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Variance Components of Nutrient Intakes (VCNI) Sub-Study of the Micronutrient Intervention Modeling (MINIMOD) Project
- Caitlin D French
- Reina Engle-Stone
- Charles D Arnold
- Joanne Arsenault
- Demewoz Haile
- Hanqi Luo
- Kevin Dodd
- Stephen Vosti
- Carolyn Slupsky
- Doris Wiesmann
- Yves Martin-Prevel
- Inge Brouwer
- Melissa Daniels
- Christine Delisle Nyström
- Marie Löf
- Cristina Palacios
- Lukkamol Prapkree
- Bess L Caswell
- Kenneth H Brown
- Georg Lietz
- Marjorie Haskell
- Jody Miller
- Alex Ndjebayi
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Category: Project
Description: To determine the prevalence of inadequate or excessive nutrient intakes in a population, repeated 24-hour dietary intake measurements per subject allow for adjustment of modeled usual nutrient intake distributions for the proportion of total variance attributable to within-individual variation (WIV:total). When only single-day dietary data are available, an external adjustment factor can be used, but there is no formal guidance for selecting this value. We compiled estimates of WIV:total to describe variation in estimates across populations and settings and consider the effect of this variation on estimates of the prevalence of inadequate or excess intake. Reported ratios of within- to between-individual variance components of nutrient intake (and WIV:total) were compiled from the literature, and new values were calculated from analyses of existing data sets using a linear mixed model, adjusting for weekend (where available) and interview sequence. Nutrients assessed included total energy intake, total vitamin A, retinol, carotenoids/beta-carotene, folate, vitamin B12, thiamin, vitamin C, iron, and zinc.
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Analytical Code and Instructions for Analyzing Variance Components from Nutrient Intake Data
Analytical codes in R or Sas language to calculate within- and between-individual variance components of nutrient intakes from short-term dietary ass...
Database of Variance Ratios of Nutrient Intakes from Publications and Reanalyzed Datasets
Ratios of within- and between-individual variation in nutrient intakes were compiled from publications or reports and from reanalyses of existing data...
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