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Record W4413206956 · doi:10.23977/aetp.2025.090414

Research on the Influencing Factors and Cultivation of Adolescents' Sense of Meaning in Life from the Perspective of Positive Psychology

2025· article· en· W4413206956 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 · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicEducational Reforms and Innovations
Canadian institutionsnot available
Fundersnot available
KeywordsPerspective (graphical)Meaning (existential)PsychologyPurpose in lifeSocial psychologyPositive psychologyEpistemologyPhilosophyPsychotherapistMathematics

Abstract

fetched live from OpenAlex

Currently, the mental health problems of adolescents are becoming increasingly serious, among which depression and suicide are closely related to the lack of a sense of meaning in life. From the perspective of positive psychology, the sense of meaning in life, as an important positive psychological resource, can help individuals cope with crises and setbacks, enhance psychological resilience, and promote physical and mental health. Based on Steger and Wong's theoretical framework, the study explored the positive factors affecting adolescents' sense of meaning in life, including positive emotions, positive personality traits (extraversion, appropriateness), and positive social organization systems (e.g., social connections, prosocial behaviors, and family upbringing styles). Based on these findings, this paper proposes a systematic cultivation strategy that integrates the construction of a multifaceted education system for positive emotions and meaning exploration, optimizes family upbringing to strengthen the sense of belonging and autonomy, expands opportunities for prosocial behaviors and social connections, and fosters positive traits and self-regulation abilities. The aim is to provide both theoretical and practical guidance on adolescents' mental health education and to contribute to the enhancement and comprehensive development of their sense of meaning in life.

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)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.088
Threshold uncertainty score0.488

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.025
GPT teacher head0.409
Teacher spread0.384 · 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