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Chapter 1: Introduction
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Chapter 2: Administration
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Chapter 3: Scoring and Reports
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Chapter 4: Interpretation
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Chapter 5: Case Studies
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Chapter 6: Development
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Chapter 7: Standardization
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Chapter 8: Reliability
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Chapter 9: Validity
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Chapter 10: Fairness
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Chapter 11: Conners 4–Short
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Chapter 12: Conners 4–ADHD Index
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Appendices
Conners 4 ManualChapter 10: Fairness, Tables |
Click to expand |
Table 10.1. Measurement Invariance by Gender: Conners 4 Parent
Scales |
Model |
χ2 |
df |
RMSEA |
CFI |
TLI |
SRMR |
Comparison |
Satorra-Bentler χ2 |
df |
∆CFI |
Content Scales |
Configural |
12632.05*** |
3274 |
.042 |
.969 |
.967 |
.040 |
— |
|||
Threshold |
12720.44*** |
3333 |
.042 |
.969 |
.968 |
.040 |
configural v. threshold |
78.53* |
59 |
.000 |
|
Loading |
12699.78*** |
3386 |
.041 |
.969 |
.969 |
.040 |
threshold v. loading |
85.00** |
53 |
.000 |
|
Intercept |
12831.59*** |
3439 |
.041 |
.969 |
.969 |
.040 |
loading v. intercept |
281.95*** |
53 |
.000 |
|
Impairment & |
Configural |
2364.94*** |
298 |
.065 |
.980 |
.977 |
.044 |
— |
|||
Threshold |
2417.30*** |
317 |
.064 |
.980 |
.978 |
.044 |
configural v. threshold |
11.54 |
19 |
.000 |
|
Loading |
2379.56*** |
333 |
.062 |
.981 |
.980 |
.044 |
threshold v. loading |
20.28 |
16 |
.001 |
|
Intercept |
2351.25*** |
349 |
.059 |
.981 |
.981 |
.044 |
loading v. intercept |
33.19** |
16 |
.000 |
|
DSM Oppositional Defiant Disorder Symptoms Scale |
Configural |
949.39*** |
70 |
.088 |
.980 |
.974 |
.038 |
— |
|||
Threshold |
985.38*** |
80 |
.084 |
.980 |
.977 |
.038 |
configural v. threshold |
5.34 |
10 |
.000 |
|
Loading |
942.70*** |
89 |
.077 |
.981 |
.981 |
.038 |
threshold v. loading |
8.05 |
9 |
.001 |
|
Intercept |
884.31*** |
98 |
.070 |
.982 |
.984 |
.038 |
loading v. intercept |
12.07 |
9 |
.001 |
|
DSM Conduct Disorder Symptoms Scale |
Configural |
1219.26*** |
180 |
.060 |
.964 |
.958 |
.080 |
— |
|||
Threshold |
1259.88*** |
195 |
.058 |
.963 |
.960 |
.080 |
configural v. threshold |
15.67 |
15 |
.001 |
|
Loading |
1245.62*** |
209 |
.055 |
.964 |
.964 |
.080 |
threshold v. loading |
16.17 |
14 |
.001 |
|
Intercept |
1112.03*** |
223 |
.050 |
.969 |
.971 |
.080 |
loading v. intercept |
21.14 |
14 |
.005 |
Note. N = 1,705 males; N = 1,539 females. RMSEA = Root mean square error of approximation; CFI = Comparative Fit Index; TLI = Tucker-Lewis Index; SRMR = Standardized root mean square residual; ∆CFI = change in CFI. *p < .05, **p < .01, ***p < .001.
Click to expand |
Table 10.2. Measurement Invariance by Gender: Conners 4 Teacher
Scales |
Model |
χ2 |
df |
RMSEA |
CFI |
TLI |
SRMR |
Comparison |
Satorra-Bentler χ2 |
df |
∆CFI |
Content Scales |
Configural |
14556.81*** |
3274 |
.049 |
.964 |
.963 |
.053 |
— |
|||
Threshold |
14643.71*** |
3333 |
.049 |
.964 |
.963 |
.053 |
configural v. threshold |
62.02 |
59 |
.000 |
|
Loading |
14578.55*** |
3386 |
.048 |
.964 |
.964 |
.053 |
threshold v. loading |
67.82 |
53 |
.000 |
|
Intercept |
14514.18*** |
3439 |
.047 |
.965 |
.965 |
.053 |
loading v. intercept |
216.76*** |
53 |
.001 |
|
Impairment & Functional Outcome Scales |
Configural |
1457.23*** |
106 |
.094 |
.979 |
.974 |
.055 |
— |
|||
Threshold |
1537.77*** |
118 |
.092 |
.978 |
.975 |
.055 |
configural v. threshold |
34.24** |
12 |
.001 |
|
Loading |
1544.13*** |
128 |
.088 |
.978 |
.977 |
.055 |
threshold v. loading |
15.51 |
10 |
.000 |
|
Intercept |
1607.12*** |
138 |
.086 |
.977 |
.978 |
.055 |
loading v. intercept |
71.53*** |
10 |
.001 |
|
DSM Oppositional Defiant Disorder Symptoms Scale |
Configural |
1047.94*** |
70 |
.099 |
.985 |
.980 |
.037 |
— |
|||
Threshold |
1092.69*** |
80 |
.094 |
.984 |
.982 |
.037 |
configural v. threshold |
12.76 |
10 |
.001 |
|
Loading |
1064.38*** |
89 |
.087 |
.985 |
.985 |
.037 |
threshold v. loading |
5.69 |
9 |
.001 |
|
Intercept |
1067.34*** |
98 |
.083 |
.985 |
.986 |
.037 |
loading v. intercept |
53.28*** |
9 |
.000 |
|
DSM Conduct Disorder Symptoms Scale |
Configural |
916.88*** |
130 |
.065 |
.963 |
.955 |
.111 |
— |
|||
Threshold |
949.97*** |
143 |
.063 |
.962 |
.958 |
.111 |
configural v. threshold |
8.51 |
13 |
.001 |
|
Loading |
921.39*** |
155 |
.059 |
.964 |
.964 |
.111 |
threshold v. loading |
8.88 |
12 |
.002 |
|
Intercept |
806.74*** |
167 |
.052 |
.970 |
.972 |
.112 |
loading v. intercept |
16.66 |
12 |
.006 |
Note. N = 1,473 males; N = 1,404 females. RMSEA = Root mean square error of approximation; CFI = Comparative Fit Index; TLI = Tucker-Lewis Index; SRMR = Standardized root mean square residual; ∆CFI = change in CFI. *p < .05, **p < .01, ***p < .001.
Click to expand |
Table 10.3. Measurement Invariance by Gender: Conners 4 Self-Report Scales Model χ2 df RMSEA CFI TLI SRMR Comparison Satorra-Bentler χ2 df ∆CFI
Scales |
Model |
χ2 |
df |
RMSEA |
CFI |
TLI |
SRMR |
Comparison |
Satorra-Bentler χ2 |
df |
∆CFI |
Content Scales |
Configural |
7142.83*** |
3390 |
.037 |
.956 |
.954 |
.051 |
— |
|||
Threshold |
7213.38*** |
3450 |
.037 |
.956 |
.955 |
.051 |
configural v. threshold |
69.33 |
60 |
.000 |
|
Loading |
7189.31*** |
3504 |
.036 |
.957 |
.956 |
.051 |
threshold v. loading |
60.12 |
54 |
.001 |
|
Intercept |
7266.83*** |
3558 |
.036 |
.956 |
.957 |
.051 |
loading v. intercept |
165.33*** |
54 |
.001 |
|
Impairment & Functional Outcome Scales |
Configural |
1301.77*** |
298 |
.065 |
.945 |
.937 |
.065 |
— |
|||
Threshold |
1342.24*** |
317 |
.064 |
.944 |
.940 |
.065 |
configural v. threshold |
22.48 |
19 |
.001 |
|
Loading |
1315.20*** |
333 |
.061 |
.946 |
.945 |
.065 |
threshold v. loading |
30.58* |
16 |
.002 |
|
Intercept |
1404.73*** |
349 |
.062 |
.942 |
.944 |
.066 |
loading v. intercept |
95.42*** |
16 |
.004 |
|
DSM Oppositional Defiant Disorder Symptom Scale |
Configural |
615.73*** |
70 |
.099 |
.942 |
.926 |
.066 |
— |
|||
Threshold |
645.42*** |
80 |
.095 |
.94 |
.933 |
.066 |
configural v. threshold |
5.22 |
10 |
.002 |
|
Loading |
601.67*** |
89 |
.085 |
.946 |
.945 |
.067 |
threshold v. loading |
11.09 |
9 |
.006 |
|
Intercept |
597.72*** |
98 |
.080 |
.947 |
.951 |
.067 |
loading v. intercept |
26.87** |
9 |
.001 |
|
DSM Conduct Disorder Symptom Scale |
Configural |
595.10*** |
180 |
.054 |
.946 |
.937 |
.091 |
— |
|||
Threshold |
616.51*** |
194 |
.052 |
.945 |
.940 |
.091 |
configural v. threshold |
13.70 |
14 |
.001 |
|
Loading |
601.42*** |
208 |
.049 |
.949 |
.948 |
.091 |
threshold v. loading |
9.94 |
14 |
.004 |
|
Intercept |
558.75*** |
222 |
.044 |
.956 |
.958 |
.094 |
loading v. intercept |
21.34 |
14 |
.007 |
Note. N = 788 males; N = 796 females. RMSEA = Root mean square error of approximation; CFI = Comparative Fit Index; TLI = Tucker-Lewis Index; SRMR = Standardized root mean square residual; ∆CFI = change in CFI. *p < .05, **p < .01, ***p < .001.
Click to expand |
Table 10.4. Differential Test Functioning Effect Sizes by Gender
Scale |
Parent |
Teacher |
Self-Report |
|
Content Scales |
Inattention/Executive Dysfunction |
.00 |
.01 |
−.02 |
Hyperactivity |
.02 |
.06 |
.01 |
|
Impulsivity |
.01 |
.00 |
−.03 |
|
Emotional Dysregulation |
.01 |
.01 |
−.08 |
|
Depressed Mood |
−.01 |
.01 |
−.02 |
|
Anxious Thoughts |
−.02 |
−.03 |
−.03 |
|
Impairment & Functional Outcome Scales |
Schoolwork |
−.03 |
−.05 |
−.03 |
Peer Interactions |
.01 |
−.08 |
.05 |
|
Family Life |
−.03 |
— |
−.12 |
|
DSM Symptom Scales |
Oppositional Defiant Disorder Symptoms |
−.01 |
.00 |
.10 |
Conduct Disorder Symptoms |
−.01 |
−.23 |
.01 |
Note. Values presented are expected test score standardized differences (ETSSD); guidelines for interpreting |ETSSD|: negligible effect size < 0.20; small effect size = 0.20 to 0.49; medium effect size = 0.50 to 0.79; large effect size ≥ 0.80. Positive ETSSD values indicate that female youth received higher scores than male youth who had the same level of the construct being measured.
Click to expand |
Table 10.5. Group Differences by Gender (Male vs. Female): Conners 4 Parent
Scales |
Male |
Female |
Cohen’s d |
F |
p |
η2 |
||
Content Scales |
Inattention/Executive
|
M |
49.9 |
49.3 |
0.06 |
0.97 |
.326 |
.00 |
SD |
10.1 |
9.9 |
||||||
Hyperactivity |
M |
49.7 |
49.6 |
0.00 |
0.00 |
.950 |
.00 |
|
SD |
10.0 |
9.7 |
||||||
Impulsivity |
M |
49.4 |
49.8 |
−0.05 |
0.51 |
.477 |
.00 |
|
SD |
10.0 |
10.1 |
||||||
Emotional Dysregulation |
M |
49.8 |
49.7 |
0.00 |
0.01 |
.943 |
.00 |
|
SD |
10.4 |
9.6 |
||||||
Depressed Mood |
M |
49.6 |
49.8 |
−0.02 |
0.10 |
.753 |
.00 |
|
SD |
9.8 |
9.8 |
||||||
Anxious Thoughts |
M |
49.1 |
50.1 |
−0.11 |
2.87 |
.090 |
.00 |
|
SD |
9.2 |
9.8 |
||||||
Impairment & Functional Outcome Scales |
Schoolwork |
M |
50.5 |
49.2 |
0.13 |
4.17 |
.041 |
.00 |
SD |
10.6 |
9.8 |
||||||
Peer Interactions |
M |
50.3 |
49.5 |
0.08 |
1.43 |
.231 |
.00 |
|
SD |
10.5 |
9.4 |
||||||
Family Life |
M |
49.8 |
49.8 |
0.00 |
0.01 |
.940 |
.00 |
|
SD |
10.1 |
9.9 |
||||||
DSM Symptom Scales |
Oppositional Defiant Disorder Symptoms |
M |
50.2 |
49.4 |
0.08 |
1.63 |
.202 |
.00 |
SD |
10.6 |
9.5 |
||||||
Conduct Disorder Symptoms |
M |
49.9 |
50.0 |
−0.01 |
0.03 |
.862 |
.00 |
|
SD |
10.2 |
10.6 |
Note. Guidelines for interpreting η2: negligible effect size < .01; small effect size = .01 to .05; medium effect size = .06 to .13; large effect size ≥ .14. Guidelines for interpreting Cohen’s |d|: negligible effect size < 0.20; small effect size = 0.20 to 0.49; medium effect size = 0.50 to 0.79; large effect size ≥ 0.80. A positive Cohen’s d value indicates that ratings of males resulted in higher scores than ratings of females.
Click to expand |
Table 10.6. Group Differences by Gender (Male vs. Female): Conners 4 Teacher
Scale |
Male |
Female |
Cohen’s d |
F |
p |
η2 |
||
Content Scales |
Inattention/Executive
|
M |
51.8 |
47.9 |
0.40 |
52.53 |
< .001 |
.04 |
SD |
10.5 |
8.9 |
||||||
Hyperactivity |
M |
51.8 |
47.9 |
0.40 |
50.76 |
< .001 |
.04 |
|
SD |
10.7 |
8.8 |
||||||
Impulsivity |
M |
51.4 |
48.5 |
0.29 |
26.70 |
< .001 |
.02 |
|
SD |
10.5 |
9.3 |
||||||
Emotional Dysregulation |
M |
50.7 |
49.1 |
0.16 |
7.79 |
.005 |
.01 |
|
SD |
10.8 |
9.2 |
||||||
Depressed Mood |
M |
50.5 |
49.5 |
0.10 |
3.14 |
.077 |
.00 |
|
SD |
10.6 |
9.6 |
||||||
Anxious Thoughts |
M |
49.8 |
50.2 |
−0.04 |
0.59 |
.443 |
.00 |
|
SD |
10.0 |
10.0 |
||||||
Impairment & Functional Outcome Scales |
Schoolwork |
M |
51.9 |
47.9 |
0.40 |
51.75 |
< .001 |
.04 |
SD |
10.7 |
8.9 |
||||||
Peer Interactions |
M |
50.9 |
48.7 |
0.22 |
15.47 |
< .001 |
.01 |
|
SD |
10.6 |
9.2 |
||||||
DSM Symptom Scales |
Oppositional Defiant Disorder Symptoms |
M |
51.2 |
48.6 |
0.26 |
22.21 |
< .001 |
.02 |
SD |
11.0 |
9.0 |
||||||
Conduct Disorder Symptoms |
M |
51.0 |
49.1 |
0.18 |
10.42 |
.001 |
.01 |
|
SD |
11.6 |
9.0 |
Note. Guidelines for interpreting η2: negligible effect size < .01; small effect size = .01 to .05; medium effect size = .06 to .13; large effect size ≥ .14. Guidelines for interpreting Cohen’s |d|: negligible effect size < 0.20; small effect size = 0.20 to 0.49; medium effect size = 0.50 to 0.79; large effect size ≥ 0.80. A positive Cohen’s d value indicates that ratings of males resulted in higher scores than ratings of females.
Click to expand |
Table 10.7. Group Differences by Gender (Male vs. Female): Conners 4 Self-Report
Scale |
Male |
Female |
Cohen’s d |
F |
p |
η2 |
||
Content Scales |
Inattention/Executive
|
M |
50.9 |
49.5 |
0.15 |
3.46 |
.063 |
.01 |
SD |
10.6 |
9.3 |
||||||
Hyperactivity |
M |
51.2 |
49.8 |
0.14 |
3.13 |
.077 |
.00 |
|
SD |
10.6 |
9.5 |
||||||
Impulsivity |
M |
50.7 |
50.0 |
0.06 |
0.60 |
.438 |
.00 |
|
SD |
10.9 |
9.9 |
||||||
Emotional Dysregulation |
M |
50.5 |
49.9 |
0.05 |
0.48 |
.488 |
.00 |
|
SD |
10.4 |
9.6 |
||||||
Depressed Mood |
M |
49.6 |
50.2 |
−0.06 |
0.64 |
.426 |
.00 |
|
SD |
9.4 |
10.4 |
||||||
Anxious Thoughts |
M |
49.0 |
51.1 |
−0.21 |
6.98 |
.008 |
.01 |
|
SD |
9.1 |
10.2 |
||||||
Impairment & Functional Outcome Scales |
Schoolwork |
M |
50.9 |
49.2 |
0.17 |
4.80 |
.029 |
.01 |
SD |
10.5 |
9.2 |
||||||
Peer Interactions |
M |
50.5 |
49.9 |
0.06 |
0.62 |
.430 |
.00 |
|
SD |
9.9 |
10.0 |
||||||
Family Life |
M |
50.2 |
50.2 |
0.00 |
0.00 |
.974 |
.00 |
|
SD |
10.7 |
10.3 |
||||||
DSM Symptom Scales |
Oppositional Defiant Disorder Symptoms |
M |
51.1 |
49.5 |
0.16 |
4.07 |
.044 |
.01 |
SD |
11.0 |
9.3 |
||||||
Conduct Disorder Symptoms |
M |
51.2 |
49.5 |
0.16 |
4.02 |
.045 |
.01 |
|
SD |
12.2 |
9.5 |
Note. Guidelines for interpreting η2: negligible effect size < .01; small effect size = .01 to .05; medium effect size = .06 to .13; large effect size ≥ .14. Guidelines for interpreting Cohen’s |d|: negligible effect size < 0.20; small effect size = 0.20 to 0.49; medium effect size = 0.50 to 0.79; large effect size ≥ 0.80. A positive Cohen’s d value indicates that males had higher scores than females.
Click to expand |
Table 10.8. Measurement Invariance U.S. Race/Ethnicity (White vs. Hispanic): Conners 4 Parent
Scales |
Model |
χ2 |
df |
RMSEA |
CFI |
TLI |
SRMR |
Comparison |
Satorra-Bentler χ2 |
df |
∆CFI |
Content Scales |
Configural |
9110.26*** |
3274 |
.040 |
.974 |
.973 |
.042 |
— |
|||
Threshold |
9158.18*** |
3333 |
.039 |
.975 |
.974 |
.042 |
configural v. threshold |
63.07 |
59 |
.001 |
|
Loading |
9095.52*** |
3386 |
.039 |
.975 |
.975 |
.042 |
threshold v. loading |
52.56 |
53 |
.000 |
|
Intercept |
9019.27*** |
3439 |
.038 |
.976 |
.976 |
.042 |
loading v. intercept |
86.53** |
53 |
.001 |
|
Impairment & Functional Outcome Scales |
Configural |
1751.44*** |
298 |
.066 |
.982 |
.980 |
.045 |
— |
|||
Threshold |
1788.04*** |
317 |
.064 |
.982 |
.981 |
.045 |
configural v. threshold |
19.89 |
19 |
.000 |
|
Loading |
1759.53*** |
333 |
.062 |
.983 |
.982 |
.045 |
threshold v. loading |
21.86 |
16 |
.001 |
|
Intercept |
1713.73*** |
349 |
.059 |
.983 |
.984 |
.046 |
loading v. intercept |
30.26* |
16 |
.000 |
|
DSM Oppositional Defiant Disorder Symptoms Scale |
Configural |
660.92*** |
70 |
.087 |
.982 |
.977 |
.038 |
— |
|||
Threshold |
680.33*** |
80 |
.082 |
.982 |
.979 |
.038 |
configural v. threshold |
7.93 |
10 |
.000 |
|
Loading |
638.92*** |
89 |
.074 |
.983 |
.983 |
.038 |
threshold v. loading |
8.18 |
9 |
.001 |
|
Intercept |
609.47*** |
98 |
.068 |
.984 |
.986 |
.039 |
loading v. intercept |
19.49* |
9 |
.001 |
|
DSM Conduct Disorder Symptoms Scale |
Configural |
787.31*** |
180 |
.055 |
.971 |
.966 |
.076 |
— |
|||
Threshold |
812.44*** |
195 |
.053 |
.971 |
.968 |
.076 |
configural v. threshold |
15.32 |
15 |
.000 |
|
Loading |
798.18*** |
209 |
.050 |
.972 |
.972 |
.076 |
threshold v. loading |
14.83 |
14 |
.001 |
|
Intercept |
707.97*** |
223 |
.044 |
.977 |
.978 |
.076 |
loading v. intercept |
14.04 |
14 |
.005 |
Note. N = 520 Hispanic youth; N = 1,727 White youth. RMSEA = Root mean square error of approximation; CFI = Comparative Fit Index; TLI = Tucker-Lewis Index; SRMR = Standardized root mean square residual; ∆CFI = change in CFI. *p < .05, **p < .01, ***p < .001.
Click to expand |
Table 10.9. Measurement Invariance by U.S. Race/Ethnicity (White vs. Hispanic): Conners 4 Teacher
Scales |
Model |
χ2 |
df |
RMSEA |
CFI |
TLI |
SRMR |
Comparison |
Satorra-Bentler χ2 |
df |
∆CFI |
Content Scales |
Configural |
9932.68*** |
3274 |
.046 |
.969 |
.968 |
.054 |
— |
|||
Threshold |
9983.78*** |
3333 |
.045 |
.970 |
.969 |
.054 |
configural v. threshold |
61.16 |
59 |
.001 |
|
Loading |
9927.18*** |
3386 |
.044 |
.970 |
.970 |
.054 |
threshold v. loading |
58.39 |
53 |
.000 |
|
Intercept |
9754.35*** |
3439 |
.043 |
.971 |
.971 |
.054 |
loading v. intercept |
72.88* |
53 |
.001 |
|
Impairment & Functional Outcome Scales |
Configural |
881.43*** |
106 |
.087 |
.984 |
.980 |
.052 |
— |
|||
Threshold |
917.16*** |
118 |
.083 |
.984 |
.982 |
.052 |
configural v. threshold |
12.52 |
12 |
.000 |
|
Loading |
901.49*** |
128 |
.079 |
.984 |
.984 |
.052 |
threshold v. loading |
10.61 |
10 |
.000 |
|
Intercept |
883.86*** |
138 |
.074 |
.985 |
.985 |
.052 |
loading v. intercept |
11.16 |
10 |
.001 |
|
DSM Oppositional Defiant Disorder Symptoms Scale |
Configural |
695.40*** |
70 |
.096 |
.986 |
.982 |
.042 |
— |
|||
Threshold |
720.91*** |
80 |
.091 |
.986 |
.984 |
.042 |
configural v. threshold |
7.75 |
10 |
.000 |
|
Loading |
689.30*** |
89 |
.083 |
.987 |
.987 |
.042 |
threshold v. loading |
10.96 |
9 |
.001 |
|
Intercept |
600.96*** |
98 |
.072 |
.989 |
.990 |
.042 |
loading v. intercept |
7.38 |
9 |
.002 |
|
DSM Conduct Disorder Symptoms Scale |
Configural |
457.97*** |
130 |
.051 |
.975 |
.970 |
.115 |
— |
|||
Threshold |
472.88*** |
139 |
.050 |
.975 |
.972 |
.115 |
configural v. threshold |
11.67 |
9 |
.000 |
|
Loading |
445.70*** |
151 |
.045 |
.978 |
.977 |
.118 |
threshold v. loading |
13.50 |
12 |
.003 |
|
Intercept |
456.46*** |
159 |
.044 |
.978 |
.978 |
.117 |
loading v. intercept |
13.41 |
8 |
.000 |
Note. N = 411 Hispanic youth; N = 1,545 White youth. RMSEA = Root mean square error of approximation; CFI = Comparative Fit Index; TLI = Tucker-Lewis Index; SRMR = Standardized root mean square residual; ∆CFI = change in CFI. *p < .05, **p < .01, ***p < .001.
Click to expand |
Table 10.10. Measurement Invariance by U.S. Race/Ethnicity (White vs. Black): Conners 4 Parent
Scales |
Model |
χ2 |
df |
RMSEA |
CFI |
TLI |
SRMR |
Comparison |
Satorra-Bentler χ2 |
df |
∆CFI |
Content Scales |
Configural |
7948.80*** |
3274 |
.037 |
.975 |
.974 |
.044 |
— |
|||
Threshold |
7986.59*** |
3333 |
.037 |
.975 |
.974 |
.044 |
configural v. threshold |
67.97 |
59 |
.000 |
|
Loading |
7946.09*** |
3386 |
.036 |
.975 |
.975 |
.044 |
threshold v. loading |
65.65 |
53 |
.000 |
|
Intercept |
7853.37*** |
3439 |
.036 |
.976 |
.976 |
.044 |
loading v. intercept |
79.83* |
53 |
.001 |
|
Impairment & Functional Outcome Scales |
Configural |
1624.32*** |
298 |
.066 |
.983 |
.980 |
.048 |
— |
|||
Threshold |
1646.85*** |
317 |
.064 |
.983 |
.981 |
.048 |
configural v. threshold |
23.07 |
19 |
.000 |
|
Loading |
1606.40*** |
333 |
.061 |
.983 |
.983 |
.048 |
threshold v. loading |
21.66 |
16 |
.000 |
|
Intercept |
1563.55*** |
349 |
.058 |
.984 |
.984 |
.048 |
loading v. intercept |
32.62** |
16 |
.001 |
|
DSM Oppositional Defiant Disorder Symptoms Scale |
Configural |
600.33*** |
70 |
.086 |
.983 |
.978 |
.039 |
— |
|||
Threshold |
619.63*** |
80 |
.081 |
.982 |
.980 |
.039 |
configural v. threshold |
11.30 |
10 |
.001 |
|
Loading |
612.51*** |
89 |
.076 |
.983 |
.983 |
.039 |
threshold v. loading |
13.09 |
9 |
.001 |
|
Intercept |
596.34*** |
98 |
.071 |
.984 |
.985 |
.039 |
loading v. intercept |
14.33 |
9 |
.001 |
|
DSM Conduct Disorder Symptoms Scale |
Configural |
681.68*** |
180 |
.052 |
.974 |
.970 |
.083 |
— |
|||
Threshold |
696.69*** |
194 |
.050 |
.974 |
.972 |
.083 |
configural v. threshold |
12.56 |
14 |
.000 |
|
Loading |
667.32*** |
208 |
.047 |
.977 |
.976 |
.083 |
threshold v. loading |
15.27 |
14 |
.003 |
|
Intercept |
594.27*** |
221 |
.041 |
.981 |
.982 |
.083 |
loading v. intercept |
10.89 |
13 |
.004 |
Note. N = 312 Black youth; N = 1,727 White youth. RMSEA = Root mean square error of approximation; CFI = Comparative Fit Index; TLI = Tucker-Lewis Index; SRMR = Standardized root mean square residual; ∆CFI = change in CFI. * p < .05, ** p < .01, ***p < .001.
Click to expand |
Table 10.11. Measurement Invariance by U.S. Race/Ethnicity (White vs. Black): Conners 4 Teacher
Scales |
Model |
χ2 |
df |
RMSEA |
CFI |
TLI |
SRMR |
Comparison |
Satorra-Bentler χ2 |
df |
∆CFI |
Content Scales |
Configural |
9766.24*** |
3274 |
.045 |
.970 |
.969 |
.054 |
— |
|||
Threshold |
9818.22*** |
3333 |
.045 |
.970 |
.970 |
.054 |
configural v. threshold |
55.42 |
59 |
.000 |
|
Loading |
9798.50*** |
3386 |
.044 |
.971 |
.970 |
.054 |
threshold v. loading |
78.03* |
53 |
.001 |
|
Intercept |
9732.96*** |
3439 |
.044 |
.971 |
.971 |
.054 |
loading v. intercept |
103.61*** |
53 |
.000 |
|
Impairment & Functional Outcome Scales |
Configural |
909.08*** |
106 |
.089 |
.983 |
.979 |
.049 |
— |
|||
Threshold |
951.18*** |
118 |
.086 |
.982 |
.980 |
.049 |
configural v. threshold |
14.38 |
12 |
.001 |
|
Loading |
949.13*** |
128 |
.082 |
.982 |
.982 |
.049 |
threshold v. loading |
9.10 |
10 |
.000 |
|
Intercept |
993.80*** |
138 |
.080 |
.982 |
.983 |
.049 |
loading v. intercept |
36.15*** |
10 |
.000 |
|
DSM Oppositional Defiant Disorder Symptoms Scale |
Configural |
826.94*** |
70 |
.106 |
.985 |
.981 |
.041 |
— |
|||
Threshold |
860.22*** |
80 |
.101 |
.985 |
.983 |
.041 |
configural v. threshold |
5.95 |
10 |
.000 |
|
Loading |
864.62*** |
89 |
.095 |
.985 |
.985 |
.041 |
threshold v. loading |
10.14 |
9 |
.000 |
|
Intercept |
830.89*** |
98 |
.088 |
.986 |
.987 |
.041 |
loading v. intercept |
10.71 |
9 |
.001 |
|
DSM Conduct Disorder Symptoms Scale |
Configural |
548.95*** |
130 |
.058 |
.975 |
.970 |
.115 |
— |
|||
Threshold |
572.46*** |
141 |
.056 |
.974 |
.971 |
.115 |
configural v. threshold |
14.94 |
11 |
.001 |
|
Loading |
565.47*** |
153 |
.053 |
.975 |
.975 |
.115 |
threshold v. loading |
12.32 |
12 |
.001 |
|
Intercept |
590.70*** |
164 |
.052 |
.974 |
.975 |
.118 |
loading v. intercept |
39.57*** |
11 |
.001 |
Note. N = 376 Black youth; N = 1,545 White youth. RMSEA = Root mean square error of approximation; CFI = Comparative Fit Index; TLI = Tucker-Lewis Index; SRMR = Standardized root mean square residual; ∆CFI = change in CFI. * p < .05, ** p < .01, ***p < .001.
Click to expand |
Table 10.12. Measurement Invariance by U.S. Race/Ethnicity (Hispanic/Black vs. White): Conners 4 Self-Report
Scales |
Model |
χ2 |
df |
RMSEA |
CFI |
TLI |
SRMR |
Comparison |
Satorra-Bentler χ2 |
df |
∆CFI |
Content Scales |
Configural |
6298.23*** |
3390 |
.037 |
.955 |
.953 |
.055 |
— |
|||
Threshold |
6373.18*** |
3450 |
.037 |
.954 |
.953 |
.055 |
configural v. threshold |
94.95** |
60 |
.001 |
|
Loading |
6414.82*** |
3504 |
.037 |
.955 |
.954 |
.055 |
threshold v. loading |
103.69*** |
54 |
.001 |
|
Intercept |
6394.55*** |
3558 |
.036 |
.956 |
.956 |
.055 |
loading v. intercept |
75.24* |
54 |
.001 |
|
Impairment & Functional Outcome Scales |
Configural |
1095.85*** |
298 |
.066 |
.945 |
.936 |
.067 |
— |
|||
Threshold |
1127.31*** |
317 |
.064 |
.944 |
.939 |
.067 |
configural v. threshold |
16.37 |
19 |
.001 |
|
Loading |
1160.22*** |
333 |
.063 |
.942 |
.941 |
.069 |
threshold v. loading |
47.84*** |
16 |
.002 |
|
Intercept |
1136.58*** |
349 |
.060 |
.945 |
.946 |
.070 |
loading v. intercept |
23.28 |
16 |
.003 |
|
DSM Oppositional Defiant Disorder Symptoms Scale |
Configural |
478.67*** |
70 |
.097 |
.947 |
.931 |
.065 |
— |
|||
Threshold |
507.39*** |
80 |
.093 |
.944 |
.937 |
.065 |
configural v. threshold |
12.61 |
10 |
.003 |
|
Loading |
459.53*** |
89 |
.082 |
.952 |
.951 |
.065 |
threshold v. loading |
3.36 |
9 |
.008 |
|
Intercept |
425.50*** |
98 |
.073 |
.957 |
.961 |
.065 |
loading v. intercept |
6.54 |
9 |
.005 |
|
DSM Conduct Disorder Symptoms Scale |
Configural |
454.47*** |
180 |
.049 |
.953 |
.945 |
.087 |
— |
|||
Threshold |
470.69*** |
194 |
.048 |
.952 |
.948 |
.087 |
configural v. threshold |
11.44 |
14 |
.001 |
|
Loading |
467.13*** |
208 |
.045 |
.955 |
.955 |
.087 |
threshold v. loading |
14.52 |
14 |
.003 |
|
Intercept |
443.84*** |
222 |
.040 |
.962 |
.964 |
.091 |
loading v. intercept |
18.57 |
14 |
.007 |
Note. N = 457 Black and Hispanic youth; N = 791 White youth. RMSEA = Root mean square error of approximation; CFI = Comparative Fit Index; TLI = Tucker-Lewis Index; SRMR = Standardized root mean square residual; ∆CFI = change in CFI. * p < .05, ** p < .01, ***p < .001.
Click to expand |
Table 10.13. Differential Test Functioning Effect Sizes by U.S. Race/Ethnicity
Scale |
Hispanic/White Comparisons |
Black/White Comparisons |
|||||
Parent |
Teacher |
Self-Report |
Parent |
Teacher |
Self-Report |
||
Content Scales |
Inattention/Executive Dysfunction |
.01 |
.01 |
.01 |
.02 |
.02 |
.00 |
Hyperactivity |
−.05 |
.00 |
.02 |
−.01 |
.03 |
−.11 |
|
Impulsivity |
.00 |
.01 |
.05 |
−.02 |
.03 |
.00 |
|
Emotional Dysregulation |
.01 |
.00 |
−.03 |
.02 |
.01 |
.02 |
|
Depressed Mood |
−.06 |
.03 |
.03 |
−.04 |
−.03 |
−.05 |
|
Anxious Thoughts |
−.02 |
.00 |
.01 |
−.04 |
.01 |
.04 |
|
Impairment & |
Schoolwork |
.05 |
.02 |
.03 |
.09 |
.02 |
.06 |
Peer Interactions |
−.02 |
.00 |
−.03 |
.01 |
.03 |
.04 |
|
Family Life |
.01 |
— |
.03 |
−.04 |
— |
.06 |
|
DSM Symptom Scales |
Oppositional Defiant Disorder Symptoms |
−.01 |
.04 |
−.09 |
.02 |
−.01 |
−.03 |
Conduct Disorder Symptoms |
−.04 |
.06 |
−.05 |
.00 |
−.06 |
.00 |
Note. Values presented are expected test score standardized differences (ETSSD); guidelines interpreting |ETSSD|: negligible effect size < 0.20; small effect size = 0.20 to 0.49; medium effect size = 0.50 to 0.79; large effect size ≥ 0.80. Positive ETSSD values indicate that Black or Hispanic youth received higher scores than White youth who had the same level of the construct being measured.
Click to expand |
Table 10.14. Group Differences by U.S. Race/Ethnicity (White vs. Hispanic): Conners 4 Parent
Scale |
White |
Hispanic |
Cohen’s d |
F |
p |
η2 |
||
Content Scales |
Inattention/Executive
|
M |
50.2 |
49.4 |
0.08 |
0.62 |
.433 |
.00 |
SD |
10.3 |
9.5 |
||||||
Hyperactivity |
M |
50.1 |
49.3 |
0.08 |
0.58 |
.446 |
.00 |
|
SD |
9.8 |
9.5 |
||||||
Impulsivity |
M |
50.2 |
49.6 |
0.07 |
0.39 |
.530 |
.00 |
|
SD |
10.0 |
9.6 |
||||||
Emotional Dysregulation |
M |
49.6 |
49.2 |
0.04 |
0.16 |
.690 |
.00 |
|
SD |
9.4 |
9.1 |
||||||
Depressed Mood |
M |
49.4 |
49.4 |
0.00 |
0.00 |
.972 |
.00 |
|
SD |
8.7 |
10.1 |
||||||
Anxious Thoughts |
M |
49.5 |
49.0 |
0.06 |
0.32 |
.572 |
.00 |
|
SD |
9.3 |
8.0 |
||||||
Impairment & Functional Outcome Scales |
Schoolwork |
M |
50.4 |
50.0 |
0.04 |
0.15 |
.695 |
.00 |
SD |
10.0 |
10.0 |
||||||
Peer Interactions |
M |
49.8 |
49.6 |
0.02 |
0.05 |
.825 |
.00 |
|
SD |
9.5 |
9.3 |
||||||
Family Life |
M |
49.7 |
49.7 |
0.00 |
0.00 |
.975 |
.00 |
|
SD |
9.9 |
9.7 |
||||||
DSM Symptom Scales |
Oppositional Defiant Disorder Symptoms |
M |
49.4 |
49.8 |
-0.04 |
0.19 |
.667 |
.00 |
SD |
9.3 |
10.1 |
||||||
Conduct Disorder Symptoms |
M |
50.0 |
50.1 |
-0.01 |
0.01 |
.917 |
.00 |
|
SD |
9.8 |
10.1 |
Note. Guidelines for interpreting η2: negligible effect size < .01; small effect size = .01 to .05; medium effect size = .06 to .13; large effect size ≥ .14. Guidelines for interpreting Cohen’s |d|: negligible effect size < 0.20; small effect size = 0.20 to 0.49; medium effect size = 0.50 to 0.79; large effect size ≥ 0.80. A positive Cohen’s d value indicates that ratings of White youth resulted in higher scores than ratings of Hispanic youth.
Click to expand |
Table 10.15. Group Differences by U.S. Race/Ethnicity (White vs. Hispanic): Conners 4 Teacher
Scale |
White |
Hispanic |
Cohen’s d |
F |
p |
η2 |
||
Content Scales |
Inattention/Executive
|
M |
48.7 |
49.8 |
−0.11 |
0.90 |
.345 |
.00 |
SD |
9.3 |
10.7 |
||||||
Hyperactivity |
M |
49.9 |
50.0 |
−0.02 |
0.02 |
.895 |
.00 |
|
SD |
9.3 |
10.7 |
||||||
Impulsivity |
M |
49.2 |
50.0 |
−0.08 |
0.50 |
.478 |
.00 |
|
SD |
8.9 |
11.1 |
||||||
Emotional Dysregulation |
M |
48.6 |
50.9 |
−0.24 |
4.12 |
.043 |
.01 |
|
SD |
7.8 |
11.1 |
||||||
Depressed Mood |
M |
48.9 |
50.8 |
−0.19 |
2.63 |
.106 |
.01 |
|
SD |
7.8 |
12.1 |
||||||
Anxious Thoughts |
M |
49.0 |
50.5 |
−0.16 |
1.82 |
.178 |
.01 |
|
SD |
8.3 |
11.7 |
||||||
Impairment & Functional Outcome Scales |
Schoolwork |
M |
48.0 |
50.6 |
−0.26 |
5.00 |
.026 |
.02 |
SD |
9.8 |
10.3 |
||||||
Peer Interactions |
M |
48.6 |
50.1 |
−0.16 |
1.94 |
.165 |
.01 |
|
SD |
8.9 |
10.7 |
||||||
DSM Symptom Scales |
Oppositional Defiant Disorder Symptoms |
M |
48.4 |
50.7 |
−0.25 |
4.76 |
.030 |
.02 |
SD |
7.4 |
10.2 |
||||||
Conduct Disorder Symptoms |
M |
49.2 |
49.8 |
−0.08 |
0.43 |
.511 |
.00 |
|
SD |
8.0 |
8.1 |
Note. Guidelines for interpreting η2: negligible effect size < .01; small effect size = .01 to .05; medium effect size = .06 to .13; large effect size ≥ .14. Guidelines for interpreting Cohen’s |d|: negligible effect size < 0.20; small effect size = 0.20 to 0.49; medium effect size = 0.50 to 0.79; large effect size ≥ 0.80. A positive Cohen’s d value indicates that ratings of White youth resulted in higher scores than ratings of Hispanic youth.
Click to expand |
Table 10.16. Group Differences by U.S. Race/Ethnicity (White vs. Hispanic): Conners 4 Self-Report
Scale |
White |
Hispanic |
Cohen’s d |
F |
p |
η2 |
||
Content Scales |
Inattention/Executive
|
M |
49.5 |
50.3 |
−0.08 |
0.42 |
.517 |
.00 |
SD |
10.3 |
8.4 |
||||||
Hyperactivity |
M |
50.7 |
49.5 |
0.13 |
1.13 |
.288 |
.00 |
|
SD |
10.2 |
8.4 |
||||||
Impulsivity |
M |
50.1 |
49.8 |
0.03 |
0.07 |
.796 |
.00 |
|
SD |
11.2 |
8.5 |
||||||
Emotional Dysregulation |
M |
50.4 |
50.2 |
0.02 |
0.03 |
.865 |
.00 |
|
SD |
10.8 |
8.8 |
||||||
Depressed Mood |
M |
49.7 |
49.4 |
0.03 |
0.05 |
.815 |
.00 |
|
SD |
9.5 |
10.2 |
||||||
Anxious Thoughts |
M |
50.2 |
50.0 |
0.02 |
0.02 |
.887 |
.00 |
|
SD |
9.8 |
10.1 |
||||||
Impairment & Functional Outcome Scales |
Schoolwork |
M |
49.0 |
50.8 |
−0.19 |
2.57 |
.110 |
.01 |
SD |
9.8 |
9.1 |
||||||
Peer Interactions |
M |
49.7 |
50.1 |
−0.04 |
0.13 |
.723 |
.00 |
|
SD |
10.5 |
9.9 |
||||||
Family Life |
M |
50.0 |
49.6 |
0.04 |
0.12 |
.726 |
.00 |
|
SD |
9.8 |
8.8 |
||||||
DSM Symptom Scales |
Oppositional Defiant Disorder Symptoms |
M |
50.3 |
49.4 |
0.09 |
0.52 |
.473 |
.00 |
SD |
11.2 |
8.4 |
||||||
Conduct Disorder Symptoms |
M |
49.6 |
49.9 |
−0.03 |
0.07 |
.797 |
.00 |
|
SD |
8.2 |
8.2 |
Note. Guidelines for interpreting η2: negligible effect size < .01; small effect size = .01 to .05; medium effect size = .06 to .13; large effect size ≥ .14. Guidelines for interpreting Cohen’s |d|: negligible effect size < 0.20; small effect size = 0.20 to 0.49; medium effect size = 0.50 to 0.79; large effect size ≥ 0.80. A positive Cohen’s d value indicates that White youth had higher scores than Hispanic youth.
Click to expand |
Table 10.17. Group Difference by U.S. Race/Ethnicity (White vs. Black): Conners 4 Parent
Scale |
White |
Black |
Cohen’s d |
F |
p |
η2 |
||
Content Scales |
Inattention/Executive
|
M |
49.7 |
49.2 |
0.05 |
0.22 |
.642 |
.00 |
SD |
9.8 |
10.2 |
||||||
Hyperactivity |
M |
49.7 |
49.6 |
0.01 |
0.01 |
.907 |
.00 |
|
SD |
9.5 |
10.8 |
||||||
Impulsivity |
M |
49.2 |
49.8 |
−0.06 |
0.28 |
.600 |
.00 |
|
SD |
8.8 |
11.0 |
||||||
Emotional Dysregulation |
M |
48.9 |
49.7 |
−0.08 |
0.58 |
.447 |
.00 |
|
SD |
8.4 |
10.3 |
||||||
Depressed Mood |
M |
48.1 |
49.5 |
−0.14 |
1.84 |
.176 |
.01 |
|
SD |
8.0 |
10.2 |
||||||
Anxious Thoughts |
M |
48.5 |
49.4 |
−0.10 |
0.80 |
.371 |
.00 |
|
SD |
8.4 |
10.7 |
||||||
Impairment & Functional Outcome Scales |
Schoolwork |
M |
49.7 |
49.1 |
0.06 |
0.35 |
.552 |
.00 |
SD |
9.7 |
9.9 |
||||||
Peer Interactions |
M |
49.6 |
48.9 |
0.07 |
0.48 |
.490 |
.00 |
|
SD |
9.7 |
9.7 |
||||||
Family Life |
M |
48.5 |
49.4 |
−0.10 |
0.79 |
.374 |
.00 |
|
SD |
7.9 |
11.0 |
||||||
DSM Symptom Scales |
Oppositional Defiant Disorder Symptoms |
M |
48.7 |
50.1 |
−0.14 |
1.62 |
.204 |
.00 |
SD |
8.1 |
11.7 |
||||||
Conduct Disorder Symptoms |
M |
49.4 |
50.4 |
−0.09 |
0.78 |
.379 |
.00 |
|
SD |
9.5 |
11.8 |
Note. Guidelines for interpreting η2: negligible effect size < .01; small effect size = .01 to .05; medium effect size = .06 to .13; large effect size ≥ .14. Guidelines for interpreting Cohen’s |d|: negligible effect size < 0.20; small effect size = 0.20 to 0.49; medium effect size = 0.50 to 0.79; large effect size ≥ 0.80. A positive Cohen’s d value indicates that ratings of White youth resulted in higher scores than ratings of Black youth.
Click to expand |
Table 10.18. Group Difference by U.S. Race/Ethnicity (White vs. Black): Conners 4 Teacher
Scale |
White |
Black |
Cohen’s d |
F |
p |
η2 |
||
Content Scales |
Inattention/Executive
|
M |
49.6 |
53.0 |
−0.35 |
11.50 |
.001 |
.03 |
SD |
9.8 |
10.1 |
||||||
Hyperactivity |
M |
50.0 |
53.2 |
−0.30 |
8.70 |
.003 |
.02 |
|
SD |
9.6 |
11.5 |
||||||
Impulsivity |
M |
49.8 |
53.8 |
−0.37 |
13.24 |
< .001 |
.03 |
|
SD |
9.4 |
11.7 |
||||||
Emotional Dysregulation |
M |
50.3 |
53.2 |
−0.25 |
5.93 |
.015 |
.02 |
|
SD |
10.3 |
12.5 |
||||||
Depressed Mood |
M |
50.7 |
51.0 |
−0.03 |
0.08 |
.774 |
.00 |
|
SD |
9.8 |
11.1 |
||||||
Anxious Thoughts |
M |
50.8 |
49.5 |
0.14 |
1.81 |
.180 |
.00 |
|
SD |
10.4 |
9.1 |
||||||
Impairment & Functional Outcome Scales |
Schoolwork |
M |
48.7 |
53.0 |
−0.43 |
17.65 |
< .001 |
.04 |
SD |
9.6 |
10.2 |
||||||
Peer Interactions |
M |
50.4 |
52.2 |
−0.17 |
2.63 |
.106 |
.01 |
|
SD |
10.3 |
11.5 |
||||||
DSM Symptom Scales |
Oppositional Defiant Disorder Symptoms |
M |
50.2 |
54.0 |
−0.33 |
10.12 |
.002 |
.03 |
SD |
9.8 |
13.3 |
||||||
Conduct Disorder Symptoms |
M |
49.9 |
52.8 |
−0.26 |
6.49 |
.011 |
.02 |
|
SD |
8.7 |
12.7 |
Note. Guidelines for interpreting η2: negligible effect size < .01; small effect size = .01 to .05; medium effect size = .06 to .13; large effect size ≥ .14. Guidelines for interpreting Cohen’s |d|: negligible effect size < 0.20; small effect size = 0.20 to 0.49; medium effect size = 0.50 to 0.79; large effect size ≥ 0.80. A positive Cohen’s d value indicates that ratings of White youth resulted in higher scores than ratings of Black youth.
Click to expand |
Table 10.19. Group Difference by U.S. Race/Ethnicity (White vs. Black): Conners 4 Self-Report
Scale |
White |
Black |
Cohen’s d |
F |
p |
η2 |
||
Content Scales |
Inattention/Executive
|
M |
50.8 |
50.0 |
0.07 |
0.36 |
.550 |
.00 |
SD |
10.1 |
10.5 |
||||||
Hyperactivity |
M |
51.9 |
51.3 |
0.06 |
0.22 |
.636 |
.00 |
|
SD |
10.7 |
11.2 |
||||||
Impulsivity |
M |
51.4 |
50.6 |
0.07 |
0.33 |
.566 |
.00 |
|
SD |
10.9 |
11.2 |
||||||
Emotional Dysregulation |
M |
51.4 |
51.5 |
0.00 |
0.00 |
.971 |
.00 |
|
SD |
10.9 |
11.3 |
||||||
Depressed Mood |
M |
50.2 |
50.1 |
0.01 |
0.01 |
.910 |
.00 |
|
SD |
9.4 |
10.0 |
||||||
Anxious Thoughts |
M |
50.9 |
50.2 |
0.08 |
0.37 |
.545 |
.00 |
|
SD |
9.9 |
10.0 |
||||||
Impairment & Functional Outcome Scales |
Schoolwork |
M |
50.8 |
50.5 |
0.03 |
0.05 |
.825 |
.00 |
SD |
10.5 |
11.2 |
||||||
Peer Interactions |
M |
49.7 |
51.6 |
−0.19 |
2.30 |
.131 |
.01 |
|
SD |
10.4 |
10.1 |
||||||
Family Life |
M |
50.8 |
52.2 |
−0.13 |
1.10 |
.295 |
.00 |
|
SD |
10.0 |
11.8 |
||||||
DSM Symptom Scales |
Oppositional Defiant Disorder Symptoms |
M |
50.8 |
51.8 |
−0.09 |
0.51 |
.475 |
.00 |
SD |
10.8 |
10.1 |
||||||
Conduct Disorder Symptoms |
M |
50.4 |
52.2 |
−0.15 |
1.44 |
.231 |
.01 |
|
SD |
9.8 |
14.4 |
Note. Guidelines for interpreting η2: negligible effect size < .01; small effect size = .01 to .05; medium effect size = .06 to .13; large effect size ≥ .14. Guidelines for interpreting Cohen’s |d|: negligible effect size < 0.20; small effect size = 0.20 to 0.49; medium effect size = 0.50 to 0.79; large effect size ≥ 0.80. A positive Cohen’s d value indicates that White youth had higher scores than Black youth.
Click to expand |
Table 10.20. Group Differences by U.S. Race/Ethnicity (White vs. Asian): Conners 4 Parent
Scale |
White |
Asian |
Cohen’s d |
F |
p |
η2 |
||
Content Scales |
Inattention/Executive
|
M |
48.3 |
46.6 |
0.23 |
1.35 |
.248 |
.01 |
SD |
8.3 |
7.0 |
||||||
Hyperactivity |
M |
48.7 |
47.6 |
0.15 |
0.56 |
.455 |
.01 |
|
SD |
9.2 |
6.5 |
||||||
Impulsivity |
M |
48.3 |
45.4 |
0.44 |
4.89 |
.029 |
.05 |
|
SD |
7.8 |
4.8 |
||||||
Emotional Dysregulation |
M |
48.9 |
46.7 |
0.27 |
1.83 |
.179 |
.02 |
|
SD |
9.0 |
8.0 |
||||||
Depressed Mood |
M |
48.0 |
50.0 |
−0.25 |
1.53 |
.219 |
.02 |
|
SD |
6.6 |
9.4 |
||||||
Anxious Thoughts |
M |
49.3 |
48.3 |
0.11 |
0.28 |
.599 |
.00 |
|
SD |
9.2 |
9.1 |
||||||
Impairment & Functional Outcome Scales |
Schoolwork |
M |
47.7 |
47.4 |
0.03 |
0.02 |
.891 |
.00 |
SD |
7.8 |
9.1 |
||||||
Peer Interactions |
M |
49.4 |
49.0 |
0.04 |
0.05 |
.827 |
.00 |
|
SD |
8.2 |
9.0 |
||||||
Family Life |
M |
48.8 |
46.8 |
0.25 |
1.59 |
.211 |
.02 |
|
SD |
8.2 |
7.2 |
||||||
DSM Symptom Scales |
Oppositional Defiant Disorder Symptoms |
M |
48.2 |
46.6 |
0.21 |
1.15 |
.285 |
.01 |
SD |
7.6 |
7.0 |
||||||
Conduct Disorder Symptoms |
M |
49.3 |
48.2 |
0.12 |
0.35 |
.557 |
.00 |
|
SD |
8.9 |
8.4 |
Note. Guidelines for interpreting η2: negligible effect size < .01; small effect size = .01 to .05; medium effect size = .06 to .13; large effect size ≥ .14. Guidelines for interpreting Cohen’s |d|: negligible effect size < 0.20; small effect size = 0.20 to 0.49; medium effect size = 0.50 to 0.79; large effect size ≥ 0.80. A positive Cohen’s d value indicates that ratings of White youth resulted in higher scores than ratings of Asian youth.
Click to expand |
Table 10.21. Group Differences by U.S. Race/Ethnicity (White vs. Asian): Conners 4 Teacher
White |
Asian |
Cohen’s d |
F |
p |
η2 |
|||
Content Scales |
Inattention/Executive
|
M |
47.7 |
45.8 |
0.22 |
1.07 |
.304 |
.01 |
SD |
8.1 |
8.8 |
||||||
Hyperactivity |
M |
49.6 |
47.4 |
0.26 |
1.47 |
.228 |
.02 |
|
SD |
9.5 |
7.4 |
||||||
Impulsivity |
M |
49.3 |
46.6 |
0.34 |
2.51 |
.117 |
.03 |
|
SD |
9.0 |
7.0 |
||||||
Emotional Dysregulation |
M |
49.2 |
47.1 |
0.28 |
1.66 |
.201 |
.02 |
|
SD |
7.5 |
7.4 |
||||||
Depressed Mood |
M |
48.5 |
47.7 |
0.09 |
0.18 |
.672 |
.00 |
|
SD |
9.3 |
7.1 |
||||||
Anxious Thoughts |
M |
49.7 |
48.3 |
0.15 |
0.50 |
.481 |
.01 |
|
SD |
10.2 |
8.6 |
||||||
Impairment & Functional Outcome Scales |
Schoolwork |
M |
46.6 |
45.2 |
0.17 |
0.61 |
.435 |
.01 |
SD |
8.9 |
8.0 |
||||||
Peer Interactions |
M |
49.2 |
48.1 |
0.11 |
0.27 |
.607 |
.00 |
|
SD |
10.1 |
8.0 |
||||||
DSM Symptom Scales |
Oppositional Defiant Disorder Symptoms |
M |
48.5 |
46.9 |
0.24 |
1.23 |
.271 |
.01 |
SD |
8.1 |
5.7 |
||||||
Conduct Disorder Symptoms |
M |
49.2 |
49.1 |
0.00 |
0.00 |
.989 |
.00 |
|
SD |
7.7 |
9.8 |
Note. Guidelines for interpreting η2: negligible effect size < .01; small effect size = .01 to .05; medium effect size = .06 to .13; large effect size ≥ .14. Guidelines for interpreting Cohen’s |d|: negligible effect size < 0.20; small effect size = 0.20 to 0.49; medium effect size = 0.50 to 0.79; large effect size ≥ 0.80. A positive Cohen’s d value indicates that ratings of White youth resulted in higher scores than ratings of Asian youth.
Click to expand |
Table 10.22. Group Differences by U.S. Race/Ethnicity (White vs. Asian): Conners 4 Self-Report
Scale |
White |
Asian |
Cohen’s d |
F |
p |
η2 |
||
Content Scales |
Inattention/Executive
|
M |
48.9 |
47.7 |
0.12 |
0.32 |
.573 |
.00 |
SD |
9.0 |
9.6 |
||||||
Hyperactivity |
M |
51.1 |
48.9 |
0.22 |
1.05 |
.309 |
.01 |
|
SD |
10.2 |
10.1 |
||||||
Impulsivity |
M |
48.6 |
48.7 |
−0.01 |
0.00 |
.951 |
.00 |
|
SD |
9.6 |
8.6 |
||||||
Emotional Dysregulation |
M |
49.5 |
47.0 |
0.29 |
1.83 |
.180 |
.02 |
|
SD |
9.4 |
7.9 |
||||||
Depressed Mood |
M |
50.6 |
48.5 |
0.20 |
0.87 |
.354 |
.01 |
|
SD |
9.5 |
10.5 |
||||||
Anxious Thoughts |
M |
50.0 |
48.0 |
0.20 |
0.81 |
.371 |
.01 |
|
SD |
9.9 |
10.4 |
||||||
Impairment & Functional Outcome Scales |
Schoolwork |
M |
48.9 |
47.1 |
0.19 |
0.77 |
.383 |
.01 |
SD |
9.5 |
9.5 |
||||||
Peer Interactions |
M |
50.9 |
49.4 |
0.14 |
0.43 |
.513 |
.01 |
|
SD |
10.6 |
9.6 |
||||||
Family Life |
M |
50.6 |
48.7 |
0.20 |
0.80 |
.373 |
.01 |
|
SD |
10.5 |
9.9 |
||||||
DSM Symptom Scales |
Oppositional Defiant Disorder Symptoms |
M |
50.5 |
48.0 |
0.24 |
1.18 |
.280 |
.01 |
SD |
11.0 |
10.3 |
||||||
Conduct Disorder Symptoms |
M |
49.4 |
52.6 |
−0.29 |
1.75 |
.190 |
.02 |
|
SD |
8.7 |
13.4 |
Note. Guidelines for interpreting η2: negligible effect size < .01; small effect size = .01 to .05; medium effect size = .06 to .13; large effect size ≥ .14. Guidelines for interpreting Cohen’s |d|: negligible effect size < 0.20; small effect size = 0.20 to 0.49; medium effect size = 0.50 to 0.79; large effect size ≥ 0.80. A positive Cohen’s d value indicates that White youth had higher scores than Asian youth.
Click to expand |
Table 10.23. Measurement Invariance by Country of Residence: Conners 4 Parent
Scales |
Model |
χ2 |
df |
RMSEA |
CFI |
TLI |
SRMR |
Comparison |
Satorra-Bentler χ2 |
df |
∆CFI |
Content Scales |
Configural |
10963.89*** |
3274 |
.038 |
.973 |
.972 |
.040 |
— |
|||
Threshold |
10978.90*** |
3333 |
.038 |
.973 |
.973 |
.040 |
configural v. threshold |
64.08 |
59 |
.000 |
|
Loading |
10879.70*** |
3386 |
.037 |
.974 |
.974 |
.040 |
threshold v. loading |
61.18 |
53 |
.001 |
|
Intercept |
10756.99*** |
3439 |
.036 |
.975 |
.975 |
.040 |
loading v. intercept |
76.58* |
53 |
.001 |
|
Impairment & Functional Outcome Scales |
Configural |
2117.22*** |
298 |
.062 |
.983 |
.980 |
.044 |
— |
|||
Threshold |
2142.16*** |
317 |
.060 |
.983 |
.981 |
.044 |
configural v. threshold |
20.86 |
19 |
.000 |
|
Loading |
2064.74*** |
333 |
.057 |
.984 |
.983 |
.044 |
threshold v. loading |
16.32 |
16 |
.001 |
|
Intercept |
1972.51*** |
349 |
.054 |
.985 |
.985 |
.044 |
loading v. intercept |
16.93 |
16 |
.001 |
|
DSM Oppositional Defiant Disorder Symptoms Scale |
Configural |
835.04*** |
70 |
.082 |
.983 |
.978 |
.038 |
— |
|||
Threshold |
868.99*** |
80 |
.078 |
.982 |
.980 |
.038 |
configural v. threshold |
11.99 |
10 |
.001 |
|
Loading |
805.67*** |
89 |
.071 |
.984 |
.984 |
.038 |
threshold v. loading |
7.84 |
9 |
.002 |
|
Intercept |
730.66*** |
98 |
.063 |
.986 |
.987 |
.038 |
loading v. intercept |
7.33 |
9 |
.002 |
|
DSM Conduct Disorder Symptoms Scale |
Configural |
1018.57*** |
180 |
.054 |
.970 |
.966 |
.087 |
— |
|||
Threshold |
1034.48*** |
193 |
.052 |
.970 |
.968 |
.087 |
configural v. threshold |
11.96 |
13 |
.000 |
|
Loading |
965.43*** |
207 |
.048 |
.973 |
.973 |
.087 |
threshold v. loading |
12.39 |
14 |
.003 |
|
Intercept |
857.32*** |
219 |
.043 |
.978 |
.978 |
.088 |
loading v. intercept |
12.89 |
12 |
.005 |
Note. N = 2,838 Americans; N = 376 Canadians. RMSEA = Root mean square error of approximation; CFI = Comparative Fit Index; TLI = Tucker-Lewis Index; SRMR = Standardized root mean square residual; ∆CFI = change in CFI. *p < .05, **p < .01, ***p < .001.
Click to expand |
Table 10.24. Measurement Invariance by Country of Residence: Conners 4 Teacher
Scales |
Model |
χ2 |
df |
RMSEA |
CFI |
TLI |
SRMR |
Comparison |
Satorra-Bentler χ2 |
df |
∆CFI |
Content Scales |
Configural |
12248.98*** |
3274 |
.044 |
.971 |
.970 |
.052 |
— |
|||
Threshold |
12231.60*** |
3333 |
.043 |
.972 |
.971 |
.052 |
configural v. threshold |
60.41 |
59 |
.001 |
|
Loading |
12087.58*** |
3386 |
.042 |
.972 |
.972 |
.052 |
threshold v. loading |
66.61 |
53 |
.000 |
|
Intercept |
11803.73*** |
3439 |
.041 |
.973 |
.974 |
.052 |
loading v. intercept |
69.07 |
53 |
.001 |
|
Impairment & Functional Outcome Scales |
Configural |
1426.14*** |
106 |
.093 |
.981 |
.976 |
.054 |
— |
|||
Threshold |
1466.93*** |
118 |
.089 |
.980 |
.978 |
.054 |
configural v. threshold |
13.63 |
12 |
.001 |
|
Loading |
1410.26*** |
128 |
.084 |
.981 |
.981 |
.054 |
threshold v. loading |
9.72 |
10 |
.001 |
|
Intercept |
1350.45*** |
138 |
.078 |
.982 |
.983 |
.054 |
loading v. intercept |
11.42 |
10 |
.001 |
|
DSM Oppositional Defiant Disorder Symptoms Scale |
Configural |
992.76*** |
70 |
.096 |
.986 |
.982 |
.036 |
— |
|||
Threshold |
989.52*** |
80 |
.089 |
.986 |
.985 |
.036 |
configural v. threshold |
10.18 |
10 |
.000 |
|
Loading |
926.14*** |
89 |
.081 |
.987 |
.987 |
.036 |
threshold v. loading |
8.44 |
9 |
.001 |
|
Intercept |
852.16*** |
98 |
.073 |
.989 |
.990 |
.036 |
loading v. intercept |
11.36 |
9 |
.002 |
|
DSM Conduct Disorder Symptoms Scale |
Configural |
835.26*** |
130 |
.062 |
.967 |
.960 |
.109 |
— |
|||
Threshold |
853.18*** |
142 |
.059 |
.967 |
.963 |
.109 |
configural v. threshold |
10.14 |
12 |
.000 |
|
Loading |
790.80*** |
154 |
.054 |
.970 |
.970 |
.109 |
threshold v. loading |
10.97 |
12 |
.003 |
|
Intercept |
747.30*** |
165 |
.050 |
.973 |
.974 |
.109 |
loading v. intercept |
14.39 |
11 |
.003 |
Note. N = 2,563 Americans; N = 301 Canadians. RMSEA = Root mean square error of approximation; CFI = Comparative Fit Index; TLI = Tucker-Lewis Index; SRMR = Standardized root mean square residual; ∆CFI = change in CFI. *p < .05, **p < .01, ***p < .001.
Click to expand |
Table 10.25. Differential Test Functioning Effect Sizes by Country of Residence
Scale |
Parent |
Teacher |
Self-Report |
|
Content Scales |
Inattention/Executive Dysfunction |
−.01 |
.03 |
.00 |
Hyperactivity |
.03 |
.01 |
.02 |
|
Impulsivity |
.00 |
.01 |
−.04 |
|
Emotional Dysregulation |
.01 |
−.01 |
.05 |
|
Depressed Mood |
.01 |
−.06 |
−.05 |
|
Anxious Thoughts |
−.01 |
−.01 |
.03 |
|
Impairment & Functional Outcome Scales |
Schoolwork |
.01 |
−.04 |
.00 |
Peer Interactions |
.03 |
.01 |
.00 |
|
Family Life |
−.02 |
— |
.01 |
|
DSM Symptom Scales |
Oppositional Defiant Disorder Symptoms |
.01 |
−.01 |
−.02 |
Conduct Disorder Symptoms |
−.01 |
.03 |
.01 |
Note. Values presented are expected test score standardized differences (ETSSD); guidelines for interpreting |ETSSD|: negligible effect size < 0.20; small effect size = 0.20 to 0.49; medium effect size = 0.50 to 0.79; large effect size ≥ 0.80. Positive ETSSD values indicate that Canadian youth received higher scores than American youth who had the same level of the construct being measured.
Click to expand |
Table 10.26. Group Differences by Country of Residence: Conners 4 Parent
Scale |
U.S. |
Canada |
Cohen’s d |
F |
p |
η2 |
||
Content Scales |
Inattention/Executive
|
M |
51.1 |
50.4 |
0.07 |
0.18 |
.671 |
.00 |
SD |
10.8 |
9.7 |
||||||
Hyperactivity |
M |
50.8 |
50.5 |
0.03 |
0.04 |
.851 |
.00 |
|
SD |
9.2 |
10.8 |
||||||
Impulsivity |
M |
49.6 |
50.8 |
−0.12 |
0.51 |
.475 |
.00 |
|
SD |
9.2 |
9.9 |
||||||
Emotional Dysregulation |
M |
50.8 |
50.3 |
0.05 |
0.11 |
.744 |
.00 |
|
SD |
10.4 |
10.1 |
||||||
Depressed Mood |
M |
50.2 |
50.9 |
−0.06 |
0.13 |
.718 |
.00 |
|
SD |
9.6 |
12.4 |
||||||
Anxious Thoughts |
M |
49.8 |
51.0 |
−0.13 |
0.58 |
.449 |
.00 |
|
SD |
8.6 |
10.2 |
||||||
Impairment & Functional Outcome Scales |
Schoolwork |
M |
51.4 |
50.0 |
0.14 |
0.68 |
.411 |
.00 |
SD |
11.1 |
9.3 |
||||||
Peer Interactions |
M |
50.4 |
49.9 |
0.05 |
0.08 |
.773 |
.00 |
|
SD |
10.4 |
9.1 |
||||||
Family Life |
M |
50.2 |
50.1 |
0.01 |
0.00 |
.948 |
.00 |
|
SD |
10.8 |
9.4 |
||||||
DSM Symptom Scales |
Oppositional Defiant Disorder Symptoms |
M |
49.3 |
49.9 |
−0.06 |
0.14 |
.711 |
.00 |
SD |
9.7 |
9.7 |
||||||
Conduct Disorder Symptoms |
M |
50.0 |
51.3 |
−0.13 |
0.60 |
.440 |
.00 |
|
SD |
8.7 |
11.2 |
Note. Guidelines for interpreting η2: negligible effect size < .01; small effect size = .01 to .05; medium effect size = .06 to .13; large effect size ≥ .14. Guidelines for interpreting Cohen’s |d|: negligible effect size < 0.20; small effect size = 0.20 to 0.49; medium effect size = 0.50 to 0.79; large effect size ≥ 0.80. A positive Cohen’s d value indicates that ratings of American youth resulted in higher scores than ratings of Canadian youth.
Click to expand |
Table 10.27. Group Differences by Country of Residence: Conners 4 Teacher
Scale |
U.S. |
Canada |
Cohen’s d |
F |
p |
η2 |
||
Content Scales |
Inattention/Executive
|
M |
49.2 |
48.6 |
0.06 |
0.21 |
.648 |
.00 |
SD |
10.2 |
9.4 |
||||||
Hyperactivity |
M |
50.3 |
49.0 |
0.14 |
1.12 |
.291 |
.00 |
|
SD |
9.8 |
9.1 |
||||||
Impulsivity |
M |
49.4 |
48.5 |
0.10 |
0.57 |
.453 |
.00 |
|
SD |
9.2 |
9.0 |
||||||
Emotional Dysregulation |
M |
49.3 |
48.9 |
0.04 |
0.12 |
.734 |
.00 |
|
SD |
8.6 |
9.4 |
||||||
Depressed Mood |
M |
50.1 |
49.5 |
0.06 |
0.21 |
.648 |
.00 |
|
SD |
9.4 |
10.8 |
||||||
Anxious Thoughts |
M |
50.6 |
49.1 |
0.15 |
1.33 |
.250 |
.01 |
|
SD |
9.5 |
10.2 |
||||||
Impairment & Functional Outcome Scales |
Schoolwork |
M |
48.3 |
48.7 |
−0.04 |
0.10 |
.752 |
.00 |
SD |
10.4 |
9.2 |
||||||
Peer Interactions |
M |
49.1 |
49.0 |
0.01 |
0.01 |
.927 |
.00 |
|
SD |
9.3 |
8.9 |
||||||
DSM Symptom Scales |
Oppositional Defiant Disorder Symptoms |
M |
48.9 |
48.9 |
0.00 |
0.00 |
.998 |
.00 |
SD |
8.2 |
8.7 |
||||||
Conduct Disorder Symptoms |
M |
49.5 |
50.4 |
−0.08 |
0.42 |
.518 |
.00 |
|
SD |
8.6 |
13.5 |
Note. Guidelines for interpreting η2: negligible effect size < .01; small effect size = .01 to .05; medium effect size = .06 to .13; large effect size ≥ .14. Guidelines for interpreting Cohen’s |d|: negligible effect size < 0.20; small effect size = 0.20 to 0.49; medium effect size = 0.50 to 0.79; large effect size ≥ 0.80. A positive Cohen’s d value indicates that ratings of American youth resulted in higher scores than ratings of Canadian youth.
Click to expand |
Table 10.28. Group Differences by Country of Residence: Conners 4 Self-Report
Scale |
U.S. |
Canada |
Cohen’s d |
F |
p |
η2 |
||
Content Scales |
Inattention/Executive
|
M |
50.9 |
50.1 |
0.10 |
0.37 |
.543 |
.00 |
SD |
9.6 |
8.6 |
||||||
Hyperactivity |
M |
52.7 |
49.6 |
0.31 |
3.87 |
.051 |
.02 |
|
SD |
10.3 |
9.3 |
||||||
Impulsivity |
M |
51.9 |
49.2 |
0.28 |
3.01 |
.085 |
.02 |
|
SD |
10.4 |
9.1 |
||||||
Emotional Dysregulation |
M |
50.6 |
50.8 |
−0.02 |
0.02 |
.902 |
.00 |
|
SD |
9.1 |
9.3 |
||||||
Depressed Mood |
M |
50.7 |
52.1 |
−0.14 |
0.79 |
.374 |
.00 |
|
SD |
10.3 |
8.8 |
||||||
Anxious Thoughts |
M |
51.1 |
50.9 |
0.01 |
0.01 |
.942 |
.00 |
|
SD |
10.4 |
9.8 |
||||||
Impairment & Functional Outcome Scales |
Schoolwork |
M |
50.8 |
50.1 |
0.08 |
0.25 |
.619 |
.00 |
SD |
10.0 |
8.8 |
||||||
Peer Interactions |
M |
50.9 |
49.6 |
0.12 |
0.61 |
.436 |
.00 |
|
SD |
10.0 |
9.8 |
||||||
Family Life |
M |
51.5 |
48.8 |
0.30 |
3.61 |
.059 |
.02 |
|
SD |
9.8 |
8.2 |
||||||
DSM Symptom Scales |
Oppositional Defiant Disorder Symptoms |
M |
51.7 |
51.0 |
0.08 |
0.24 |
.626 |
.00 |
SD |
10.8 |
8.3 |
||||||
Conduct Disorder Symptoms |
M |
51.5 |
51.3 |
0.02 |
0.02 |
.902 |
.00 |
|
SD |
9.7 |
11.5 |
Note. Guidelines for interpreting η2: negligible effect size < .01; small effect size = .01 to .05; medium effect size = .06 to .13; large effect size ≥ .14. Guidelines for interpreting Cohen’s |d|: negligible effect size < 0.20; small effect size = 0.20 to 0.49; medium effect size = 0.50 to 0.79; large effect size ≥ 0.80. A positive Cohen’s d value indicates that American youth had higher scores than Canadian youth.
Click to expand |
Table 10.29. Measurement Invariance by Parental Education Level: Conners 4 Parent
Scales |
Model |
χ2 |
df |
RMSEA |
CFI |
TLI |
SRMR |
Comparison |
Satorra-Bentler χ2 |
df |
∆CFI |
Content Scales |
Configural |
12264.25*** |
3274 |
.041 |
.970 |
.968 |
.040 |
— |
|||
Threshold |
12325.98*** |
3333 |
.041 |
.970 |
.969 |
.040 |
configural v. threshold |
69.44 |
59 |
.000 |
|
Loading |
12241.09*** |
3386 |
.040 |
.970 |
.970 |
.040 |
threshold v. loading |
62.46 |
53 |
.000 |
|
Intercept |
12252.05*** |
3439 |
.040 |
.970 |
.970 |
.041 |
loading v. intercept |
179.92*** |
53 |
.000 |
|
Impairment & Functional Outcome Scales |
Configural |
2356.76*** |
298 |
.065 |
.981 |
.978 |
.044 |
— |
|||
Threshold |
2413.44*** |
317 |
.064 |
.980 |
.979 |
.044 |
configural v. threshold |
26.96 |
19 |
.001 |
|
Loading |
2363.96*** |
333 |
.061 |
.981 |
.981 |
.044 |
threshold v. loading |
26.48* |
16 |
.001 |
|
Intercept |
2368.02*** |
349 |
.060 |
.981 |
.982 |
.045 |
loading v. intercept |
56.25*** |
16 |
.000 |
|
DSM Oppositional Defiant Disorder Symptoms Scale |
Configural |
968.17*** |
70 |
.089 |
.980 |
.974 |
.039 |
— |
|||
Threshold |
1001.73*** |
80 |
.084 |
.979 |
.977 |
.039 |
configural v. threshold |
9.50 |
10 |
.001 |
|
Loading |
952.01*** |
89 |
.077 |
.981 |
.980 |
.039 |
threshold v. loading |
8.91 |
9 |
.002 |
|
Intercept |
918.53*** |
98 |
.072 |
.982 |
.983 |
.039 |
loading v. intercept |
26.64** |
9 |
.001 |
|
DSM Conduct Disorder Symptoms Scale |
Configural |
1191.07*** |
180 |
.059 |
.967 |
.961 |
.080 |
— |
|||
Threshold |
1223.70*** |
195 |
.057 |
.966 |
.964 |
.080 |
configural v. threshold |
17.11 |
15 |
.001 |
|
Loading |
1226.59*** |
209 |
.055 |
.967 |
.967 |
.081 |
threshold v. loading |
32.73** |
14 |
.001 |
|
Intercept |
1074.94*** |
223 |
.049 |
.972 |
.974 |
.081 |
loading v. intercept |
20.82 |
14 |
.005 |
Note. N = 855 youth whose parents have a high school education or less (PEL 1 or PEL 2); N = 2,385 youth whose parents have a post-secondary education (PEL 3, PEL 4, or PEL 5). RMSEA = Root mean square error of approximation; CFI = Comparative Fit Index; TLI = Tucker-Lewis Index; SRMR = Standardized root mean square residual; RMSEA = Root mean square error of approximation; ∆CFI = change in CFI. * p < .05, ** p < .01, ***p < .001.
Click to expand |
Table 10.30. Measurement Invariance by Parental Education Level: Conners 4 Self-Report
Scales |
Model |
χ2 |
df |
RMSEA |
CFI |
TLI |
SRMR |
Comparison |
Satorra-Bentler χ2 |
df |
∆CFI |
Content Scales |
Configural |
7056.41*** |
3390 |
.037 |
.956 |
.954 |
.051 |
— |
|||
Threshold |
7119.01*** |
3450 |
.037 |
.956 |
.955 |
.051 |
configural v. threshold |
58.60 |
60 |
.000 |
|
Loading |
7100.77*** |
3504 |
.036 |
.957 |
.956 |
.051 |
threshold v. loading |
69.40 |
54 |
.001 |
|
Intercept |
7081.25*** |
3558 |
.035 |
.958 |
.958 |
.051 |
loading v. intercept |
87.12** |
54 |
.001 |
|
Impairment & Functional Outcome Scales |
Configural |
1269.45*** |
298 |
.064 |
.947 |
.939 |
.064 |
— |
|||
Threshold |
1303.50*** |
317 |
.063 |
.946 |
.941 |
.064 |
configural v. threshold |
14.78 |
19 |
.001 |
|
Loading |
1251.52*** |
333 |
.059 |
.949 |
.948 |
.064 |
threshold v. loading |
19.87 |
16 |
.003 |
|
Intercept |
1203.01*** |
349 |
.056 |
.953 |
.954 |
.065 |
loading v. intercept |
16.43 |
16 |
.004 |
|
DSM ODD |
Configural |
624.32*** |
70 |
.100 |
.941 |
.925 |
.065 |
— |
|||
Threshold |
659.13*** |
80 |
.096 |
.939 |
.931 |
.065 |
configural v. threshold |
10.91 |
10 |
.002 |
|
Loading |
600.51*** |
89 |
.085 |
.946 |
.945 |
.065 |
threshold v. loading |
5.60 |
9 |
.007 |
|
Intercept |
563.97*** |
98 |
.077 |
.951 |
.955 |
.065 |
loading v. intercept |
11.02 |
9 |
.005 |
|
DSM CD |
Configural |
571.25*** |
180 |
.052 |
.946 |
.937 |
.084 |
— |
|||
Threshold |
593.97*** |
194 |
.051 |
.945 |
.940 |
.084 |
configural v. threshold |
21.24 |
14 |
.001 |
|
Loading |
576.54*** |
208 |
.047 |
.949 |
.948 |
.084 |
threshold v. loading |
12.07 |
14 |
.004 |
|
Intercept |
528.31*** |
222 |
.042 |
.958 |
.960 |
.086 |
loading v. intercept |
16.83 |
14 |
.009 |
Note. N = 530 youth whose parents have a high school education or less (PEL 1 or PEL 2); N = 1,057 youth whose parents have a post-secondary education (PEL 3, PEL 4, or PEL 5). RMSEA = Root mean square error of approximation; CFI = Comparative Fit Index; TLI = Tucker-Lewis Index; SRMR = Standardized root mean square residual; RMSEA = Root mean square error of approximation; ∆CFI = change in CFI. * p < .05, ** p < .01, ***p < .001.
Click to expand |
Table 10.31. Differential Test Functioning Effect Sizes by Parental Education Level
Scale |
Parent |
Self-Report |
|
Content Scales |
Inattention/Executive Dysfunction |
.03 |
−.02 |
Hyperactivity |
−.04 |
.02 |
|
Impulsivity |
.00 |
−.04 |
|
Emotional Dysregulation |
.02 |
.05 |
|
Depressed Mood |
−.02 |
−.04 |
|
Anxious Thoughts |
.03 |
.03 |
|
Impairment & Functional
|
Schoolwork |
.03 |
−.02 |
Peer Interactions |
−.02 |
.00 |
|
Family Life |
−.08 |
.04 |
|
DSM Symptom Scales |
Oppositional Defiant Disorder Symptoms |
.00 |
−.03 |
Conduct Disorder Symptoms |
.00 |
.03 |
Note. Values presented are expected test score standardized differences (ETSSD); guidelines for interpreting |ETSSD|: negligible effect size < 0.20; small effect size = 0.20 to 0.49; medium effect size = 0.50 to 0.79; large effect size ≥ 0.80|. Positive ETSSD values indicate that higher scores would be observed for youth whose parents do not have post-secondary education (PEL 1 and PEL 2) relative to youth whose parents have post-secondary education (PEL 3, PEL 4, and PEL 5) with the same level of the construct being measured.
Click to expand |
Table 10.32a. Group Differences by Parental Education Level: Conners 4 Parent
Scale |
PEL 1 |
PEL 2 |
PEL 3 |
PEL 4 |
PEL 5 |
F |
p |
Partial η2 |
Significant
|
||
Content Scales |
Inattention/Executive
|
EMM |
56.0 |
54.7 |
55.3 |
54.7 |
54.8 |
0.88 |
.472 |
.00 |
— |
SD |
12.1 |
14.6 |
14.6 |
12.2 |
11.2 |
||||||
Hyperactivity |
EMM |
55.6 |
54.1 |
53.3 |
53.4 |
52.2 |
3.16 |
.013 |
.01 |
— |
|
SD |
12.7 |
15.4 |
15.3 |
12.8 |
11.8 |
||||||
Impulsivity |
EMM |
55.8 |
53.9 |
53.0 |
53.3 |
53.1 |
3.12 |
.014 |
.01 |
— |
|
SD |
12.6 |
15.2 |
15.2 |
12.7 |
11.7 |
||||||
Emotional |
EMM |
54.7 |
53.6 |
52.8 |
52.9 |
53.1 |
1.49 |
.203 |
.00 |
— |
|
SD |
12.6 |
15.3 |
15.2 |
12.7 |
11.7 |
||||||
Depressed Mood |
EMM |
54.7 |
52.6 |
52.9 |
53.2 |
53.1 |
1.58 |
.178 |
.00 |
— |
|
SD |
12.8 |
15.5 |
15.5 |
12.9 |
11.9 |
||||||
Anxious Thoughts |
EMM |
54.7 |
53.3 |
52.8 |
53.8 |
52.9 |
1.49 |
.204 |
.00 |
— |
|
SD |
12.8 |
15.5 |
15.5 |
12.9 |
11.9 |
||||||
Impairment & Functional Outcome Scales |
Schoolwork |
EMM |
56.1 |
54.0 |
54.6 |
53.4 |
53.2 |
3.16 |
.014 |
.01 |
— |
SD |
12.3 |
14.9 |
14.9 |
12.4 |
11.4 |
||||||
Peer |
EMM |
56.6 |
53.8 |
52.9 |
53.9 |
53.4 |
4.89 |
.001 |
.01 |
PEL 1 > PEL 3 |
|
SD |
12.5 |
15.2 |
15.1 |
12.6 |
11.6 |
||||||
Family Life |
EMM |
55.9 |
53.7 |
53.6 |
53.7 |
54.6 |
2.34 |
.053 |
.01 |
— |
|
SD |
12.5 |
15.1 |
15.0 |
12.6 |
11.6 |
||||||
DSM Symptom Scales |
Oppositional Defiant Disorder Symptoms |
EMM |
54.8 |
53.1 |
52.8 |
52.5 |
53.7 |
1.89 |
.109 |
.00 |
— |
SD |
12.7 |
15.4 |
15.4 |
12.8 |
11.8 |
||||||
Conduct |
EMM |
54.7 |
50.7 |
50.1 |
50.9 |
50.8 |
7.14 |
< .001 |
.02 |
PEL 1 > PEL 2, PEL 3, PEL 4, PEL 5 |
|
SD |
13.1 |
15.8 |
15.8 |
13.2 |
12.1 |
Note. EMM = estimated marginal means. PEL = Parental Education level; PEL 1 = No high school diploma; PEL 2 = High school diploma/GED; PEL 3 = Some college or associate’s degree; PEL 4 = Bachelor’s degree; PEL 5 = Graduate or professional degree. Guidelines for interpreting η2: negligible effect size < .01; small effect size = .01 to .05; medium effect size = .06 to .13; large effect size ≥ .14.
Click to expand |
Table 10.32b. Group Differences by Parental Education Level: Conners 4 Parent Effect Sizes
Scale |
Parental Education Level |
||||||||||
1 vs. 2 |
1 vs. 3 |
1 vs. 4 |
1 vs. 5 |
2 vs. 3 |
2 vs. 4 |
2 vs. 5 |
3 vs. 4 |
3 vs. 5 |
4 vs. 5 |
||
Content Scales |
Inattention/Executive
|
0.09 |
0.05 |
0.11 |
0.11 |
−0.04 |
0.01 |
0.00 |
0.05 |
0.04 |
−0.01 |
Hyperactivity |
0.10 |
0.16 |
0.17 |
0.27 |
0.06 |
0.05 |
0.13 |
−0.01 |
0.07 |
0.09 |
|
Impulsivity |
0.13 |
0.20 |
0.20 |
0.22 |
0.06 |
0.05 |
0.06 |
−0.02 |
−0.01 |
0.01 |
|
Emotional Dysregulation |
0.08 |
0.13 |
0.14 |
0.13 |
0.05 |
0.05 |
0.04 |
−0.01 |
−0.02 |
−0.01 |
|
Depressed Mood |
0.14 |
0.12 |
0.12 |
0.13 |
−0.02 |
−0.04 |
−0.03 |
−0.02 |
−0.01 |
0.01 |
|
Anxious Thoughts |
0.10 |
0.13 |
0.07 |
0.14 |
0.03 |
−0.04 |
0.03 |
−0.07 |
−0.01 |
0.07 |
|
Impairment & Functional Outcome Scales |
Schoolwork |
0.15 |
0.11 |
0.22 |
0.25 |
−0.04 |
0.04 |
0.06 |
0.09 |
0.10 |
0.02 |
Peer Interactions |
0.20 |
0.26 |
0.21 |
0.27 |
0.06 |
−0.01 |
0.03 |
−0.07 |
−0.03 |
0.04 |
|
Family Life |
0.15 |
0.16 |
0.17 |
0.10 |
0.01 |
0.00 |
−0.06 |
−0.01 |
−0.08 |
−0.07 |
|
DSM Symptom Scales |
Oppositional Defiant Disorder Symptoms |
0.12 |
0.14 |
0.18 |
0.09 |
0.02 |
0.04 |
−0.04 |
0.02 |
−0.06 |
−0.09 |
Conduct Disorder Symptoms |
0.26 |
0.31 |
0.28 |
0.31 |
0.04 |
−0.02 |
−0.01 |
−0.06 |
−0.05 |
0.01 |
Note. Parental Education Levels: 1 = No high school diploma; 2 = High school diploma/GED; 3 = Some college or associate’s degree; 4 = Bachelor’s degree; 5 = Graduate or professional degree. Values presented are Cohen’s d effect size estimates; guidelines for interpreting Cohen’s |d|: negligible effect size < 0.20; small effect size = 0.20 to 0.49; medium effect size = 0.50 to 0.79; large effect size ≥ 0.80.
Click to expand |
Table 10.33a. Group Differences by Parental Education Level: Conners 4 Self-Report
Scale |
PEL 1 |
PEL 2 |
PEL 3 |
PEL 4 |
PEL 5 |
F |
p |
Partial η2 |
||
Content Scales |
Inattention/Executive
|
EMM |
52.6 |
53.3 |
52.9 |
52.2 |
53.4 |
0.55 |
.697 |
.00 |
SD |
11.9 |
13.5 |
14.0 |
12.2 |
11.6 |
|||||
Hyperactivity |
EMM |
51.8 |
52.9 |
51.8 |
51.6 |
52.6 |
0.79 |
.534 |
.00 |
|
SD |
12.1 |
13.7 |
14.1 |
12.4 |
11.7 |
|||||
Impulsivity |
EMM |
52.7 |
51.6 |
51.7 |
51.4 |
51.8 |
0.40 |
.806 |
.00 |
|
SD |
12.2 |
13.8 |
14.3 |
12.5 |
11.8 |
|||||
Emotional
|
EMM |
51.5 |
51.5 |
51.9 |
51.3 |
52.6 |
0.45 |
.774 |
.00 |
|
SD |
12.2 |
13.8 |
14.2 |
12.5 |
11.8 |
|||||
Depressed Mood |
EMM |
52.6 |
51.4 |
52.7 |
52.5 |
52.0 |
0.85 |
.494 |
.00 |
|
SD |
12.2 |
13.8 |
14.3 |
12.5 |
11.9 |
|||||
Anxious Thoughts |
EMM |
51.2 |
51.6 |
52.4 |
52.5 |
52.5 |
0.70 |
.590 |
.00 |
|
SD |
12.2 |
13.8 |
14.2 |
12.5 |
11.8 |
|||||
Impairment & Functional Outcome Scales |
Schoolwork |
EMM |
53.0 |
52.4 |
53.2 |
51.6 |
52.0 |
1.02 |
.398 |
.00 |
SD |
12.0 |
13.6 |
14.1 |
12.3 |
11.7 |
|||||
Peer |
EMM |
52.5 |
52.0 |
51.9 |
52.0 |
51.0 |
0.48 |
.754 |
.00 |
|
SD |
12.2 |
13.8 |
14.3 |
12.5 |
11.9 |
|||||
Family Life |
EMM |
51.3 |
51.3 |
51.6 |
51.4 |
51.7 |
0.07 |
.991 |
.00 |
|
SD |
12.4 |
14.0 |
14.5 |
12.7 |
12.1 |
|||||
DSM Symptom Scales |
Oppositional Defiant Disorder Symptoms |
EMM |
51.2 |
51.3 |
51.3 |
50.5 |
51.4 |
0.29 |
.883 |
.00 |
SD |
12.3 |
13.9 |
14.4 |
12.6 |
11.9 |
|||||
Conduct |
EMM |
51.2 |
50.5 |
50.4 |
48.6 |
49.6 |
1.75 |
.136 |
.01 |
|
SD |
12.6 |
14.3 |
14.8 |
12.9 |
12.3 |
Note. EMM = estimated marginal means. PEL = Parental Education level; PEL 1 = No high school diploma; PEL 2 = High school diploma/GED; PEL 3 = Some college or associate’s degree; PEL 4 = Bachelor’s degree; PEL 5 = Graduate or professional degree. Guidelines for interpreting η2: negligible effect size < .01; small effect size = .01 to .05; medium effect size = .06 to .13; large effect size ≥ .14.
Click to expand |
Table 10.33b. Group Differences by Parental Education Level: Conners 4 Self-Report Effect Sizes
Scale |
Parental Education Level |
||||||||||
1 vs. 2 |
1 vs. 3 |
1 vs. 4 |
1 vs. 5 |
2 vs. 3 |
2 vs. 4 |
2 vs. 5 |
3 vs. 4 |
3 vs. 5 |
4 vs. 5 |
||
Content Scales |
Inattention/Executive
|
−0.05 |
−0.02 |
0.04 |
−0.07 |
0.03 |
0.09 |
−0.01 |
0.05 |
−0.04 |
−0.10 |
Hyperactivity |
−0.08 |
0.00 |
0.02 |
−0.07 |
0.08 |
0.10 |
0.02 |
0.01 |
−0.06 |
−0.08 |
|
Impulsivity |
0.09 |
0.07 |
0.11 |
0.08 |
−0.01 |
0.01 |
−0.01 |
0.02 |
−0.01 |
−0.03 |
|
Emotional Dysregulation |
0.00 |
−0.03 |
0.01 |
−0.09 |
−0.03 |
0.01 |
−0.08 |
0.04 |
−0.05 |
−0.10 |
|
Depressed Mood |
0.09 |
−0.01 |
0.01 |
0.05 |
−0.10 |
−0.08 |
−0.05 |
0.02 |
0.06 |
0.04 |
|
Anxious Thoughts |
−0.03 |
−0.09 |
−0.11 |
−0.11 |
−0.06 |
−0.07 |
−0.07 |
−0.01 |
−0.01 |
0.00 |
|
Impairment & Functional Outcome Scales |
Schoolwork |
0.04 |
−0.02 |
0.11 |
0.08 |
−0.05 |
0.07 |
0.04 |
0.12 |
0.09 |
−0.03 |
Peer Interactions |
0.04 |
0.04 |
0.04 |
0.13 |
0.00 |
0.00 |
0.08 |
0.00 |
0.07 |
0.09 |
|
Family Life |
0.00 |
−0.02 |
−0.01 |
−0.04 |
−0.02 |
−0.01 |
−0.03 |
0.02 |
−0.01 |
−0.03 |
|
DSM Symptom Scales |
Oppositional Defiant Disorder Symptoms |
−0.01 |
−0.01 |
0.06 |
−0.02 |
0.00 |
0.06 |
−0.01 |
0.06 |
−0.01 |
−0.08 |
Conduct Disorder Symptoms |
0.06 |
0.06 |
0.21 |
0.13 |
0.01 |
0.14 |
0.06 |
0.13 |
0.05 |
−0.08 |
Note. Parental Education Levels: 1 = No high school diploma; 2 = High school diploma/GED; 3 = Some college or associate’s degree; 4 = Bachelor’s degree; 5 = Graduate or professional degree. Values presented are Cohen’s d effect size estimates; guidelines for interpreting Cohen’s |d|: negligible effect size < 0.20; small effect size = 0.20 to 0.49; medium effect size = 0.50 to 0.79; large effect size ≥ 0.80.
Click to expand |
Table 10.34a. Demographic Group Differences in Self-Harm Critical Items: Gender
Form |
Self-Harm Critical Item Stem |
Endorsement (%) |
Cliff’s d |
|
Male |
Female |
|||
Parent |
Harming self deliberately |
4.5 |
4.7 |
.00 |
Talking about suicide |
4.7 |
3.3 |
−.01 |
|
Planning or attempting suicide |
3.3 |
3.3 |
.00 |
|
Teacher |
Harming self deliberately |
4.2 |
3.0 |
−.01 |
Talking about suicide |
3.6 |
3.0 |
−.01 |
|
Planning or attempting suicide |
2.5 |
3.0 |
.00 |
|
Self-Report |
Harming self deliberately |
16.8 |
16.1 |
.00 |
Planning or attempting to harm self |
14.9 |
15.5 |
−.01 |
|
Thinking about harming self |
16.5 |
21.1 |
−.04 |
Note. Self-Harm Critical Items are considered endorsed with an item response ≥ 1. Guidelines for interpreting Cliff’s |d|: negligible effect size < .15; small effect size = .15 to .32; medium effect size = .33 to .46; large effect size ≥ .47. Positive values indicate that the second group in the comparison provided higher ratings than the group listed first.
Click to expand |
Table 10.34b. Demographic Group Differences in Self-Harm Critical Items: U.S. Race/Ethnicity
Form |
Self-Harm Critical Item Stem |
Endorsement (%) |
Cliff’s d |
Endorsement (%) |
Cliff’s d |
Endorsement (%) |
Cliff’s d |
|||
White |
Black |
White |
Hispanic |
White |
Asian |
|||||
Parent |
Harming self deliberately |
2.8 |
2.8 |
.00 |
4.3 |
4.8 |
.01 |
2.0 |
2.0 |
.00 |
Talking about suicide |
5.1 |
4.5 |
−.01 |
3.7 |
2.7 |
−.01 |
2.0 |
5.9 |
.04 |
|
Planning or attempting suicide |
4.0 |
4.0 |
.00 |
3.7 |
3.7 |
.00 |
2.0 |
3.9 |
.02 |
|
Teacher |
Harming self deliberately |
5.2 |
4.7 |
−.01 |
4.7 |
1.3 |
−.03 |
4.7 |
2.3 |
−.02 |
Talking about suicide |
2.1 |
4.7 |
.03 |
1.3 |
2.7 |
.01 |
2.3 |
4.7 |
.02 |
|
Planning or attempting suicide |
3.6 |
3.6 |
.00 |
2.7 |
1.3 |
−.01 |
2.3 |
7.0 |
.05 |
|
Self-Report |
Harming self deliberately |
17.8 |
16.3 |
−.02 |
16.3 |
18.4 |
.02 |
20.9 |
14.0 |
−.06 |
Planning or attempting to harm self |
13.2 |
16.3 |
.03 |
12.8 |
18.4 |
.06 |
14.0 |
16.3 |
.03 |
|
Thinking about harming self |
19.4 |
17.8 |
−.01 |
19.1 |
19.9 |
.01 |
18.6 |
16.3 |
−.02 |
Note. Self-Harm Critical Items are considered endorsed with an item response ≥ 1. Guidelines for interpreting Cliff’s |d|: negligible effect size < .15; small effect size = .15 to .32; medium effect size = .33 to .46; large effect size ≥ .47. Positive values indicate that the second group in the comparison provided higher ratings than the group listed first.
Click to expand |
Table 10.34c. Demographic Group Differences in Self-Harm Critical Items: Country of Residence
Form |
Self-Harm Critical Item Stem |
Endorsement (%) |
Cliff’s d |
|
U.S. |
Canada |
|||
Parent |
Harming self deliberately |
5.4 |
8.1 |
−.03 |
Talking about suicide |
5.4 |
2.7 |
.03 |
|
Planning or attempting suicide |
5.4 |
4.1 |
.01 |
|
Teacher |
Harming self deliberately |
5.0 |
3.4 |
.02 |
Talking about suicide |
1.7 |
3.4 |
−.02 |
|
Planning or attempting suicide |
2.5 |
3.4 |
−.01 |
|
Self-Report |
Harming self deliberately |
17.5 |
23.8 |
−.07 |
Planning or attempting to harm self |
12.5 |
17.5 |
−.05 |
|
Thinking about harming self |
13.8 |
21.3 |
−.07 |
Note. Self-Harm Critical Items are considered endorsed with an item response ≥ 1. Guidelines for interpreting Cliff’s |d|: negligible effect size < .15; small effect size = .15 to .32; medium effect size = .33 to .46; large effect size ≥ .47. Positive values indicate that the second group in the comparison provided higher ratings than the group listed first.
Click to expand |
Table 10.34d. Demographic Group Differences in Self-Harm Critical Items: Parental Education Level
Form |
Self-Harm Critical Item Stem |
Endorsement (%) |
Cliff’s d |
|
PEL 1–2 |
PEL 3–5 |
|||
Parent |
Harming self deliberately |
5.3 |
3.7 |
.02 |
Talking about suicide |
3.3 |
4.4 |
−.01 |
|
Planning or attempting suicide |
4.0 |
2.8 |
.01 |
|
Teacher |
Harming self deliberately |
— |
— |
— |
Talking about suicide |
— |
— |
— |
|
Planning or attempting suicide |
— |
— |
— |
|
Self-Report |
Harming self deliberately |
15.7 |
15.9 |
.00 |
Planning or attempting to harm self |
13.6 |
14.3 |
−.01 |
|
Thinking about harming self |
16.4 |
19.3 |
−.03 |
Note. Self-Harm Critical Items are considered endorsed with an item response ≥ 1. Guidelines for interpreting Cliff’s |d|: negligible effect size < .15; small effect size = .15 to .32; medium effect size = .33 to .46; large effect size ≥ .47. Positive values indicate that the second group in the comparison provided higher ratings than the group listed first.
Click to expand |
Table 10.35a. Demographic Group Differences in Sleep Problems Indicator Items: Gender
Form |
Sleep Problems Indicator Item Stem |
Endorsement (%) |
Cliff’s d |
|
Male |
Female |
|||
Parent |
Having trouble sleeping |
11.4 |
10.8 |
−.01 |
Appearing tired |
6.5 |
7.3 |
.00 |
|
Teacher |
Appearing tired |
12.3 |
9.0 |
−.06 |
Self-Report |
Having trouble sleeping |
19.3 |
19.6 |
.01 |
Feeling tired |
12.4 |
13.7 |
−.09 |
Note. Sleep Problems Indicator items are considered endorsed with an item response ≥ 2 for trouble sleeping, and an item response of 3 for tiredness. Guidelines for interpreting Cliff’s |d|: negligible effect size < .15; small effect size = .15 to .32; medium effect size = .33 to .46; large effect size ≥ .47. Positive values indicate that the second group in the comparison provided higher ratings than the group listed first.
Click to expand |
Table 10.35b. Demographic Group Differences in Sleep Problems Indicator Items: U.S. Race/Ethnicity
Form |
Sleep Problems Indicator Item Stem |
Endorsement (%) |
Cliff’s d |
Endorsement (%) |
Cliff’s d |
Endorsement (%) |
Cliff’s d |
|||
White |
Black |
White |
Hispanic |
White |
Asian |
|||||
Parent |
Having trouble sleeping |
10.2 |
11.4 |
.02 |
10.2 |
9.6 |
.02 |
9.8 |
3.9 |
.02 |
Appearing tired |
5.1 |
9.1 |
−.01 |
7.0 |
9.6 |
−.01 |
3.9 |
3.9 |
.17 |
|
Teacher |
Appearing tired |
8.3 |
11.5 |
.03 |
6.0 |
10.0 |
.04 |
2.3 |
9.3 |
.02 |
Self-Report |
Having trouble sleeping |
20.9 |
16.3 |
−.16 |
16.3 |
16.3 |
.02 |
14.0 |
23.3 |
.07 |
Feeling tired |
13.2 |
19.4 |
−.01 |
12.8 |
6.4 |
−.07 |
16.3 |
9.3 |
−.22 |
Note. Sleep Problems Indicator items are considered endorsed with an item response ≥ 2 for trouble sleeping, and an item response of 3 for tiredness. Guidelines for interpreting Cliff’s |d|: negligible effect size < .15; small effect size = .15 to .32; medium effect size = .33 to .46; large effect size ≥ .47. Positive values indicate that the second group in the comparison provided higher ratings than the group listed first.
Click to expand |
Table 10.35c. Demographic Group Differences in Sleep Problems Indicator: Country of Residence
Form |
Sleep Problems Indicator Item Stem |
Endorsement (%) |
Cliff’s d |
|
U.S. |
Canada |
|||
Parent |
Having trouble sleeping |
12.2 |
13.5 |
−.08 |
Appearing tired |
6.8 |
9.5 |
.00 |
|
Teacher |
Appearing tired |
8.4 |
7.6 |
.01 |
Self-Report |
Having trouble sleeping |
15.0 |
17.5 |
.05 |
Feeling tired |
13.8 |
21.3 |
−.15 |
Note. Sleep Problems Indicator items are considered endorsed with an item response ≥ 2 for trouble sleeping, and an item response of 3 for tiredness. Guidelines for interpreting Cliff’s |d|: negligible effect size < .15; small effect size = .15 to .32; medium effect size = .33 to .46; large effect size ≥ .47. Positive values indicate that the second group in the comparison provided higher ratings than the group listed first.
Click to expand |
Table 10.35d. Demographic Group Differences in Sleep Problems Indicator: Parental Education Level
Form |
Sleep Problems Indicator Item Stem |
Endorsement (%) |
Cliff’s d |
|
PEL 1–2 |
PEL 3–5 |
|||
Parent |
Having trouble sleeping |
12.4 |
11.8 |
−.02 |
Appearing tired |
7.5 |
8.2 |
−.03 |
|
Self-Report |
Having trouble sleeping |
16.9 |
19.1 |
−.01 |
Feeling tired |
12.9 |
14.0 |
−.08 |
Note. Sleep Problems Indicator items are considered endorsed with an item response ≥ 2 for trouble sleeping, and an item response of 3 for tiredness. Guidelines for interpreting Cliff’s |d|: negligible effect size < .15; small effect size = .15 to .32; medium effect size = .33 to .46; large effect size ≥ .47. Positive values indicate that the second group in the comparison provided higher ratings than the group listed first.