Skip to main content

The Human Body Shape Index (HBSI): An Anthropometric Measure Based on an Age-Related Model of Human Growth

  • Chapter
  • First Online:
  • 560 Accesses

Abstract

Body shape during age-related human growth is customarily described using either the body mass index (BMI) or the Ponderal Index (PI). These indices describe the human body shape (HBS) with different proportions between body mass (M) and body height (H). Both indices are affected by age during childhood. The establishment and maintenance of age- and sex-specific databases is time consuming and an expensive process. The lack of a general model for abnormal HBS makes the comparison of different populations (both in respect to time and location) very difficult. Efforts to evaluate the epidemic status of childhood obesity would benefit from the development of new tools and the refining of existing simple, reliable tools to evaluate and monitor HBS. An age invariant, sex-specific human body shape index (HBSI) has been recently introduced as an alternative to age-specific BMI and PI models. The HBSI was based on a mathematical model of human growth of Polish children (5–18 year old) between years 1985 and 1990. The sample was characterized by ideal fat composition (judged by 95th percentile of BMI values). To model growth, the best fit between individual body height (h) and body mass (m) was calculated separately between sexes with the function M = c p H χ. The models of growth were M = 13.11 H 2.84 (R 2 = 0.9) and M = 13.64 H 2.68(R 2 = 0.91) in girls and boys respectively. The HBSIs were calculated as (HBSIp = M/H χ), where HBSIB = 13.74 ± 1.72 (in boys), HBSIG = 13.21 ± 1.73 (in girls) and HBSI = 13.47 ± 1.74 (for both sexes). While the sensitivity and specificity of HBSI in the classification of the pathological changes in human body shape has not been explored, HBSI may be beneficial over other age-specific indices in the comparative analysis of HBS in children originating from different populations (location, diversity, and time periods) over long periods of growth.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   749.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   949.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD   949.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Abbreviations

HBS:

Human body shape

M G, M B, M :

Body mass in girls, boys and pooled together treated as a physical variable (respectively)

H G, H B, H :

Body height in girls, boys and pooled together treated as a physical variable (respectively)

h, m :

Body height (m) and body mass (kg) in the individual subjects

BMI:

Body mass index (BMI = m/h 2)

PI, RI:

Ponderal /Rohrer index (PI, RI = m/h 3)

HBSIG, HBSIB, HBSI:

Human body shape index in girls, boys (respectively) and pooled together

S.D.:

Standard deviation

N :

Number of subjects

References

  • Agarwal KN, Saxena A, Bansai AK, Agarwal DK. Physical growth assessment in adolescence. Indian Pediatr. 2001;38(11):1217–35.

    PubMed  CAS  Google Scholar 

  • Alley RA, Narduzzi JV, Robbins TJ, Weir TF, Sabeh G, Danowski TS. Measuring success in the reduction of obesity in childhood. Limited weight reduction success among 50 outpatients. Clin Pediatr. 1968;7(2):112–8.

    Article  CAS  Google Scholar 

  • Benn RT. Some mathematical properties of weight-for-height indices used as measures of adiposity. Br J Prev Soc Med. 1971;25(1):42–50.

    PubMed  CAS  Google Scholar 

  • Bryce J, Boschi-Pinto C, Shibuya K, Black RE. WHO Child Health Epidemiology Reference Group. WHO estimates of the causes of death in children. Lancet. 2005;365(9465):1147–52.

    Article  PubMed  Google Scholar 

  • Cole TJ, Freeman JV, Preece MA. Body mass index reference curves for the UK, 1990. Arch Dis Child 1995;73(1):25–9.

    Article  PubMed  CAS  Google Scholar 

  • Cole TJ, Bellizzi MC, Flegal KM, Dietz WH. Establishing a standard definition for child overweight and obesity worldwide: international survey. BMJ. 2000;320(7244):1240–3.

    Article  PubMed  CAS  Google Scholar 

  • Dahlstrom S, Viikari J, Akerblom HK, et al. Atherosclerosis precursors in Finnish children and adolescents. II. Height, weight, body mass index, and skinfolds, and their correlation to metabolic variables. Acta Paediatr Scand Suppl. 1985;318:65–78.

    Article  Google Scholar 

  • Davies DP and Beverley D. Changes in body proportions over the first year of life: comparisons between ‘light-for-dates’ and ‘appropriate-for-dates” term infants. Early Hum Dev. 1979;3(3):263–5.

    Article  Google Scholar 

  • de Onis M. The use of anthropometry in the prevention of childhood overweight and obesity. Int J Obes Relat Metab Disord. 2004;28 Suppl 3:S81–5.

    Article  Google Scholar 

  • Field AE, Laird N, Steinberg E, Fallon E, Semega-Janneh M, Yanovski JA. Which metric of relative weight best captures body fatness in children? Obesity Res. 2003 11(11):1345–52.

    Article  Google Scholar 

  • Flegal KM. Curve smoothing and transformations in the development of growth curve. Am J Clin Nutr. 1999;70(1 Part 2):163S–5S.

    CAS  Google Scholar 

  • Garn SM, Leonard WR, Hathworne VM. Three limitations of the body mass index [letter]. Am J Clin Nutr. 1986;44(6):996–73.

    PubMed  CAS  Google Scholar 

  • Günter B. Dimensional analysis and theory of biological similarity. Physiol Rev. 1975;55(4):659–99.

    Google Scholar 

  • Hattori K and Hirohara T. Age change of power in weight/height(p) indices used as indicators of adiposity in Japanese. Am J Hum Biol. 2002;14(2):275–9.

    Article  PubMed  Google Scholar 

  • Huber NM. Ponderal Index and Height. Am J Phys Anthrop. 1969:31(2):171–6.

    Article  PubMed  CAS  Google Scholar 

  • Lebiedowska M, Syczewska M, Graff K, Kalinowska M. Application of Biomechanical Growth Models in the Quantitative Evaluation of The Child Motor System. Disabil & Rehab. 1996;18(3):137–42.

    Article  CAS  Google Scholar 

  • Lebiedowska MK. Growth Normalization of Biomechanical Factors in children 6-18 years old. In: Karwowski W, editor. International Encyclopedia of Ergonomics and Human Factors. New York: Francis & Taylor (2nd ed.); 2006. p. 360–4.

    Google Scholar 

  • Lebiedowska M, Alter K, Stanhope S. (2008) Experimentally derived model of human growth. J Pediatr. 2008;152(1):45–9.

    Article  PubMed  Google Scholar 

  • Mei Z, Grummer-Strawn LM, Pietrobelli A, Goulding A, Goran MI, Dietz WH, Validity body mass index compared with other body-composition screening indexes for the assessment of body fatness in children and adolescents. Am J Clin Nutr. 2002;75(6):978–85.

    PubMed  CAS  Google Scholar 

  • Nahum LH. The ponderal index. Conn Med. 1966;30(4):241–2.

    PubMed  CAS  Google Scholar 

  • Pietrobelli A, Faith MS, Allison DB, Gallagher D, Chiumello G, Heymsfield, SB. Body mass index as a measure of adiposity among children and adolescents: a validation study. J Pediatr. 1998;132(2):204–210.

    Article  PubMed  CAS  Google Scholar 

  • Piers LS, Soares MJ, Frandsen SL, O’Drea K. Indirect estimates of body composition are useful for groups but unreliable in individuals. Int J Obes Relat Metab Disord. 2000;24(9):1145–52.

    Article  PubMed  CAS  Google Scholar 

  • Ricardo DR and Araujo CG. Body mass index: a scientific evidence-based inquiry. Arq Bras Cardiol, 2002:79(1):61–78.

    Article  PubMed  Google Scholar 

  • Rolland-Cachera MF, Sempé M. Guilloud-Bataille M. Patois E, Pequignot-Guggenbuhl F, Fautrad V. Adiposity indices in children. Am J Clin Nutr. 1982;36(1):178–84.

    PubMed  CAS  Google Scholar 

  • Rosenthal M, Bain SH, Bush A, Warner JO. Eur J Pediatr. Weight/height 2.88 as a screening test for obesity or thinness in schoolage children. Eur J Pediatr. 1994;153(12):876–83.

    PubMed  CAS  Google Scholar 

  • Seltzer CC. Some re-evaluations of the build and blood pressure study, 1959, as related to ponderal index, somatotype and mortality. New Eng J Med; 1966;274(5):259–9.

    Article  Google Scholar 

  • Sheldon WH, Stevens SS, Tucker WB. The varieties of human physique: an introduction to constitutional psychology. New York and London: Harper; 1940.

    Google Scholar 

  • Troiano RP, Flegal KM. Overweight prevalence among youth in the United States: why so many different numbers? Int J Obes Relat Metab Disord. 1999;23 Suppl 2:S22–7.

    Article  PubMed  Google Scholar 

  • Wang Y. Epidemiology of childhood obesity-methodological aspects and guidelines: what is new? Int J Obes Relat Metab Disord. 2004;28 Suppl 3:S21–8.

    Article  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Maria K. Lebiedowska .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer Science+Business Media, LLC

About this chapter

Cite this chapter

Lebiedowska, M.K., Stanhope, S.J. (2012). The Human Body Shape Index (HBSI): An Anthropometric Measure Based on an Age-Related Model of Human Growth. In: Preedy, V. (eds) Handbook of Anthropometry. Springer, New York, NY. https://doi.org/10.1007/978-1-4419-1788-1_7

Download citation

  • DOI: https://doi.org/10.1007/978-1-4419-1788-1_7

  • Published:

  • Publisher Name: Springer, New York, NY

  • Print ISBN: 978-1-4419-1787-4

  • Online ISBN: 978-1-4419-1788-1

  • eBook Packages: MedicineMedicine (R0)

Publish with us

Policies and ethics