Television content and attention deficit/hyperactivity disorder (ADHD) symptoms: Testing the relationship on preschoolers
Bibliographic record
Abstract
The present study examined the role that the violent television plays in the manifestation of Attention Deficit/Hyperactivity Disorder (ADHD) symptoms in a Canadian sample of preschool-aged children. The parents of preschool-aged children at increased risk (n = 8) and low risk (n = 25) for ADHD provided information about their child’s television viewing patterns and favourite programs. Separate ANOVAs were used to evaluate the relationship between the group status and the amount of television viewing per day and the level of violence in their preferred television program. Results indicated that television exposure is not significantly related to the manifestation of ADHD symptoms in a Canadian sample of preschool-aged children. These findings partially replicate those from a recent study indicating lack of correlation between television exposure and ADHD associated behaviours in children at-risk of ADHD. However, further research should be conducted with a larger sample size.
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How this classification was reachedexpand
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".