The neurophysiological markers of dyadic motor interactions
ANALISI MEPS
Condition
# npar AIC BIC logLik deviance Chisq Df Pr(>Chisq) BF
# lm0 3 7807.1 7824.9 -3900.6 7801.1
# lm1 4 7786.9 7810.6 -3889.4 7778.9 22.269 1 2.37e-06 70.141Statistiche descrittive
# OSSERVAZIONE N FDI sd se ci
# 1 Individual 1397 0.08787175 1.494720 0.03999093 0.07844880
# 2 Social 1369 -0.08966898 1.289149 0.03484187 0.06834929
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Muscle * Grasp
Interaction
# npar AIC BIC logLik deviance Chisq Df Pr(>Chisq)
# lm1 5 7809.1 7838.8 -3899.6 7799.1
# lm2 6 7799.1 7834.6 -3893.5 7787.1 12.058 1 0.0005158 *** BF: 60.219PostHocs
# contrast estimate SE df t.ratio p.value BF
# PG ADM - WHG ADM -0.0766 0.0531 2756 -1.444 0.4721 .001
# PG ADM - PG FDI -0.1310 0.0531 2755 -2.466 0.0655 2.102
# PG ADM - WHG FDI 0.0538 0.0528 2751 1.018 0.7390 0.002
# WHG ADM - PG FDI -0.0544 0.0536 2763 -1.015 0.7407 0.023
# WHG ADM - WHG FDI 0.1304 0.0533 2757 2.446 0.0690 2.981
# PG FDI - WHG FDI 0.1848 0.0534 2752 3.463 0.0030 41.110Statistiche descrittive
# MUSCLE ESECUZIONE N FDI sd se ci
# 1 ADM PG 708 -0.03762515 0.9823434 0.03691872 0.07248346
# 2 ADM WHG 683 0.03900235 1.0005166 0.03828370 0.07516808
# 3 FDI PG 680 0.09341934 0.9688010 0.03715182 0.07294626
# 4 FDI WHG 695 -0.09140310 1.0057232 0.03814925 0.07490179
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Muscle * Cond
### Interaction
# AIC BIC logLik deviance Chisq Df Pr(>Chisq)
# lm1 5 7788.9 7818.5 -3889.4 7778.9
# lm2 6 7789.4 7824.9 -3888.7 7777.4 1.5109 1 0.219 BF: .022### PostHocs
# contrast estimate SE df t.ratio p.value BF
# Individual ADM - Social ADM 0.1317 0.0530 2750 2.485 0.0624 2.801
# Individual ADM - Individual FDI -0.0455 0.0529 2756 -0.862 0.8247 0.019
# Individual ADM - Social FDI 0.1784 0.0532 2756 3.357 0.0044 19.181
# Social ADM - Individual FDI -0.1772 0.0531 2755 -3.337 0.0048 19.001
# Social ADM - Social FDI 0.0468 0.0534 2753 0.876 0.8175 0.001
# Individual FDI - Social FDI 0.2240 0.0533 2751 4.203 0.0002 50.124Statistiche descrittive
# MUSCLE OSSERVAZIONE N FDI sd se ci
# 1 ADM Individual 702 0.06521528 1.0495004 0.03961084 0.07777009
# 2 ADM Social 689 -0.06644576 0.9251455 0.03524524 0.06920113
# 3 FDI Individual 695 0.11075641 1.0646404 0.04038411 0.07928968
# 4 FDI Social 680 -0.11319956 0.8976653 0.03442389 0.06759007
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ANALISI EMG
Muscle * Grasp
Interaction
# npar AIC BIC logLik deviance Chisq Df Pr(>Chisq)
# lm1 5 8650.4 8680.5 -4320.2 8640.4
# lm2 6 7132.3 7168.5 -3560.2 7120.3 1520.1 1 < 2.2e-16 *** BF: 64.211PostHocs
# contrast estimate SE df t.ratio p.value BF
# PG ADM_EMG - WHG ADM_EMG -1.2730 0.0396 3043 -32.157 <.0001 65.212
# PG ADM_EMG - PG FDI_EMG -1.2435 0.0396 3043 -31.382 <.0001 67.432
# PG ADM_EMG - WHG FDI_EMG -0.0343 0.0396 3043 -0.867 0.8218 0.027
# WHG ADM_EMG - PG FDI_EMG 0.0295 0.0396 3043 0.744 0.8791 0.011
# WHG ADM_EMG - WHG FDI_EMG 1.2386 0.0395 3043 31.321 <.0001 14.221
# PG FDI_EMG - WHG FDI_EMG 1.2092 0.0396 3043 30.546 <.0001 19.981Statistiche descrittive
# MUSCLE ESECUZIONE N EMG sd se ci
# 1 ADM_EMG PG 764 -0.6377329 0.6882091 0.02489853 0.04887776
# 2 ADM_EMG WHG 767 0.6352385 0.8281848 0.02990402 0.05870356
# 3 FDI_EMG PG 764 0.6057752 0.9025627 0.03265357 0.06410151
# 4 FDI_EMG WHG 767 -0.6034058 0.6521921 0.02354929 0.04622881
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Muscle * Cond
Interaction
# npar AIC BIC logLik deviance Chisq Df Pr(>Chisq)
# lm1 5 8651.2 8681.3 -4320.6 8641.2
# lm2 6 8652.6 8688.7 -4320.3 8640.6 0.605 1 0.4367 BF: 0.151PostHocs
# contrast estimate SE df t.ratio p.value BF
# Individual ADM_EMG - Social ADM_EMG -0.02376 0.0507 3043 -0.468 0.9660 0.003
# Individual ADM_EMG - Individual FDI_EMG -0.02784 0.0507 3043 -0.549 0.9468 0.018
# Individual ADM_EMG - Social FDI_EMG 0.00418 0.0507 3043 0.082 0.9998 0.012
# Social ADM_EMG - Individual FDI_EMG -0.00407 0.0507 3043 -0.080 0.9998 0.021
# Social ADM_EMG - Social FDI_EMG 0.02794 0.0508 3043 0.550 0.9465 0.043
# Individual FDI_EMG - Social FDI_EMG 0.03202 0.0507 3043 0.631 0.9221 0.021Statistiche descrittive
# MUSCLE OSSERVAZIONE N EMG sd se ci
# 1 ADM_EMG Individual 767 -0.01185789 0.9884313 0.03569019 0.07006218
# 2 ADM_EMG Social 764 0.01190445 0.9969840 0.03606962 0.07080747
# 3 FDI_EMG Individual 767 0.01597726 1.0009506 0.03614223 0.07094958
# 4 FDI_EMG Social 764 -0.01603999 0.9842472 0.03560882 0.06990288 
Movement Time
Interaction
# npar AIC BIC logLik deviance Chisq Df Pr(>Chisq)
# lm1 5 20206 20232 -10098 20196
# lm2 6 20208 20240 -10098 20196 0.0028 1 0.9575 BF: 0.0228PostHocs
# contrast estimate SE df t.ratio p.value BF
# PG Individual - WHG Individual -267.8 16.0 1457 -16.784 <.0001 90.241
# PG Individual - PG Social 21.5 15.9 1457 1.357 0.5265 0.039
# PG Individual - WHG Social -247.4 16.0 1457 -15.484 <.0001 45.128
# WHG Individual - PG Social 289.3 15.9 1457 18.157 <.0001 76.911
# WHG Individual - WHG Social 20.3 16.0 1457 1.270 0.5825 0.181
# PG Social - WHG Social -269.0 16.0 1457 -16.854 <.0001 32.187Statistiche descrittive
# ESECUZIONE OSSERVAZIONE N movement.time1 sd se ci
# 1 PG Individual 372 1304.005 277.3190 14.37832 28.27323
# 2 PG Social 374 1285.765 272.9766 14.11529 27.75551
# 3 WHG Individual 367 1577.684 371.3005 19.38173 38.11353
# 4 WHG Social 365 1557.518 374.2189 19.58751 38.51889
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Grasping Time
Interaction
# npar AIC BIC logLik deviance Chisq Df Pr(>Chisq)
# lm1 5 20078 20104 -10034 20068
# lm2 6 20080 20111 -10034 20068 0.0068 1 0.9343 BF: 0.001PostHocs
# PG Individual - WHG Individual -438.9 15.5 1456 -28.344 <.0001 56.219
# PG Individual - PG Social 16.5 15.4 1456 1.075 0.7047 0.001
# PG Individual - WHG Social -420.6 15.5 1456 -27.133 <.0001 21.975
# WHG Individual - PG Social 455.5 15.4 1456 29.490 <.0001 43.780
# WHG Individual - WHG Social 18.3 15.5 1456 1.180 0.6395 0.111
# PG Social - WHG Social -437.1 15.5 1456 -28.276 <.0001 32.001Statistiche descrittive
# ESECUZIONE OSSERVAZIONE N grasping.time1 sd se ci
# 1 PG Individual 371 691.3423 181.8990 9.443727 18.57011
# 2 PG Social 375 676.3413 165.9472 8.569477 16.85040
# 3 WHG Individual 366 1133.5820 324.7487 16.974889 33.38086
# 4 WHG Social 365 1115.1973 314.5645 16.465056 32.37858
Reaching time
Interaction
# npar AIC BIC logLik deviance Chisq Df Pr(>Chisq)
# lm1 5 20977 21004 -10484 20967
# lm2 6 20979 21011 -10484 20967 0.1655 1 0.6841 BF: 0.111PostHocs
# contrast estimate SE df t.ratio p.value BF
# PG Individual - WHG Individual -202.7 16.6 1502 -12.213 <.0001 12.001
# PG Individual - PG Social 23.6 16.6 1502 1.421 0.4863 0.121
# PG Individual - WHG Social -188.6 16.6 1502 -11.374 <.0001 38.348
# WHG Individual - PG Social 226.3 16.6 1502 13.635 <.0001 31.391
# WHG Individual - WHG Social 14.1 16.6 1502 0.848 0.8312 0.668
# PG Social - WHG Social -212.2 16.6 1502 -12.797 <.0001 7.911Statistiche descrittive
# ESECUZIONE OSSERVAZIONE N reaching.time1 sd se ci
# 1 PG Individual 380 1296.779 320.2353 16.42772 32.30089
# 2 PG Social 380 1272.887 297.0278 15.23721 29.96005
# 3 WHG Individual 381 1499.367 331.8560 17.00150 33.42879
# 4 WHG Social 382 1485.000 324.7702 16.61669 32.67190
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Tempo massima apertura
Interaction
# npar AIC BIC logLik deviance Chisq Df Pr(>Chisq)
# lm1 5 19686 19713 -9838.1 19676
# lm2 6 19688 19720 -9838.1 19676 0.0578 1 0.81 BF: 0.091PostHocs
# contrast estimate SE df t.ratio p.value BF
# PG Individual - WHG Individual -220.43 13.6 1453 -16.191 <.0001 8.098
# PG Individual - PG Social 13.78 13.6 1453 1.016 0.7398 0.001
# PG Individual - WHG Social -211.28 13.7 1453 -15.439 <.0001 60.098
# WHG Individual - PG Social 234.20 13.6 1453 17.236 <.0001 31.098
# WHG Individual - WHG Social 9.15 13.7 1453 0.667 0.9093 0.011
# PG Social - WHG Social -225.06 13.7 1453 -16.478 <.0001 9.001Statistiche descrittive
# ESECUZIONE OSSERVAZIONE N tmax.apertura...movement.time1 sd se ci
# 1 PG Individual 371 965.4367 225.1901 11.69129 22.98971
# 2 PG Social 374 954.8182 229.5500 11.86975 23.34001
# 3 WHG Individual 368 1190.2011 337.1568 17.57551 34.56135
# 4 WHG Social 361 1180.6427 339.4420 17.86537 35.13360
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Tempo massima velocità apertura
Interaction
# npar AIC BIC logLik deviance Chisq Df Pr(>Chisq)
# lm1 5 18343 18369 -9166.5 18333
# lm2 6 18345 18376 -9166.5 18333 0.0315 1 0.8592 BF: 0.001PostHocs
# contrast estimate SE df t.ratio p.value BF
# PG Individual - WHG Individual 100.19 12.6 1377 7.922 <.0001 98.981
# PG Individual - PG Social 9.49 12.2 1376 0.776 0.8654 0.191
# PG Individual - WHG Social 106.54 12.6 1376 8.470 <.0001 43.163
# WHG Individual - PG Social -90.70 12.6 1377 -7.208 <.0001 21.111
# WHG Individual - WHG Social 6.35 12.8 1376 0.495 0.9602 0.181
# PG Social - WHG Social 97.05 12.5 1376 7.756 <.0001 17.170Statistiche descrittive
# ESECUZIONE OSSERVAZIONE N tmax.vel.apertura sd se ci
# 1 PG Individual 362 823.4309 223.7706 11.76112 23.12892
# 2 PG Social 370 821.2270 215.7950 11.21865 22.06050
# 3 WHG Individual 330 721.4061 260.9816 14.36656 28.26191
# 4 WHG Social 335 717.5463 261.6421 14.29503 28.11965
Tempo massima velocità chiusura
Interaction
# npar AIC BIC logLik deviance Chisq Df Pr(>Chisq)
# lm1 5 18664 18690 -9326.9 18654
# lm2 6 18664 18696 -9326.1 18652 1.5551 1 0.2124 BF:0.191PostHocs
# contrast estimate SE df t.ratio p.value BF
# PG Individual - WHG Individual -427.1294 14.5 1374 -29.401 <.0001 29.091
# PG Individual - PG Social -0.0145 14.0 1373 -0.001 1.0000 0.001
# PG Individual - WHG Social -401.8218 14.4 1374 -27.848 <.0001 12.098
# WHG Individual - PG Social 427.1149 14.4 1374 29.611 <.0001 19.871
# WHG Individual - WHG Social 25.3076 14.7 1373 1.720 0.3137 0.608
# PG Social - WHG Social -401.8073 14.3 1374 -28.060 <.0001 21.091Statistiche descrittive
# ESECUZIONE OSSERVAZIONE N tmax.vel.chiusura...gr.time sd se ci
# 1 PG Individual 360 501.9056 138.1091 7.278989 14.31482
# 2 PG Social 371 507.2911 143.6969 7.460370 14.67004
# 3 WHG Individual 328 936.8018 299.0736 16.513577 32.48625
# 4 WHG Social 335 912.6537 291.1025 15.904627 31.28586
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Tempi di reazione
Interaction
# npar AIC BIC logLik deviance Chisq Df Pr(>Chisq)
# lm1 5 19319 19345 -9654.3 19309
# lm2 6 19321 19352 -9654.3 19309 0.0023 1 0.9618 BF: 0.019PostHocs
# contrast estimate SE df t.ratio p.value BF
# PG Individual - WHG Individual -9.39 9.65 1501 -0.973 0.7647 0.001
# PG Individual - PG Social 28.12 9.65 1501 2.913 0.0190 56.991
# PG Individual - WHG Social 18.08 9.67 1501 1.870 0.2415 0.111
# WHG Individual - PG Social 37.51 9.64 1501 3.890 0.0006 45.981
# WHG Individual - WHG Social 27.46 9.65 1501 2.845 0.0233 23.991
# PG Social - WHG Social -10.04 9.66 1501 -1.040 0.7262 0.431Statistiche descrittive
# ESECUZIONE OSSERVAZIONE N Tempo.Reazione.p1 sd se ci
# 1 PG Individual 380 655.0658 193.7348 9.938387 19.54128
# 2 PG Social 381 626.5459 194.8923 9.984633 19.63205
# 3 WHG Individual 382 663.4921 203.5929 10.416721 20.48146
# 4 WHG Social 379 635.1900 183.0225 9.401236 18.48527
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Massima apertura
Interaction
# npar AIC BIC logLik deviance Chisq Df Pr(>Chisq)
# lm1 5 13560 13587 -6775.1 13550
# lm2 6 13562 13594 -6775.1 13550 0.0116 1 0.9142 BF: 0.112PostHocs
# contrast estimate SE df t.ratio p.value BF
# PG Individual - WHG Individual -68.80 1.73 1454 -39.838 <.0001 90.991
# PG Individual - PG Social -1.00 1.72 1454 -0.583 0.9373 0.001
# PG Individual - WHG Social -70.06 1.74 1454 -40.337 <.0001 60.821
# WHG Individual - PG Social 67.79 1.72 1454 39.336 <.0001 47.998
# WHG Individual - WHG Social -1.27 1.74 1454 -0.728 0.8859 0.111
# PG Social - WHG Social -69.06 1.73 1454 -39.840 <.0001 23.081Statistiche descrittive
# ESECUZIONE OSSERVAZIONE N max.apertura1 sd se ci
# 1 PG Individual 371 62.84367 10.98315 0.5702167 1.121272
# 2 PG Social 374 63.78342 28.96996 1.4980010 2.945586
# 3 WHG Individual 369 131.60163 25.50343 1.3276557 2.610744
# 4 WHG Social 361 132.81717 30.85665 1.6240345 3.193786
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Massima altezza traiettoria
Interaction
# npar AIC BIC logLik deviance Chisq Df Pr(>Chisq)
# lm1 5 13186 13212 -6587.9 13176
# lm2 6 13188 13220 -6587.8 13176 0.2366 1 0.6267 BF: 0.021PostHocs
# contrast estimate SE df t.ratio p.value BF
# PG Individual - WHG Individual 59.0095 1.29 1501 45.721 <.0001 74.21
# PG Individual - PG Social -0.9191 1.29 1501 -0.711 0.8927 0.011
# PG Individual - WHG Social 58.9774 1.29 1501 45.728 <.0001 56.981
# WHG Individual - PG Social -59.9286 1.29 1501 -46.402 <.0001 31.141
# WHG Individual - WHG Social -0.0321 1.29 1501 -0.025 1.0000 0.001
# PG Social - WHG Social 59.8964 1.29 1501 46.409 <.0001 34.211Statistiche descrittive
# ESECUZIONE OSSERVAZIONE N max.altezza.traiettoria sd se ci
# 1 PG Individual 380 193.9579 22.27576 1.142722 2.246869
# 2 PG Social 379 194.9367 21.85695 1.122716 2.207551
# 3 WHG Individual 381 134.9738 25.57269 1.310129 2.576009
# 4 WHG Social 382 135.0969 25.78212 1.319128 2.593682
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Tempo massima velocità del polso
Interaction
# npar AIC BIC logLik deviance Chisq Df Pr(>Chisq)
# lm1 5 19241 19267 -9615.4 19231
# lm2 6 19243 19274 -9615.3 19231 0.1458 1 0.7026 BF: 0.011PostHocs
# contrast estimate SE df t.ratio p.value BF
# PG Individual - WHG Individual -9.27 10.3 1483 -0.902 0.8038 0.987
# PG Individual - PG Social 10.42 10.3 1483 1.009 0.7444 0.125
# PG Individual - WHG Social -4.39 10.3 1483 -0.428 0.9737 0.011
# WHG Individual - PG Social 19.69 10.3 1483 1.916 0.2215 0.231
# WHG Individual - WHG Social 4.88 10.2 1483 0.478 0.9639 0.001
# PG Social - WHG Social -14.81 10.3 1483 -1.444 0.4718 0.921Statistiche descrittive
# ESECUZIONE OSSERVAZIONE N tmax.vel.polso...movement.time sd se ci
# 1 PG Individual 371 607.5121 167.3667 8.689249 17.08651
# 2 PG Social 372 596.2823 158.6283 8.224497 16.17248
# 3 WHG Individual 379 617.3536 184.2285 9.463181 18.60707
# 4 WHG Social 382 611.5288 191.1114 9.778109 19.22582
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Tempo massima decelerazione polso
Interaction
# npar AIC BIC logLik deviance Chisq Df Pr(>Chisq)
# lm1 5 20552 20578 -10271 20542
# lm2 6 20553 20585 -10270 20541 0.7309 1 0.3926 BF: 0.021PostHocs
# contrast estimate SE df t.ratio p.value BF
# PG Individual - WHG Individual -5.57 17.4 1465 -0.320 0.9887 0.001
# PG Individual - PG Social 1.43 17.6 1465 0.082 0.9998 0.001
# PG Individual - WHG Social 16.88 17.4 1465 0.970 0.7667 0.012
# WHG Individual - PG Social 7.00 17.4 1465 0.402 0.9780 0.001
# WHG Individual - WHG Social 22.45 17.2 1465 1.302 0.5620 0.028
# PG Social - WHG Social 15.45 17.4 1465 0.887 0.8115 0.002Statistiche descrittive
# ESECUZIONE OSSERVAZIONE N tmax.decelerazione.polso sd se ci
# 1 PG Individual 365 824.8247 242.0442 12.66917 24.91396
# 2 PG Social 365 822.8329 244.2765 12.78602 25.14373
# 3 WHG Individual 378 829.4630 317.2143 16.31574 32.08126
# 4 WHG Social 378 806.7751 293.2294 15.08209 29.65556
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