Part of the Team: The Social Identity Questionnaire for Sport Parents (SIQS-P)
Bibliographic record
Abstract
Drawing from theory of the multidimensional nature of social identity, the purpose of this study was to assess an adapted measure of social identity in sport that captures the extent to which parents identify with their child’s team. Using the Social Identity Questionnaire for Sport (SIQS) with items specifically modified for parents, we assessed competitive youth sport parents’ perceptions of ingroup ties, cognitive centrality, and ingroup affect. Using an exploratory and confirmatory analysis process, a conceptually grounded three-factor structure was supported in a sample of 788 ice hockey parents. Measurement invariance testing found strong invariance for the measurement tool based on participants’ biological sex, previous sport experience, and proximal competition outcome. Finally, differences emerged when comparing latent means across their child’s most recent game outcome. Taken together, this study offers a novel tool to better understand and measure perceptions of social identity among sport parents.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".