The longitudinal relationship between sleep duration and body mass index in children: A growth mixture modeling approach

Journal of Developmental and Behavioral Pediatrics

Volumn 34, Issue 3, 2013, Pages 165-173

  Magee, Christopher A ^a   Caputi, Peter ^a   Iverson, Don C ^a  

^a UNIVERSITY OF WOLLONGONG   (Australia)

Author keywords

body mass index; growth mixture modeling; sleep duration

Indexed keywords

ARTICLE; BODY MASS; CHILD; FEMALE; HUMAN; HUMAN DEVELOPMENT; MALE; OBESITY; ONSET AGE; PATHOPHYSIOLOGY; PHYSIOLOGY; PRESCHOOL CHILD; PROSPECTIVE STUDY; SLEEP; TIME;

AGE OF ONSET; BODY MASS INDEX; CHILD; CHILD, PRESCHOOL; FEMALE; HUMAN DEVELOPMENT; HUMANS; MALE; OBESITY; PROSPECTIVE STUDIES; SLEEP; TIME FACTORS;

EID: 84876349802     PISSN: 0196206X     EISSN: 15367312     Source Type: Journal    
DOI: 10.1097/DBP.0b013e318289aa51.     Document Type: Article

References (47)

1. Daniels SR. Complications of obesity in children and adolescents. Int J Obes (Lond). 2009;33:S60-S65
2. Australian Bureau of Statistics. National Health Survey: Summary of Results, 2007-2008 (Reissue). Canberra, Australia: Commonwealth of Australia; 2009
3. Jackson-Leach R, Lobstein T. Estimated burden of paediatric obesity and co-morbidities in Europe. Part 1. The increase in the prevalence of child obesity in Europe is itself increasing. Int J Pediatr Obes. 2006;1:26-32
4. Ogden C, Carroll M. Prevalence of Obesity Among Children and Adolescents: United States, Trends 1963-1965 Through 2007- 2008. Atlanta, GA: Centers for Disease Control and Prevention; 2010
5. Han JC, Lawlor D, Kimm SYS. Childhood obesity - 2010: Progress and challenges. Lancet. 2010;375:1737-1748
6. Hiscock H, Scalzo K, Canterford L, Wake M. Sleep duration and body mass index in 0-7 year olds. Arch Dis Child. 2011;96:735-739
7. Carter P, Taylor B, Williams S, Taylor RW. Longitudinal analysis of sleep in relation to BMI and body fat in children: The FLAME study. Br Med J. 2011;342:1-7
8. Landhuis C, Poulton R, Welch D, Hancox RJ. Childhood sleep time and long-term risk for obesity: A 32-year prospective birth cohort study. Pediatrics. 2008;122:955-960
9. Taveras E, Rifas-Shiman S, Oken E, Gunderson EP, Gillman MW. Short sleep duration in infancy and risk of child overweight. Arch Pediatr Adolesc Med. 2008;162:305-311
10. Touchette E, Petit D, Tremblay R, et al. Associations between sleep duration patterns and overweight/obesity at age 6. Sleep. 2008;31: 1507-1514
11. Knutson KL, Spiegel K, Penev P, Van Cauter E. The metabolic consequences of sleep deprivation. Sleep Med Rev. 2007;11:163-178
12. Taheri S. The link between short sleep duration and obesity: We should recommend more sleep to prevent obesity. Arch Dis Child. 2006;91:881-884
13. Li C, Goran MI, Kaur H, Nollen N, Ahluwalia JS. Developmental trajectories of overweight during childhood: Role of early life factors. Obesity. 2007;15:760-771
14. Nonnemaker JM, Morgan-Lopez AA, Pais JM, Finkelstein EA. Youth BMI trajectories: Evidence From the NLSY97. Obesity. 2009;17:1274-1280
15. Seegers V, Petit D, Falissard B, et al. Short sleep duration and body mass index: A prospective longitudinal study in preadolescence. Am J Epidemiol. 2011;173:621-629
16. Iglowstein I, Jenni OG, Molinari L, Largo RH. Sleep duration from infancy to adolescence: Reference values and generational trends. Pediatrics. 2003;111:302-307
17. Jenni OG, Molinari L, Caflisch JA, Largo RH. Sleep duration from ages 1 to 10 years: Variability and stability in comparison with growth. Pediatrics. 2007;120:e769-e776
18. Berkley CS, Colditz GA. Adiposity in adolescents: Change in actual BMI works better than change in BMI z score for longitudinal studies. Ann Epidemiol. 2007;17:44-50
19. Cole TJ, Faith MS, Pietrobello 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;59:419-425
20. Field AE, Laird MS, Steinberg EF, Semega-Janneh M, Yanovski JA. Which metric of relative weight best captures body fatness in children? Obesity. 2003;11:1345-1352
21. Magee CA, Caputi P, Iverson DC. Identification of distinct body mass index trajectories in Australian children. Pediatr Obes. In press
22. Pryor LE, Tremblay R, Boivin M, et al. Developmental trajectories of body mass index in early childhood and their risk factors. Arch Pediatr Adolesc Med. 2011;165:906-912
23. Ventura AK, Loken E, Birch LL. Developmental trajectories of girls' BMI across childhood and adolescence. Obesity. 2009;17:2067-2074
24. Mustillo S, Worthman C, Erkanli A, Keeler G, Angold A, Costello EJ. Obesity and psychiatric disorder: Developmental trajectories. Pediatrics. 2003;111:851-859
25. O'Brien M, Nader PR, Houts RM, et al. The ecology of childhood overweight: A 12-year longitudinal analysis. Int J Obes (Lond). 2007;31:1469-1478
26. Huang R-C, de Klerk NH, Smith A, et al. Lifecourse childhood adiposity trajectories associated with adolescent insulin resistance. Diabetes Care. 2011;34:1019-1025
27. Smith AJ, O'Sullivan PB, Beales DJ, de Klerk N, Straker LM. Trajectories of childhood body mass index are associated with adolescent sagittal standing posture. Int J Pediatr Obes. 2011;6: E97-e106
28. Enders CK, Bandalos DL. The relative performance of full information maximum likelihood estimation for missing data in structural equation models. Struct Equ Model. 2001;8:430-457
29. Enders CK. The performance of full information maximum likelihood estimator in multiple regression models with missing data. Educ Psychol Meas. 2001;61:713-739
30. Werner H, Molinari L, Guyer C, Jenni OG. Agreement rates between actigraphy, diary, and questionnaire for children's sleep patterns. Arch Pediatr Adolesc Med. 2008;162:350-358
31. Acebo C, Sadeh A, Seifer R, Tzischinsky O, Hafer A, Carskadon MA. Sleep/wake patterns derived from activity monitoring and maternal report for healthy 1- to 5-year-old children. Sleep. 2005;28:1568-1577
32. Yu ZB, Han SP, Zhu GZ, et al. Birth weight and subsequent risk of obesity: A systematic review and meta-analysis. Obes Rev. 2011;12: 525-542
33. Australian Bureau of Statistics. Information Paper ABS Views on Remoteness 2001. Canberra, Australia: Australian Bureau of Statistics; 2000
34. Muthén LK, Muthén BO. Mplus Users Guide. 6th ed. Los Angeles, CA: Muthén & Muthén; 1998-2010
35. Muthén B, Muthén LK. Integrating person-centered and variablecentered analyses: Growth mixture modeling with latent trajectory classes. Alcohol Clin Exp Res. 2000;24:882-891
36. Jung T, Wickrama KAS. An introduction to latent class growth analysis and growth mixture modeling. Soc Personal Psychol Compass. 2008;2:302-317
37. Muthén BO. Latent variable analysis: Growth mixture modeling and related techniques for longitudinal data. In: Kaplan D, ed. Handbook of Quantitative Methodology for the Social Sciences. Newbury Park, CA: Sage Publications; 2004: 345-368
38. Wang M, Bodner TE. Growth mixture modeling: Identifying and predicting unobserved subpopulations with longitudinal data. Organ Res Methods. 2007;10:635-656
39. Muthén B. The potential of growth mixture modelling. Infant Child Dev. 2006;15:623-625
40. Nagin DS, Odgers CL. Group-based trajectory modeling in clinical research. Ann Rev Clin Psychol. 2010;6:109-138
41. Li F, Barrera M, Hops H, Fisher KJ. The longitudinal influence of peers on the development of alcohol use in late adolescence: A growth mixture analysis. J Behav Med. 2002;25:293-315
42. Nylund KL, Asparouhov T, Muthén BO. Deciding on the number of classes in latent class analysis and growth mixture modeling: A Monte Carlo simulation study. Struct Equ Model. 2007;14:535-569
43. Cole TJ, Bellizzi MC, Flegal KM, Dietz WH. Establishing a standard definition for child overweight and obesity worldwide: International survey. Br Med J. 2000;320:1240-1243
44. Australian Institute of Health and Welfare. Children's Headline Indicators. 2011. Available from: Http://www.aihw.gov. au/chi/index.cfm. Accessed September 30, 2012
45. Loomba-Albrecht LA, Styne DM. Effect of puberty on body composition. Curr Opin Endocrinol Diabetes Obes. 2009;16:10-15
46. Veldhius JD, Roemmich JN, Richmond EJ, et al. Endocrine control of body composition in infancy, childhood, and puberty. Endocr Rev. 2005;26:114-146
47. Spiegel K, Leproult R, L'Hermite-Balerioux M, Copinschi G, Penev PD, Van Cauter E. Leptin levels are dependent on sleep deprivation: Relationships with sympathovagal balance, carbohydrate regulation, cortisol, and thyrotropin. J Clin Endocrinol Metab. 2004;89:5762-5771