Introvert, Extrovert or Ambivert Test - Am I Introvert or Extrovert?
Research Dataset
Deenz IEA Personality Inventory (DIEA)
Normative and Psychometric Statistics
DEVELOPING
N=323
α=0.459
42Countries
Abstract
Deenz IEA Personality Inventory (DIEA)
normative dataset currently contains
323
participant records collected between
Jun 11, 2026
and
Aug 21, 2026
.
This psychometric dataset currently includes 323 anonymous participant responses collected through voluntary participation. The observed mean score was 53.1 with a standard deviation of 10.1, indicating moderate score variability within the sampled population. Internal consistency reliability analysis produced a Cronbach alpha of 0.459, which falls below commonly accepted psychometric standards and should be interpreted cautiously until additional data are collected. Observed skewness (-0.92) and kurtosis (1.91) were examined as indicators of distribution quality. The score distribution appeared reasonably balanced and did not suggest substantial departures from normality.
323
Participants
42
Countries
18
Scale Items
0.459
Reliability
Table 1
Dataset Overview
Assessment
Deenz IEA Personality Inventory (DIEA)
Research Status
Established Dataset
Dataset Maturity
50
/100 —
DEVELOPING
Participants
323
Countries Represented
42
Items
18
Dimensions
3
Data Collection Period
Jun 11, 2026
–
Aug 21, 2026
Reliability
α =
0.459
Note.
The current Deenz IEA Personality Inventory (DIEA) dataset contains 323 participant records collected from 42 countries. Dataset maturity reflects sample size, geographic diversity, and internal consistency reliability.
Table 2
Descriptive Statistics
Statistic
Value
Mean Score
53.1%
Median Score
54
Standard Deviation
10.1
Variance
101.93
Standard Error
0.56
95% CI Lower
52
95% CI Upper
54.2
Minimum Score
11%
Maximum Score
74%
Observed Range
63
Note.
M = 53.1, SD = 10.1, Median = 54. The 95% confidence interval ranged from 52 to 54.2.
Table 3
Sample Characteristics
Variable
Summary
Participants
N =
323
Countries
42
Age Information
Available
Gender Information
Available
Note.
Demographic information was collected voluntarily. Participant counts may vary across demographic categories when information was not reported.
Age Distribution
Age Group
Participants
under18
97
18-24
46
prefer_not
21
25-34
21
45-54
15
35-44
12
55plus
10
Gender Distribution
Gender
Participants
Female
142
Male
72
Prefer_not
8
Figure 1
Global Participation
Note.
Participants were represented across 42 countries. The largest contribution originated from BR (15.2% of available geographic records).
Country
Participants
Percent
BR
49
15.2%
DE
43
13.3%
GB
34
10.5%
FR
28
8.7%
UY
26
8%
US
24
7.4%
IN
22
6.8%
ES
13
4%
CA
7
2.2%
AT
7
2.2%
UA
7
2.2%
CH
6
1.9%
NL
5
1.5%
CL
5
1.5%
MX
5
1.5%
TR
5
1.5%
AR
3
0.9%
BY
3
0.9%
JP
2
0.6%
EC
2
0.6%
BE
2
0.6%
RE
2
0.6%
KZ
2
0.6%
RU
2
0.6%
GA
2
0.6%
PE
1
0.3%
VE
1
0.3%
PL
1
0.3%
PH
1
0.3%
GR
1
0.3%
HU
1
0.3%
CN
1
0.3%
GL
1
0.3%
ID
1
0.3%
CO
1
0.3%
PT
1
0.3%
AO
1
0.3%
CG
1
0.3%
LU
1
0.3%
PF
1
0.3%
SK
1
0.3%
SV
1
0.3%
Table 4
Percentile Norms
Percentile
Score
Interpretation
10th
40%
Very Low
25th
47%
Below Average
50th
54%
Average
75th
60%
Above Average
90th
64%
Elevated
Note.
Percentile values provide preliminary normative benchmarks derived from the current Deenz IEA Personality Inventory (DIEA) sample.
Figure 2
Score Distribution
Note.
Observed scores ranged from 11% to 74% (M = 53.1, SD = 10.1). Distribution characteristics included skewness (-0.92) and kurtosis (1.91).
Distribution indices suggested no substantial departures from normality.
Table 5
Reliability Analysis
Metric
Value
Cronbach Alpha
0.459
Reliability Classification
Unacceptable
Participants
323
Items
18
Standard Error
0.56
Note.
Internal consistency was estimated using Cronbach alpha. Reliability estimates are based on the current normative dataset and may change as additional responses are collected.
Item–Total Correlations
Item Analysis Interpretation
Item–total correlations were generally strong across the assessment, indicating that most items contribute effectively to the measurement of the underlying construct.
The analysis identified17
itemsthat may benefit from future review.
Items Recommended for Future Review
Q1
(r = 0.11)
Friends say I don’t talk much at parties.
Q2
(r = 0.24)
I hate deep talks.
Q3
(r = 0.29)
My mood decides if I want to go out or stay home.
Q4
(r = 0.12)
I usually follow back the people who follow me.
Q5
(r = -0.03)
I find it hard to sit quietly.
Q6
(r = -0.1)
I prefer new friends to old ones.
Q7
(r = 0.27)
I like spending time alone.
Q8
(r = -0.11)
I enjoy being noticed.
Q9
(r = 0.22)
I hate quiet/shy people.
Q10
(r = 0.22)
I enjoy long, calm walks or reading quietly.
Q11
(r = 0.22)
I feel people are watching me when I go out.
Q12
(r = -0.04)
I hate sitting quietly for too long.
Q13
(r = 0.26)
I am okay with just listening.
Q14
(r = 0.29)
I cancel plans when I feel tired.
Q15
(r = -0.1)
People say I talk a lot.
Q17
(r = 0.3)
I don’t share my thoughts easily.
Q18
(r = 0.12)
I speak first and think later.
The lowest item–total correlation was observed for Q8 ("I enjoy being noticed."; r = -0.10), indicating comparatively weaker alignment with the overall construct.
Table 7
Dimension Norms
Dimension
Mean
SD
N
Introversion
64.65%
20.49
323
Ambiversion
61.65%
22.48
323
Extroversion
43.3%
14.94
323
Note.
Dimension statistics summarize normative performance across the major constructs measured by Deenz IEA Personality Inventory (DIEA).
Figure 5
Dimension Profile
Note.
The highest observed dimension was Introversion (64.7%), whereas the lowest observed dimension was Extroversion (43.3%). The observed difference between dimensions was 21.4 percentage points. Substantial variation was observed between dimensions.
Table 8
Dataset Growth Summary
Metric
Value
Current Participants
323
Countries
42
Collection Start
Jun 11, 2026
Collection End
Aug 21, 2026
Months Recorded
3
Note.
Growth statistics summarize cumulative participation throughout the observed data collection period.
Normative Data Notice
A total of
323
participant responses were available for this assessment.
Dimension-level norms were calculated using
323
valid response records.
Approximately
0
response record(s) were excluded from dimension-level normative calculations due to incomplete response patterns.
Limitations
Normative statistics are derived from voluntary participation and may not represent all populations. Reliability estimates, percentile norms, and dimension statistics should be interpreted in the context of the current sample and may change as additional responses are collected.
Ethical Statement
All records included in this dataset were collected anonymously. No personally identifying information is stored. Data are intended for educational, psychometric, and research purposes.
Recommended Citation
Deenz IEA Personality Inventory (DIEA). Research Dataset. Retrieved from https://drdeenz.com/introvert-extrovert-test/statistics/