Metrological issues for food consumption data.
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Metrological issues for food consumption data. Max Feinberg INRA. Mét@risk feinberg@inapg.inra.fr. Using nutritional measurements to study the potential link between nutrition and disease and find methods to prevent the disease. The best the measurements, the best the decisions….
Metrological issues for food consumption data.
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Metrological issues for food consumption data. Max FeinbergINRA. Mét@riskfeinberg@inapg.inra.fr
Using nutritional measurements to study the potential link between nutrition and disease and find methods to prevent the disease. • The best the measurements, the best the decisions… Nutritional epidemiology
Exposures = ai A Foods Weights pi Consumptions Contents qj Consumers cij Foods i : individual (household)j : food (group) General nutritional measurement
Foods Weights pi Consumptions Consumers cij Consumption measurement
24-hour Recall (24R) • Attempt to define and quantify food intake during a specific day. • Dietary Records (DRs) • Detailed descriptions of types and amounts of foods and beverages consumed, meal by meal, over a prescribed period (3-7 days). • Food Frequency Questionnaires (FFQ) • Long-term diet over months or years, not just a few days. • Household Budget Survey (HBS) • Estimation of the average consumption of a population based on point estimates of food consumptions. • Total Diet Study (TDS) • Estimation of consumer exposure to contaminants based on the analysis of foods « as consumed ». • … Consumption measurements (2)
Individualconsumptionscij Weights pi Householdconsumptionsmkj Direct methods Purchasing panels Degradation ?? i : individualsk :householdsj : foods Consumptionshj National budget Survey reduction
Uncertainty and variability A proposal to evaluate nutritional measurement quality
Metrology: field of knowledge concerned with measurement. • Metrology includes all theoretical and practical aspects of measurement, whichever the measurement uncertainty and field of application. • Measurand: quantity intended to be measured. • Uncertainty (of measurement): parameter that characterizes the dispersion of the quantity values that are being attributed to a measurand, based on the information used. International Vocabulary of Metrology
ReportedValue Y True Value T + Y T + Measurandy 95% of replicates in the interval Does this interval representuncertainty? Analogy with chemical measurement
Milieu Method Manpower Instrument Material Method Environment Personnel Calibration Result +Uncertainty Traceability Samples handling Equipment Sampling Sources of uncertainty in analysis
B1 Day 1 Day 1 B2 Day 2 + yij + B1 B3 B2 B3 Day 3 + Day 3 + Standard deviation of:reproducibility Day 2 Vary sources of uncertainty
ReportedValue Composed standard uncertainty True Value + Y T Expanded uncertainty U = kuc(Y) p = 95% k = 2 p = 99% k = 3 95% of the future measurements Measurand Standard and expanded uncertainty
Instrument Milieu Individual Material Food Naming Age,Social category, … Grouping Culture ? Weight Size Competence Location Duration Selection Inquirer Panel Study Method Manpower Grouping Measurement +Uncertainty Uncertainty sources for nutritional measurements
Use multivariate techniques to identify consumption systems Consumptionsystem Consumptionpattern Variability = + Individual + Uncertainty Consumption pattern
Needs for harmonisation. • Data collection procedures. • Data evaluation. • Identification of bias. • How far are methods complementary? • A proposal:use uncertainty-variability approach to organise harmonisation. • A new discipline: “Consumetrics” ? Conclusions