Abstract: Preliminary data obtained from 60 vultologically classified individuals, using the CTVC3, is compared against data from the Energetics Survey 1 (ES1), to test the degree of dependence between psychology and vultology. A chi-square examination was performed on the two groups to check for dependency, with no dependency as the null hypothesis. The results showed a critical chi-square value equivalent to p ≤0.005, leading to a rejection of the null hypothesis. The vultological classifications and psychological survey result data show a statistically significant dependency, evidencing that vultological type corresponds to psychological type designation via the ES1.
Vultology is a method of classification that relies on facial expressions, body mannerisms and voice tone to categorize people based on their most habitual mode of expressivity. However, whether a vultological classification has significant correspondence to psychological classification has remained untested. In this study, the Cognitive Type Vultology Code 3.0 (CTVC3) was used to classify 60 volunteers (3 subjects were removed due to unclear and unusable data) as one of four energetic types. These four energetic types are:
After vultological classification had been determined, the Energetics Survey 1 (ES1), a psychometric instrument composed of 40 questions, was administered to the volunteers, to independently measure their psychological aspects according to four possible results:
Both points of data were compared against the null hypothesis (H0) and against the alternative hypothesis (H1) which predicts a nonrandom correspondence between PR↔Je, RR↔Ji, PF↔Je, and RF↔Pi according to the Cognitive Typology model. Pearson's chi-square test was used to measure whether the null hypothesis is a good fit for the data.
The CTVC3 contains 30 energetic signals which were used in this study. These are:
Classification was determined by the sum of the Rigid or Fluid signals and the four energetics, then a comparison against the four separate sums was calculated to determine the highest value:
The 60 participant's classifications were:
Figure 1
| Subject | ES1 | CTVC3 | Dev | Model Match? |
| Volunteer 1
Volunteer 2 Volunteer 3 Volunteer 4 Volunteer 5 Volunteer 6 Volunteer 7 Volunteer 8 Volunteer 9 Volunteer 10 Volunteer 11 Volunteer 12 Volunteer 13 Volunteer 14 Volunteer 15 Volunteer 16 Volunteer 17 Volunteer 18 Volunteer 19 Volunteer 20 Volunteer 21 Volunteer 22 Volunteer 23 Volunteer 24 Volunteer 25 Volunteer 26 Volunteer 27 Volunteer 28 Volunteer 29 Volunteer 30 Volunteer 31 Volunteer 32 Volunteer 33 Volunteer 34 Volunteer 35 Volunteer 36 Volunteer 37 Volunteer 38 Volunteer 39 Volunteer 40 Volunteer 41 Volunteer 42 Volunteer 43 Volunteer 44 Volunteer 45 Volunteer 46 Volunteer 47 Volunteer 48 Volunteer 49 Volunteer 50 Volunteer 51 Volunteer 52 Volunteer 53 Volunteer 54 Volunteer 55 Volunteer 56 Volunteer 57 Volunteer 58 Volunteer 59 Volunteer 60 |
Je
Je Pe Pe Je Ji Ji Ji Ji Ji Ji Ji Ji Ji Ji Ji Ji Ji Ji Ji Ji Ji Ji Ji Pe Pe Pe Pi Pi Pi Je Je Ji Ji Ji Ji Ji Ji Ji Ji Pe Pe Pe Pe Pe Pe Pe Pe Pe Pe Pe Pe Pi Pi Je Ji Pi Pi Pi Pi |
PR
PR PR PR RR RR RR RR RR RR RR RR RR RR RR RR RR RR RR RR RR RR RR RR RR RR RR RR RR RR PF PF PF PF PF PF PF PF PF PF PF PF PF PF PF PF PF PF PF PF PF PF PF PF RF RF RF RF RF RF |
l-ll
lll- l--l l-ll l--l ll-- l--- l--- l--l ll-- l-l- l--- l--- l--- l--- ll-- ll-- ll-- ll-- lll- ll-- l--- ll-l l--- l--l ll-- ll-l l--- l--l l--l l--- llll ll-l l-l- llll lll- ll-- ll-- ll-- ll-- l--- ll-- l--l l-l- lll- l--l ll-- llll lll- lll- ll-- l-ll ll-l ll-l ll-- lll- ll-l l--- l--- ll-- |
Yes
Yes No No No Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes No No No No No No No No No No No No No No No No Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes No No No No Yes Yes Yes Yes |
Using the data from Fig.1 the following table is constructed, where the groups are rows RR, PF, RF, PR and the responses are columns Ji, Pe, Pi and Je.
Figure 2
| Vultology | Ji | Pe | Pi | Je | TOTAL |
| RR | 19 | 3 | 3 | 1 | 26 |
| PF | 8 | 12 | 2 | 2 | 24 |
| RF | 1 | 0 | 4 | 1 | 6 |
| PR | 0 | 2 | 0 | 2 | 4 |
| TOTAL | 28 | 17 | 9 | 6 | 60 |
If we hypothesize that the vultology and survey results (group and response) are independent, the expected probabilities that a person in the sample is in both groups (e.g. RR and Ji), would be as follows:
Figure 3
| P(A and B) | P(A) * P(B) | Expected Percentage | Expected Freq. |
| P(RR and Ji) | (26/60)*(28/60) | 20.22% | 12.13 |
| P(PF and Pe) | (24/60)*(16/60) | 11.33% | 6.8 |
| P(RF and Pi) | (6/60)*(9/60) | 1.5% | 0.9 |
| P(PR and Je) | (4/60)*(6/60) | 0.67% | 0.4 |
The expected RR↔Ji frequency would be 12.13, and we observe a frequency of 19. The expected PR↔Pe frequency is 6.8, and we observe a frequency of 12. The expected RF↔Pi frequency is 0.9, and we observe a frequency of 4. The expected frequency of PR↔Je is 0.4, and we observe a frequency of 1. To calculate the X2 statistic, we use the chi-square formula:

The resulting calculation yields a chi-square statistic of X2 = 24.94. We then calculate the degrees of freedom (df) as (r-1)(c-1), to arrive at df=9. The critical chi-square (Xc2) value for df=9 and p=0.05 is 16.919. A comparison of our X2 result of 24.94 to the critical value 16.919 shows a higher statistic than the critical value needed, compelling us to reject the null hypothesis (H0) in favor of the alternative hypothesis (H1). The resulting chi-square statistic of X2 = 24.94 extends beyond the needed critical value, and to a higher value of p ≤0.005 (23.589).
The vultology classifications from the CTVC3 and the ES1 psychological survey data show a statistically significant dependency, at a strength of p ≤0.005. These two separate forms of measurement have a dependent relationship to one another, allowing for the possibility of predicting psychology from a vultological analysis, at a rate high above chance.
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