Personality Scales for Intelligent Adults - Statistics of Aspergoid scale

© Paul Cooijmans

Introduction

These statistics are from the version of the PSIA that was in use from 2003 to 2007, and was highly similar to the later Revision 2007. The scores are t-scores (mean = 50, σ = 10) normed on an earlier group (partly overlapping this one) so this group may not have an exact mean and σ of 50 and 10. An explanation of the scale can be found through the test's order page.

Explanatory and analytical remarks regarding the interpretation of the statistics are purposely largely avoided, so it is up to the reader to study the report carefully and thus obtain a clear impression of the test's validity — that is, "what it measures". Although the statistics sometimes reveal an almost chilling discriminative power, experience shows that explicitly observing that in a remark tends to evoke negative responses in persons who recognize themselves ("Your remark betrays that your are biased! The test only measures your personal biases!", et cetera).

Scores on PSIA Aspergoid as of 18 February 2023

Contents type: Personality test other than for mental ability.   Period: 2003-2007

18 *
22 *
25 *
29 *
30 ***
31 ****
32 **
33 ****
34 ********
35 ***
36 ******
37 *****
38 **********
39 ****
40 ********
41 ***********
42 ***********
43 *************
44 **********
45 *******
46 ******
47 **********
48 **************
49 **************
50 ****************
51 ********
52 ***************
53 *********
54 *************
55 *******
56 ****
57 ********
58 *****
59 ********
60 ***
61 *********
63 **
64 **
65 *******
66 *******
67 **
68 *
69 *
70 **
71 **
73 ***
74 *
79 *
80 *
87 *

Scores by males

n = 238

18 *
22 *
25 *
29 *
31 ***
32 **
33 ****
34 *****
36 *****
37 ****
38 **********
39 ***
40 ***
41 ******
42 ***********
43 ***********
44 *********
45 ******
46 *****
47 *******
48 ***********
49 *************
50 ************
51 ********
52 ***********
53 ******
54 *************
55 ******
56 ***
57 ********
58 ***
59 *******
60 ***
61 ********
63 **
64 **
65 *****
66 ******
67 *
69 *
70 **
71 **
73 ***
74 *
79 *
80 *
87 *

Scores by females

n = 57

30 ***
31 *
34 ***
35 ***
36 *
37 *
39 *
40 *****
41 *****
43 **
44 *
45 *
46 *
47 ***
48 ***
49 *
50 ****
52 ****
53 ***
55 *
56 *
58 **
59 *
61 *
65 **
66 *
67 *
68 *

Correlation of PSIA Aspergoid with other mental ability tests

Test name n r
Short Test For Genius40.94
Letters40.92
Graduate Record Examination50.68
Problems In Gentle Slopes of the second degree40.66
Mega Test (Ronald K. Hoeflin)40.61
Cito-toets50.60
Cattell Culture Fair120.51
Raven's Advanced Progressive Matrices (raw)80.48
Logima Strictica 36 (Robert Lato)160.48
916 Test (Laurent Dubois)50.43
Chimera High Ability Riddle Test (Bill Bultas)40.42
Words40.40
Tests by Greg Grove (aggregate)140.40
The Marathon Test40.39
European I.Q. Test60.37
Cooijmans Intelligence Test - Form 2200.36
Scholastic Aptitude Test (old)80.35
Odds70.33
Strict Logic Spatial Exam 48 (Jonathan Wai)40.32
Cooijmans On-Line Test60.32
Sigma Test (Melão Hindemburg)100.30
Numbers160.28
Qoymans Automatic Test #140.26
Daedalus Test40.25
Qoymans Automatic Test #350.24
Cooijmans Intelligence Test - Form 170.22
The Nemesis Test80.19
KIT Intelligence Test - first attempts90.14
Verbal section of The Marathon Test40.12
Spatial Insight Test140.12
International High IQ Society tests (aggregate)220.12
Evens40.08
Non-Verbal Cognitive Performance Examination (Xavier Jouve)200.04
Numerical Insight Test80.02
Isis Test130.01
Cartoons of Shock80.00
Qoymans Automatic Test #24-0.02
Cooijmans On-Line Test - Two-barrelled version4-0.03
Space, Time, and Hyperspace23-0.03
The Final Test22-0.04
Verbal section of Test For Genius - Revision 200426-0.04
Qoymans Multiple-Choice #56-0.05
Wechsler Adult Intelligence Scales12-0.06
American College Testing program7-0.09
Qoymans Multiple-Choice #491-0.09
Unknown and miscellaneous tests57-0.10
Reason Behind Multiple-Choice11-0.10
Culture Fair Numerical Spatial Examination - Final version (Etienne Forsström)12-0.10
Lieshout International Mesospheric Intelligence Test17-0.14
Qoymans Multiple-Choice #17-0.14
Genius Association Test29-0.14
Qoymans Multiple-Choice #325-0.17
Spatial section of The Marathon Test6-0.17
Long Test For Genius9-0.18
Test of the Beheaded Man9-0.19
Test of Shock and Awe9-0.20
The Sargasso Test11-0.21
Test of Inductive Reasoning / J.C.T.I. (Xavier Jouve)8-0.22
Test For Genius - Revision 200426-0.25
Reason13-0.26
Analogies of Long Test For Genius13-0.29
Spatial section of Test For Genius - Revision 200426-0.32
Qoymans Multiple-Choice #26-0.33
Numerical and spatial sections of The Marathon Test6-0.34
Association subtest of Long Test For Genius14-0.35
Titan Test (Ronald K. Hoeflin)8-0.36
Reason Behind Multiple-Choice - Revision 20086-0.37
Strict Logic Sequences Exam I (Jonathan Wai)20-0.39
The Test To End All Tests16-0.40
Raven's Advanced Progressive Matrices (I.Q.)6-0.45
Epiq Tests (aggregate)7-0.48
Bonsai Test6-0.51
Numerical section of The Marathon Test6-0.51
Tests by Nicolas Elenas (aggregate)6-0.51
Reason - Revision 20086-0.53
Narcissus' last stand4-0.57
The Bonsai Test - Revision 20165-0.62
Cooijmans Intelligence Test - Form 44-0.63
Reflections In Peroxide4-0.64
Psychometric Qrosswords5-0.65
Cooijmans Intelligence Test - Form 39-0.65
Associative LIMIT7-0.76
W-87 (International Society for Philosophical Enquiry)7-0.88
Scholastic Aptitude Test (new)4-0.96
Problems In Gentle Slopes of the third degree5-1.00

Weighted average of correlations: -0.067 (N = 950)

Estimated g factor loading: -0.26

Ranking in above table is based on the unrounded correlations. All available data is present in this table, no tests are left out except for those with less than 4 score pairs. All known pairs are used, including possible floor/ceiling scores or outliers.

Correlation of PSIA Aspergoid with other tests - for females

Test name n r
(80) Qoymans Multiple-Choice #411-0.15
(242) Unknown and miscellaneous tests4-0.68

Weighted average of correlations: -0.291 (N = 15)

Estimated g factor loading among females: -0.54

Ranking in above table is based on the unrounded correlations. All available data is present in this table, no tests are left out except for those with less than 4 score pairs. All known pairs are used, including possible floor/ceiling scores or outliers.

Estimated loadings of PSIA Aspergoid on particular item types

These are estimated g factor loadings, but against homogeneous tests (containing only particular item types) as opposed to non-compound heterogeneous tests. Although tending to surprise the lay person, it is not uncommon for tests to have high loadings on item types they do not actually contain themselves. Such loadings reflect the empirical fact that most tests for mental abilities measure primarily g, regardless of their contents; that the major part of test score variance is caused by g, and only a minor part by factors germane to particular item types. It is of key importance to understand that this is a fact of nature, a natural phenomenon, and not something that was built into the tests by the test constructors.

Typeng loading of PSIA Aspergoid on that type
Verbal276-0.34
Numerical61-0.24
Spatial90-0.33
Logical37-0.38
Heterogeneous198-0.06

N = 662

Compound tests have been left out of this table to avoid overlap.

Balanced g loading = -0.27

National means for PSIA Aspergoid

Country n mean score
Mexico361.33
Poland356.67
Italy355.33
Brazil752.86
South_Africa451.50
United_States9851.21
China351.00
Sweden1750.88
Israel450.50
Canada950.11
India1249.42
Korea_South348.67
Norway547.80
Spain647.00
Netherlands3446.35
Turkey446.25
United_Kingdom1345.38
Germany1245.00
Australia644.33
Yugoslavia542.60
Belgium839.75
Finland537.20

For reasons of privacy, only countries with 3 or more candidates are included in this table. Ranking is based on the unrounded means, and then alphabetic.

Correlation with national I.Q.'s of PSIA Aspergoid

Correlation of this test with national average I.Q.'s published by Lynn and Vanhanen:

Correlation of PSIA Aspergoid with personal details

Personalia n r
PSIA Deviance factor2950.87
Gifted Adult's Inventory of Aspergerisms180.77
PSIA Introverted2950.73
PSIA Rare2950.67
PSIA Neurotic2950.59
PSIA System factor470.44
Observed associative horizon100.38
PSIA Cold2950.38
PSIA Antisocial2950.35
PSIA Cruel2950.30
PSIA Just2950.28
Disorders (own)2920.27
Year of birth2920.24
Disorders (parents and siblings)2910.21
PSIA True2950.16
Sex2950.12
Mother's educational level2790.11
PSIA Extreme2950.10
Observed behaviour190.09
Father's educational level2770.09
PSIA Rational295-0.03
PSIA Ethics factor295-0.06
PSIA Orderly295-0.10
Educational level292-0.27
Cooijmans Inventory of Neo-Marxist Attitudes9-0.56

Correlation with personal details of PSIA Aspergoid - within females

Personalia n r
PSIA Deviance factor570.88
PSIA Introverted570.77
PSIA Rare570.71
PSIA Neurotic570.61
Disorders (parents and siblings)540.37
PSIA Antisocial570.35
Disorders (own)550.34
PSIA Cold570.26
Mother's educational level470.23
PSIA Cruel570.21
PSIA True570.19
PSIA System factor100.06
PSIA Extreme570.05
Father's educational level470.04
PSIA Just570.03
PSIA Orderly570.01
PSIA Ethics factor57-0.02
Educational level55-0.06
Year of birth55-0.13
PSIA Rational57-0.15

Correlation with personal details of PSIA Aspergoid - within males

Personalia n r
PSIA Deviance factor2380.87
Gifted Adult's Inventory of Aspergerisms150.77
PSIA Introverted2380.71
PSIA Rare2380.67
PSIA Neurotic2380.62
PSIA System factor370.49
Observed associative horizon90.46
PSIA Cold2380.39
PSIA Antisocial2380.35
PSIA Just2380.32
Year of birth2370.32
PSIA Cruel2380.30
Disorders (own)2370.26
Disorders (parents and siblings)2370.19
PSIA True2380.15
Observed behaviour180.12
PSIA Extreme2380.12
Mother's educational level2320.10
Father's educational level2300.09
PSIA Rational238-0.05
PSIA Ethics factor238-0.06
PSIA Orderly238-0.13
Educational level237-0.33
Cooijmans Inventory of Neo-Marxist Attitudes8-0.55

Estimated g factor loadings for restricted ranges

In parentheses the number of score pairs on which that estimated g factor loading is based. The goal of this is to verify the hypothesis that g becomes less important, accounts for a smaller proportion of the variance, at higher I.Q. levels. The mere fact of restricting the range like this also depresses the g loading compared to computing it over the test's full range, so it would be normal for these values to be lower than the test's full-range g loading.

Below 1st quartile0.59 (227)
Below median0.32 (524)
Above median-0.46 (447)
Above 3rd quartile-0.38 (189)

Positive in the bottom half, negative in the upper half, and slightly negative on the whole.