Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Original Communication
  • Published:

Validation of energy intake estimated from a food frequency questionnaire: a doubly labelled water study

Abstract

Objective: The validation of dietary assessment methods is critical in the evaluation of the relation between dietary intake and health. The aim of this study was to assess the validity of a food frequency questionnaire by comparing energy intake with energy expenditure measured with the doubly labelled water method.

Design: Total energy expenditure was measured with the doubly labelled water (DLW) method during a 10 day period. Furthermore, the subjects filled in the food frequency questionnaire about 18–35 days after the DLW phase of the study was completed.

Subjects: Twenty-one healthy, non-pregnant females volunteered to participate in the study; only 17 subjects completed the study.

Results: The group energy intake was on average 10% lower than the energy expenditure, but the difference was not statistically significant. However, there was a wide range in reporting accuracy: seven subjects were identified as acceptable reporters, eight as under-reporters and two were identified as over-reporters. The width of the 95% confidence limits of agreement in a Bland and Altman plot for energy intake and energy expenditure varied from −5 to 3 MJ.

Conclusion: The data showed that there was substantial variability in the accuracy of the food frequency questionnaire at the individual level. Furthermore, the results showed that the questionnaire was more accurate for groups than individuals.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Figure 1

Similar content being viewed by others

References

  • Andersen, LF ((1992)). Energy intake measured with a quantitative food frequency questionnaire. Absolute and relative validation of the method among elderly women. Masters thesis. Oslo: University of Oslo

  • Andersen, LF, Solvoll, S & Drevon, CA ((1996)). Very-long-chain n-3 fatty acids as biomarkers for intake of fish and n-3 fatty acid concentrates. Am. J. Clin. Nutr., 64, 305–311.

    Article  CAS  Google Scholar 

  • Andersen, LF, Solvoll, K, Johansson, L, Salminen, I, Aro, A & Drevon, CA ((1999)). Evaluation of a food frequency questionnaire with weighed records, fatty acids and alpha-tocopherol in adipose tissue and serum. Am. J. Epidemiol., 150, 75–87.

    Article  CAS  Google Scholar 

  • Bingham, SA ((1991)). Validation of Dietary Assessment through Biomarkers, 41–52, Rotterdam: Smith-Gordon

    Google Scholar 

  • Black, A, Prentice, AM & Coward, WA ((1986)). Use of food quotients to predict respiratory quotients for the doubly-labelled water method of measuring energy expenditure. Hum. Nutr. Clin. Nutr., 40C, 381–391.

    Google Scholar 

  • Black, AE ((1986)). Physical activity levels from meta-analysis of doubly labeled water studies for validating energy intake as measured by dietary assessment. Nutrition Reviews, 54, 170–174.

    Article  Google Scholar 

  • Black, AE, Goldberg, GR, Jebb, SA, Livingstone, MBE, Cole, TJ & Prentice, AM ((1991)). Critical evaluation of energy intake data using fundamental principles of energy physiology: 2. Evaluating the results of published surveys. Eur. J. Clin. Nutr., 45, 583–599.

    CAS  PubMed  Google Scholar 

  • Black, AE, Bingham, SA, Johansson, G & Coward, WA ((1997)). Validation of dietary intakes of protein and energy against 24 hour urinary N and DLW energy expenditure in middle-aged women, retired men and post-obese subjects: comparison with validation against presumed energy requirements. Eur. J. Nutr., 51, 405–413.

    Article  CAS  Google Scholar 

  • Black, AE, Welch, AA & Bingham, SA ((2000)). Validation of dietary intakes measured by diet history against 24 h urinary nitrogen excretion and energy expenditure measured by the doubly-labelled water method in middle-aged women. Br. J. Nutr., 83, 341–354.

    Article  CAS  Google Scholar 

  • Bland, JM & Altman, DG ((1986)). Statistical methods for assessing agreement between methods of clinical measurements. Lancet, 1, 307–310.

    Article  CAS  Google Scholar 

  • Cole, TJ ((1997)). Sampling, study size, and power. In Design Concepts in Nutritional Epidemiology, ed. BM Margetts & M Nelsonpp 64–86, Oxford: Oxford University Press

    Chapter  Google Scholar 

  • Davidson, L, McNeill, G, Haggarty, P, Smith, JS & Franklin, MF ((1997)). Free-living energy expenditure of adult men assessed by continuous heart rate monitoring and doubly labelled water. Br. J. Nutr., 78, 695–708.

    Article  CAS  Google Scholar 

  • Haggarty, P, Franklin, MF, Fuller, MF, Mcgaw, BA, Milne, E, Duncan, G, Christie, SL & Smith, JS ((1994a)). Validation of the doubly labeled water method in growing pigs. Am. J. Physiol., 267, R1574–R1588.

    Article  CAS  Google Scholar 

  • Haggarty, P, McNeill, G, Manneh, MK, Davidson, L, Milne, E, Duncan, G & Ashton, J ((1994b)). The influence of exercise on the energy requirements of adult males in the UK. Br. J. Nutr., 72, 799–813.

    Article  CAS  Google Scholar 

  • Haggarty, P, Valencia, ME, McNeill, G, Gonzales, NL, Moya, SY, Pinelli, A, Quihui, L, Saucedo, MS, Esparza, J, Ashton, J, Milne, E & James, WPT ((1997)). Energy expenditure during heavy work and its interaction with body weight. Br. J. Nutr., 77, 359–373.

    Article  Google Scholar 

  • Johansson, L, Solvoll, K, Bjørneboe, G-EA & Drevon, CA ((1997)). Dietary habits among Norwegian men and women. Scand. J. Nutr., 41, 63–70.

    Google Scholar 

  • Kaskoun, MC, Johnson, RK & Goran, MI ((1994)). Comparison of energy intake by semiquantitative food-frequency questionnaire with total energy expenditure by the doubly labeled water method in young children. Am. J. Clin. Nutr., 60, 43–47.

    Article  CAS  Google Scholar 

  • Kroke, A, Klipstein-Grobusch, K, Voss, S, Möseneder, J, Thielecke, F, Noack, R & Boeing, H ((1999)). Validation of a self-administrated food-frequency questionnaire administered in the European Prospective Investigation into Cancer and Nutrition (EPIC) Study: comparison of energy, protein, and macronutrient intakes estimated with the doubly labeled water, urinary nitrogen, and repeated 24-h dietary recall methods. Am. J. Clin. Nutr., 70, 439–447.

    Article  CAS  Google Scholar 

  • Nes, M, Frost Andersen, L, Solvoll, K, Sandstad, B, Hustvedt, B-E & Løvø, A ((1992)). Accuracy of a quantitative food frequency questionnaire applied in elderly Norwegian women. Eur. J. Clin. Nutr., 46, 809–821.

    CAS  PubMed  Google Scholar 

  • Norwegian Food Table ((1995)). National Nutrition Council and Norwegian Food Control Authorities.

  • Norwegian Nutrition Council ((1988)). Fatty Acid Content in Food, Oslo: The National Association for Nutrition and Health

  • Prentice, AM ((1990)). The doubly-labelled water method for measuring energy expenditure, Technical recommendations for use in humans. A concensus report by IDECG Working Group

  • Sawaya, AL, Tucker, K, Tsay, R, Willett, W, Saltzman, E, Dallal, GE & Roberts, SB ((1996)). Evaluation of four methods for determining energy intake in young and older women: comparison with doubly labeled water measurements of total energy expenditure. Am. J. Clin. Nutr., 63, 491–499.

    Article  CAS  Google Scholar 

  • Weir, JB & De, V ((1949)). New methods for calculating metabolic rate with special reference to protein metabolism. J. Physiol., 109, 1–9.

    Article  Google Scholar 

Download references

Acknowledgements

The DLW analysis was carried out with the support of SERAD

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Andersen, L., Tomten, H., Haggarty, P. et al. Validation of energy intake estimated from a food frequency questionnaire: a doubly labelled water study. Eur J Clin Nutr 57, 279–284 (2003). https://doi.org/10.1038/sj.ejcn.1601519

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/sj.ejcn.1601519

Keywords

This article is cited by

Search

Quick links