Objective versus self-reported energy intake changes during low-carbohydrate and low-fat diets
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Abstract
Objective: This study aimed to compare self‐reported with objective measurements of energy intake changes (∆EI) during a 1‐year weight‐loss intervention with subjects randomized to low‐carbohydrate versus low‐fat diets. Methods: Repeated body weight measurements were used as inputs to an objective mathematical model to calculate ∆EI Model and to compare with self‐reported energy intake changes assessed by repeated 24‐hour recalls (∆EI Recall ). Results: ∆EI Recall indicated a relatively persistent state of calorie restriction of ~500 to 600 kcal/d at 3, 6, and 12 months with no significant differences between the diets. ∆EI Model demonstrated large early decreases in calorie intake > 800 kcal/d followed by an exponential return to ~100 kcal/d below baseline at the end of the year. Accounting for self‐reported physical activities did not materially affect the results. Discrepancies between ∆EI Model and ∆EI Recall became progressively greater over time. The low‐carbohydrate diet resulted in ∆EI Model that was 162 ± 53 kcal/d lower than the low‐fat diet over the first 3 months ( P = 0.002), but no significant diet differences were found thereafter. Conclusions: Self‐reported ∆EI measurements were inaccurate. Model‐based calculations of ∆EI found that instructions to follow the low‐carbohydrate diet resulted in greater calorie restriction than the low‐fat diet in the early phases of the intervention, but these diet differences were not sustained.
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In DIETFITS, weight loss was greater when consuming a low-carbohydrate than low-fat diet at 3 and 6 months, a difference that did not persist at 12 months.
“In DIETFITS (Diet Intervention Examining The Factors Interacting with Treatment Success), weight loss was greater when consuming a low-carbohydrate than when consuming a low-fat diet at 3 and 6 mo, a difference that did not persist at 12 mo (156, 157).”
From The carbohydrate-insulin model: A physiological perspective on the obesity pandemic (2021) · cites this paper as [157]
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PHYSICAL ACTIVITY ASSESSMENT METHODOLOGY IN THE FIVE-CITY PROJECT1
SALLIS, J. F., HASKELL, W. L., WOOD, P. D., FORTMANN, S. P., ROGERS, T., BLAIR, S. N., & PAFFENBARGER, R. S. (1985) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a113987 · Cited by 1,716 · see citing works
Franz, M. J., VanWormer, J. J., Crain, A. L., Boucher, J. L., Histon, T., Caplan, W., Bowman, J. D., & Pronk, N. P. (2007) · Journal of the American Dietetic Association · doi:10.1016/j.jada.2007.07.017 · Cited by 1,559 · see citing works
Quantification of the effect of energy imbalance on bodyweight
Hall, K. D., Sacks, G., Chandramohan, D., Chow, C. C., Wang, Y. C., Gortmaker, S. L., & Swinburn, B. A. (2011) · The Lancet · doi:10.1016/s0140-6736(11)60812-x · Cited by 1,165 · see citing works
Self-citationGardner, C. D., Trepanowski, J. F., Del Gobbo, L. C., Hauser, M. E., Rigdon, J., Ioannidis, J. P. A., Desai, M., & King, A. C. (2018) · JAMA · doi:10.1001/jama.2018.0245 · Cited by 709 · see citing works
Self-citationHow 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
Ravussin, E., Redman, L. M., Rochon, J., Das, S. K., Fontana, L., Kraus, W. E., Romashkan, S., Williamson, D. A., Meydani, S. N., Villareal, D. T., et al. (2015) · The Journals of Gerontology Series A: Biological Sciences and Medical Sciences · doi:10.1093/gerona/glv057 · Cited by 489 · see citing works
Do ketogenic diets really suppress appetite? A systematic review and meta‐analysis
Gibson, A. A., Seimon, R. V., Lee, C. M. Y., Ayre, J., Franklin, J., Markovic, T. P., Caterson, I. D., & Sainsbury, A. (2015) · Obesity Reviews · doi:10.1111/obr.12230 · Cited by 366 · see citing works
Adaptive thermogenesis in humans
Rosenbaum, M., & Leibel, R. L. (2010) · International Journal of Obesity · doi:10.1038/ijo.2010.184 · Cited by 349 · see citing works
Polidori, D., Sanghvi, A., Seeley, R. J., & Hall, K. D. (2016) · Obesity · doi:10.1002/oby.21653 · Cited by 209 · see citing works
Self-citationRacette, S. B., Das, S. K., Bhapkar, M. V., Hadley, E. C., Roberts, S. B., Ravussin, É., Pieper, C. F., DeLany, J. P., Kraus, W. E., Rochon, J., et al. (2011) · American Journal of Physiology-Endocrinology and Metabolism · doi:10.1152/ajpendo.00290.2011 · Cited by 114 · see citing works
Sanghvi, A., Redman, L. M., Martin, C. K., Ravussin, É., & Hall, K. D. (2015) · American Journal of Clinical Nutrition · doi:10.3945/ajcn.115.111070 · Cited by 72 · see citing works
Self-citationStanton, M. V., Robinson, J. L., Kirkpatrick, S. M., Farzinkhou, S., Avery, E. C., Rigdon, J., Offringa, L. C., Trepanowski, J. F., Hauser, M. E., Hartle, J. C., et al. (2016) · Contemporary Clinical Trials · doi:10.1016/j.cct.2016.12.021 · Cited by 50 · see citing works
Self-citationSimulating long-term human weight-loss dynamics in response to calorie restriction
Guo, J., Brager, D., & Hall, K. D. (2018) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/nqx080 · Cited by 34 · see citing works
Self-citationQuantifying energy intake changes during obesity pharmacotherapy
Göbel, B., Sanghvi, A., & Hall, K. D. (2014) · Obesity · doi:10.1002/oby.20813 · Cited by 16 · see citing works
Self-citationReducing Calories to Lose Weight
Hall, K. D., Schoeller, D. A., & Brown, A. W. (2018) · JAMA · doi:10.1001/jama.2018.4257 · Cited by 14 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Lowe, D. A., Wu, N., Rohdin-Bibby, L., Moore, A. H., Kelly, N., Liu, Y. E., Philip, E., Vittinghoff, E., Heymsfield, S. B., Olgin, J. E., et al. (2020) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2020.4153 · Cited by 553 · see citing works
The energy balance model of obesity: beyond calories in, calories out
Hall, K. D., Farooqi, I. S., Friedman, J. M., Klein, S., Loos, R. J., Mangelsdorf, D. J., O’Rahilly, S., Ravussin, E., Redman, L. M., Ryan, D. H., et al. (2022) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/nqac031 · Cited by 315 · see citing works
Self-citationThe carbohydrate-insulin model: A physiological perspective on the obesity pandemic
Ludwig, D. S., Aronne, L. J., Astrup, A., de Cabo, R., Cantley, L. C., Friedman, M. I., Heymsfield, S. B., Johnson, J. D., King, J. C., Krauss, R. M., et al. (2021) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/nqab270 · Cited by 292 · see citing works
Dietary interventions for obesity: clinical and mechanistic findings.
Chao, A. M., Quigley, K. M., & Wadden, T. A. (2021) · Journal of Clinical Investigation · doi:10.1172/jci140065 · Cited by 257 · see citing works
A Role for GLP-1 in Treating Hyperphagia and Obesity
Grill, H. J. (2020) · Endocrinology · doi:10.1210/endocr/bqaa093 · Cited by 101 · see citing works
Low-carbohydrate versus balanced-carbohydrate diets for reducing weight and cardiovascular risk
Naude, C. E., Brand, A., Schoonees, A., Nguyen, K. A., Chaplin, M., & Volmink, J. (2022) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd013334.pub2 · Cited by 91 · see citing works
Low Carbohydrate and Low-Fat Diets: What We Don’t Know and Why We Should Know It
Seid, H., & Rosenbaum, M. (2019) · Nutrients · doi:10.3390/nu11112749 · Cited by 71 · see citing works
Carbohydrates, insulin, and obesity
Speakman, J. R., & Hall, K. D. (2021) · Science · doi:10.1126/science.aav0448 · Cited by 66 · see citing works
Self-citationFalkenhain, K., Locke, S., Lowe, D. A., Reitsma, N., Lee, T., Singer, J., Weiss, E. J., & Little, J. P. (2021) · Obesity · doi:10.1002/oby.23242 · Cited by 27 · see citing works
de Oliveira, B. F., Chang, C. R., Oetsch, K. M., Falkenhain, K., Crampton, K., Stork, M., Hoonjan, M., Elliott, T. G., François, M. E., & Little, J. P. (2023) · American Journal of Clinical Nutrition · doi:10.1016/j.ajcnut.2023.04.032 · Cited by 25 · see citing works
Offringa, L. C., Hartle, J. C., Rigdon, J., & Gardner, C. D. (2021) · Nutrients · doi:10.3390/nu13103625 · Cited by 13 · see citing works
Self-citationSoto-Mota, A., Pereira, M. A., Ebbeling, C. B., Aronica, L., & Ludwig, D. S. (2023) · American Journal of Clinical Nutrition · doi:10.1016/j.ajcnut.2022.12.014 · Cited by 14 · see citing works
Kowalski, C., Dustin, D., Ilayan, A., Johnson, L. K., Belury, M. A., & Conrad, Z. (2024) · Journal of the Academy of Nutrition and Dietetics · doi:10.1016/j.jand.2024.07.006 · Cited by 11 · see citing works
Emerging insights in weight management and prevention: implications for practice and research
Doucet, É., Hall, K. D., Miller, A., Taylor, V. H., Ricupero, M., Haines, J., Brauer, P. M., Gudzune, K. A., House, J. D., & Dhaliwal, R. (2020) · Applied Physiology, Nutrition, and Metabolism · doi:10.1139/apnm-2020-0585 · Cited by 8 · see citing works
Self-citationStorz, M. A., & Ronco, Á. L. (2025) · Current Developments in Nutrition · doi:10.1016/j.cdnut.2025.107557 · Cited by 3 · see citing works
Organ cross-talk and the aetiology of obesity – an impasse
Speakman, J. R. (2022) · Journal of Holistic Integrative Pharmacy · doi:10.1016/s2707-3688(23)00060-2 · Cited by 2 · see citing works
Oliveira, B., Falkenhain, K., Davy, B. M., Davy, K. P., & Little, J. P. (2024) · Applied Physiology, Nutrition, and Metabolism · doi:10.1139/apnm-2023-0568 · Cited by 2 · see citing works
Personal and Lifestyle Determinants of Glycemic Variability in Healthy Adults Without Diabetes
Park, D., Jo, G., Oh, H., & Shin, M. (2024) · CardioMetabolic Syndrome Journal · doi:10.51789/cmsj.2024.4.e15 · Cited by 1 · see citing works
- Authors
- Guo, J., Robinson, J. L., Gardner, C. D., & Hall, K. D.
- Affiliations
- National Institute of Diabetes and Digestive and Kidney Diseases (US)
- Stanford Medicine (US)
- Corresponding author
- Hall, Kevin D.
- Venue
- Obesity
- Publisher
- Wiley
- Published
- 2019-01-22
- Volume
- 27
- Issue
- 3
- Pages
- 420-426
- ISSN
- 1930-7381 (ISSN-L)
- 1930-739X
- PMC
- PMC6392435
- OpenAlex
- W2951606577
- Cited by
- 18
- References
- 15
- Citations by year
- 2025: 1 · 2024: 3 · 2023: 2 · 2022: 3 · 2021: 5 · 2020: 3 · 2019: 1
- FWCI
- 2.06
- Type
- journal article
- Language
- en
- Open access
- green
- doi.org
- Locations
- Obesity (publishedVersion)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute of Diabetes and Digestive and Kidney Diseases (1R01DK091831, 1ZIADK013036)
- Topics
- Health Sciences › Medicine › Physiology › Diet and metabolism studies
- Health Sciences › Medicine › Physiology › Dietary Effects on Health
- Health Sciences › Nursing › Nutrition and Dietetics › Nutrition, Health and Food Behavior
- Keywords
- energy intake, low-carbohydrate diet, low-fat diet, weight loss, caloric restriction, 24-hour dietary recall, dietary adherence, physical activity
- MeSH terms
- Energy Intake, Female, Humans, Male, Diet, Fat-Restricted, Diet, Carbohydrate-Restricted, Self Report
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