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Record W4416608222 · doi:10.3389/fspor.2025.1688876

“I just wasn’t expecting it”: lived experiences of early menstruators and the impact of parental support in competitive dance

2025· article· en· W4416608222 on OpenAlexafffundabout
Margo E. K. Adam

Bibliographic record

VenueFrontiers in Sports and Active Living · 2025
Typearticle
Languageen
FieldMedicine
TopicMenstrual Health and Disorders
Canadian institutionsUniversity of Alberta
FundersUniversity of Alberta
KeywordsDanceLived experienceQualitative researchClothingPhoto elicitation

Abstract

fetched live from OpenAlex

Introduction: Menarche is a significant milestone in adolescence, yet the implications of early menarche [menarche before 12.72 years (Canadian mean)], remain insufficiently understood. Early menarche is generally linked to increased mental health risks, which may be intensified by the appearance-based pressures of competitive dance. Existing literature emphasizes menstrual disorders and delayed menarche, leaving early menarche in dance largely underexplored. Methods: This study investigated how young women in competitive dance perceive and experience early menarche, and how parental support influences dancers' ability to express needs and navigate this transition. Five dancers (Mage = 14.62) who experienced their first menstruation at 11.58-12.54 years (M = 12.24), participated in one-on-one semi-structured interviews, and five parents joined a focus group. Guided by interpretive description, data were analyzed using reflective thematic and functional analysis. Results: Three themes were generated to reflect athletes' experiences: Alone in the Spotlight: What It Means to Menstruate Early, Behind the Curtain: Presence and Absence of Support, and Dancing Through Discomfort: Symptoms, Struggles, and Strength. Two shared dancer-parent themes were generated: Step by Step: Mastering the Art of Hiding Periods and Choreographing Comfort: Medication for Period Symptoms. Three additional themes were generated to reflect parent experiences: The Prep Step: Early Education and Preparation Before Onset, Backstage Support: Helping Young Dancers Manage Their Period, and Dad's Got the Moves: Stepping Up for Her Cycle. Discussion: Findings from this research highlight the unique, multi-faceted challenges of early menarche in competitive dance and underscore the need for tailored education, support, and resources for dancers and their families.

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)0.000
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.281
Threshold uncertainty score0.338

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.012
GPT teacher head0.310
Teacher spread0.299 · 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 designObservational
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
Published2025
Admission routes3
Has abstractyes

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