Cross-national trends in perceived school pressure by gender and age from 1994 to 2010
Bibliographic record
Abstract
BACKGROUND: Pressure within school can be a critical component in understanding how the school experience influences young people's intellectual development, physical and mental health and future educational decisions. METHODS: Data from five survey rounds (1993/1994, 1997/1998, 2001/2002, 2005/2006 and 2009/2010) were used to examine time-, age- and gender-related trends in the amounts of reported school pressure among 11-, 13- and 15-year-olds, in five different regions (North America, Great Britain, Eastern Europe, Nordic and Germanic countries). RESULTS: Across the regions the reported perceptions of school pressure did not change between 1994 and 2010, despite a temporary increase in 2002 and 2006. With the exception of children at 11 years of age, girls reported higher levels of school pressure than boys (Cohen's d from 0.12 to 0.58) and school pressure was higher in older age groups. These findings were consistent across countries. Regionally, children in North America reported the highest levels of school pressure, and students in the Germanic countries the lowest. CONCLUSION: Factors associated with child development and differences in societal expectations and structures, along with the possible, albeit, differential impact of the Programme for International Student Assessment (PISA), may partially explain the differences and trends found in school pressure. School pressure increases alongside the onset of adolescence and the shift from elementary school to the higher demanding expectations of secondary education. Time-related increases in school pressure occurred in the years following the release of the PISA results, and were larger in those regions in which results were less positive.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".