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Record W4417526046 · doi:10.18357/ijcyfs164202522592

HAPPINESS PERCEPTIONS OF PRESCHOOLERS AND PARENTAL STRATEGIES USED TO INCREASE CHILDREN’S HAPPINESS

2025· article· en· W4417526046 on OpenAlexvenueno aff
Cicek Eminanc, İlknur Tarman

Bibliographic record

VenueInternational Journal of Child Youth and Family Studies · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEarly Childhood Education and Development
Canadian institutionsnot available
Fundersnot available
KeywordsHappinessPolyclinicVariety (cybernetics)PerceptionQualitative researchExperience sampling method

Abstract

fetched live from OpenAlex

This qualitative research study aimed to evaluate how preschoolers aged 4 to 5 perceived “happiness” and the strategies parents use to make their children happier. The criteria sampling approach, a purposeful sampling technique, was utilized to create the study group, which included 20 preschoolers and their parents who had applied for assessment by the Child Development Polyclinic of a maternity and pediatrics hospital in Istanbul, Türkiye. Apart from demographic information, the data employed in the study comprised semi-structured interviews and children’s descriptions of their drawings; these were analyzed using content analysis. The study’s findings showed that the children used adjectives that express positive emotions, such as “laughing”, “joyful”, and “loving”, to describe their feelings, and were reported being happy when they engaged in play-based activities such as playing video games, watching television, engaging in sports, and visiting the beach or the park. The children’s picture drawings of happiness mostly featured aspects of play and nature. One of the research’s most significant results is that parents employed a variety of methods to make their children happy, like playing games, taking them on walks, taking them to the park, and cooking their desired foods. The article concludes with suggestions based on the findings obtained from the research.

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)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.011
Threshold uncertainty score0.022

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.002
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0000.001
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 head0.022
GPT teacher head0.340
Teacher spread0.317 · 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 designObservational
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
Published2025
Admission routes1
Has abstractyes

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