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How Useful Is Body Mass Index for Comparison of Body Fatness across Age, Sex, and Ethnic Groups?
Abstract
This study tested the hypothesis that body mass index (BMI) is representative of body fatness independent of age, sex, and ethnicity. Between 1986 and 1992, the authors studied a total of 202 black and 504 white men and women who resided in or near New York City, were ages 20-94 years, and had BMIs of 18-35 kg/m2. Total body fat, expressed as a percentage of body weight (BF%), was assessed using a four-compartment body composition model that does not rely on assumptions known to be age, sex, or ethnicity dependent. Statistically significant age dependencies were observed in the BF%-BMI relations in all four sex and ethnic groups (p values < 0.05-0.001) with older persons showing a higher BF% compared with younger persons with comparable BMIs. Statistically significant sex effects were also observed in BF%-BMI relations within each ethnic group (p values < 0.001) after controlling first for age. For an equivalent BMI, women have significantly greater amounts of total body fat than do men throughout the entire adult life span. Ethnicity did not significantly influence the BF%-BMI relation after controlling first for age and sex even though both black women and men had longer appendicular bone lengths relative to stature (p values < 0.001 and 0.02, respectively) compared with white women and men. Body mass index alone accounted for 25% of between-individual differences in body fat percentage for the 706 total subjects; adding age and sex as independent variables to the regression model increased the variance (r2) to 67%. These results suggest that BMI is age and sex dependent when used as an indicator of body fatness, but that it is ethnicity independent in black and white adults.
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“it is important to highlight that BMI was used as an indicator of body fat and obesity, and it is not a direct measure of body fatness”
From Chronological Age Does not Influence Ex-vivo Mitochondrial Respiration and Quality Control in Skeletal Muscle (2016) · cites this paper as [40]
In the citing paper
“for an equivalent BMI, older subjects have a higher percentage body fat than young subjects (40).”
From Chronological Age Does not Influence Ex-vivo Mitochondrial Respiration and Quality Control in Skeletal Muscle (2016) · cites this paper as [40]
Citations
Cites
Increasing Prevalence of Overweight Among US Adults
Kuczmarski, R. J. (1994) · JAMA · doi:10.1001/jama.272.3.205 · Cited by 2,544
Indices of relative weight and obesity
Keys, A. B., Fidanza, F., Karvonen, M. J., Kimura, N., & TAYLOR, H. L. (1972) · Journal of Chronic Diseases · doi:10.1016/0021-9681(72)90027-6 · Cited by 2,085
Body mass index as a measure of body fatness: age- and sex-specific prediction formulas
Deurenberg, P., Weststrate, J., & Seidell, J. C. (1991) · British Journal of Nutrition · doi:10.1079/bjn19910073 · Cited by 1,397
Methods for the assessment of human body composition: traditional and new
Lukaski, H. C. (1987) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/46.4.537 · Cited by 1,150
Roche, A. F., Heymsfield, S. B., & Lohman, T. G. (2005) · Medical Entomology and Zoology · Cited by 743
Self-citationTrotter, M., & Gleser, G. C. (1958) · American Journal of Physical Anthropology · doi:10.1002/ajpa.1330160106 · Cited by 649
Advances in Body Composition Assessment
Lohman, T. G. (1993) · Medicine & Science in Sports & Exercise · doi:10.1249/00005768-199306000-00021 · Cited by 641
The Body Cell Mass and Its Supporting Environment
BOUMAN, H. D. (1963) · Physical Therapy · doi:10.1093/ptj/43.9.695a · Cited by 627
Lumbar disc degeneration: correlation with age, sex, and spine level in 600 autopsy specimens.
Miller, J. A., Schmatz, C., & Schultz, A. B. (1988) · PubMed · Cited by 566
Indices of obesity derived from body weight and height.
Khosla, T., & Lowe, C. R. (1967) · Journal of Epidemiology & Community Health · doi:10.1136/jech.21.3.122 · Cited by 557
A simplified method for determination of residual lung volumes.
Wilmore, J. H. (1969) · Journal of Applied Physiology · doi:10.1152/jappl.1969.27.1.96 · Cited by 531
Three limitations of the body mass index
Sm, G., Leonard, W. R., & Hawthorne, V. M. (1986) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/44.6.996 · Cited by 508
Forbes, G. B. (1987) · doi:10.1007/978-1-4612-4654-1 · Cited by 431
Seidell, J. C., Oosterlee, A., Thijssen, M. A. O., Burema, J., Deurenberg, P., Hautvast, J. G. A. J., & Ruijs, J. H. J. (1987) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/45.1.7 · Cited by 315
Reassessment of body mass indices
Smalley, K., Knerr, A., Kendrick, Z., Colliver, J., & Owen, O. (1990) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/52.3.405 · Cited by 306
A Treatise on Man and the Development of His Faculties
Quetelet, L. (1994) · Obesity Research · doi:10.1002/j.1550-8528.1994.tb00047.x · Cited by 299
Womersley, J., & Durnin, J. V. G. A. (1977) · British Journal Of Nutrition · doi:10.1079/bjn19770088 · Cited by 291
Ortiz, O., Russell, M., Daley, T., Baumgartner, R., Waki, M., Lichtman, S. W., Wang, J., Pierson, R., & Heymsfield, S. (1992) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/55.1.8 · Cited by 285
Self-citationHeymsfield, S. B., Lichtman, S. W., Baumgartner, R., Wang, J., Kamen, Y., Aliprantis, A. O., & Pierson, R. (1990) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/52.1.52 · Cited by 280
Self-citationDensities of Bones of White and Negro Skeletons
Trotter, M., Broman, G. E., & Peterson, R. R. (1960) · Journal of Bone and Joint Surgery · doi:10.2106/00004623-196042010-00005 · Cited by 271
Bortz, W. M. (1982) · PubMed · Cited by 269
An underwater weighing system utilizing "force cube" transducers
Akers, R. F., & BUSKIRK, E. R. (1969) · Journal of Applied Physiology · doi:10.1152/jappl.1969.26.5.649 · Cited by 193
Sjöström, L. (1991) · PubMed · Cited by 182
Total-body potassium in health: effects of age, sex, height, and fat
Pierson, R., Lin, D., & Phillips, R. H. (1974) · American Journal of Physiology-Legacy Content · doi:10.1152/ajplegacy.1974.226.1.206 · Cited by 171
Self-citationRace-Dependent Health Risks of Upper Body Obesity
Dowling, H. J., & Pi-Sunyer, F. (1993) · Diabetes · doi:10.2337/diab.42.4.537 · Cited by 167
Equations for Predicting Stature in White and Black Elderly Individuals
Chumlea, W. C., & Guo, S. (1992) · Journal of Gerontology · doi:10.1093/geronj/47.6.m197 · Cited by 158
Techniques for the measurement of body composition: a practical guide.
Jebb, S. A., & Elia, M. (1993) · PubMed · Cited by 155
Evaluation of body fat estimated from body mass index, skinfolds and impedance. A comparative study.
Heitmann, B. L. (1990) · PubMed · Cited by 120
Body elemental composition: comparison between black and white adults.
Cohn, S. H., Abesamis, C., ZANZI, I., Aloia, J. F., Yasumura, S., & Ellis, K. J. (1977) · American Journal of Physiology-Endocrinology and Metabolism · doi:10.1152/ajpendo.1977.232.4.e419 · Cited by 108
Multicomponent Molecular-Level Models of Body Composition Analysis
Wang, Z., Shen, W., Withers, R. T., & Heymsfield, S. B. (2005) · doi:10.5040/9781492596950.ch-012 · Cited by 106
Self-citationAssessment of cellular mass and lean body mass by noninvasive nuclear techniques.
Cohn, S., Vaswani, A., Yasumura, S., Yuen, K., & Ellis, K. J. (1985) · PubMed · Cited by 103
Body Composition in Humans: Advances in the Development of Multicompartment Chemical Models
Heymsfield, S. B., & Waki, M. (2009) · Nutrition Reviews · doi:10.1111/j.1753-4887.1991.tb02997.x · Cited by 90
Self-citationRussell-Aulet, M., Wang, J., Thornton, J. C., & Pierson, R. N. (1991) · Journal of Bone and Mineral Research · doi:10.1002/jbmr.5650060413 · Cited by 77
Self-citationWeight-height indices as estimators of fatness in men.
Norgan, N. G., & Ferro-Luzzi, A. (1982) · PubMed · Cited by 69
Mazariegos, M., Wang, Z.-M., Gallagher, D., Baumgartner, R., Allison, D. B., Wang, J., Pierson, R. N., & Heymsfield, S. B. (1994) · Journal of Gerontology · doi:10.1093/geronj/49.5.m201 · Cited by 68
Self-citationThe relationship of weight-height indices of obesity to body fat content.
Strain, G. W., & Zumoff, B. (1992) · Journal of the American College of Nutrition · doi:10.1080/07315724.1992.10718272 · Cited by 67
Body mass index as a measure of body fatness in the elderly.
Deurenberg, P., Kooy, K. V. D., Hulshof, T. G., & Evers, P. (1989) · PubMed · Cited by 66
Exercise, Nutrition and Aging ,
Evans, W. J. (1992) · Journal of Nutrition · doi:10.1093/jn/122.suppl_3.796 · Cited by 64
Measuring body fat: calibrating the rulers. Intermethod comparisons in 389 normal Caucasian subjects
Pierson, R. N., Wang, J., Heymsfield, S. B., Russell-Aulet, M., Mazariegos, M., Tierney, M., Smith, R. C., Thornton, J. C., Kehayias, J. J., Weber, D. A., et al. (1991) · American Journal of Physiology-Endocrinology and Metabolism · doi:10.1152/ajpendo.1991.261.1.e103 · Cited by 63
Self-citationBody composition and gonadal steroids in older white and black women
Kleerekoper, M., Nelson, D. A., Peterson, E. L., Wilson, P. S., Jacobsen, G., & Longcope, C. (1994) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jcem.79.3.8077360 · Cited by 59
Three limitations of the body mass index
McLaren, D. S. (1987) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/46.1.121-b · Cited by 44
Skeletal differences between black and white men and their relevance to body composition estimates
Gerace, L., Aliprantis, A. O., Russell, M., Allison, D. B., Buhl, K. M., Wang, J., Wang, Z., Pierson, R. N., & Heymsfield, S. B. (1994) · American Journal of Human Biology · doi:10.1002/ajhb.1310060215 · Cited by 41
Self-citationProthro, J. W., & Rosenbloom, C. (1993) · Journal of Gerontology · doi:10.1093/geronj/48.1.m15 · Cited by 39
Body Composition and Aging: A Study by In Vivo Neutron Activation Analysis
Heymsfield, S. B., Wang, Z., Baumgartner, R., Dilmanian, F. A., Ma, R., & Yasumura, S. (1993) · Journal of Nutrition · doi:10.1093/jn/123.suppl_2.432 · Cited by 37
Self-citationMetheny, E. (1939) · Research Quarterly American Association for Health Physical Education and Recreation · doi:10.1080/10671188.1939.10622510 · Cited by 27
Race-dependent health risks of upper body obesity
Dowling, H. J., & Pi‐Sunyer, F. X. (1993) · Diabetes · doi:10.2337/diabetes.42.4.537 · Cited by 26
Pierson, R. N., Wang, J., Heymsfield, S., Dilmanian, F. A., & Weber, D. A. (1990) · Springer eBooks · doi:10.1007/978-1-4613-1473-8_44 · Cited by 18
Self-citationGoldstein, R. E. (1992) · Journal of Parenteral and Enteral Nutrition · doi:10.1177/0148607192016002181 · Cited by 8
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Flegal, K. M. (2010) · JAMA · doi:10.1001/jama.2009.2014 · Cited by 7,580
Prospective Studies Collaboration (2009) · The Lancet · doi:10.1016/s0140-6736(09)60318-4 · Cited by 4,807
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Flegal, K. M., Kruszon-Moran, D., Carroll, M. D., Fryar, C. D., & Ogden, C. L. (2016) · JAMA · doi:10.1001/jama.2016.6458 · Cited by 2,803
Metadata
- Authors
- Gallagher, D., Visser, M., Sepulveda, D., Pierson, R. N., Harris, T., & Heymsfield, S. B.
- Affiliations
- St. Luke's-Roosevelt Hospital Center (US)
- Wageningen University & Research (NL)
- National Institutes of Health (US)
- Corresponding author
- Gallagher, D.
- Venue
- American Journal of Epidemiology
- Publisher
- Oxford University Press (OUP)
- Published
- 1996-02-01
- Volume
- 143
- Issue
- 3
- Pages
- 228-239
- ISSN
- 0002-9262 (ISSN-L)
- 1476-6256
- OpenAlex
- W2146056535
- Cited by
- 1,513
- References
- 48
- Citations by year
- 2026: 22 · 2025: 39 · 2024: 50 · 2023: 42 · 2022: 58 · 2021: 51 · 2020: 69 · 2019: 63 · 2018: 63 · 2017: 63 · 2016: 73 · 2015: 92 · 2014: 81 · 2013: 85 · 2012: 62
- FWCI
- 10.92
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- American Journal of Epidemiology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health
- National Institute of Diabetes and Digestive and Kidney Diseases (P01-DK37352)
- Topics
- Health Sciences › Medicine › Physiology (medical) › Body Composition Measurement Techniques
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
- Keywords
- body mass index, body fat percentage, body composition, age differences, sex differences, ethnic differences, Black and White adults, four-compartment model, obesity indices
- MeSH terms
- Adipose Tissue, Adult, Age Factors, Aged, Aged, 80 and over, Anthropometry, Body Composition, Cross-Sectional Studies, Ethnicity, Female, Humans, Male, Middle Aged, New York City, Regression Analysis, Sex Factors, Body Mass Index
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