Results

Descriptives MEP - rMT and Latency

Descriptives
 Mo_PA_LatMo_AP_LatMo_LM_LatBi_PA_LatBi_PA_Contr_LatBi_AP_LatBi_LM_Lat
N28282828282828
Missing0000000
Mean24.225.424.224.324.224.924.2
Median24.025.024.324.324.124.824.1
Standard deviation1.481.671.541.411.501.561.52
Minimum21.521.721.322.121.522.121.4
Maximum27.828.127.227.526.928.027.7
Skewness0.324-0.1080.06300.4090.07140.2490.444
Std. error skewness0.4410.4410.4410.4410.4410.4410.441
Kurtosis0.213-0.716-0.418-0.403-0.571-0.558-0.245
Std. error kurtosis0.8580.8580.8580.8580.8580.8580.858
Shapiro-Wilk W0.9750.9570.9820.9680.9740.9730.975
Shapiro-Wilk p0.7310.2890.8860.5250.6870.6670.726

 

Plots

Mo_PA_Lat

Mo_AP_Lat

Mo_LM_Lat

Bi_PA_Lat

Bi_PA_Contr_Lat

Bi_AP_Lat

Bi_LM_Lat

Repeated Measures ANOVA - Latency

Within Subjects Effects
 Sphericity CorrectionSum of SquaresdfMean SquareFpη²p
Pulse waveformNone0.70710.7071.840.1860.064
 Greenhouse-Geisser0.7071.000.7071.840.1860.064
ResidualNone10.383270.385   
 Greenhouse-Geisser10.38327.000.385   
Current directionNone33.043216.52151.40< .0010.656
 Greenhouse-Geisser33.0431.8018.32151.40< .0010.656
ResidualNone17.357540.321   
 Greenhouse-Geisser17.35748.700.356   
Pulse waveform ✻ Current directionNone3.62521.8126.040.0040.183
 Greenhouse-Geisser3.6251.542.3536.040.0090.183
ResidualNone16.210540.300   
 Greenhouse-Geisser16.21041.600.390   
Note. Type 3 Sums of Squares
[3]

 

Between Subjects Effects
 Sum of SquaresdfMean SquareFpη²p
Residual3362712.4   
Note. Type 3 Sums of Squares

 

Assumptions

Tests of Sphericity
 Mauchly's WpGreenhouse-Geisser εHuynh-Feldt ε
Pulse waveform1.000NaN1.0001.000
Current direction0.8910.2230.9020.962
Pulse waveform ✻ Current direction0.7020.0100.7700.808
ᵃ The repeated measures has only two levels. The assumption of sphericity is always met when the repeated measures has only two levels.

 

Post Hoc Tests

Post Hoc Comparisons - Pulse waveform ✻ Current direction
Comparison
Pulse waveformCurrent direction Pulse waveformCurrent directionMean DifferenceSEdftptukey
MonophasicPA-MonophasicAP-1.245360.165827.0-7.5119< .001
  -MonophasicLM0.004640.124727.00.03721.000
  -BiphasicPA-0.128570.083627.0-1.53820.644
  -BiphasicAP-0.704640.142127.0-4.9597< .001
  -BiphasicLM-0.018210.135827.0-0.13411.000
 AP-MonophasicLM1.250000.172827.07.2352< .001
  -BiphasicPA1.116790.158427.07.0485< .001
  -BiphasicAP0.540710.168127.03.21710.035
  -BiphasicLM1.227140.174327.07.0388< .001
 LM-BiphasicPA-0.133210.155527.0-0.85660.954
  -BiphasicAP-0.709290.164127.0-4.32150.002
  -BiphasicLM-0.022860.187427.0-0.12201.000
BiphasicPA-BiphasicAP-0.576070.123527.0-4.6631< .001
  -BiphasicLM0.110360.121327.00.90990.941
 AP-BiphasicLM0.686430.174227.03.93980.006

 

[4]

Estimated Marginal Means

Current direction ✻ Pulse waveform

Estimated Marginal Means - Current direction ✻ Pulse waveform
95% Confidence Interval
Pulse waveformCurrent directionMeanSELowerUpper
MonophasicPA24.20.27923.624.7
 AP25.40.31524.826.1
 LM24.20.29223.624.8
BiphasicPA24.30.26623.724.8
 AP24.90.29524.325.5
 LM24.20.28823.624.8

 

[4]

Robust Paired Samples T-Test - rMT Monophasic (positive control)

Robust Paired Samples T-Test
95% Confidence Interval
  tdfpMean differenceSELowerUpperCohen's d
Mo_PA_rMTMo_AP_rMT-10.8717.0< .001-0.16960.0156-0.2025-0.136700.811
Mo_LM_rMTMo_AP_rMT-6.0717.0< .001-0.12340.0203-0.1663-0.080550.636
Mo_PA_rMTMo_LM_rMT-2.5717.00.020-0.04620.0180-0.0841-0.008260.370

 

Robust Paired Samples T-Test - rMT Biphasic (no Contr)

Robust Paired Samples T-Test
95% Confidence Interval
  tdfpMean differenceSELowerUpperCohen's d
Bi_PA_rMTBi_AP_rMT-7.11417.0< .001-0.081670.0115-0.1059-0.05740.6412
Bi_AP_rMTBi_LM_rMT-0.51517.00.613-0.009500.0185-0.04850.02950.0601
Bi_PA_rMTBi_LM_rMT-5.53517.0< .001-0.091170.0165-0.1259-0.05640.6348

 

Descriptives MEP - amplitude (log10 transformed)

Descriptives
 Mo_PA_AmplMo_AP_AmplMo_LM_AmplBi_PA_AmplBi_PA_Contr_AmplBi_AP_AmplBi_LM_Ampl
N28282828282828
Missing0000000
Mean2.622.652.632.662.602.592.73
Median2.612.672.662.682.592.602.74
Standard deviation0.2370.2570.3120.3240.2830.2930.256
Minimum2.031.972.092.082.112.042.26
Maximum3.113.063.223.363.143.053.23
Skewness-0.191-0.564-0.02730.06970.0537-0.2930.140
Std. error skewness0.4410.4410.4410.4410.4410.4410.441
Kurtosis0.5950.217-0.606-0.526-0.861-0.851-0.483
Std. error kurtosis0.8580.8580.8580.8580.8580.8580.858
Shapiro-Wilk W0.9820.9680.9650.9820.9750.9520.979
Shapiro-Wilk p0.8940.5290.4590.9010.7180.2240.822

 

Plots

Mo_PA_Ampl

Mo_AP_Ampl

Mo_LM_Ampl

Bi_PA_Ampl

Bi_PA_Contr_Ampl

Bi_AP_Ampl

Bi_LM_Ampl

Repeated Measures ANOVA - Amplitude

Within Subjects Effects
 Sum of SquaresdfMean SquareFpη²p
Pulse waveform0.040910.04091.650.2100.057
Residual0.6707270.0248   
Current direction0.108020.05401.470.2400.052
Residual1.9896540.0368   
Pulse waveform ✻ Current direction0.170120.08502.830.0680.095
Residual1.6251540.0301   
Note. Type 3 Sums of Squares
[3]

 

Between Subjects Effects
 Sum of SquaresdfMean SquareFpη²p
Residual8.56270.317   
Note. Type 3 Sums of Squares

 

Assumptions

Tests of Sphericity
 Mauchly's WpGreenhouse-Geisser εHuynh-Feldt ε
Pulse waveform1.000NaN1.0001.000
Current direction0.9620.6060.9641.000
Pulse waveform ✻ Current direction0.9190.3320.9250.990
ᵃ The repeated measures has only two levels. The assumption of sphericity is always met when the repeated measures has only two levels.

 

Estimated Marginal Means

Current direction ✻ Pulse waveform

[4]

References

[1] The jamovi project (2022). jamovi. (Version 2.3) [Computer Software]. Retrieved from https://www.jamovi.org.

[2] R Core Team (2021). R: A Language and environment for statistical computing. (Version 4.1) [Computer software]. Retrieved from https://cran.r-project.org. (R packages retrieved from MRAN snapshot 2022-01-01).

[3] Singmann, H. (2018). afex: Analysis of Factorial Experiments. [R package]. Retrieved from https://cran.r-project.org/package=afex.

[4] Lenth, R. (2020). emmeans: Estimated Marginal Means, aka Least-Squares Means. [R package]. Retrieved from https://cran.r-project.org/package=emmeans.