Assessing attitudes toward seeking psychological professional help among adolescents: the roles of demographics and self-esteem
Bibliographic record
Abstract
BACKGROUND: Various factors associated with attitudes toward the utilization of professional psychological help among the school-going population have been explored, but studies from Arabian Gulf countries are lacking. This study aimed to assess attitudes toward seeking professional psychological help, examine how demographic factors and self-esteem are associated with seeking psychological help, and understand the interaction between these variables. METHODS: A cross-sectional correlational design was used. A random sample of Omani secondary school students (n = 2165) aged 15-18 years completed the demographics sheet, the Scale of Attitudes Toward Seeking Professional Psychological Help (SATSPH), and the Rosenberg self-esteem scale. Hierarchical regression analysis with interaction was performed to test the moderating role of self-esteem in the relationship between selected demographics and attitudes toward seeking professional psychological help (ATSPH). RESULTS: Most of the adolescents exhibited poor attitudes toward ATSPH. The findings demonstrated a significant moderating effect of self-esteem on the relationship between demographics (sex and age) and ATSPH (ΔR 2 = 0.002, F (7, 2156) = 4.839, p < 0.001). In terms of sex, women may have more positive attitudes toward seeking help than men. However, when self-esteem is considered, the positive effect of being female can reverse at higher levels of self-esteem, suggesting that men with higher self-esteem may have more positive attitudes toward seeking help than women with higher self-esteem. Furthermore, initially, age was not significant. However, when self-esteem was introduced as a moderator, age was a significant predictor. These findings indicate that the effect of age on seeking professional psychological help is influenced by self-esteem. CONCLUSIONS: This study highlights that attitudes toward seeking professional psychological help among Omani adolescents are generally poor and are influenced by both demographic factors and self-esteem. Although women tend to have more positive attitudes than men do, this can change with varying levels of self-esteem. Similarly, the effect of age on these attitudes is dependent on self-esteem levels. This underscores the complex interplay between demographic factors and self-esteem in shaping attitudes toward psychological help-seeking behaviors. Therefore, more studies of this nature are warranted.
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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 | 0.000 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 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".