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Record W3022109553

Project Social [Fan]Work: Online Fandom Communities and the Identity Development, Social Support, and Resilience of Sexual and/or Gender Minority Youth

2018· dissertation· en· W3022109553 on OpenAlexaboutno aff
Lauren B. McInroy

Bibliographic record

VenueTSpace · 2018
Typedissertation
Languageen
FieldSocial Sciences
TopicGender, Feminism, and Media
Canadian institutionsnot available
Fundersnot available
KeywordsFandomGender studiesResilience (materials science)Identity (music)SociologyWork (physics)Media studiesEngineeringArt
DOInot available

Abstract

fetched live from OpenAlex

Emerging research indicates sexual and/or gender minority youth (SGMY) may actively use internet-enabled information and communication technologies (ICTs) to engage in important developmental tasks and resilience-building activities. There remains a substantial research gap, however, addressing particular online communities and contexts popular amongst the population. Underpinned by an integrated theoretical framework, Project Social [Fan]Work employed samples (n = 4942, n = 3665) drawn from an online mixed methods survey of SGMY (ages 14 – 29) across the United States and Canada to investigate the relationship between participation in online fandom communities and SGMY’s identity development and well-being. This dissertation is comprised of an introduction, three distinct papers, and a conclusion. Paper 1 uses mixed methods to explore the relationship between participation in online fandom communities, coming out, and self-identification – comparing the experiences of fandom participating versus non-fandom participating SGMY. Participating youth were younger, reached identity disclosure (i.e., coming out) milestones earlier and more rapidly, and identified with more complex identity labels. Paper 2 qualitatively investigates the influence of participation in online fandom communities on the identity development activities of SGMY. The overarching thematic framework emphasizes individualized experience based on personal developmental trajectory, as well as needs and preferences. Fandom offered unique opportunities for safe and anonymous identity discovery, exploration, and experimentation – encouraging validation, normalization, authenticity, and self-acceptance. Paper 3 uses mixed methods to examine online fandom communities as a source of social support, as well as the potential of fandom to facilitate resilience and positive adjustment for SGMY. Fandom participation had the potential to increase connectedness, provide opportunities for support and mentorship, facilitate navigation of challenges, and encourage feelings of strength. The first empirical, mixed methods study of SGMY’s experiences in such communities, this dissertation provides a coherent, emerging picture of the impacts of contemporary SGMY’s participation in online fandom. Results emphasize that the online contexts of fandom communities, rather than simply permitting recreational media production and/or consumption, provide crucial opportunities for SGMY to engage in developmental activities, access social support, and foster resilience and positive adjustment. Implications are proposed for multi-level social work practice, and directions for future research are recommended.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.103
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.002
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.116
GPT teacher head0.411
Teacher spread0.294 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2018
Admission routes1
Has abstractyes

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