The prevalence and audience reach of food and beverage advertising on Chilean television according to marketing tactics and nutritional quality of products
Bibliographic record
Abstract
OBJECTIVE: In the light of Chile's comprehensive new restriction on unhealthy food marketing, we analyse food advertising on Chilean television prior to the first and final phases of implementation of the restriction. DESIGN: Content analysis of marketing strategies of 6976 advertisements, based on products' nutritional quality. Statistical analysis of total and child audience reached using television ratings data. SETTING: Advertising from television aired between 06.00 and 00.00 hours during two random composite weeks across April-May 2016 from the four broadcast and four cable channels with the largest youth audiences. RESULTS: Food ads represented 16 % of all advertising; 34 % of food ads featured a product high in energy, saturated fats, sugars and/or salt (HEFSS), as defined by the initial regulation. HEFSS ads were seen by more children and contained more child-directed marketing strategies than ads without HEFSS foods. If HEFSS advertising was restricted only in programmes where 20 % are children aged 4-12 years, 31 % of children's and 8 % of the general audience's HEFSS advertising exposure would be reduced. The newest 06.00-22.00 hours restriction captures 80 % of all audience exposure. CONCLUSIONS: HEFSS advertising was seen by a large proportion of children before Chile's regulation. Chile's first implementation based on audience composition should reduce a third of this exposure and its second restriction across the television day should eliminate most of the exposure. The current study is a crucial first step in evaluating how Chile's regulation efforts will impact children's diets and obesity prevalence.
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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 | 0.003 | 0.002 |
| 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 | 0.000 |
| 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".