The Role of Cultural Identity Clarity for Self-Concept Clarity, Self-Esteem, and Subjective Well-Being
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Knowing oneself and experiencing oneself as clearly defined has been linked to positive self-esteem and psychological well-being; however, this association has been tested only at the level of personal identity. The authors propose that a clear cultural identity provides the individual with a clear prototype with which to engage the processes necessary to construct a clear personal identity and, by extension, to achieve self-esteem and well-being. For samples of undergraduate students, Anglophone Quebecers, Francophone Québécois, Chinese North Americans, and Aboriginal Canadians, cultural identity clarity was positively related to self-concept clarity, self-esteem, and markers of subjective well-being. The relationship between cultural identity clarity and both self-esteem and well-being was consistently mediated by self-concept clarity. Interventions designed to clarify cultural identity might have psychological benefits for individuals facing cultural identity challenges.
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.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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 it