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Machiavellianism Test
Research Dataset

Machiavellian Personality Scale (MPS)

Normative and Psychometric Statistics
PRELIMINARY N=4 α=0 4Countries
Abstract

Machiavellian Personality Scale (MPS) normative dataset currently contains 4 participant records collected between Jul 4, 2026 and Jul 7, 2026 .

This psychometric dataset currently includes 4 anonymous participant responses collected through voluntary participation. The observed mean score was 65.75 with a standard deviation of 8.34, indicating moderate score variability within the sampled population. Internal consistency reliability analysis produced a Cronbach alpha of 0, which falls below commonly accepted psychometric standards and should be interpreted cautiously until additional data are collected. Observed skewness (-1.34) and kurtosis (1.75) 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.

4
Participants
4
Countries
16
Scale Items
0
Reliability
Table 1
Dataset Overview
Assessment Machiavellian Personality Scale (MPS)
Research Status Preliminary Dataset
Dataset Maturity 5 /100 — PRELIMINARY
Participants 4
Countries Represented 4
Items 16
Dimensions 4
Data Collection Period Jul 4, 2026 – Jul 7, 2026
Reliability α = 0
Note. The current Machiavellian Personality Scale (MPS) dataset contains 4 participant records collected from 4 countries. Dataset maturity reflects sample size, geographic diversity, and internal consistency reliability.
Table 2
Descriptive Statistics
Statistic Value
Mean Score 65.75%
Median Score 68
Standard Deviation 8.34
Variance 69.58
Standard Error 4.17
95% CI Lower 57.58
95% CI Upper 73.92
Minimum Score 54%
Maximum Score 73%
Observed Range 19
Note. M = 65.75, SD = 8.34, Median = 68. The 95% confidence interval ranged from 57.58 to 73.92.
Table 3
Sample Characteristics
Variable Summary
Participants N = 4
Countries 4
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 4 countries. The largest contribution originated from MN (25% of available geographic records).
Table 4
Percentile Norms
Percentile Score Interpretation
10th 54% Very Low
25th 54% Below Average
50th 66% Average
75th 70% Above Average
90th 70% Elevated
Note. Percentile values provide preliminary normative benchmarks derived from the current Machiavellian Personality Scale (MPS) sample.
Figure 2
Score Distribution
Note. Observed scores ranged from 54% to 73% (M = 65.75, SD = 8.34). Distribution characteristics included skewness (-1.34) and kurtosis (1.75). Distribution indices suggested mild departures from normality.
Table 5
Reliability Analysis
Metric Value
Cronbach Alpha 0
Reliability Classification Unacceptable
Participants 4
Items 16
Standard Error 4.17
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: 4
Minimum Recommended: 100
Table 7
Dimension Norms
Dimension Mean SD N
Desire for Control 75% 14.58 4
Desire for Status 73.5% 12.23 4
Amoral Manipulation 67% 13.22 4
Distrust of Others 54% 9.52 4
Note. Dimension statistics summarize normative performance across the major constructs measured by Machiavellian Personality Scale (MPS).
Figure 5
Dimension Profile
Note. The highest observed dimension was Desire for Control (75%), whereas the lowest observed dimension was Distrust of Others (54%). The observed difference between dimensions was 21 percentage points. Substantial variation was observed between dimensions.
Table 8
Dataset Growth Summary
Metric Value
Current Participants 4
Countries 4
Collection Start Jul 4, 2026
Collection End Jul 7, 2026
Months Recorded 1
Note. Growth statistics summarize cumulative participation throughout the observed data collection period.
Normative Data Notice

A total of 4 participant responses were available for this assessment. Dimension-level norms were calculated using 4 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

Machiavellian Personality Scale (MPS). Research Dataset. Retrieved from https://drdeenz.com/machiavellianism-test/statistics/

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