ArticleThe international journal of behavioral nutrition and physical activity2023
Towards effective restriction of unhealthy food marketing to children: unlocking the potential of artificial intelligence.
Article in The international journal of behavioral nutrition and physical activity, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.
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Who cites it
12 citing papers in PubMed, 1 synthesis or guideline pooled it, 20 citations in OpenAlex.
- Exploring factors influencing complementary feeding practices in Asia from parents' and caregivers' perspectives: A qualitative systematic review.Nutrition & dietetics : the journal of the Dietitians Association of Australia · 2026Pooled it
- Integrating Policies that Enable Minimally Processed Foods with Policies that Restrict Ultra-Processed Foods for Obesity and Noncommunicable Disease Prevention.Current obesity reports · 2026Review
- The Urgent Need to Harness Public Health Interventions to Tackle the Burden of Cardiovascular Diseases in Africa: Opportunities, Challenges, and Recommendations.Health science reports · 2026Article
- Artificial intelligence in child nutrition and eating behavior: from prediction to gastronomic mediation.Frontiers in nutrition · 2026Review
- Commercial determinants of health: case study of ultra-processed food companies in Thailand.Globalization and health · 2025Article
- Would Reducing Children's Exposure to Food Advertising Prevent Unhealthy Weight Gain?Current obesity reports · 2025Review
- Consumers acceptability of using screen capture methods to capture marketing strategies on online food delivery platforms: a qualitative study.Public health nutrition · 2025Article
- Article
- The alarming rise of lifestyle diseases and their impact on public health: A comprehensive overview and strategies for overcoming the epidemic.Journal of research in medical sciences : the official journal of Isfahan University of Medical Sciences · 2025Review
- Influencing children: food cues in YouTube content from child and youth influencers.BMC public health · 2024Article
- Food environments in the Pacific region and efforts to improve them: a scoping review.Public health nutrition · 2024Article
- Revolutionising food advertising monitoring: a machine learning-based method for automated classification of food videos.Public health nutrition · 2023Article
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Authors and funding
2 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The World Health Organization recommends that member states enact policies to limit unhealthy food marketing to children. Chile enacted relatively stringent laws that restrict unhealthy food marketing to children in two phases, beginning in 2016. Dillman-Carpentier and colleagues examined the incremental effectiveness of the first and second phases of Chile's policy in limiting children's exposure to unhealthy food marketing on television relative to pre-policy. Banning advertisements for all 'high-in' products (i.e., those that exceeded thresholds for energy, saturated fats, sugars and/or sodium) during the daytime (phase 2) was more effective in reducing children's exposure to unhealthy food marketing on television than only banning 'high-in' marketing during programs with large child audiences (phase 1). These findings underscore the importance of implementing comprehensive policies that reduce children's exposure to all marketing for unhealthy foods-not simply that which targets them directly-to better protect them from its negative impacts. However, although policies in Chile and other nations have reduced children's exposure to unhealthy food marketing in broadcast media, it is not clear whether such policies have meaningfully reduced children's overall food marketing exposures. This is partly due to the challenges of studying children's digital food marketing exposures, which are an increasingly important source of unhealthy food marketing. To address these methodologic gaps, several research teams are developing artificial intelligence (AI)-enabled systems to assess food marketing to children on digital media and support efforts to monitor compliance with policies that restrict this marketing. These and other AI systems will be essential to comprehensively and systematically study and monitor food marketing to children on digital media internationally and at scale.
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