Part 1: Getting Started with the EQ-i 2.0 Part 2: Administering a Self-Report EQ-i 2.0 Part 3: Administering a Multirater EQ 360 2.0 Part 4: Using the Results Part 5: Creating the EQ-i 2.0 and EQ 360 2.0

Appendix A: Standardization, Reliability, and Validity Tables

This appendix details the statistical results pertaining to the standardization, reliability, and validity of the EQ-i® 2.0 and EQ 360® 2.0, as summarized in Standardization, Reliability, and Validity. Please see Standardization, Reliability, and Validity for full interpretive text.


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Table A.1. Demographic Characteristics of EQ-i 2.0 Pilot Data

The following table summarizes the demographic characteristics of the EQ-i 2.0 pilot data. Ideally, pilot data should include representation from a wide range of demographic (gender, age, race, education level) groups, as was the case in the EQ-i 2.0 pilot data.

Demographic

N %

Gender

Male 554 41.2
Female 792 58.8

Age Group (Years)

18–24 586 43.5
25–29 285 21.2
30–34 208 15.5
35–39 163 12.1
40–44 104 7.7

Race/Ethnicity

Black 107 7.9
Hispanic/Latino 124 9.2
White 1,008 74.9
Other 107 7.9

Education Level

High School or Less 280 20.8
Some College/University 447 33.2
College/University or Higher 615 45.7
Missing 4 0.3

Total

1,346 100.0

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Table A.2. Comparison of EQ-i 2.0 Scores in U.S. and Canadian Samples

The following table provides mean and standard deviations of EQ-i 2.0 scores in U.S. and Canadian samples. d values provide an effect size to describe differences between the two countries as small, medium, or large. F and p values provide statistical significance tests for these differences. A lack of meaningful (i.e., |d| ≥ .20) differences between U.S. and Canadian participants supports combining the two countries in the normative sample, as was the case in the EQ-i 2.0 data.

Scale

U.S. Canada d F p

Total EI

M 98.9 99.5 -0.04 0.74 .391
SD 15.4 15.5

Self-Perception Composite

M 99.8 100.1 -0.02 0.21 .646
SD 15.3 15.4
Self-Regard
M 99.1 100.0 -0.06 1.57 .210
SD 14.9 15.0
Self-Actualization
M 100.5 100.7 -0.01 0.07 .789
SD 15.3 15.4
Emotional Self-Awareness
M 99.9 99.6 0.02 0.27 .606
SD 15.3 15.4

Self-Expression Composite

M 98.4 99.1 -0.04 0.85 .358
SD 15.3 15.4
Emotional Expression
M 99.2 99.2 0.00 0.00 .991
SD 15.2 15.3
Assertiveness
M 100.1 100.4 -0.02 0.16 .689
SD 14.9 15.0
Independence
M 97.2 98.4 -0.08 3.22 .073
SD 15.2 15.3

Interpersonal Composite

M 99.6 100.7 -0.07 2.10 .147
SD 15.3 15.4
Interpersonal Relationships
M 99.3 100.4 -0.08 2.68 .102
SD 15.3 15.4
Empathy
M 99.8 100.1 -0.02 0.28 .596
SD 15.2 15.3
Social Responsibility
M 100.1 101.3 -0.08 3.01 .083
SD 15.1 15.2

Decision Making Composite

M 98.5 97.3 0.07 2.56 .109
SD 15.5 15.6
Problem Solving
M 97.8 97.5 0.02 0.14 .710
SD 15.3 15.4
Reality Testing
M 99.9 99.6 0.02 0.11 .739
SD 15.3 15.3
Impulse Control
M 99.0 96.7 0.14 9.64 .002
SD 15.5 15.6

Stress Management Composite

M 98.7 100.2 -0.10 4.84 .028
SD 15.1 15.1
Flexibility
M 98.1 99.7 -0.10 4.89 .027
SD 15.1 15.2
Stress Tolerance
M 99.0 100.2 -0.08 2.76 .097
SD 14.8 14.9
Optimism
M 99.5 100.6 -0.08 2.63 .105
SD 15.2 15.3

Happiness

M 99.6 100.8 -0.08 2.69 .101
SD 15.2 15.3

Note. Sample size ranges (due to missing data): U.S., N = 5,902 to 5,905; Canada, N = 507 to 508. df for F-tests: Total EI = 1, 6407; composite scales = 1, 6406; subscales = 1, 6403. Positive Cohen's d values signify higher means in the U.S. group, negative Cohen's d values signify higher means in the Canadian group. Guidelines for evaluating |d| are .20 = small, .50 = medium, .80 = large.

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Table A.3. Age × Gender Distribution: EQ-i 2.0 Normative Sample

The following table conveys the distribution of EQ-i 2.0 normative sample participants, categorized by age group and gender. An ideal distribution is one that is similarly proportioned across all groups, as was the case in the EQ-i 2.0 normative sample, demonstrating equal representation of all age × gender groups.

Age Group (Years)

Male Female Total
N % N % N %
18–24 200 5.0 200 5.0 400 10.0
25–29 200 5.0 200 5.0 400 10.0
30–34 200 5.0 200 5.0 400 10.0
35–39 200 5.0 200 5.0 400 10.0
40–44 200 5.0 200 5.0 400 10.0
45–49 200 5.0 200 5.0 400 10.0
50–54 200 5.0 200 5.0 400 10.0
55–59 200 5.0 200 5.0 400 10.0
60–64 200 5.0 200 5.0 400 10.0
65+ 200 5.0 200 5.0 400 10.0
Total 2,000 50.0 2,000 50.0 4,000 100.0

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Table A.4. Race/Ethnicity Distribution: EQ-i 2.0 Normative Sample

The following table summarizes the race/ethnicity distribution of the EQ-i 2.0 normative sample along with Census information. Ideally, the normative sample should show race/ethnicity proportions similar to the Census, suggesting the normative sample is representative of the general population. The EQ-i 2.0 normative sample showed percentages within 4% for each racial/ethnic group, suggesting it is very similar to the Census.

Country

Race/Ethnicity

N % Census %

U.S.

Black 410 11.4 12.3
Hispanic/Latino 432 12.0 15.1
White 2,519 70.0 66.0
Other 239 6.6 6.6
Total 3,600 100.0 100.0

Canada

White 315 78.8 80.0
Non-White 85 21.3 20.0
Total 400 100.0 100.0

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Table A.5. Geographic Region Distribution: EQ-i 2.0 Normative Sample

The following table summarizes the geographic region distribution of the EQ-i 2.0 normative sample along with Census information. Ideally, the normative sample should show region proportions similar to the Census. The EQ-i 2.0 normative sample showed percentages within 2% for each region, suggesting it is very similar to the Census.

Country

Region

N % Census %

U.S.

Northeast 655 18.2 18.1
Midwest 793 22.0 21.9
South 1,292 35.9 36.7
West 860 23.9 23.3
Total 3,600 100.0 100.0

Canada

West 54 13.5 13.0
Prairies 72 18.0 17.1
Central 244 61.0 62.4
East 30 7.5 7.3
Total 400 100.0 100.0

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Table A.6. Education Level Distribution: EQ-i 2.0 Normative Sample

The following table summarizes the education level (i.e., highest level of attained education) distribution of the EQ-i 2.0 normative sample along with Census information. Ideally, the normative sample should show education level proportions similar to the Census, as found in the EQ-i 2.0 normative sample (i.e., the sample was within 2% of Census), suggesting the sample is representative of the general population.

Country

Education Level

N % Census %

U.S. and Canada

High school diploma or less 1,751 43.8 46.6
Some college/university 1,119 28.0 27.2
College/university graduate or higher 1,130 28.2 26.2
Total 4,000 100.0 100.0

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Table A.7. Multivariate Effects of Age and Gender: EQ-i 2.0

The following table summarizes the results from the multivariate analyses of covariance (MANCOVAs) conducted on the composite scales and subscales to examine potential effects of gender, age, or the interaction between gender and age on EQ-i 2.0 scores in the normative sample. Wilks’ lambda ranges from 0.00 to 1.00 and depicts the amount of variance not explained by the demographic variable. F and p values convey the statistical significance of the demographic variables. Partial η2 values provide an effect size for describing the effects as small, medium, or large. Meaningful effect sizes (i.e., partial η2 ≥ .01) suggest differences among participants based on the demographic variable.

Analysis

Demographic Variable

Wilks’ Lambda F (df) p Partial η2

Composite Scales

Gender .935 55.56 (5, 3984) < .001 .07
Age .955 9.22 (20, 13214.383) < .001 .01
Gender × Age .989 2.16 (20, 13214.38) .002 .00

Subscales

Gender .842 46.56 (15, 3970) < .001 .16
Age .854 10.03 (64, 15544.13) < .001 .04
Gender × Age .973 1.67 (64, 15544.13) .001 .01

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Table A.8. Effect Sizes for Gender and Age Effects in the EQ-i 2.0 Normative Sample

The following table summarizes the effect sizes for the effects of gender, age, and the gender × age interaction on the EQ-i 2.0 Total EI score, composite scales, and subscales in the normative sample. Meaningful effect sizes (i.e., |d| ≥ .20, partial η2 ≥ .01), which were found for several EQ-i 2.0 composite scales and subscales,  suggest differences among participants based on the demographic variable, and that separate demographic norm groups may be required.

Scale

Gender
(Cohen’s d)
Age
(partial η2)
Gender × Age Interaction
(partial η2)

Total EI

-0.03 .02 .00

Self-Perception Composite

0.02 .01 .00
Self-Regard
0.17 .03 .00
Self-Actualization
0.01 .01 .00
Emotional Self-Awareness
-0.22 .00 .00

Self-Expression Composite

0.01 .02 .00
Emotional Expression
-0.31 .01 .00
Assertiveness
0.19 .00 .00
Independence
0.21 .05 .00

Interpersonal Composite

-0.33 .01 .00
Interpersonal Relationships
-0.18 .01 .00
Empathy
-0.49 .01 .00
Social Responsibility
-0.13 .02 .00

Decision Making Composite

0.11 .02 .00
Problem Solving
0.26 .04 .00
Reality Testing
0.03 .01 .00
Impulse Control
-0.03 .01 .00

Stress Management Composite

0.08 .02 .00
Flexibility
-0.04 .01 .00
Stress Tolerance
0.30 .01 .00
Optimism
-0.06 .02 .00

Happiness

-0.04 .02 .00

Note. N = 4,000. Positive Cohen’s d values represent higher scores in males, negative Cohen’s d values represent higher scores in females. Guidelines for evaluating |d| are .20 = small, .50 = medium, .80 = large. Guidelines for evaluating partial η2 are .01 = small, .06 = medium, .14 = large.

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Table A.9. Gender Differences in EQ-i 2.0 Scores

The following table provides EQ-i 2.0 means and standard deviations for males and females in the normative sample. F and p values convey the statistical significance of gender differences. p values less than .01, which were found for many EQ-i 2.0 composite scales and subscales, suggest significant differences between males and females.

Scale

Male
(N = 2,000)
Female
(N = 1,996)
F
(1, 3985)
p

Total EI

M 99.8 100.2 0.78 .378
SD 15.2 15.2

Self-Perception Composite

M 100.1 99.9 0.28 .598
SD 15.2 15.2
Self-Regard
M 101.3 98.7 27.11 < .001
SD 15.1 15.1
Self-Actualization
M 100.1 99.9 0.14 .711
SD 15.2 15.2
Emotional Self-Awareness
M 98.4 101.7 44.28 < .001
SD 15.3 15.3

Self-Expression Composite

M 100.0 100.0 0.02 .884
SD 15.3 15.3
Emotional Expression
M 97.6 102.4 93.63 < .001
SD 15.2 15.2
Assertiveness
M 101.4 98.6 32.76 < .001
SD 15.3 15.3
Independence
M 101.6 98.5 41.62 < .001
SD 14.9 14.9

Interpersonal Composite

M 97.5 102.5 101.97 < .001
SD 15.1 15.1
Interpersonal Relationships
M 98.6 101.4 31.83 < .001
SD 15.3 15.3
Empathy
M 96.3 103.7 232.15 < .001
SD 14.9 14.9
Social Responsibility
M 99.0 101.0 16.18 < .001
SD 15.1 15.1

Decision Making Composite

M 100.9 99.1 12.41 < .001
SD 15.1 15.1
Problem Solving
M 102.0 98.1 63.84 < .001
SD 14.9 14.9
Reality Testing
M 100.2 99.8 0.62 .431
SD 15.3 15.3
Impulse Control
M 99.8 100.2 0.85 .358
SD 15.3 15.3

Stress Management Composite

M 100.6 99.4 6.15 .013
SD 15.2 15.2
Flexibility
M 99.7 100.3 1.74 .188
SD 15.3 15.3
Stress Tolerance
M 102.2 97.8 83.72 < .001
SD 15.0 15.0
Optimism
M 99.5 100.5 3.68 .055
SD 15.2 15.2

Happiness

M 99.7 100.3 1.66 .197
SD 15.2 15.2

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Table A.10. Age Differences in EQ-i 2.0 Scores

The following table provides means and standard deviations for the EQ-i 2.0 Total EI score, composite scales, and subscales for the various age groups in the EQ-i 2.0 normative sample. F and p values convey the statistical significance of age differences. p values less than .01, which were found for many EQ-i 2.0 composite scales and subscales, suggest an overall difference among the age groups.

Scale

18–29
(N = 799)
30–39
(N = 799)
40–49
(N = 800)
50–59
(N = 800)
60+
(N = 799)
F
(1, 3985)
p

Total EI

M 97.0 98.6 100.6 101.3 102.5 17.18 < .001
SD 14.9 14.9 14.9 14.9 14.9

Self-Perception Composite

M 98.6 98.4 99.8 100.6 102.6 10.47 < .001
SD 14.9 14.9 14.9 14.9 14.9
Self-Regard
M 97.1 98.1 99.8 101.1 104.0 26.50 < .001
SD 14.7 14.7 14.7 14.7 14.7
Self-Actualization
M 99.6 98.6 99.8 100.4 101.7 4.72 .001
SD 14.8 14.8 14.8 14.8 14.8
Emotional Self- Awareness
M 100.2 99.7 100.0 99.8 100.4 0.33 .861
SD 15.0 15.0 14.9 14.9 14.9

Self-Expression Composite

M 96.5 99.7 101.4 101.2 101.2 15.41 < .001
SD 14.9 14.9 14.9 14.9 14.9
Emotional Expression
M 97.9 100.3 100.8 100.5 100.5 4.86 .001
SD 14.9 14.9 14.8 14.8 14.9
Assertiveness
M 100.4 99.7 99.8 99.5 100.8 1.05 .380
SD 15.0 15.0 14.9 14.9 15.0
Independence
M 93.9 99.4 102.5 102.6 101.7 49.70 < .001
SD 14.6 14.6 14.5 14.6 14.6

Interpersonal Composite

M 98.3 98.5 99.7 100.9 102.6 11.30 < .001
SD 14.8 14.8 14.8 14.8 14.8
Interpersonal Relationships
M 98.4 98.9 100.4 100.9 101.6 6.43 < .001
SD 14.9 15.0 14.9 14.9 14.9
Empathy
M 99.1 99.1 99.2 100.3 102.2 6.92 < .001
SD 14.6 14.6 14.6 14.6 14.6
Social Responsibility
M 98.2 98.0 99.7 101.1 103.1 16.23 < .001
SD 14.8 14.8 14.8 14.8 14.8

Decision Making Composite

M 96.2 99.0 101.0 101.9 102.0 21.44 < .001
SD 14.8 14.8 14.8 14.8 14.8
Problem Solving
M 95.2 98.6 101.8 102.2 102.4 36.17 < .001
SD 14.6 14.6 14.6 14.6 14.6
Reality Testing
M 98.7 98.6 99.9 100.5 102.4 8.42 < .001
SD 14.9 14.9 14.9 14.9 14.9
Impulse Control
M 97.5 100.4 100.6 101.5 100.0 8.34 < .001
SD 15.0 15.0 14.9 14.9 15.0

Stress Management Composite

M 97.2 98.6 100.9 101.1 102.3 15.38 < .001
SD 14.9 14.9 14.8 14.8 14.8
Flexibility
M 96.9 99.7 101.2 101.3 100.9 11.91 < .001
SD 15.0 15.0 14.9 14.9 15.0
Stress Tolerance
M 97.6 99.0 101.4 100.5 101.6 10.42 < .001
SD 14.6 14.6 14.6 14.6 14.6
Optimism
M 98.3 98.0 99.6 101.0 103.2 16.43 < .001
SD 14.9 14.9 14.9 14.9 14.9

Happiness

M 98.1 98.0 98.9 100.9 104.1 23.61 < .001
SD 14.9 14.9 14.8 14.9 14.9

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Figure A.1. Histogram of EQ-i 2.0 Total EI Standard Scores in the Normative Sample


The following figure illustrates the distribution of EQ-i 2.0 Total EI scores in the normative sample. Distributions that approximate a normal (“bell-shaped”) curve, such as those found in the figure below, suggest it is unnecessary to apply a normalizing transformation to EQ-i 2.0 scores.

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Table A.11. Internal Consistency: EQ-i 2.0 Normative Sample

The following table summarizes the internal consistency (Cronbach’s alpha) values for the EQ-i 2.0 Total EI score, composite scales, and subscales in the EQ-i 2.0 normative groups. Alpha values range from 0.00 to 1.00. Higher values, like those found in the EQ-i 2.0 normative sample, provide evidence for strong reliability..

Scale

# of items EQ-i 2.0 Normative Group
General (Total Sample) Male Female
1829 3039 4049 5059 60+ 1829 3039 4049 5059 60+

Total EI

118 .97 .97 .97 .97 .97 .97 .97 .97 .98 .97 .98

Self-Perception Composite

24 .93 .93 .93 .93 .92 .92 .94 .93 .94 .94 .93
Self-Regard
8 .91 .92 .91 .90 .89 .86 .92 .91 .92 .92 .90
Self-Actualization
9 .88 .88 .88 .88 .88 .87 .90 .89 .90 .88 .87
Emotional Self-Awareness
7 .81 .79 .81 .81 .80 .81 .80 .80 .81 .81 .80

Self-Expression Composite

23 .88 .88 .88 .88 .87 .86 .88 .88 .88 .88 .89
Emotional Expression
8 .84 .83 .85 .84 .84 .82 .83 .85 .82 .84 .82
Assertiveness
7 .77 .76 .75 .75 .77 .77 .78 .77 .79 .78 .79
Independence
8 .81 .82 .79 .80 .75 .75 .81 .82 .80 .81 .82

Interpersonal Composite

23 .92 .92 .92 .92 .92 .93 .92 .91 .93 .92 .93
Interpersonal Relationships
7 .86 .87 .89 .87 .86 .87 .86 .86 .88 .86 .87
Empathy
9 .88 .86 .88 .87 .88 .88 .87 .85 .88 .86 .86
Social Responsibility
6 .80 .77 .81 .78 .81 .82 .80 .80 .81 .80 .82

Decision Making Composite

24 .88 .87 .88 .89 .88 .88 .89 .86 .87 .87 .88
Problem Solving
8 .85 .83 .85 .86 .85 .85 .85 .84 .84 .82 .85
Reality Testing
9 .81 .80 .80 .79 .80 .84 .79 .80 .83 .81 .81
Impulse Control
8 .77 .79 .75 .79 .74 .75 .81 .75 .77 .76 .77

Stress Management Composite

24 .92 .90 .92 .91 .91 .92 .92 .91 .92 .92 .92
Flexibility
8 .80 .78 .80 .77 .78 .80 .82 .83 .79 .80 .82
Stress Tolerance
8 .87 .86 .84 .85 .86 .89 .86 .85 .86 .87 .87
Optimism
8 .89 .88 .90 .88 .89 .88 .89 .89 .90 .89 .89

Happiness

8 .92 .91 .91 .91 .92 .90 .90 .91 .92 .93 .92

N

4,000 400 400 400 400 400 400 400 400

400

400

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Table A.12. Demographic Characteristics of the EQ-i 2.0 Test-Retest Samples

The following table summarizes the demographic characteristics of the EQ-i 2.0 test-retest samples. Ideally, these samples should include representation from a wide range of demographic groups, as found in the EQ-i 2.0 test-retest samples.

Demographic

2–4 Weeks 8 Weeks
N % N %

Gender

Male 101 49.5 52 49.1
Female 103 50.5 54 50.9

Race/Ethnicity

Black 29 14.2 3 2.8
Hispanic/Latino 13 6.4 2 1.9
White 141 69.1 95 89.6
Other 21 10.3 6 5.7

Age Group (Years)

18–29 23 11.3 11 10.4
30–39 47 23.0 9 8.5
40–49 38 18.6 19 17.9
50–59 41 20.1 35 33.0
60+ 55 27.0 32 30.2
M (SD) 47.7 (15.2) 51.4 (13.9)

Total

204 100.0 106 100.0

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Table A.13. EQ-i 2.0 Test-retest Correlations and Descriptive Statistics

The following table summarizes the test-retest correlations and time 1 and time 2 means and standard deviations for the EQ-i 2.0 Total EI score, composite scales, and subscales in the 2–4 week and 8-week retest samples. Correlations range from 0.00 to 1.00. Higher values, as found in the EQ-i 2.0 test-retest samples, suggest excellent test-retest reliability.

Scale

24 Weeks 8 Weeks
Test-retest r Time 1 Time 2 Test-retest r Time 1 Time 2
M SD M SD M SD M SD

Total EI

.92 98.3 16.6 98.8 17.4 .81 97.1 14.8 98.1 14.8

Self-Perception Composite

.90 98.6 15.8 98.7 17.2 .80 96.4 16.0 97.3 15.6
Self-Regard
.88 98.7 15.9 99.4 16.9 .84 98.1 15.3 98.3 15.8
Self-Actualization
.88 98.6 15.8 98.5 16.8 .74 94.4 15.6 95.8 14.8
Emotional Self-Awareness
.82 99.3 15.4 98.7 16.8 .72 98.7 15.3 99.5 15.0

Self-Expression Composite

.86 99.3 15.7 99.5 15.9 .80 98.9 14.7 98.7 14.4
Emotional Expression
.81 98.1 15.9 98.9 16.2 .74 100.7 15.0 100.5 13.6
Assertiveness
.80 99.9 14.8 100.1 14.7 .75 97.3 14.9 97.5 14.0
Independence
.85 100.6 15.5 100.0 16.0 .81 99.0 14.0 98.4 15.1

Interpersonal Composite

.91 98.1 16.4 98.1 16.1 .76 97.2 15.6 98.3 14.7
Interpersonal Relationships
.88 98.9 16.1 98.9 15.5 .77 97.7 16.5 98.7 15.4
Empathy
.89 98.4 16.3 98.4 16.2 .72 99.3 15.6 99.9 14.8
Social Responsibility
.86 97.7 16.3 97.8 15.9 .77 95.2 15.1 96.6 14.5

Decision Making Composite

.88 98.7 15.7 99.7 17.1 .83 98.2 14.5 99.7 14.7
Problem Solving
.82 98.9 15.9 100.4 16.5 .73 98.6 14.9 100.5 14.0
Reality Testing
.84 98.7 15.9 98.6 16.3 .75 97.6 15.2 99.3 15.7
Impulse Control
.78 99.2 15.2 100.1 16.4 .81 99.4 15.4 99.3 14.9

Stress Management Composite

.90 98.0 17.2 98.8 17.2 .78 97.2 14.2 98.2 14.3
Flexibility
.85 97.8 15.4 99.1 16.6 .70 99.5 14.7 99.8 14.6
Stress Tolerance
.85 98.9 16.0 99.0 15.7 .75 96.7 13.7 97.4 13.5
Optimism
.88 98.2 17.2 98.9 17.0 .80 97.0 15.2 98.5 15.7

Happiness

.88 99.3 15.9 99.3 16.8 .84 97.6 17.6 98.3 16.9

Note. 2- to 4-week test-retest N = 204, time interval mean = 18.4 days (SD = 3.2 days), range = 14–28 days. 8-week test-retest N = 104, time interval mean = 56.8 days (SD = 1.3 days), range = 54–59 days.

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Table A.14. Differences between Time 1 and Time 2 EQ-i 2.0 Standard Scores: 2–4-Week Interval

The following table summarizes the differences between time 1 and time 2 scores for the EQ-i 2.0 Total EI score, composite scales, and subscales for the 2–4-week test-retest sample. The first set of results (% of Respondents) lists the percentage of respondents whose scores decreased by more than 15 points, changed by 15 points or less, or increased by more than 15 points over time. Test-retest stability is supported if the majority of respondents show changes of 15 points or less over time, as found in the EQ-i 2.0 2-4 week test-retest sample. The mean and standard deviation of these differences across participants is also provided, along with the 95% confidence interval (CI), which illustrates whether the difference is statistically meaningful for the sample as a whole. That is, if the CI includes zero between the lower bound (LB) and upper bound (UB), the difference is not statistically meaningful, as found for most EQ-i 2.0 scales and subscales.

Scale

% of Respondents M
Diff
SD 95% CI
Scores Decreased More Than 1 SD
(15 points)
Scores Changed by 1 SD or Less
(15 points)
Scores Increased More Than 1 SD
(15 points)
LB UB

Total EI

1.5 97.0 1.5 0.5 6.9 0.1 0.9

Self-Perception Composite

1.5 96.5 2.0 0.1 7.4 -0.6 0.8
Self-Regard
1.5 94.5 4.0 0.7 8.0 -0.1 1.5
Self-Actualization
4.0 93.0 3.0 -0.7 8.8 -1.5 0.2
Emotional Self-Awareness
8.5 91.0 3.5 -0.6 9.8 -1.6 0.3

Self-Expression Composite

2.0 95.0 3.0 0.2 8.4 -0.6 1.0
Emotional Expression
4.0 90.0 6.0 0.9 10.0 -0.1 1.9
Assertiveness
4.0 91.5 4.5 0.0 8.1 -0.8 0.8
Independence
4.5 93.5 2.0 0.2 9.3 -0.7 1.1

Interpersonal Composite

2.5 95.5 2.0 0.0 7.1 -0.7 0.7
Interpersonal Relationships
2.5 94.0 3.5 0.0 7.8 -0.8 0.7
Empathy
3.5 93.5 3.0 0.0 7.6 -0.8 0.7
Social Responsibility
3.0 94.5 2.5 0.2 8.5 -0.7 1.0

Decision Making Composite

2.5 92.5 5.0 1.0 8.2 0.2 1.8
Problem Solving
2.5 92.0 5.5 1.6 9.6 0.6 2.5
Reality Testing
4.5 92.5 3.0 -0.1 9.1 -1.0 0.8
Impulse Control
9.5 83.0 7.5 0.8 10.4 -0.2 1.9

Stress Management Composite

2.5 94.0 3.5 0.8 7.8 0.1 1.6
Flexibility
2.0 94.5 3.5 1.3 8.8 0.5 2.2
Stress Tolerance
4.5 91.5 4.0 0.1 8.8 -0.8 1.0
Optimism
4.0 91.5 4.5 0.7 8.3 -0.1 1.5

Happiness

3.0 95.0 2.0 -0.1 8.1 -0.9 0.7

Note.  N = 204. M Diff = mean difference; CI = confidence interval; LB = lower bound, UB = upper bound.

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Table A.15. Differences between Time 1 and Time 2 EQ-i 2.0 Standard Scores: 8-Week Interval

The following table summarizes the differences between time 1 and time 2 scores for the EQ-i 2.0 Total EI score, composite scales, and subscales for the 8-week test-retest sample. The first set of results (% of Respondents) lists the percentage of respondents whose scores decreased by more than 15 points, changed by 15 points or less, or increased by more than 15 points over time. Test-retest stability is supported if the majority of respondents show changes of 15 points or less over time, as found in the EQ-i 2.0 8-week test-retest sample. The mean and standard deviation of these differences across participants is also provided, along with the 95% confidence interval (CI), which illustrates whether the difference is statistically meaningful for the sample as a whole. That is, if the CI includes zero between the lower bound (LB) and upper bound (UB), the difference is not statistically meaningful, as found for most EQ-i 2.0 scales and subscales.

Scale

% of Respondents M
Diff
SD 95% CI
Scores Decreased More than 1 SD
(15 Points)
Scores Changed by 1 SD or Less
(15 Points)
Scores Increased More than 1 SD
(15 Points)
LB UB

Total EI

2.9 93.2 3.8 1.0 9.1 0.6 1.4

Self-Perception Composite

4.8 91.4 3.8 1.0 10.0 -0.0 2.0
Self-Regard
5.8 91.4 2.9 0.3 8.9 -0.5 1.2
Self-Actualization
4.8 88.5 6.7 -0.5 9.0 -1.4 0.4
Emotional Self-Awareness
6.7 84.6 8.7 1.0 11.5 -0.2 2.1

Self-Expression Composite

3.8 91.3 4.8 -0.3 9.2 -1.2 0.7
Emotional Expression
6.7 86.5 6.7 -0.2 10.5 -1.2 0.9
Assertiveness
3.8 89.4 6.7 1.3 11.0 0.2 2.3
Independence
4.8 92.3 2.9 0.1 10.4 -0.9 1.1

Interpersonal Composite

3.8 90.4 5.8 1.1 10.5 0.0 2.1
Interpersonal Relationships
3.8 90.4 5.8 1.0 10.8 -0.1 2.1
Empathy
3.8 91.3 4.8 0.5 11.4 -0.6 1.6
Social Responsibility
3.8 89.4 6.7 1.3 10.0 0.3 2.3

Decision Making Composite

1.9 91.3 6.7 1.3 8.6 0.4 2.1
Problem Solving
5.8 84.6 9.6 1.9 10.8 0.9 3.0
Reality Testing
4.8 84.6 10.6 1.6 11.0 0.5 2.7
Impulse Control
8.7 86.6 4.8 -0.5 9.3 -1.4 0.4

Stress Management Composite

3.8 92.3 3.8 1.1 9.4 0.2 2.0
Flexibility
3.8 91.4 4.8 0.5 11.3 -0.7 1.6
Stress Tolerance
1.9 91.3 6.7 0.7 8.9 -0.2 1.6
Optimism
3.8 88.5 7.7 1.5 9.9 0.5 2.4

Happiness

3.8 92.3 3.8 0.8 9.8 -0.2 1.8

Note.  N = 104. M Diff = mean difference; CI = confidence interval; LB = lower bound, UB = upper bound.

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Table A.16. Demographic Distributions of EQ-i 2.0 Exploratory and Confirmatory Normative Subsamples

The following table summarizes the demographic characteristics of the subsamples of the EQ-i 2.0 normative sample, created for performing exploratory factor analysis and confirmatory factor analysis. Ideally, the two samples should show similar demographic characteristics, as found in the EQ-i 2.0 exploratory and confirmatory samples.

Demographic

Exploratory Sample Confirmatory Sample
N % N %

Gender

Male 1,000 50.0 1,000 50.0
Female 1,000 50.0 1,000 50.0

Age Group (Years)

18–29 400 20.0 400 20.0
30–39 400 20.0 400 20.0
40–49 400 20.0 400 20.0
50–59 400 20.0 400 20.0
60+ 400 20.0 400 20.0
M (SD) 44.6 (15.0) 44.7 (15.2)

Race/Ethnicity

Black 209 10.5 210 10.5
Hispanic/Latino 216 10.8 217 10.9
White 1,417 70.9 1,417 70.9
Other 158 1.0 156 1.4

Education Level

High School or Less 877 43.9 874 43.7
Some College/University 558 27.9 561 28.1
College/University or Higher 565 28.3 565 28.3

Geographic Region

U.S. Northeast 314 15.7 341 17.1
Midwest 409 20.5 384 19.2
South 650 32.5 642 32.1
West 428 21.4 432 21.6
Canada West 22 1.1 32 1.6
Prairies 38 1.9 34 1.7
Central 124 6.2 120 6.0
East 15 0.8 15 0.8

Total

2,000 100.0 2,000 100.0

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Table A.17. Confirmatory Factor Analysis Results for EQ-i 2.0

The following table provides the fit statistics generated by the confirmatory factor analyses of the EQ-i 2.0. Values below .100 for the RMSEA and above .900 for all other fit statistics, which were found in the majority of the EQ-i 2.0 models, suggest the factor structure that emerged from the exploratory factor analyses was independently replicated in the confirmatory factor analysis.

Fit Index

Overall Model Composites
Self-Perception Self-Expression Interpersonal Decision Making Stress Management

GFI

.955 .963 .960 .942 .979 .943

AGFI

.864 .932 .931 .900 .966 .912

NFI

.966 .969 .945 .940 .970 .943

NNFI

.934 .956 .929 .920 .966 .931

CFI

.967 .971 .949 .943 .975 .947

RMSEA

.152 .081 .078 .096 .049 .082

Note. N = 2,000. GFI = Goodness of Fit Index (Jöreskog & Sörbom, 1986), AGFI = Adjusted Goodness of Fit Index (Jöreskog & Sörbom, 1986), NFI = Normed Fit Index (Bentler & Bonett, 1980), NNFI = Non-Normed Fit Index (Bentler & Bonett, 1980), CFI = Comparative Fit Index (Bentler, 1990), RMSEA = Root Mean Square Error of Approximation (Steiger & Lind, 1980).

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Table A.18. Correlations among EQ-i 2.0 Composite Scales

The following table illustrates the correlations among the EQ-i 2.0 composite scales in the EQ-i 2.0 normative sample. Correlations range from 0.00 to 1.00, with higher values suggesting the scales share a relevant common psychological characteristic (i.e., emotional intelligence). Very high values (e.g., > .90) would suggest a unidimensional factor structure. Moderately sized correlations, like those that were found in the EQ-i 2.0, support both the concept that the scales measure a common psychological characteristic, as well as the multidimensional factor structure of the EQ-i 2.0.

Composite Scale

SP SE IS DM SM
SP. Self-Perception Composite        
SE. Self-Expression Composite .73      
IS. Interpersonal Composite .71 .55    
DM. Decision Making Composite .70 .66 .50  
SM. Stress Management Composite .78 .67 .63 .73

Note. N = 4,000. All correlations significant at p < .01. Guidelines for evaluating r are .10 = small, .30 = medium, .50 = large.

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Table A.19. Correlations among EQ-i 2.0 Subscales

The following table illustrates the correlations among the EQ-i 2.0 subscales in the EQ-i 2.0 normative sample. Correlations range from 0.00 to 1.00, with higher values suggesting the scales share a relevant common psychological characteristic. Shaded cells portray correlations of subscales within their respective composite scales. Moderate correlations were found within the composite scales supporting both the concept that the scales measure a common psychological characteristic, as well as the multidimensional factor structure.

Subscale

Self-Perception Self-Expression Interpersonal Decision Making Stress Management  

SR

SA

ES

EE

AS

IN

IR

EM

RE

PS

RT

IC

FL

ST

OP

HA

SR. Self-Regard                              
SA. Self-Actualization .70                            
ES. Emotional Self-Awareness .43 .55                          
EE. Emotional Expression .51 .47 .46                        
AS. Assertiveness .52 .57 .45 .43                      
IN. Independence .56 .47 .24 .33 .47                    
IR. Interpersonal Relationships .56 .62 .52 .59 .46 .31                  
EM. Empathy .29 .45 .64 .42 .30 .10 .61                
RE. Social Responsibility .47 .67 .47 .42 .41 .27 .61 .55              
PS. Problem Solving .60 .54 .32 .42 .45 .73 .38 .20 .34            
RT. Reality Testing .55 .69 .76 .40 .55 .40 .55 .58 .53 .48          
IC. Impulse Control .30 .24 .20 .18 .12 .41 .15 .19 .19 .51 .27        
FL. Flexibility .47 .44 .26 .48 .26 .50 .43 .27 .37 .60 .32 .39      
ST. Stress Tolerance .59 .65 .42 .34 .49 .56 .46 .32 .46 .67 .61 .33 .50    
OP. Optimism .73 .69 .48 .47 .39 .36 .61 .48 .57 .49 .56 .26 .48 .58  
HA. Happiness .81 .68 .43 .53 .40 .40 .60 .38 .52 .49 .52 .24 .47 .51 .81

Note. N = 4,000. All correlations significant at p < .01. Guidelines for evaluating r are .10 = small, .30 = medium, .50 = large.

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Table A.20. Demographic Characteristics of EQ-i 2.0 Validity Samples

The following table summarizes the demographic characteristics of the samples used in the EQ-i 2.0 validity analyses. Ideally, these samples should include representation from a wide range of demographic groups, as found in the EQ-i 2.0 validity samples.

Demographic

EQ-i 1.0 SSI NEO-FFI MSCEIT Watson-Glaser II
N % N % N % N % N %

Gender

Male 50 49.5 50 49.5 50 50.0 50 46.7 51 50.0
Female 51 50.5 51 50.5 50 50.0 57 53.3 51 50.0

Age Group (Years)

18–29 2 2.0 3 3.0 1 1.0 6 5.6 6 5.9
30–39 18 17.8 25 24.8 23 23.0 15 14.0 10 9.8
40–49 29 28.7 27 26.7 36 36.0 24 22.4 20 19.6
50–59 24 23.8 17 16.8 25 25.0 20 18.7 28 27.5
60+ 28 27.7 29 28.7 15 15.0 42 39.3 38 37.3
M (SD) 50.6 (12.8) 49.7 (13.6) 47.5 (11.1) 52.8 (14.1) 52.8 (13.5)

Race/ Ethnicity

Black 22 21.8 21 20.8 25 25.0 7 6.5 10 9.8
Hispanic/Latino 44 43.6 37 36.6 54 54.0 8 7.5 9 8.8
White 29 28.7 38 37.6 14 14.0 87 81.3 77 75.5
Other 6 5.9 5 5.0 7 7.0 5 4.7 6 5.9

Education Level

High School or Less 7 6.9 15 14.9 25 25.0 27 25.2 72 70.6
Some College/University 43 42.6 42 41.6 47 47.0 30 28.0 19 18.6
College/University or Higher 51 50.5 44 43.6 28 28.0 50 46.7 11 10.8

U.S. Geographic Region

Northeast 16 15.8 14 13.9 10 10.0 22 20.6 24 23.5
Midwest 3 3.0 15 14.9 6 6.0 16 15.0 21 20.6
South 42 41.6 38 37.6 37 37.0 48 44.9 37 36.3
West 40 39.6 34 33.7 47 47.0 21 19.6 20 19.6

Total

101 100.0 101 100.0 100 100.0 107 100.0 102 100.0

Note. SSI = Social Skills Inventory (Riggio & Carney, 2003); NEO-FFI = NEO Five Factor Inventory (Costa & McCrae, 1992); MSCEIT = Mayer-Salovey-Caruso Emotional Intelligence Test (Mayer et al., 2002).

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Table A.21. Correlations between EQ-i 2.0 and EQ-i

The following table illustrates correlations between the EQ-i scales and their corresponding EQ-i 2.0 Total EI Score, composite scales, and subscales. Values range from -1.00 to +1.00; values close to -1.00 represent an inverse relationship between scores on the two scales, values close to +1.00 represent a direct relationship, and values close to zero represent a lack of a relationship.  Shaded cells indicate constructs that were relatively unchanged from the EQ-i to the EQ-i 2.0. Unshaded cells indicate constructs that changed substantially from the EQ-i to the EQ-i 2.0. The high positive correlations found between the EQ-i and EQ-i 2.0 support the validity of the EQ-i 2.0.

Scale

r EQ-i EQ-i 2.0
M SD M SD

Total EI

.90 102.3 14.5 104.6 14.3

Self-Perception Composite

Self-Regard .88 101.4 14.4 104.1 13.1
Self-Actualization .71 100.4 13.0 105.1 13.6
Emotional Self-Awareness* .50 103.1 14.5 103.7 15.1

Self-Expression Composite

Emotional Expression* .84 N/A N/A 102.6 16.5
Assertiveness .65 101.4 12.7 103.9 13.5
Independence .81 104.8 13.9 104.5 13.6

Interpersonal Composite

Interpersonal Relationships .86 99.8 16.2 101.9 14.2
Empathy .78 96.1 14.1 101.5 15.4
Social Responsibility .49 100.3 13.7 104.3 14.6

Decision Making Composite

Problem Solving .57 100.7 13.5 103.7 14.3
Reality Testing .49 104.7 13.1 103.1 15.2
Impulse Control .54 105.6 12.6 100.9 14.0

Stress Management Composite

Flexibility .67 102.3 15.4 102.0 13.8
Stress Tolerance .79 103.7 14.7 103.8 14.9
Optimism .69 98.6 14.6 103.1 13.5

Happiness

.84 102.1 14.4 102.8 13.3

Note. N = 101. All correlations are significant at p < .01. Guidelines for evaluating r are .10 = small, .30 = medium, .50 = large. N/A = not applicable.
*represents correlations with Emotional Self-Awareness on the original EQ-i.

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Table A.22. Correlations between the EQ-i 2.0 and the Social Skills Inventory

The following table illustrates correlations between the EQ-i 2.0 Total EI score, composite scales, and subscales, and the Social Skills Inventory (SSI). Values range from -1.00 to +1.00; values close to -1.00 represent an inverse relationship between scores on the two scales, values close to +1.00 represent a direct relationship, and values close to zero represent a lack of a relationship. The positive correlations found between most of the SSI scales (see Standardization, Reliability, and Validity) and the EQ-i 2.0 support the validity of the EQ-i 2.0.

EQ-i 2.0 Scale

SSI Scale
Total Score Total Emotional Total Social Total Control Total Expressivity Total Sensitivity

Total EI

.54 .54 .47 .63 .47 .08

Self-Perception Composite

.53 .51 .47 .54 .48 .12
Self-Regard
.42 .44 .35 .52 .43 -.06
Self-Actualization
.51 .46 .49 .45 .47 .19
Emotional Self-Awareness
.37 .36 .33 .35 .26 .21

Self-Expression Composite

.47 .47 .41 .53 .46 .03
Emotional Expression
.45 .41 .43 .34 .39 .26
Assertiveness
.24 .24 .21 .35 .24 -.08
Independence
.36 .41 .28 .52 .39 -.13

Interpersonal Composite

.64 .55 .63 .50 .57 .32
Interpersonal Relationships
.66 .57 .63 .54 .62 .25
Empathy
.52 .46 .50 .39 .38 .39
Social Responsibility
.46 .35 .48 .35 .46 .17

Decision Making Composite

.22 .29 .14 .49 .13 -.11
Problem Solving
.29 .39 .17 .55 .23 -.14
Reality Testing
.39 .40 .34 .46 .28 .13
Impulse Control
-.13 -.08 -.15 .15 -.19 -.22

Stress Management Composite

.41 .46 .32 .59 .35 -.03
Flexibility
.37 .40 .29 .50 .33 -.02
Stress Tolerance
.26 .33 .18 .54 .14 -.08
Optimism
.37 .39 .30 .38 .38 .02

Happiness

.37 .39 .31 .41 .41 -.02

Note.  N = 101.  SSI = Social Skills Inventory (Riggio & Carney, 2003). Correlations of .19 and above are significant at p < .05, correlations of .25 and above are significant at p < .01. Guidelines for evaluating r are .10 = small, .30 = medium, .50 = large.

EQ-i 2.0 Scale

SSI Scale
Emotional Expressivity Emotional Sensitivity Emotional Control Social Expressivity Social Sensitivity Social Control

Total EI

.28 .46 .28 .53 -.35 .65

Self-Perception Composite

.33 .43 .19 .50 -.26 .60
Self-Regard
.27 .29 .28 .47 -.39 .51
Self-Actualization
.34 .44 .06 .48 -.16 .57
Emotional Self-Awareness
.19 .36 .12 .27 -.03 .40

Self-Expression Composite

.35 .41 .12 .45 -.38 .63
Emotional Expression
.33 .41 .00 .37 -.01 .46
Assertiveness
.14 .25 .06 .27 -.38 .44
Independence
.30 .27 .21 .39 -.50 .55

Interpersonal Composite

.34 .53 .15 .63 -.03 .58
Interpersonal Relationships
.36 .52 .19 .69 -.14 .60
Empathy
.22 .49 .14 .42 .11 .43
Social Responsibility
.28 .33 .03 .50 -.07 .46

Decision Making Composite

-.01 .23 .35 .20 -.43 .41
Problem Solving
.12 .27 .36 .26 -.52 .49
Reality Testing
.16 .37 .21 .32 -.18 .47
Impulse Control
-.28 -.09 .22 -.10 -.26 .03

Stress Management Composite

.16 .35 .37 .42 -.42 .52
Flexibility
.16 .30 .31 .39 -.35 .45
Stress Tolerance
.01 .22 .41 .20 -.37 .44
Optimism
.22 .32 .20 .42 -.30 .38

Happiness

.27 .24 .23 .43 -.28 .38

Note.  N = 101.  SSI = Social Skills Inventory (Riggio & Carney, 2003). Correlations of .19 and above are significant at p < .05, correlations of .25 and above are significant at p < .01. Guidelines for evaluating r are .10 = small, .30 = medium, .50 = large.

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Table A.23. Correlations between EQ-i 2.0 and NEO Five Factor Inventory

The following table illustrates correlations between the EQ-i 2.0 Total EI score, composite scales, and subscales, and the NEO Five Factor Inventory (NEO-FFI). Values range from -1.00 to +1.00; values close to -1.00 represent an inverse relationship between scores on the two scales, values close to +1.00 represent a direct relationship, and values close to zero represent a lack of a relationship. The positive correlations found between most of the NEO-FFI scales (see Standardization, Reliability, and Validity) and the EQ-i 2.0 support the validity of the EQ-i 2.0.

EQ-i 2.0 Scale

NEO-FFI Scale
Neuroticism Extraversion Openness to Experience Agreeableness Conscientiousness

Total EI

-.71 .57 .10 .36 .61

Self-Perception Composite

-.65 .61 .17 .27 .63
Self-Regard
-.68 .57 .04 .21 .46
Self-Actualization
-.53 .54 .18 .18 .63
Emotional Self-Awareness
-.39 .38 .22 .32 .50

Self-Expression Composite

-.57 .45 .14 .15 .46
Emotional Expression
-.39 .45 .19 .29 .32
Assertiveness
-.43 .33 .02 -.09 .44
Independence
-.55 .26 .09 .09 .35

Interpersonal Composite

-.49 .54 .04 .51 .51
Interpersonal Relationships
-.51 .54 -.12 .50 .45
Empathy
-.29 .38 .08 .47 .42
Social Responsibility
-.49 .46 .16 .30 .43

Decision Making Composite

-.64 .29 -.03 .29 .53
Problem Solving
-.50 .21 .02 .14 .36
Reality Testing
-.58 .48 .11 .27 .59
Impulse Control
-.35 -.03 -.20 .25 .25

Stress Management Composite

-.71 .53 .10 .30 .48
Flexibility
-.56 .38 .09 .23 .41
Stress Tolerance
-.58 .38 .07 .17 .41
Optimism
-.61 .56 .10 .34 .38

Happiness

-.64 .49 .05 .13 .44

Note.  N = 100. NEO-FFI = NEO Five Factor Inventory (Costa & McCrae, 1992). Correlations of .19 and above are significant at p < .05, correlations of .25 and above are significant at p < .01. Guidelines for evaluating r are .10 = small, .30 = medium, .50 = large.

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Table A.24. Correlations between EQ-i 2.0 and Mayer-Salovey-Caruso Emotional Intelligence Test - Expert Consensus Scores: Total, Area, and Branch Scores

The following table illustrates correlations between the EQ-i 2.0 Total EI score, composite scales, and subscales, and the Mayer-Salovey-Caruso Emotional Intelligence Test (MSCEIT; Total, Area, and Branch Scores). Values range from -1.00 to +1.00; values close to -1.00 represent an inverse relationship between scores on the two scales, values close to +1.00 represent a direct relationship, and values close to zero represent a lack of a relationship. The correlations close to zero found between most of the MSCEIT scores (see Standardization, Reliability, and Validity) and the EQ-i 2.0 support the validity of the EQ-i 2.0.

EQ-i 2.0 Scale

MSCEIT Scale
Total EIQ Area Scores Branch Scores
Experiential Strategic
Experiential Strategic Perceiving Emotions Facilitating Thought Understanding Emotions Managing Emotions

Total EI

.12 .15 .04 .12 .15 -.04 .17

Self-Perception Composite

.06 .11 .00 .06 .16 -.07 .10
Self-Regard
-.01 .07 -.11 .06 .06 -.17 .02
Self-Actualization
.03 .06 -.02 .03 .12 -.10 .12
Emotional Self-Awareness
.21 .19 .20 .08 .31 .16 .16

Self-Expression Composite

.05 .07 .02 .05 .04 -.05 .13
Emotional Expression
.13 .14 .09 .07 .19 .01 .18
Assertiveness
-.06 -.03 -.06 -.02 -.07 -.08 -.01
Independence
.02 .04 .01 .05 -.05 -.05 .12

Interpersonal Composite

.07 .08 .01 .03 .15 -.05 .12
Interpersonal Relationships
-.09 -.02 -.17 -.04 .03 -.23 .01
Empathy
.14 .11 .14 .05 .20 .07 .19
Social Responsibility
.17 .14 .12 .10 .20 .08 .14

Decision Making Composite

.27 .27 .16 .27 .18 .09 .24
Problem Solving
.16 .15 .11 .17 .00 .03 .24
Reality Testing
.19 .23 .07 .19 .25 .06 .08
Impulse Control
.23 .22 .16 .24 .14 .10 .20

Stress Management Composite

.09 .12 .01 .11 .09 -.05 .14
Flexibility
.04 .02 .05 .02 -.06 .02 .10
Stress Tolerance
.09 .11 .04 .09 .12 .02 .09
Optimism
.08 .14 -.04 .13 .12 -.14 .14

Happiness

.11 .16 .01 .17 .09 -.08 .16

Note.  N = 107.  MSCEIT = Mayer-Salovey-Caruso Emotional Intelligence Test (Mayer et al., 2002). Correlations of .19 and above significant at p < .05, correlations of .25 and above significant at p < .01. Guidelines for evaluating r are .10 = small, .30 = medium, .50 = large.

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Table A.25. Correlations between EQ-i 2.0 and Mayer-Salovey-Caruso Emotional Intelligence Test - Expert Consensus Scores: Task Scores

The following table illustrates correlations between the EQ-i 2.0 Total EI score, composite scales, and subscales, and the Mayer-Salovey-Caruso Emotional Intelligence Test (MSCEIT; Task Scores). Values range from -1.00 to +1.00; values close to -1.00 represent an inverse relationship between scores on the two scales, values close to +1.00 represent a direct relationship, and values close to zero represent a lack of a relationship. The correlations close to zero found between most of the MSCEIT scores (see Standardization, Reliability, and Validity) and the EQ-i 2.0 support the validity of the EQ-i 2.0.

EQ-i 2.0 Scale

MSCEIT Task Score
Experiential Strategic
Perceiving Emotions Facilitating Thought Understanding Emotions Managing Emotions
Faces Pictures Sensation Facilitation Changes Blends Emotional Management Emotional Relations

Total EI

.17 -.03 .18 .10 -.10 .00 .09 .16

Self-Perception Composite

.10 -.04 .15 .13 -.11 -.04 .02 .11
Self-Regard
.10 -.03 .05 .08 -.20 -.11 -.04 .02
Self-Actualization
.07 -.06 .12 .08 -.09 -.10 .03 .14
Emotional Self-Awareness
.10 .00 .27 .24 .05 .19 .10 .15

Self-Expression Composite

.12 -.10 .09 .04 -.12 .01 .03 .14
Emotional Expression
.17 -.11 .17 .16 -.11 .07 .12 .16
Assertiveness
.01 -.06 .03 -.10 -.10 -.05 -.06 -.01
Independence
.08 -.05 -.02 .00 -.07 -.01 -.01 .16

Interpersonal Composite

.12 -.13 .18 .05 -.13 -.01 .14 .07
Interpersonal Relationships
.05 -.16 .03 .02 -.26 -.17 .02 -.02
Empathy
.12 -.10 .25 .04 -.04 .11 .24 .12
Social Responsibility
.17 -.05 .23 .07 .02 .08 .12 .11

Decision Making Composite

.29 .11 .22 .14 .03 .10 .15 .24
Problem Solving
.22 .00 .04 .06 .03 .03 .14 .22
Reality Testing
.17 .11 .26 .17 .00 .08 .02 .11
Impulse Control
.24 .13 .19 .07 .03 .11 .16 .18

Stress Management Composite

.11 .04 .13 .07 -.08 -.02 .07 .15
Flexibility
.05 .01 -.02 .00 -.06 .05 .02 .14
Stress Tolerance
.05 .09 .18 .05 .06 -.01 .04 .11
Optimism
.15 .01 .13 .10 -.18 -.07 .09 .12

Happiness

.20 .03 .12 .04 -.11 -.07 .08 .14

Note.  N = 107.  MSCEIT = Mayer-Salovey-Caruso Emotional Intelligence Test (Mayer et al., 2002). Correlations of .19 and above significant at p < .05, correlations of .25 and above significant at p < .01. Guidelines for evaluating r are .10 = small, .30 = medium, .50 = large.

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Table A.26. Correlations between EQ-i 2.0 and Watson-Glaser II Critical Thinking Appraisal

The following table illustrates correlations between the EQ-i 2.0 Total EI score, composite scales, and subscales, and the Watson-Glaser II Critical Thinking Appraisal. Values range from -1.00 to +1.00; values close to -1.00 represent an inverse relationship between scores on the two scales, values close to +1.00 represent a direct relationship, and values close to zero represent a lack of a relationship. For most Watson-Glaser II scales (see Standardization, Reliability, and Validity), the correlations close to zero found between most of the Watson-Glaser II scales (see Standardization, Reliability, and Validity) and the EQ-i 2.0 support the validity of the EQ-i 2.0.

EQ-i 2.0 Scale

Watson-Glaser II Critical Thinking Appraisal Scale
Total Recognize Assumptions Evaluate Arguments Draw Conclusions

Total EI

-.05 .03 -.25 .02

Self-Perception Composite

-.10 .02 -.23 -.06
Self-Regard
-.06 .10 -.16 -.11
Self-Actualization
-.07 .00 -.20 -.01
Emotional Self-Awareness
-.14 -.09 -.24 -.04

Self-Expression Composite

-.02 .06 -.17 -.01
Emotional Expression
-.07 -.03 -.12 -.02
Assertiveness
-.07 .03 -.18 -.06
Independence
.09 .15 -.10 .06

Interpersonal Composite

-.13 -.08 -.25 -.01
Interpersonal Relationships
-.12 -.04 -.22 -.06
Empathy
-.09 -.05 -.23 .02
Social Responsibility
-.10 -.12 -.16 .04

Decision Making Composite

.03 .08 -.17 .08
Problem Solving
.10 .16 -.19 .13
Reality Testing
-.05 .00 -.26 .06
Impulse Control
.04 .04 .03 .01

Stress Management Composite

.03 .07 -.23 .11
Flexibility
-.04 .02 -.25 .05
Stress Tolerance
.15 .14 -.13 .22
Optimism
-.06 .01 -.19 -.01

Happiness

-.05 .04 -.13 -.05

Note.  N = 102. Correlations of .19 and above are significant at p < .05, correlations of .25 and above are significant at p < .01. Guidelines for evaluating r are .10 = small, .30 = medium, .50 = large.

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Table A.27. Demographic Characteristics of Corporate Leaders Sample

The following table summarizes the demographic characteristics of the corporate leaders sample. Ideally, this sample should include leaders representing a wide range of demographic groups, as found in our corporate leaders sample.

Demographic

N %

Gender

Male 143 64.7
Female 78 35.3

Age Group (Years)

18–29 16 7.2
30–39 48 21.7
40–49 61 27.6
50–59 66 29.9
60+ 30 13.6
M (SD) 46.8 (11.4)

Race/Ethnicity

Black 11 5.0
Hispanic/Latino 8 3.6
White 175 79.2
Other 26 11.8
Missing 1 0.5

Education Level

High School or Less 4 1.8
Some College/University 27 12.2
College/University or Higher 189 85.5
Missing 1 0.5

Occupational Position

CEO 64 29.0
Other C-level (CFO, COO, etc.) 18 8.1
Senior Executive 33 14.9
Director 44 19.9
Manager 44 19.9
Other 16 7.2
Missing 2 0.9

Total

221 100.0

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Table A.28. EQ-i 2.0 Scores in Corporate Leaders

The following table displays the means and standard deviations of the EQ-i 2.0 Total EI score, composite scales, and subscales in the corporate leaders sample used in validity analyses of the EQ-i 2.0. d values provide an effect size to describe the difference between leaders’ scores and those in the normative sample (M = 100, SD = 15) as small, medium, or large. The meaningfully higher scores (i.e., d ≥ .20) found in leaders relative to the normative sample supports the validity of the EQ-i 2.0.

Scale

Corporate Leaders Cohen’s d
(Relative to Norms)

Total EI

M 112.2 0.82
SD 11.7

Self-Perception Composite

M 111.4 0.77
SD 11.4
Self-Regard
M 108.3 0.56
SD 10.8
Self-Actualization
M 113.1 0.88
SD 10.4
Emotional Self-Awareness
M 107.0 0.47
SD 14.7

Self-Expression Composite

M 110.8 0.73
SD 11.4
Emotional Expression
M 107.5 0.50
SD 12.9
Assertiveness
M 109.5 0.64
SD 12.0
Independence
M 108.4 0.57
SD 11.6

Interpersonal Composite

M 109.2 0.62
SD 11.8
Interpersonal Relationships
M 108.3 0.56
SD 10.9
Empathy
M 106.2 0.41
SD 13.6
Social Responsibility
M 109.6 0.64
SD 12.4

Decision Making Composite

M 109.6 0.64
SD 13.0
Problem Solving
M 109.3 0.63
SD 12.4
Reality Testing
M 109.0 0.60
SD 12.4
Impulse Control
M 104.2 0.28
SD 14.0

Stress Management Composite

M 111.1 0.75
SD 12.7
Flexibility
M 107.4 0.49
SD 13.4
Stress Tolerance
M 110.5 0.70
SD 13.2
Optimism
M 109.5 0.64
SD 11.5

Happiness

M 106.9 0.46
SD 11.1

Note. Positive Cohen's d values represent higher mean scores in corporate leaders. Guidelines for evaluating |d| are .20 = small, .50 = medium, .80 = large.

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Table A.29. Education Level Effects on EQ-i 2.0 Scores in the Normative Sample

The following table displays the means and standard deviations of EQ-i 2.0 Total EI scores, composite scales, and subscales in normative participants with a high school education or less and those with a post-secondary college/university degree. d values provide an effect size for describing differences between the two groups as small, medium, or large. The meaningfully higher scores (i.e., d ≥ .20) found in post-secondary graduates relative to individuals with a high school education or less supports the validity of the EQ-i 2.0.

Scale

High School or Less Post-secondary Graduate Cohen’s d

Total EI

M 98.1 103.2 0.33
SD 15.5 14.8

Self-Perception Composite

M 98.0 103.8 0.38
SD 15.5 14.8
Self-Regard
M 98.4 102.4 0.26
SD 15.4 14.7
Self Actualization
M 97.5 105.7 0.54
SD 15.5 14.8
Emotional Self-Awareness
M 99.5 101.2 0.11
SD 15.7 15.0

Self-Expression Composite

M 99.0 100.4 0.09
SD 15.7 15.0
Emotional Expression
M 99.1 99.6 0.03
SD 15.6 14.9
Assertiveness
M 99.5 100.3 0.06
SD 15.7 15.0
Independence
M 99.3 101.2 0.12
SD 15.4 14.7

Interpersonal Composite

M 98.7 102.2 0.23
SD 15.5 14.8
Interpersonal Relationships
M 99.8 99.1 -0.05
SD 15.7 15.0
Empathy
M 99.1 101.9 0.19
SD 15.4 14.7
Social Responsibility
M 97.4 105.3 0.52
SD 15.5 14.8

Decision Making Composite

M 98.3 104.2 0.38
SD 15.6 14.9
Problem Solving
M 98.7 102.1 0.22
SD 15.4 14.7
Reality Testing
M 98.4 103.7 0.34
SD 15.7 15.0
Impulse Control
M 99.0 104.2 0.33
SD 15.8 15.1

Stress Management Composite

M 97.9 103.0 0.33
SD 15.6 14.9
Flexibility
M 99.2 100.6 0.10
SD 15.7 15.0
Stress Tolerance
M 97.5 104.1 0.43
SD 15.4 14.7
Optimism
M 98.4 102.6 0.27
SD 15.6 14.9

Happiness

M 98.9 101.7 0.18
SD 15.7 15.0

Note. Sample sizes vary due to missing data: High school or less, N = 1,748–1,751; Post-secondary Graduate, N = 402.  Positive d values represent higher scores in post-secondary graduates, negative d values represent higher scores in high school or less group.

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Table A.30. Demographic Characteristics of EQ-i 2.0 Clinical and Matched General Population Samples

The following table summarizes the demographic characteristics of the depressed/dysthymic, other clinical, and matched general population groups used in validity analyses of the EQ-i 2.0. Ideally, these groups should include representation from a wide range of demographic groups, and the general population group should be demographically similar to the depressed/dysthymic and other clinical groups, as was the case in the samples.

Demographic

Depressed/Dysthymic Other Clinical Matched General Population
N % N % N %

Gender

Male 33 42.9 27 54.0 49 49.0
Female 44 57.1 23 46.0 51 51.0

Age Group (Years)

18–29 12 15.6 9 18.0 17 17.0
30–39 14 18.2 10 20.0 18 18.0
40–49 14 18.2 9 18.0 19 19.0
50–59 21 27.3 7 14.0 20 20.0
60+ 16 20.8 15 30.0 26 26.0
M (SD) 46.2 (15.1) 46.2 (14.7) 46.3 (14.8)

Race/ Ethnicity

Black 0 0.0 0 0.0 0 0.0
Hispanic/Latino 1 1.3 3 6.0 4 4.0
White 72 93.5 43 86.0 89 89.0
Other 4 5.2 4 8.0 7 7.0

Education Level

High School or Less 5 6.5 6 12.0 30 30.0
Some College/University 24 31.2 19 38.0 28 28.0
College/University or Higher 48 62.3 25 50.0 42 42.0

U.S. Geographic Region

Northeast 19 24.7 11 22.0 21 21.0
Midwest 12 15.6 13 26.0 25 25.0
South 26 33.8 13 26.0 31 31.0
West 20 26.0 13 26.0 23 23.0

Total

77 100.0 50 100.0 100 100.0

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Table A.31. EQ-i 2.0 Clinical Differences

The following table provides means and standard deviations of EQ-i 2.0 Total EI scores, composite scales, and subscales in the depressed/dysthymic, other clinical, and matched general population samples. F and p values provide statistical significance tests for the overall difference among the groups. d values provide an effect size for evaluating differences as small, medium, or large. Validity of the EQ-i 2.0 is supported by the meaningfully higher scores (i.e., d ≥ .20) found in the general population group relative to the depressed/dysthymic and other clinical groups for most EQ-i 2.0 scales.

Scale

DD. Depressed/Dysthymic OC. Other Clinical GP. General Population F
(2, 221)
p Cohen’s d
GP vs DD GP vs OC

Total EI

M 88.9 90.9 98.3 7.89 < .001 0.57 0.45
SD 16.5 16.5 16.5

Self-Perception Composite

M 87.0 92.6 98.1 9.35 < .001 0.66 0.32
SD 16.9 16.9 16.8
Self-Regard
M 84.6 89.6 99.4 19.51 < .001 0.93 0.61
SD 16.0 16.0 16.0
Self-Actualization
M 89.7 95.5 97.9 4.96 .008 0.47 0.14
SD 17.2 17.2 17.1
Emotional Self-Awareness
M 94.6 97.6 97.5 0.73 .481 0.17 -0.01
SD 17.1 17.1 17.0

Self-Expression Composite

M 94.2 92.6 99.7 4.58 .011 0.36 0.46
SD 15.5 15.5 15.4
Emotional Expression
M 97.5 96.0 99.3 0.82 .441 0.12 0.21
SD 15.5 15.5 15.4
Assertiveness
M 96.7 93.7 99.7 2.24 .109 0.18 0.36
SD 16.6 16.6 16.6
Independence
M 92.3 92.8 100.4 7.83 .001 0.54 0.51
SD 15.1 15.1 15.0

Interpersonal Composite

M 93.6 97.0 97.5 1.28 .281 0.23 0.03
SD 16.6 16.6 16.5
Interpersonal Relationships
M 89.8 92.4 97.9 5.66 .004 0.50 0.34
SD 16.4 16.4 16.3
Empathy
M 96.1 99.4 97.5 0.54 .586 0.08 -0.11
SD 17.4 17.4 17.4
Social Responsibility
M 98.7 101.3 98.2 0.70 .497 -0.03 -0.20
SD 15.6 15.5 15.5

Decision Making Composite

M 89.5 88.4 99.2 10.31 < .001 0.58 0.64
SD 16.7 16.7 16.7
Problem Solving
M 90.1 89.7 99.9 11.19 < .001 0.62 0.65
SD 15.8 15.7 15.7
Reality Testing
M 92.4 97.0 97.8 2.59 .077 0.33 0.05
SD 16.2 16.2 16.1
Impulse Control
M 92.9 86.7 100.2 11.44 < .001 0.43 0.80
SD 16.9 16.9 16.8

Stress Management Composite

M 88.6 89.9 98.6 8.94 < .001 0.59 0.52
SD 17.0 17.0 16.9
Flexibility
M 94.3 90.1 99.6 6.22 .002 0.33 0.59
SD 16.1 16.1 16.0
Stress Tolerance
M 90.5 90.7 98.8 6.59 .002 0.49 0.48
SD 16.9 16.9 16.8
Optimism
M 87.5 94.0 98.4 8.44 < .001 0.62 0.25
SD 17.5 17.5 17.5

Happiness

M 85.0 91.1 98.8 13.75 < .001 0.79 0.44
SD 17.5 17.4 17.4

Note. Depressed/Dysthymic N = 77, Other Clinical N = 50, General Population N = 100. Positive Cohen's d values represent higher mean scores in general population group. Guidelines for evaluating |d| are .20 = small, .50 = medium, .80 = large.

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Table A.32. EQ-i 2.0 Scores by Racial/Ethnic Group in the Normative Sample

The following table displays means and standard deviations of the EQ-i 2.0 Total EI score, composite scales, and subscales in the Black, Hispanic/Latino, and White participants from the EQ-i 2.0 normative sample. F values provide statistical significance tests for the overall differences among racial/ethnic groups. Partial η2 values provide an effect size for describing the overall effect of race/ethnicity as small, medium, or large. Partial η2 values between .01 and .06, as found in the EQ-i 2.0 normative sample, suggest that any racial/ethnic differences in EQ-i 2.0 scores are small.

Scale

Black Hispanic/ Latino White F
(2, 3680)
Partial η2

Total EI

M 105.7 104.3 98.8 57.68 .03
SD 14.7 14.9 14.7

Self-Perception Composite

M 106.0 104.6 98.5 68.81 .04
SD 14.7 15.0 14.8
Self-Regard
M 105.8 104.5 98.5 65.81 .03
SD 14.6 14.9 14.7
Self-Actualization
M 104.8 104.2 98.7 49.28 .03
SD 14.7 14.9 14.7
Emotional Self-Awareness
M 104.4 102.8 99.1 30.48 .02
SD 14.8 15.1 14.9

Self-Expression Composite

M 105.9 104.0 98.9 55.51 .03
SD 14.8 15.0 14.8
Emotional Expression
M 102.8 103.0 99.3 18.30 .01
SD 14.8 15.1 14.9
Assertiveness
M 104.7 103.3 99.0 36.59 .02
SD 14.8 15.1 14.9
Independence
M 106.5 103.1 99.0 57.08 .03
SD 14.5 14.7 14.5

Interpersonal Composite

M 103.3 103.7 99.2 27.17 .01
SD 14.7 14.9 14.7
Interpersonal Relationships
M 103.8 104.0 99.2 32.03 .02
SD 14.8 15.0 14.8
Empathy
M 101.4 102.2 99.6 7.53 .00
SD 14.5 14.8 14.6
Social Responsibility
M 103.3 103.2 99.0 26.25 .01
SD 14.7 14.9 14.7

Decision Making Composite

M 105.2 102.2 99.3 32.32 .02
SD 14.6 14.9 14.7
Problem Solving
M 104.4 101.9 99.5 23.44 .01
SD 14.5 14.7 14.5
Reality Testing
M 104.0 102.5 99.3 24.29 .01
SD 14.8 15.1 14.9
Impulse Control
M 103.7 100.8 99.7 13.42 .01
SD 14.9 15.2 15.0

Stress Management Composite

M 104.1 103.9 99.0 36.11 .02
SD 14.8 15.0 14.8
Flexibility
M 103.8 103.4 99.1 28.07 .02
SD 15.0 15.2 15.0
Stress Tolerance
M 102.9 102.6 99.4 17.36 .01
SD 14.6 14.8 14.6
Optimism
M 103.5 103.7 99.1 29.30 .02
SD 14.8 15.1 14.9

Happiness

M 101.6 104.4 99.2 23.92 .01
SD 14.9 15.2 15.0

Note. Samples sizes vary due to missing data: Black, N = 419, Hispanic/Latino, N = 433, White, N = 2,831–2,834. All F-test values significant at p < .001. Guidelines for evaluating partial η2 are .01 = small; .06 = medium; .14 = large.

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Table A.33. Comparison of Simulation and Control Samples on EQ-i 2.0 Positive Impression and Negative Impression Scale Scores

The following table provides the means and standard deviations for the control and simulation (i.e., fake good/fake bad) groups for the EQ-i 2.0 Positive Impression (PI) and Negative Impression (NI) scales. F and p values provide statistical significance tests for the difference between groups. d values provide an effect size for evaluating differences as small, medium, or large. The validity of the PI and NI scales is supported by the meaningfully higher scores (i.e., d ≥ .20) found in the simulation group relative to the control group.

Response Style Scale

Control Group Simulation F (1, 194) p d
M SD M SD
Positive Impression 0.2 0.9 0.6 0.9 9.36 .003 0.61
Negative Impression 0.2 1.3 1.2 1.3 31.69 < .001 1.12

Note. N = 100 for each group. Positive Cohen's d values represent higher means in simulation samples. Guidelines for evaluating |d| are .20 = small, .50 = medium, .80 = large.

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Table A.34. Frequencies and Descriptive Statistics of Inconsistency Index Scores in EQ-i 2.0 Normative and Random Samples

The following table displays the proportion of participants in the EQ-i 2.0 normative sample and the sample of computer-generated random EQ-i 2.0 responses at each score on the EQ-i 2.0 Inconsistency Index (IncX). The mean and standard deviation of the IncX for each sample is also provided. d provides an effect size for evaluating the difference between the IncX scores of the two groups as small, medium, or large. The validity of the IncX scale is supported by the meaningfully higher scores (i.e., d ≥ .20) found in the random sample relative to the normative sample. The validity of the choice of IncX scale cutoff (i.e., 3) for identifying participants as potentially invalid would also be supported if it classifies a high proportion of random respondents as potentially invalid, as found in the EQ-i 2.0.

Inconsistency Index Score

Normative Sample Random Sample
N % N %
10 0 0.0 1 0.0
9 or higher 0 0.0 28 0.7
8 or higher 1 0.0 152 3.8
7 or higher 3 0.1 543 13.6
6 or higher 5 0.1 1,293 32.3
5 or higher 23 0.6 2,287 57.2
4 or higher 60 1.5 3,172 79.3
3 or higher 140 3.5 3,733 93.3
2 or higher 455 11.4 3,939 98.5
1 or higher 1,449 36.2 3,994 99.9
0 or higher 4,000 100.0 4,000 100.0
M (SD) 0.5 (0.9) 4.8 (1.6)
Cohen’s d 3.36

Note. An IncX score of 3 is used to indicate a potentially inconsistent response style. Positive Cohen's d values represent higher means in the random sample. Guidelines for evaluating |d| are .20 = small, .50 = medium, .80 = large.

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Table A.35. Demographic Description of EQ 360 2.0 Pilot Data (Ratees)

The following table summarizes the demographic characteristics of the person being rated (i.e., ratees) in the EQ 360 2.0 pilot data sample. Ideally, this sample should include representation from a wide range of demographic groups, as found in the EQ 360 2.0 pilot data.

Demographic

N %

Ratee Gender

Male 299 39.4
Female 449 59.2
Missing 11 1.4

Ratee Age Group (Years)

18–29 167 22.0
30–39 245 32.3
40–49 145 19.1
50–59 134 17.7
60+ 68 9.0

Ratee Race/Ethnicity

Black 54 7.1
Hispanic/Latino 42 5.5
White 564 74.3
Other 99 13.0

Total

759 100.0

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Table A.36. Comparison of EQ 360 2.0 Scores in U.S. and Canadian Samples

The following table provides mean and standard deviations of EQ 360 2.0 scores in U.S. and Canadian samples. d values provide an effect size to describe differences between the two countries as small, medium, or large. F and p values provide statistical significance tests for these differences. The lack of meaningful differences (i.e., |d| ≥ .20) found between U.S. and Canadian participants supports combining the two countries in the EQ 360 2.0 normative sample.

Scale

U.S. Canada Cohen’s d F p

Total EI

M 100.2 97.8 0.16 6.60 .010
SD 15.0 15.0

Self-Perception Composite

M 100.1 98.8 0.09 1.89 .169
SD 15.0 15.0
Self-Regard
M 100.2 98.2 0.13 4.19 .041
SD 15.0 15.0
Self-Actualization
M 100.1 98.9 0.08 1.52 .217
SD 15.0 15.0
Emotional Self-Awareness
M 100.0 99.8 0.01 0.05 .822
SD 15.0 15.0

Self-Expression Composite

M 100.2 97.5 0.18 8.27 .004
SD 15.0 15.0
Emotional Expression
M 100.3 97.0 0.22 11.71 .001
SD 14.8 14.9
Assertiveness
M 100.1 99.2 0.06 0.75 .386
SD 15.0 15.0
Independence
M 100.2 97.9 0.16 6.03 .014
SD 14.9 14.9

Interpersonal Composite

M 100.1 98.5 0.11 3.12 .077
SD 15.0 15.0
Interpersonal Relationships
M 100.1 98.6 0.10 2.59 .107
SD 15.0 15.0
Empathy
M 100.2 98.3 0.12 3.69 .055
SD 14.9 15.0
Social Responsibility
M 100.1 99.0 0.08 1.40 .237
SD 14.9 15.0

Decision Making Composite

M 100.3 97.0 0.22 12.03 .001
SD 15.0 15.0
Problem Solving
M 100.3 96.9 0.23 12.72 .000
SD 14.9 15.0
Reality Testing
M 100.1 98.6 0.10 2.59 .108
SD 15.0 15.0
Impulse Control
M 100.3 96.7 0.24 14.48 < .001
SD 15.0 15.0

Stress Management Composite

M 100.2 98.0 0.15 5.46 .019
SD 15.0 15.0
Flexibility
M 100.2 97.6 0.18 7.71 .006
SD 14.9 15.0
Stress Tolerance
M 100.1 98.5 0.11 2.87 .090
SD 14.9 15.0
Optimism
M 100.1 98.4 0.12 3.45 .063
SD 15.0 15.0

Happiness

M 100.1 99.0 0.07 1.24 .265
SD 15.0 15.0

Note. Positive Cohen's d values signify higher means in the U.S. group, negative Cohen’s d values signify higher means in the Canadian group. Sample sizes vary due to missing data: U.S. = 2,925 to 2,928, Canada = 272. df for F-tests = 1, 3195 (Total EI); 1, 3194 (composites); 1, 3192 (subscales). Guidelines for evaluating |d| are .20 = small, .50 = medium, .80 = large.

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Table A.37. Length of Rater/Ratee Relationship: EQ 360 2.0 Normative Sample

The following table describes the raters in the EQ 360 2.0 normative sample in terms of the length of their relationship with the ratee. Ideally, the majority of raters should have a long (at least one year) relationship with ratees to ensure ratings are well-informed, as found in over 90% of the EQ 360 2.0 normative sample.

Length of Relationship to Ratee

N %
Less than 3 Months 0 0.0
3 Months to Under 1 Year 308 9.6
1 to 5 Years 1,285 40.2
6 to 10 Years 522 16.3
Over 10 Years 1,085 33.9
Total 3,200 100.0

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Table A.38. Strength of Rater/Ratee Relationship: EQ 360 2.0 Normative Sample

The following table describes the raters in the EQ 360 2.0 normative sample in terms of the strength of their relationship with the ratee. Ideally, the majority of raters should have a strong (at least “Fairly Well”) relationship with ratees to ensure ratings are well-informed, as found in the EQ 360 2.0 normative sample.

How Well Rater Knows Ratee

N %
Not Very Well 0 0.0
Fairly Well 1,346 42.1
Well 793 24.8
Very Well 1,061 33.2
Total 3,200 100.0

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Table A.39. Distribution of Rater Types by Gender: EQ 360 2.0 Normative Sample

The following table describes the ratee gender distribution of the EQ 360 2.0 normative sample within rater types. Ideally, males and females should show similar proportions within rater types to ensure equal representation, as found in the EQ 360 2.0 normative sample.

Rater Type

Ratee Gender
Male Female Total
Direct Report 400 400 800
Manager 400 400 800
Work Peer 400 400 800
Family/Friend 400 400 800
Total 1,600 1,600 3,200

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Table A.40. Ratee Age Group by Gender Distribution: EQ 360 2.0 Normative Sample

The following table describes the gender distribution of the EQ 360 2.0 normative sample within age groups. Ideally, as found in the EQ 360 2.0 normative sample, the groups should show similar proportions, reflecting equal representation of all gender x age groups.

Ratee Age Group (Years)

Ratee Gender
Male Female Total
N % N % N %
18–24 118 3.7 124 3.9 242 7.6
25–29 185 5.8 190 5.9 375 11.7
30–34 185 5.8 186 5.8 371 11.6
35–39 191 6.0 189 5.9 380 11.9
40–44 191 6.0 189 5.9 380 11.9
45–49 188 5.9 178 5.6 366 11.4
50–54 183 5.7 189 5.9 372 11.6
55–59 181 5.7 182 5.7 363 11.3
60+ 178 5.5 173 5.4 351 10.9
Total 1,600 50.0 1,600 50.0 3,200 100.0

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Table A.41. Distribution of Ratee Race/Ethnicity by Rater Type: EQ 360 2.0 Normative Sample

The following table summarizes the racial/ethnic distribution of the EQ 360 2.0 normative sample along with Census information. Ideally, the normative sample should show race/ethnicity proportions similar to Census. Note that separate Census targets are provided for Direct Report rater types (i.e., the ratee is a manager) because racial/ethnic representation for managers is slightly different from the general population. All race/ethnic groups were within 4% of Census, suggesting the normative sample is representative of the general population.

Country

Ratee Race/Ethnicity

Rater Type
Direct Report Other Rater Types
(Manager, Work Peer, Family/Friend)
N % Census % N % Census %

U.S.

Other 50 6.8 6.7 156 7.1 6.7
Black 60 8.1 8.3 269 12.3 12.2
Hispanic/Latino 45 6.1 7.0 274 12.5 15.0
White 585 79.1 78.0 1489 68.1 66.1
Total 740 100.0 100.0 2188 100.0 100.0

Canada

White 47 78.3 80.0 177 83.5 80.0
Non-White 13 21.7 20.0 35 16.5 20.0
Total 60 100.0 100.0 212 100.0 100.0

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Table A.42. Ratee Geographic Region Distribution: EQ 360 2.0 Normative Sample

The following table summarizes the geographic region distribution of the EQ 360 2.0 normative sample along with Census information. Ideally, the normative sample should show region proportions similar to Census. These results were found for most of the regional groups in the EQ 360 2.0 normative sample, suggesting it is representative of the general population.

Country

Ratee Geographic Region

N % Census %

U.S.

Northeast 515 16.1 18.1
Midwest 646 20.2 21.9
South 1,063 33.2 36.7
West 704 22.0 23.3
Total 2,928 100.0 100.0

Canada

West 29 10.7 13.0
Prairies 31 11.4 17.1
Central 200 73.5 62.4
East 12 4.4 7.3
Total 272 100.0 100.0

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Table A.43. Multivariate Effects of Ratee Age, Gender, and Rater Type on EQ 360 2.0 Scores

The following table summarizes the results from the multivariate analyses of covariance (MANCOVAs) conducted on the composite scales and subscales to examine potential effects of gender, age, and rater type, or their respective interactions on EQ 360 2.0 scores in the normative sample. Wilks’ lambda ranges from 0.00 to 1.00 and depicts the amount of variance not explained by the demographic variable. F and p values convey the statistical significance of the demographic variables. Partial η2 values provide an effect size for describing the effects as small, medium, or large. Meaningful effect sizes (i.e., partial η2 ≥ .01) suggest differences among participants based on the demographic variable. Because the interaction effects were not significant at the multivariate level, the univaritate effects of the interactions were not explored.

Analysis

Demographic Variable

Wilks' Lambda F (df) p Partial η2

Composites

Gender .969 20.12 (5, 3166) < .001 .03
Age .970 4.87 (20, 10501.38) < .001 .01
Rater Type .932 15.17 (15, 8740.33) < .001 .02
Gender x Age .992 1.26 (20, 10501.38) .197 .00
Gender x Rater Type .996 0.76 (15, 8740.33) .726 .00
Age x Rater Type .974 1.41 (60, 14828.92) .021 .01

Subscales

Gender .909 19.76 (16, 3153) < .001 .09
Age .912 4.57(64, 12345.71) < .001 .02
Rater Type .843 11.52 (48, 9455) < .001 .06
Gender x Age .980 1.01 (64, 12345.71) .450 .01
Gender x Rater Type .927 0.97 (48, 9378.60) .537 .01
Age x Rater Type .927 1.26 (192, 30483.87) .009 .01

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Table A.44. Effect Sizes for Gender, Age, and Rater Type Effects in the EQ 360 2.0 Normative Sample

The following table summarizes the effect sizes for the effects of gender, age, and the rater type on the EQ 360 2.0 Total EI score, composite scales and subscales in the normative sample. Meaningful effect sizes (i.e., |d| ≥ .20; partial η2 ≥ .01) suggest differences among participants (ratees) based on the demographic variable, and that separate demographic norm groups may be required. The d and partial η2 values found in the EQ 360 2.0 normative sample suggest negligible or very small effects of ratee gender, ratee age, and rater type.

Scale

Ratee Gender (Cohen’s d) Ratee Age (partial η2) Rater Type (partial η2)

Total EI

-0.01 .00 .00

Self-Perception Composite

-0.02 .00 .00

Self-Regard

-0.11 .00 .01

Self-Actualization

-0.02 .00 .01

Emotional Self-Awareness

-0.15 .00 .01

Self-Expression Composite

-0.05 .00 .02

Emotional Expression

-0.29 .00 .00

Assertiveness

0.04 .00 .02

Independence

0.13 .01 .04

Interpersonal Composite

-0.12 .00 .01

Interpersonal Relationships

-0.01 .00 .01

Empathy

-0.19 .00 .01

Social Responsibility

-0.11 .01 .00

Decision Making Composite

0.06 .00 .01

Problem Solving

0.14 .00 .02

Reality Testing

0.02 .00 .01

Impulse Control

0.01 .01 .01

Stress Management Composite

0.08 .00 .01

Flexibility

0.04 .01 .01

Stress Tolerance

0.16 .00 .01

Optimism

0.01 .00 .00

Happiness

0.03 .00 .00

Note. N = 3,200. Positive Cohen’s d values represent higher scores in males, negative Cohen’s d values represent higher scores in females. Guidelines for evaluating |d| are .20 = small, .50 = medium, .80 = large. Guidelines for evaluating partial η2 are .01 = small, .06 = medium, .14 = large.

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Table A.45. Ratee Gender Differences in EQ 360 2.0 Scores

The following table provides means and standard deviations for the EQ 360 2.0 Total EI score, composite scales, and subscales for ratings of male and female ratees in the EQ 360 2.0 normative sample. F and p values convey the statistical significance of gender differences. p values less than .01, which were found for a few EQ 360 2.0 scales, suggest differences between male and female ratees.

Scale

Ratee Gender F p
Male Female

Total EI

M

99.8 99.8 0.01 .936

SD

15.6 15.6

Self-Perception Composite

M

99.8 99.9 0.05 .818

SD

15.6 15.7
Self-Regard

M

101.0 99.1 11.98 .001

SD

15.6 15.6
Self Actualization

M

99.8 99.9 0.02 .885

SD

15.6 15.6
Emotional Self-Awareness

M

98.6 101.0 18.65 < .001

SD

15.6 15.6

Self-Expression Composite

M

99.6 100.2 1.21 .271

SD

15.5 15.5
Emotional Expression

M

97.7 101.9 60.03 < .001

SD

15.5 15.5
Assertiveness

M

100.3 99.6 1.66 .198

SD

15.5 15.5
Independence

M

100.9 98.9 14.27 < .001

SD

15.2 15.2

Interpersonal Composite

M

99.0 100.7 10.20 .001

SD

15.6 15.6
Interpersonal Relationships

M

99.9 99.9 0.00 .995

SD

15.6 15.6
Empathy

M

98.4 101.3 27.97 < .001

SD

15.5 15.5
Social Responsibility

M

99.1 100.8 8.97 .003

SD

15.6 15.6

Decision Making Composite

M

100.3 99.4 2.90 .088

SD

15.6 15.6
Problem Solving

M

100.9 98.9 13.82 < .001

SD

15.4 15.4
Reality Testing

M

100.0 99.7 0.37 .541

SD

15.6 15.6
Impulse Control

M

100.0 99.8 0.06 .811

SD

15.6 15.6

Stress Management Composite

M

100.4 99.0 5.78 .016

SD

15.6 15.6
Flexibility

M

99.9 99.3 1.04 .307

SD

15.5 15.5
Stress Tolerance

M

101.1 98.5 22.99 < .001

SD

15.5 15.5
Optimism

M

100.0 99.7 0.34 .559

SD

15.6 15.7

Happiness

M

100.2 99.6 1.11 .291

SD

15.7 15.7

Note. Sample sizes vary due to missing data: Males, N = 1,598–1,600; females, N = 1,599–1,600. df for F-tests = 1, 3190 (Total EI); 1, 3189 (composites); 1, 3187 (subscales). Positive d values represent higher mean scores in males, negative d values represent higher mean scores in females. Guidelines for evaluating |d| = .20 (small); .50 (medium); .80 (large).

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Table A.46. Ratee Age Differences in EQ 360 2.0 Scores

The following table provides means and standard deviations for the EQ 360 2.0 Total EI score, composite scales, and subscales for the various rate age groups in the EQ 360 2.0 normative sample. F and p values convey the statistical significance of age differences. p values less than .01, which were found for a few EQ 360 2.0 scales, suggest a difference in scores among EQ 360 2.0 ratee age groups.

Scale

Ratee Age F p
18–29 Years 30–39 Years 40–49 Years 50–59 Years 60+ Years

Total EI

M 98.9 100.8 100.4 100.4 98.5 2.39 .048
SD 15.2 14.9 15.0 15.0 15.0

Self-Perception Composite

M 99.0 100.8 100.4 100.1 99.1 1.70 .148
SD 15.2 15.0 15.0 15.0 15.0
Self-Regard
M 99.0 100.3 100.1 100.1 100.6 0.84 .500
SD 15.1 14.9 14.9 14.9 15.0
Self Actualization
M 98.9 100.9 100.5 100.2 98.6 2.44 .045
SD 15.1 14.9 14.9 14.9 15.0
Emotional Self-Awareness
M 99.5 100.7 100.4 100.1 98.3 1.84 .118
SD 15.1 14.9 14.9 14.9 15.0

Self-Expression Composite

M 98.6 100.3 100.9 100.6 98.9 2.89 .021
SD 15.0 14.8 14.8 14.8 14.9
Emotional Expression
M 100.4 100.3 100.5 99.7 98.2 1.72 .143
SD 15.1 14.8 14.8 14.9 14.9
Assertiveness
M 98.9 99.8 100.7 100.6 99.8 1.59 .175
SD 15.1 14.8 14.8 14.9 14.9
Independence
M 97.5 100.6 100.9 101.0 99.4 6.64 < .001
SD 14.8 14.5 14.5 14.6 14.6

Interpersonal Composite

M 99.0 100.8 99.9 100.4 99.2 1.68 .153
SD 15.1 14.9 14.9 14.9 15.0
Interpersonal Relationships
M 100.4 100.6 99.7 99.8 98.8 1.17 .324
SD 15.2 14.9 14.9 15.0 15.0
Empathy
M 99.0 100.9 100.2 100.1 99.1 1.66 .156
SD 15.1 14.9 14.9 14.9 14.9
Social Responsibility
M 97.4 100.6 99.8 101.6 100.2 6.98 < .001
SD 15.1 14.9 14.9 14.9 15.0

Decision Making Composite

M 98.4 100.6 100.5 100.8 98.8 3.37 .009
SD 15.1 14.9 14.9 14.9 15.0
Problem Solving
M 98.5 100.6 100.6 100.5 99.3 2.54 .038
SD 15.0 14.8 14.8 14.8 14.8
Reality Testing
M 99.2 100.8 100.4 100.3 98.4 2.12 .076
SD 15.2 14.9 14.9 15.0 15.0
Impulse Control
M 98.3 100.2 100.4 101.3 99.3 3.91 .004
SD 15.1 14.9 14.9 14.9 15.0

Stress Management Composite

M 100.1 101.0 100.3 99.7 97.4 3.69 .005
SD 15.1 14.9 14.9 14.9 15.0
Flexibility
M 101.3 101.2 100.4 98.9 96.3 8.97 < .001
SD 15.1 14.8 14.9 14.9 14.9
Stress Tolerance
M 99.0 100.9 100.5 100.4 98.0 3.33 .010
SD 15.0 14.8 14.8 14.8 14.9
Optimism
M 100.1 100.5 100.0 99.8 98.6 0.99 .414
SD 15.2 15.0 15.0 15.0 15.0

Happiness

M 100.6 100.6 99.7 99.6 99.0 1.04 .385
SD 15.2 15.0 15.0 15.0 15.1

Note. Sample sizes vary due to missing data: 18–29 Years, N = 616–617; 30–39 Years, N = 750–751; 40–49 Years, N = 746; 50–59 Years, N = 746; 60+ Years, N = 350–351. df for F-tests = 4, 3190 (Total EI); 4, 3189 (composites); 4, 3187 (subscales).

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Table A.47. Rater Type Differences in EQ 360 2.0 Scores

The following table provides means and standard deviations for the EQ 360 2.0 Total EI score, composite scales, and subscales for the various rater types in the EQ 360 2.0 normative sample. F and p values convey the statistical significance of rater type differences.

Scale

Rater Type F p
Direct Report Manager Work Peer Friend/Family Member

Total EI

M 101.4 98.2 99.5 100.2 5.63 .001
SD 15.8 15.8 15.6 15.5

Self-Perception Composite

M 101.4 98.5 99.4 100.2 4.89 .002
SD 15.8 15.8 15.6 15.5
Self-Regard
M 102.4 98.6 100.2 98.9 9.85 < .001
SD 15.8 15.8 15.6 15.5
Self Actualization
M 101.7 98.6 99.0 100.0 6.25 < .001
SD 15.8 15.8 15.6 15.5
Emotional Self-Awareness
M 99.1 98.9 99.3 102.0 7.38 < .001
SD 15.7 15.8 15.5 15.4

Self-Expression Composite

M 103.0 97.1 99.5 99.9 18.78 < .001
SD 15.7 15.7 15.5 15.3
Emotional Expression
M 99.5 99.9 100.9 98.9 2.24 .082
SD 15.7 15.7 15.5 15.4
Assertiveness
M 102.9 97.8 98.7 100.5 16.46 < .001
SD 15.7 15.7 15.5 15.4
Independence
M 104.5 95.6 99.1 100.3 44.86 < .001
SD 15.4 15.4 15.2 15.1

Interpersonal Composite

M 98.6 99.4 99.8 101.8 6.12 < .001
SD 15.8 15.8 15.6 15.4
Interpersonal Relationships
M 98.4 99.0 99.9 102.2 9.45 < .001
SD 15.8 15.8 15.6 15.5
Empathy
M 98.4 99.4 99.6 102.0 8.05 < .001
SD 15.7 15.7 15.5 15.4
Social Responsibility
M 99.6 100.1 99.9 100.2 0.27 .847
SD 15.8 15.8 15.6 15.5

Decision Making Composite

M 101.8 98.4 99.9 99.2 7.08 < .001
SD 15.8 15.8 15.6 15.4
Problem Solving
M 103.2 97.4 100.4 98.5 21.79 < .001
SD 15.6 15.6 15.4 15.3
Reality Testing
M 99.8 98.7 99.1 101.7 5.75 .001
SD 15.8 15.8 15.6 15.5
Impulse Control
M 101.7 99.8 100.3 97.8 8.41 < .001
SD 15.8 15.8 15.6 15.4

Stress Management Composite

M 102.0 98.1 99.2 99.5 8.80 < .001
SD 15.8 15.8 15.6 15.4
Flexibility
M 102.2 98.5 99.9 97.8 12.48 < .001
SD 15.7 15.7 15.5 15.4
Stress Tolerance
M 102.2 97.8 99.3 99.8 10.79 < .001
SD 15.7 15.7 15.5 15.4
Optimism
M 100.9 98.7 98.8 100.8 4.83 .002
SD 15.8 15.8 15.6 15.5

Happiness

M 100.7 98.7 99.9 100.2 2.34 .072
SD 15.9 15.9 15.6 15.5

Note. Sample sizes vary due to missing data: Direct Report, N = 798–800; Manager, N = 799–800; Work Peer, N = 800; Family/Friend, N = 800. df for F-tests = 3, 3190 (Total EI); 3, 3189 (composites); 3, 3187 (subscales).

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Figure A.2. Histogram of EQ 360 2.0 Total EI Standard Score in the Normative Sample

The following figure illustrates the distribution of EQ 360 2.0 Total EI scores in the normative sample. Distributions that approximate a normal (“bell-shaped”) curve, such as in the figure below, suggest it is unnecessary to apply a normalizing transformation to EQ 360 2.0 scores.


EQ 360 2.0 Total EI Standard Score

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Table A.48. Internal Consistency: EQ 360 2.0 Normative Sample

The following table summarizes the internal consistency (Cronbach’s alpha) values for the EQ 360 2.0 Total EI score, composite scales, and subscales in the EQ 360 2.0 normative sample. Alpha values range from 0.00 to 1.00. Higher values, as found in the EQ 360 2.0 normative sample, support the excellent reliability of the EQ 360 2.0.

Scale

# of items EQ 360 2.0 Normative Sample

Total EI

118 .98

Self-Perception Composite

24 .94
Self-Regard
8 .87
Self-Actualization
9 .92
Emotional Self-Awareness
7 .86

Self-Expression Composite

23 .89
Emotional Expression
8 .82
Assertiveness
7 .79
Independence
8 .85

Interpersonal Composite

23 .96
Interpersonal Relationships
7 .92
Empathy
9 .94
Social Responsibility
6 .87

Decision Making Composite

24 .94
Problem Solving
8 .90
Reality Testing
9 .89
Impulse Control
8 .86

Stress Management Composite

24 .95
Flexibility
8 .86
Stress Tolerance
8 .90
Optimism
8 .92

Well-Being Indicator

8 .92

Note. N = 3,200.

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Table A.49. Demographic Characteristics of EQ 360 2.0 Test-Retest Sample

The following table summarizes the demographic characteristics of the EQ 360 2.0 test-retest sample. Ideally, this sample should include representation from a wide range of demographic groups, as found in the EQ 360 2.0 test-retest sample.

Demographic

N %

Ratee Gender

Male 100 49.3
Female 103 50.7

Ratee Race/Ethnicity

Black 45 22.2
Hispanic/Latino 30 14.8
White 112 55.2
Other 16 7.9

Ratee Age Group (Years)

18–29 52 25.6
30–39 48 23.6
40–49 45 22.2
50–59 43 21.2
60+ 15 7.4

Ratee U.S. Geographic Region

Northeast 29 14.3
Midwest 39 19.2
South 84 41.4
West 50 24.6

Rater Type

Direct report 23 11.3
Manager 51 25.1
Work Peer 96 47.3
Friend/Family Member 33 16.3

Total

203 100.0

Note. All demographic variables represent ratees except Rater Type. Mean and standard deviation for age was unavailable. Region value for one participant was Canada. Time interval mean = 19.3 days (SD = 2.4 days), range = 14–23 days.

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Table A.50. EQ 360 2.0 Test-Retest Correlations and Descriptive Statistics

The following table displays the test-retest correlations, as well as time 1 and time 2 means and standard deviations for the EQ 360 2.0 Total EI score, composite scales, and subscales. Correlations range from 0.00 to 1.00. Higher values, as found in the EQ 360 2.0, suggest very good test-retest reliability.

Scale

Test-retest r Time 1 Time 2
M SD M SD

Total EI

.89 98.4 14.9 98.2 16.0

Self-Perception Composite

.83 98.3 14.8 98.9 16.1
Self-Regard
.82 98.5 14.7 99.0 15.5
Self-Actualization
.81 98.2 14.8 98.6 16.0
Emotional Self-Awareness
.78 98.8 15.0 99.4 16.0

Self-Expression Composite

.84 98.2 14.6 98.0 15.8
Emotional Expression
.79 99.6 14.2 99.2 13.9
Assertiveness
.76 98.8 14.8 98.6 15.2
Independence
.84 97.5 15.7 97.4 16.9

Interpersonal Composite

.89 98.2 15.2 98.3 15.6
Interpersonal Relationships
.89 98.3 15.9 98.0 16.1
Empathy
.86 98.3 15.4 98.2 15.5
Social Responsibility
.84 98.5 14.5 99.4 15.1

Decision Making Composite

.86 98.9 14.5 98.1 15.8
Problem Solving
.82 98.8 15.4 98.1 16.3
Reality Testing
.83 98.7 14.5 98.7 15.4
Impulse Control
.78 99.7 14.0 98.4 15.4

Stress Management Composite

.89 98.8 15.3 98.4 16.3
Flexibility
.81 99.5 15.5 98.3 15.9
Stress Tolerance
.85 99.3 14.9 98.4 15.9
Optimism
.85 98.1 15.5 98.9 15.9

Happiness

.87 98.4 15.0 98.7 15.8

Note. N = 203.

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Table A.51. Differences between Time 1 and Time 2 EQ 360 2.0 Standard Scores

The following table summarizes the differences between time 1 and time 2 scores for the EQ 360 2.0 Total EI score, composite scales, and subscales. The first set of results (% of Respondents) lists the percentage of respondents whose scores decreased by more than 15 points, changed by 15 points or less, or increased by more than 15 points over time. Test-retest stability is supported if the majority of respondents show changes of 15 points or less over time, as found in the EQ 360 2.0. The mean and standard deviation of these differences across participants is also provided, along with the 95% confidence interval (CI), which illustrates whether the difference is statistically meaningful for the sample as a whole. That is, if the CI includes zero between the lower bound (LB) and upper bound (UB), as found for the majority of EQ 360 2.0 scales, the difference is not statistically meaningful.

Scale

% of Respondents M
Diff
SD 95% CI
Scores Decreased More than 1 SD
(15 Points)
Scores Changed by 1 SD or Less
(15 Points)
Scores Increased More than 1 SD
(15 Points)
LB UB

Total EI

3.4 95.1 1.5 -0.2 7.4 -0.9 0.6

Self-Perception Composite

3.4 92.1 4.4 0.6 9.1 -0.3 1.6
Self-Regard
2.5 92.2 5.4 0.5 9.2 -0.5 1.6
Self-Actualization
2.5 94.5 3.0 0.4 9.6 -0.7 1.4
Emotional Self-Awareness
3.0 90.6 6.4 0.8 10.4 -0.1 1.7

Self-Expression Composite

3.9 93.6 2.5 -0.3 8.6 -1.1 0.6
Emotional Expression
4.4 90.2 5.4 -0.4 9.2 -1.3 0.6
Assertiveness
7.9 85.3 6.9 -0.2 10.5 -1.1 0.7
Independence
3.9 93.6 2.5 -0.1 9.2 -1.0 0.9

Interpersonal Composite

3.0 95.6 1.5 0.1 7.3 -0.6 0.8
Interpersonal Relationships
2.0 96.1 2.0 -0.3 7.4 -1.2 0.5
Empathy
3.0 94.5 2.5 -0.1 8.1 -0.9 0.7
Social Responsibility
1.5 95.1 3.4 1.0 8.5 0.2 1.7

Decision Making Composite

4.9 94.1 1.0 -0.8 8.2 -1.6 0.0
Problem Solving
4.9 91.7 3.4 -0.7 9.6 -1.7 0.3
Reality Testing
3.4 94.6 2.0 0.0 8.9 -1.0 1.0
Impulse Control
6.9 90.1 3.0 -1.4 9.7 -2.2 -0.5

Stress Management Composite

3.9 95.1 1.0 -0.5 7.6 -1.2 0.3
Flexibility
5.9 89.7 4.4 -1.2 9.7 -2.2 -0.3
Stress Tolerance
5.4 92.6 2.0 -0.9 8.4 -1.7 0.0
Optimism
4.9 93.6 1.5 0.8 8.5 -0.0 1.7

Happiness

3.4 93.6 3.0 0.3 8.0 -0.6 1.1

Note.  N = 203. M Diff = mean difference; CI = confidence interval; LB = lower bound, UB = upper bound.

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Table A.52. Correlations among EQ 360 2.0 Composite Scales (Normative Sample)

The following table illustrates the correlations among the EQ 360 2.0 composite scales in the EQ 360 2.0 normative sample. Correlations range from 0.00 to 1.00, with higher values suggesting the scales share a relevant common psychological characteristic (i.e., emotional intelligence).   Moderately sized correlations, like those that were found in the EQ 360 2.0, support both the concept that the scales measure a common psychological characteristic, as well as the multidimensional factor structure of the EQ 360 2.0.

Composite Scale

SP SE IS DM SM
SP. Self-Perception Composite        
SE. Self-Expression Composite .79      
IS. Interpersonal Composite .81 .64    
DM. Decision Making Composite .80 .74 .74  
SM. Stress Management Composite .85 .75 .80 .86

Note. N = 3,200. All correlations significant at p < .01. Guidelines for evaluating r are .10 = small, .30 = medium, .50 = large.

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Table A.53. Correlations among EQ 360 2.0 Subscales (Normative Sample)

The following table illustrates the correlations among the EQ 360 2.0 subscales in the EQ 360 2.0 normative sample. Correlations range from 0.00 to 1.00, with higher values suggesting the scales share a relevant common psychological characteristic (i.e., emotional intelligence).  Shaded cells portray correlations of subscales within their respective composite scales. Moderate correlations support the multidimensional factor structure of the EQ 360 2.0.

Scale

Self-Perception Self-Expression Interpersonal Decision Making Stress Management HA
SR SA ES EE AS IN IR EM RE PS RT IC FL ST OP

SR. Self-Regard

                             

SA. Self-Actualization

.72                            

ES. Emotional Self-Awareness

.54 .67                          

EE. Emotional Expression

.51 .49 .56                        

AS. Assertiveness

.58 .62 .53 .41                      

IN. Independence

.64 .63 .40 .37 .60                    

IR. Interpersonal Relationships

.59 .71 .67 .61 .45 .43                  

EM. Empathy

.49 .68 .76 .59 .40 .37 .81                

RE. Social Responsibility

.56 .76 .65 .50 .48 .43 .71 .75              

PS. Problem Solving

.68 .68 .50 .48 .54 .80 .55 .53 .53            

RT. Reality Testing

.64 .79 .82 .52 .60 .56 .74 .80 .72 .66          

IC. Impulse Control

.43 .49 .42 .31 .23 .50 .45 .54 .47 .67 .55        

FL. Flexibility

.57 .58 .51 .57 .35 .60 .61 .59 .53 .74 .61 .60      

ST. Stress Tolerance

.70 .78 .63 .46 .59 .69 .66 .64 .63 .80 .78 .60 .69    

OP. Optimism

.72 .78 .66 .54 .47 .50 .77 .74 .71 .64 .74 .50 .63 .75  

HA. Happiness

.80 .76 .62 .59 .48 .52 .77 .68 .67 .63 .71 .48 .63 .71 .87

Note. N = 3,200. All correlations significant at p < .01. Cutoffs for evaluating r are .10 = small, .30 = medium, .50 = large. Shaded cells represent subscale groupings within composite scales.

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Table A.54. Demographic Distribution of Self-Other Agreement Sample

The following table summarizes the demographic characteristics of the EQ 360 2.0 self-other agreement sample. Ideally, this sample should include representation from a wide range of demographic groups, as found in the EQ 360 2.0 self-other agreement sample.

Demographic

N %

Ratee Gender

Male 52 48.1
Female 56 51.9

Ratee Race/Ethnicity

Black 4 3.7
Hispanic/Latino 26 24.1
White 77 71.3
Other 1 0.9

Ratee Age Group (Years)

18–29 19 17.6
30–39 43 39.8
40–49 29 26.9
50–59 14 13.0
60+ 3 2.8
M (SD) 38.9 (10.3)

Ratee U.S. Geographic Region

Northeast 35 32.4
Midwest 11 10.2
South 62 57.4
West 0 0.0

Ratee Education Level

High school or less 19 17.6
Some college 27 25.0
College or higher 62 57.4

Total

108 100.0

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Table A.55.  Self-Other Agreement Correlations between the EQ-i 2.0 and EQ 360 2.0

The following table summarizes the self (EQ-i 2.0) – other (EQ 360 2.0) agreement correlations for the Total EI score, composite scales, and subscales. Correlations range from 0.00 to 1.00, with higher values suggesting higher levels of self-other agreement. Moderate correlations, like those found in this study, provide support for the validity of the EQ 360 2.0. That is, small correlations would indicate a lack of self-other agreement, and very high correlations would indicate redundancy in capturing both self and other ratings. The moderately sized correlations support the validity of the EQ 360 2.0 and provide support for collecting both self and rater reports.

Scale

Self-Other Agreement (r) EQ-i 2.0 EQ 360 2.0
M SD M SD

Total EI

.60 102.7 15.4 103.9 14.3

Self-Perception Composite

.57 104.7 15.0 105.6 17.1
Self-Regard
.61 101.7 15.3 99.9 18.4
Self-Actualization
.51 105.9 13.3 106.1 14.8
Emotional Self-Awareness
.52 105.0 15.4 108.7 16.7

Self-Expression Composite

.66 101.4 16.3 102.3 15.0
Emotional Expression
.50 101.5 15.4 99.9 17.5
Assertiveness
.56 102.9 16.9 104.2 14.9
Independence
.59 99.0 17.0 101.7 14.1

Interpersonal Composite

.65 105.3 15.8 106.4 14.3
Interpersonal Relationships
.55 103.7 15.3 104.6 13.5
Empathy
.65 104.5 15.6 107.3 15.0
Social Responsibility
.59 105.6 15.0 105.3 14.7

Decision Making Composite

.54 101.2 16.9 103.2 13.4
Problem Solving
.55 97.8 16.7 99.5 12.6
Reality Testing
.52 106.1 15.4 108.9 15.0
Impulse Control
.52 99.6 16.9 100.1 14.4

Stress Management Composite

.52 98.8 13.9 100.0 13.0
Flexibility
.49 93.5 15.3 94.0 15.1
Stress Tolerance
.44 99.6 15.5 101.2 13.1
Optimism
.70 103.3 13.5 104.2 15.1

Happiness

.72 102.6 13.1 102.2 16.0

Note. N = 108. All correlations significant at p < .01. Guidelines for evaluating r are .10 = small, .30 = medium, .50 = large.

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Table A.56. Comparison of EQ-i 2.0 and EQ 360 2.0 Standard Scores

The following table summarizes the differences between self (EQ-i 2.0) and other (EQ 360 2.0) scores for the EQ-i 2.0/EQ 360 2.0 Total EI score, composite scales, and subscales. This table lists the percentage of respondents who showed EQ 360 2.0 scores that were higher than their EQ-i 2.0 scores by more than 10 points, scores that differed by 10 points or less, and those whose EQ-i 2.0 scores were higher than their EQ 360 2.0 scores by more than 10 points. Self-other agreement (or self-other consistency) is supported if many respondents show differences of 10 points or less, as found in the EQ 360 2.0 self-other agreement sample.

Scale

% of Respondents
EQ 360 2.0 Scores
Higher by > 10 Points
Scores Differ by
10 Points or Less
EQ 360 2.0 Scores
Higher by > 10 Points

Total EI

23.1 59.3 17.6

Self-Perception Composite

21.3 61.1 17.6
Self-Regard
16.7 61.1 22.2
Self-Actualization
21.3 62.0 16.7
Emotional Self-Awareness
32.4 50.9 16.7

Self-Expression Composite

19.4 63.9 16.7
Emotional Expression
27.8 58.3 13.9
Assertiveness
22.2 60.2 17.6
Independence
27.8 53.7 18.5

Interpersonal Composite

25.0 61.1 13.9
Interpersonal Relationships
21.3 63.9 14.8
Empathy
27.8 58.3 13.9
Social Responsibility
20.4 56.5 23.1

Decision Making Composite

30.6 50.0 19.4
Problem Solving
27.8 53.7 18.5
Reality Testing
28.7 53.7 17.6
Impulse Control
25.9 50.0 24.1

Stress Management Composite

26.9 57.4 15.7
Flexibility
23.1 56.5 20.4
Stress Tolerance
28.7 54.6 16.7
Optimism
14.8 68.5 16.7

Happiness

15.7 67.6 16.7

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Table A.57. Demographic Characteristics of SAS-SR Validity Sample

The following table summarizes the demographic characteristics of the Social Adjustment Scale–Self-Report (SAS-SR ; Weissman, 1999) validity sample. Ideally, this sample should include representation from a wide range of demographic groups, as found in the SAS-SR validity sample.

Demographic

N %

Ratee Gender

Male 52 48.1
Female 56 51.9

Ratee Age Group (Years)

18–29 19 17.6
30–39 43 39.8
40–49 29 26.9
50–59 14 13.0
60+ 3 2.8
M (SD) 38.9 (10.3)

Ratee Race/Ethnicity

Black 4 3.7
Hispanic/Latino 26 24.1
White 77 71.3
Other 1 0.9

Ratee Education Level

High School or Less 19 17.6
Some College/University 27 25.0
College/University or Higher 62 57.4

Ratee U.S. Geographic Region

Northeast 35 32.4
Midwest 11 10.2
South 62 57.4
West 0 0.0

Total

108 100.0

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Table A.58. Multiple Regression Results for EQ-i 2.0 and EQ 360 2.0 Predicting Social Adjustment Scale–Self-Report Total Scores

The following table summarizes the extent to which the EQ-i 2.0 and EQ 360 2.0 are independently related to Social Adjustment Scale–Self-Report (SAS–SR) scores. Significant (p < .05) beta (β) values demonstrate independent associations with SAS–SR scores. Significant (p < .05) ƒ2 values, as found for the EQ 360 2.0 Total EI score and many composite scales and subscales suggest the EQ 360 2.0 provides added value over the EQ-i 2.0 in relation to SAS–SR scores.

Scale

R Step 1 Step 2 R2 R2 change ƒ2
EQ-i 2.0 EQ-i 2.0 EQ 360 2.0 Step 1 Step 2
EQ-i 2.0 EQ 360 2.0 β p β p β p

Total EI

-.45 -.42 -0.45 < .01 -0.31 .01 -0.23 .03 .20 .24 .03 .04

Self-Perception Composite

-.45 -.43 -0.45 < .01 -0.30 .01 -0.26 .01 .20 .25 .05 .06
Self-Regard
-.50 -.46 -0.50 < .01 -0.35 < .01 -0.25 .02 .25 .29 .04 .05
Self-Actualization
-.38 -.39 -0.38 < .01 -0.24 .02 -0.27 .01 .14 .19 .05 .06
Emotional Self-Awareness
-.25 -.33 -0.25 .01 -0.11 .30 -0.27 .01 .06 .12 .05 .06

Self-Expression Composite

-.51 -.39 -0.51 < .01 -0.44 < .01 -0.10 .35 .26 .26 .01 .01
Emotional Expression
-.41 -.29 -0.41 < .01 -0.35 < .01 -0.11 .27 .17 .18 .01 .01
Assertiveness
-.34 -.30 -0.34 < .01 -0.26 .02 -0.15 .17 .12 .13 .02 .02
Independence
-.41 -.33 -0.41 < .01 -0.34 < .01 -0.13 .23 .17 .18 .01 .01

Interpersonal Composite

-.27 -.38 -0.27 < .01 -0.04 .71 -0.35 < .01 .07 .15 .07 .09
Interpersonal Relationships
-.30 -.37 -0.30 < .01 -0.14 .20 -0.29 .01 .09 .15 .06 .07
Empathy
-.18 -.36 -0.18 .06 0.10 .41 -0.43 < .01 .03 .14 .11 .12
Social Responsibility
-.24 -.30 -0.24 .01 -0.11 .36 -0.23 .04 .06 .10 .04 .04

Decision Making Composite

-.38 -.35 -0.38 < .01 -0.26 .01 -0.21 .05 .14 .17 .03 .04
Problem Solving
-.42 -.37 -0.42 < .01 -0.32 < .01 -0.19 .07 .18 .21 .03 .03
Reality Testing
-.21 -.37 -0.21 .03 -0.02 .84 -0.36 < .01 .04 .14 .09 .11
Impulse Control
-.26 -.15 -0.26 .01 -0.26 .02 -0.02 .89 .07 .07 .00 .00

Stress Management Composite

-.31 -.31 -0.31 < .01 -0.20 .06 -0.21 .06 .10 .13 .03 .04
Flexibility
-.08 -.11 -0.08 .42 -0.03 .76 -0.09 .42 .01 .01 .01 .01
Stress Tolerance
-.25 -.29 -0.25 .01 -0.15 .15 -0.22 .04 .06 .10 .04 .04
Optimism
-.40 -.35 -0.40 < .01 0.29 .02 -0.15 .23 .16 .17 .01 .01

Happiness

-.56 -.43 -0.56 < .01 -0.51 < .01 -0.07 .57 .31 .31 .00 .00

Note.  N = 108. Correlations of .19 and above are significant at p < .05, correlations of .25 and above are significant at p < .01. Guidelines for evaluating r are .10 = small, .30 = medium, .50 = large. Guidelines for evaluating f2 are .02 = small, .15 = medium, .35 = large.

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Table A.59. Interaction Effects between Rater Race/Ethnicity and Ratee Race/Ethnicity: EQ 360 2.0 Normative Sample

The following table summarizes the results from the analysis of covariance (ANCOVA) and multivariate analyses of covariance (MANCOVAs) conducted on the composite scales and subscales to examine potential effects of ratee race, rater race, and the interaction between the two on EQ 360 2.0 scores in the normative sample. Wilks’ lambda ranges from 0.00 to 1.00 and depicts the amount of variance not explained by the demographic variable. F and p values convey the statistical significance of the demographic variables. Partial η2 values provide an effect size for describing the effects as small, medium, or large. The effect sizes found (all less than .06) suggest negligible differences among participants based on rater and ratee race.

Analysis

Effect

Wilks’ Lambda F (df) p partial η2

Total EI

Rater Race (White vs. non-White) n/a 0.10
(1, 2948)
.757 .00
Ratee Race (Black vs. Hispanic/Latino vs. White) n/a 1.95
(2, 2948)
.143 .00
Rater Race x Ratee Race n/a 2.41
(2, 2948)
.090 .00

Composite Scales

Rater Race (White vs. non-White) .994 3.46
(5, 2944)
.004 .01
Ratee Race (Black vs. Hispanic/Latino vs. White) .995 1.43
(10, 5888)
.160 .00
Rater Race x Ratee Race .995 1.48
(10, 5888)
.141 .00

Subscales

Rater Race (White vs. non-White) .980 3.72
(16, 2931)
< .001 .02
Ratee Race (Black vs. Hispanic/Latino vs. White) .980 1.89
(32, 5862)
.002 .01
Rater Race x Ratee Race .982 1.68
(32, 5862)
.010 .01

Note. N = 2,956. F-test values represent univariate effects for the Total EI score and multivariate effects for the composite scales and subscales. Guidelines for evaluating partial η2 are .01 = small; .06 = medium; .14 = large. n/a = not applicable.

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