Supplementary Table S9. Absolute-load-adjusted sensitivity analyses for principal sEMG findings.
Panel A. Principal contrasts before and after adjustment for absolute load
Muscle / contrast Unadjusted estimate [95% CI] Load-adjusted estimate [95% CI] Change after adjustment Direction retained
PD: RP - CB (marginal) 7.96 [5.16, 10.76] 13.27 [8.57, 17.96] +5.31 (66.7%) Yes
BB: WVS - SB, lifting 10.95 [6.93, 14.97] 12.32 [7.75, 16.90] +1.37 (12.6%) Yes
BB: WVS - CB, lifting 10.59 [6.59, 14.59] 11.42 [7.21, 15.63] +0.83 (7.8%) Yes
BB: WVS - RP, lifting 15.67 [11.84, 19.49] 14.17 [9.68, 18.67] -1.49 (9.5%) Yes
MT: lowering - lifting (marginal) 6.15 [2.83, 9.47] 6.13 [2.81, 9.46] -0.02 (0.3%) Yes
Contrast estimates are in %MVIC. Change is the load-adjusted minus unadjusted estimate; the percentage in parentheses is the absolute percentage change relative to the unadjusted estimate. The load-adjusted model added actual experimental load as a covariate to the attachment × phase mixed-effects model with participant retained as a random intercept. Secondary triceps-brachii contrasts also retained the same direction after adjustment: WVS − CB = 9.61 [4.16, 15.06] and WVS − RP = 8.70 [2.77, 14.63].

Panel B. Fixed-effect terms for absolute load and the load × phase sensitivity model.
Muscle Absolute-load β p Load × phase β p
PD 0.757 0.006 -0.118 0.829
BB 0.332 0.219 0.874 0.095
MT -0.408 0.313 0.415 0.600
TB 0.097 0.818 -0.304 0.711
LD -0.678 0.045 -0.060 0.928

Absolute-load β is the fixed-effect coefficient for the actual experimental load covariate in the load-adjusted model. The load × phase coefficient is from an additional sensitivity model containing the corresponding interaction term. Absolute load was associated with posterior-deltoid and latissimus-dorsi sEMG (p = 0.006 and p = 0.045, respectively), whereas no load × phase interaction reached statistical significance (all p ≥ 0.095). These models are robustness analyses only; because absolute load is structurally related to attachment-specific 1RM, covariate adjustment does not identify a load-independent causal effect of attachment geometry. PD = posterior deltoid; BB = biceps brachii; MT = middle trapezius; TB = triceps brachii; LD = latissimus dorsi; WVS = wide V-shaped handle; SB = straight bar; CB = cambered bar; RP = rope.