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

International Journal of Pediatric Obesity

Volumn 6, Issue 2 -2, 2011, Pages

  Rehkopf, David H ^a   Laraia, Barbara A ^a   Segal, Mark ^a   Braithwaite, Dejana ^a   Epel, Elissa ^b  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Adolescence; African American; Body mass index; Emotion regulation; Emotional eating; Psychosocial; Socio economic status

Indexed keywords

ADOLESCENT; ADULT; ANXIETY; ARTICLE; BODY MASS; BODY WEIGHT; BULIMIA; CALORIC INTAKE; CHILD; COGNITION; COMPETENCE; DEPRESSION; DIET RESTRICTION; DIETARY INTAKE; EDUCATION; EMOTION; ETHNICITY; EXERCISE; FAMILY; FAST FOOD; FAT INTAKE; FEAR; FEEDING BEHAVIOR; FEMALE; FOLLOW UP; HOUSEHOLD; HUMAN; INCOME; MEAL; OBESITY; PARENT; PEER GROUP; PHYSICAL ACTIVITY; POPULATION BASED CASE CONTROL STUDY; PREDICTOR VARIABLE; PRIORITY JOURNAL; PROTEIN INTAKE; PSYCHOLOGICAL ASPECT; RACE; RISK FACTOR; SCHOOL CHILD; SELF CONCEPT; SELF REPORT; SIBLING; SOCIAL ASPECT; SOCIAL STATUS; STRESS;

ADOLESCENT; ADOLESCENT BEHAVIOR; AGE FACTORS; AGING; BODY IMAGE; BODY MASS INDEX; CHILD; EMOTIONS; FEEDING BEHAVIOR; FEMALE; HEALTH SURVEYS; HUMANS; LONGITUDINAL STUDIES; NONLINEAR DYNAMICS; OBESITY; OVERWEIGHT; REGRESSION ANALYSIS; RISK ASSESSMENT; RISK FACTORS; SELF CONCEPT; SEX FACTORS; SOCIOECONOMIC FACTORS; UNITED STATES; WEIGHT GAIN; YOUNG ADULT;

EID: 79959972419     PISSN: 17477166     EISSN: 17477174     Source Type: Journal    
DOI: 10.3109/17477166.2010.545410     Document Type: Article

References (57)

1. Must A, Strauss RS. Risks and consequences of childhood and adolescent obesity. Int J Obes Relat Metab Disord . 1999;23(Suppl 2):S2-11. (Pubitemid 29182357)
2. Dietz WH. Health consequences of obesity in youth: childhood predictors of adult disease. Pediatrics. 1998;101(3 Pt 2):518-25. (Pubitemid 28119987)
3. Erickson SJ, Robinson TN, Haydel KF et al. 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.
4. Whitaker RC, Wright JA, Pepe MS et al. Predicting obesity in young adulthood from childhood and parental obesity. N Engl J Med. 1997;337(13):869-73. (Pubitemid 27408568)
5. Freedman DS, Dietz WH, Tang R et al. 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. (Pubitemid 38142004)
6. Freedman DS, Khan LK, Serdula MK et al. 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. (Pubitemid 38141984)
7. 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. (Pubitemid 29461130)
8. 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. (Pubitemid 41137547)
9. Ogden CL, Flegal KM, Carroll MD et al. Prevalence and trends in overweight among US children and adolescents, 1999-2000. JAMA. 2002;288(14):1728-32.
10. Patrick K, Norman GJ, Calfas KJ et al. Diet, physical activity, and sedentary behaviors as risk factors for overweight in adolescence. Arch Pediat Adol Med. 2004;158(4):385-90. (Pubitemid 38451568)
11. Pine DS, Cohen P, Brook J et al. Psychiatric symptoms in adolescence as predictors of obesity in early adulthood: a longitudinal study. Am J Public Health. 1997;87(8):1303-10. (Pubitemid 27358024)
12. Stice E, Presnell K, Shaw H et al. Psychological and behavioral risk factors for obesity onset in adolescent girls: a prospective study. J Consult Clin Psych. 2005;73:195-202. (Pubitemid 40446374)
13. 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. (Pubitemid 44306751)
14. 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.
15. 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.
16. 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):E29.
17. Davis C, Fox J. Sensitivity to reward and body mass index (BMI): evidence for a non-linear relationship. Appetite. 2008;50(1):43-9. (Pubitemid 350086737)
18. Diaz-Uriarte R, Alvarez de Andres S. Gene selection and classifi cation of microarray data using random forest. BMC Bioinformatics. 2006;7:3.
19. Breiman L. Random forests. Mach Learn. 2001;45:5-32.
20. Patterson ML, Stern S, Crawford PB et al. 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. (Pubitemid 127457056)
21. Morrison JA, Sprecher DL, Barton BA et al. 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. (Pubitemid 30180474)
22. Crawford PB, Obarzanek E, Morrison J et al. 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. (Pubitemid 24180940)
23. Kimm SY, Glynn NW, Kriska AM et al. Longitudinal changes in physical activity in a biracial cohort during adolescence. Med Sci Sports Exerc. 2000;32(8):1445-54. (Pubitemid 30618570)
24. Kimm SY, Glynn NW, Kriska AM et al. Decline in physical activity in black girls and white girls during adolescence. N Engl J Med. 2002;347(10):709-15. (Pubitemid 35203901)
25. 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.
26. Garner D, Olmsted M. Manual for eating disorder inventory (EDI). Odessa: Psychological Assessment; 1984.
27. Harter S. The Perceived Competence Scale for Children. Child Dev. 1982;53:87-97.
28. Harter S. Manual for the Self-perception Profi le for children. Denver: University of Denver; 1985.
29. Tobin D, Holroyd R, Reynolds R et al. The Hierarchical Factor Structure of the Coping Strategies Inventory. Cognitive Ther Res. 1989;13(4):343-61.
30. 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. (Pubitemid 10191766)
31. Cohen S. A global measure of perceived stress. J Health Soc Behav. 1983;24:385-96.
32. Striegel-Moore RH, Morrison JA, Schumann BC et al. Emotion- induced eating and sucrose intake in children: the NHLBI Growth and Health Study. Int J Eat Disord. 1999;25(4):389-98. (Pubitemid 29165375)
33. Striegel-Moore RH, Schreiber GB, Lo A et al. 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. (Pubitemid 30013235)
34. Radloff L. The CES-D Scale. Appl Psych Meas. 1977;1(3):385-401.
35. Roberts SB, Dallal GE. The new childhood growth charts. Nutr Rev. 2001;59(2):31-6. (Pubitemid 32222205)
36. Centers for Disease Control and Prevention C. A SAS Program for the CDC Growth Charts; 2009 (updated 2009; cited March 17, 2009); Available from: .
37. R-Development-Core-Team. R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing; 2008.
38. Strobl C, Boulesteix AL, Zeileis A et al. Bias in random forest variable importance measures: illustrations, sources and a solution. BMC Bioinformatics. 2007;8:25.
39. Liaw A, Wiener M. Classifi cation and Regression by random- Forest. R News. 2002;2(3):18-22.
40. Paxton S, Wertheim E, Gibbon K et al. Body image satisfaction, dieting beliefs, and weight loss behaviors in adolescent girls and boys. J Youth Adolescence. 1991;20(3):361-79.
41. 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. (Pubitemid 36457069)
42. Stice E, Cameron RP, Killen JD et al. Naturalistic weightreduction efforts prospectively predict growth in relative weight and onset of obesity among female adolescents. J Consult Clin Psychol. 1999;67(6):967-74.
43. S tice 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. (Pubitemid 38339683)
44. Stice E, Hayward C, Cameron RP et al. Body-image and eating disturbances predict onset of depression among female adolescents: a longitudinal study. J Abnorm Psychol. 2000;109(3):438-44.
45. Stice E, Presnell K, Groesz L et al. 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. (Pubitemid 41099141)
46. Striegel-Moore RH, Schreiber GB, Pike KM et al. Drive for thinness in black and white preadolescent girls. Int J Eat Disord. 1995;18(1):59-69.
47. Fassino S, Piero A, Gramaglia C et al. Clinical, psychopathological and personality correlates of interoceptive awareness in anorexia nervosa, bulimia nervosa and obesity. Psychopathology. 2004;37(4):168-74. (Pubitemid 39194368)
48. 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.
49. Lowe MR. The effects of dieting on eating behavior: A threefactor model. Psych Bull. 1993;114:100-21.
50. 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.
51. Breiman L. Statistical Modeling: The Two Cultures. Stat Sci. 2001;16(3):199-231. (Pubitemid 33636349)
52. Zhang H, Singer B. Recursive Partitioning in the Health Sciences. Dietz K, Gail M, Krickeberg K, Singer B, editors. New York: Springer-Verlag; 1999.
53. Rothman K, Greenland S, Lash T. Modern Epidemiology. 3rd ed. Philadelphia: Lippincott Williams & Wilkins; 2008.
54. Conley JJ. Longitudinal stability of personality traits: A multitrait- multimethod-multioccasion analysis. J Personality Soc Psych. 1985;49(5):1266-82.
55. Fraley RC, Roberts BW. Patterns of Continuity: A Dynamic Model for Conceptualizng the Stability of Individual Differences in Psychological Constructs Aoss the Life Course. Psych Rev. 2005;112:60-74. (Pubitemid 40131521)
56. Willett WC. Nutritional Epidemiology. Second ed. Kelsey JL, Marmot MG, editors. New York: Oxford University Press; 1998.
57. Robins JM, Hernan MA, Brumback B. Marginal structural models and causal inference in epidemiology. Epidemiology. 2000;11(5):550-60. (Pubitemid 30660034)