Abstract P210: Associations Of Early Parental Feeding Concerns And Behaviors With Child’s Dietary Intakes Throughout Childhood
Bibliographic record
Abstract
Introduction: Parental feeding behaviors have been found to be associated with dietary intakes and weight status in children, although the longitudinal associations of parental feeding behaviors in early life with diet later in childhood have been scarcely studied. Hypothesis: We hypothesized that parental feeding restriction, pressure to eat, and concerns about child’s weight would be associated with poorer diet quality throughout childhood. Methods: Among 1172 mother-child pairs from Project Viva, we examined associations of parental feeding behaviors at 2 years assessed via questions from the Child Feeding Questionnaire (behaviors dichotomized as yes vs. no) with diet quality in early (mean: 3.2, SD 0.2 years; n=1076) and mid-childhood (mean: 7.8, SD 0.7 years; n=993) assessed via food frequency questionnaires. We used linear regression models adjusted for socio-demographic characteristics, maternal and paternal body mass index, and maternal diet quality in pregnancy. Results: At 2 years postpartum, 47% of parents pressured/encouraged their child to eat more, 8% restricted their intakes, 15% were concerned about their child being overweight and 7% about their child being underweight. Parental pressure to eat at 2 years was associated with higher child intake of fruit juice (β 0.17 serving/day; 95% CI 0.01, 0.34) and snack foods (0.12 serving/day; 0.01, 0.22) in early childhood and with lower youth healthy eating index score (-1.32 points; -2.54, -0.10; score from 0 to 85 points) in mid-childhood. Parental feeding restriction at 2 years was associated with lower intake of sugar-sweetened beverages (-0.17 serving/day; -0.27, -0.06) in early childhood and with lower intake of dairy (-0.29 serving/day; -0.56, -0.02) in mid-childhood. Parental concerns about their child being underweight was associated with lower youth healthy eating index score (-2.18 points; -4.30, -0.05; score from 0 to 95 points) in early childhood while concerns about their child being overweight was associated with higher intakes of red and processed meat (0.14 serving/day; 0.04, 0.23) in early childhood and higher intake of baked products in mid-childhood (0.07 serving/day; 0.01, 0.13). Conclusions: We found that early parental feeding behaviors may have a modest contribution to dietary intakes throughout childhood. However, only a few associations persisted after adjusting for socio-economic and parental characteristics and effect sizes were modest. Strategies to improve diet quality in children might need to focus on the broader family and socio-economic context.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".