ArticlePLoS medicine2021
Taxed and untaxed beverage intake by South African young adults after a national sugar-sweetened beverage tax: A before-and-after study.
Article in PLoS medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 2 of them syntheses that pooled it.
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Who cites it
30 citing papers in PubMed, 2 syntheses or guidelines pooled it, 73 citations in OpenAlex.
- Effectiveness of sugar taxation policies in Asia and Africa: a systematic review.Frontiers in oral health · 2025Pooled it
- Modeling and empirical evidence of the impact of implementation of sugar sweetened-beverages tax to reduce non-communicable diseases prevalence: a systematic review.Frontiers in nutrition · 2024Pooled it
- Factors Influencing Water and Sweet Beverage Purchasing Decisions and Behaviours Among Low-Income Households in Four Peri-Urban Communities in Accra: An Exploratory Study.International journal of environmental research and public health · 2026Article
- Understanding Research Approaches to Assess Sugar-Sweetened Beverage Taxation Policy Implementation and Response in Low- and Middle-Income Countries: Results From a Scoping Review.Nutrition reviews · 2026Article
- Shrinking appetites: Will GLP-1 adoption in high-income countries accelerate Big Food's push into low- and middle-income countries?Globalization and health · 2026Article
- Consumption of Sugary Beverages by Adults Prior to Sugary Drink Tax in Colombia: An Analysis of the National Nutrition Survey 2015.Nutrients · 2026Article
- (Un)sweetened deal? Young people's views on the South African Health Promotion Levy and food in Khayelitsha, Cape Town.PLOS global public health · 2026Article
- A scoping review of assessment of front-of-pack labeling policy implementation and response in low-and middle-income countries.Public health nutrition · 2025Article
- The association between the health promotion levy and employment in South Africa: an interrupted time series analysis.BMC nutrition · 2025Article
- Unpacking food environment policy landscapes for healthier diets in "emerging" countries: the case of Viet Nam.Frontiers in public health · 2025Article
- Effectiveness of implemented global dietary interventions: a scoping review of fiscal policies.BMC public health · 2024Article
- Dietary intake of low-income adults in South Africa: ultra-processed food consumption a cause for concern.Public health nutrition · 2024Article
- Perceptions of Health, Body Size, and Nutritional Risk Factors for Obesity in People with HIV in South Africa.AIDS and behavior · 2024 · on this mapArticle
- Health behavior interventions among people with lower socio-economic position: a scoping review of behavior change techniques and effectiveness.Health psychology and behavioral medicine · 2024Article
- Diabetes risk and provision of diabetes prevention activities in 44 low-income and middle-income countries: a cross-sectional analysis of nationally representative, individual-level survey data.The Lancet. Global health · 2023Article
- Evolution of food and beverage prices after the front-of-package labelling regulations in Chile.BMJ global health · 2023Article
- Improving health outcomes of people with diabetes: target setting for the WHO Global Diabetes Compact.Lancet (London, England) · 2023Article
- Beverage industry's advertising expenditures and airtimes in South Africa from 2013 to 2019 target children and families.Journal of public health research · 2023Article
- Changes in sugar-sweetened beverage consumption in the first two years (2018 - 2020) of San Francisco's tax: A prospective longitudinal study.PLOS global public health · 2023Article
- Are intentions to change, policy awareness, or health knowledge related to changes in dietary intake following a sugar-sweetened beverage tax in South Africa? A before-and-after study.The international journal of behavioral nutrition and physical activity · 2022Article
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Authors and funding
6 authors at 2 institutions in 2 countries.
Funding
Abstract
backgroundIn an effort to prevent and reduce the prevalence rate of people with obesity and diabetes, South Africa implemented a sugar-content-based tax called the Health Promotion Levy in April 2018, one of the first sugar-sweetened beverage (SSB) taxes to be based on each gram of sugar (beyond 4 g/100 ml). This before-and-after study estimated changes in taxed and untaxed beverage intake 1 year after the tax, examining separately, to our knowledge for the first time, the role of reformulation distinct from behavioral changes in SSB intake. METHODS AND
findingsWe collected single-day 24-hour dietary recalls from repeat cross-sectional surveys of adults aged 18-39 years in Langa, South Africa. Participants were recruited in February-March 2018 (pre-tax, n = 2,459) and February-March 2019 (post-tax, n = 2,489) using door-to-door sampling. We developed time-specific food composition tables (FCTs) for South African beverages before and after the tax, linked with the diet recalls. By linking pre-tax FCTs only to dietary intake data collected in the pre-tax and post-tax periods, we calculated changes in beverage intake due to behavioral change, assuming no reformulation. Next, we repeated the analysis using an updated FCT in the post-tax period to capture the marginal effect of reformulation. We estimated beverage intake using a 2-part model that takes into consideration the biases in using ordinary least squares or other continuous variable approaches with many individuals with zero intake. First, a probit model was used to estimate the probability of consuming the specific beverage category. Then, conditional on a positive outcome, a generalized linear model with a log-link was used to estimate the continuous amount of beverage consumed. Among taxed beverages, sugar intake decreased significantly (p < 0.0001) from 28.8 g/capita/day (95% CI 27.3-30.4) pre-tax to 19.8 (95% CI 18.5-21.1) post-tax. Energy intake decreased (p < 0.0001) from 121 kcal/capita/day (95% CI 114-127) pre-tax to 82 (95% CI 76-87) post-tax. Volume intake decreased (p < 0.0001) from 315 ml/capita/day (95% CI 297-332) pre-tax to 198 (95% CI 185-211) post-tax. Among untaxed beverages, sugar intake increased (p < 0.0001) by 5.3 g/capita/day (95% CI 3.7 to 6.9), and energy intake increased (p < 0.0001) by 29 kcal/capita/day (95% CI 19 to 39). Among total beverages, sugar intake decreased significantly (p = 0.004) by 3.7 (95% CI -6.2 to -1.2) g/capita/day. Behavioral change accounted for reductions of 24% in energy, 22% in sugar, and 23% in volume, while reformulation accounted for additional reductions of 8% in energy, 9% in sugar, and 14% in volume from taxed beverages. The key limitations of this study are an inability to make causal claims due to repeat cross-sectional data collection, and that the magnitude of reduction in taxed beverage intake may not be generalizable to higher income populations.
conclusionsUsing a large sample of a high-consuming, low-income population, we found large reductions in taxed beverage intake, separating the components of behavioral change from reformulation. This reduction was partially compensated by an increase in sugar and energy from untaxed beverages. Because policies such as taxes can incentivize reformulation, our use of an up-to-date FCT that reflects a rapidly changing food supply is novel and important for evaluating policy effects on intake.
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