The DOI matches its Crossref record; 64 of the 67 references it cites were found in a registry or an index.
The association of fast food consumption with poor dietary outcomes and obesity among children: is it the fast food or the remainder of the diet?
Open accessAbstract
Background Although fast food consumption has been linked to adverse health outcomes, the relative contribution of fast food itself compared with the rest of the diet to these associations remains unclear.Objective Our objective was to compare the independent associations with overweight/obesity or dietary outcomes for fast food consumption compared with dietary pattern for the remainder of intake.Design This cross-sectional analysis studied 4466 US children aged 2-18 y from NHANES 2007-2010. Cluster analysis identified 2 dietary patterns for the non-fast food remainder of intake: Western (50.3%) and Prudent. Multivariable-adjusted linear and logistic regression models examined the association between fast food consumption and dietary pattern for the remainder of intake and estimated their independent associations with overweight/obesity and dietary outcomes.Results Half of US children consumed fast food: 39.5% low-consumers (≤30% of energy from fast food) and 10.5% high-consumers (>30% of energy). Consuming a Western dietary pattern for the remainder of intake was more likely among fast food low-consumers (OR: 1.51; 95% CI: 1.24, 1.85) and high-consumers (OR: 2.21; 95% CI: 1.60, 3.05) than among nonconsumers. The remainder of diet was independently associated with overweight/obesity (β: 5.9; 95% CI: 1.3, 10.5), whereas fast food consumption was not, and the remainder of diet had stronger associations with poor total intake than did fast food consumption.Conclusions Outside the fast food restaurant, fast food consumers ate Western diets, which might have stronger associations with overweight/obesity and poor dietary outcomes than fast food consumption itself. Our findings support the need for prospective studies and randomized trials to confirm these hypotheses.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“A recent analysis of NHANES 2007–2010 showed that half of US children, ages 2–18 years, consumed fast-food and 10.5 % were high consumers, with more than 30 % of their daily calories coming from fast-food restaurants [5].”
From Comparison of the nutrient content of children’s menu items at US restaurant chains, 2010–2014 (2015) · cites this paper as [5]
In the citing paper
“and the overall proportion of highly processed food in diets has grown (50,51).”
From Food Consumption and its Impact on Cardiovascular Disease: Importance of Solutions Focused on the Globalized Food System (2015) · cites this paper as [51]
Citations
Cites
Prevalence of obesity and trends in body mass index among US children and adolescents, 1999-2010.
Ogden, C., Carroll, M., Kit, B., & Flegal, K. (2012) · Journal of the American Medical Association (JAMA) · doi:10.1001/jama.2012.40 · Cited by 4,128
Changes in diet and lifestyle and long-term weight gain in women and men
Mozaffarian, D., Hao, T., Rimm, E. B., Willett, W. C., & Hu, F. B. (2011) · New England Journal of Medicine · doi:10.1056/nejmoa1014296 · Cited by 2,527
Pereira, M. A., Kartashov, A. I., Ebbeling, C. B., Van Horn, L., Slattery, M. L., Jacobs, D. R., & Ludwig, D. S. (2005) · The Lancet · doi:10.1016/s0140-6736(04)17663-0 · Cited by 1,348
National Health and Nutrition Examination Survey
(2008) · Sage eBooks · doi:10.4135/9781412953948.n305 · Cited by 1,341
Overweight Children and Adolescents: Description, Epidemiology, and Demographics
Troiano, R. P., & Flegal, K. M. (1998) · PEDIATRICS · doi:10.1542/peds.101.s2.497 · Cited by 1,318
Bowman, S., Gortmaker, S. L., Ebbeling, C. B., Pereira, M. A., & Ludwig, D. S. (2004) · PEDIATRICS · doi:10.1542/peds.113.1.112 · Cited by 1,165
Guthrie, J. F., Lin, B.-H., & Frazao, E. (2002) · Journal of Nutrition Education and Behavior · doi:10.1016/s1499-4046(06)60083-3 · Cited by 973 · cited 2×
“Model 2 (including fast food and dietary pattern) 21 (28, 6) –12 (220, 25) –39 (246, 232)*** Vegetables(7)”
BackgroundIssues in dietary intake assessment of children and adolescents
Livingstone, M. B. E., Robson, P. J., & Wallace, J. M. W. (2004) · British Journal Of Nutrition · doi:10.1079/bjn20041169 · Cited by 915
Structure of Dietary Measurement Error: Results of the OPEN Biomarker Study
Kipnis, V. (2003) · American Journal of Epidemiology · doi:10.1093/aje/kwg091 · Cited by 875
The USDA Automated Multiple-Pass Method Accurately Estimates Group Total Energy and Nutrient Intake
Blanton, C. A., Moshfegh, A. J., Baer, D. J., & Kretsch, M. J. (2006) · Journal of Nutrition · doi:10.1093/jn/136.10.2594 · Cited by 767
Fast-food consumption among US adults and children: Dietary and nutrient intake profile
Paeratakul, S., Ferdinand, D. P., Champagne, C. M., Ryan, D. H., & Bray, G. A. (2003) · Journal of the American Dietetic Association · doi:10.1016/s0002-8223(03)01086-1 · Cited by 761
Measurement of dietary intake in children
Livingstone, M. B. E., & Robson, P. J. (2000) · Proceedings of the Nutrition Society · doi:10.1017/s0029665100000318 · Cited by 750
French, S. A., Story, M. T., Neumark‐Sztainer, D., Fulkerson, J. A., & Hannan, P. J. (2001) · International Journal of Obesity · doi:10.1038/sj.ijo.0801820 · Cited by 738
Burrows, T. L., Martin, R. J., & Collins, C. E. (2010) · Journal of the American Dietetic Association · doi:10.1016/j.jada.2010.07.008 · Cited by 700
Rosenheck, R. (2008) · Obesity Reviews · doi:10.1111/j.1467-789x.2008.00477.x · Cited by 694
Tooze, J. A., Midthune, D., Dodd, K. W., Freedman, L. S., Krebs‐Smith, S. M., Subar, A. F., Guenther, P. M., Carroll, R. J., & Kipnis, V. (2006) · Journal of the American Dietetic Association · doi:10.1016/j.jada.2006.07.003 · Cited by 659
SECULAR TRENDS IN DIETARY INTAKE IN THE UNITED STATES
Briefel, R. R., & Johnson, C. L. (2004) · Annual Review of Nutrition · doi:10.1146/annurev.nutr.23.011702.073349 · Cited by 638
Trends in Energy Intake in U.S. between 1977 and 1996: Similar Shifts Seen across Age Groups
Nielsen, S. J., Siega‐Riz, A. M., & Popkin, B. M. (2002) · Obesity Research · doi:10.1038/oby.2002.51 · Cited by 634
Self-citationNiemeier, H. M., Raynor, H. A., Lloyd‐Richardson, E. E., Rogers, M. L., & Wing, R. R. (2006) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2006.07.001 · Cited by 549
Changes in terminology for childhood overweight and obesity.
Ogden, C. L., & Flegal, K. M. (2010) · PubMed · Cited by 485
Duffey, K. J., Gordon‐Larsen, P., Jacobs, D. R., Williams, O. D., & Popkin, B. M. (2007) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/85.1.201 · Cited by 408
Self-citationDietary Compensation by Humans for Supplemental Energy Provided as Ethanol or Carbohydrate in Fluids
Mattes, R. D. (1996) · Physiology & Behavior · doi:10.1016/0031-9384(95)02007-1 · Cited by 403
Retail Grocery Store Marketing Strategies and Obesity
Glanz, K., Bader, M. D. M., & Iyer, S. (2012) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2012.01.013 · Cited by 356
Trends in Energy Intake among US Children by Eating Location and Food Source, 1977-2006
Poti, J. M., & Popkin, B. M. (2011) · Journal of the American Dietetic Association · doi:10.1016/j.jada.2011.05.007 · Cited by 350
Self-citationPowell, L. M., & Nguyen, B. T. (2013) · JAMA Pediatrics · doi:10.1001/jamapediatrics.2013.417 · Cited by 346 · cited 2×
“was associated with higher total energy intake and lower dietary quality (16, 20, 21, 29).”
BackgroundResultFlegal, K. M., Ogden, C. L., Wei, R. X., Kuczmarski, R. J., & Johnson, C. L. (2001) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/73.6.1086 · Cited by 343
Effects of food form on appetite and energy intake in lean and obese young adults
Mourão, D. M., Bressan, J., Campbell, W. W., & Mattes, R. D. (2007) · International Journal of Obesity · doi:10.1038/sj.ijo.0803667 · Cited by 334
Association between eating out of home and body weight
Bezerra, I. N., Curioni, C. C., & Sichieri, R. (2012) · Nutrition Reviews · doi:10.1111/j.1753-4887.2011.00459.x · Cited by 273
USDA Food and Nutrient Database for Dietary Studies (FNDDS), 5.0
Bodner‐Montville, J., Ahuja, J. K. C., Martin, C., Heendeniya, K. Y., Omolewa-Tomobi, G., Steinfeldt, L. C., Anand, J., Adler, M. E., LaComb, R., & Moshfegh, A. J. (2013) · Procedia Food Science · doi:10.1016/j.profoo.2013.04.016 · Cited by 261
Compensation for Energy Intake From Fast Food Among Overweight and Lean Adolescents
Ebbeling, C. B. (2004) · JAMA · doi:10.1001/jama.291.23.2828 · Cited by 260
Food purchased away from home as a predictor of change in BMI z-score among girls
Thompson, O. M., Ballew, C., Resnicow, K., Must, A., Bandini, L. G., Cyr, H., & Dietz, W. H. (2003) · International Journal of Obesity · doi:10.1038/sj.ijo.0802538 · Cited by 251
BLACK, A. E., & COLE, T. J. (2001) · Journal of the American Dietetic Association · doi:10.1016/s0002-8223(01)00018-9 · Cited by 249
Sugar-sweetened beverages and BMI in children and adolescents: reanalyses of a meta-analysis
Malik, V., Willett, W. C., & Hu, F. B. (2008) · American Journal of Clinical Nutrition · doi:10.3945/ajcn.2008.26980 · Cited by 244
Child and adolescent fast-food choice and the influence of calorie labeling: a natural experiment
Elbel, B. D., Gyamfi, J., & Kersh, R. (2011) · International Journal of Obesity · doi:10.1038/ijo.2011.4 · Cited by 236
Fogelholm, M., Anderssen, S. A., Gunnarsdóttir, I., & Lahti‐Koski, M. (2012) · Food & Nutrition Research · doi:10.3402/fnr.v56i0.19103 · Cited by 234
Measures of the Consumer Food Store Environment: A Systematic Review of the Evidence 2000–2011
Gustafson, A., Hankins, S., & Jilcott, S. B. (2011) · Journal of Community Health · doi:10.1007/s10900-011-9524-x · Cited by 225
Fast-Food Intake and Diet Quality in Black and White Girls
Schmidt, M., Affenito, S. G., Striegel‐Moore, R. H., Khoury, P. R., BARTON, B. A., Crawford, P. B., Kronsberg, S. S., Schreiber, G. B., Obarzanek, E., & Daniels, S. R. (2005) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/archpedi.159.7.626 · Cited by 174
Separating what we eat from where: Measuring the effect of food away from home on diet quality
Mancino, L., Todd, J. E., & Lin, B. (2009) · Food Policy · doi:10.1016/j.foodpol.2009.09.003 · Cited by 164
Duffey, K. J., Gordon‐Larsen, P., Steffen, L. M., Jacobs, D. R., & Popkin, B. M. (2009) · Journal of Nutrition · doi:10.3945/jn.109.109520 · Cited by 160
Self-citationEnergy Intake from Restaurants
Powell, L. M., Nguyen, B. T., & Han, E. (2012) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2012.07.041 · Cited by 154
Nutrition Menu Labeling May Lead to Lower-Calorie Restaurant Meal Choices for Children
Tandon, P. S., Wright, J. A., Zhou, C., Rogers, C. B., & Christakis, D. (2010) · PEDIATRICS · doi:10.1542/peds.2009-1117 · Cited by 153
The Impact of Menu Labeling on Fast-Food Purchases for Children and Parents
Tandon, P. S., Zhou, C., Chan, N. L., Lozano, P., Couch, S. C., Glanz, K., Krieger, J. W., & Saelens, B. E. (2011) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2011.06.033 · Cited by 143
Slining, M. M., & Popkin, B. M. (2013) · Pediatric Obesity · doi:10.1111/j.2047-6310.2013.00156.x · Cited by 135
Self-citationPoti, J. M., Slining, M. M., & Popkin, B. M. (2013) · Journal of the Academy of Nutrition and Dietetics · doi:10.1016/j.jand.2013.08.012 · Cited by 129
Self-citationAdults with Healthier Dietary Patterns Have Healthier Beverage Patterns,
Duffey, K. J., & Popkin, B. M. (2006) · Journal of Nutrition · doi:10.1093/jn/136.11.2901 · Cited by 127
Self-citationRoodenburg, A. J. C., Popkin, B. M., & Seidell, J. C. (2011) · European Journal of Clinical Nutrition · doi:10.1038/ejcn.2011.101 · Cited by 124
Self-citationLow Accuracy and Low Consistency of Fourth-Graders’ School Breakfast and School Lunch Recalls
Baxter, S. D., Thompson, W. O., Litaker, M. S., Frye, F. H. A., & Guinn, C. H. (2002) · Journal of the American Dietetic Association · doi:10.1016/s0002-8223(02)90089-1 · Cited by 123
What's on the menu? A review of the energy and nutritional content of US chain restaurant menus
Wu, H. W., & Sturm, R. (2013) · Public Health Nutrition · doi:10.1017/s136898001200122x · Cited by 108
Boutelle, K. N., Birkeland, R. W., Hannan, P. J., Story, M., & Neumark‐Sztainer, D. (2007) · Journal of Nutrition Education and Behavior · doi:10.1016/j.jneb.2007.04.179 · Cited by 94
Sebastian, R. S., Enns, C. W., & Goldman, J. D. (2009) · Journal of the American Dietetic Association · doi:10.1016/j.jada.2008.10.053 · Cited by 93
Fast-food menu offerings vary in dietary quality, but are consistently poor
Kirkpatrick, S. I., Reedy, J., Kahle, L. L., Harris, J. L., Ohri-Vachaspati, P., & Krebs-Smith, S. M. (2014) · Public Health Nutrition · doi:10.1017/s1368980012005563 · Cited by 90
Nutrient quality of fast food kids meals
O’Donnell, S., Hoerr, S. L., Mendoza, J. A., & Goh, E. T. (2008) · American Journal of Clinical Nutrition · doi:10.3945/ajcn.2008.26197 · Cited by 88
Nutritional Quality at Eight U.S. Fast-Food Chains
Hearst, M. O., Harnack, L. J., Bauer, K. W., Earnest, A. A., French, S. A., & Michael Oakes, J. (2013) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2013.01.028 · Cited by 70
Dietary Patterns and Trends in the United States: The UNC-CH Approach
Popkin, B. M., Haines, P. S., & Siega‐Riz, A. M. (1999) · Appetite · doi:10.1006/appe.1998.0190 · Cited by 70
Self-citationPoor Nutrition on the Menu: Children’s Meals at America’s Top Chain Restaurants
Batada, A., Bruening, M., Marchlewicz, E. H., Story, M., & Wootan (2012) · Childhood Obesity · doi:10.1089/chi.2012.0016 · Cited by 61
Stein, K. (2010) · Journal of the American Dietetic Association · doi:10.1016/j.jada.2010.07.017 · Cited by 55
Nutritional Quality of Food Prepared at Home and Away From Home, 1977-2008Preprint
Lin, B., & Guthrie, J. F. (2012) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.142361 · Cited by 44
Solid Fat and Added Sugar Intake Among U.S. Children
Poti, J. M., Slining, M. M., & Popkin, B. M. (2013) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2013.06.013 · Cited by 33
Self-citationHow Food Away From Home Affects Children's Diet QualityPreprint
Mancino, L., Todd, J. E., Guthrie, J. F., & Lin, B. (2010) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.134700 · Cited by 27
Cluster Analysis Reveals Important Determinants of Cardiometabolic Risk Patterns in Filipino Women
The University of North Carolina at Chapel Hill University Libraries (2020) · PubMed · doi:10.17615/4jha-dj25 · Cited by 24
Sales of healthy choices at fast food restaurants in Australia
Wellard‐Cole, L., Glasson, C., & Chapman, K. L. (2012) · Health Promotion Journal of Australia · doi:10.1071/he12037 · Cited by 18
Adolescent Purchasing Behavior at McDonald's and Subway
Lesser, L. I., Kayekjian, K. C., Velasquez, P., Tseng, C., Brook, R. H., & Cohen, D. A. (2013) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2013.02.014 · Cited by 14
Baxter, S. D., Hardin, J. W., Royer, J. A., Guinn, C. H., & Smith, A. F. (2008) · Journal of the American Dietetic Association · doi:10.1016/j.jada.2008.05.012 · Cited by 12
Slining, M. M., Poti, J. M., & Popkin, B. M. (2020) · Carolina Digital Repository (University of North Carolina at Chapel Hill) · doi:10.17615/x5zs-7k84 · Cited by 2
Self-citation
Cited by
Sorted by citations
Designs, formats and applications of lateral flow assay: A literature review
Sajid, M., Kawde, A.-N. M., & Daud, M. (2014) · Journal of Saudi Chemical Society · doi:10.1016/j.jscs.2014.09.001 · Cited by 767
“Scientific community is focusing on the nutritional qualities of food and their possible associations on the human health [91,92].”
Obesity and the food system transformation in Latin America
Popkin, B. M., & Reardon, T. (2018) · Obesity Reviews · doi:10.1111/obr.12694 · Cited by 629
Self-citationAnand, S. S., Hawkes, C., de Souza, R. J., Mente, A., Dehghan, M., Nugent, R., Zulyniak, M. A., Weis, T., Bernstein, A. M., Krauss, R. M., et al. (2015) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2015.07.050 · Cited by 507
“Snacking and snack foods have grown in frequency and number (43–48); eating frequency has increased; away-from-home eating in restaurants, in fast food outlets, and from take-out meals is increasing dramatically in LMIC; both at home and away-from-home eating increasingly involves fried and processed food (47,49); and…”
BackgroundSelf-citationPopkin, B. M. (2017) · Nutrition Reviews · doi:10.1093/nutrit/nuw064 · Cited by 341
Self-citationChanging diets and the transformation of the global food system
Vermeulen, S. J., Park, T., Khoury, C. K., & Béné, C. (2020) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.14446 · Cited by 230
Metadata
- Authors
- Poti, J. M., Duffey, K. J., & Popkin, B. M.
- Affiliations
- University of North Carolina at Chapel Hill (US)
- Venue
- The American Journal of Clinical Nutrition
- Publisher
- Elsevier BV
- Published
- 2014-01
- Volume
- 99
- Issue
- 1
- Pages
- 162-171
- ISSN
- 0002-9165 (ISSN-L)
- PMC
- PMC3862453
- OpenAlex
- W2131271354
- Cited by
- 175
- References
- 67
- Citations by year
- 2026: 7 · 2025: 6 · 2024: 8 · 2023: 7 · 2022: 12 · 2021: 11 · 2020: 31 · 2019: 21 · 2018: 13 · 2017: 20 · 2016: 14 · 2015: 13 · 2014: 11
- FWCI
- 12.92
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- American Journal of Clinical Nutrition (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health (2r24hd050924-06)
- National Heart, Lung, and Blood Institute (R01HL104580)
- National Institute of Diabetes and Digestive and Kidney Diseases (T32DK007686)
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (R24 HD-050924, 5R24 HD050924)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Nutritional Studies and Diet
- Health Sciences › Nursing › Nutrition and Dietetics › Nutrition, Health and Food Behavior
- Keywords
- fast food consumption, childhood obesity, overweight, dietary habits, Western diet, prudent diet, dietary intake, children, NHANES
- MeSH terms
- Adolescent, Energy Intake, Child, Child, Preschool, Cross-Sectional Studies, Diet, Feeding Behavior, Humans, Nutrition Surveys, Obesity, Regression Analysis, Restaurants, Socioeconomic Factors, Nutrition Assessment, Body Mass Index, Prevalence, Multivariate Analysis, Cluster Analysis, Fast Foods
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