Concurrent Validity and Within-Session Reliability of a Wireless Surface Electromyography Device (MR EMG) Compared to a Criterion Measure During the Leg Extension Exercise

Purpose: The aim of this study was to assess within-session reliability and concurrent validity of a wireless surface electromyography device (MR EMG) relative to a wireless criterion system (Delsys Trigno) during dynamic leg extension at varying loading intensities. Methods: Thirty-one resistance-trained adults performed four repetitions at 30%, 60%, and 90% of their predicted one-repetition maximum (1RM) on the plate-loaded leg extension machine, with EMG amplitude recorded simultaneously by both systems for the vastus lateralis (VL) and vastus medialis obliquus (VMO). Root mean square (RMS) amplitudes were normalized to maximal voluntary isometric contraction and compared across devices using intraclass correlation coefficients (ICC), coefficients of variation (CV%), standard error of measurement, Pearson correlations, and Bland–Altman analyses. Results: Both devices demonstrated excellent within-session reliability (ICC = 0.92–0.97; CV = 7.8–11.3%). Validity differed by muscle. Across all loads, VMO agreement was good (ICC = 0.82–0.85; r = 0.83–0.86), while VL agreement was moderate (ICC = 0.53–0.57; r = 0.54–0.64). Bland–Altman analyses revealed systematic positive bias across all conditions, with proportional bias present for the VL but absent for the VMO. Conclusions: MR EMG demonstrated excellent within-session reliability but muscle-dependent concurrent validity, with good VMO agreement and moderate VL agreement with the criterion system.

Authors

Institutions

Publication Details

Journal
Sensors
Published
2026-08-14
DOI
https://doi.org/10.3390/s26165165
Primary Topic
Muscle activation and electromyography studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Concurrent Validity and Within-Session Reliability of a Wireless Surface Electromyography Device (MR EMG) Compared to a Criterion Measure During the Leg Extension Exercise

Jamie J. Ghigiarelli, James Hackney, Adam M. Gonzalez, Grace A. Valdez et al.
Sensors
Muscle activation and electromyography studies
article

Concurrent Validity and Within-Session Reliability of a Wireless Surface Electromyography Device (MR EMG) Compared to a Criterion Measure During the Leg Extension Exercise

Jamie J. Ghigiarelli, James Hackney, Adam M. Gonzalez, Grace A. Valdez, Admar L. Calovini, Thomas L. Johannessen
article en

Abstract

Purpose: The aim of this study was to assess within-session reliability and concurrent validity of a wireless surface electromyography device (MR EMG) relative to a wireless criterion system (Delsys Trigno) during dynamic leg extension at varying loading intensities. Methods: Thirty-one resistance-trained adults performed four repetitions at 30%, 60%, and 90% of their predicted one-repetition maximum (1RM) on the plate-loaded leg extension machine, with EMG amplitude recorded simultaneously by both systems for the vastus lateralis (VL) and vastus medialis obliquus (VMO). Root mean square (RMS) amplitudes were normalized to maximal voluntary isometric contraction and compared across devices using intraclass correlation coefficients (ICC), coefficients of variation (CV%), standard error of measurement, Pearson correlations, and Bland–Altman analyses. Results: Both devices demonstrated excellent within-session reliability (ICC = 0.92–0.97; CV = 7.8–11.3%). Validity differed by muscle. Across all loads, VMO agreement was good (ICC = 0.82–0.85; r = 0.83–0.86), while VL agreement was moderate (ICC = 0.53–0.57; r = 0.54–0.64). Bland–Altman analyses revealed systematic positive bias across all conditions, with proportional bias present for the VL but absent for the VMO. Conclusions: MR EMG demonstrated excellent within-session reliability but muscle-dependent concurrent validity, with good VMO agreement and moderate VL agreement with the criterion system.

SensorsVol. 26(16)
Hofstra University (US)
Openalex Percentile: Top 18%
Muscle activation and electromyography studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Concurrent Validity and Within-Session Reliability of a Wireless Surface Electromyography Device (MR EMG) Compared to a Criterion Measure During the Leg Extension Exercise — Jamie J. Ghigiarelli, James Hackney, et al. · Sensors (2026) | TGRS Research Map | TGRS