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:

How does maturity adjustment influence the estimates of overweight prevalence in adolescents from different countries using an international reference?

Abstract

OBJECTIVE: To investigate the effect of adjusting for differences in timing of maturation when assessing overweight prevalence among adolescents in different populations by using an international reference recommended by the WHO.

DESIGN: Cross-sectional, comparative study in three large samples from China, Russia and the United States.

SUBJECTS: A total of 2014 American, 1316 Chinese and 744 Russian non-pregnant adolescent girls aged 10–18 y.

MEASUREMENTS: Data on body weight, height, menarcheal status and age at menarche (AAM) were collected. Overweight was defined as age-sex-specific body mass index (BMI) greater than the 85th percentiles from the US NHANES I data (collected in 1971–1974), which is recommended by the WHO for international use. Maturity adjustments were made using population differences in median age at menarche (MAM), calculated using the status quo method. MAM was 12.8 in the WHO reference population, 13.7 in China, 13.2 in Russia, and 12.6 in the US (NHANES III data). Maturation age-matched BMI cut-offs were used to compute the adjusted prevalence. We also compared population-adjusted results with individually adjusted results in post-menarcheal American girls (based on each girl's AAM) and in pre-menarcheal girls (based on breast stage).

RESULTS: Maturity adjustment increased the estimated prevalence of overweight in China and Russia where girls mature later than the reference population, and decreased it in the NHANES III sample. The unadjusted and adjusted prevalence was 3.5 vs 4.9% in the China sample, 8.3 vs 9.7% in Russia, and 29.2 vs 28.0% in the US. The adjustment had a greater effect in younger adolescent girls (10–13 y) than in older girls (14–18 y). In general, we found a good agreement between the population and individual adjustments. Viewing the individual adjustment as a ‘gold standard’, the population method has a high sensitivity and specificity.

CONCLUSION: This is the first study to assess WHO recommendations for maturation adjustment when estimating overweight prevalence in different countries. While the overall effects of adjustment are small, maturation status should be considered, particularly when assessing young adolescents, and populations with markedly different timing of maturation relative to the international reference. Population-based adjustment is useful and practical in situations where individual maturity data are not available.

International Journal of Obesity (2001) 25, 550–558

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

Figure 1

Similar content being viewed by others

References

  1. Bary GA, Bouchard C, James WPT . Handbook of obesity Marcel Dekker: New York 1998 93–102, 819–829.

    Google Scholar 

  2. Power C, Lake JK, Cole TJ . Measurement and long-term health risks of child and adolescent fatness Int J Obes Relat Metab Disord 1997 21: 507–526.

    Article  CAS  Google Scholar 

  3. Troiano RP, Flegal KM, Kuczmarski RJ, Campbell SM, Johnson CL . Overweight prevalence and trends for children and adolescents: the National Health and Nutrition Examination Surveys, 1963 to 1991 Arch Pediatr Adolesc Med 1995 149: 1085–1091.

    Article  CAS  Google Scholar 

  4. WHO . Obesity: preventing and managing the global epidemic —report of a WHO consultation on obesity WHO: Geneva 1998.

    Google Scholar 

  5. Must A, Dallal GE, Dietz WH . Reference data for obesity: 85th and 95th percentiles of body mass index (wt/ht2) and triceps skinfold thickness Am J Clin Nutr 1991 53: 839–846.

    Article  CAS  Google Scholar 

  6. WHO Expert Committee . Physical status, the use and interpretation of anthropometry WHO: Geneva 1995 263–311, 445.

    Google Scholar 

  7. 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 

  8. Eveleth PB, Tanner JM . Worldwide variation in human growth Cambridge University Press: New York 1990.

    Google Scholar 

  9. Falkner F, Tanner JM . Human growth: a comprehensive treatise Volume 3: Methodology and ecological, genetic, and nutritional effects on growth. Plenum Press: New York 1986 56–57, 307–313.

    Chapter  Google Scholar 

  10. Mahan LK, Rees JM . Nutrition in adolescence Times Mirror/Mosby College Press: St Louis 1984 1–15.

    Google Scholar 

  11. Morabia A, Costanza C . International variability in ages at menarche, first live birth, and menopause Am J Epidemiol 1998 148: 1195–1205.

    Article  CAS  Google Scholar 

  12. Himes JH . Maturation-related daviations and misclassification of status and weight in adolescence Am J Hum Biol 1999 11: 499–504.

    Article  Google Scholar 

  13. Beunen GP, Malina RM, Lefevre JA, Claessens AL, Renson R, Vanreusel B . Adiposity and biological maturity in girls 6–16 y of age Int J Obes Relat Metab Disord 1994 18: 542–546.

    CAS  PubMed  Google Scholar 

  14. Daniels SR, Khoury PR, Morrison JA . The utility of body mass index as a measure of body fatness in children and adolescents: differences by race and gender Pediatrics 1997 99: 804–807.

    Article  CAS  Google Scholar 

  15. Frisch RE, Revelle R . Height and weight at menarche and a hypothesis of critical body weights and adolescent events Science 1970 169: 397–399.

    Article  CAS  Google Scholar 

  16. Frisch RE, Revelle R . The height and weight of girls and boys at the time of initiation of the adolescent growth spurt in height and weight and the relationship to menarche Hum Biol 1971 43: 140–159.

    CAS  Google Scholar 

  17. Jaruratanasirikul S, Mo-suwan L, Lebel L . Growth pattern and age at menarche of obese girls in a transitional society J Clin Endocrinol Metab 1997 10: 487–490.

    CAS  Google Scholar 

  18. Morrison JA, Barton B, Biro FM, Sprecher DL, Falkner F, Obarzanek E . Sexual maturation and obesity in 9- and 10-year-old black and white girls: the National Heart, Lung, and Blood Institute Growth and Health Study J Pediatr 1994 124: 889–895.

    Article  CAS  Google Scholar 

  19. Scott EC, Johnston FE . Critical fat, menarche, and the maintenance of menstrual cycles: a critical review J Adolesc Health Care 1982 2: 249–260.

    Article  CAS  Google Scholar 

  20. Van Lenthe FJ, Kemper CG, van Mechelen W . Rapid maturation in adolescence results in greater obesity in adulthood: the Amsterdam Growth and Health Study Am J Clin Nutr 1996 64: 18–24.

    Article  CAS  Google Scholar 

  21. Kemper HC, Verschuur R, Ritmeester JW . Longitudinal development of growth and fitness in early and late maturing teenagers Pediatrician 1987 14: 219–225.

    CAS  PubMed  Google Scholar 

  22. Garn SM, LaVelle M, Rosenberg KR, Hawthorne VM . Maturational timing as a factor in female fatness and obesity Am J Clin Nutr 1986 43: 879–883.

    Article  CAS  Google Scholar 

  23. Garn SM . The secular trend in size and maturational timing and its implications for nutritional assessment J Nutr 1987 117: 817–823.

    Article  CAS  Google Scholar 

  24. Garn SM, LaVelle M, Pilkington JJ . Comparisons of fatness in premenarcheal and postmenarcheal girls of the same age J Pediatr 1983 103: 328–331.

    Article  CAS  Google Scholar 

  25. Wellens R, Malina RM, Roche AF, Chumlea WC, Guo S, Siervogel RM . Body size and fatness in young adults in relation to age at menarche Am J Hum Biol 1992 4: 783–787.

    Article  CAS  Google Scholar 

  26. Guo SS, Chumlea WC, Roche AF, Siervogel RM . Age- and maturity-related changes in body composition during adolescence into adulthood: the Fels longitudinal study Appl Radiat Isot 1998 49: 581–585.

    Article  CAS  Google Scholar 

  27. Tanner JM . Menarcheal age Science 1981 214: 604, 606.

    Article  Google Scholar 

  28. Hamill VVV . NCHS growth curves for children, birth–18 y: US. Vital and health statistics, series 11 US Department of Health, Education and Welfare: Hyattsville, MD 1974.

    Google Scholar 

  29. MacMahon B . Age at menarche Vital and health statistics, series 11, no. 133 US Department of Health, Education and Welfare: Hyattsville, MD 1973.

    Google Scholar 

  30. Popkin BM, Keyou G, Zhai F, Guo X, Ma H, Zohoori N . The nutrition transition in China, a cross-sectional analysis Eur J Clin Nutr 1993 47: 333–346.

    CAS  PubMed  Google Scholar 

  31. US DHHS . Plan and operation of the third National Health and Nutrition Examination Survey, 1988–94 Vital and health statistics, no. 32 US Department of Health and Human Services, Public Health Service: Hyattsville, MD, Centers for Disease Control and Prevention, National Center for Health Statistics: Washington, DC 1994.

    Google Scholar 

  32. Lin WS, Chen AC, Su JZ, Zhu FC, Xing WH, Li JY, Ye GS . The menarcheal age of Chinese girls Ann Hum Biol 1992 19: 503–512.

    Article  CAS  Google Scholar 

  33. Gao E, Gu J, Tao J . Analysis of menarche age of major minority nationalities in China. In: Guo E, Shah I (eds) Progress of social science research on reproductive health Anthology of treatises of the international symposium on social science research in reproductive health, Shanghai, China, October 1994. China Population Publish House 1997.

    Google Scholar 

  34. Liu GR . An investigation of adolescent health from China J Adolesc Health 1997 20: 306–308.

    Article  CAS  Google Scholar 

  35. Godina EZ, Iampol'skaia IuA, Giliarova OA, Zubareva VV . The age of appearance of first menses in women of different regions of Russia Gigiena i Sanitariia 1995 3: 30–32 (in Russian).

    Google Scholar 

  36. Dubrova YE, Kurbatova OL, Kholod ON, Prokhorovskaya VD . Secular growth trend in two generations of the Russian population Hum Biol 1995 67: 755–767.

    CAS  PubMed  Google Scholar 

  37. Bullough VL . Age at menarche: a misunderstanding Science 1981 213: 365–366.

    Article  CAS  Google Scholar 

  38. Wyshak G . Secular changes in age at menarche in a sample of US women Ann Hum Biol 1983 10: 75–77.

    Article  CAS  Google Scholar 

  39. Wyshak G, Frisch RE . Evidence for a secular trend in age of menarche New Engl J Med 1982 306: 1033–1035.

    Article  CAS  Google Scholar 

  40. Herman-Giddens ME, Slora EJ, Wasserman RC, Bourdony CJ, Bhapkar MV, Koch GG, Hasemeier CM . Secondary sexual characteristics and menses in young girls seen in office practice: a study from the Pediatric Research in Office Settings network Pediatrics 1997 99: 505–512.

    Article  CAS  Google Scholar 

  41. Stokes ME, Davis CS, Koch CG . Categorical data analysis using the SAS system SAS Institute Inc.: Cary, NC 1995 33–36.

    Google Scholar 

  42. United Nations . Demographic yearbook, 1995 United Nations: New York 1997.

    Google Scholar 

Download references

Acknowledgements

The study was supported in part by grants from the National Institutes of Health (P01-HD28076-01 and R01-HD30880), by the Fogarty International Center, NIH, National Science Foundation (grant no. 37486). We thank Dr Barry Popkin, for his important help and support for this study. We also thank Ms Dora Ilyasova for her help on reviewing studies published in Russian, Drs Ties Boerma, June Stevens and Lenore Arab (Kohlmeier) for their help and comments at the early stage of this study, and Ms Frances Dancy for her administrative assistance. We are very grateful to the four anonymous reviewers for their comments and suggestions to improve this paper.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Y Wang.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Wang, Y., Adair, L. How does maturity adjustment influence the estimates of overweight prevalence in adolescents from different countries using an international reference?. Int J Obes 25, 550–558 (2001). https://doi.org/10.1038/sj.ijo.0801580

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/sj.ijo.0801580

Keywords

This article is cited by

Search

Quick links