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Validation Information: FFQ (Whitehall II Study)

Brunner 2001

Dietary assessment in Whitehall II: comparison of 7 d diet diary and food-frequency questionnaire and validity against biomarkers

The aim of the present cross-sectional study was to examine the agreement and disagreement between a 7 d diet diary (7DD) and a self-administered machine-readable food-frequency questionnaire (FFQ) asking about diet in the previous year, and to validate both methods with biomarkers of nutrient intake. The subjects were an age- and employment-grade-stratified random subsample of London-based civil servants (457 men and 403 women), aged 39-61 years, who completed both a 7DD and a FFQ at phase 3 follow-up (1991-1993) of the Whitehall II study. Mean daily intakes of dietary energy, total fat, saturated, monounsaturated and polyunsaturated fatty acids, linoleic acid, total carbohydrate excluding fibre, sugars, starch, dietary fibre, protein, vitamin C, vitamin E (as α-tocopherol equivalents), folate, carotenes (as total β-carotene activity), Fe, Ca, Mg, K and alcohol were measured. Serum cholesteryl ester fatty acids (CEFA), plasma α-tocopherol and β-carotene were also measured as biomarkers. Estimates of mean energy intake from the two methods were similar in men, and some 10% higher according to the FFQ in women. Compared with the 7DD, the FFQ tended to overestimate plant-derived micronutrient intakes (carotenes from FFQ v. 7DD men 2713 (SD 1455) v. 2180 (SD 1188) µg/d, women 3100 (SD 1656) v. 2221 (SD 1180) µg/d, both differences P<0.0001) and to underestimate fat intake. Against plasma β-carotene/cholesterol, carotene intake was as well estimated by the FFQ as the 7DD (Spearman rank correlations, men 0.32 v. 0.30, women 0.27 v. 0.22, all P≤0.0001, energy-adjusted data). Ranking of participants by other nutrient intakes tended to be of the same order according to the two dietary methods, e.g. rank correlations for CEFA linoleic acid against FFQ and 7DD estimates respectively, men 0.38 v. 0.41, women 0.53 v. 0.62, all P≤0:0001, energy-adjusted % fat). For α-tocopherol there were no correlations between plasma level and estimated intakes by either dietary method. Quartile agreement for energy-adjusted nutrient intakes between the two self-report methods was in the range 37-50% for men and 32-44% for women, and for alcohol, 57% in both sexes. Disagreement (misclassification into extreme quartiles of intake) was in the range 0-6% for both sexes. The dietary methods yielded similar prevalences (about 34%) of low energy reporters. The two methods show satisfactory agreement, together with an expected level of systematic differences, in their estimates of nutrient intake. Against the available biomarkers, the machine-readable FFQ performed well in comparison with the manually coded 7DD in this study population. For both methods, regression-based adjustment of nutrient intake to mean dietary energy intake by gender appears on balance to be the optimal approach to data presentation and analysis, in view of the complex problem of low energy reporting.

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Validation Information

Author
Brunner
Year of Publication
2001

Tool Information

Dietary Exposure Measured
Full Nutrient, Food Groups
Tool Type
Food Frequency Questionnaire
Timeframe Tool Measures info
1 Year
Portion Size Measures info
A common unit or portion size for each food, e.g. one egg or one slice of bread was specified, and participants were asked how often on average, they had consumed a particular food item during the previous year.
Reporting Method info
Usual; Retrospective
Format info
Paper
Supplements Measured
Excluded
Administration Method info
Self-administered

Study Information

Study Location
London, England
Associated Nutrient Database
Whitehall II dietary data: Based on McCance & Widdowson's The Composition of Foods, 4th & 5th editions and supplements
Comparator Validated Against
Food Diary Estimated

Participants

Sample Size
457 (Male), 403 (Female)
Lifestage
Adults
Age of Population

Range: 39-61 years

Sex
Male Only, Female Only
Other Notable Characteristics
Participants were drawn from the Whitehall II longitudinal study of British civil servants (Marmot et al., 1991)

Total number of nutrients validated: 18 info

Not all of the nutrients validated in the validation studies are included in the table below, as statistical data was only selected to be displayed for a number of nutrients, this included:

  • Energy
  • Fat
  • Saturated Fat
  • Mono-unsaturated Fat
  • Poly-unsaturated Fat
  • Carbohydrates
  • Protein
  • Sugar
  • Non‐starch polysaccharides(NSP)
  • Sodium
  • Calcium
  • Iron
  • Zinc
  • Retinol
  • Folate
  • Folic Acid
  • Vitamin B12
  • Vitamin C
  • Fruit & Vegetables
  • Urinary Nitrogen

To find information on the other validated nutrients please read the validation study.

  • Energy
  • Macronutrients: 9
  • Micronutrients: 8
Comparator Lifestage Sex Nutrient Measured info Mean Difference Standard Deviation info Correlation Coefficient info Cohen's Kappa Coefficient Percentage Agreement Percentage Agreement Categories info Lower Limits of Agreement Upper Limits of Agreement
Estimated Food Diary Adults Male Only Energy (kcal) -24 734 0.30 (S) 36 4 -1492 1444
Energy (kJ) -100 3070 0.30 (S) 36 4 -6240 6040
Protein (g) 2 28 0.30 (S) 36 4 -55 59
Fat (g) -14 35 0.32 (S) 38 4 -84 56
Saturated Fat (g) -5 14 0.43 (S) 40 4 -34 24
MUFA (g) -7 11 0.36 (S) 37 4 -30 16
PUFA (g) 0 9.20 0.36 (S) 36 4 -18 18
Carbohydrates (g) 28 90 0.40 (S) 39 4 -153 209
Total Sugars (g) 12 46 0.48 (S) 42 4 -81 105
Calcium (mg) -116 361.6 0.40 (S) 41 4 -839.3 607.3
Iron (mg) 0 5.2 0.36 (S) 37 4 -10.3 10.3
Folate (µg) 85 116.5 0.42 (S) 34 4 -148 318
Vitamin C (mg) 61 71.0 0.44 (S) 40 4 -81.0 203.0
Estimated Food Diary Adults Female Only Energy (kcal) 167 580 0.38 (S) 38 4 -993 1327
Energy (kJ) 700 2430 0.38 (S) 38 4 -4160 5560
Protein (g) 11 26 0.29 (S) 35 4 -42 64
Fat (g) -6 27 0.41 (S) 37 4 -60 48
Saturated Fat (g) -2 11 0.56 (S) 41 4 -24 20
MUFA (g) -4 9 0.39 (S) 37 4 -23 15
PUFA (g) -12 14.38 0.32 (S) 32 4 -41 17
Carbohydrates (g) 49 73 0.48 (S) 40 4 -97 195
Total Sugars (g) 21 43 0.43 (S) 38 4 -65 107
Calcium (mg) 45 378.0 0.40 (S) 36 4 -711.1 801.1
Iron (mg) 1 3.9 0.40 (S) 35 4 -6.8 8.8
Folate (µg) 110 112.8 0.42 (S) 36 4 -115.6 335.6
Vitamin C (mg) 185 82.1 0.41 (S) 39 4 20.7 349.3

Some results have been calculated using statistical techniques based on the published data.

For further information on statistical terms click on Statistical tests used in validation studies

All correlations coefficients in the table are unadjusted unless stated otherwise. For adjusted correlation coefficients and other statistical methods used in the study e.g. paired t-tests, please read the validation articles.

  • # Adjusted
  • † Energy adjusted.
  • ‡ For loge-transformed, energy-adjusted nutrient intakes.
  • ^ Adjacent included.
  • ᵟ Participants provided identical responses.
  • (w) = Weighted.

Brunner E, Juneja M, Marmot M. Dietary assessment in Whitehall II: comparison of 7 d diet diary and food-frequency questionnaire and validity against biomarkers. British Journal of Nutrition. 2001 Sep 1;86(03):405-14.