ArticleFrontiers in nutrition2024
Reliability, biological variability, and accuracy of multi-frequency bioelectrical impedance analysis for measuring body composition components.
Article in Frontiers in nutrition, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 48 papers, 1 of them a synthesis that pooled it.
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Who cites it
48 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Prognostic Value of Multifrequency Bioelectrical Impedance Analysis in Chronic Obstructive Pulmonary Disease: Systematic Review.Medicina (Kaunas, Lithuania) · 2025Pooled it
- Effects of Blood Flow Restriction Training at Different Levels of Arterial Occlusion Pressure on Body Composition and Athletic Performance in Youth Soccer Players: A Randomized Controlled Trial.Journal of sports science & medicine · 2026Trial
- Effects of plyometric-based high-intensity interval training on muscle-to-fat ratio in children: protocol for a randomized controlled trial in primary school settings.World journal of pediatrics : WJP · 2026Trial
- Impact of cold air exposure on respiratory physiology during light-to-moderate physical activity in healthy adults.Physiological reports · 2026Trial
- Low-Dose Tirzepatide for Obesity: Comparative Efficacy of 2.5 mg Versus 5 mg in Non-Diabetic Japanese Adults.Diabetes, obesity & metabolism · 2026Article
- Clinical Assessment of Obesity Beyond Body Mass Index: Adiposity Evaluation, Body-Composition Phenotyping and Disease Staging: A Narrative Review.Diagnostics (Basel, Switzerland) · 2026Review
- Beyond reliability: Addressing systematic bias and advancing standardization in bioelectrical impedance analysis.European journal of clinical nutrition · 2026Article
- Classifying Endurance Runners by Kinematics Strengthens Relationships of Muscle-Tendon Unit Function with Running Economy and Performance.Medicine and science in sports and exercise · 2026Article
- Competitive level is associated with dietary practices but not sports nutrition knowledge in collegiate athletes: associations with body composition profiles.BMC sports science, medicine & rehabilitation · 2026Article
- A waist-to-height ratio of 0.50 marks declining physical performance in active adults.European journal of clinical nutrition · 2026Article
- A Pilot Study of Salmon Protein Hydrolysate (ProGoBiomedicines · 2026Article
- Prevalence of sarcopenia in patients with rheumatoid arthritis: a cross-sectional study.RMD open · 2026Article
- Comparison of preoperative urinary Titin levels and serum Titin levels in patients with gastrointestinal malignancy.Journal of gastrointestinal oncology · 2026Article
- Metrology in Bioelectrical Impedance Analysis (BIA): From Measurement Science to Clinical and Research Applications.Sensors (Basel, Switzerland) · 2026Review
- Agreement Between Standing Eight-Point Multifrequency Bioelectrical Impedance Analysis and Dual-Energy X-Ray Absorptiometry for Body Composition Assessment in Apparently Healthy Greek Adults.Healthcare (Basel, Switzerland) · 2026Article
- Differential associations of muscle and fat body composition profiles with inflammatory cytokines in preschool children: a cross-sectional study.Scientific reports · 2026Article
- Defining Obesity Under the Lancet Commission Criteria: Metabolic Syndrome-Anchored Body Fat Percentage Thresholds in Korean Adults.Diabetes, obesity & metabolism · 2026Article
- Adiposity-based obesity classification and cardiometabolic and kidney outcomes: a longitudinal UK Biobank analysis.EBioMedicine · 2026Article
- Applications of bioimpedance measurement in clinical and allied fields: a comprehensive review.Biomedical engineering online · 2026Review
- Impact of Nutrition Education on Dietary Intake and Body Composition Among Czech University Students Studying Nutrition and Food.Healthcare (Basel, Switzerland) · 2026Article
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7 authors.
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Abstract
Introduction: Bioelectrical impedance analysis (BIA) systems are gaining popularity for use in research and fitness assessments as the technology improves and becomes more affordable and easier to use. Multifrequency BIA (MF-BIA) may improve accuracy and precision using octopolar contacts for segmental analyses. Purpose: Evaluate reliability, biological variability, and accuracy of component measures (total body water, mass, and composition) of commercially available MF-BIA system (InBody 770, Cerritos, California, USA). Methods: Fourteen healthy military-age adults were assessed by MF-BIA in duplicate on five laboratory visits across 3 weeks (10 measures each). Participants were evaluated at the same time of day after refraining from strenuous exercise (> 48 h), alcohol consumption (> 24 h), and caffeine, nicotine, and food (> 10 h). Systematic error (test-retest reliability) and biological variability (day-to-day reliability) were summarized by intraclass correlation coefficient (ICC) values determined for body mass (fat, fat-free, total) and body water (extracellular, intracellular, total). Body composition measurements derived from BIA on the second visit were also tested for accuracy compared to dual-energy x-ray absorptiometry (DXA). Results: Test-retest reliability was very high for all measurements of whole-body water and mass (ICC ≥ 0.999) and high for regional body water and mass (ICC 0.973-1.000). Biological variability was observable with very minor differences between tests (same day) for total and regional body water (0.0-0.2 L) and total and regional body mass measurements (0.0-0.2 kg); while between day differences were slightly higher (0.0-0.5 L and 0.1-0.7 kg). Compared to DXA, the MF-BIA whole-body measures showed an offset in %BF (Bias -4.0 ± 2.8%; Standard error of the estimate (SEE), 2.6%), an overprediction for total body fat-free mass (Bias 2.8 ± 2.1 kg; SEE 2.2 kg) and an underprediction of total body fat mass (Bias -2.9 ± 2.0 kg; SEE 1.9 kg). Conclusion: Under controlled conditions with fit and healthy men and women, this MF-BIA system has high methodological reliability and demonstrates stable day-to-day measurements of major body composition components. Previously reported ~3% body fat offset compared to criterion methods was again confirmed. Precision of the InBody 770 shows consistency and supports further testing of this specific device as a new military standards method and suitability across a wider range of %BF.
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