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Advanced Dietary Analysis and Modeling: A Deep Dive into the National Cancer Institute Method

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  • معلومة اضافية
    • بيانات النشر:
      eScholarship, University of California, 2022.
    • الموضوع:
      2022
    • نبذة مختصرة :
      BackgroundThe National Cancer Institute (NCI) method has been used widely by researchers to make inferences about usual dietary intake distributions of foods and nutrients based on a limited number of 24-hour dietary recalls (24HRs). Although the NCI method does not provide individual estimates of usual intake, it can be used to address many research questions, including modeling effects of nutrition interventions on population distributions of usual intake. Software for implementing the NCI method and corresponding code examples is publicly available in the form of SAS macros, but little formal guidance exists for conducting advanced analyses.ObjectivesWe aim to present advanced techniques for working with NCI macros to conduct both basic and advanced dietary analyses and modeling.MethodWe first present the three basic building blocks of analyses using the NCI method: 1) dataset preparation; 2) application of the MIXTRAN macro to estimate parameters of the usual intake distribution, including effects of covariates, after transformation of 24HRs to approximate normality; and 3) application of the DISTRIB macro to estimate the distribution of usual nutrient intake. Then, we illustrate how researchers can employ these building blocks to answer questions beyond typical descriptive analyses.ResultsResearchers can adapt the building blocks to 1) account for factors such as demographic changes or nutrition interventions such as food fortification, 2) estimate the prevalence of dietary inadequacy via the full probability method, 3) incorporate nutrient intake from sources not always captured by 24HRs, such as dietary supplements and human milk, and 4) carry out multiple subgroup analyses. This paper describes the theoretical basis and operational guidance for these techniques.ConclusionWith this paper as a detailed resource, researchers can leverage the basic NCI building blocks to investigate a wide range of questions about usual dietary intake distribution.
    • File Description:
      application/pdf
    • Rights:
      public
    • الرقم المعرف:
      edssch.oai:escholarship.org:ark:/13030/qt0c20s1tz