The Formation Logic and Counteractions of Parents' Educational Anxiety Accompanying the Introduction of Double Reduction Policy
Why this work is in the frame
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Bibliographic record
Abstract
After the implementation of “double reduction” policy, parental education anxiety becomes a hit subject in the society. Aimed to figure out formation logic and countermeasures of it, this paper adopts literature survey method, through numerous researches, discovers that on the one hand, the policy has comprehensively standardized cram schooling market, optimized the homework design and relieved students’ burden, which renders the overall educational ecology sustainable. But on the other hand, affected by multiple factors, such as the weakening function of family education, the imbalance between the supply and demand of educational resources, single selection criterion and unpredictable educational deviation, parents’ educational anxiety keeps swelling, bearing several features like the heterogeneity of anxiety, classification of anxious crowds, different stages of anxiety and intergenerational mobility. Therefore, only by synchronous implementation of multiple measures, reconstructing education ecological system, standardizing the policy and continuing to strengthen faculty force, can we relieve parental education anxiety and give a push to the genuine implementation of “double reduction” policy.
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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 | 0.001 |
| Science and technology studies | 0.001 | 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 it