Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Paper
  • Published:

Child and parent characteristics as predictors of change in girls' body mass index

Abstract

OBJECTIVE: This study assessed predictors of change in girls' body mass index (BMI) between ages 5 and 7 y and familial aggregation of risk factors associated with childhood overweight.

METHOD: Participants included 197 5-y-old girls and their parents, of whom 192 were reassessed when girls were 7-y-old. Three classes of predictors of girls' change in BMI were assessed including girls' and parents' weight status, dietary intake and physical activity. Girls' and parents' BMI and change in BMI were calculated based on height and weight measurements. Girls' dietary intake was assessed using three 24 h recalls; parents' intake was assessed using a food frequency questionnaire. Girls and mothers provided reports of girls' physical activity; parents' frequency and enjoyment of activity were assessed using a self-administered questionnaire.

RESULTS: The most effective model predicting girls' change in BMI between ages 5 and 7 included both child and parent characteristics, specifically girls' BMI at age 5, mothers' change in BMI, fathers' energy intake, fathers' enjoyment of activity, and girls' percentage of energy from fat. In addition, results showed substantial intra-familial associations in weight status and dietary intake and to a lesser extent physical activity, and the presence of multiple risk factors within families. Associations were also noted between girls' and parents' change in BMI.

CONCLUSIONS: Results from this study highlight the centrality of the family in the etiology of childhood overweight and the necessity of incorporating parents in the treatment of childhood overweight.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Similar content being viewed by others

References

  1. Ogden CL, Troiano RP, Briefel RR, Kuczmarski RJ, Flegal KM & Johnson CL . Prevalence of overweight among preschool children in the United States Pediatrics 1997 99: E1.

    Article  CAS  Google Scholar 

  2. Troiano RP, Flegal KM . Overweight children and adolescents: description, epidemiology, and demographics Pediatrics 1998 101: 497–504.

    CAS  Google Scholar 

  3. World Health Organization . Global prevalence and secular trends in obesity In: Obesity: preventing and managing the global epidemic Report of a WHO consultation on obesity, Geneva 3–5 June 1997 World Health Organization: Geneva 1998

  4. Dietz WH . Health consequences of obesity in youth: childhood predictors of adult disease Pediatrics 1998 101: 518–525.

    CAS  Google Scholar 

  5. Guillaume M, Lapidus L, Lambert A . Obesity and nutrition in children. The Belgium Luxemburg Child Study IV Eur J Clin Nutr 1998 52: 323–328.

    Article  CAS  Google Scholar 

  6. Gazzaniga JM, Burns TL . Relationship between diet composition and body fatness, with adjustment for resting energy expenditure and physical activity, in preschool children Am J Clin Nutr 1993 58: 21–28.

    Article  CAS  Google Scholar 

  7. Nguyen VT, Larson DE, Johnson RJ, Goran MI . Fat intake and adiposity in children of lean and obese parents Am J Clin Nutr 1996 63: 507–513.

    Article  CAS  Google Scholar 

  8. Obarzanek E, Schreiber GB, Crawford PB, Goldman SR, Barrier PM, Frederick MM, Lakatos E . Energy intake and physical activity in relation to indexes of body fat: the National Heart, Lung and Blood Institute Growth and Health Study Am J Clin Nutr 1994 60: 15–22.

    Article  CAS  Google Scholar 

  9. Goran MI, Hunter G, Nagy TR, Johnson R . Physical activity related energy expenditure and fat mass in young children Int J Obes Relat Metab Disord 1997 21: 171–178.

    Article  CAS  Google Scholar 

  10. Maffeis C, Talamini G, Tato L . Influence of diet, physical activity and parents' obesity on children's adiposity: a four year longitudinal study Int J Obes Relat Metab Disord 1998 22: 758–764.

    Article  CAS  Google Scholar 

  11. Dietz WH, Gortmaker SL . Do we fatten our children at the television set? Obesity and television viewing in children and adolescents Pediatrics 1985 75: 807–812.

    Google Scholar 

  12. Sallis JF, Prochaska JJ, Taylor WC . A review of correlates of physical activity of children and adolescents Med Sci Sports Exerc 2000 32: 963–975.

    Article  CAS  Google Scholar 

  13. Vilhjalmsson R, Thorlindsson T . Factors related to physical activity: a study of adolescents Soc Sci Med 1998 47: 665–675.

    Article  CAS  Google Scholar 

  14. Dennison BA, Straus JH, Mellits ED, Charney E . Childhood physical fitness test: predictors of adult physical activity levels? Pediatrics 1988 82: 324–330.

    CAS  PubMed  Google Scholar 

  15. Parsons TJ, Power C, Logan S, Summerbell CD . Childhood predictors of adult obesity: a systematic review Int J Obes Relat Metab Disord 1999 23: S1–S107.

    Google Scholar 

  16. Singer MR, Moore LL, Garrahie EJ, Ellison RC . The tracking of nutrient intake in young children: The Framingham Children's Study Am J Public Health 1995 85: 1673–1677.

    Article  CAS  Google Scholar 

  17. Stein AD, Shea S, Basch CE, Contento IR, Zybert P . Variability and tracking of nutrient intakes of preschool children based on multiple administrations of the 24-hour dietary recall Am J Epidemiol 1991 134: 1427–1437.

    Article  CAS  Google Scholar 

  18. Robertson SM, Cullen KW, Baranowski J, Baranowski T, Shaohua H, de Moor C . Factors related to adiposity among children aged 3 to 7 y J Am Diet Assoc 1999 99: 938–943.

    Article  CAS  Google Scholar 

  19. Klesges RC, Klesges LM, Eck LH, Shelton ML . A longitudinal analysis of accelerated weight gain in preschool children Pediatrics 1995 95: 126–130.

    CAS  Google Scholar 

  20. Moore LL, Lombardi DA, White MJ, Campbell JL, Oliveria SA, Ellison C . Influences of parents' physical activity levels on activity levels of young children J Pediatr 1991 118: 215–219.

    Article  CAS  Google Scholar 

  21. Epstein LH, Wing RR, Koeske R, Valoski A . A comparison of lifestyle exercise, aerobic exercise, and calisthenics on weight loss in obese children Behav Ther 1985 16: 345–356.

    Article  Google Scholar 

  22. Gutin B, Owens S, Okuyama T, Riggs S, Ferguson M, Litaker M . Effect of physical training and its cessation on percent body fat and bone density of children with obesity Obes Res 1999 7: 208–214.

    Article  CAS  Google Scholar 

  23. Rolland-Cachera M, Deheeger M, Bellisle F, Sempe M, Guilloud-Bataille M, Patois E . Adiposity rebound in children: a simple indicator for predicting obesity Am J Clin Nutr 1984 39: 129–135.

    Article  CAS  Google Scholar 

  24. Siervogel RM, Roche AF, Guo S, Mukherje ED, Chumlea WC . Patterns of change in weight/stature2 from 2 to 18 y: findings from long term serial data for children in the Fels Longitudinal Growth Study Int J Obes 1991 15: 479–485.

    CAS  Google Scholar 

  25. Whitaker RC, Wright JA, Pepe MS, Seidel KD, Dietz WH . Predicting obesity in young adulthood from childhood and parental obesity New Engl J Med 1997 337: 869–873.

    Article  CAS  Google Scholar 

  26. Dietz WH . Critical periods in childhood for the development of obesity Am J Clin Nutr 1994 59: 955–959.

    Article  CAS  Google Scholar 

  27. Garn SM, Sullivan TV, Hawthorne VM . Fatness and obesity of the parents of obese individuals Am J Clin Nutr 1989 50: 1308–1313.

    Article  CAS  Google Scholar 

  28. Grilo CM, Pogue-Geile MF . The nature of environmental influences on weight and obesity: a behavior genetics analysis Psychol Bull 1991 110: 520–537.

    Article  CAS  Google Scholar 

  29. Maes HH, Neale MC, Eaves LJ . Genetics and environmental factors in relative body weight and human adiposity Behav Genet 1997 27: 325–351.

    Article  CAS  Google Scholar 

  30. Morrison JA, Payne G, Barton BA, Khoury PR, Crawford P . Mother-daughter correlations of obesity and cardiovascular disease risk factors in black and white households: the NHLBI Growth and Health Study Am J Public Health 1994 84: 1761–1767.

    Article  CAS  Google Scholar 

  31. Perusse L, Tremblay A, Leblanc C, Cloninger CR, Reich T, Rice J, Bouchard C . Familial resemblance in energy intake: contribution of genetic and environmental factors Am J Clin Nutr 1988 47: 629–635.

    Article  CAS  Google Scholar 

  32. Laskarzewski P, Morrison JA, Khoury P, Kelly K, Glatfelter L, Larsen R, Glueck CJ . Parent-child nutrient intake relationships in school children ages 6 to 19: the Princeton School District Study Am J Clin Nutr 1980 33: 2350–2355.

    Article  CAS  Google Scholar 

  33. Patterson TL, Rupp JW, Sallis JF, Atkins CJ, Nader PR . Aggregation of dietary calories, fats, and sodium in Mexican-American and Anglo families Am J Prev Med 1988 4: 75–82.

    Article  CAS  Google Scholar 

  34. Vauthier J, Lluch A, Lecomte E, Artur Y, Herberth B . Family resemblance in energy and macronutrient intakes: The Stanislas Family Study Int J Epidemiol 1996 25: 1030–1037.

    Article  CAS  Google Scholar 

  35. Oliveria SA, Ellison RC, Moore LL, Gillman MW, Garrahie EJ, Singer MR . Parent–child relationships in nutrient intake: the Framingham children's study Am J Clin Nutr 1992 56: 93–98.

    Article  Google Scholar 

  36. Borah-Giddens J, Falciglia GA . A meta-analysis of the relationship in food preferences between parents and children J Nutr Educ 1993 25: 102–107.

    Article  Google Scholar 

  37. Anderssen N, Wold B . Parental and peer influences on leisure-time physical activity in young adolescents Res Q Exerc Sport 1992 63: 341–348.

    Article  CAS  Google Scholar 

  38. Sallis JF, Patterson TL, McKenzie TL, Nader PR . Family variables and physical activity in preschool children J Devl Behav Pediatr 1988 9: 57–61.

    CAS  Google Scholar 

  39. Gottlieb NH, Chen M . Sociocultural correlates of childhood sporting activitites: their implications for heart health Soc Sci Med 1985 21: 533–539.

    Article  CAS  Google Scholar 

  40. Wold B, Anderssen N . Health promotion aspects of family and peer influences on sport participation Int J Sport Psych 1992 23: 343–359.

    Google Scholar 

  41. Hood MM, Moore LL, Sundarajan-Ramamurti A, Singer M, Cupples LA, Ellison RC . Parental eating attitudes and the development of obesity in children: the Framingham Children's Study Int J Obes Relat Metab Disord 2000 24: 1319–1325.

    Article  CAS  Google Scholar 

  42. 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.

    Article  CAS  Google Scholar 

  43. Reilly JJ, Dorosty AR, Emmett PM, and the ALSPAC Study Team . Identification of the obese child: adequacy of the body mass index for clinical practice and epidemiology Int J Obes Relat Metab Disord 2000 24: 1623–1627.

    Article  CAS  Google Scholar 

  44. Pietrobelli A, Faith MS, Allison DB, Gallagher D, Chiumeelo G, Heymsfield SB . Body mass index as a measure of adiposity among children and adolescents: a validation study J Pediatr 1998 132: 204–210.

    Article  CAS  Google Scholar 

  45. Widhalm K, Schönegger K, Huemer C, Auterith A . Does the BMI reflect body fat in obese children and adolescents? A study using the TOBEC method Int J Obes Relat Metab Disord 2001 25: 279–285.

    Article  CAS  Google Scholar 

  46. Forbes G . Lean body mass and fat in obese children Pediatrics 1964 34: 308–314.

    CAS  Google Scholar 

  47. Tucker LA, Seljaas GT, Hager RL . Body fat percentage of children varies according to their diet composition J Am Diet Assoc 1997 97: 981–986.

    Article  CAS  Google Scholar 

  48. Kuczmarski RJ, Flegal KM . Criteria for definition of overweight in transition: background and recommendations for the United States Am J Clin Nutr 2000 72: 1074–1081.

    Article  CAS  Google Scholar 

  49. Kristal AR, Shattuck AL, Williams AE . Food Frequency Questionnaires for diet intervention research Proceedings of the 17th National Nutrient Database Conference 1992

  50. Patterson RE, Kristal AR, Tinker LF, Carter RA, Bolton MP, Agurs-Collins T . Measurement characteristics of the Women's Health Initiative food frequency questionnaire Ann Epidemiol 1999 9: 178–187.

    Article  CAS  Google Scholar 

  51. Rosner B, Prineas R, Loggie J, Daniels SR . Percentiles for body mass index in U.S. children 5 to 17 y J Pediatr 1998 132: 211–221.

    Article  CAS  Google Scholar 

  52. Flegal KM, Carroll MD, Kuczmarski RJ, Johnson CL . Overweight and obesity in the United States: prevalence and trends, 1960–1994 Int J Obes Relat Metab Disord 1998 22: 39–47.

    Article  CAS  Google Scholar 

  53. Goran MI . Measurement issues related to studies of childhood obesity: assessment of weight status, body fat distribution, physical activity, and food intake Pediatrics 1998 101: 505–518.

    Article  CAS  Google Scholar 

  54. Sallis JF, Saelens BE . Assessment of physical activity by self-report: status, limitations, and future directions Res Q Exerc Sport 2000 71: 1–14.

    Article  Google Scholar 

  55. McPherson RS, Hoelscher DM, Alexander M, Scanlon KS, Serdula MK . Dietary assessment methods among school-aged children: validity and reliability Prev Med 2000 31: S11–S33.

    Article  Google Scholar 

Download references

Acknowledgements

This research was supported by National Institutes of Health grant no. RO1 HD 32973.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to KK Davison.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Davison, K., Birch, L. Child and parent characteristics as predictors of change in girls' body mass index. Int J Obes 25, 1834–1842 (2001). https://doi.org/10.1038/sj.ijo.0801835

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/sj.ijo.0801835

Keywords

This article is cited by

Search

Quick links