Problem Space Attunement in Youth Social Media Design

Jaewon Kim

arxiv: 2605.07018 · v2 · pith:DTPY5TI2new · submitted 2026-05-07 · 💻 cs.HC

Problem Space Attunement in Youth Social Media Design

JaeWon Kim This is my paper

Pith reviewed 2026-05-25 05:52 UTC · model grok-4.3

classification 💻 cs.HC

keywords youth social mediaproblem space misattunementfictional inquirydesign workshopsLLM agent simulationrelational supporthuman computer interactionparticipatory design

0 comments

The pith

Youth social media design is shaped by three forms of problem-space misattunement that targeted methods can correct to produce youth-grounded criteria.

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

The paper identifies conceptual misattunement, where language anchors participants to existing platform templates, definitional misattunement, where researchers decide what counts as better, and evaluative misattunement, where static designs are judged. It proposes a Fictional Inquiry workshop using magical wizard connections, a youth-led Discord community for collective inquiry, and an ego-anchored LLM-agent simulation sandbox to overcome these issues. Together the methods aim to develop criteria and directions for relationally supportive social media that center youth perspectives rather than dominant designs. A sympathetic reader would care because social media shapes youth relationships and identity, so better attunement could reduce feelings of disempowerment.

Core claim

Youth social media design is shaped by three forms of problem-space misattunement. Conceptual misattunement occurs when the language of social media anchors participants to existing platforms' interaction templates. Definitional misattunement occurs when researchers define what better means on youth's behalf. Evaluative misattunement occurs when participants judge static or hypothetical designs. These are addressed through a Fictional Inquiry design workshop that uses brainstorming for magical connections with remote wizard friends, a Discord-based asynchronous community that supports youth-led collective inquiry, and an ego-anchored LLM-agent simulation sandbox. Together these studies can,

What carries the argument

Problem-space misattunement in its three forms (conceptual, definitional, evaluative), corrected by the combination of Fictional Inquiry workshops, youth-led Discord communities, and ego-anchored LLM-agent simulations to generate youth-grounded criteria.

If this is right

Youth participants can generate ideas for social connection without being limited by current platform templates.
Design criteria arise from youth collective inquiry instead of external definitions of improvement.
Dynamic, personalized simulations enable evaluation of designs that change with user input.
The resulting criteria and directions support platforms focused on relational needs rather than dominant interaction patterns.

Where Pith is reading between the lines

These are editorial extensions of the paper, not claims the author makes directly.

The methods could be tested by comparing empowerment outcomes in youth who use the developed criteria versus standard designs.
Similar misattunement forms might appear in design processes for other age groups or technology domains.
The approach suggests that combining workshop, community, and simulation elements could generalize to other participatory design settings.

Load-bearing premise

The three methods of fictional inquiry, youth Discord communities, and LLM simulations will successfully mitigate the misattunements and produce valid youth-grounded criteria.

What would settle it

A direct comparison showing that the criteria and design directions emerging from the three studies match those produced by conventional adult-defined or researcher-led processes.

read the original abstract

Social media is central to how young people maintain relationships, develop identity, and access communities, yet dominant platform designs often leave youth feeling disempowered rather than supported. My dissertation argues that youth social media design is shaped by three forms of problem-space misattunement. \textit{Conceptual misattunement} occurs when the language of ``social media'' anchors participants to existing platforms' interaction templates. I address this through a Fictional Inquiry design workshop that frees youth from preconceived notions of social media by having them brainstorm ways to ``magically connect with remote wizard friends'' rather than ideas for ``social media.'' \textit{Definitional misattunement} occurs when researchers define what ``better'' means on youth's behalf. I address this through a Discord-based asynchronous community that supports youth-led collective inquiry. \textit{Evaluative misattunement} occurs when participants are asked to judge static or hypothetical designs. I address this through an ego-anchored, LLM-agent simulation sandbox. Together, these studies develop youth-grounded criteria and design directions for relationally supportive social media.

Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, simulated authors' rebuttal, and a circularity audit. Tearing a paper down is the easy half of reading it; the pith above is the substance, this is the friction.

Desk Editor's Note private letter to a colleague

This is a dissertation proposal framing three misattunements in youth social media design and pairing them with known methods, but it contains no results or validation.

read the letter

The main takeaway is that this work names three specific misattunements in youth social media design and maps each to a method, yet it presents no data showing the methods actually produce youth-grounded criteria or reduce the problems they target. The three misattunements are conceptual (stuck on existing platform templates), definitional (researchers deciding what counts as better), and evaluative (judging static designs). The methods are a fictional inquiry workshop using wizard friends instead of social media, a youth-led Discord community, and an ego-anchored LLM agent simulation sandbox. These are the elements the paper puts forward as its contribution. The combination for this exact setting is the part that is new, even though each technique has been used separately in HCI before. The descriptions are clear and the mapping from problem to method follows logically without obvious gaps in the reasoning. The paper does a reasonable job explaining why standard participatory approaches can still leave youth perspectives out. The central weakness is the absence of any outcomes. The text states that the three studies together develop the criteria, but there are no participant numbers, no examples of generated criteria, no measures of whether misattunement decreased, and no comparison to prior work. This leaves the main claim as an untested assertion. The stress-test note correctly flags this gap. This is aimed at HCI researchers who already work on youth participatory design or social media. Someone looking for completed empirical findings on relationally supportive designs or for a validated new framework will not find it here. It could be useful as a planning document for similar projects. I would not recommend sending it for peer review in this form because it reads as a methods proposal rather than a study with evidence. If the full dissertation includes the actual workshop outputs and evaluations, that would shift the assessment.

Referee Report

1 major / 0 minor

Summary. The manuscript argues that youth social media design suffers from three forms of problem-space misattunement (conceptual, definitional, and evaluative). It proposes addressing these via a Fictional Inquiry workshop (to avoid anchoring to existing platforms), a youth-led asynchronous Discord community (for youth-defined notions of 'better'), and an ego-anchored LLM-agent simulation sandbox (to evaluate dynamic rather than static designs). The three studies are claimed to together develop youth-grounded criteria and design directions for relationally supportive social media.

Significance. If the methods were shown to successfully mitigate the misattunements and yield demonstrably youth-grounded outputs, the work would contribute novel design-research techniques to HCI for centering youth voices in platform design. The conceptual framing of misattunement types is clear, but the lack of any reported outcomes means the significance cannot yet be assessed.

major comments (1)

[Abstract] Abstract: the central claim that the Fictional Inquiry workshop, Discord community, and LLM sandbox 'together develop youth-grounded criteria and design directions' is unsupported, as the manuscript supplies no participant numbers, generated criteria, outcome measures, or validation that any method reduced its targeted misattunement. This is load-bearing for the argument that the studies achieve their stated purpose.

Simulated Author's Rebuttal

1 responses · 0 unresolved

We thank the referee for their constructive feedback. We agree that the abstract requires revision to better reflect the manuscript's status as a dissertation proposal.

read point-by-point responses

Referee: [Abstract] Abstract: the central claim that the Fictional Inquiry workshop, Discord community, and LLM sandbox 'together develop youth-grounded criteria and design directions' is unsupported, as the manuscript supplies no participant numbers, generated criteria, outcome measures, or validation that any method reduced its targeted misattunement. This is load-bearing for the argument that the studies achieve their stated purpose.

Authors: We agree that the current abstract phrasing is unsupported by reported outcomes. The manuscript is a dissertation proposal that outlines three planned studies to address conceptual, definitional, and evaluative misattunements; it does not present completed empirical results, participant data, or validated criteria. We will revise the abstract to use prospective language (e.g., 'these studies are proposed to develop youth-grounded criteria...') so that the central claim accurately describes the intended contribution rather than implying completed work. This revision will be made in the next version. revision: yes

Circularity Check

0 steps flagged

No circularity; conceptual methods proposal with no derivations or reductions

full rationale

The paper is a conceptual framing that identifies three misattunements and proposes three methods (Fictional Inquiry workshop, Discord community, LLM sandbox) to address them. No equations, fitted parameters, predictions, or derivations exist that could reduce to inputs by construction. The text contains no self-citations, uniqueness theorems, or ansatzes that load-bear the central claim. The argument is self-contained as a design-methods proposal without internal logical reductions.

Axiom & Free-Parameter Ledger

0 free parameters · 2 axioms · 0 invented entities

The central claim rests on domain assumptions that the listed methods will overcome the misattunements and that youth-led inquiry produces superior criteria; these are not supported by data in the abstract.

axioms (2)

domain assumption Fictional scenarios free youth from preconceived notions of social media platforms.
Invoked directly in the description of the Fictional Inquiry workshop as the solution to conceptual misattunement.
domain assumption Youth-led collective inquiry produces better definitions of supportive social media than researcher-defined criteria.
Basis for the Discord-based community approach to definitional misattunement.

pith-pipeline@v0.9.0 · 5713 in / 1367 out tokens · 24074 ms · 2026-05-25T05:52:47.305787+00:00 · methodology

Review history (2 revisions) →

discussion (0)

Reference graph

Works this paper leans on

32 extracted references · 32 canonical work pages

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JaeWon Kim, Jiaying Liu, Lindsay Popowski, Cassidy Pyle, Ahmer Arif, Gillian R. Hayes, Alexis Hiniker, Wendy Ju, Florian Floyd Mueller, Hua Shen, Sowmya Somanath, Casey Fiesler, and Yasmine Kotturi. 2025. Design for Hope: Cultivating Deliberate Hope in the Face of Complex Societal Challenges. InCompanion Publication of the 2025 Conference on Computer-Supp...

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JaeWon Kim, Lindsay Popowski, Anna Fang, Cassidy Pyle, Guo Freeman, Ryan M. Kelly, Angela Y. Lee, Fannie Liu, Angela D. R. Smith, Alexandra To, and Amy X. Zhang. 2024. Envisioning New Futures of Positive Social Technology: Beyond Paradigms of Fixing, Protecting, and Preventing. InCompanion Publication of the 2024 Conference on Computer-Supported Cooperati...

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Sharing, Not Showing Off

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JaeWon Kim, Robert Wolfe, Ramya Bhagirathi Subramanian, Mei-Hsuan Lee, Jessica Colnago, and Alexis Hiniker. 2025. Trust-enabled privacy: social media designs to support adolescent user boundary regulation. InProceedings of the Twenty-First USENIX Conference on Usable Privacy and Security(Seattle, WA, USA)(SOUPS ’25). USENIX Association, USA, Article 27, 20 pages

work page 2025
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I Just Don’t Care Enough To Be Interested

Rotem Landesman, Jina Yoon, JaeWon Kim, Daniela E Munoz Lopez, Lucia Magis- Weinberg, Alexis Hiniker, and Katie Davis. 2024. “I Just Don’t Care Enough To Be Interested”: Teens’ Moment-By-Moment Experiences on Instagram. In Proceedings of the 23rd Annual ACM Interaction Design and Children Conference. ACM, New York, NY, USA. doi:10.1145/3628516.3655812

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work page 2025
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Pamela Wisniewski. 2018. The Privacy Paradox of Adolescent Online Safety: A Matter of Risk Prevention or Risk Resilience?IEEE Secur. Priv.16, 2 (2018), 86–90. doi:10.1109/MSP.2018.1870874

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Pamela Wisniewski, A K M Najmul Islam, Bart P Knijnenburg, and Sameer Patil

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InProceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing

Give social network users the privacy they want. InProceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing. ACM, New York, NY, USA. doi:10.1145/2675133.2675256

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Pamela Wisniewski, Heather Lipford, and David Wilson. 2012. Fighting for my space: Coping mechanisms for SNS boundary regulation, In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (Austin, Texas, USA).GROUP ACM SIGCHI Int. Conf. Support. Group Work, 609–618. doi:10.1145/2207676.2207761

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[1] [1]

[n. d.]. The Official Star Wars Website. https://www.starwars.com/. Accessed: 2026-5-21

work page 2026

[2] [2]

You Go Through So Many Emotions Scrolling Through Instagram

Katie Davis, Rotem Landesman, Jina Yoon, JaeWon Kim, Daniela E Muñoz Lopez, Lucía Magis-Weinberg, and Alexis Hiniker. 2025. “You Go Through So Many Emotions Scrolling Through Instagram”: How Teens Use Instagram To Regulate Their Emotions. InACM CHI Conference on Human Factors in Computing Systems (CHI ’25). ACM

work page 2025

[3] [3]

Christian Dindler and Ole Sejer Iversen. 2007. Fictional Inquiry—design collab- oration in a shared narrative space.CoDesign3, 4 (December 2007), 213–234. doi:10.1080/15710880701500187

work page doi:10.1080/15710880701500187 2007

[4] [4]

Kees Dorst. 2011. The Core of ‘Design Thinking’ and Its Application.Design Studies32, 6 (2011), 521–532

work page 2011

[5] [5]

friends:

Nicole B Ellison, Charles Steinfield, and Cliff Lampe. 2007. The benefits of Facebook “friends:” Social capital and college students’ use of online social network sites.Journal of computer-mediated communication12, 4 (July 2007), 1143–1168. doi:10.1111/j.1083-6101.2007.00367.x

work page doi:10.1111/j.1083-6101.2007.00367.x 2007

[6] [6]

Casey Fiesler and Amy S Bruckman. 2019. Creativity, copyright, and close-knit communities: A case study of social norm formation and enforcement.Proc. ACM Hum. Comput. Interact.3, GROUP (December 2019), 1–24. doi:10.1145/3361122

work page doi:10.1145/3361122 2019

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Harris Interactive. 2023. Wizarding World Global Fan Survey. Harris Interactive, Rochester, NY

work page 2023

[8] [8]

Schoenebeck, and Julie A

Alexis Hiniker, Sarita Y. Schoenebeck, and Julie A. Kientz. 2016. Not at the Dinner Table: Parents’ and Children’s Perspectives on Family Technology Rules. InProceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing (CSCW ’16). ACM, 1376–1389

work page 2016

[9] [9]

David G Jansson and Steven M Smith. 1991. Design fixation.Design studies12, 1 (1991), 3–11

work page 1991

[10] [10]

JaeWon Kim, Hyunsung Cho, Fannie Liu, and Alexis Hiniker. 2026. Social Media Should Feel Like Minecraft, Not Instagram: Youth Visions for Meaningful Social Connections through Fictional Inquiry. arXiv:2502.06696 [cs.HC] https://arxiv. org/abs/2502.06696

work page arXiv 2026

[11] [11]

JaeWon Kim, Soobin Cho, Robert Wolfe, Jishnu Hari Nair, and Alexis Hiniker. 2025. Privacy as Social Norm: Systematically Reducing Dysfunctional Privacy Concerns on Social Media.Proc. ACM Hum.-Comput. Interact.9, 2, Article CSCW151 (May 2025), 39 pages. doi:10.1145/3711049

work page doi:10.1145/3711049 2025

[12] [12]

Kelly, and Alexis Hiniker

JaeWon Kim, Thea Klein-Balajee, Ryan M. Kelly, and Alexis Hiniker

work page

[13] [13]

Third Place

Discord’s Design Encourages "Third Place" Social Media Experiences. arXiv:2501.09951 [cs.HC] https://arxiv.org/abs/2501.09951

work page arXiv

[14] [14]

Hayes, Alexis Hiniker, Wendy Ju, Florian Floyd Mueller, Hua Shen, Sowmya Somanath, Casey Fiesler, and Yasmine Kotturi

JaeWon Kim, Jiaying Liu, Lindsay Popowski, Cassidy Pyle, Ahmer Arif, Gillian R. Hayes, Alexis Hiniker, Wendy Ju, Florian Floyd Mueller, Hua Shen, Sowmya Somanath, Casey Fiesler, and Yasmine Kotturi. 2025. Design for Hope: Cultivating Deliberate Hope in the Face of Complex Societal Challenges. InCompanion Publication of the 2025 Conference on Computer-Supp...

work page doi:10.1145/3715070.3748287 2025

[15] [15]

Kelly, Angela Y

JaeWon Kim, Lindsay Popowski, Anna Fang, Cassidy Pyle, Guo Freeman, Ryan M. Kelly, Angela Y. Lee, Fannie Liu, Angela D. R. Smith, Alexandra To, and Amy X. Zhang. 2024. Envisioning New Futures of Positive Social Technology: Beyond Paradigms of Fixing, Protecting, and Preventing. InCompanion Publication of the 2024 Conference on Computer-Supported Cooperati...

work page doi:10.1145/3678884.3681833 2024

[16] [16]

Sharing, Not Showing Off

JaeWon Kim, Robert Wolfe, Ishita Chordia, Katie Davis, and Alexis Hiniker. 2024. “Sharing, Not Showing Off”: How BeReal Approaches Authentic Self-Presentation on Social Media Through its Design.Proc. ACM Hum.-Comput. Interact.8, CSCW2, Article 370 (November 2024), 32 pages. arXiv:2408.02883 [cs.HC] doi:10.1145/ 3686909

work page arXiv 2024

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JaeWon Kim, Robert Wolfe, Ramya Bhagirathi Subramanian, Mei-Hsuan Lee, Jessica Colnago, and Alexis Hiniker. 2025. Trust-enabled privacy: social media designs to support adolescent user boundary regulation. InProceedings of the Twenty-First USENIX Conference on Usable Privacy and Security(Seattle, WA, USA)(SOUPS ’25). USENIX Association, USA, Article 27, 20 pages

work page 2025

[18] [18]

I Just Don’t Care Enough To Be Interested

Rotem Landesman, Jina Yoon, JaeWon Kim, Daniela E Munoz Lopez, Lucia Magis- Weinberg, Alexis Hiniker, and Katie Davis. 2024. “I Just Don’t Care Enough To Be Interested”: Teens’ Moment-By-Moment Experiences on Instagram. In Proceedings of the 23rd Annual ACM Interaction Design and Children Conference. ACM, New York, NY, USA. doi:10.1145/3628516.3655812

work page doi:10.1145/3628516.3655812 2024

[19] [19]

Sarah MacLean, Keri Hartman, and Heather Johnson. 2015. Asynchronous Remote Communities (ARC) for Researching Distributed Populations. InProceedings of the QRCA Annual Conference

work page 2015

[20] [20]

Marwick and danah boyd

Alice E. Marwick and danah boyd. 2011. I Tweet Honestly, I Tweet Passionately: Twitter Users, Context Collapse, and the Imagined Audience.New Media & Society13, 1 (2011), 114–133

work page 2011

[21] [21]

Arielle Pardes. 2020. All the Social Media Giants Are Becoming the Same. https://www.wired.com/story/social-media-giants-look-the-same-tiktok- twitter-instagram/. Accessed: 2025-1-20

work page 2020

[22] [22]

Simon Pitt. 2021. Social Media Platforms Are All the Same. https://simon-pitt. medium.com/social-media-platforms-are-all-the-same-41fec39b6c8f. Accessed: 2025-1-20

work page 2021

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Donald A. Schön. 1983.The Reflective Practitioner: How Professionals Think in Action. Basic Books

work page 1983

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Daniel N. Stern. 1985.The Interpersonal World of the Infant: A View from Psycho- analysis and Developmental Psychology. Basic Books

work page 1985

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Riya Sundaram. [n. d.]. All Social Media Is Becoming the Same. https://stuyspec. com/article/all-social-media-is-becoming-the-same. Accessed: 2025-1-20

work page 2025

[26] [26]

J R R Tolkien, Fran Walsh, and Philippa Boyens. 2001. The Lord of the Rings: The Fellowship of the Ring (2001)

work page 2001

[27] [27]

Valkenburg

Patti M. Valkenburg. 2022. Social Media Use and Well-Being: What We Know and What We Need to Know.Current Opinion in Psychology45 (2022), 101294

work page 2022

[28] [28]

2022.Behind Their Screens: What Teens Are Facing (and Adults Are Missing)

Emily Weinstein and Carrie James. 2022.Behind Their Screens: What Teens Are Facing (and Adults Are Missing). MIT Press

work page 2022

[29] [29]

Pamela Wisniewski. 2018. The Privacy Paradox of Adolescent Online Safety: A Matter of Risk Prevention or Risk Resilience?IEEE Secur. Priv.16, 2 (2018), 86–90. doi:10.1109/MSP.2018.1870874

work page doi:10.1109/msp.2018.1870874 2018

[30] [30]

Pamela Wisniewski, A K M Najmul Islam, Bart P Knijnenburg, and Sameer Patil

work page

[31] [31]

InProceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing

Give social network users the privacy they want. InProceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing. ACM, New York, NY, USA. doi:10.1145/2675133.2675256

work page doi:10.1145/2675133.2675256

[32] [32]

Pamela Wisniewski, Heather Lipford, and David Wilson. 2012. Fighting for my space: Coping mechanisms for SNS boundary regulation, In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (Austin, Texas, USA).GROUP ACM SIGCHI Int. Conf. Support. Group Work, 609–618. doi:10.1145/2207676.2207761

work page doi:10.1145/2207676.2207761 2012