Statistics of Associative LIMIT

© Paul Cooijmans

Scores on Associative LIMIT as of 24 October 2024

Contents type: Verbal, spatial.   Period: 2003-2024

18 *
20 *
22 *
27 *
28 *
30 *
33 *
34.5 *
37 **
38 *
38.5 *
40 *****
41 *
42 **
43 ****
44 *
45 *
46 **
47 *****
48 ***
49 *****
50 ***
51 ****
51.5 **
52 *
53 *****
54 **
55 **
56 *****
56.5 *
57 *
58 *
59 *****
60 ****
61.5 *
62 **
63 *
66 *
68 *
69 *
71.5 *
75 ***
76 *
78 *

Scores by males

n = 85

18 *
20 *
22 *
27 *
28 *
30 *
34.5 *
37 **
38 *
38.5 *
40 *****
41 *
42 **
43 ***
44 *
45 *
46 **
47 *****
48 ***
49 *****
50 ***
51 ***
51.5 **
52 *
53 ****
54 **
55 **
56 *****
56.5 *
57 *
58 *
59 *****
60 ***
61.5 *
62 **
63 *
66 *
68 *
69 *
71.5 *
75 ***
76 *
78 *

Scores by females

n = 5

33 *
43 *
51 *
53 *
60 *

Correlation of Associative LIMIT with other mental ability tests

Test name n r
Advanced Intelligence Test (Randy Myers)40.94
Narcissus' last stand180.93
Gliaweb Raadselachtig Analogieënproefwerk50.93
Genius Association Test880.92
The Test To End All Tests260.88
Test For Genius - Revision 2016280.88
Divine Psychometry (Matthew Scillitani)100.85
Non-Verbal Cognitive Performance Examination (Xavier Jouve)70.85
The Gate60.84
Test For Genius - Revision 2004190.83
Reflections In Peroxide230.82
The Final Test170.80
Psychometrically Activated Grids Acerbate Neuroticism110.80
Verbal section of Test For Genius - Revision 2016280.80
Numerical and spatial sections of The Marathon Test260.80
Test For Genius - Revision 2010160.80
Long Test For Genius60.79
Test of the Beheaded Man260.79
Verbal section of Test For Genius - Revision 2004320.78
The Marathon Test210.78
916 Test (Laurent Dubois)80.77
Laaglandse Aanlegtest - Herziening 201640.76
Problems In Gentle Slopes of the first degree150.76
Numerical section of The Marathon Test270.75
Only idiots110.75
Psychometric Qrosswords150.75
Cartoons of Shock220.75
The Piper's Test150.74
Tests by James Dorsey (aggregate)60.73
The Alchemist Test (Anas El Husseini)180.72
International High IQ Society tests (aggregate)70.72
The Bonsai Test - Revision 2016330.72
Combined Numerical and Spatial sections of Test For Genius - Revision 2016350.72
Analogies of Long Test For Genius70.72
Spatial section of The Marathon Test270.70
Problems In Gentle Slopes of the third degree330.69
Lieshout International Mesospheric Intelligence Test900.68
Strict Logic Sequences Exam I (Jonathan Wai)180.68
A Relaxing Test (David Miller)150.68
De Laatste Test - Herziening 201940.68
Cooijmans Intelligence Test - Form 4360.68
Spatial Insight Test80.68
Spatial section of Test For Genius - Revision 2004340.67
Cooijmans Intelligence Test - Form 3430.67
Space, Time, and Hyperspace100.67
Combined Numerical and Spatial sections of Test For Genius - Revision 2010190.67
Verbal section of The Marathon Test230.66
The Final Test - Revision 2013110.65
The Smell Test110.65
Odds50.65
Dicing with death160.64
The Sargasso Test380.64
Space, Time, and Hyperspace - Revision 2016350.64
Numerical section of Test For Genius - Revision 2010480.63
Reason Behind Multiple-Choice120.62
Titan Test (Ronald K. Hoeflin)70.61
Qoymans Multiple-Choice #4180.61
Problems In Gentle Slopes of the second degree250.60
Wechsler Adult Intelligence Scales130.60
Reason Behind Multiple-Choice - Revision 2008410.59
The Nemesis Test260.58
Cooijmans Intelligence Test 5290.58
The Hammer Of Test-Hungry - Revision 2013100.58
Tests by Nikolaos Soulios (aggregate)120.57
Labyrinthine LIMIT170.55
Tests by Jason Betts (aggregate)80.54
Tests by Mislav Predavec (aggregate)90.53
Reason - Revision 2008410.53
Daedalus Test170.51
Letters70.51
Gliaweb Riddled Intelligence Test - Revision 2011330.51
Random Feickery (Brandon Feick)80.51
Tests by Xavier Jouve, other than those listed separately (aggregate)50.49
Qoymans Multiple-Choice #5410.49
A Paranoiac's Torture: Intelligence Test Utilizing Diabolic Exactitude260.48
Cooijmans Intelligence Test - Form 2170.48
Qoymans Multiple-Choice #3 (batch scored by Paul Cooijmans)40.48
Isis Test250.47
Cooijmans On-Line Test - Two-barrelled version150.47
De Golfstroomtest - Herziening 201940.43
The LAW - Letters And Words70.41
Miscellaneous tests300.40
Tests by Theodosis Prousalis (aggregate)80.40
Test of Shock and Awe70.37
Raven's Advanced Progressive Matrices (I.Q.)70.36
Test of Inductive Reasoning / J.C.T.I. (Xavier Jouve)100.34
Culture Fair Numerical Spatial Examination - Final version (Etienne Forsström)130.32
Association subtest of Long Test For Genius90.31
Epiq Tests (aggregate)110.31
Reason130.29
Tests by Greg Grove (aggregate)50.27
Words80.26
Gliaweb Riddled Intelligence Test (old version)60.17
Strict Logic Sequences Exam II (Jonathan Wai)70.10
Numbers80.08
Tests by Ivan Ivec (aggregate)150.02
Raven's Advanced Progressive Matrices (raw)5-0.06
Cattell Culture Fair5-0.06
Strict Logic Spatial Exam 48 (Jonathan Wai)11-0.20
Logima Strictica 36 (Robert Lato)17-0.24
Logima Strictica 24 (Robert Lato)8-0.54
Tests by Paul Laurent Miranda (aggregate)6-0.61

Weighted average of correlations: 0.622 (N = 1850)

Estimated g factor loading: 0.79

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 Associative LIMIT 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 Associative LIMIT on that type
Verbal3460.85
Numerical1060.79
Spatial2270.77
Logical810.68
Heterogeneous6220.80

N = 1382

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

Balanced g loading = 0.78

National medians for Associative LIMIT

Country n median score
Finland555.0
Australia353.0
Germany653.0
United_States2652.0
Sweden550.0
Italy549.0
Korea_South449.0
Canada648.5
Spain448.0
Greece345.0

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

Correlation with national I.Q.'s of Associative LIMIT

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

Correlation of Associative LIMIT with personal details

Personalia n r
Observed associative horizon50.53
PSIA Rational - Revision 2007260.49
PSIA Ethics factor - Revision 2007260.36
PSIA True - Revision 2007260.26
Observed behaviour250.20
PSIA Extreme - Revision 2007260.13
Year of birth900.11
Father's educational level780.08
PSIA Deviance factor - Revision 2007260.06
Sex900.05
PSIA Orderly - Revision 2007260.03
PSIA Introverted - Revision 2007260.02
PSIA Neurotic - Revision 200726-0.03
PSIA Aspergoid - Revision 200726-0.05
Educational level86-0.05
Disorders (own)86-0.06
Mother's educational level81-0.08
Disorders (parents and siblings)85-0.11
PSIA Cold - Revision 200726-0.12
PSIA System factor - Revision 200726-0.13
PSIA Just - Revision 200726-0.14
Cooijmans Inventory of Neo-Marxist Attitudes13-0.20
PSIA Rare - Revision 200726-0.23
Gifted Adult's Inventory of Aspergerisms20-0.32
PSIA Cruel - Revision 200726-0.34
PSIA Antisocial - Revision 200726-0.43

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 quartile (raw 43.0)0.68 (380)
Below median (raw 51.0)0.72 (931)
Above median (raw 51.0)0.68 (942)
Above 3rd quartile (raw 58.0)0.72 (379)

Reliability

This reliability is computed from the two subtest reliabilities using a form of the Spearman-Brown formula.

Error

Robustness and overall test quality

Further internal statistics

Further internal statistics are reported at subtest level in the reports of the Genius Association Test and Lieshout International Mesospheric Intelligence Test.