Factors Affecting Initiation and Duration of Breastfeeding Among Off-Reserve Indigenous Children in Canada
Bibliographic record
Abstract
Indigenous children in Canada are less likely to be breastfed compared to non-Indigenous children; however, little information about rates and correlates of breastfeeding exist. We used a nationally representative survey to examine breastfeeding initiation (n = 9,330) and duration (n = 6,760) among First Nations, Métis, and Inuit children. In our sample, 72.5% of children had been breastfed, and 57.9% of these individuals were breastfed until six months. Factors associated with increased breastfeeding included mothers’ educational attainment, children’s weight at birth, mothers' residential school attendance, and region of residence. Having Indian Status and lower household income were associated with lower breastfeeding initiation and duration. Our findings suggest that targeted efforts to encourage and support breastfeeding among Indigenous women are needed. Additional research using contemporary data are required in Canada.
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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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".