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Record W4404253910 · doi:10.23977/aetp.2024.080618

Research on the Practice of Digital Innovation Technology Enabling Family Education—Taking the Cultivation of Psychological Literacy of Primary School Students as an Example

2024· article· en· W4404253910 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueAdvances in Educational Technology and Psychology · 2024
Typearticle
Languageen
FieldEnvironmental Science
TopicEducational Reforms and Innovations
Canadian institutionsnot available
Fundersnot available
KeywordsLiteracyPsychologyPedagogyMathematics educationSociologyMedical educationMedicine

Abstract

fetched live from OpenAlex

This paper takes the cultivation of psychological literacy of primary school students as an example to explore the practice of digital innovation technology in family education. With the rapid development of science and technology, digital innovation technology has penetrated into various fields, and family education is no exception. By analyzing the characteristics of digital innovation technology and the needs of family education, this paper proposes a method of cultivating the psychological literacy of primary school students based on digital innovation technology. First, this paper introduces the digital innovation technology, the concept of family education and related theories, including the Internet, mobile applications, virtual reality, etc. Then, the advantages of digital innovation technology in family education include convenience, interactivity, and personalization.Taking the psychological literacy cultivation of primary school students as an example, the application method and practical effect of digital innovation technology in family education are elaborated in detail. The practice shows that the method of cultivating students' psychological literacy of primary school students based on digital innovation technology has remarkable effect. On this basis, this study puts forward corresponding measures in the aspects of online emotion diary, virtual reality interactive experience, personalized psychological counseling software, digital storytelling, online game therapy, cloud home-school cooperation platform, emotion recognition training courses, big data-driven growth assessment and so on. In short, this paper proposed a method of cultivating psychological literacy of primary school students based on digital innovation technology, and achieved good results in practice. In the future, with the continuous development and popularization of digital innovation technology, it is believed that its application in family education will be more extensive and in-depth, and provide new opportunities and challenges for the development of family education.

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.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.234
Threshold uncertainty score0.512

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.006
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.066
GPT teacher head0.494
Teacher spread0.428 · 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