Information and Support Needs among Parents of Young Children in a Region of Canada: A Cross‐Sectional Survey
Why this work is in the frame
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Bibliographic record
Abstract
OBJECTIVE: To determine the information and support needs among parents of young children in a region of Canada. DESIGN AND SAMPLE: A cross-sectional survey was mailed to a stratified random sample of 1,064 parents of children aged 6 years and under. Of the 359 respondents, the majority were Caucasian, female, married, and well educated. MEASURES: An investigator designed questionnaire measured preferred sources of parenting information and support, sources and modes of program delivery, and perceived barriers to accessing information and programs. RESULTS: Breastfeeding, car seat safety, caring for a new baby, supporting their child's development, and sleep issues were considered "somewhat" or "very" important by 95.8% of respondents. Informal sources of support were rated as more important and more valuable than formal supports. The internet, drop-in programs for parents and children, books, organized play groups, classes and information sessions were identified as the most preferred modes to access parenting information. Respondents reported a lack of knowledge and awareness of programs, lack of time, lack of child care, and inconvenient scheduling as the top barriers to accessing information and programs. CONCLUSIONS: Parents want information to support their parenting. These results have implications for planning and implementation of future parenting information and support programs and services.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it