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Table 1From “A public forum is not a market survey”

How public material becomes a research claim

Every step adds analytical value and removes some of the original field. The final sentence should carry the boundary with it.

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Table 1How public material becomes a research claim

StageWhat becomes visibleWhat remains missing
ExperienceWhat happens inside the branded spacePeople who never enter, return or speak
Public postA user's chosen description of the experienceSilent users and private interpretations
Searchable archiveMaterial that can be found and retainedDeleted, unindexed or inaccessible material
Selected corpusMaterial chosen for the research questionEverything outside the case and selection rule
Coded themeLanguage interpreted through a codebookMeaning that the codebook fails to notice
Published claimA sentence the researcher is willing to defendThe uncertainty removed by compression

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Source: Author's reconstruction of the 2023 Roblox research pipeline and its evidence boundaries.

PNG4:3, 1600 × 1200, with the title, the source line and the attribution set in the image isoglu-2026-a-public-forum-is-not-a-market-survey-fig01.png

Source and evidence

Each line names a claim related to this exhibit, its source, and how it was checked.

  • B SI23-C3 The material combined observation with public discussions, reviews, descriptions, profiles and user-generated contentSubmitted Isoglu (2023) bachelor thesis, method and findings
  • B SI23-C4 Private or semi-private material, including in-game chat, was excluded and no demographic sample was collectedSubmitted Isoglu (2023) bachelor thesis, ethics and limitations
  • B SI23-C10 The study is a purposive qualitative case account and not a representative or causal estimateSubmitted Isoglu (2023) bachelor thesis, method and limitations
  • A OR24-C1 Brand polarization is defined by strong feeling at both ends rather than by mixed opinion: "polarization maintains strong emotions at both ends of the spectrum, concurrently attending to the antipodes of brand love and brand hate", and as an outcome it is a brand property: "As an outcome, polarization is a property of a brand, where a polarizing brand causes sharp division into opposing groups of individuals"Osuna et al. (2024)

Grades: A, verified against the printed page of the primary source · B, primary source, text layer only · C, authoritative secondary · D, reported.

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APA 7

Isoglu, S. (2026). How public material becomes a research claim [Table]. isoglu.com. https://isoglu.com/insights/exhibits/isoglu-2026-a-public-forum-is-not-a-market-survey-fig01/

BibTeX
@misc{isoglu-2026-a-public-forum-is-not-a-market-survey-fig01,
  author = {Isoglu, Sinan},
  title = {{How public material becomes a research claim}},
  year = {2026},
  howpublished = {Table 1, isoglu.com},
  url = {https://isoglu.com/insights/exhibits/isoglu-2026-a-public-forum-is-not-a-market-survey-fig01/},
  note = {From the essay {A public forum is not a market survey}}
}
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<figure>
  <a href="https://isoglu.com/insights/exhibits/isoglu-2026-a-public-forum-is-not-a-market-survey-fig01/">
    <img src="https://isoglu.com/social/isoglu-2026-a-public-forum-is-not-a-market-survey-fig01.png" alt="Table 1: How public material becomes a research claim" width="3200" height="2400">
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  <figcaption>Table 1: How public material becomes a research claim. Source: Author&#39;s reconstruction of the 2023 Roblox research pipeline and its evidence boundaries. <a href="https://isoglu.com/insights/exhibits/isoglu-2026-a-public-forum-is-not-a-market-survey-fig01/">View exhibit</a>.</figcaption>
</figure>