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Record W4391405386 · doi:10.23977/aetp.2024.080112

Research on the Problems and Improvement Strategies of Family Education Guidance in Primary and Secondary Schools

2024· article· en· W4391405386 on OpenAlexvenueno aff
Jun Wen

Bibliographic record

VenueAdvances in Educational Technology and Psychology · 2024
Typearticle
Languageen
FieldEnvironmental Science
TopicEducational Reforms and Innovations
Canadian institutionsnot available
Fundersnot available
KeywordsPrimary (astronomy)Mathematics educationPrimary educationMedical educationPedagogyPsychologyMedicinePhysics

Abstract

fetched live from OpenAlex

In China, family education plays a crucial role in the development of primary and secondary school students. However, the current guidance for family education faces several issues: unclear responsibilities, singular modes of guidance, and incomplete content. These problems pose challenges for students in their home-based education, limiting their overall development. The inadequacies in family education guidance are also linked to factors such as school education, practical realities, teacher capabilities, and the absence of legal frameworks. Therefore, addressing these concerns and implementing corresponding improvement strategies hold significant importance in fostering the comprehensive development of primary and secondary school students. This article delves into the problems existing in family education guidance for Chinese primary and secondary schools, examines their causes, and proposes strategies for improvement. Research identifies that issues in family education guidance primarily manifest in unclear responsibilities, singular guidance methods, and incomplete content. The roots of these problems stem from improper handling of the relationship between schools and family education, constraints imposed by practical realities on educational practices, inadequate capabilities of teachers in providing family education guidance, and the lack of legal mechanisms holding individuals accountable for family education. To tackle these challenges, suggestions include the update of educational ideologies, strengthening parental involvement in school affairs, establishing parental committees, and enriching the content of family education guidance.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.013
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.084
Threshold uncertainty score0.168

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.013
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0050.002
Scholarly communication0.0030.003
Open science0.0020.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.026
GPT teacher head0.389
Teacher spread0.363 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

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