Ψ Drdeenz_ The Psychometric Tool
☰
🏠 Main Page 📝 Questionnaire
Research Dataset

Ambivert Personality Continuum Scale (APCS)

Normative and Psychometric Statistics
PRELIMINARY N=95 α=1.017 1Countries
Abstract

Ambivert Personality Continuum Scale (APCS) normative dataset currently contains 95 participant records collected between Jun 22, 2026 and Jun 23, 2026 .

This psychometric dataset currently includes 95 anonymous participant responses collected through voluntary participation. The observed mean score was 49.71 with a standard deviation of 8.73, indicating moderate score variability within the sampled population. Internal consistency reliability analysis demonstrated excellent reliability (Cronbach alpha = 1.017). Observed skewness (-1.24) and kurtosis (2.81) were examined as indicators of distribution quality. The distribution demonstrated mild departures from normality, although the overall score pattern remained broadly interpretable for preliminary normative purposes.

95
Participants
1
Countries
96
Items
1.017
Reliability
Table 1
Dataset Overview
Assessment Ambivert Personality Continuum Scale (APCS)
Research Status Developing Dataset
Dataset Maturity 40 /100 — PRELIMINARY
Participants 95
Countries Represented 1
Items 96
Dimensions 24
Data Collection Period Jun 22, 2026 – Jun 23, 2026
Reliability α = 1.017
Note. The current Ambivert Personality Continuum Scale (APCS) dataset contains 95 participant records collected from 1 countries. Dataset maturity reflects sample size, geographic diversity, and internal consistency reliability.
Table 2
Descriptive Statistics
Statistic Value
Mean Score 49.71%
Median Score 54
Standard Deviation 8.73
Variance 76.19
Standard Error 0.9
95% CI Lower 47.95
95% CI Upper 51.46
Minimum Score 18%
Maximum Score 66%
Observed Range 48
Note. M = 49.71, SD = 8.73, Median = 54. The 95% confidence interval ranged from 47.95 to 51.46.
Table 3
Sample Characteristics
Variable Summary
Participants N = 95
Countries 1
Age Information Available
Gender Information Available
Note. Demographic information was collected voluntarily. Participant counts may vary across demographic categories when information was not reported.
Figure 1
Global Participation
Note. Participants were represented across 1 countries. The largest contribution originated from IN (100% of available geographic records).
Table 4
Percentile Norms
Percentile Score Interpretation
10th 39% Very Low
25th 44% Below Average
50th 54% Average
75th 55% Above Average
90th 55% Elevated
Note. Percentile values provide preliminary normative benchmarks derived from the current Ambivert Personality Continuum Scale (APCS) sample.
Figure 2
Score Distribution
Note. Observed scores ranged from 18% to 66% (M = 49.71, SD = 8.73). Distribution characteristics included skewness (-1.24) and kurtosis (2.81). Distribution indices suggested mild departures from normality.
Table 5
Reliability Analysis
Metric Value
Cronbach Alpha 1.017
Reliability Classification Excellent
Participants 95
Items 96
Standard Error 0.9
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
Insufficient Sample Size

Item–total correlations are not currently reported because the assessment has fewer than 100 participant responses. Psychometric item analysis requires a larger sample to produce stable and interpretable estimates.

Current Participants: 95
Minimum Recommended: 100
Table 7
Dimension Norms
Dimension Mean SD N
Reflective Processing 65.14% 22.71 91
Context Flexibility 62.74% 24.58 91
Social Energy 62.52% 31.23 95
ENFJ 62.24% 31.45 91
ISTP 61.88% 25.63 91
ENTJ 61.19% 31.28 91
ENTP 58.86% 34.19 91
Social Switching 57.66% 25.43 91
ISFJ 57.29% 25.71 91
INTP 56.43% 26.35 91
ISTJ 55.18% 25.25 91
ESTJ 54.62% 25.76 91
ENFP 52.73% 14.83 91
INFJ 50.01% 18.23 91
ESFP 47.62% 19.85 91
ISFP 47.08% 17.13 91
ESFJ 46.37% 15.6 91
INFP 44.66% 25.63 91
Behavioral Balance 39.34% 28.12 91
Social Initiative 38.29% 25.28 91
Solitude Preference 36.4% 21.97 91
Adaptability 33.29% 23.27 95
ESTP 31.32% 31.04 91
INTJ 23.88% 27.11 91
Note. Dimension statistics summarize normative performance across the major constructs measured by Ambivert Personality Continuum Scale (APCS).
Figure 5
Dimension Profile
Note. The highest observed dimension was Reflective Processing (65.1%), whereas the lowest observed dimension was INTJ (23.9%). The observed difference between dimensions was 41.3 percentage points. Substantial variation was observed between dimensions.
Table 8
Dataset Growth Summary
Metric Value
Current Participants 95
Countries 1
Collection Start Jun 22, 2026
Collection End Jun 23, 2026
Months Recorded 1
Note. Growth statistics summarize cumulative participation throughout the observed data collection period.
Normative Data Notice

A total of 95 participant responses were available for this assessment. Dimension-level norms were calculated using 95 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

Ambivert Personality Continuum Scale (APCS). Research Dataset. Retrieved from https://drdeenz.com/ambivert-test/statistics/

Dataset Export

Download CSV Dataset