Louvain Cluster Table

Cluster 1
Cluster 2
Cluster 3
Cluster 4
n = 44
n = 37
n = 35
n = 64
Measure
M (SD)
M (SD)
M (SD)
M (SD)
F
p
Post Hoc
VCI VSI 16.14 (11.24) 21.7 (11.47) 11.34 (12.41) -2.16 (11.97) 38.99 0 4-1 3-2 4-2 4-3
VCI FRI 18.93 (9.61) 6.46 (11.84) 18.97 (8.78) -5.16 (11.09) 62.43 0 2-1 4-1 3-2 4-2 4-3
VCI 96.11 (11.91) 99.97 (20.34) 107.57 (16.33) 87.12 (13.07) 14.82 0 3-1 4-1 4-2 4-3
FRI 77.18 (7.94) 93.51 (13.12) 88.6 (12.63) 92.28 (10.93) 20.02 0 2-1 3-1 4-1
VSI 79.98 (9.24) 78.27 (13.55) 96.23 (11.59) 89.28 (7.77) 25.66 0 3-1 4-1 3-2 4-2 4-3
Reading 97.23 (11.18) 105.54 (12.04) 111.29 (10.46) 98.52 (9.85) 15.1 0 2-1 3-1 4-2 4-3
Flanker 77.3 (11.3) 80.89 (12.34) 77.4 (9.57) 79.97 (10.92) 1.11 1
Card Sort 82.89 (11.36) 88.24 (15.83) 78.91 (13.02) 82.45 (11.56) 3.31 0.237
Math 81.41 (9.95) 101.16 (17.57) 85.43 (12.4) 85.91 (13.04) 16.55 0 2-1 3-2 4-2
Motor -1.7 (3.32) -2.94 (1.83) -1.68 (2.02) -0.83 (1.72) 6.69 0.003 4-2
Social 62.52 (9.24) 57.65 (7.71) 57.63 (8.12) 61.33 (9.07) 3.5 0.184

Sample and Louvain Cluster Characteristics

Sample
Cluster 1
Cluster 2
Cluster 3
Cluster 4
n = 180
n = 44
n = 37
n = 35
n = 64
Characteristic
N (%)
N (%)
N (%)
N (%)
N (%)
χ2
p
Sex 1.61 0.657
Female 70 (38.89%) 19 (43.18%) 15 (40.54%) 15 (42.86%) 21 (32.81%)
Male 110 (61.11%) 25 (56.82%) 22 (59.46%) 20 (57.14%) 43 (67.19%)
Age 8.64 0.195
6-9 65 (36.11%) 15 (34.09%) 12 (32.43%) 14 (40%) 24 (37.5%)
10-14 86 (47.78%) 24 (54.55%) 16 (43.24%) 12 (34.29%) 34 (53.12%)
15-19 29 (16.11%) 5 (11.36%) 9 (24.32%) 9 (25.71%) 6 (9.38%)
Race 9.19 0.686
Non-Hispanic White 73 (40.56%) 18 (40.91%) 16 (43.24%) 17 (48.57%) 22 (34.38%)
Non-Hispanic Black 44 (24.44%) 12 (27.27%) 9 (24.32%) 4 (11.43%) 19 (29.69%)
Hispanic 40 (22.22%) 11 (25%) 8 (21.62%) 8 (22.86%) 13 (20.31%)
Asian/Pacific Islander 8 (4.44%) 2 (5.41%) 3 (8.57%) 3 (4.69%)
Other/2+ Races 15 (8.33%) 3 (6.82%) 2 (5.41%) 3 (8.57%) 7 (10.94%)
Household Income 6.85 0.335
>$50K 37 (20.9%) 6 (13.95%) 9 (24.32%) 5 (14.71%) 17 (26.98%)
$50K-$99K 42 (23.73%) 11 (25.58%) 6 (16.22%) 7 (20.59%) 18 (28.57%)
$100K+ 98 (55.37%) 26 (60.47%) 22 (59.46%) 22 (64.71%) 28 (44.44%)
Parent 1 Education 11.81 0.461
Less than High school 10 (5.62%) 3 (6.98%) 3 (8.11%) 4 (6.25%)
High school graduate 16 (8.99%) 1 (2.33%) 2 (5.41%) 3 (8.82%) 10 (15.62%)
Partial College 17 (9.55%) 4 (9.3%) 5 (13.51%) 2 (5.88%) 6 (9.38%)
College education 72 (40.45%) 17 (39.53%) 14 (37.84%) 18 (52.94%) 23 (35.94%)
Graduate degree 63 (35.39%) 18 (41.86%) 13 (35.14%) 11 (32.35%) 21 (32.81%)
Parent 2 Education 17.16 0.144
College education 41 (28.28%) 6 (18.18%) 12 (40%) 12 (38.71%) 11 (21.57%)
Graduate degree 35 (24.14%) 9 (27.27%) 6 (20%) 6 (19.35%) 14 (27.45%)
High school graduate 31 (21.38%) 11 (33.33%) 5 (16.67%) 3 (9.68%) 12 (23.53%)
Less than High school 12 (8.28%) 3 (9.09%) 1 (3.33%) 1 (3.23%) 7 (13.73%)
Partial College 26 (17.93%) 4 (12.12%) 6 (20%) 9 (29.03%) 7 (13.73%)

Additional Measures Table

Cluster 1
Cluster 2
Cluster 3
Cluster 4
n = 44
n = 37
n = 35
n = 64
Domain
Measure
M (SD)
M (SD)
M (SD)
M (SD)
F
p
Post Hoc
Anxiety SCARED SR GD 6.37 (5.1) 4.62 (4.01) 6.26 (4.73) 5.87 (4.95) 0.98 1
SCARED SR PN 6.61 (6.21) 4.44 (4.97) 7.19 (6.18) 6.39 (6.3) 1.34 1
SCARED SR SC 6 (4.61) 4.82 (3.46) 6.55 (3.85) 5.83 (4.21) 1.02 1
SCARED SR SH 2.42 (2.31) 1.47 (1.71) 2.61 (1.98) 2.43 (1.99) 2.26 0.501
SCARED SR SP 5.82 (4.27) 4.85 (3.2) 5.84 (4.5) 5.28 (4.59) 0.44 1
SCARED SR Total 27.21 (18.88) 20.21 (13.67) 28.45 (17.42) 25.8 (19.09) 1.43 1
SCARED P GD 6.35 (4.53) 5.5 (4.9) 6.4 (5.34) 4.35 (3.96) 2.22 0.523
SCARED P PN 2 (3.3) 1.94 (2.46) 2.46 (3.3) 1.74 (3.04) 0.41 1
SCARED P SC 4.05 (3.74) 4.56 (3.73) 4.2 (3.31) 3.94 (3.86) 0.23 1
SCARED P SH 1.49 (1.78) 1.17 (1.4) 1.69 (1.89) 1.24 (1.73) 0.75 1
SCARED P SP 3.77 (3.32) 2.94 (3.42) 3.51 (3.52) 2.87 (3.76) 0.7 1
SCARED P Total 17.65 (13.98) 16.11 (12.69) 18.26 (13.57) 14.23 (12.48) 0.92 1
Attention SWAN IN 1.23 (1.05) 0.5 (1.19) 1.01 (1.02) 0.91 (0.99) 3.41 0.038 2-1
SWAN HY 0.52 (1.02) 0.04 (1.3) 0.01 (1.17) 0.46 (1.12) 2.33 0.152
Behavior CIS SR Total 12.32 (10) 7.62 (8.42) 10.73 (7.87) 10.8 (9.74) 1.46 1
CIS P Score 13.38 (8.29) 9.38 (6.7) 13.09 (8.64) 12.24 (8.95) 1.61 1
C3SR AG T 65.03 (15.89) 53.03 (13.23) 54.48 (11.87) 59.59 (16.08) 4.94 0.019 2-1 3-1
C3SR FR T 59.63 (15.56) 53.47 (11.13) 53.39 (12.8) 55.72 (13.41) 1.71 1
C3SR HY T 67.03 (13.32) 58.47 (13.47) 60.03 (13.49) 62.09 (13.86) 2.72 0.326
C3SR IN T 72.42 (14.03) 60.74 (15.01) 67.81 (14.88) 68.61 (15.51) 3.8 0.081
C3SR LP T 66.68 (13.14) 57.97 (11.96) 62.26 (12.95) 63.59 (12.4) 2.96 0.24
Processing Speed WISC PSI 81.86 (12.93) 88.59 (18.52) 83.31 (14.16) 86.83 (12.45) 1.96 0.485
CTOPP RD S 8.86 (2.69) 10 (2.48) 8.8 (2.69) 8.91 (2.78) 1.76 0.625
CTOPP RL S 8.3 (2.55) 9.35 (2.52) 7.71 (2.63) 8.33 (2.71) 2.46 0.256
CTOPP RSN 92 (14.74) 98.81 (14.19) 90.11 (15.22) 92.2 (15.57) 2.39 0.28
Reading Comp. WIAT RC 93.81 (10.31) 101.41 (13.6) 101.8 (14.12) 91.91 (12.55) 7.37 0 2-1 3-1 4-2 4-3

New Supplementary Table

Cluster 1
Cluster 2
Cluster 3
Cluster 4
n = 44
n = 37
n = 35
n = 64
Measure
M (SD)
M (SD)
M (SD)
M (SD)
F
p
Post Hoc
Similarities 9.27 (2.54) 9.97 (3.59) 11.54 (3.11) 7.55 (2.86) 14.42 0 3-1 4-1 4-2 4-3
Vocabulary 9.27 (2.6) 9.97 (4.12) 11.23 (3.45) 7.67 (2.65) 10.6 0 3-1 4-1 4-2 4-3
Visual Puzzles 6.8 (2.21) 6.76 (2.87) 9.6 (2.99) 8.81 (2) 13.94 0 3-1 4-1 3-2 4-2
Figure Weights 6.59 (1.9) 8.95 (2.58) 8.11 (2.71) 8.69 (2.29) 8.96 0 2-1 3-1 4-1
Coding 6.34 (2.91) 7.73 (3.49) 6.83 (3.41) 7.33 (2.73) 1.61 1
Block Design 5.95 (1.89) 5.43 (2.49) 9.09 (2.06) 7.28 (1.84) 23.59 0 3-1 4-1 3-2 4-2 4-3
Matrix Reasoning 5.5 (1.89) 8.89 (2.81) 8 (2.41) 8.7 (2.67) 17.88 0 2-1 3-1 4-1
Symbol Search 7.23 (2.28) 8.19 (3.28) 7.29 (2.46) 7.94 (2.47) 1.38 1
Digit Span 7.66 (2.05) 8.92 (2.98) 8.71 (3.3) 8.39 (3.02) 1.53 1
Picture Span 7.77 (2.55) 9.89 (3.04) 8.4 (3.46) 8.39 (2.78) 3.73 0.124

Diagnosis Profiles

Cluster 1
Cluster 2
Cluster 3
Cluster 4
n = 44
n = 37
n = 35
n = 64
Diagnosis
N (%)
N (%)
N (%)
N (%)
χ2
p
Post Hoc
Anxiety Disorders 24 (23.76%) 33 (42.86%) 27 (29.03%) 35 (24.48%) 9.67 0.022 2 > 1 = 4
Attention-Deficit/Hyperactivity Disorder 35 (34.65%) 21 (27.27%) 27 (29.03%) 49 (34.27%) 3.67 0.300
Autism Spectrum Disorder 6 (5.94%) 6 (7.79%) 7 (7.53%) 13 (9.09%) 1.05 0.790
Communication Disorder 14 (13.86%) 8 (10.39%) 10 (10.75%) 13 (9.09%) 1.43 0.699
Depressive Disorders 5 (4.95%) 4 (5.19%) 3 (3.23%) 5 (3.5%) 0.55 0.908
Disruptive, Impulse Control and Conduct Disorders 9 (8.91%) 3 (3.9%) 6 (6.45%) 9 (6.29%) 1.94 0.585
Specific Learning Disorder 8 (7.92%) 2 (2.6%) 13 (13.98%) 19 (13.29%) 10.07 0.018 2 < 3 = 4

Hierarchical Cluster Table

H: 1
H: 2
H: 3
H: 4
H: 5
H: 6
H: 7
H: 8
H: 9
H: 10
H: 11
n = 22
n = 30
n = 32
n = 23
n = 19
n = 16
n = 5
n = 16
n = 7
n = 8
n = 2
Measure
M (SD)
M (SD)
M (SD)
M (SD)
M (SD)
M (SD)
M (SD)
M (SD)
M (SD)
M (SD)
M (SD)
F
p
VCI VSI 6.05 (13.57) 10.4 (15.58) 12.75 (16.53) 14.09 (14.79) 13.37 (18.51) 3.19 (14.03) 15.8 (19.4) 9.19 (10.76) 1 (8.85) 5.25 (6.71) 4.5 (17.68) 1.31 1
VCI FRI 4.41 (13.76) 10.3 (14.59) 9.62 (15.48) 3.61 (16.65) 8.68 (17.59) 5.31 (15.13) 14.6 (14.72) 8.81 (10.79) 11.14 (12.23) 7.75 (15.53) -0.5 (21.92) 0.67 1
VCI 89.95 (12.33) 95.43 (14.16) 100.12 (16.84) 100.78 (21.19) 98.42 (19.56) 87.25 (13.81) 101.4 (23.51) 95.38 (14.42) 89.43 (10.92) 94.62 (15.24) 85 (5.66) 1.46 1
FRI 85.55 (11.25) 85.13 (12.09) 90.5 (11.89) 97.17 (15.8) 89.74 (11.82) 81.94 (8.37) 86.8 (13.01) 86.56 (11.78) 78.29 (7.61) 86.88 (10.8) 85.5 (16.26) 2.67 0.051
VSI 83.91 (12.7) 85.03 (10.52) 87.38 (13.37) 86.7 (12.44) 85.05 (15.66) 84.06 (7.6) 85.6 (14.36) 86.19 (10.81) 88.43 (10.63) 89.38 (13.22) 80.5 (12.02) 0.31 1
Reading 97.95 (11.83) 101 (10.56) 103.25 (13.32) 108.35 (11.9) 105.68 (13.45) 99.38 (9.63) 106.4 (13.83) 96.06 (9.11) 99.86 (10.22) 104.62 (10.03) 89 (5.66) 2.09 0.305
Flanker 81.18 (6.2) 74.4 (5.86) 75.44 (9.07) 75.22 (6.78) 81.32 (9.74) 93.12 (10.36) 65 (4.3) 86.06 (15.47) 68.71 (5.41) 86.38 (14.81) 65.5 (0.71) 9.72 0
Card Sort 93.18 (9.37) 80.13 (5.84) 92.53 (15.39) 84.43 (9.16) 72.58 (6.91) 74.56 (7.44) 78 (16.02) 81.88 (11.53) 94.14 (7.43) 64.12 (7.95) 65.5 (0.71) 12.7 0
Math 77.64 (6.24) 87.43 (6.87) 85.66 (14.09) 108.04 (14.2) 96.58 (12.54) 83.44 (8.03) 90.2 (19.28) 70.31 (8.49) 83.29 (6.47) 90 (12.87) 80 (14.14) 15.34 0
Motor -0.73 (1.02) -2 (2.25) -1.29 (2.03) -1.89 (1.21) -2.7 (4.39) -1.71 (1.69) -1.38 (0.89) -1.44 (2.08) -0.36 (1.64) -1.4 (3.18) -6.03 (6.96) 1.84 0.623
Social 58.82 (8.54) 59.9 (7.77) 57.06 (8.05) 56.17 (6.4) 58.79 (7.78) 58.06 (7.48) 68.4 (4.45) 63.94 (10.09) 73.14 (4.45) 70.5 (10.09) 56.5 (9.19) 5.47 0