ArticleSocial science & medicine (1982)2019
Public acceptability of nudging and taxing to reduce consumption of alcohol, tobacco, and food: A population-based survey experiment.
Article in Social science & medicine (1982), 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 50 papers, 5 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
50 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- Acceptability of policies targeting dietary behaviours and physical activity: a systematic review of tools and outcomes.European journal of public health · 2022Pooled it
- Communicating evidence about the environment's role in obesity and support for government policies to tackle obesity: a systematic review with meta-analysis.Health psychology review · 2022Pooled it
- Impact of health warning labels on selection and consumption of food and alcohol products: systematic review with meta-analysis.Health psychology review · 2021Pooled it
- Altering the availability or proximity of food, alcohol, and tobacco products to change their selection and consumption.The Cochrane database of systematic reviews · 2019Pooled it
- Altering the availability or proximity of food, alcohol, and tobacco products to change their selection and consumption.The Cochrane database of systematic reviews · 2019Pooled it
- Impact of health warning labels and calorie labels on selection and purchasing of alcoholic and non-alcoholic drinks: A randomized controlled trial.Addiction (Abingdon, England) · 2023Trial
- The impact of calorie labelling and proportional pricing on out of home food orders: a randomised controlled trial study using a virtual food and drink delivery app.The international journal of behavioral nutrition and physical activity · 2023Trial
- Impact of taxes and warning labels on red meat purchases among US consumers: A randomized controlled trial.PLoS medicine · 2023Trial
- Public support for policies to improve population and planetary health: A population-based online experiment assessing impact of communicating evidence of multiple versus single benefits.Social science & medicine (1982) · 2022Trial
- Communicating Evidence about the Causes of Obesity and Support for Obesity Policies: Two Population-Based Survey Experiments.International journal of environmental research and public health · 2020Trial
- Reactions to graphic and text health warnings for cigarettes, sugar-sweetened beverages, and alcohol: An online randomized experiment of US adults.Preventive medicine · 2020Trial
- A mental model of obesity: comparing expert and public perceptions in Ireland, the UK, and the US.International journal of obesity (2005) · 2026Article
- A community-based qualitative study of perspectives on alcohol public health interventions and experiences of alcohol use.BMC public health · 2026Article
- Evaluating Evidentiary Standards in the Realm of Citizen Policy Evaluation.Social science quarterly · 2026Article
- Public opinion on policy interventions for regulating four unhealthy commodity industries: a cross-sectional online survey of a representative sample of British adults 2023.BMC public health · 2025Article
- Mapping how responsibility for poor diets is framed in the United Kingdom: a scoping review.Public health nutrition · 2025Article
- A reform of value-added taxes on foods can have health, environmental and economic benefits in Europe.Nature food · 2025Article
- Article
- Selected health characteristics are associated with urban Canadians' acceptability of policies promoting healthier restaurant food environments.Public health nutrition · 2024Article
- An unequal health policy landscape? Examining socioeconomic differences in acceptability and preferences for policies that aim to reduce socioeconomic inequalities in health.Journal of epidemiology and community health · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
There is growing evidence for the effectiveness of choice architecture or 'nudge' interventions to change a range of behaviours including the consumption of alcohol, tobacco and food. Public acceptability is key to implementing these and other interventions. However, few studies have assessed public acceptability of these interventions, including the extent to which acceptability varies with the type of intervention, the target behaviour and with evidence of intervention effectiveness. These were assessed in an online study using a between-participants full factorial design with three factors: Policy (availability vs size vs labelling vs tax) x Behaviour (alcohol consumption vs tobacco use vs high-calorie snack food consumption) x Evidence communication (no message vs assertion of policy effectiveness vs assertion and quantification of policy effectiveness [e.g., a 10% change in behaviour]). Participants (N = 7058) were randomly allocated to one of the 36 groups. The primary outcome was acceptability of the policy. Acceptability differed across policy, behaviour and evidence communication (all ps < .001). Labelling was the most acceptable policy (supported by 78%) and Availability the least (47%). Tobacco use was the most acceptable behaviour to be targeted by policies (73%) compared with policies targeting Alcohol (55%) and Food (54%). Relative to the control group (60%), asserting evidence of effectiveness increased acceptability (63%); adding a quantification to this assertion did not significantly increase this further (65%). Public acceptability for nudges and taxes to improve population health varies with the behaviour targeted and the type of intervention but is generally favourable. Communicating that these policies are effective can increase support by a small but significant amount, suggesting that highlighting effectiveness could contribute to mobilising public demand for policies. While uncertainty remains about the strength of public support needed, this may help overcome political inertia and enable action on behaviours that damage population and planetary health.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.