ArticlePLoS medicine2016
Dietary Diversity, Diet Cost, and Incidence of Type 2 Diabetes in the United Kingdom: A Prospective Cohort Study.
Article in PLoS medicine, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 73 papers, 3 of them syntheses that pooled it.
What it found
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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
73 citing papers in PubMed, 3 syntheses or guidelines pooled it, 127 citations in OpenAlex.
- Nutritional Determinants of Type 2 Diabetes Mellitus in the European Union: A Systematic Review.Nutrients · 2025Pooled it
- Assessing the Cost of Healthy and Unhealthy Diets: A Systematic Review of Methods.Current nutrition reports · 2022Pooled it
- Maternal dietary diversity during pregnancy and risk of low birth weight in newborns: a systematic review.Public health nutrition · 2021Pooled it
- Identifying Predictors of the Visceral Fat Index in the Obese and Overweight Population to Manage Obesity: A Randomized Intervention Study.Obesity facts · 2020Trial
- Educational disparities in the association of protein diversity and type 2 diabetes: a multi-country population-based prospective case-cohort study.European journal of nutrition · 2026Article
- Differential Network-Based Dietary Structure and Type 2 Diabetes Risk: A Prospective Cohort Study Using Food Co-Consumption Networks.Nutrients · 2026Article
- Dietary diversity and healthy life expectancy among Chinese older adults: a multistate analysis of CLHLS, 2008-2018.Frontiers in public health · 2026Article
- Dietary diversity and the risk of metabolic syndrome in a Japanese population: an analysis of baseline cross-sectional data from the J-MICC study.European journal of clinical nutrition · 2025Article
- Diversity of Plant-Based Food Consumption: A Systematic Scoping Review on Measurement Tools and Associated Health Outcomes.Nutrition reviews · 2025Article
- Looking Beyond Nutrients, How to Assess Diet Quality in an Inflammatory Bowel Disease Population-A Narrative Review.Nutrients · 2025Review
- Dietary diversity is differentially associated with diet quality across food groups.European journal of nutrition · 2025Article
- The association between dietary diversity score and food insecurity and novel cardiovascular risk factors in type 2 diabetes mellitus patients: a cross-sectional study.Journal of diabetes and metabolic disorders · 2025Article
- Protein diversity, type 2 diabetes, and effect modifiers: a multi-country prospective study.International journal of epidemiology · 2025Article
- Diet, fruit and vegetables and One Health: benefits for health, environment, society and the consumer-proceedings of the 9th edition of EGEA conference.European journal of nutrition · 2025Article
- Associations between dietary diversity and self-rated health in a transverse study of four local food systems (French Guiana, Guadeloupe, Portugal and Senegal).BMC public health · 2025Article
- Association of Dietary Diversity Trajectories With Depressive Symptoms in Chinese Older Adults: Findings From a Nationwide Population-Based Study.Depression and anxiety · 2025Article
- Maternal diet in pregnancy and the risk of inflammatory bowel disease in the offspring: a prospective cohort study.The American journal of clinical nutrition · 2025Article
- Article
- Association between child marriage and high blood glucose level in women: A birth cohort analysis.Public health in practice (Oxford, England) · 2024Article
- Healthy food diversity and the risk of major chronic diseases in the EPIC-Potsdam study.Scientific reports · 2024Article
13 more citing papers are in PubMed but not listed here.
Corrections and comments
- Erratum issued
Authors and funding
5 authors at 1 institution in 2 countries.
Funding
Abstract
backgroundDiet is a key modifiable risk factor for multiple chronic conditions, including type 2 diabetes (T2D). Consuming a range of foods from the five major food groups is advocated as critical to healthy eating, but the association of diversity across major food groups with T2D is not clear and the relationship of within-food-group diversity is unknown. In addition, there is a growing price gap between more and less healthy foods, which may limit the uptake of varied diets. The current study had two aims: first, to examine the association of reported diversity of intake of food groups as well as their subtypes with risk of developing T2D, and second, to estimate the monetary cost associated with dietary diversity. METHODS AND
findingsA prospective study of 23,238 participants in the population-based EPIC-Norfolk cohort completed a baseline Food Frequency Questionnaire in 1993-1997 and were followed up for a median of 10 y. We derived a total diet diversity score and additional scores for diversity within each food group (dairy products, fruits, vegetables, meat and alternatives, and grains). We used multivariable Cox regression analyses for incident diabetes (892 new cases), and multivariable linear regression for diet cost. Greater total diet diversity was associated with 30% lower risk of developing T2D (Hazard ratio [HR] 0.70 [95% CI 0.51 to 0.95]) comparing diets comprising all five food groups to those with three or fewer, adjusting for confounders including obesity and socioeconomic status. In analyses of diversity within each food group, greater diversity in dairy products (HR 0.61 [0.45 to 0.81]), fruits (HR 0.69 [0.52 to 0.90]), and vegetables (HR 0.67 [0.52 to 0.87]) were each associated with lower incident diabetes. The cost of consuming a diet covering all 5 food groups was 18% higher (£4.15/day [4.14 to 4.16]) than one comprising three or fewer groups. Key limitations are the self-reported dietary data and the binary scoring approach whereby some food groups contained both healthy and less healthy food items.
conclusionsA diet characterized by regular consumption of all five food groups and by greater variety of dairy, fruit, and vegetable subtypes, appears important for a reduced risk of diabetes. However, such a diet is more expensive. Public health efforts to prevent diabetes should include food price policies to promote healthier, more varied diets.
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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.