MétaCan
Menu
Back to cohort
Record W4414340785 · doi:10.1080/26895269.2025.2560087

Narratives in ink: the transformative power of tattoos in gender affirmation for transgender and gender-diverse individuals

2025· article· en· W4414340785 on OpenAlexaff
Marina Bonato, Alberto Scala, Riccardo Amaglio, Giovanni Frattin, Paolo Meneguzzo, Anna Belloni Fortina, Andrea Garolla, Marina Miscioscia

Bibliographic record

VenueInternational Journal of Transgender Health · 2025
Typearticle
Languageen
FieldPsychology
TopicSexuality, Behavior, and Technology
Canadian institutionsChildren's & Women's Health Centre of British Columbia
FundersEuropean Commission
KeywordsTransformative learningFeelingReflexivityAngerNarrativePower (physics)TransgenderPersonal narrative

Abstract

fetched live from OpenAlex

Background Tattoos have long served as a form of self-expression and body modification. While research has explored their psychological and social dimensions, little attention has been given to their role in the gender affirmation pathways of transgender and gender-diverse (TGD) individuals. For TGD individuals, bodily modifications, both medical and esthetic, can be significant tools for self-determination and resistance to societal norms.Aim This study investigates the emotional, symbolic, and practical significance of tattoos for TGD individuals, focusing on their impact on self-esteem, body image, and personal identity. It explores the motivations behind tattooing, placement choices, and the role of tattoo artists, particularly in relation to tattoos used to cover or highlight surgical scars or represent gender-affirming narratives.Method A total of 26 self-identified TGD individuals participated in an online questionnaire, providing demographic data and details about their tattoos. Reflexive thematic analysis, as outlined by Braun and Clarke (Citation2006), was conducted to identify recurring patterns and meanings.Results Tattoos in this study encompassed diverse subjects, including cultural motifs, spiritual symbols, personal quotes, and animals. Many participants described their tattoos as tools for reclaiming medicalized bodies, affirming gender identity, and symbolizing transformation. Tattoos served as permanent markers of growth, and resilience. Scar-related tattoos were used to either highlight surgical scars or to conceal them. Participants also described tattoos as mechanisms for challenging gender norms, fostering healing, and alleviating dysphoria. Emotional responses included feelings of euphoria, pride, self-love, and empowerment, as well as frustration and anger toward societal barriers to gender diversity.Discussion The findings align with existing theories of embodiment, which frame the body as a site of both personal and political identity construction. Tattoos not only serve as a means of self-expression but also strengthen a sense of agency over one’s body. By acting as a counter-narrative to the medicalization of transgender identities, tattoos shift the discourse toward personal autonomy and self-affirmation.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.555
Threshold uncertainty score0.627

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
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 head0.108
GPT teacher head0.440
Teacher spread0.332 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations1
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueInternational Journal of Transgender HealthSame topicSexuality, Behavior, and TechnologyFrench-language works237,207