ArticlePloS one2016
Global Expanded Nutrient Supply (GENuS) Model: A New Method for Estimating the Global Dietary Supply of Nutrients.
Article in PloS one, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 57 papers.
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Who cites it
57 citing papers in PubMed.
- Six Decades of Methodological Evolution in Portuguese Food Balance Sheets: Implications for Nutrition Surveillance and Food System Monitoring.Nutrients · 2026Article
- Estimating dietary intake and nutrient adequacy among adults in Saudi Arabia: a population-based assessment.BMC nutrition · 2026Article
- Tea intake among adults in 185 countries between 1990 and 2018: population based study.NPJ science of food · 2026Article
- Beyond household meals: a game-based approach to unveiling the role of insects in Malagasy children's diets.Journal of ethnobiology and ethnomedicine · 2026Article
- Associations between national plant-based vs animal-based protein supplies and age-specific mortality in human populations.Nature communications · 2025Article
- Digital tools and technologies used in food fortification: A scoping review.Annals of the New York Academy of Sciences · 2025Article
- Current food trade helps mitigate future climate change impacts in lower-income nations.PloS one · 2025Article
- A multicriteria analysis of meat and milk alternatives from nutritional, health, environmental, and cost perspectives.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
- Global estimation of dietary micronutrient inadequacies: a modelling analysis.The Lancet. Global health · 2024Article
- Sustainable-use marine protected areas to improve human nutrition.Nature communications · 2024Article
- Intake of sugar sweetened beverages among children and adolescents in 185 countries between 1990 and 2018: population based study.BMJ (Clinical research ed.) · 2024Article
- Maternal Fiber Intake and Perinatal Depression and Anxiety.Nutrients · 2024Review
- Evaluating Food Procurement against the EAT-International journal of environmental research and public health · 2024Article
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- Sugar-sweetened beverage intakes among adults between 1990 and 2018 in 185 countries.Nature communications · 2023Article
- Children's and adolescents' rising animal-source food intakes in 1990-2018 were impacted by age, region, parental education and urbanicity.Nature food · 2023Article
- Tracing global flows of bioactive compounds from farm to fork in Nutrient Balance Sheets can help guide intervention towards healthier food supplies.Nature food · 2022Article
- Global dietary quality in 185 countries from 1990 to 2018 show wide differences by nation, age, education, and urbanicity.Nature food · 2022Article
- Estimating the environmental impacts of 57,000 food products.Proceedings of the National Academy of Sciences of the United States of America · 2022Article
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Insufficient data exist for accurate estimation of global nutrient supplies. Commonly used global datasets contain key weaknesses: 1) data with global coverage, such as the FAO food balance sheets, lack specific information about many individual foods and no information on micronutrient supplies nor heterogeneity among subnational populations, while 2) household surveys provide a closer approximation of consumption, but are often not nationally representative, do not commonly capture many foods consumed outside of the home, and only provide adequate information for a few select populations. Here, we attempt to improve upon these datasets by constructing a new model--the Global Expanded Nutrient Supply (GENuS) model--to estimate nutrient availabilities for 23 individual nutrients across 225 food categories for thirty-four age-sex groups in nearly all countries. Furthermore, the model provides historical trends in dietary nutritional supplies at the national level using data from 1961-2011. We determine supplies of edible food by expanding the food balance sheet data using FAO production and trade data to increase food supply estimates from 98 to 221 food groups, and then estimate the proportion of major cereals being processed to flours to increase to 225. Next, we estimate intake among twenty-six demographic groups (ages 20+, both sexes) in each country by using data taken from the Global Dietary Database, which uses nationally representative surveys to relate national averages of food consumption to individual age and sex-groups; for children and adolescents where GDD data does not yet exist, average calorie-adjusted amounts are assumed. Finally, we match food supplies with nutrient densities from regional food composition tables to estimate nutrient supplies, running Monte Carlo simulations to find the range of potential nutrient supplies provided by the diet. To validate our new method, we compare the GENuS estimates of nutrient supplies against independent estimates by the USDA for historical US nutrition and find very good agreement for 21 of 23 nutrients, though sodium and dietary fiber will require further improvement.
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