1 Description des Données du “Multimorphe”

1.1 Distributions

Voici leurs ditributions sur l’ensemble des individus :

Voici les distributions des stats moyennes par individus :

1.2 Stats Patients/Témoins

Overall patient témoin p test
n 89 47 42
MM_taux_de_succes_angry (mean (SD)) 72.84 (15.76) 71.98 (16.33) 73.81 (15.23) 0.587
MM_taux_de_succes_Disgust (mean (SD)) 72.10 (17.72) 71.28 (18.61) 73.01 (16.84) 0.648
MM_taux_de_succes_sad (mean (SD)) 74.71 (19.64) 71.63 (19.94) 78.17 (18.94) 0.117
MM_taux_de_succes_fear (mean (SD)) 85.20 (19.21) 87.23 (18.79) 82.93 (19.65) 0.294
MM_taux_de_succes_surprise (mean (SD)) 86.14 (14.48) 85.46 (16.52) 86.90 (11.94) 0.643
MM_taux_de_succes_happy (mean (SD)) 99.06 (5.24) 98.94 (5.39) 99.21 (5.14) 0.809
MM_delai_moyen_angry (mean (SD)) 16.98 (2.69) 17.37 (2.45) 16.54 (2.89) 0.145
MM_delai_moyen_Disgust (mean (SD)) 16.92 (2.91) 17.34 (2.76) 16.45 (3.05) 0.151
MM_delai_moyen_sad (mean (SD)) 16.93 (2.60) 17.46 (2.25) 16.32 (2.85) 0.038
MM_delai_moyen_fear (mean (SD)) 17.05 (2.25) 17.54 (1.98) 16.51 (2.43) 0.030
MM_delai_moyen_surprise (mean (SD)) 16.77 (3.20) 17.39 (2.94) 16.07 (3.37) 0.050
MM_delai_moyen_happy (mean (SD)) 14.32 (4.09) 15.18 (3.92) 13.36 (4.12) 0.035
MM_delai_moyen (mean (SD)) 16.36 (2.62) 16.94 (2.40) 15.71 (2.74) 0.027
MM_taux_de_succes (mean (SD)) 81.68 (8.32) 81.09 (8.68) 82.34 (7.94) 0.483

1.3 MM_Delai par émotion

Il s’agit ici des moyennes par individus et par émotion des délais de bonne réponse

## [1] "MM_delai_moyen_angry"    "MM_delai_moyen_Disgust" 
## [3] "MM_delai_moyen_sad"      "MM_delai_moyen_fear"    
## [5] "MM_delai_moyen_surprise" "MM_delai_moyen_happy"   
## [7] "MM_delai_moyen"

1.4 Formes MM

1.4.1 Par expériences

Comparaison des taux de succès entre patients et témoins (par expériences)
RowName patient témoin p.value test effect_size effect_size_name
n 1447 1407
success (mean (SD)) 1.00 (0.06) 0.99 (0.12) 0.002 Wilcoxon non apparié (non normal) 0.011 Rank-biserial correlation
Comparaison des temps de succès entre patients et témoins (par expériences)
RowName patient témoin p.value test effect_size effect_size_name
n 1435 1384
time (mean (SD)) 4.58 (1.88) 4.38 (1.60) <0.001 Wilcoxon non apparié (non normal) 0.084 Rank-biserial correlation

Attention le vrai taux chez les patients est de 0.997 , pas 100% (problème de rounding d’une fonction de R)

1.4.2 Par individus

Comparaison des taux de succès et délais moyens entre patients et témoins (moyennes individuelles)
RowName patient témoin p.value test effect_size effect_size_name
1 n 47 42
2 mean_succes_final_Carre (mean (SD)) 1.00 (0.03) 0.99 (0.06) 0.544 Wilcoxon non apparié (non normal) 0.027 Rank-biserial correlation
4 mean_succes_final_Etoile (mean (SD)) 1.00 (0.03) 0.97 (0.08) 0.045 Wilcoxon non apparié (non normal) 0.129 Rank-biserial correlation
5 mean_succes_final_Fleche (mean (SD)) 0.99 (0.04) 1.00 (0.03) 0.584 Wilcoxon non apparié (non normal) -0.024 Rank-biserial correlation
6 mean_succes_final_Rond (mean (SD)) 1.00 (0.00) 0.99 (0.06) Non applicable (variance nulle)
7 mean_succes_final_Triangle (mean (SD)) 1.00 (0.03) 1.00 (0.03) 1.000 Wilcoxon non apparié (non normal) 0.001 Rank-biserial correlation
8 mean_delais_succes_Carre (mean (SD)) 4.65 (0.91) 4.30 (0.56) 0.052 Wilcoxon non apparié (non normal) 0.254 Rank-biserial correlation
9 mean_delais_succes_Croix (mean (SD)) 4.88 (1.32) 4.73 (0.97) 0.829 Wilcoxon non apparié (non normal) 0.029 Rank-biserial correlation
10 mean_delais_succes_Etoile (mean (SD)) 4.39 (0.78) 4.24 (0.55) 0.745 Wilcoxon non apparié (non normal) 0.043 Rank-biserial correlation
11 mean_delais_succes_Fleche (mean (SD)) 4.36 (0.77) 4.27 (0.58) 0.882 Wilcoxon non apparié (non normal) 0.02 Rank-biserial correlation
12 mean_delais_succes_Rond (mean (SD)) 4.72 (0.78) 4.45 (1.09) 0.010 Wilcoxon non apparié (non normal) 0.335 Rank-biserial correlation
13 mean_delais_succes_Triangle (mean (SD)) 4.51 (0.91) 4.28 (1.03) 0.069 Wilcoxon non apparié (non normal) 0.238 Rank-biserial correlation
14 MMF_mean_succes_final_mean (mean (SD)) 1.00 (0.01) 0.99 (0.04) 0.090 Wilcoxon non apparié (non normal) 0.134 Rank-biserial correlation
15 MMF_mean_delais_succes (mean (SD)) 4.58 (0.62) 4.38 (0.53) 0.083 Wilcoxon non apparié (non normal) 0.228 Rank-biserial correlation
16 Statut = témoin (%) 0 (0.0) 42 (100.0) <0.001 Test du Chi-2 1 Cramer’s V

2 Statistiques par Diagnostics

2.1 Diagnostiques

Statut patient témoin p test
n 47 42
MINI_GROUP_tb_anx = 1 (%) 41 (87.2) 13 (31.0) <0.001
MINI_GROUP_tb_humeur = 1 (%) 43 (91.5) 12 (29.3) <0.001
MINI_GROUP_TSTP = 1 (%) 16 (34.0) 3 ( 7.1) 0.005
MINI_GROUP_TCA = 1 (%) 21 (44.7) 0 ( 0.0) <0.001
MINI_GROUP_TUA_TUS = 1 (%) 6 (12.8) 1 ( 2.4) 0.155
MINI_GROUP_tb_psycho = 1 (%) 1 ( 2.1) 0 ( 0.0) 1.000
Borderline = TRUE (%) 20 (42.6) 0 ( NaN) NA
MINI_TCA_restrictif = 1 (%) 4 ( 8.5) 0 ( 0.0) 0.155
MINI_TCA_mixte = 1 (%) 8 (17.0) 0 ( 0.0) 0.015
MINI_TCA_boulimie = 1 (%) 11 (23.4) 0 ( 0.0) 0.002

2.2 Patients (Diag vs non-diag)

On a ici les comparaisons, parmi les PATIENTS, entre ceux qui ont le diagnostic et ceux qui ne l’ont pas

MINI_GROUP_tb_anx 0 1 p test
n 6 41
MM_taux_de_succes_angry (mean (SD)) 77.75 (13.59) 71.13 (16.67) 0.360
MM_taux_de_succes_Disgust (mean (SD)) 66.68 (10.53) 71.95 (19.51) 0.523
MM_taux_de_succes_sad (mean (SD)) 80.55 (26.71) 70.32 (18.82) 0.245
MM_taux_de_succes_fear (mean (SD)) 97.22 (6.82) 85.77 (19.57) 0.166
MM_taux_de_succes_surprise (mean (SD)) 88.87 (8.62) 84.96 (17.40) 0.594
MM_taux_de_succes_happy (mean (SD)) 100.00 (0.00) 98.78 (5.76) 0.610
MM_delai_moyen_angry (mean (SD)) 17.28 (2.61) 17.38 (2.47) 0.927
MM_delai_moyen_Disgust (mean (SD)) 18.18 (3.10) 17.21 (2.72) 0.427
MM_delai_moyen_sad (mean (SD)) 17.00 (2.31) 17.53 (2.26) 0.594
MM_delai_moyen_fear (mean (SD)) 17.60 (2.70) 17.53 (1.90) 0.938
MM_delai_moyen_surprise (mean (SD)) 18.17 (2.30) 17.28 (3.03) 0.496
MM_delai_moyen_happy (mean (SD)) 15.15 (5.20) 15.19 (3.78) 0.983
MM_delai_moyen (mean (SD)) 17.18 (2.69) 16.90 (2.39) 0.792
MM_taux_de_succes (mean (SD)) 85.20 (6.00) 80.49 (8.90) 0.218
MINI_GROUP_tb_humeur 0 1 p test
n 4 43
MM_taux_de_succes_angry (mean (SD)) 70.83 (15.94) 72.09 (16.55) 0.884
MM_taux_de_succes_Disgust (mean (SD)) 75.00 (21.51) 70.93 (18.57) 0.681
MM_taux_de_succes_sad (mean (SD)) 83.33 (13.59) 70.54 (20.19) 0.224
MM_taux_de_succes_fear (mean (SD)) 95.83 (8.35) 86.43 (19.34) 0.344
MM_taux_de_succes_surprise (mean (SD)) 95.83 (8.35) 84.49 (16.82) 0.193
MM_taux_de_succes_happy (mean (SD)) 100.00 (0.00) 98.84 (5.63) 0.684
MM_delai_moyen_angry (mean (SD)) 17.88 (4.12) 17.32 (2.32) 0.672
MM_delai_moyen_Disgust (mean (SD)) 19.05 (1.58) 17.18 (2.80) 0.197
MM_delai_moyen_sad (mean (SD)) 18.15 (3.07) 17.40 (2.19) 0.529
MM_delai_moyen_fear (mean (SD)) 18.27 (3.45) 17.47 (1.84) 0.445
MM_delai_moyen_surprise (mean (SD)) 18.20 (3.60) 17.32 (2.91) 0.572
MM_delai_moyen_happy (mean (SD)) 17.50 (4.87) 14.97 (3.81) 0.220
MM_delai_moyen (mean (SD)) 18.10 (3.60) 16.83 (2.29) 0.316
MM_taux_de_succes (mean (SD)) 86.83 (6.16) 80.55 (8.74) 0.169
MINI_GROUP_TSTP 0 1 p test
n 31 16
MM_taux_de_succes_angry (mean (SD)) 70.96 (17.19) 73.95 (14.85) 0.558
MM_taux_de_succes_Disgust (mean (SD)) 74.20 (20.10) 65.62 (14.22) 0.136
MM_taux_de_succes_sad (mean (SD)) 72.57 (18.53) 69.79 (22.95) 0.656
MM_taux_de_succes_fear (mean (SD)) 83.86 (21.30) 93.74 (10.32) 0.088
MM_taux_de_succes_surprise (mean (SD)) 86.55 (14.54) 83.33 (20.18) 0.532
MM_taux_de_succes_happy (mean (SD)) 98.39 (6.60) 100.00 (0.00) 0.336
MM_delai_moyen_angry (mean (SD)) 17.45 (2.35) 17.21 (2.71) 0.746
MM_delai_moyen_Disgust (mean (SD)) 17.56 (2.51) 16.91 (3.22) 0.453
MM_delai_moyen_sad (mean (SD)) 17.45 (2.21) 17.49 (2.39) 0.949
MM_delai_moyen_fear (mean (SD)) 17.84 (1.67) 16.96 (2.44) 0.149
MM_delai_moyen_surprise (mean (SD)) 17.55 (2.87) 17.09 (3.15) 0.613
MM_delai_moyen_happy (mean (SD)) 14.95 (3.81) 15.64 (4.20) 0.573
MM_delai_moyen (mean (SD)) 17.03 (2.24) 16.76 (2.74) 0.713
MM_taux_de_succes (mean (SD)) 81.10 (9.33) 81.07 (7.54) 0.992
MINI_GROUP_TCA 0 1 p test
n 26 21
MM_taux_de_succes_angry (mean (SD)) 73.70 (17.74) 69.84 (14.53) 0.426
MM_taux_de_succes_Disgust (mean (SD)) 66.67 (19.43) 76.98 (16.21) 0.058
MM_taux_de_succes_sad (mean (SD)) 72.43 (20.52) 70.63 (19.65) 0.763
MM_taux_de_succes_fear (mean (SD)) 87.17 (19.04) 87.30 (18.94) 0.983
MM_taux_de_succes_surprise (mean (SD)) 86.53 (16.34) 84.12 (17.05) 0.624
MM_taux_de_succes_happy (mean (SD)) 98.08 (7.19) 100.00 (0.00) 0.228
MM_delai_moyen_angry (mean (SD)) 16.77 (2.70) 18.11 (1.92) 0.063
MM_delai_moyen_Disgust (mean (SD)) 16.99 (2.95) 17.77 (2.50) 0.338
MM_delai_moyen_sad (mean (SD)) 17.12 (2.49) 17.90 (1.87) 0.241
MM_delai_moyen_fear (mean (SD)) 17.34 (2.35) 17.79 (1.43) 0.443
MM_delai_moyen_surprise (mean (SD)) 17.03 (3.10) 17.84 (2.73) 0.357
MM_delai_moyen_happy (mean (SD)) 14.29 (4.31) 16.29 (3.13) 0.083
MM_delai_moyen (mean (SD)) 16.47 (2.66) 17.52 (1.94) 0.134
MM_taux_de_succes (mean (SD)) 80.77 (9.46) 81.48 (7.82) 0.783
MINI_GROUP_TUA_TUS 0 1 p test
n 41 6
MM_taux_de_succes_angry (mean (SD)) 73.16 (15.75) 63.88 (19.48) 0.197
MM_taux_de_succes_Disgust (mean (SD)) 69.92 (19.07) 80.55 (12.53) 0.194
MM_taux_de_succes_sad (mean (SD)) 72.76 (19.27) 63.87 (24.53) 0.313
MM_taux_de_succes_fear (mean (SD)) 86.58 (19.45) 91.67 (13.94) 0.541
MM_taux_de_succes_surprise (mean (SD)) 85.36 (16.32) 86.10 (19.49) 0.920
MM_taux_de_succes_happy (mean (SD)) 98.78 (5.76) 100.00 (0.00) 0.610
MM_delai_moyen_angry (mean (SD)) 17.18 (2.47) 18.67 (2.08) 0.169
MM_delai_moyen_Disgust (mean (SD)) 17.18 (2.81) 18.43 (2.26) 0.302
MM_delai_moyen_sad (mean (SD)) 17.27 (2.33) 18.82 (0.77) 0.115
MM_delai_moyen_fear (mean (SD)) 17.56 (1.80) 17.40 (3.18) 0.855
MM_delai_moyen_surprise (mean (SD)) 17.27 (2.85) 18.23 (3.72) 0.460
MM_delai_moyen_happy (mean (SD)) 14.80 (3.89) 17.83 (3.22) 0.076
MM_delai_moyen (mean (SD)) 16.77 (2.35) 18.08 (2.65) 0.214
MM_taux_de_succes (mean (SD)) 81.10 (8.72) 81.02 (9.22) 0.983
MINI_GROUP_tb_psycho 0 1 p test
n 46 1
MM_taux_de_succes_angry (mean (SD)) 71.73 (16.42) 83.30 (NA) NA
MM_taux_de_succes_Disgust (mean (SD)) 71.38 (18.80) 66.70 (NA) NA
MM_taux_de_succes_sad (mean (SD)) 72.46 (19.31) 33.30 (NA) NA
MM_taux_de_succes_fear (mean (SD)) 86.95 (18.90) 100.00 (NA) NA
MM_taux_de_succes_surprise (mean (SD)) 85.50 (16.70) 83.30 (NA) NA
MM_taux_de_succes_happy (mean (SD)) 98.91 (5.44) 100.00 (NA) NA
MM_delai_moyen_angry (mean (SD)) 17.34 (2.47) 18.90 (NA) NA
MM_delai_moyen_Disgust (mean (SD)) 17.28 (2.76) 20.00 (NA) NA
MM_delai_moyen_sad (mean (SD)) 17.46 (2.27) 17.50 (NA) NA
MM_delai_moyen_fear (mean (SD)) 17.49 (1.98) 19.80 (NA) NA
MM_delai_moyen_surprise (mean (SD)) 17.34 (2.95) 20.00 (NA) NA
MM_delai_moyen_happy (mean (SD)) 15.27 (3.92) 11.40 (NA) NA
MM_delai_moyen (mean (SD)) 16.92 (2.42) 17.80 (NA) NA
MM_taux_de_succes (mean (SD)) 81.16 (8.76) 77.80 (NA) NA
Borderline FALSE TRUE p test
n 27 20
MM_taux_de_succes_angry (mean (SD)) 74.68 (16.89) 68.33 (15.19) 0.190
MM_taux_de_succes_Disgust (mean (SD)) 69.76 (20.68) 73.33 (15.66) 0.521
MM_taux_de_succes_sad (mean (SD)) 73.45 (20.28) 69.16 (19.70) 0.472
MM_taux_de_succes_fear (mean (SD)) 90.12 (14.06) 83.33 (23.58) 0.224
MM_taux_de_succes_surprise (mean (SD)) 88.27 (14.48) 81.67 (18.65) 0.178
MM_taux_de_succes_happy (mean (SD)) 99.38 (3.21) 98.33 (7.45) 0.516
MM_delai_moyen_angry (mean (SD)) 17.03 (2.43) 17.82 (2.48) 0.279
MM_delai_moyen_Disgust (mean (SD)) 17.13 (3.03) 17.61 (2.38) 0.559
MM_delai_moyen_sad (mean (SD)) 16.87 (2.48) 18.27 (1.61) 0.033
MM_delai_moyen_fear (mean (SD)) 17.57 (1.96) 17.50 (2.06) 0.894
MM_delai_moyen_surprise (mean (SD)) 17.44 (2.87) 17.32 (3.10) 0.892
MM_delai_moyen_happy (mean (SD)) 14.34 (4.21) 16.32 (3.24) 0.087
MM_delai_moyen (mean (SD)) 16.61 (2.47) 17.38 (2.28) 0.287
MM_taux_de_succes (mean (SD)) 82.61 (8.31) 79.03 (8.94) 0.163
MINI_TCA_restrictif 0 1 p test
n 43 4
MM_taux_de_succes_angry (mean (SD)) 71.70 (16.06) 75.00 (21.51) 0.703
MM_taux_de_succes_Disgust (mean (SD)) 69.38 (18.15) 91.65 (9.64) 0.020
MM_taux_de_succes_sad (mean (SD)) 71.70 (20.10) 70.85 (20.97) 0.936
MM_taux_de_succes_fear (mean (SD)) 86.43 (19.34) 95.83 (8.35) 0.344
MM_taux_de_succes_surprise (mean (SD)) 84.88 (16.59) 91.67 (16.65) 0.437
MM_taux_de_succes_happy (mean (SD)) 98.84 (5.63) 100.00 (0.00) 0.684
MM_delai_moyen_angry (mean (SD)) 17.40 (2.49) 17.05 (2.34) 0.788
MM_delai_moyen_Disgust (mean (SD)) 17.32 (2.80) 17.55 (2.50) 0.874
MM_delai_moyen_sad (mean (SD)) 17.53 (2.26) 16.80 (2.23) 0.542
MM_delai_moyen_fear (mean (SD)) 17.53 (2.04) 17.68 (1.46) 0.889
MM_delai_moyen_surprise (mean (SD)) 17.39 (3.03) 17.42 (1.93) 0.982
MM_delai_moyen_happy (mean (SD)) 15.23 (3.95) 14.62 (4.00) 0.769
MM_delai_moyen (mean (SD)) 16.95 (2.45) 16.82 (1.92) 0.923
MM_taux_de_succes (mean (SD)) 80.49 (8.71) 87.50 (5.75) 0.124
MINI_TCA_mixte 0 1 p test
n 39 8
MM_taux_de_succes_angry (mean (SD)) 71.36 (17.49) 75.00 (8.87) 0.571
MM_taux_de_succes_Disgust (mean (SD)) 70.52 (19.28) 75.00 (15.41) 0.540
MM_taux_de_succes_sad (mean (SD)) 72.64 (20.41) 66.66 (17.81) 0.446
MM_taux_de_succes_fear (mean (SD)) 87.60 (19.77) 85.41 (13.90) 0.768
MM_taux_de_succes_surprise (mean (SD)) 85.04 (17.43) 87.49 (11.78) 0.707
MM_taux_de_succes_happy (mean (SD)) 98.72 (5.90) 100.00 (0.00) 0.546
MM_delai_moyen_angry (mean (SD)) 17.31 (2.56) 17.68 (1.96) 0.704
MM_delai_moyen_Disgust (mean (SD)) 17.54 (2.72) 16.35 (2.92) 0.270
MM_delai_moyen_sad (mean (SD)) 17.51 (2.29) 17.26 (2.17) 0.784
MM_delai_moyen_fear (mean (SD)) 17.61 (2.13) 17.21 (1.07) 0.613
MM_delai_moyen_surprise (mean (SD)) 17.66 (2.80) 16.08 (3.42) 0.166
MM_delai_moyen_happy (mean (SD)) 15.18 (4.09) 15.18 (3.18) 0.995
MM_delai_moyen (mean (SD)) 17.03 (2.46) 16.51 (2.18) 0.587
MM_taux_de_succes (mean (SD)) 80.98 (9.38) 81.59 (4.17) 0.860
MINI_TCA_boulimie 0 1 p test
n 36 11
MM_taux_de_succes_angry (mean (SD)) 74.53 (16.65) 63.65 (12.51) 0.052
MM_taux_de_succes_Disgust (mean (SD)) 70.84 (19.66) 72.73 (15.39) 0.772
MM_taux_de_succes_sad (mean (SD)) 70.83 (20.07) 74.24 (20.22) 0.625
MM_taux_de_succes_fear (mean (SD)) 87.49 (17.54) 86.35 (23.36) 0.862
MM_taux_de_succes_surprise (mean (SD)) 87.03 (15.48) 80.30 (19.46) 0.241
MM_taux_de_succes_happy (mean (SD)) 98.61 (6.14) 100.00 (0.00) 0.460
MM_delai_moyen_angry (mean (SD)) 16.82 (2.46) 19.15 (1.40) 0.005
MM_delai_moyen_Disgust (mean (SD)) 16.78 (2.86) 19.17 (1.20) 0.010
MM_delai_moyen_sad (mean (SD)) 16.99 (2.34) 19.01 (0.74) 0.008
MM_delai_moyen_fear (mean (SD)) 17.29 (2.06) 18.37 (1.48) 0.113
MM_delai_moyen_surprise (mean (SD)) 16.76 (3.07) 19.48 (0.75) 0.006
MM_delai_moyen_happy (mean (SD)) 14.23 (3.90) 18.30 (1.84) 0.002
MM_delai_moyen (mean (SD)) 16.36 (2.42) 18.83 (0.90) 0.002
MM_taux_de_succes (mean (SD)) 81.56 (8.63) 79.55 (9.06) 0.507

2.3 Patients avec Diag vs Témoins

MINI_GROUP_tb_anx_Statut patient avec le diag témoin p test
n 41 42
MM_taux_de_succes_angry (mean (SD)) 71.13 (16.67) 73.81 (15.23) 0.447
MM_taux_de_succes_Disgust (mean (SD)) 71.95 (19.51) 73.01 (16.84) 0.792
MM_taux_de_succes_sad (mean (SD)) 70.32 (18.82) 78.17 (18.94) 0.062
MM_taux_de_succes_fear (mean (SD)) 85.77 (19.57) 82.93 (19.65) 0.512
MM_taux_de_succes_surprise (mean (SD)) 84.96 (17.40) 86.90 (11.94) 0.555
MM_taux_de_succes_happy (mean (SD)) 98.78 (5.76) 99.21 (5.14) 0.723
MM_delai_moyen_angry (mean (SD)) 17.38 (2.47) 16.54 (2.89) 0.155
MM_delai_moyen_Disgust (mean (SD)) 17.21 (2.72) 16.45 (3.05) 0.230
MM_delai_moyen_sad (mean (SD)) 17.53 (2.26) 16.32 (2.85) 0.035
MM_delai_moyen_fear (mean (SD)) 17.53 (1.90) 16.51 (2.43) 0.036
MM_delai_moyen_surprise (mean (SD)) 17.28 (3.03) 16.07 (3.37) 0.088
MM_delai_moyen_happy (mean (SD)) 15.19 (3.78) 13.36 (4.12) 0.038
MM_delai_moyen (mean (SD)) 16.90 (2.39) 15.71 (2.74) 0.038
MM_taux_de_succes (mean (SD)) 80.49 (8.90) 82.34 (7.94) 0.320
MINI_GROUP_tb_humeur_Statut patient avec le diag témoin p test
n 43 42
MM_taux_de_succes_angry (mean (SD)) 72.09 (16.55) 73.81 (15.23) 0.619
MM_taux_de_succes_Disgust (mean (SD)) 70.93 (18.57) 73.01 (16.84) 0.591
MM_taux_de_succes_sad (mean (SD)) 70.54 (20.19) 78.17 (18.94) 0.076
MM_taux_de_succes_fear (mean (SD)) 86.43 (19.34) 82.93 (19.65) 0.410
MM_taux_de_succes_surprise (mean (SD)) 84.49 (16.82) 86.90 (11.94) 0.451
MM_taux_de_succes_happy (mean (SD)) 98.84 (5.63) 99.21 (5.14) 0.753
MM_delai_moyen_angry (mean (SD)) 17.32 (2.32) 16.54 (2.89) 0.169
MM_delai_moyen_Disgust (mean (SD)) 17.18 (2.80) 16.45 (3.05) 0.252
MM_delai_moyen_sad (mean (SD)) 17.40 (2.19) 16.32 (2.85) 0.054
MM_delai_moyen_fear (mean (SD)) 17.47 (1.84) 16.51 (2.43) 0.043
MM_delai_moyen_surprise (mean (SD)) 17.32 (2.91) 16.07 (3.37) 0.070
MM_delai_moyen_happy (mean (SD)) 14.97 (3.81) 13.36 (4.12) 0.065
MM_delai_moyen (mean (SD)) 16.83 (2.29) 15.71 (2.74) 0.044
MM_taux_de_succes (mean (SD)) 80.55 (8.74) 82.34 (7.94) 0.328
MINI_GROUP_TSTP_Statut patient avec le diag témoin p test
n 16 42
MM_taux_de_succes_angry (mean (SD)) 73.95 (14.85) 73.81 (15.23) 0.975
MM_taux_de_succes_Disgust (mean (SD)) 65.62 (14.22) 73.01 (16.84) 0.126
MM_taux_de_succes_sad (mean (SD)) 69.79 (22.95) 78.17 (18.94) 0.162
MM_taux_de_succes_fear (mean (SD)) 93.74 (10.32) 82.93 (19.65) 0.041
MM_taux_de_succes_surprise (mean (SD)) 83.33 (20.18) 86.90 (11.94) 0.410
MM_taux_de_succes_happy (mean (SD)) 100.00 (0.00) 99.21 (5.14) 0.542
MM_delai_moyen_angry (mean (SD)) 17.21 (2.71) 16.54 (2.89) 0.426
MM_delai_moyen_Disgust (mean (SD)) 16.91 (3.22) 16.45 (3.05) 0.611
MM_delai_moyen_sad (mean (SD)) 17.49 (2.39) 16.32 (2.85) 0.150
MM_delai_moyen_fear (mean (SD)) 16.96 (2.44) 16.51 (2.43) 0.535
MM_delai_moyen_surprise (mean (SD)) 17.09 (3.15) 16.07 (3.37) 0.298
MM_delai_moyen_happy (mean (SD)) 15.64 (4.20) 13.36 (4.12) 0.066
MM_delai_moyen (mean (SD)) 16.76 (2.74) 15.71 (2.74) 0.201
MM_taux_de_succes (mean (SD)) 81.07 (7.54) 82.34 (7.94) 0.584
MINI_GROUP_TCA_Statut patient avec le diag témoin p test
n 21 42
MM_taux_de_succes_angry (mean (SD)) 69.84 (14.53) 73.81 (15.23) 0.326
MM_taux_de_succes_Disgust (mean (SD)) 76.98 (16.21) 73.01 (16.84) 0.375
MM_taux_de_succes_sad (mean (SD)) 70.63 (19.65) 78.17 (18.94) 0.147
MM_taux_de_succes_fear (mean (SD)) 87.30 (18.94) 82.93 (19.65) 0.403
MM_taux_de_succes_surprise (mean (SD)) 84.12 (17.05) 86.90 (11.94) 0.456
MM_taux_de_succes_happy (mean (SD)) 100.00 (0.00) 99.21 (5.14) 0.484
MM_delai_moyen_angry (mean (SD)) 18.11 (1.92) 16.54 (2.89) 0.028
MM_delai_moyen_Disgust (mean (SD)) 17.77 (2.50) 16.45 (3.05) 0.090
MM_delai_moyen_sad (mean (SD)) 17.90 (1.87) 16.32 (2.85) 0.026
MM_delai_moyen_fear (mean (SD)) 17.79 (1.43) 16.51 (2.43) 0.030
MM_delai_moyen_surprise (mean (SD)) 17.84 (2.73) 16.07 (3.37) 0.041
MM_delai_moyen_happy (mean (SD)) 16.29 (3.13) 13.36 (4.12) 0.006
MM_delai_moyen (mean (SD)) 17.52 (1.94) 15.71 (2.74) 0.009
MM_taux_de_succes (mean (SD)) 81.48 (7.82) 82.34 (7.94) 0.687
MINI_GROUP_TUA_TUS_Statut patient avec le diag témoin p test
n 6 42
MM_taux_de_succes_angry (mean (SD)) 63.88 (19.48) 73.81 (15.23) 0.155
MM_taux_de_succes_Disgust (mean (SD)) 80.55 (12.53) 73.01 (16.84) 0.298
MM_taux_de_succes_sad (mean (SD)) 63.87 (24.53) 78.17 (18.94) 0.102
MM_taux_de_succes_fear (mean (SD)) 91.67 (13.94) 82.93 (19.65) 0.300
MM_taux_de_succes_surprise (mean (SD)) 86.10 (19.49) 86.90 (11.94) 0.889
MM_taux_de_succes_happy (mean (SD)) 100.00 (0.00) 99.21 (5.14) 0.710
MM_delai_moyen_angry (mean (SD)) 18.67 (2.08) 16.54 (2.89) 0.090
MM_delai_moyen_Disgust (mean (SD)) 18.43 (2.26) 16.45 (3.05) 0.133
MM_delai_moyen_sad (mean (SD)) 18.82 (0.77) 16.32 (2.85) 0.040
MM_delai_moyen_fear (mean (SD)) 17.40 (3.18) 16.51 (2.43) 0.423
MM_delai_moyen_surprise (mean (SD)) 18.23 (3.72) 16.07 (3.37) 0.152
MM_delai_moyen_happy (mean (SD)) 17.83 (3.22) 13.36 (4.12) 0.014
MM_delai_moyen (mean (SD)) 18.08 (2.65) 15.71 (2.74) 0.053
MM_taux_de_succes (mean (SD)) 81.02 (9.22) 82.34 (7.94) 0.711
MINI_GROUP_tb_psycho_Statut patient avec le diag témoin p test
n 1 42
MM_taux_de_succes_angry (mean (SD)) 83.30 (NA) 73.81 (15.23) NA
MM_taux_de_succes_Disgust (mean (SD)) 66.70 (NA) 73.01 (16.84) NA
MM_taux_de_succes_sad (mean (SD)) 33.30 (NA) 78.17 (18.94) NA
MM_taux_de_succes_fear (mean (SD)) 100.00 (NA) 82.93 (19.65) NA
MM_taux_de_succes_surprise (mean (SD)) 83.30 (NA) 86.90 (11.94) NA
MM_taux_de_succes_happy (mean (SD)) 100.00 (NA) 99.21 (5.14) NA
MM_delai_moyen_angry (mean (SD)) 18.90 (NA) 16.54 (2.89) NA
MM_delai_moyen_Disgust (mean (SD)) 20.00 (NA) 16.45 (3.05) NA
MM_delai_moyen_sad (mean (SD)) 17.50 (NA) 16.32 (2.85) NA
MM_delai_moyen_fear (mean (SD)) 19.80 (NA) 16.51 (2.43) NA
MM_delai_moyen_surprise (mean (SD)) 20.00 (NA) 16.07 (3.37) NA
MM_delai_moyen_happy (mean (SD)) 11.40 (NA) 13.36 (4.12) NA
MM_delai_moyen (mean (SD)) 17.80 (NA) 15.71 (2.74) NA
MM_taux_de_succes (mean (SD)) 77.80 (NA) 82.34 (7.94) NA
Borderline_Statut patient avec le diag témoin p test
n 20 42
MM_taux_de_succes_angry (mean (SD)) 68.33 (15.19) 73.81 (15.23) 0.190
MM_taux_de_succes_Disgust (mean (SD)) 73.33 (15.66) 73.01 (16.84) 0.943
MM_taux_de_succes_sad (mean (SD)) 69.16 (19.70) 78.17 (18.94) 0.089
MM_taux_de_succes_fear (mean (SD)) 83.33 (23.58) 82.93 (19.65) 0.945
MM_taux_de_succes_surprise (mean (SD)) 81.67 (18.65) 86.90 (11.94) 0.187
MM_taux_de_succes_happy (mean (SD)) 98.33 (7.45) 99.21 (5.14) 0.593
MM_delai_moyen_angry (mean (SD)) 17.82 (2.48) 16.54 (2.89) 0.092
MM_delai_moyen_Disgust (mean (SD)) 17.61 (2.38) 16.45 (3.05) 0.137
MM_delai_moyen_sad (mean (SD)) 18.27 (1.61) 16.32 (2.85) 0.006
MM_delai_moyen_fear (mean (SD)) 17.50 (2.06) 16.51 (2.43) 0.123
MM_delai_moyen_surprise (mean (SD)) 17.32 (3.10) 16.07 (3.37) 0.164
MM_delai_moyen_happy (mean (SD)) 16.32 (3.24) 13.36 (4.12) 0.006
MM_delai_moyen (mean (SD)) 17.38 (2.28) 15.71 (2.74) 0.022
MM_taux_de_succes (mean (SD)) 79.03 (8.94) 82.34 (7.94) 0.146
MINI_TCA_restrictif_Statut patient avec le diag témoin p test
n 4 42
MM_taux_de_succes_angry (mean (SD)) 75.00 (21.51) 73.81 (15.23) 0.886
MM_taux_de_succes_Disgust (mean (SD)) 91.65 (9.64) 73.01 (16.84) 0.036
MM_taux_de_succes_sad (mean (SD)) 70.85 (20.97) 78.17 (18.94) 0.468
MM_taux_de_succes_fear (mean (SD)) 95.83 (8.35) 82.93 (19.65) 0.203
MM_taux_de_succes_surprise (mean (SD)) 91.67 (16.65) 86.90 (11.94) 0.462
MM_taux_de_succes_happy (mean (SD)) 100.00 (0.00) 99.21 (5.14) 0.761
MM_delai_moyen_angry (mean (SD)) 17.05 (2.34) 16.54 (2.89) 0.733
MM_delai_moyen_Disgust (mean (SD)) 17.55 (2.50) 16.45 (3.05) 0.488
MM_delai_moyen_sad (mean (SD)) 16.80 (2.23) 16.32 (2.85) 0.748
MM_delai_moyen_fear (mean (SD)) 17.68 (1.46) 16.51 (2.43) 0.354
MM_delai_moyen_surprise (mean (SD)) 17.42 (1.93) 16.07 (3.37) 0.434
MM_delai_moyen_happy (mean (SD)) 14.62 (4.00) 13.36 (4.12) 0.559
MM_delai_moyen (mean (SD)) 16.82 (1.92) 15.71 (2.74) 0.434
MM_taux_de_succes (mean (SD)) 87.50 (5.75) 82.34 (7.94) 0.213
MINI_TCA_mixte_Statut patient avec le diag témoin p test
n 8 42
MM_taux_de_succes_angry (mean (SD)) 75.00 (8.87) 73.81 (15.23) 0.832
MM_taux_de_succes_Disgust (mean (SD)) 75.00 (15.41) 73.01 (16.84) 0.758
MM_taux_de_succes_sad (mean (SD)) 66.66 (17.81) 78.17 (18.94) 0.119
MM_taux_de_succes_fear (mean (SD)) 85.41 (13.90) 82.93 (19.65) 0.735
MM_taux_de_succes_surprise (mean (SD)) 87.49 (11.78) 86.90 (11.94) 0.898
MM_taux_de_succes_happy (mean (SD)) 100.00 (0.00) 99.21 (5.14) 0.667
MM_delai_moyen_angry (mean (SD)) 17.68 (1.96) 16.54 (2.89) 0.293
MM_delai_moyen_Disgust (mean (SD)) 16.35 (2.92) 16.45 (3.05) 0.934
MM_delai_moyen_sad (mean (SD)) 17.26 (2.17) 16.32 (2.85) 0.382
MM_delai_moyen_fear (mean (SD)) 17.21 (1.07) 16.51 (2.43) 0.429
MM_delai_moyen_surprise (mean (SD)) 16.08 (3.42) 16.07 (3.37) 0.995
MM_delai_moyen_happy (mean (SD)) 15.18 (3.18) 13.36 (4.12) 0.245
MM_delai_moyen (mean (SD)) 16.51 (2.18) 15.71 (2.74) 0.441
MM_taux_de_succes (mean (SD)) 81.59 (4.17) 82.34 (7.94) 0.797
MINI_TCA_boulimie_Statut patient avec le diag témoin p test
n 11 42
MM_taux_de_succes_angry (mean (SD)) 63.65 (12.51) 73.81 (15.23) 0.047
MM_taux_de_succes_Disgust (mean (SD)) 72.73 (15.39) 73.01 (16.84) 0.960
MM_taux_de_succes_sad (mean (SD)) 74.24 (20.22) 78.17 (18.94) 0.548
MM_taux_de_succes_fear (mean (SD)) 86.35 (23.36) 82.93 (19.65) 0.623
MM_taux_de_succes_surprise (mean (SD)) 80.30 (19.46) 86.90 (11.94) 0.163
MM_taux_de_succes_happy (mean (SD)) 100.00 (0.00) 99.21 (5.14) 0.614
MM_delai_moyen_angry (mean (SD)) 19.15 (1.40) 16.54 (2.89) 0.005
MM_delai_moyen_Disgust (mean (SD)) 19.17 (1.20) 16.45 (3.05) 0.006
MM_delai_moyen_sad (mean (SD)) 19.01 (0.74) 16.32 (2.85) 0.003
MM_delai_moyen_fear (mean (SD)) 18.37 (1.48) 16.51 (2.43) 0.019
MM_delai_moyen_surprise (mean (SD)) 19.48 (0.75) 16.07 (3.37) 0.002
MM_delai_moyen_happy (mean (SD)) 18.30 (1.84) 13.36 (4.12) <0.001
MM_delai_moyen (mean (SD)) 18.83 (0.90) 15.71 (2.74) 0.001
MM_taux_de_succes (mean (SD)) 79.55 (9.06) 82.34 (7.94) 0.318

3 Correlations MM et MAIA / HBDT

3.1 Chez les Patients et Témoins séparément

HBDT est la valeur individuelle moyenne de HBDT sur toutes les expériences

3.2 Chez les Patients et Témoins ensemble

variable_1 variable_2 coeff_de_correlation p_value N method avis
MM_taux_de_succes MAIA_total 0.22 0.0421 88 pearson NA
MM_taux_de_succes HBDT_moyenne2 0.011 0.9221 89 pearson NA
MM_delai_moyen MAIA_total -0.4 1e-04 88 pearson NA
MM_delai_moyen HBDT_moyenne2 0.1 0.3341 89 pearson NA

3.3 Sous-échelles MAIA

4 Modèles Mixtes

4.1 Délais de Succès

################# MODELE DELAI DE SUCCES  (devrait être de données censurées à droite)

# Charger le package nécessaire
library(lmerTest)
# Modèle linéaire mixte
model_delai <- lmer(DEL_SUCC ~ âge + sexe + Statut + Emotion_name + (1 | id_MM), data = MM2) 

summary(model_delai)
## Linear mixed model fit by REML. t-tests use Satterthwaite's method [
## lmerModLmerTest]
## Formula: DEL_SUCC ~ âge + sexe + Statut + Emotion_name + (1 | id_MM)
##    Data: MM2
## 
## REML criterion at convergence: 17394.6
## 
## Scaled residuals: 
##     Min      1Q  Median      3Q     Max 
## -3.9556 -0.5534  0.0543  0.6628  2.8632 
## 
## Random effects:
##  Groups   Name        Variance Std.Dev.
##  id_MM    (Intercept) 23.96    4.894   
##  Residual             41.06    6.408   
## Number of obs: 2617, groups:  id_MM, 89
## 
## Fixed effects:
##                        Estimate Std. Error         df t value Pr(>|t|)    
## (Intercept)            41.50296    3.27447   86.49056  12.675   <2e-16 ***
## âge                    -0.34738    0.17649   84.87613  -1.968   0.0523 .  
## sexeH                  -1.57317    1.42863   85.12151  -1.101   0.2739    
## Statuttémoin           -1.66428    1.13511   84.92794  -1.466   0.1463    
## Emotion_nameDisgust    -0.09319    0.46222 2525.16608  -0.202   0.8402    
## Emotion_namefear        0.13686    0.44358 2524.46169   0.309   0.7577    
## Emotion_namehappy      -5.25354    0.42874 2524.15575 -12.253   <2e-16 ***
## Emotion_namesad        -0.02785    0.45837 2525.52813  -0.061   0.9516    
## Emotion_namesurprise   -0.43109    0.44228 2524.29995  -0.975   0.3298    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Correlation of Fixed Effects:
##             (Intr) âge    sexeH  Sttttm Emtn_D Emtn_nmf Emtn_nmh Emtn_nmsd
## âge         -0.968                                                        
## sexeH       -0.061 -0.005                                                 
## Statuttémon  0.179 -0.331 -0.051                                          
## Emtn_nmDsgs -0.072  0.002  0.001 -0.001                                   
## Emotin_nmfr -0.077  0.003  0.003  0.001  0.517                            
## Emtn_nmhppy -0.077  0.001  0.000  0.000  0.536  0.557                     
## Emotin_nmsd -0.071  0.001  0.000 -0.002  0.501  0.521    0.540            
## Emtn_nmsrpr -0.073  0.000 -0.002  0.000  0.519  0.540    0.559    0.523

Le Statut est significatif quand non contrôlé par le Sexe : les patients ont des délais de succès plus longs que les témoins.

Une fois contrôlé par le sexe, l’effet du Statut n’est plus significatif…

4.2 Taux de Succès

################ MODELE TAUX DE SUCCES
model_taux <- lmer(SUC_FIN ~ âge + sexe + Statut +  Emotion_name + (1 | id_MM) , data = MM2)
summary(model_taux)
## Linear mixed model fit by REML. t-tests use Satterthwaite's method [
## lmerModLmerTest]
## Formula: SUC_FIN ~ âge + sexe + Statut + Emotion_name + (1 | id_MM)
##    Data: MM2
## 
## REML criterion at convergence: 2843.5
## 
## Scaled residuals: 
##      Min       1Q   Median       3Q      Max 
## -2.62456 -0.01386  0.36617  0.65289  1.08799 
## 
## Random effects:
##  Groups   Name        Variance Std.Dev.
##  id_MM    (Intercept) 0.003241 0.05693 
##  Residual             0.137622 0.37097 
## Number of obs: 3204, groups:  id_MM, 89
## 
## Fixed effects:
##                        Estimate Std. Error         df t value Pr(>|t|)    
## (Intercept)           6.842e-01  5.635e-02  9.776e+01  12.141  < 2e-16 ***
## âge                   2.220e-03  2.947e-03  8.500e+01   0.753    0.453    
## sexeH                -1.011e-02  2.383e-02  8.500e+01  -0.424    0.672    
## Statuttémoin          8.213e-03  1.895e-02  8.500e+01   0.433    0.666    
## Emotion_nameDisgust  -7.491e-03  2.270e-02  3.110e+03  -0.330    0.741    
## Emotion_namefear      1.236e-01  2.270e-02  3.110e+03   5.444 5.62e-08 ***
## Emotion_namehappy     2.622e-01  2.270e-02  3.110e+03  11.548  < 2e-16 ***
## Emotion_namesad       1.873e-02  2.270e-02  3.110e+03   0.825    0.410    
## Emotion_namesurprise  1.330e-01  2.270e-02  3.110e+03   5.856 5.22e-09 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Correlation of Fixed Effects:
##             (Intr) âge    sexeH  Sttttm Emtn_D Emtn_nmf Emtn_nmh Emtn_nmsd
## âge         -0.939                                                        
## sexeH       -0.058 -0.005                                                 
## Statuttémon  0.174 -0.332 -0.050                                          
## Emtn_nmDsgs -0.201  0.000  0.000  0.000                                   
## Emotin_nmfr -0.201  0.000  0.000  0.000  0.500                            
## Emtn_nmhppy -0.201  0.000  0.000  0.000  0.500  0.500                     
## Emotin_nmsd -0.201  0.000  0.000  0.000  0.500  0.500    0.500            
## Emtn_nmsrpr -0.201  0.000  0.000  0.000  0.500  0.500    0.500    0.500

Effet non significatif du Statut sur le taux de succès.

5 TCA / IMC

5.1 TCA

On teste, Parmi les patients, les différences de moyennes du Multimorph entre les personnes ayant / n’ayant pas chacun des diags TCA

## [1] "MINI_GROUP_TCA"
Variable 0 1 p.value test effect_size effect_size_name
n 26 21
MM_taux_de_succes_angry (mean (SD)) 73.70 (17.74) 69.84 (14.53) 0.246 Wilcoxon (non-normal data) 0.189 Rank-biserial correlation
MM_taux_de_succes_Disgust (mean (SD)) 66.67 (19.43) 76.98 (16.21) 0.061 Wilcoxon (non-normal data) -0.311 Rank-biserial correlation
MM_taux_de_succes_sad (mean (SD)) 72.43 (20.52) 70.63 (19.65) 0.674 Wilcoxon (non-normal data) 0.071 Rank-biserial correlation
MM_taux_de_succes_fear (mean (SD)) 87.17 (19.04) 87.30 (18.94) 1.000 Wilcoxon (non-normal data) 0.002 Rank-biserial correlation
MM_taux_de_succes_surprise (mean (SD)) 86.53 (16.34) 84.12 (17.05) 0.614 Wilcoxon (non-normal data) 0.082 Rank-biserial correlation
MM_taux_de_succes_happy (mean (SD)) 98.08 (7.19) 100.00 (0.00) Non applicable
MM_delai_moyen_angry (mean (SD)) 16.77 (2.70) 18.11 (1.92) 0.081 Wilcoxon (non-normal data) -0.297 Rank-biserial correlation
MM_delai_moyen_Disgust (mean (SD)) 16.99 (2.95) 17.77 (2.50) 0.539 Wilcoxon (non-normal data) -0.106 Rank-biserial correlation
MM_delai_moyen_sad (mean (SD)) 17.12 (2.49) 17.90 (1.87) 0.315 Wilcoxon (non-normal data) -0.172 Rank-biserial correlation
MM_delai_moyen_fear (mean (SD)) 17.34 (2.35) 17.79 (1.43) 0.789 Wilcoxon (non-normal data) -0.048 Rank-biserial correlation
MM_delai_moyen_surprise (mean (SD)) 17.03 (3.10) 17.84 (2.73) 0.419 Wilcoxon (non-normal data) -0.137 Rank-biserial correlation
MM_delai_moyen_happy (mean (SD)) 14.29 (4.31) 16.29 (3.13) 0.174 Wilcoxon (non-normal data) -0.234 Rank-biserial correlation
MM_delai_moyen (mean (SD)) 16.47 (2.66) 17.52 (1.94) 0.280 Wilcoxon (non-normal data) -0.187 Rank-biserial correlation
MM_taux_de_succes (mean (SD)) 80.77 (9.46) 81.48 (7.82) 0.974 Wilcoxon (non-normal data) -0.007 Rank-biserial correlation
MINI_GROUP_TCA = 1 (%) 0 (0.0) 21 (100.0) <0.001 Fisher exact test 1 Cramer’s V 
## [1] "MINI_11A_AM restrictif"
Variable 0 1 p.value test effect_size effect_size_name
n 43 4
MM_taux_de_succes_angry (mean (SD)) 71.70 (16.06) 75.00 (21.51) 0.777 Wilcoxon (non-normal data) 0.087 Rank-biserial correlation
MM_taux_de_succes_Disgust (mean (SD)) 69.38 (18.15) 91.65 (9.64) 0.019 Wilcoxon (non-normal data) 0.698 Rank-biserial correlation
MM_taux_de_succes_sad (mean (SD)) 71.70 (20.10) 70.85 (20.97) 0.782 Wilcoxon (non-normal data) -0.087 Rank-biserial correlation
MM_taux_de_succes_fear (mean (SD)) 86.43 (19.34) 95.83 (8.35) 0.381 Wilcoxon (non-normal data) 0.244 Rank-biserial correlation
MM_taux_de_succes_surprise (mean (SD)) 84.88 (16.59) 91.67 (16.65) 0.380 Wilcoxon (non-normal data) 0.256 Rank-biserial correlation
MM_taux_de_succes_happy (mean (SD)) 98.84 (5.63) 100.00 (0.00) Non applicable
MM_delai_moyen_angry (mean (SD)) 17.40 (2.49) 17.05 (2.34) 0.699 Wilcoxon (non-normal data) -0.122 Rank-biserial correlation
MM_delai_moyen_Disgust (mean (SD)) 17.32 (2.80) 17.55 (2.50) 1.000 Wilcoxon (non-normal data) 0.006 Rank-biserial correlation
MM_delai_moyen_sad (mean (SD)) 17.53 (2.26) 16.80 (2.23) 0.551 Wilcoxon (non-normal data) -0.186 Rank-biserial correlation
MM_delai_moyen_fear (mean (SD)) 17.53 (2.04) 17.68 (1.46) 1.000 Wilcoxon (non-normal data) 0 Rank-biserial correlation
MM_delai_moyen_surprise (mean (SD)) 17.39 (3.03) 17.42 (1.93) 0.712 Wilcoxon (non-normal data) -0.116 Rank-biserial correlation
MM_delai_moyen_happy (mean (SD)) 15.23 (3.95) 14.62 (4.00) 0.675 Wilcoxon (non-normal data) -0.134 Rank-biserial correlation
MM_delai_moyen (mean (SD)) 16.95 (2.45) 16.82 (1.92) 0.760 Wilcoxon (non-normal data) -0.099 Rank-biserial correlation
MM_taux_de_succes (mean (SD)) 80.49 (8.71) 87.50 (5.75) 0.107 Wilcoxon (non-normal data) 0.494 Rank-biserial correlation
MINI_11A_AM restrictif = 1 (%) 0 (0.0) 4 (100.0) 
## [1] "MINI_11A_AM hyperphagique/purgatif"
Variable 0 1 p.value test effect_size effect_size_name
n 39 8
MM_taux_de_succes_angry (mean (SD)) 71.36 (17.49) 75.00 (8.87) 0.729 Wilcoxon (non-normal data) 0.077 Rank-biserial correlation
MM_taux_de_succes_Disgust (mean (SD)) 70.52 (19.28) 75.00 (15.41) 0.547 Wilcoxon (non-normal data) 0.135 Rank-biserial correlation
MM_taux_de_succes_sad (mean (SD)) 72.64 (20.41) 66.66 (17.81) 0.404 Wilcoxon (non-normal data) -0.186 Rank-biserial correlation
MM_taux_de_succes_fear (mean (SD)) 87.60 (19.77) 85.41 (13.90) 0.350 Wilcoxon (non-normal data) -0.192 Rank-biserial correlation
MM_taux_de_succes_surprise (mean (SD)) 85.04 (17.43) 87.49 (11.78) 0.964 Wilcoxon (non-normal data) 0.013 Rank-biserial correlation
MM_taux_de_succes_happy (mean (SD)) 98.72 (5.90) 100.00 (0.00) Non applicable
MM_delai_moyen_angry (mean (SD)) 17.31 (2.56) 17.68 (1.96) 0.785 Wilcoxon (non-normal data) 0.064 Rank-biserial correlation
MM_delai_moyen_Disgust (mean (SD)) 17.54 (2.72) 16.35 (2.92) 0.236 Wilcoxon (non-normal data) -0.269 Rank-biserial correlation
MM_delai_moyen_sad (mean (SD)) 17.51 (2.29) 17.26 (2.17) 0.764 Wilcoxon (non-normal data) -0.071 Rank-biserial correlation
MM_delai_moyen_fear (mean (SD)) 17.61 (2.13) 17.21 (1.07) 0.307 Wilcoxon (non-normal data) -0.234 Rank-biserial correlation
MM_delai_moyen_surprise (mean (SD)) 17.66 (2.80) 16.08 (3.42) 0.145 Wilcoxon (non-normal data) -0.327 Rank-biserial correlation
MM_delai_moyen_happy (mean (SD)) 15.18 (4.09) 15.18 (3.18) 1.000 Wilcoxon (non-normal data) -0.003 Rank-biserial correlation
MM_delai_moyen (mean (SD)) 17.03 (2.46) 16.51 (2.18) 0.581 Wilcoxon (non-normal data) -0.128 Rank-biserial correlation
MM_taux_de_succes (mean (SD)) 80.98 (9.38) 81.59 (4.17) 0.797 Wilcoxon (non-normal data) -0.061 Rank-biserial correlation
MINI_11A_AM hyperphagique/purgatif = 1 (%) 0 (0.0) 8 (100.0) 
## [1] "MINI_12A_BN"
## [1] "Boulimie"
Variable 0 1 p.value test effect_size effect_size_name
n 36 11
MM_taux_de_succes_angry (mean (SD)) 74.53 (16.65) 63.65 (12.51) 0.024 Wilcoxon (non-normal data) 0.429 Rank-biserial correlation
MM_taux_de_succes_Disgust (mean (SD)) 70.84 (19.66) 72.73 (15.39) 0.805 Wilcoxon (non-normal data) -0.051 Rank-biserial correlation
MM_taux_de_succes_sad (mean (SD)) 70.83 (20.07) 74.24 (20.22) 0.621 Wilcoxon (non-normal data) -0.098 Rank-biserial correlation
MM_taux_de_succes_fear (mean (SD)) 87.49 (17.54) 86.35 (23.36) 0.800 Wilcoxon (non-normal data) -0.048 Rank-biserial correlation
MM_taux_de_succes_surprise (mean (SD)) 87.03 (15.48) 80.30 (19.46) 0.300 Wilcoxon (non-normal data) 0.197 Rank-biserial correlation
MM_taux_de_succes_happy (mean (SD)) 98.61 (6.14) 100.00 (0.00) Non applicable
MM_delai_moyen_angry (mean (SD)) 16.82 (2.46) 19.15 (1.40) 0.004 Wilcoxon (non-normal data) -0.578 Rank-biserial correlation
MM_delai_moyen_Disgust (mean (SD)) 16.78 (2.86) 19.17 (1.20) 0.025 Wilcoxon (non-normal data) -0.449 Rank-biserial correlation
MM_delai_moyen_sad (mean (SD)) 16.99 (2.34) 19.01 (0.74) 0.015 Wilcoxon (non-normal data) -0.487 Rank-biserial correlation
MM_delai_moyen_fear (mean (SD)) 17.29 (2.06) 18.37 (1.48) 0.131 Wilcoxon (non-normal data) -0.306 Rank-biserial correlation
MM_delai_moyen_surprise (mean (SD)) 16.76 (3.07) 19.48 (0.75) 0.004 Wilcoxon (non-normal data) -0.571 Rank-biserial correlation
MM_delai_moyen_happy (mean (SD)) 14.23 (3.90) 18.30 (1.84) 0.007 Wilcoxon (non-normal data) -0.548 Rank-biserial correlation
MM_delai_moyen (mean (SD)) 16.36 (2.42) 18.83 (0.90) 0.009 Wilcoxon (non-normal data) -0.528 Rank-biserial correlation
MM_taux_de_succes (mean (SD)) 81.56 (8.63) 79.55 (9.06) 0.486 Wilcoxon (non-normal data) 0.141 Rank-biserial correlation
MINI_12A_BN = 1 (%) 0 (0.0) 11 (100.0) <0.001 Fisher exact test 1 Cramer’s V

5.2 IMC

On calcule le BMI (Body Mass Index), et on calcule les corrélations avec les délais moyens et taux de succès individuels.

BMI et Délai de succès :

ggplot(MM2, aes(x = BMI, y = DEL_SUCC)) +
  geom_jitter(size=1) +
  geom_smooth(method = "loess", col = "blue") +
  labs(title = "Scatterplot of BMI and MM_delai_moyen", x = "BMI", y = "MM_delai_moyen") +
  annotate("text", x = Inf, y = Inf, size = 4, label = "Données agrégées par patient", hjust = 1.1, vjust = 1.1)

# PLOT SUR LES DONNÉES AGRÉGÉES PAR PATIENTS
R2$BMI <- R2$Poids / (R2$Taille)^2
ggplot(R2, aes(x = BMI, y = MM_delai_moyen)) +
  geom_point() +
  geom_smooth(method = "loess", col = "blue") +
  labs(title = "Scatterplot of BMI and MM_delai_moyen", x = "BMI", y = "MM_delai_moyen") +
  annotate("text", x = Inf, y = Inf, size = 4, label = "Données agrégées par patient", hjust = 1.1, vjust = 1.1)

On voit que la relation entre BMI et DEL_SUCC n’est pas linéaire. Donc chercher des corrélations linéaires n’est pas pertinent.

Tests des corrélations linéaires :

Variable p.value test effect_size effect_size_name
MM_taux_de_succes_angry 0.8 Spearman correlation -0.029 Spearman’s rho
MM_taux_de_succes_Disgust 0.209 Spearman correlation -0.141 Spearman’s rho
MM_taux_de_succes_sad 0.744 Spearman correlation 0.037 Spearman’s rho
MM_taux_de_succes_fear 0.333 Spearman correlation -0.109 Spearman’s rho
MM_taux_de_succes_surprise 0.969 Spearman correlation 0.004 Spearman’s rho
MM_taux_de_succes_happy 0.373 Spearman correlation -0.100 Spearman’s rho
MM_delai_moyen_angry 0.548 Spearman correlation -0.068 Spearman’s rho
MM_delai_moyen_Disgust 0.744 Spearman correlation -0.037 Spearman’s rho
MM_delai_moyen_sad 0.587 Spearman correlation -0.061 Spearman’s rho
MM_delai_moyen_fear 0.406 Spearman correlation -0.093 Spearman’s rho
MM_delai_moyen_surprise 0.745 Spearman correlation 0.037 Spearman’s rho
MM_delai_moyen_happy 0.928 Spearman correlation 0.010 Spearman’s rho
MM_delai_moyen 0.729 Spearman correlation -0.039 Spearman’s rho
MM_taux_de_succes 0.205 Spearman correlation -0.142 Spearman’s rho

6 A FAIRE