Undereating and underrecording of habitual food intake in obese men: selective underreporting of fat intake
Open accessAbstract
Background Underreporting of food intake is common in obese subjects.Objective One aim of this study was to assess to what extent underreporting by obese men is explained by underrecording (failure to record in a food diary everything that is consumed) or undereating. Another aim of the study was to find out whether there was an indication for selective underreporting.Design Subjects were 30 obese men with a mean (+/-SD) body mass index (in kg/m(2)) of 34 +/- 4. Total food intake was measured over 1 wk. Energy expenditure (EE) was measured with the doubly labeled water method, and water loss was estimated with deuterium-labeled water. Energy balance was checked for by measuring body weight at the start and end of the food-recording week and 1 wk after the recording week.Results Mean energy intake and EE were 10.4 +/- 2.5 and 16.7 +/- 2. 4 MJ/d, respectively; underreporting was 37 +/- 16%. The mean body mass loss of 1.0 +/- 1.3 kg over the recording week was significantly different (P < 0.05) from the change in body mass over the nonrecording week, and indicated 26% undereating. Water intake (reported + metabolic water) and water loss were significantly different from each other and indicated 12% underrecording. The reported percentage of energy from fat was a function of the level of underreporting: percentage of energy from fat = 46 - 0.2 x percentage of underreporting (r(2) = 0.28, P = 0.003).Conclusions Total underreporting by the obese men was explained by underrecording and undereating. The obese men selectively underreported fat intake.
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Several studies found that underreporting of energy intake, especially for snacks, was more common in obese persons.
“Several studies (53)(54)(55) found that underreporting of EI, especially for snacks, was more common in obese persons.”
From Beneficial metabolic effects of regular meal frequency on dietary thermogenesis, insulin sensitivity, and fasting lipid profiles in healthy obese women1–3 (2005) · cites this paper as [55]
The Introduction says that underreporting increases with body mass index. But the Discussion says this study found no selective omission of snacks among obese men; its example of underreported between-meal snacks concerns nonobese women. The source therefore supports the obesity-related underreporting claim, but not the implication that snacks were especially underreported by obese persons. (LLM, conf=0.88)
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Cites
Discrepancy between Self-Reported and Actual Caloric Intake and Exercise in Obese Subjects
Lichtman, S. W., Pisarska, K., Berman, E. R., Pestone, M., Dowling, H. J., Offenbacher, E. G., Weisel, H., Heshka, S., Matthews, D. E., & Heymsfield, S. B. (1992) · New England Journal of Medicine · doi:10.1056/nejm199212313272701 · Cited by 1,270 · see citing works
Dietary underreporting by obese individuals—is it specific or non-specific?
Heitmann, B. L., & Lissner, L. (1995) · BMJ · doi:10.1136/bmj.311.7011.986 · Cited by 651 · see citing works
Validity of reported energy intake in obese and nonobese adolescents
Bandini, L., Schoeller, D., Cyr, H., & Dietz, W. (1990) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/52.3.421 · Cited by 637 · see citing works
High levels of energy expenditure in obese women.
Prentice, A., BLACK, A. E., Coward, W. A., Davies, H. L., Goldberg, G. R., Murgatroyd, P. R., Ashford, J., Sawyer, M. B., & Whitehead, R. G. (1986) · BMJ · doi:10.1136/bmj.292.6526.983 · Cited by 590 · see citing works
How accurate is self-reported dietary energy intake?
Schoeller, D. A. (2009) · Nutrition Reviews · doi:10.1111/j.1753-4887.1990.tb02882.x · Cited by 559 · see citing works
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 · see citing works
Poppitt, S., Swann, D., Black, A., & Prentice, A. M. (1998) · International Journal of Obesity · doi:10.1038/sj.ijo.0800584 · Cited by 364 · see citing works
Westerterp, K. R., Wouters, L., & Lichtenbelt, W. D. V. M. (1995) · Obesity Research · doi:10.1002/j.1550-8528.1995.tb00007.x · Cited by 328 · see citing works
Self-citationInaccuracies in self-reported intake identified by comparison with the doubly labelled water method
Schoeller, D. A., Bandini, L. G., & Dietz, W. H. (1990) · Canadian Journal of Physiology and Pharmacology · doi:10.1139/y90-143 · Cited by 266 · see citing works
Long-term effect of physical activity on energy balance and body composition
Westerterp, K. R., Meijer, G. A. L., Janssen, E. M. E., Saris, W. H. M., & Hoor, F. T. (1992) · British Journal of Nutrition · doi:10.1079/bjn19920063 · Cited by 242 · see citing works
Self-citationDo we eat less fat, or just report so?
Heitmann, B., Lissner, L., & Osler, M. (2000) · International Journal of Obesity · doi:10.1038/sj.ijo.0801176 · Cited by 235 · see citing works
Correlates of over- and underreporting of energy intake in healthy older men and women
Johnson, R., Goran, M., & Poehlman, E. T. (1994) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/59.6.1286 · Cited by 220 · see citing works
Briefel, R., McDowell, M., Alaimo, K., Caughman, C., Bischof, A., Carroll, M., & Johnson, C. (1995) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/62.5.1072s · Cited by 205 · see citing works
Dietary fat and obesity: an epidemiologic perspective
Seidell, J. C. (1998) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/67.3.546s · Cited by 204 · see citing works
Energy intake, physical activity and body weight: a simulation model
Westerterp, K. R., Donkers, J. H. H. L. M., Fredrix, E. W. H. M., & oekhoudt, P. (1995) · British Journal Of Nutrition · doi:10.1079/bjn19950037 · Cited by 202 · see citing works
Self-citationUnderreporting of Habitual Food Intake Is Explained by Undereating in Highly Motivated Lean Women
Goris, A. H. C., & Westerterp, K. R. (1999) · Journal of Nutrition · doi:10.1093/jn/129.4.878 · Cited by 131 · see citing works
Self-citationEnergy balance during an 8-wk energy-restricted diet with and without exercise in obese women
Kempen, K. P., Saris, W. H. M., & Westerterp, K. R. (1995) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/62.4.722 · Cited by 129 · see citing works
Self-citationVoss, S., Kroke, A., Klipstein‐Grobusch, K., & Boeing, H. (1998) · European Journal of Clinical Nutrition · doi:10.1038/sj.ejcn.1600525 · Cited by 123 · see citing works
Validation of the deuterium oxide method for measuring average daily milk intake in infants
Fjeld, C., Brown, K., & Schoeller, D. (1988) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/48.3.671 · Cited by 90 · see citing works
Westerterp‐Plantenga, M. S., Pasman, W. J., Yedema, M. J., & Wijckmans, N. E. G. (1996) · PubMed · Cited by 66 · see citing works
Self-citationWierik, E. J. M. V.-T., Westerterp, K. R., & van den Berg, H. (1995) · PubMed · Cited by 65 · see citing works
Self-citationMeasuring intake in free-living human subjects: a question of bias
Lissner, L., Heitmann, B. L., & Lindroos, A. K. (1998) · Proceedings of The Nutrition Society · doi:10.1079/pns19980048 · Cited by 58 · see citing works
Prevalence of Overweight Among Adolescents—United States, 1988-1991
(1994) · JAMA · doi:10.1001/jama.1994.03520220031025 · Cited by 51 · see citing works
Unexplained Disturbance in Body Weight Regulation
Buhl, K. M., Gallagher, D., HOY, K., Matthews, D. E., & Heymsfield, S. B. (1995) · Journal of the American Dietetic Association · doi:10.1016/s0002-8223(95)00367-3 · Cited by 50 · see citing works
Roberts, S. B., Pi-Sunyer, F. X., Dreher, M. L., Hahn, R., Hill, J. O., Kleinman, R. E., Peters, J. C., Ravussin, É., Rolls, B. J., Yetley, E. A. D., et al. (2009) · Nutrition Reviews · doi:10.1111/j.1753-4887.1998.tb01730.x · Cited by 50 · see citing works
Hulshof, K. F. A. M., Löwik, M. R. H., Kistemaker, C., Hermus, R. J. J., ten Hoor, F., & Ockhuizen, T. (1993) · Journal of the American College of Nutrition · doi:10.1080/07315724.1993.10718299 · Cited by 49 · see citing works
Pannemans, D. L. E., & Westerterp, K. R. (1993) · PubMed · Cited by 47 · see citing works
Self-citationIs dietary underreporting macronutrient-specific?
Lissner, L., & Lindroos, A. K. (1994) · PubMed · Cited by 46 · see citing works
Energy Adjustment Does Not Control for Differential Recall Bias in Nutritional Epidemiology
Bellach, B.-M., & Kohlmeier, L. (1998) · Journal of Clinical Epidemiology · doi:10.1016/s0895-4356(97)00302-8 · Cited by 31 · see citing works
Is dietary underreporting macronutrient specific?
Rutishauser, I. H. E. (1995) · PubMed · Cited by 12 · see citing works
Flagged first, then by citations
Research works printed but not linked: 3
- Westerterp KR, Verboeket-van de Venne WPHG, Meijer GAL, Hoor ten F. Self-reported intake as a measure for energy intake. A valida- tion against doubly labelled water. Obes Eur 1991;91:17-22.
- Goris AHC, Westerterp KR. Underreporting of habitual food explained by undereating in motivated lean women. J Nutr 1999;129:878-82.
- Breedveld BC, Hulshof KFAM. Hoe goed voedt de gemiddelde Nederlander zich? (How healthy does the average Dutch person eat?) Nutrition 1998;1:11-5 (in Dutch).
Cited by
Sorted by citations
Chowdhury, R., Warnakula, S., Kunutsor, S., Crowe, F., Ward, H. A., Johnson, L., Franco, O. H., Butterworth, A. S., Forouhi, N. G., Thompson, S. G., et al. (2014) · Annals of Internal Medicine · doi:10.7326/m13-1788 · Cited by 1,139 · see citing works
Markers of the Validity of Reported Energy Intake
Livingstone, M. B. E., & Black, A. E. (2003) · The Journal of Nutrition · doi:10.1093/jn/133.3.895s · Cited by 1,081 · see citing works
Dietary fats and prevention of type 2 diabetes
Risérus, U., Willett, W. C., & Hu, F. B. (2009) · Progress in Lipid Research · doi:10.1016/j.plipres.2008.10.002 · Cited by 753 · see citing works
The validity of self-reported energy intake as determined using the doubly labelled water technique
Hill, R. J., & Davies, P. S. W. (2001) · British Journal of Nutrition · doi:10.1079/bjn2000281 · Cited by 589 · see citing works
Freedman, M. R., King, J., & Kennedy, E. (2001) · Obesity Research · doi:10.1038/oby.2001.113 · Cited by 421 · see citing works
Farshchi, H. R., Taylor, M. A., & Macdonald, I. A. (2005) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/81.1.16 · Cited by 288 · see citing works
Doubly labelled water assessment of energy expenditure: principle, practice, and promise.
Westerterp, K. R. (2017) · European Journal of Applied Physiology · doi:10.1007/s00421-017-3641-x · Cited by 219 · see citing works
Saadatian-Elahi, M., Slimani, N., Chajès, V., Jenab, M., Goudable, J., Biessy, C., Ferrari, P., Byrnes, G., Autier, P., Peeters, P. H., et al. (2009) · The American Journal of Clinical Nutrition · doi:10.3945/ajcn.2008.26834 · Cited by 213 · see citing works
Procedures for screening out inaccurate reports of dietary energy intake
Mccrory, M. A., Hajduk, C. L., & Roberts, S. B. (2002) · Public Health Nutrition · doi:10.1079/phn2002387 · Cited by 213 · see citing works
Additional Protein Intake Limits Weight Regain after Weight Loss in Humans
Lejeune, M. P. G. M., Kovacs, E. M. R., & Westerterp-Plantenga, M. S. (2005) · British Journal of Nutrition · doi:10.1079/bjn20041305 · Cited by 211 · see citing works
Self-citationThe Psychosocial and Behavioral Characteristics Related to Energy Misreporting
Maurer, J., Taren, D. L., Teixeira, P. J., Thomson, C. A., Lohman, T. G., Going, S. B., & Houtkooper, L. B. (2006) · Nutrition Reviews · doi:10.1111/j.1753-4887.2006.tb00188.x · Cited by 244 · see citing works
Dietary fiber and satiety: the effects of oats on satiety
Rebello, C. J., O’Neil, C. E., & Greenway, F. L. (2016) · Nutrition Reviews · doi:10.1093/nutrit/nuv063 · Cited by 188 · see citing works
Glueck, C. J., Fontaine, R. N., Wang, P., Subbiah, M. T. R., Weber, K., Illig, E., Streicher, P., Sieve-Smith, L., Tracy, T. M., Lang, J. E., et al. (2001) · Metabolism · doi:10.1053/meta.2001.24192 · Cited by 188 · see citing works
Goulet, J., Nadeau, G., Lapointe, A., Lamarche, B., & Lemieux, S. (2004) · Nutrition Journal · doi:10.1186/1475-2891-3-13 · Cited by 173 · see citing works
Ezpeleta, M., Gabel, K., Cienfuegos, S., Kalam, F., Lin, S., Pavlou, V., Song, Z., Haus, J. M., Koppe, S., Alexandria, S. J., et al. (2023) · Cell Metabolism · doi:10.1016/j.cmet.2022.12.001 · Cited by 181 · see citing works
True fractional calcium absorption is decreased after Roux-en-Y gastric bypass surgery
Riedt, C. S., Brolin, R. E., Sherrell, R. M., Field, M. P., & Shapses, S. A. (2006) · Obesity · doi:10.1038/oby.2006.226 · Cited by 166 · see citing works
Micronutrient deficiency in obese subjects undergoing low calorie diet
Damms-Machado, A., Weser, G., & Bischoff, S. C. (2012) · Nutrition Journal · doi:10.1186/1475-2891-11-34 · Cited by 157 · see citing works
Differential Effects of Alternate-Day Fasting Versus Daily Calorie Restriction on Insulin Resistance
Gabel, K., Kroeger, C. M., Trepanowski, J. F., Hoddy, K. K., Cienfuegos, S., Kalam, F., & Varady, K. A. (2019) · Obesity · doi:10.1002/oby.22564 · Cited by 144 · see citing works
Dugas, L. R., Harders, R., Merrill, S., Ebersole, K., Shoham, D. A., Rush, E. C., Assah, F. K., Forrester, T., Durazo-Arvizu, R. A., & Luke, A. (2011) · The American Journal of Clinical Nutrition · doi:10.3945/ajcn.110.007278 · Cited by 138 · see citing works
Westerterp, K. R. (2010) · Nutrition Reviews · doi:10.1111/j.1753-4887.2010.00270.x · Cited by 141 · see citing works
Self-citationAgarwal, S., Reider, C., Brooks, J. R., & Fulgoni, V. L. (2015) · Journal of the American College of Nutrition · doi:10.1080/07315724.2014.901196 · Cited by 126 · see citing works
An intervention study targeting energy and nutrient intake in worksite cafeterias
Lowe, M. R., Tappe, K. A., Butryn, M. L., Annunziato, R. A., Coletta, M. C., Ochner, C. N., & Rolls, B. J. (2010) · Eating Behaviors · doi:10.1016/j.eatbeh.2010.01.002 · Cited by 117 · see citing works
Short‐Term Effects of Gastric Bypass Surgery on Circulating Ghrelin Levels
Morínigo, R., Casamitjana, R., Moizé, V., Lacy, A. M., Delgado, S., Gomis, R., & Vidal, J. (2004) · Obesity Research · doi:10.1038/oby.2004.139 · Cited by 108 · see citing works
Vitolins, M. Z., Anderson, A. M., Delahanty, L., Raynor, H., Miller, G. D., Mobley, C., Reeves, R., Yamamoto, M., Champagne, C., Wing, R. R., et al. (2009) · Journal of the American Dietetic Association · doi:10.1016/j.jada.2009.05.016 · Cited by 89 · see citing works
Metabolic Phenotyping Guidelines: studying eating behaviour in humans
Gibbons, C., Finlayson, G., Dalton, M., Caudwell, P., & Blundell, J. E. (2014) · Journal of Endocrinology · doi:10.1530/joe-14-0020 · Cited by 74 · see citing works
Shay, L. E., Seibert, D., Watts, D., Sbrocco, T., & Pagliara, C. (2009) · Eating Behaviors · doi:10.1016/j.eatbeh.2009.07.004 · Cited by 68 · see citing works
Habitual meal frequency and energy intake regulation in partially temporally isolated men
Westerterp-Plantenga, M., Kovacs, E., & Melanson, K. (2002) · International Journal of Obesity · doi:10.1038/sj.ijo.0801855 · Cited by 61 · see citing works
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Guyot, E., Dougkas, A., Nazare, J., Bagot, S., Disse, E., & Iceta, S. (2021) · Obesity Reviews · doi:10.1111/obr.13315 · Cited by 27 · see citing works
- Authors
- Goris, A. H., Westerterp-Plantenga, M. S., & Westerterp, K. R.
- Affiliations
- Maastricht University (NL)
- Corresponding author
- Goris, Annelies HC
- Venue
- The American Journal of Clinical Nutrition
- Publisher
- Elsevier BV
- Published
- 2000-01
- Volume
- 71
- Issue
- 1
- Pages
- 130-134
- ISSN
- 0002-9165 (ISSN-L)
- OpenAlex
- W2171103387
- Cited by
- 530
- References
- 31
- Citations by year
- 2026: 3 · 2025: 10 · 2024: 8 · 2023: 8 · 2022: 9 · 2021: 10 · 2020: 19 · 2019: 23 · 2018: 15 · 2017: 23 · 2016: 16 · 2015: 23 · 2014: 34 · 2013: 24 · 2012: 24
- FWCI
- 25.48
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- American Journal of Clinical Nutrition (publishedVersion)
- PubMed (publishedVersion)
- Research Publications (Maastricht University) (publishedVersion, other-oa)
- Research Publications (Maastricht University) (submittedVersion, other-oa)
- Topics
- Health Sciences › Nursing › Nutrition and Dietetics › Nutrition, Health and Food Behavior
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
- Life Sciences › Neuroscience › Endocrine and Autonomic Systems › Regulation of Appetite and Obesity
- Keywords
- underreporting of food intake, food diary, undereating, dietary fat intake, energy balance, energy expenditure, water intake, water loss, obesity, men, weight loss
- MeSH terms
- Adult, Energy Intake, Dietary Fats, Eating, Energy Metabolism, Humans, Male, Obesity, Regression Analysis, Diet Records, Body Mass Index
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