SynthesisPublic health nutrition2018
Source of bias in sugar-sweetened beverage research: a systematic review.
Synthesis in Public health nutrition, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 4 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
15 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- A metaresearch study revealed susceptibility of Covid-19 treatment research to white hat bias: first, do no harm.Journal of clinical epidemiology · 2021Pooled it
- Impact of sugar-sweetened beverage taxes on purchases and dietary intake: Systematic review and meta-analysis.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2019Pooled it
- Environmental interventions to reduce the consumption of sugar-sweetened beverages and their effects on health.The Cochrane database of systematic reviews · 2019Pooled it
- Effect of Dietary Sugar Intake on Biomarkers of Subclinical Inflammation: A Systematic Review and Meta-Analysis of Intervention Studies.Nutrients · 2018Pooled it
- The impact of investigator bias in nutrition research.Frontiers in nutrition · 2025Article
- The Commercial Determinants of Health and Evidence Synthesis (CODES): methodological guidance for systematic reviews and other evidence syntheses.Systematic reviews · 2023Article
- Evaluating the impact of marketing interventions on sugar-free and sugar-sweetened soft drink sales and sugar purchases in a fast-food restaurant setting.BMC public health · 2023Article
- Adherence to a Healthy Beverage Score Is Associated with Lower Frailty Risk in Older Adults.Nutrients · 2022Article
- An Updated Framework for Industry Funding of Food and Nutrition Research: Managing Financial Conflicts and Scientific Integrity.The Journal of nutrition · 2022Article
- The population health effects from 5G: Controlling the narrative.Frontiers in public health · 2022Article
- The physical activity and nutrition-related corporate social responsibility initiatives of food and beverage companies in Canada and implications for public health.BMC public health · 2020Article
- Food Industry Donations to Academic Programs: A Cross-Sectional Examination of the Extent of Publicly Available Data.International journal of environmental research and public health · 2020Article
- Corporations' use and misuse of evidence to influence health policy: a case study of sugar-sweetened beverage taxation.Globalization and health · 2019Article
- Added Sugar and Dental Caries in Children: A Scientific Update and Future Steps.Dental clinics of North America · 2019Review
- Disclosures of Coca-Cola funding: transparent or opaque?Public health nutrition · 2018Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
objectiveFinancial conflicts of interest involving the food industry have been reported to bias nutrition studies. However, some have hypothesized that independently funded studies may be biased if the authors have strong a priori beliefs about the healthfulness of a food product ('white hat bias'). The extent to which each source of bias may affect the scientific literature has not been examined. We aimed to explore this question with research involving sugar-sweetened beverages (SSB) as a test case, focusing on a period during which scientific consensus about the adverse health effects of SSB emerged from uncertainty.
designPubMed search of worldwide literature was used to identify articles related to SSB and health risks published between 2001 and 2013. Financial relationships and article conclusions were classified by independent groups of co-investigators. Associations were explored by Fischer's exact tests and regression analyses, controlling for covariates.
resultsA total of 133 articles published in English met inclusion criteria. The proportion of industry-related scientific studies decreased significantly with time, from approximately 30 % at the beginning of the study period to <5 % towards the end (P=0·003). A 'strong' or 'qualified' scientific conclusion was reached in 82 % of independent v. 7 % of industry-related SSB studies (P<0·001). Industry-related studies were overwhelmingly more likely to reach 'weak/null' conclusions compared with independent studies regarding the adverse effects of SSB consumption on health (OR=57·30, 95 % CI 7·12, 461·56).
conclusionIndustry-related research during a critical period appears biased to underestimate the adverse health effects of SSB, potentially delaying corrective public health action.
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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.