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The Role of Psychological Adaptation in the Process of Self-Realization of Gifted Students

2025· article· en· W4408724563 on OpenAlexvenueno aff
Myroslava Sadova, Galyna Lapshun, Iryna Samokhvalova, Vusal Elshad Oglu Abdullayev, Nadiia Komarivska

Bibliographic record

VenueJournal of Intellectual Disability - Diagnosis and Treatment · 2025
Typearticle
Languageen
FieldPsychology
TopicPsychology of Development and Education
Canadian institutionsnot available
Fundersnot available
KeywordsSelf-realizationAdaptation (eye)PsychologyRealization (probability)Process (computing)Developmental psychologyCognitive psychologySocial psychologyComputer scienceMathematicsNeuroscienceProgramming language

Abstract

fetched live from OpenAlex

Background: The gifted students' ability for psychological adaptation determines their effectiveness in achieving self-realization and successfully addressing educational and professional challenges. Objective: The aim of the study was to assess the level of students' psychological adaptation and identify key factors affecting their academic and professional self-realization. The effectiveness of psychological interventions intended to improve adaptation processes was also analyzed. Methods: The study employed the following methods as the psychodiagnostic tools: Psychological Adaptation Scale, Rosenberg Self-Esteem Scale, Emotional Quotient Inventory, and Student Self-Efficacy Scale. Experimental interventions included psychological training. Correlation analysis, multiple regression, and t-tests for dependent samples were used for data analysis. Results: The results showed that the level of students' psychological adaptation increased from 3.85 to 4.45 (t = 5.20, p < 0.001) after psychological training. The level of stress resistance increased from 3.70 to 4.30 (t = 4.85, p < 0.001). The level of self-realization also increased from 3.95 to 4.55 (t = 4.95, p < 0.001). Correlation analysis revealed a significant positive relationship between students' emotional regulation, social support, and self-realization (r = 0.57, p < 0.01). Conclusion: The practical significance of the study is that psychological training effectively develops adaptive skills. This increases the level of students' self-realization, which can be used for the development of university support programs. The prospects for further research include expanding the sample and examining the long-term effects of the interventions.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.038
GPT teacher head0.398
Teacher spread0.360 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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