Prejudice, Integrativeness, and Motivation to Learn a Second Language: A Mediation Analysis
Bibliographic record
Abstract
The role of prejudice in second-language acquisition has received little attention but may be related to an individual’s motivation to learn another language. For instance, learners who express high Social Dominance Orientation or Right-Wing Authoritarianism, constructs reflective of prejudice and worldviews that endorse hostility towards or fear of outgroup members, may be less motivated to learn a second language. Moreover, increased Social Dominance Orientation and/or Right-Wing Authoritarianism scores may be associated with reduced motivation to learn a second language due to the impact of prejudice on Integrativeness, which is the extent to which a person has an interest in learning a second language and in interacting with members who speak that second language. The current study sought to test these associations with a sample of 110 college participants learning French as a second language in a bilingual institution. Integrativeness was found to fully mediate the relations between Social Dominance Orientation, Right-Wing Authoritarianism, and Motivation to learn a second language. Results suggest the importance of examining the role of prejudice in second-language acquisition.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 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) | 0.003 | 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".