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Record W7126208506 · doi:10.47836/mjmhs.20.3.36

Malaysian Mothers’ Feeding Practices, Household Food Security and Picky Eating Behaviour: Lesson Learnt From Covid-19 Pandemic

2024· article· W7126208506 on OpenAlexaboutno aff
Connie Kee Lee Ung, Yi Xuan Ong, Kanimolli Arasu, Wai Yew Yang

Bibliographic record

VenueMalaysian Journal of Medicine and Health Sciences · 2024
Typearticle
Language
FieldHealth Professions
TopicFood Security and Health in Diverse Populations
Canadian institutionsnot available
Fundersnot available
KeywordsFood securityFood insecurityPandemicQuarter (Canadian coin)Household incomeHealthy eatingSocioeconomic status

Abstract

fetched live from OpenAlex

Introduction: Drastic changes in food access during the COVID-19 pandemic may impact families’ feeding practices, and eating behaviour. This study aimed to determine the association between maternal feeding practices, household food security status, and children’s picky eating among Malaysian mothers. Methods: A cross-sectional study was conducted virtually among 102 mothers with children aged from 5 to 12 years old (January-June 2022). Self-administered questionnaires on sociodemographic, feeding practices, household food security and child-picky eating behaviour were used. The statistical associations for key variables were analysed. Results: Most participants were Chinese mothers (87.3%) aged 30-39 years old (52.0%) with tertiary education (52.0%) and from middle to high household income (64.7%). Restriction domain had the highest median (interquartile range) score of 3.63 (1.00). A quarter of the household was experiencing food insecurity and about 34.3% of the children were classified as ‘picky eaters’. A significant difference was found for restrictive feeding practices and household food security status (3.75 (0.97) versus 3.13 (1.19), p=0.022), while mothers of picky eaters were more likely to pressure their children to eat compared to non-picky eaters (3.75 (0.75) versus 3.25 (1.00), p=0.01). Conclusion: Despite food secure status during the pandemic, two food parenting approaches (restriction and pressure to eat) were significantly associated with the household food security status and children’s picky eating behaviour. While the additional environmental stress from the COVID-19 pandemic could be transient, there should be consideration of the long-term impact of maternal feeding practices on the health and nutritional status of growing children.

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)0.001
metaresearch head score (Gemma)0.002
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.013
Threshold uncertainty score0.026

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
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 head0.485
GPT teacher head0.505
Teacher spread0.020 · 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

Citations2
Published2024
Admission routes1
Has abstractyes

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