Strategies and types of social and psychological adaptation of international students studying in London
Why this work is in the frame
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Bibliographic record
Abstract
Results of the research on adaptation of foreign students of the technical and humanitarian directions of training studying in London in the number of 32 people are presented. The strategies of adaptive behaviour of foreign students are defined: positive (types of adaptability, interactivity), conformal (conformal and aloof types) and negative (depressive and nostalgic types of adaptation) – and interrelations of the revealed strategies with life sense, values and personal traits. The positive strategy, including adaptive and interactive types of adaptation, is characterized by 35 interrelations of these types of adaptation with personal and valuable-sense scales that demonstrates the comprehension of their life and orientation at self-actualization values. The nostalgic and depressive types defining the negative strategy of adaptation (37.5 per cent) don not promote socialization, self-actualization and effective social and psychological adaptation of foreign students. The nostalgic type of adaptation has 16 interrelations with research variables, and 13 of them are negative – with Personal traits, 1 positive – with Personal traits (neuroticism) and 2 negative – with Self-actualization and Values (prestige). It is defined that only the foreign students accepting the negative strategy of adaptation have an emotional unbalance and emotional discomfort.
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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 | 0.000 | 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 | 0.000 | 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) | 0.000 | 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