Personality Scales for Intelligent Adults - Statistics of Rational 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 Rational as of 18 February 2023

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

22 *
24 *
25 **
27 *
29 *
30 *
31 *
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 *********
62 **
63 *******
64 ***
65 ********
66 *
67 ****
68 **
69 ***
70 *
71 *
72 *
82 *

Scores by males

n = 238

25 *
29 *
30 *
31 *
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 ********
62 *
63 *******
64 ***
65 *******
66 *
67 ****
68 **
69 ***
70 *
71 *
72 *
82 *

Scores by females

n = 57

22 *
24 *
25 *
27 *
34 **
37 ****
38 ****
39 **
40 **
41 ***
42 *******
43 *
44 **
45 *
46 ***
48 **
50 ***
51 **
52 **
53 **
54 *
55 *
56 **
57 **
58 **
61 *
62 *
65 *

Correlation of PSIA Rational with other mental ability tests

Test name n r
Problems In Gentle Slopes of the second degree40.99
Short Test For Genius40.90
Analogies of Long Test For Genius130.85
Cooijmans Intelligence Test - Form 440.84
Scholastic Aptitude Test (new)40.78
Long Test For Genius90.76
Spatial section of The Marathon Test60.74
Qoymans Automatic Test #140.73
Test of the Beheaded Man90.73
Daedalus Test40.70
Numerical and spatial sections of The Marathon Test60.68
Odds70.65
Cooijmans Intelligence Test - Form 390.64
Spatial Insight Test140.61
Reason - Revision 200860.60
Graduate Record Examination50.60
Numerical section of The Marathon Test60.58
Mega Test (Ronald K. Hoeflin)40.55
The Bonsai Test - Revision 201650.55
Epiq Tests (aggregate)70.55
Psychometric Qrosswords50.54
Bonsai Test60.54
Reason Behind Multiple-Choice - Revision 200860.53
Non-Verbal Cognitive Performance Examination (Xavier Jouve)200.48
The Sargasso Test110.48
Titan Test (Ronald K. Hoeflin)80.46
Cooijmans On-Line Test - Two-barrelled version40.42
Associative LIMIT70.42
Spatial section of Test For Genius - Revision 2004260.42
Letters40.40
Qoymans Multiple-Choice #170.38
Space, Time, and Hyperspace230.38
Narcissus' last stand40.37
The Nemesis Test80.36
Qoymans Multiple-Choice #260.36
Lieshout International Mesospheric Intelligence Test170.36
The Test To End All Tests160.35
Qoymans Multiple-Choice #560.33
Test For Genius - Revision 2004260.33
Scholastic Aptitude Test (old)80.31
Wechsler Adult Intelligence Scales120.26
Problems In Gentle Slopes of the third degree50.24
Reflections In Peroxide40.23
Logima Strictica 36 (Robert Lato)160.21
Unknown and miscellaneous tests570.20
Qoymans Multiple-Choice #3250.18
Qoymans Automatic Test #240.17
Numerical Insight Test80.16
Cito-toets50.14
Association subtest of Long Test For Genius140.12
Qoymans Multiple-Choice #4910.11
European I.Q. Test60.11
Raven's Advanced Progressive Matrices (raw)80.10
Evens40.07
Reason Behind Multiple-Choice110.06
Verbal section of Test For Genius - Revision 2004260.05
Test of Inductive Reasoning / J.C.T.I. (Xavier Jouve)80.04
Genius Association Test290.01
Numbers160.01
The Final Test220.01
Reason13-0.02
Culture Fair Numerical Spatial Examination - Final version (Etienne Forsström)12-0.03
Cooijmans Intelligence Test - Form 220-0.03
Chimera High Ability Riddle Test (Bill Bultas)4-0.04
Cartoons of Shock8-0.05
Tests by Greg Grove (aggregate)14-0.05
Sigma Test (Melão Hindemburg)10-0.07
KIT Intelligence Test - first attempts9-0.08
Cattell Culture Fair12-0.08
The Marathon Test4-0.10
Tests by Nicolas Elenas (aggregate)6-0.12
Strict Logic Sequences Exam I (Jonathan Wai)20-0.14
Isis Test13-0.15
American College Testing program7-0.16
Words4-0.17
International High IQ Society tests (aggregate)22-0.24
916 Test (Laurent Dubois)5-0.28
Test of Shock and Awe9-0.29
Qoymans Automatic Test #35-0.30
Cooijmans On-Line Test6-0.33
Cooijmans Intelligence Test - Form 17-0.35
Raven's Advanced Progressive Matrices (I.Q.)6-0.74
Verbal section of The Marathon Test4-0.80
Strict Logic Spatial Exam 48 (Jonathan Wai)4-0.82
W-87 (International Society for Philosophical Enquiry)7-0.95

Weighted average of correlations: 0.186 (N = 950)

Estimated g factor loading: 0.43

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 Rational with other tests - for females

Test name n r
(242) Unknown and miscellaneous tests40.69
(80) Qoymans Multiple-Choice #4110.21

Weighted average of correlations: 0.341 (N = 15)

Estimated g factor loading among females: 0.58

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 Rational 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 Rational on that type
Verbal2760.39
Numerical610.34
Spatial900.63
Logical370.35
Heterogeneous1980.51

N = 662

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

Balanced g loading = 0.44

National means for PSIA Rational

Country n mean score
Mexico367.00
Spain659.00
Germany1257.17
Israel455.00
United_Kingdom1354.15
Belgium854.13
Sweden1753.88
Italy352.00
Finland551.00
Australia650.17
China349.00
Netherlands3448.82
South_Africa448.75
United_States9848.61
Poland348.00
Brazil747.71
Norway547.60
India1247.17
Korea_South347.00
Canada946.78
Turkey446.50
Yugoslavia546.40

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 Rational

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

Correlation of PSIA Rational with personal details

Personalia n r
Sex2950.28
PSIA System factor470.27
PSIA Cold2950.25
PSIA Ethics factor2950.17
PSIA Introverted2950.16
Educational level2920.13
PSIA Extreme2950.11
PSIA True2950.07
Mother's educational level2790.07
Year of birth2920.05
Father's educational level2770.03
PSIA Deviance factor2950.03
PSIA Just295-0.01
PSIA Orderly295-0.02
PSIA Aspergoid295-0.03
PSIA Rare295-0.07
Observed associative horizon10-0.07
Observed behaviour19-0.11
Disorders (own)292-0.12
PSIA Neurotic295-0.13
Disorders (parents and siblings)291-0.15
PSIA Cruel295-0.19
Gifted Adult's Inventory of Aspergerisms18-0.21
PSIA Antisocial295-0.24
Cooijmans Inventory of Neo-Marxist Attitudes9-0.65

Correlation with personal details of PSIA Rational - within females

Personalia n r
PSIA System factor100.38
Mother's educational level470.36
Father's educational level470.24
Year of birth550.22
Educational level550.16
PSIA Introverted570.14
PSIA Orderly570.02
PSIA Extreme570.01
PSIA Cold570.01
PSIA Ethics factor57-0.05
Disorders (parents and siblings)54-0.05
PSIA Just57-0.06
PSIA Deviance factor57-0.12
PSIA Aspergoid57-0.15
PSIA True57-0.18
PSIA Cruel57-0.22
PSIA Neurotic57-0.25
PSIA Rare57-0.31
Disorders (own)55-0.34
PSIA Antisocial57-0.37

Correlation with personal details of PSIA Rational - within males

Personalia n r
PSIA System factor370.25
PSIA Cold2380.25
PSIA Ethics factor2380.23
PSIA Extreme2380.16
PSIA Introverted2380.15
PSIA True2380.13
Educational level2370.10
Year of birth2370.06
PSIA Deviance factor2380.04
Mother's educational level2320.03
Observed associative horizon9-0.01
Father's educational level230-0.03
PSIA Just238-0.03
PSIA Orderly238-0.03
PSIA Rare238-0.03
PSIA Neurotic238-0.04
PSIA Aspergoid238-0.05
Disorders (own)237-0.07
Gifted Adult's Inventory of Aspergerisms15-0.12
Observed behaviour18-0.13
Disorders (parents and siblings)237-0.16
PSIA Antisocial238-0.23
PSIA Cruel238-0.23
Cooijmans Inventory of Neo-Marxist Attitudes8-0.61

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 quartile0.40 (131)
Below median0.28 (393)
Above median0.13 (524)
Above 3rd quartile0.33 (207)

Very high g loading for a non-cognitive test, very large sex difference. Almost a proxy for intelligence.