Bioelectrical impedance analysis for body composition assessment: reflections on accuracy, clinical utility, and standardisation
Abstract
Bioelectrical impedance analysis is an extremely popular method for assessment of body composition. Despite its wide-spread use over the past thirty years, its accuracy and clinical value is still questioned. Most frequently, criticisms focus on its purported poor absolute accuracy and that different impedance analysers or prediction equations fail to measure body composition identically. This perspective review highlights that the magnitude of errors associated with impedance methods are not dissimilar to those observed for so-called gold standard methods. It is argued that the focus on statistically significant but small differences between methods can obscure operational equivalence and that such differences may be of minor clinical significance. Finally, the need for better standardization of protocols and the need for consensus on what is a minimal clinically important difference between methods is highlighted.
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Standard BIA equations and reference vectors are traditionally calibrated on non-pregnant populations, failing to account for the unique, fluid-driven impedance shifts that characterize normal gestation.
“Standard BIA equations and reference vectors are traditionally calibrated on non-pregnant populations, failing to account for the unique, fluid-driven impedance shifts that characterize normal gestation [19-23].”
From Trimester-Specific Bioelectrical Impedance Reference Curves in Physiological Pregnancy: Mapping Maternal Body Composition and Hydration Trajectories (2026) · cites this paper as [22]
In uncomplicated pregnancies, the cardiovascular and renal remodeling required to expand plasma volume operates within strict physiological boundaries, largely shielded from baseline maternal adiposity.
“In uncomplicated pregnancies, the cardiovascular and renal remodeling required to expand plasma volume operates within strict physiological boundaries, largely shielded from baseline maternal adiposity [2,22].”
From Trimester-Specific Bioelectrical Impedance Reference Curves in Physiological Pregnancy: Mapping Maternal Body Composition and Hydration Trajectories (2026) · cites this paper as [22]
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References 43 · Cited by 417
- Authors
- Ward, L. C.
- Affiliations
- The University of Queensland (AU)
- Corresponding author
- Ward, Leigh C.
- ORCID
- Ward, Leigh C.
- Venue
- European Journal of Clinical Nutrition
- Published
- 2018-10-08
- Volume
- 73
- Issue
- 2
- Pages
- 194-199
- ISSN
- 0954-3007 (ISSN-L)
- 1476-5640
- OpenAlex
- W2894669255
- Cited by
- 417
- References
- 43
- Citations by year
- 2026: 63 · 2025: 86 · 2024: 68 · 2023: 69 · 2022: 51 · 2021: 42 · 2020: 24 · 2019: 13
- FWCI
- 2.60
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- European Journal of Clinical Nutrition (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Physiology › Body Composition Measurement Techniques
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Electrical and Bioimpedance Tomography
- Health Sciences › Medicine › Physiology › Nutrition and Health in Aging
- Keywords
- bioelectrical impedance analysis, body composition assessment, measurement accuracy, method comparison, prediction equations, standardization of protocols, minimal clinically important difference, operational equivalence
- MeSH terms
- Body Composition, Humans, Reference Standards, Electric Impedance
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