The estimated impact of mandatory front-of-pack nutrition labelling policies on adult obesity prevalence and cardiovascular mortality in England: a modelling study
Evans, R. K.; O'Flaherty, M.; Kypridemos, C.; Putra, I. G. N. E.; Robinson, E.; Colombet, Z.
Show abstract
ObjectivesSince 2013, industry-endorsed front-of-pack traffic light labels have been implemented voluntarily on packaged food in the UK. The UK Government is now considering alternative labelling approaches which may be more effective, such as Chiles mandatory nutrient warning labels. The primary aim of this study was to model the likely impact of implementing mandatory front-of-pack nutrition labels in England on energy intake and consequent population-level obesity, and, secondarily, cardiovascular disease (CVD) mortality. DesignMicrosimulation modelling analysis SettingEngland ModelA microsimulation model (2024-2043) to estimate the impact of changing front-of-pack nutrition labels in England. The two main policy scenarios tested were mandatory implementation of (i) traffic light labels and (ii) nutrient warning labels. For each scenario, the impact of the policy through assumed changes in energy intake due to consumer behaviour change and reformulation was modelled. Main outcome measuresChange in obesity prevalence (%) and CVD deaths prevented or postponed. ResultsCompared to the baseline scenario (current voluntary implementation of traffic light labelling), mandatory implementation of traffic light labelling was estimated to reduce obesity prevalence in England by 2.28% (95% UI -4.06 to -0.96) and prevent or postpone 17000 (95% UI 4700 to 48000) CVD deaths. Mandatory implementation of nutrient warning labelling was estimated to have a larger impact; a 3.68% (95% UI -9.94 to -0.18) reduction in obesity prevalence and the prevention/postponement of 29000 (95% UI 1200 to 110000) CVD deaths. ConclusionsThis work offers the first modelled estimation of the impact of introducing mandatory front-of-pack nutrition labels on health outcomes in the adult population in England. Findings suggest that mandatory implementation of nutrient warning labels would reduce rates of obesity and CVD deaths, compared to current voluntary or mandatory implementation of traffic light labelling, and should therefore be considered by the UK government. FundingEuropean Research Council (Grant reference: PIDS, 8031940).
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Assessing the impact of a mandatory calorie labelling policy in out-of-home food outlets in England on consumer behaviour: a natural experimental study 96%
- The potential health impact and healthcare cost savings of different sodium reduction strategies in Canada 96%
- Is the Healthy Start scheme associated with increased food expenditure in low-income families with young children in the United Kingdom? 95%
Similar papers in this journal
- To be climate-friendly, food-based dietary guidelines must include limits on total meat consumption – modeling from the case of France 93%
- The impact of deprivation and neighbourhood food environments on home food environments, parental feeding practices, and child eating behaviours, food preferences and BMI: The Family Food Experience Study-London 92%
- Exploring the changing association between parental and adolescent fruit and vegetable intakes, from age 10 to 30 years 92%
Similar papers in this journal
- Estimating the dietary and health impact of implementing mandatory front-of-package nutrient disclosures in the US: a policy scenario modeling analysis 95%
- A methodological framework for deriving the German food-based dietary guidelines 2024: food groups, nutrient goals, and objective functions 93%
- Impact of COVID-19 related unemployment on increased cardiovascular disease in a high-income country: Modeling health loss, cost and equity 92%
Similar papers in this journal
- Reach and public health implications of proposed new food marketing regulation in Germany: an updated analysis 91%
- Mortality Disparity By Socioeconomic Position In People With And Without Diabetes: Open Cohort Studies In Four High-Income Countries 90%
- Sex-specific socioeconomic inequalities in trajectories of anthropometry, blood pressure and blood-based biomarkers from birth to 18 years: a prospective cohort study 90%
Similar papers in this journal
- The effects of time-restricted eating vs. standard dietary advice on weight, metabolic health and the consumption of processed food: A pragmatic randomised controlled trial in community-based adults 93%
- Impact of COVID-19 pandemic on weight and BMI among UK adults: a longitudinal analysis of data from the HEBECO study 92%
- Projected impact on blood pressure, chronic kidney disease burden and healthcare costs of achieving the Australian sodium reduction targets: a modelling study 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.