Psychological predicates for the development of neurotic symptomatics in migrant students
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Bibliographic record
Abstract
In Russia, educational migration ranks fourth among the reasons for migration. During educational migration, students experience stresses similar to those of Russian students associated with the passage of stages of development in relation to age, academic stress, intensified by moving and separation from important people, and stress inherent in the transfer processes: acculturation, associated with finding oneself in an unfamiliar culture and the need to handle complex concepts in an unfamiliar language, which, when delayed, flows into cumulative stress. All of these types of stress affect the health of students. Russian universities are interested in graduating not only erudite, but also healthy specialists and potential fellow citizens. This article presents data from an experimental study of the formation of neurotic disorders, alexithymia and situational and personal anxiety in migrant students in connection with the level and timing of adaptation to determine the targets of primary impact and correction, as well as highlight the relationship between neuroses, anxiety and alexithymia. The study included a sample of students living in Novosibirsk: 109 migrant students from Central Asian countries in the 1–3rd courses of study in adolescence from 17 to 20 years old (17.81±0.90). The following methods were used: Toronto alexithymic scale — 26, Spielberger — Hanin anxiety scale, STAI, Heck — Hess neuro- sis express diagnostic questionnaire and BFB. The significance of differences between individual indicators in the groups was determined using the Mann — Whitney U-test, and Spearman’s rank correlation coefficient was used for the level of relationships. The study showed a high level of anxiety, alexithymia and neurotic reactions in poorly adapted migrant students. More adapted migrant students showed lower rates of alexithymia and anxiety, while maintaining high rates of susceptibility to neurotic disorders, with prolonged acculturation. Thus, the timing of adaptation becomes important target for correction, with the need for events and trainings that raise awareness of Russian culture and mentality.
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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