• 1
    Flegal KM, Carroll MD, Ogden CL, Curtin LR. Prevalence and trends in obesity among US adults, 1999–2008. JAMA 2010;303:235241.
  • 2
    Ogden CL, Carroll MD, Curtin LR, Lamb MM, Flegal KM. Prevalence of high body mass index in US children and adolescents, 2007–2008. JAMA 2010;303:242249.
  • 3
    Nelson MC, Story M, Larson NI, Neumark-Sztainer D, Lytle LA. Emerging adulthood and college-aged youth: an overlooked age for weight-related behavior change. Obesity (Silver Spring) 2008;16:22052211.
  • 4
    Barlow SE; Expert Committee. Expert committee recommendations regarding the prevention, assessment, and treatment of child and adolescent overweight and obesity: summary report. Pediatrics 2007;120 Suppl 4:S164S192.
  • 5
    Hu F. Diet, nutrition and obesity. In:Hu F (In: Obesity Epidemiology. New York, NY: Oxford University Press, 2008.
  • 6
    Must A, Barish EE, Bandini LG. Modifiable risk factors in relation to changes in BMI and fatness: what have we learned from prospective studies of school-aged children? Int J Obes (Lond) 2009;33:705715.
  • 7
    Berkey CS, Rockett HR, Field AE, Gillman MW, Colditz GA. Sugar-added beverages and adolescent weight change. Obes Res 2004;12:778788.
  • 8
    Blum JW, Jacobsen DJ, Donnelly JE. Beverage consumption patterns in elementary school aged children across a two-year period. J Am Coll Nutr 2005;24:9398.
  • 9
    Fiorito LM, Marini M, Francis LA, Smiciklas-Wright H, Birch LL. Beverage intake of girls at age 5 y predicts adiposity and weight status in childhood and adolescence. Am J Clin Nutr 2009;90:935942.
  • 10
    Laurson K, Eisenmann JC, Moore S. Lack of association between television viewing, soft drinks, physical activity and body mass index in children. Acta Paediatr 2008;97:795800.
  • 11
    Ludwig DS, Peterson KE, Gortmaker SL. Relation between consumption of sugar-sweetened drinks and childhood obesity: a prospective, observational analysis. Lancet 2001;357:505508.
  • 12
    Phillips SM, Bandini LG, Naumova EN et al. Energy-dense snack food intake in adolescence: longitudinal relationship to weight and fatness. Obes Res 2004;12:461472.
  • 13
    Striegel-Moore RH, Thompson D, Affenito SG et al. Correlates of beverage intake in adolescent girls: the National Heart, Lung, and Blood Institute Growth and Health Study. J Pediatr 2006;148:183187.
  • 14
    Vanselow MS, Pereira MA, Neumark-Sztainer D, Raatz SK. Adolescent beverage habits and changes in weight over time: findings from Project EAT. Am J Clin Nutr 2009;90:14891495.
  • 15
    Corder K, Ekelund U, Steele RM, Wareham NJ, Brage S. Assessment of physical activity in youth. J Appl Physiol 2008;105:977987.
  • 16
    Haines J, Neumark-Sztainer D, Wall M, Story M. Personal, behavioral, and environmental risk and protective factors for adolescent overweight. Obesity (Silver Spring) 2007;15:27482760.
  • 17
    Subar AF, Kipnis V, Troiano RP et al. Using intake biomarkers to evaluate the extent of dietary misreporting in a large sample of adults: the OPEN study. Am J Epidemiol 2003;158:113.
  • 18
    Affenito SG, Thompson DR, Barton BA et al. Breakfast consumption by African-American and white adolescent girls correlates positively with calcium and fiber intake and negatively with body mass index. J Am Diet Assoc 2005;105:938945.
  • 19
    Albertson AM, Franko DL, Thompson D et al. Longitudinal patterns of breakfast eating in black and white adolescent girls. Obesity (Silver Spring) 2007;15:22822292.
  • 20
    Barton BA, Eldridge AL, Thompson D et al. The relationship of breakfast and cereal consumption to nutrient intake and body mass index: the National Heart, Lung, and Blood Institute Growth and Health Study. J Am Diet Assoc 2005;105:13831389.
  • 21
    Thompson OM, Ballew C, Resnicow K et al. Dietary pattern as a predictor of change in BMI z-score among girls. Int J Obes (Lond) 2006;30:176182.
  • 22
    Timlin MT, Pereira MA, Story M, Neumark-Sztainer D. Breakfast eating and weight change in a 5-year prospective analysis of adolescents: Project EAT (Eating Among Teens). Pediatrics 2008;121:e638e645.
  • 23
    Berkey CS, Rockett HR, Gillman MW, Field AE, Colditz GA. Longitudinal study of skipping breakfast and weight change in adolescents. Int J Obes Relat Metab Disord 2003;27:12581266.
  • 24
    Niemeier HM, Raynor HA, Lloyd-Richardson EE, Rogers ML, Wing RR. Fast food consumption and breakfast skipping: predictors of weight gain from adolescence to adulthood in a nationally representative sample. J Adolesc Health 2006;39:842849.
  • 25
    Wengreen HJ, Moncur C. Change in diet, physical activity, and body weight among young-adults during the transition from high school to college. Nutr J 2009;8:32.
  • 26
    Thompson OM, Ballew C, Resnicow K et al. Food purchased away from home as a predictor of change in BMI z-score among girls. Int J Obes Relat Metab Disord 2004;28:282289.
  • 27
    Taveras EM, Berkey CS, Rifas-Shiman SL et al. Association of consumption of fried food away from home with body mass index and diet quality in older children and adolescents. Pediatrics 2005;116:e518e524.
  • 28
    Lytle LA. Examining the etiology of childhood obesity: the IDEA study. Am J Community Psychol 2009;44:338349.
  • 29
    Widome R, Forster JL, Hannan PJ, Perry CL. Longitudinal patterns of youth access to cigarettes and smoking progression: Minnesota Adolescent Community Cohort (MACC) study (2000–2003). Prev Med 2007;45:442446.
  • 30
    Ma Y, Bertone ER, Stanek EJ 3rd et al. Association between eating patterns and obesity in a free-living US adult population. Am J Epidemiol 2003;158:8592.
  • 31
    Eston RG, Rowlands AV, Ingledew DK. Validity of heart rate, pedometry, and accelerometry for predicting the energy cost of children's activities. J Appl Physiol 1998;84:362371.
  • 32
    Trost SG, Ward DS, Moorehead SM et al. Validity of the computer science and applications (CSA) activity monitor in children. Med Sci Sports Exerc 1998;30:629633.
  • 33
    Catellier DJ, Hannan PJ, Murray DM et al. Imputation of missing data when measuring physical activity by accelerometry. Med Sci Sports Exerc 2005;37:S555S562.
  • 34
    Treuth MS, Schmitz K, Catellier DJ et al. Defining accelerometer thresholds for activity intensities in adolescent girls. Med Sci Sports Exerc 2004;36:12591266.
  • 35
    Dempster A, Laird N, Rubin D. Maximum likelihood from incomplete data via the EM algorithm. J Royal Stat Soc 1977;39:138.
  • 36
    Treuth MS, Butte NF, Sorkin JD. Predictors of body fat gain in nonobese girls with a familial predisposition to obesity. Am J Clin Nutr 2003;78:12121218.
  • 37
    Peterson AC, Crockett L, Richards M et al. A self report measure of pubertal status: reliability, validity, and initial norms. J Youth Adolesc 1988;17:117133.
  • 38
    Sherwood NE, Jeffery RW. The behavioral determinants of exercise: implications for physical activity interventions. Annu Rev Nutr 2000;20:2144.
  • 39
    Berkey CS, Colditz GA. Adiposity in adolescents: change in actual BMI works better than change in BMI z score for longitudinal studies. Ann Epidemiol 2007;17:4450.
  • 40
    Cole TJ, Faith MS, Pietrobelli A, Heo M. What is the best measure of adiposity change in growing children: BMI, BMI %, BMI z-score or BMI centile? Eur J Clin Nutr 2005;59:419425.
  • 41
    Stevens J, Murray DM, Baggett CD et al. Objectively assessed associations between physical activity and body composition in middle-school girls: the Trial of Activity for Adolescent Girls. Am J Epidemiol 2007;166:12981305.
  • 42
    Singer J, Willett J. Applied Longitudinal Data Analysis. New York, NY: Oxford University Press; 2003.
  • 43
    Raudenbush S, Bryk A. Hierarchical Linear Models, 2nd edn. Thousand Oaks, CA: Sage Publications; 2002.
  • 44
    Murray D. Design and Analysis of Group-Randomized Trials. New York, NY: Oxford University Press; 1998.
  • 45
    SAS Institute. SAS Institute SAS/STAT 9.1 User's Guide. Cary, NC: SAS Institute; 2004.
  • 46
    Westerterp KR. Physical activity, food intake, and body weight regulation: insights from doubly labeled water studies. Nutr Rev 2010;68:148154.
  • 47
    Jakicic JM. The effect of physical activity on body weight. Obesity (Silver Spring) 2009;17 Suppl 3:S34S38.
  • 48
    Physical status: the use and interpretation of anthropometry. WHO Technical Report Series 854. Geneva, Switzerland: World Heath Organization; 1995.