The Effects of Quality Books for Children and the Metacognitive Strategy on Students’ Self-Esteem Levels
Bibliographic record
Abstract
Using a quasi-experimental design with pre-test and post-test control groups, 93 eighth grade students were randomly assigned either to the experimental or to the control group and responded to the Rosenberg Self-Esteem Scale two weeks before and after the intervention. While the students in the experimental group were instructed in quality books for children and reading comprehension skills based on metacognitive strategy for 10 weeks, the control group only received typical non-quality books. Study results showed that while the pre-test self-esteem scores of the students in both groups were similar before the intervention, the post-test self-esteem scores of the students in the experimental group were significantly higher than of those in the control group. Quality books and metacognitive strategy for students may not only help improve reading comprehension but also may increase self-esteem level.
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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 | 0.002 | 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 | 0.000 |
| 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 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".