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Record W4409437849 · doi:10.1186/s12887-025-05622-8

Feeding behavior in caregivers of 6- to 24-month-old infants and young children: a cross-sectional study from a district in a first-tier city in the southwestern region of China

2025· article· en· W4409437849 on OpenAlexaboutno aff
Yaodong Gu, Wentao Peng, Biru Luo, Xiufang Zhao, Li Zhao, Yuxin Tang, Guo Xin, Xiaomei Liu

Bibliographic record

VenueBMC Pediatrics · 2025
Typearticle
Languageen
FieldMedicine
TopicChild Nutrition and Feeding Issues
Canadian institutionsnot available
FundersDepartment of Science and Technology of Sichuan ProvinceHealth Commission of Sichuan ProvinceStrong
KeywordsMedicineCross-sectional studyEnvironmental healthChinaPediatricsDemography

Abstract

fetched live from OpenAlex

BACKGROUND: This study aimed to identify the correlation between feeding behavior of caregivers and feeding outcome of 6-24 months old infants and young children in a first-tier city in the southwestern region of China. The influencing factors of feeding behavior were explored in this study. METHODS: This cross-sectional study was conducted in 3 community health service centers in Chengdu, China from November 2017 to January 2018. A total of 725 infants and their caregivers participated in this study. Infant and young child feeding index (ICFI) was used to evaluate food preparation behavior. A questionnaire designed based on responsive feeding behavior (RFB) was used to evaluate the interaction behavior in the feeding process. The Z-score and the Montreal Children's Hospital Feeding Scale (MCH-FS) were used to evaluate the feeding outcomes. RESULTS: The prevalence of short stature and feeding difficulties was 12.1% and 61.5%, respectively, among infants and young children. The RFB score negatively correlated with feeding difficulties but did not statistically significantly correlate with malnutrition rate. The RFB score was influenced by caregivers' relationship with the child and health belief, including self-efficiency, benefit perception, attention to searching information on websites, and attention to employing professional nurses. ICFI negatively correlated with the rate of underweight but did not statistically significantly correlate with feeding difficulties. ICFI was influenced by the caregivers' age, registered residence, and health belief, including obstacle perception and attention to reading a book on feeding. CONCLUSIONS: Searching the information regarding RFB on websites and making a feeding plan with the help of professional nurses may enhance caregivers' RFB. Convenient and attractive reading materials might help caregivers overcome obstacles and adopt better feeding behavior.

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 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)0.000
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 score0.008
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
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 head0.024
GPT teacher head0.293
Teacher spread0.269 · 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 teacher head, 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
Published2025
Admission routes1
Has abstractyes

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