ArticleThe Journal of nutrition2015
Greater healthful food variety as measured by the US Healthy Food Diversity index is associated with lower odds of metabolic syndrome and its components in US adults.
Article in The Journal of nutrition, 2015. 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 22 papers, 1 of them a synthesis that pooled it.
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Who cites it
22 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Systematic review of diet quality scores including diet diversity in relation to major chronic diseases, obesity and mortality in healthy adults.European journal of nutrition · 2026Pooled it
- Microbiome connections with host metabolism and habitual diet from 1,098 deeply phenotyped individuals.Nature medicine · 2021Trial
- Association between dietary quality index-international (DQI-I) and cardiovascular diseases: insights from RaNCD cohort study.BMC nutrition · 2025Article
- Dietary diversity is differentially associated with diet quality across food groups.European journal of nutrition · 2025Article
- Healthy food diversity and the risk of major chronic diseases in the EPIC-Potsdam study.Scientific reports · 2024Article
- Association Between Ultraprocessed Food Consumption and Metabolic Disorders in Children and Adolescents with Obesity.Nutrients · 2024Article
- Assessing and Monitoring Nutrition Security in the United States: A Narrative Review of Current Measures and Instruments.Current nutrition reports · 2024Review
- Dietary variety score and risk of metabolic syndrome incidence: Tehran Lipid and Glucose Study.BMJ nutrition, prevention & health · 2024Article
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- Association between Dietary Diversity Score and Metabolic Syndrome in Korean Adults: A Community-Based Prospective Cohort Study.Nutrients · 2022Article
- Association between neighborhood food environment and dietary diversity score among older people in Beijing, China: A cross-sectional study.Frontiers in nutrition · 2022Article
- Analyzing the Drivers of Household Dietary Diversity: Evidence from Burkina Faso.Food and nutrition bulletin · 2021Article
- Dietary Diversity Indicators and Their Associations with Dietary Adequacy and Health Outcomes: A Systematic Scoping Review.Advances in nutrition (Bethesda, Md.) · 2021Article
- Food insecurity and depression among low-income adults in the USA: does diet diversity play a role? Findings from the 2013-2014 National Health and Nutrition Examination Survey.Public health nutrition · 2021Article
- Using an introduced index to assess the association between food diversity and metabolic syndrome and its components in Chinese adults.BMC cardiovascular disorders · 2018Article
- Understanding the Relationship Between Food Variety, Food Intake, and Energy Balance.Current obesity reports · 2018Review
- Gender difference of metabolic syndrome and its association with dietary diversity at different ages.Oncotarget · 2017Article
- Impact on dietary intake of a self-directed, gender-tailored diabetes prevention program in men.World journal of diabetes · 2017Article
- Explaining Racial/Ethnic Dietary Patterns in Relation to Type 2 Diabetes: An Analysis of NHANES 2007-2012.Ethnicity & disease · 2016Article
Corrections and comments
- Erratum issued
Authors and funding
4 authors.
Funding
Abstract
backgroundConsuming a wider variety of nutrient-dense foods may promote adherence to healthful dietary patterns, leading to improved dietary quality and enhanced metabolic health.
objectiveWe used the US Healthy Food Diversity (HFD) index to simultaneously measure dietary variety, quality, and proportionality, hypothesizing a priori that race/ethnicity may moderate associations between diet and health.
methodsA representative sample of adults (n = 7470) aged 20+ y with two 24-h recalls and complete outcome data from the cross-sectional NHANES 2003-2006 were selected. US HFD values were generated using a previously validated equation with a theoretical range from 0 to nearly 1, with higher scores indicative of more varied diets with a higher proportion of healthful food groups. Metabolic syndrome (MetS) was defined using the most recent harmonized definition. Survey-weighted multivariable linear and logistic regression, adjusted for demographic factors, smoking, energy, screen time, and leisure activity, were used to compute means and ORs (95% CIs).
resultsAdults in the third vs. first US HFD tertile had 21% lower odds of MetS [OR (95% CI): 0.79 (0.64, 0.98)] as well as lower odds of hypertension [0.83 (0.70, 0.995] and elevated waist circumference [0.75 (0.66, 0.86] after multivariable adjustment (P-trend < 0.05). The age- and sex-adjusted odds of low serum HDL cholesterol and impaired fasting plasma glucose (P-trend < 0.05) were lower in the highest vs. lowest US HFD tertile but attenuated with multivariable adjustment (P = 0.06 and 0.22, respectively). Notably, the US HFD index was only protective against adiposity among non-Hispanic white (NHW) and non-Hispanic black (NHB) adults, and MetS associations were driven by NHW adults. No associations were observed among Hispanic adults for any MetS components.
conclusionsGreater healthful food variety was associated with lower odds of MetS and some MetS components in the total population, NHW adults, and NHB adults. This study provides preliminary evidence that healthful food diversity may protect against MetS and highlights the need for longitudinal and experimental research.
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