Uploaded F30 vs M30 analysis

These are the analysis comparing the outcome measures for Experiment 2 of the GX dataset.

GX_F30vM30/Analysis/HRV_Perf_mean.csv

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+,Perf_mean,Participant,StimType,Period
+0,-0.016908514651634517,11,F30,PercentChange
+1,0.0025086588551107335,13,F30,PercentChange
+2,0.0661535614054519,14,F30,PercentChange
+3,0.008986822931336317,16,F30,PercentChange
+4,-0.05451296452897052,20,F30,PercentChange
+5,-0.22649343781462639,1219,F30,PercentChange
+6,0.05621535977946724,1518,F30,PercentChange
+7,-0.426592834784715,212526,F30,PercentChange
+8,-0.2741456277647476,222324,F30,PercentChange
+0,0.0368444146797489,11,M30,PercentChange
+1,0.038281631184623785,13,M30,PercentChange
+2,0.11754925005322239,14,M30,PercentChange
+3,0.061660300352259736,16,M30,PercentChange
+4,-0.026530656582112278,20,M30,PercentChange
+5,-0.20173753051014326,1219,M30,PercentChange
+6,0.06686549552040183,1518,M30,PercentChange
+7,-0.4094007656588204,212526,M30,PercentChange
+8,-0.22426815107671957,222324,M30,PercentChange

GX_F30vM30/Analysis/HRV_RMSSD.csv

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+,RMSSD,Participant,StimType,Period
+0,0.09682311634641848,11,F30,PercentChange
+1,0.5367921823303504,13,F30,PercentChange
+2,1.7009820590003848,14,F30,PercentChange
+3,-0.024937507474612593,16,F30,PercentChange
+4,0.04648831526498492,20,F30,PercentChange
+5,0.11910767614221837,1219,F30,PercentChange
+6,0.32896213095245547,1518,F30,PercentChange
+7,0.06899446001963677,212526,F30,PercentChange
+8,0.03080647868000037,222324,F30,PercentChange
+0,0.41639978965362123,11,M30,PercentChange
+1,0.7146883120248179,13,M30,PercentChange
+2,1.667503873828475,14,M30,PercentChange
+3,-0.05563703996299592,16,M30,PercentChange
+4,0.036118335084792286,20,M30,PercentChange
+5,-0.04492478735115598,1219,M30,PercentChange
+6,-0.10562359580364983,1518,M30,PercentChange
+7,0.45543379714211873,212526,M30,PercentChange
+8,-0.005548752839988573,222324,M30,PercentChange

GX_F30vM30/Analysis/HRV_lf_hf_ratio.csv

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+,lf_hf_ratio,Participant,StimType,Period
+0,1.3452769082552458,11,F30,PercentChange
+1,2.439431590139448,13,F30,PercentChange
+2,1.6353279031273693,14,F30,PercentChange
+3,2.446548302522854,16,F30,PercentChange
+4,8.275036454583363,20,F30,PercentChange
+5,0.8368323067197356,1219,F30,PercentChange
+6,3.462184315031144,1518,F30,PercentChange
+7,2.581432505069404,212526,F30,PercentChange
+8,1.4888719864067292,222324,F30,PercentChange
+0,1.5069560083802274,11,M30,PercentChange
+1,2.387651460113918,13,M30,PercentChange
+2,0.6446158662696388,14,M30,PercentChange
+3,0.9567357182189264,16,M30,PercentChange
+4,0.9910978488946848,20,M30,PercentChange
+5,2.434241435090545,1219,M30,PercentChange
+6,0.5934120808521596,1518,M30,PercentChange
+7,2.1872674265426446,212526,M30,PercentChange
+8,0.9239838019921591,222324,M30,PercentChange

GX_F30vM30/Analysis/Results/FigOutput_04182024/All_stats_results.txt

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+"
+
+F30 Median = 2 ± 2.875 
+M30 Median = 2 ± 3.25 
+z = -0.355, p = 0.72234 n=(F30:9,M30:9)
+MPRB Cor Coef r = 0.156±0.333
+There was no significant difference (at an alpha =0.05)in the change in KSS (Po-Pr) ratings betweenF30 (Median:2,IQR:2.875) and M30 (Median:2,IQR:3.25);
+The effect size measured by MPRB Cor Coef r = 0.156 ± 0.333, indicating a small effect size
+
+"
+"
+
+F30 Mean = -9.60877 ± 17.1836 
+M30 Mean = -6.00818 ± 17.7388 
+t(8) = -6.4991, p = 0.00018828 n=(F30:9,M30:9)
+Cohen's d = -0.163(-0.801,-0.079)
+There was a significant difference (at an alpha =0.05)in the change in Perf mean(D-Pr) (During minus Pre) ratings betweenF30 (Mean:-9.609±17.184) and M30 (Mean:-6.008±17.739);
+The effect size measured by Cohen's d = -0.163 ± 0.084, indicating a small effect size
+
+"
+"
+
+F30 Median = 9.68231 ± 33.8352 
+M30 Median = 3.61183 ± 56.785 
+z = 0.178, p = 0.85895 n=(F30:9,M30:9)
+MPRB Cor Coef r = 0.067±0.4
+There was no significant difference (at an alpha =0.05)in the change in RMSSD(D-Pr) (During minus Pre) ratings betweenF30 (Median:9.682,IQR:33.835) and M30 (Median:3.612,IQR:56.785);
+The effect size measured by MPRB Cor Coef r = 0.067 ± 0.4, indicating a small effect size
+
+"
+"
+
+F30 Median = 243.943 ± 134.865 
+M30 Median = 99.1098 ± 138.322 
+z = 1.599, p = 0.10974 n=(F30:9,M30:9)
+MPRB Cor Coef r = 0.6±0.267
+There was no significant difference (at an alpha =0.05)in the change in lf hf ratio(D-Pr) (During minus Pre) ratings betweenF30 (Median:243.943,IQR:134.865) and M30 (Median:99.11,IQR:138.322);
+The effect size measured by MPRB Cor Coef r = 0.6 ± 0.267, indicating a large effect size
+
+"
+"
+
+F30 Mean = -2.33752 ± 3.74503 
+M30 Mean = 2.55454 ± 3.30419 
+t(8) = -3.2015, p = 0.012583 n=(F30:9,M30:9)
+Cohen's d = -1.212(-3.669,-0.439)
+There was a significant difference (at an alpha =0.05)in the change in Perf mean(Po-Pr) (Post minus Pre) ratings betweenF30 (Mean:-2.338±3.745) and M30 (Mean:2.555±3.304);
+The effect size measured by Cohen's d = -1.212 ± 0.773, indicating a large effect size
+
+"
+"
+
+F30 Median = 0.604077 ± 19.5926 
+M30 Median = 0.654815 ± 7.85086 
+z = 1.125, p = 0.26039 n=(F30:9,M30:9)
+MPRB Cor Coef r = 0.422±0.222
+There was no significant difference (at an alpha =0.05)in the change in Alpha Theta Ratio (Post minus Pre) ratings betweenF30 (Median:0.604,IQR:19.593) and M30 (Median:0.655,IQR:7.851);
+The effect size measured by MPRB Cor Coef r = 0.422 ± 0.222, indicating a medium effect size
+
+"
+"
+
+F30 Mean = 4.57382 ± 5.07161 
+M30 Mean = 1.01349 ± 5.04552 
+t(8) = 4.1947, p = 0.0030183 n=(F30:9,M30:9)
+Cohen's d = 0.686(0.292,2.338)
+There was a significant difference (at an alpha =0.05)in the change in Delta Theta Ratio (Post minus Pre) ratings betweenF30 (Mean:4.574±5.072) and M30 (Mean:1.013±5.046);
+The effect size measured by Cohen's d = 0.686 ± -1.652, indicating a large effect size
+
+"

GX_F30vM30/Analysis/Results/FigOutput_04182024/All_stats_results_p_vals.txt

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+Var|pval
+KSS|0.722338991965049
+Perf mean(D-Pr)|0.000188282224883795
+RMSSD(D-Pr)|0.858954922737482
+lf hf ratio(D-Pr)|0.109744638747013
+Perf mean(Po-Pr)|0.0125831584162648
+Alpha Theta Ratio|0.260392943610483
+Delta Theta Ratio|0.00301827496326444

GX_F30vM30/Analysis/Results/FigOutput_04182024/All_stats_results_sig_corrected_p_vals.txt

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+VarName|OriginalP|AdjustedP|RoundedAdjustedP
+Perf mean(D-Pr)|0.000188282224883795|0.00131797557418656|0.001
+Perf mean(Po-Pr)|0.0125831584162648|0.0293607029712846|0.029
+Delta Theta Ratio|0.00301827496326444|0.0105639623714256|0.011