The DOI matches its Crossref record; 3 of the 3 references it cites were found in a registry or an index.
Structure of Dietary Measurement Error: Results of the OPEN Biomarker Study
Abstract
Multiple-day food records or 24-hour dietary recalls (24HRs) are commonly used as "reference" instruments to calibrate food frequency questionnaires (FFQs) and to adjust findings from nutritional epidemiologic studies for measurement error. Correct adjustment requires that the errors in the adopted reference instrument be independent of those in the FFQ and of true intake. The authors report data from the Observing Protein and Energy Nutrition (OPEN) Study, conducted from September 1999 to March 2000, in which valid reference biomarkers for energy (doubly labeled water) and protein (urinary nitrogen), together with a FFQ and 24HR, were observed in 484 healthy volunteers from Montgomery County, Maryland. Accounting for the reference biomarkers, the data suggest that the FFQ leads to severe attenuation in estimated disease relative risks for absolute protein or energy intake (a true relative risk of 2 would appear as 1.1 or smaller). For protein adjusted for energy intake by using either nutrient density or nutrient residuals, the attenuation is less severe (a relative risk of 2 would appear as approximately 1.3), lending weight to the use of energy adjustment. Using the 24HR as a reference instrument can seriously underestimate true attenuation (up to 60% for energy-adjusted protein). Results suggest that the interpretation of findings from FFQ-based epidemiologic studies of diet-disease associations needs to be reevaluated.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Willett, W. C. (1998) · doi:10.1093/acprof:oso/9780195122978.001.0001 · Cited by 4,541
Accuracy of weighed dietary records in studies of diet and health.
Livingstone, M. B., Prentice, A. M., Strain, J. J., Coward, W. A., Black, A. E., Barker, M. E., McKenna, P. G., & Whitehead, R. G. (1990) · BMJ · doi:10.1136/bmj.300.6726.708 · Cited by 455
Food intake and energy expenditure of army recruits
Edholm, O. G., Adam, J. M., Healy, M. J. R., Wolff, H. S., Goldsmith, R., & Best, T. W. (1970) · British Journal of Nutrition · doi:10.1079/bjn19700112 · Cited by 185
Cited by
Aune, D., Chan, D. S. M., Lau, R., Vieira, R., Greenwood, D. C., Kampman, E., & Norat, T. (2011) · BMJ · doi:10.1136/bmj.d6617 · Cited by 1,146
Subar, A. F. (2003) · American Journal of Epidemiology · doi:10.1093/aje/kwg092 · Cited by 1,070
Addressing Current Criticism Regarding the Value of Self-Report Dietary Data
Subar, A. F., Freedman, L. S., Tooze, J. A., Kirkpatrick, S. I., Boushey, C., Neuhouser, M. L., Thompson, F. E., Potischman, N., Guenther, P. M., Tarasuk, V., et al. (2015) · The Journal of Nutrition · doi:10.3945/jn.115.219634 · Cited by 1,047
Fernández-Ballart, J. D., Piñol, J. L., Zazpe, I., Corella, D., Carrasco, P., Toledo, E., Perez-Bauer, M., Martínez-González, M. Á., Salas-Salvadó, J., & Martín-Moreno, J. M. (2010) · British Journal of Nutrition · doi:10.1017/s0007114509993837 · Cited by 898
Lassale, C., Batty, G. D., Baghdadli, A., Jacka, F., Sánchez-Villegas, A., Kivimäki, M., & Akbaraly, T. (2019) · Molecular Psychiatry · doi:10.1038/s41380-018-0237-8 · Cited by 931
Subar, A. F., Kirkpatrick, S. I., Mittl, B., Zimmerman, T. P., Thompson, F. E., Bingley, C., Willis, G., Islam, N. G., Baranowski, T., McNutt, S., et al. (2012) · Journal of the Academy of Nutrition and Dietetics · doi:10.1016/j.jand.2012.04.016 · Cited by 934
Hosseini Esfahani, F., Asghari, G., Mirmiran, P., & Azizi, F. (2010) · Journal of Epidemiology · doi:10.2188/jea.je20090083 · Cited by 880
Dietary fibre intake and risk of cardiovascular disease: Systematic review and meta-analysis
Threapleton, D. E., Greenwood, D. C., Evans, C. E. L., Cleghorn, C. L., Nykjaer, C., Woodhead, C., Cade, J. E., Gale, C. P., & Burley, V. J. (2013) · BMJ · doi:10.1136/bmj.f6879 · Cited by 749
Carter, P., Gray, L. J., Troughton, J., Khunti, K., & Davies, M. J. (2010) · BMJ · doi:10.1136/bmj.c4229 · Cited by 728
Best Practices for Using Physical Activity Monitors in Population-Based Research
MATTHEWS, C. E., HAGSTRÖMER, M., POBER, D. M., & BOWLES, H. R. (2012) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e3182399e5b · Cited by 703
Mitrou, P. N. (2007) · Archives of Internal Medicine · doi:10.1001/archinte.167.22.2461 · Cited by 574
Meat Intake and Mortality: A Prospective Study of Over Half a Million People
Sinha, R., Cross, A. J., Graubard, B. I., Leitzmann, M. F., & Schatzkin, A. (2009) · Archives of Internal Medicine · doi:10.1001/archinternmed.2009.6 · Cited by 543
“We attempted to reduce measurement error by adjusting our models for reported energy intake.(15) The correlations for red meat consumption assessed from the food frequency questionnaire compared with two 24-hour recall diaries were 0.”
MethodMattes, R. D., & Popkin, B. M. (2009) · The American Journal of Clinical Nutrition · doi:10.3945/ajcn.2008.26792 · Cited by 521
Cross, A. J., Ferrucci, L. M., Risch, A., Graubard, B. I., Ward, M. H., Park, Y., Hollenbeck, A. R., Schatzkin, A., & Sinha, R. (2010) · Cancer Research · doi:10.1158/0008-5472.can-09-3929 · Cited by 469
Biomarkers in nutritional epidemiology: applications, needs and new horizons
Jenab, M., Slimani, N., Bictash, M., Ferrari, P., & Bingham, S. A. (2009) · Human Genetics · doi:10.1007/s00439-009-0662-5 · Cited by 448
Protein Intake and Incident Frailty in the Women's Health Initiative Observational Study
Beasley, J. M., LaCroix, A. Z., Neuhouser, M. L., Huang, Y., Tinker, L., Woods, N., Michael, Y., Curb, J. D., & Prentice, R. L. (2010) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2010.02866.x · Cited by 337
Schatzkin, A., Mouw, T., Park, Y., Subar, A. F., Kipnis, V., Hollenbeck, A., Leitzmann, M. F., & Thompson, F. E. (2007) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/85.5.1353 · Cited by 317
Murphy, N., Norat, T., Ferrari, P., Jenab, M., Bueno-de-Mesquita, B., Skeie, G., Dahm, C. C., Overvad, K., Olsen, A., Tjønneland, A., et al. (2012) · PLoS ONE · doi:10.1371/journal.pone.0039361 · Cited by 271
Talegawkar, S. A., Bandinelli, S., Bandeen-Roche, K., Chen, P., Milaneschi, Y., Tanaka, T., Semba, R. D., Guralnik, J. M., & Ferrucci, L. (2012) · The Journal of Nutrition · doi:10.3945/jn.112.165498 · Cited by 265
Dicken, S. J., & Batterham, R. L. (2021) · Nutrients · doi:10.3390/nu14010023 · Cited by 256
Improving self-reports of active and sedentary behaviors in large epidemiologic studies
Matthews, C. E., Moore, S. C., George, S. M., Sampson, J., & Bowles, H. R. (2012) · Exercise and Sport Sciences Reviews · doi:10.1097/jes.0b013e31825b34a0 · Cited by 211
Thompson, F. E., Kipnis, V., Midthune, D., Freedman, L. S., Carroll, R. J., Subar, A. F., Brown, C. C., Butcher, M. S., Mouw, T., Leitzmann, M., et al. (2008) · Public Health Nutrition · doi:10.1017/s1368980007000419 · Cited by 209
Self-citationLassale, C., Castetbon, K., Laporte, F., Camilleri, G. M., Deschamps, V., Vernay, M., Faure, P., Hercberg, S., Galan, P., & Kesse-Guyot, E. (2015) · British Journal Of Nutrition · doi:10.1017/s0007114515000057 · Cited by 181
Poti, J. M., Duffey, K. J., & Popkin, B. M. (2014) · The American Journal of Clinical Nutrition · doi:10.3945/ajcn.113.071928 · Cited by 175
Popkin, B. M., & Duffey, K. J. (2010) · The American Journal of Clinical Nutrition · doi:10.3945/ajcn.2009.28962 · Cited by 157
Howerton, M. W., Bell, B. S., Dodd, K. W., Berrigan, D., Stolzenberg-Solomon, R., & Nebeling, L. (2007) · Journal of Nutrition Education and Behavior · doi:10.1016/j.jneb.2007.01.010 · Cited by 123
Webster, C. C., Noakes, T. D., Chacko, S. K., Swart, J., Kohn, T. A., & Smith, J. A. H. (2016) · The Journal of Physiology · doi:10.1113/jp271934 · Cited by 115
Freedman, L. S., Midthune, D., Arab, L., Prentice, R. L., Subar, A. F., Willett, W., Neuhouser, M. L., Tinker, L. F., & Kipnis, V. (2018) · American Journal of Epidemiology · doi:10.1093/aje/kwy126 · Cited by 116
Self-citationWolfram, G., Bechthold, A., Boeing, H., Ellinger, S., Hauner, H., Kroke, A., Leschik-Bonnet, E., Linseisen, J., Lorkowski, S., Schulze, M., et al. (2015) · Annals of Nutrition and Metabolism · doi:10.1159/000437243 · Cited by 94
Bennett, D. A., Landry, D., Little, J., & Minelli, C. (2017) · BMC Medical Research Methodology · doi:10.1186/s12874-017-0421-6 · Cited by 85
Micronutrient Adequacy of Women’s Diet in Urban Burkina Faso Is Low
Becquey, E., & Martin-Prevel, Y. (2010) · The Journal of Nutrition · doi:10.3945/jn.110.123356 · Cited by 80
Townsend, R. F., Logan, D., O’Neill, R. F., Prinelli, F., Woodside, J. V., & McEvoy, C. T. (2023) · Nutrients · doi:10.3390/nu15020333 · Cited by 59
Altorf-van der Kuil, W., Brink, E. J., Boetje, M., Siebelink, E., Bijlsma, S., Engberink, M. F., Veer, P. V. '., Tomé, D., Bakker, S. J. L., van Baak, M. A., et al. (2013) · British Journal Of Nutrition · doi:10.1017/s0007114512005788 · Cited by 55
Nonparametric prediction in measurement error models
Carroll, R. J., Delaigle, A., & Hall, P. (2009) · Journal of the American Statistical Association · doi:10.1198/jasa.2009.tm07543 · Cited by 51
Partial associations of dietary iron, smoking and intestinal bacteria with colorectal cancer risk
Kato, I., Boleij, A., Kortman, G. A. M., Roelofs, R., Djuric, Z., Severson, R. K., & Tjalsma, H. (2013) · Nutrition and Cancer · doi:10.1080/01635581.2013.748922 · Cited by 46
Heinberg, L. J., Bond, D. S., Carroll, I., Crosby, R., Fodor, A., Fouladi, F., Gunstad, J., Mitchell, J., Peat, C., & Steffen, K. (2020) · Surgery for Obesity and Related Diseases · doi:10.1016/j.soard.2020.06.020 · Cited by 43
Diet quality and micronutrient intake among long-term weight loss maintainers
Pascual, R. W., Phelan, S., La Frano, M. R., Pilolla, K. D., Griffiths, Z., & Foster, G. D. (2019) · Nutrients · doi:10.3390/nu11123046 · Cited by 44
“However, the dietary and supplement intake were based solely on self-reporting, which is vulnerable to underreporting bias, particularly among individuals with higher BMIs [43,44].”
BackgroundLeermakers, E. T. M., Felix, J. F., Erler, N. S., Ćerimagić, A., Wijtzes, A. I., Hofman, A., Raat, H., Moll, H. A., Rivadeneira, F., Jaddoe, V. W. V., et al. (2015) · European Journal of Clinical Nutrition · doi:10.1038/ejcn.2015.2 · Cited by 29
Horikawa, C., Otsuka, R., Kato, Y., Nishita, Y., Tange, C., Rogi, T., Kawashima, H., Shibata, H., Ando, F., & Shimokata, H. (2018) · Nutrients · doi:10.3390/nu10111655 · Cited by 29
Lunch Salad Bars in New Orleans’ Middle and High Schools: Student Intake of Fruit and Vegetables
Johnson, C., Myers, L., Mundorf, A., O’Malley, K., Spruance, L., & Harris, D. (2017) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph14040415 · Cited by 20
Mahabir, S. (2014) · PharmaNutrition · doi:10.1016/j.phanu.2013.06.002 · Cited by 15
Effectiveness of a digital weight management program on diet quality: a randomized controlled trial
Palacios, A. M., Lee, A. M., Parker, C., Watts, C. Q., Dickinson, S. L., Henschel, B., Anderson, G., Kersey, J. X., Allison, D. B., Foster, G. D., et al. (2025) · The American Journal of Clinical Nutrition · doi:10.1016/j.ajcnut.2025.06.024 · Cited by 8
Periconceptional dietary quality and metabolic syndrome at 3 years postpartum
Bodnar, L. M., Jin, Q., Naimi, A. I., Simhan, H. N., Catov, J. M., Parisi, S. M., & Kirkpatrick, S. I. (2024) · Journal of the American Heart Association · doi:10.1161/jaha.124.035555 · Cited by 5
Metadata
- Authors
- Kipnis, V.
- Venue
- American Journal of Epidemiology
- Publisher
- Oxford University Press (OUP)
- Published
- 2003-07-01
- Volume
- 158
- Issue
- 1
- Pages
- 14-21
- ISSN
- 0002-9262 (ISSN-L)
- OpenAlex
- W2125277071
- Cited by
- 862
- References
- 3
- FWCI
- 29.01
- Type
- journal article
- Language
- en
- Open access
- closed
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.