Validity of total and segmental impedance measurements for prediction of body composition across ethnic population groups
Open accessAbstract
Objectives To test the impact of body build factors on the validity of impedance-based body composition predictions across (ethnic) population groups and to study the suitability of segmental impedance measurements.Design Cross-sectional observational study.Settings Ministry of Health and School of Physical Education, Nanyang Technological University, Singapore.Subjects A total of 291 female and male Chinese, Malays and Indian Singaporeans, aged 18-69, body mass index (BMI) 16.0-40.2 kg/ m2.Methods Anthropometric parameters were measured in addition to impedance (100 kHz) of the total body, arms and legs. Impedance indexes were calculated as height2/impedance. Arm length (span) and leg length (sitting height), wrist and knee width were measured from which body build indices were calculated. Total body water (TBW) was measured using deuterium oxide dilution. Extra cellular water (ECW) was measured using bromide dilution. Body fat percentage was determined using a chemical four-compartment model.Results The bias of TBW predicted from total body impedance index (bias: measured minus predicted TBW) was different among the three ethnic groups, TBW being significantly underestimated in Indians compared to Chinese and Malays. This bias was found to be dependent on body water distribution (ECW/TBW) and parameters of body build, mainly relative (to height) arm length. After correcting for differences in body water distribution and body build parameters the differences in bias across the ethnic groups disappeared. The impedance index using total body impedance was better correlated with TBW than the impedance index of arm or leg impedance, even after corrections for body build parameters.Conclusions The study shows that ethnic-specific bias of impedance-based prediction formulas for body composition is due mainly to differences in body build among the ethnic groups. This means that the use of 'general' prediction equations across different (ethnic) population groups without prior testing of their validity should be avoided. Total body impedance has higher predictive value than segmental impedance.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The text we found for this paper looks like another document, so the self-check wasn’t run.
Cites
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 · see citing works
Estimation of total body water by bioelectrical impedance analysis
Kushner, R., & Schoeller, D. (1986) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/44.3.417 · Cited by 772 · see citing works
A new air displacement method for the determination of human body composition
DEMPSTER, P., & AITKENS, S. (1995) · Medicine & Science in Sports & Exercise · doi:10.1249/00005768-199512000-00017 · Cited by 678 · see citing works
Bioelectrical impedance analysis: a review of principles and applications.
Kushner, R. (1992) · Journal of the American College of Nutrition · doi:10.1080/07315724.1992.12098245 · Cited by 666 · see citing works
The Body Cell Mass and Its Supporting Environment
BOUMAN, H. D. (1963) · Physical Therapy · doi:10.1093/ptj/43.9.695a · Cited by 629 · see citing works
Worldwide Variation in Human Growth
Illingworth, R. S. (1977) · Archives of Disease in Childhood · doi:10.1136/adc.52.6.522-b · Cited by 626 · see citing works
Dual-energy X-ray absorptiometry body composition model: review of physical concepts
Pietrobelli, A., Formica, C., Wang, Z., & Heymsfield, S. B. (1996) · American Journal of Physiology-Endocrinology and Metabolism · doi:10.1152/ajpendo.1996.271.6.e941 · Cited by 594 · see citing works
Deurenberg-Yap, M., Schmidt, G., van Staveren, W., & Deurenberg, P. (2000) · International Journal of Obesity · doi:10.1038/sj.ijo.0801353 · Cited by 580 · see citing works
Self-citationLinder, F. E. (1958) · Science · doi:10.1126/science.127.3309.1275 · Cited by 511 · see citing works
THE SPECIFIC GRAVITY OF HEALTHY MEN
Behnke, A. R., Feen, B. G., & Welham, W. C. (1942) · JAMA · doi:10.1001/jama.1942.02830070001001 · Cited by 481 · see citing works
Forbes, G. B. (1987) · doi:10.1007/978-1-4612-4654-1 · Cited by 431 · see citing works
Hydration of fat-free body mass: review and critique of a classic body-composition constant
Wang, Z., Deurenberg, P., Wang, W., Pietrobelli, A., Baumgartner, R., & Heymsfield, S. B. (1999) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/69.5.833 · Cited by 412 · see citing works
Self-citationJebb, S. A., Cole, T. J., Doman, D., Murgatroyd, P. R., & Prentice, A. M. (2000) · British Journal Of Nutrition · doi:10.1017/s0007114500000155 · Cited by 378 · see citing works
Body composition in elderly people: effect of criterion estimates on predictive equations
Baumgartner, R., Heymsfield, S., Lichtman, S., Wang, J., & Pierson, R. (1991) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/53.6.1345 · Cited by 257 · see citing works
Lukaski, H. C., & Johnson, P. (1985) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/41.2.363 · Cited by 239 · see citing works
The impact of body build on the relationship between body mass index and percent body fat
Deurenberg, P., Yap, M., Wang, J., Lin, F., & Schmidt, G. (1999) · International Journal of Obesity · doi:10.1038/sj.ijo.0800868 · Cited by 208 · see citing works
Self-citationEstimation of body composition from bioelectric impedance of body segments
Baumgartner, R. N., Chumlea, W. C., & Roche, A. F. (1989) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/50.2.221 · Cited by 201 · see citing works
Techniques for the measurement of body composition: a practical guide.
Jebb, S. A., & Elia, M. (1993) · PubMed · Cited by 156 · see citing works
(1989) · PubMed · Cited by 156 · see citing works
Multi-frequency impedance for the prediction of extracellular water and total body water
Deurenberg, P., Tagliabue, A., & Schouten, F. J. M. (1995) · British Journal Of Nutrition · doi:10.1079/bjn19950038 · Cited by 147 · see citing works
Self-citationInterpretation of low body mass indices: Australian aborigines
Norgan, N. G. (1994) · American Journal of Physical Anthropology · doi:10.1002/ajpa.1330940207 · Cited by 86 · see citing works
Body impedance is largely dependent on the intra- and extra-cellular water distribution.
Deurenberg, P., Kooy, K. V. D., Leenen, R. C. A., & Schouten, F. (1989) · PubMed · Cited by 80 · see citing works
Self-citationDeurenberg, P., & Deurenberg‐Yap, M. (2002) · Asia Pacific Journal of Clinical Nutrition · doi:10.1046/j.1440-6047.2002.00258.x · Cited by 76 · see citing works
Self-citationGurrici, S., Hartriyanti, Y., Hautvast, J., & Deurenberg, P. (1999) · European Journal of Clinical Nutrition · doi:10.1038/sj.ejcn.1600778 · Cited by 74 · see citing works
Self-citationThe Body Cell Mass and Its Supporting Environment
&NA; (1964) · The American Journal of the Medical Sciences · doi:10.1097/00000441-196407000-00056 · Cited by 73 · see citing works
Snijder, M. B., Kuyf, B. E. M., & Deurenberg, P. (1999) · Annals of Nutrition and Metabolism · doi:10.1159/000012795 · Cited by 43 · see citing works
Self-citationThe assessment of the body composition of populations
Norgan, N. G. (1995) · Cambridge University Press eBooks · doi:10.1017/cbo9780511525650.011 · Cited by 28 · see citing works
Estimation of body composition from bioelectrical impedance of body segments
Toselli, S., & Gualdi‐Russo, E. (1999) · International Journal of Anthropology · doi:10.1007/bf02447629 · Cited by 20 · see citing works
Gurrici, S., Hartriyanti, Y., HAUTVAST, J. G. A. J., & Deurenberg, P. (1999) · Asia Pacific Journal of Clinical Nutrition · doi:10.1046/j.1440-6047.1999.00088.x · Cited by 13 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Bioelectrical impedance analysis?part I: review of principles and methods
KYLE, U. (2004) · Clinical Nutrition · doi:10.1016/j.clnu.2004.06.004 · Cited by 3,200 · see citing works
Khalil, S., Mohktar, M., & Ibrahim, F. (2014) · Sensors · doi:10.3390/s140610895 · Cited by 712 · see citing works
Body Composition in Asians and Caucasians
Haldar, S., Chia, S. C., & Henry, C. J. (2015) · Advances in Food and Nutrition Research · doi:10.1016/bs.afnr.2015.07.001 · Cited by 100 · see citing works
Macias, N., Alemán-Mateo, H., Esparza-Romero, J., & Valencia, M. E. (2007) · Nutrition Journal · doi:10.1186/1475-2891-6-18 · Cited by 46 · see citing works
“One of the most important justifications for designing and validating BIA estimation equations for specific groups is their differences in limb length [30].”
BackgroundMethodDioum, A., Gartner, A., Cissé, A. S., Delpeuch, F., Maire, B., Wade, S., & Schutz, Y. (2005) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/81.3.597 · Cited by 27 · see citing works
Ndagire, C. T., Muyonga, J. H., Odur, B., & Nakimbugwe, D. (2018) · Clinical Nutrition ESPEN · doi:10.1016/j.clnesp.2018.09.004 · Cited by 11 · see citing works
Shaikh, S., Schulze, K. J., Kurpad, A., Ali, H., Shamim, A. A., Mehra, S., Wu, L. S.-F., Rashid, M., Labrique, A. B., Christian, P., et al. (2013) · British Journal of Nutrition · doi:10.1017/s0007114512001687 · Cited by 10 · see citing works
Waidyatilaka, I., Lanerolle, P., de Lanerolle-Dias, M., Atukorala, S., & de Silva, A. (2013) · Annals of Human Biology · doi:10.3109/03014460.2013.787120 · Cited by 5 · see citing works
Cretescu, I., Munteanu, O., Mocanu, V., & Horhat, R. (2026) · Applied Sciences · doi:10.3390/app16021082
- Authors
- Deurenberg, P., Deurenberg-Yap, M., & Schouten, F.
- Affiliations
- University of Rome Tor Vergata (IT)
- Wageningen University & Research (NL)
- Corresponding author
- Deurenberg, P
- Venue
- European Journal of Clinical Nutrition
- Published
- 2002-03-01
- Volume
- 56
- Issue
- 3
- Pages
- 214-220
- ISSN
- 0954-3007 (ISSN-L)
- 1476-5640
- OpenAlex
- W2322672463
- Cited by
- 87
- References
- 29
- Citations by year
- 2026: 2 · 2025: 1 · 2024: 9 · 2023: 2 · 2022: 2 · 2020: 3 · 2019: 3 · 2018: 2 · 2017: 3 · 2016: 3 · 2015: 5 · 2014: 11 · 2013: 5 · 2012: 5
- FWCI
- 2.60
- Type
- journal article
- Language
- en
- Open access
- green
- research.wur.nl
- Locations
- European Journal of Clinical Nutrition (publishedVersion)
- PubMed (publishedVersion)
- Socio-Environmental Systems Modeling (acceptedVersion)
- INFM-OAR (INFN Catania) (submittedVersion, other-oa)
- Data Archiving and Networked Services (DANS) (submittedVersion)
- Topics
- Health Sciences › Medicine › Physiology › Body Composition Measurement Techniques
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Electrical and Bioimpedance Tomography
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
- Keywords
- bioelectrical impedance analysis, body composition assessment, ethnic differences, body build, total body water, extracellular water, prediction bias, prediction equations, Singaporeans
- MeSH terms
- Adolescent, Adult, Aged, Body Composition, Body Water, Ethnicity, Extremities, Female, Humans, Male, Middle Aged, Singapore, Reproducibility of Results, Bias, Electric Impedance, Asian People
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review