computing work on youth social media harms by centering teenagers’ own accounts rather than only parental, regulatory, or platform perspectives. Its main field contribution is to reframe harm as ecological, emotional, and systemic rather than merely interpersonal or individually manageable.