Analyzing the levels of depressive symptoms among secondary school students in Canada and Turkey
Bibliographic record
Abstract
To examine the level of depressive symptoms of the secondary school students in Turkey and Canada has been aimed in this study. The research group of the study consists of 1050 secondary school students with the average age of 13. Their socio-economic levels are low in both countries, Canada and Turkey. Data has been analyzed by independent groups t-Test, Two Way ANOVA and Tukey HSD Test. The study revealed that the level of depressive symptoms of Turkish secondary school students has been found higher than the level of depressive symptoms of Canadian secondary school students. While the levels of depressive symptoms of the Canadian female students have been higher than male students, the level of depressive symptoms of Turkish students has not differentiated in terms of their genders. While the common interactions of the educational levels of Turkish students’ parents on depressive symptoms have been found significant, the levels of depressive symptoms of Canadian pupils have not presented any changes according to parents’ educational levels. The results of the study have been discussed and some suggestions have been presented. Keywords: depressive symptoms, secondary school students, early adolescent, Canada, Turkey.
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 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 | 0.002 | 0.001 |
| 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 | 0.001 |
| 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 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".