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Research Article

The relative importance of predictors of body mass index change, overweight and obesity in adolescent girls

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Pages e233-242 | Received 16 Dec 2009, Published online: 18 Jan 2011

References

  • Must A, Strauss RS. Risks and consequences of childhood and adolescent obesity. Int J Obes Relat Metab Disord. 1999;23(Suppl 2):S2–11.
  • Dietz WH. Health consequences of obesity in youth: childhood predictors of adult disease. Pediatrics. 1998;101(3 Pt 2):518–25.
  • Erickson SJ, Robinson TN, Haydel KF . Are overweight children unhappy?: Body mass index, depressive symptoms, and overweight concerns in elementary school children. Arch Pediat Adol Med. 2000;154(9):931–5.
  • Whitaker RC, Wright JA, Pepe MS . Predicting obesity in young adulthood from childhood and parental obesity. N Engl J Med. 1997;337(13):869–73.
  • Freedman DS, Dietz WH, Tang R . The relation of obesity throughout life to carotid intima-media thickness in adulthood: the Bogalusa Heart Study. Int J Obes Relat Metab Disord. 2004;28(1):159–66.
  • Freedman DS, Khan LK, Serdula MK . Inter-relationships among childhood BMI, childhood height, and adult obesity: the Bogalusa Heart Study. Int J Obes Relat Metab Disord. 2004;28(1):10–6.
  • Guo SS, Chumlea WC. Tracking of body mass index in children in relation to overweight in adulthood. Am J Clin Nutr. 1999;70(1 Part 2):145–8S.
  • Gordon-Larsen P, Adair L, Popkin BM. The relationship of ethnicity, socio-economic factors, and overweight among US adolescents. Obes Res. 2003;11:121–9.
  • Ogden CL, Flegal KM, Carroll MD . Prevalence and trends in overweight among US children and adolescents, 1999-2000. JAMA. 2002;288(14):1728–32.
  • Patrick K, Norman GJ, Calfas KJ . Diet, physical activity, and sedentary behaviors as risk factors for overweight in adolescence. Arch Pediat Adol Med. 2004;158(4):385–90.
  • Pine DS, Cohen P, Brook J . Psychiatric symptoms in adolescence as predictors of obesity in early adulthood: a longitudinal study. Am J Public Health. 1997;87(8):1303–10.
  • Stice E, Presnell K, Shaw H . Psychological and behavioral risk factors for obesity onset in adolescent girls: a prospective study. J Consult Clin Psych. 2005;73:195–202.
  • Stice E, Shaw H, Marti CN. A meta-analytic review of obesity prevention programs for children and adolescents: the skinny on interventions that work. Psychol Bull. 2006;132(5):667–91.
  • Walley AJ, Blakemore AI, Froguel P. Genetics of obesity and the prediction of risk for health. Hum Mol Genet. 2006;15 Spec No 2:R124–30.
  • Barlow SE. Expert committee recommendations regarding the prevention, assessment, and treatment of child and adolescent overweight and obesity: summary report. Pediatrics. 2007;120 Suppl 4:S164–92.
  • Barlow SE, Dietz WH. Obesity evaluation and treatment: Expert Committee recommendations. The Maternal and Child Health Bureau, Health Resources and Services Administration and the Department of Health and Human Services. Pediatrics. 1998;102(3):29.
  • Davis C, Fox J. Sensitivity to reward and body mass index (BMI): evidence for a non-linear relationship. Appetite. 2008;50(1):43–9.
  • Diaz-Uriarte R, Alvarez de Andres S. Gene selection and classification of microarray data using random forest. BMC Bioinformatics. 2006;7:3.
  • Breiman L. Random forests. Mach Learn. 2001;45:5–32.
  • Patterson ML, Stern S, Crawford PB . Sociodemographic factors and obesity in preadolescent black and white girls: NHLBI's Growth and Health Study. J Natl Med Assoc. 1997;89(9):594–600.
  • Morrison JA, Sprecher DL, Barton BA . Overweight, fat patterning, and cardiovascular disease risk factors in black and white girls: The National Heart, Lung, and Blood Institute Growth and Health Study. J Pediatr. 1999;135(4):458–64.
  • Crawford PB, Obarzanek E, Morrison J . Comparative advantage of 3-day food records over 24-hour recall and 5-day food frequency validated by observation of 9- and 10-year-old girls. J Am Diet Assoc. 1994;94(6):626–30.
  • Kimm SY, Glynn NW, Kriska AM . Longitudinal changes in physical activity in a biracial cohort during adolescence. Med Sci Sports Exerc. 2000;32(8):1445–54.
  • Kimm SY, Glynn NW, Kriska AM . Decline in physical activity in black girls and white girls during adolescence. N Engl J Med. 2002;347(10):709–15.
  • Garner D, Olmsted M, Polivy J. Development and validation of a multidimensional eating disorder inventory for anorexia nervosa and bulimia. Int J Eat Disorder. 1983;2:15–34.
  • Garner D, Olmsted M. Manual for eating disorder inventory (EDI). Odessa: Psychological Assessment; 1984.
  • Harter S. The Perceived Competence Scale for Children. Child Dev. 1982;53:87–97.
  • Harter S. Manual for the Self-perception Profile for children. Denver: University of Denver; 1985.
  • Tobin D, Holroyd R, Reynolds R . The Hierarchical Factor Structure of the Coping Strategies Inventory. Cognitive Ther Res. 1989;13(4):343–61.
  • Reynolds C, Richmond B. What I think and feel: A revised measure of children's manifest anxiety. J Abnorm Child Psychol. 1978;6(2):271–80.
  • Cohen S. A global measure of perceived stress. J Health Soc Behav. 1983;24:385–96.
  • Striegel-Moore RH, Morrison JA, Schumann BC . Emotion-induced eating and sucrose intake in children: the NHLBI Growth and Health Study. Int J Eat Disord. 1999;25(4):389–98.
  • Striegel-Moore RH, Schreiber GB, Lo A . Eating disorder symptoms in a cohort of 11 to 16-year-old black and white girls: the NHLBI growth and health study. Int J Eat Disord. 2000;27(1):49–66.
  • Radloff L. The CES-D Scale. Appl Psych Meas. 1977;1(3):385–401.
  • Roberts SB, Dallal GE. The new childhood growth charts. Nutr Rev. 2001;59(2):31–6.
  • Centers for Disease Control and Prevention C. A SAS Program for the CDC Growth Charts; 2009 (updated 2009; cited March 17, 2009); Available from: http://www.cdc.gov/nccdphp/dnpao/growthcharts/resources/sas.htm.
  • R-Development-Core-Team. R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing; 2008.
  • Strobl C, Boulesteix AL, Zeileis A . Bias in random forest variable importance measures: illustrations, sources and a solution. BMC Bioinformatics. 2007;8:25.
  • Liaw A, Wiener M. Classification and Regression by random-Forest. R News. 2002;2(3):18–22.
  • Paxton S, Wertheim E, Gibbon K . Body image satisfaction, dieting beliefs, and weight loss behaviors in adolescent girls and boys. J Youth Adolescence. 1991;20(3):361–79.
  • Davison KK, Markey CN, Birch LL. A longitudinal examination of patterns in girls’ weight concerns and body dissatisfaction from ages 5 to 9 years. Int J Eat Disord. 2003;33(3):320–32.
  • Stice E, Cameron RP, Killen JD . Naturalistic weight-reduction efforts prospectively predict growth in relative weight and onset of obesity among female adolescents. J Consult Clin Psychol. 1999;67(6):967–74.
  • Stice E, Fisher M, Lowe MR. Are dietary restraint scales valid measures of acute dietary restriction? Unobtrusive observational data suggest not. Psychol Assess. 2004;16(1):51–9.
  • Stice E, Hayward C, Cameron RP . Body-image and eating disturbances predict onset of depression among female adolescents: a longitudinal study. J Abnorm Psychol. 2000;109(3):438–44.
  • Stice E, Presnell K, Groesz L . Effects of a weight maintenance diet on bulimic symptoms in adolescent girls: an experimental test of the dietary restraint theory. Health Psychol. 2005;24(4):402–12.
  • Striegel-Moore RH, Schreiber GB, Pike KM . Drive for thinness in black and white preadolescent girls. Int J Eat Disord. 1995;18(1):59–69.
  • Fassino S, Piero A, Gramaglia C . Clinical, psychopathological and personality correlates of interoceptive awareness in anorexia nervosa, bulimia nervosa and obesity. Psychopathology. 2004;37(4):168–74.
  • Abood DA, Chandler SB. Race and the role of weight, weight change, and body dissatisfaction in eating disorders. Am J Health Behav. 1997;21(1):21–5.
  • Lowe MR. The effects of dieting on eating behavior: A three-factor model. Psych Bull. 1993;114:100–21.
  • Schmeiser MD. Expanding Wallets and Waistlines: The impact of family income on the BMI of women and men eligible for the earned income tax credit. Health Economics. 2009;18:1277–94.
  • Breiman L. Statistical Modeling: The Two Cultures. Stat Sci. 2001;16(3):199–231.
  • Zhang H, Singer B. Recursive Partitioning in the Health Sciences. Dietz K, Gail M, Krickeberg K, Singer B. New York: Springer-Verlag; 1999.
  • Rothman K, Greenland S, Lash T. Modern Epidemiology. 3rd. Philadelphia: Lippincott Williams & Wilkins; 2008.
  • Conley JJ. Longitudinal stability of personality traits: A multitrait-multimethod-multioccasion analysis. J Personality Soc Psych. 1985;49(5):1266–82.
  • Fraley RC, Roberts BW. Patterns of Continuity: A Dynamic Model for Conceptualizing the Stability of Individual Differences in Psychological Constructs Across the Life Course. Psych Rev. 2005;112:60–74.
  • Willett WC. Nutritional Epidemiology. Second. Kelsey JL, Marmot MG. New York: Oxford University Press; 1998.
  • Robins JM, Hernan MA, Brumback B. Marginal structural models and causal inference in epidemiology. Epidemiology. 2000;11(5):550–60.

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