Evidence map›Paper›PMID 30700311›Full record

Observational studyThe international journal of behavioral nutrition and physical activity2019

Assessing the impact of the Barbados sugar-sweetened beverage tax on beverage sales: an observational study.

Miriam Alvarado, Nigel Unwin, Stephen J Sharp, Ian Hambleton, Madhuvanti M Murphy, T Alafia Samuels, Marc Suhrcke, Jean Adams

Abstract readObservational Study
In one paragraph

Observational study in The international journal of behavioral nutrition and physical activity, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 66 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
66citing papers in PubMed, 5 pooled it
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

66 citing papers in PubMed, 5 syntheses or guidelines pooled it.

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  13. Causal Loop Diagrams of Food Systems, Diet, and Obesity: A Scoping Review of Methods, Contextual Factors, and Outcomes.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2025
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6 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Miriam AlvaradoCentre for Diet and Activity Research, MRC Epidemiology Unit, University of Cambridge, Cambridge, UK. mra47@cam.ac.uk.ORCID 0000-0003-2864-9410
Nigel UnwinCentre for Diet and Activity Research, MRC Epidemiology Unit, University of Cambridge, Cambridge, UK.
Stephen J SharpCentre for Diet and Activity Research, MRC Epidemiology Unit, University of Cambridge, Cambridge, UK.
Ian HambletonGeorge Alleyne Chronic Disease Research Centre, Caribbean Institute for Health Research, University of the West Indies, Bridgetown, Barbados.
Madhuvanti M MurphyFaculty of Medical Sciences, Cave Hill Campus, University of the West Indies, Bridgetown, Barbados.
T Alafia SamuelsGeorge Alleyne Chronic Disease Research Centre, Caribbean Institute for Health Research, University of the West Indies, Bridgetown, Barbados.
Marc SuhrckeCentre for Health Economics, University of York, York, UK.
Jean AdamsCentre for Diet and Activity Research, MRC Epidemiology Unit, University of Cambridge, Cambridge, UK.

Funding

British Heart FoundationCancer Research UKMedical Research Council MR/K023187/1Wellcome Trust
6 · The paper itself

Abstract

backgroundThe World Health Organization has advocated for sugar-sweetened beverage (SSB) taxes as part of a broader non-communicable disease prevention strategy, and these taxes have been recently introduced in a wide range of settings. However, much is still unknown about how SSB taxes operate in various contexts and as a result of different tax designs. In 2015, the Government of Barbados implemented a 10% ad valorem (value-based) tax on SSBs. It has been hypothesized that this tax structure may inadvertently encourage consumers to switch to cheaper sugary drinks. We aimed to assess whether and to what extent there has been a change in sales of SSBs following implementation of the SSB tax.

methodsWe used electronic point of sale data from a major grocery store chain and applied an interrupted time series (ITS) design to assess grocery store SSB and non-SSB sales from January 2013 to October 2016. We controlled for the underlying time trend, seasonality, inflation, tourism and holidays. We conducted sensitivity analyses using a cross-country control (Trinidad and Tobago) and a within-country control (vinegar). We included a post-hoc stratification by price tertile to assess the extent to which consumers may switch to cheaper sugary drinks.

resultsWe found that average weekly sales of SSBs decreased by 4.3% (95%CI 3.6 to 4.9%) compared to expected sales without a tax, primarily driven by a decrease in carbonated SSBs sales of 3.6% (95%CI 2.9 to 4.4%). Sales of non-SSBs increased by 5.2% (95%CI 4.5 to 5.9%), with bottled water sales increasing by an average of 7.5% (95%CI 6.5 to 8.3%). The sensitivity analyses were consistent with the uncontrolled results. After stratifying by price, we found evidence of substitution to cheaper SSBs.

conclusionsThis study suggests that the Barbados SSB tax was associated with decreased sales of SSBs in a major grocery store chain after controlling for underlying trends. This finding was robust to sensitivity analyses. We found evidence to suggest that consumers may have changed their behaviour in response to the tax by purchasing cheaper sugary drinks, in addition to substituting to untaxed products. This has important implications for the design of future SSB taxes.

Indexed as

CommerceConsumer BehaviorFood PreferencesTaxesAdultBarbadosBeveragesDietDietary SugarsHumansSugarsSweetening AgentsDietary SugarsSugarsSweetening AgentsDiabetes preventionEvaluationFiscal policyObesity preventionSugar-sweetened beverages

Identifiers

PMID30700311
PMCPMC6354371

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

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.