Social psychological aspects of bilinguality: culture and identity
Bibliographic record
Abstract
In the preceding chapters we have discussed the bilingual individual's language development and behaviour. We have insisted all along that the roots of this behaviour are to be found in social interactions which occur in social networks; both are embedded in broader social structures, such as groups, classes, etc. In the present chapter we analyse, from a social psychological perspective, the relationships between the individual and the sociocultural group or groups around him when two or more languages are in contact. More specifically we focus on the following: the relationship between language and culture (Section 8.1); the development of ethnolinguistic identity (Section 8.2); bilinguality and ethnolinguistic identity (Section 8.3); bilinguality, perceptions and attitudes (Section 8.4) and the social psychological aspects of L 2 acquisition (Section 8.5). The bilingual's development and behaviour cannot be considered independently from society, its structure and its cultural dimension. It must be borne in mind that the development of language, and hence of bilinguality, is part and parcel of the socialisation process through which a child becomes a member of a given social group (see Section 4.1.1). The psychological mechanisms which result from this process should therefore be analysed within the framework of society and of the cultures in which they develop. LANGUAGE AND CULTURE All definitions of culture agree that language is an important part of culture. There is a consensus that culture is a complex entity which comprises a set of symbolic systems, including knowledge, norms, values, beliefs, language, art and customs, as well as habits and skills learned by individuals as members of a given society.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.005 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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 source (direct Gemma or distilled Codex), 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".