Statistics of Reason - Revision 2008

© Paul Cooijmans

Scores on Reason - Revision 2008 as of 10 April 2026

Contents type: Logical.   Period: 2008-2024

1 *
4 *
6 *
15 *
24 *
27 *
28 **
43 *
46 *
47 *
48 *
49 *
53 *
56 ****
57 *
59 *
60 ***
62 ***
63 *
64 **
67 ***
68 *
69 *
70 **
71 **
72 *****
73 **
74 *
75 **
76 **
78 *****
79 *****
80 ******
82 ****
83 **
84 *********
85 ****
86 **********
87 *****
88 ************
89 *
90 *
91 **
92 ****
93 ****
94 **
95 *

Scores by males

n = 122

1 *
4 *
6 *
15 *
24 *
27 *
28 *
43 *
46 *
47 *
48 *
49 *
53 *
56 ****
57 *
59 *
60 ***
62 ***
63 *
64 **
67 ***
69 *
70 **
71 **
72 ****
73 **
74 *
75 **
76 **
78 *****
79 *****
80 ******
82 ****
83 **
84 ********
85 ***
86 **********
87 *****
88 ************
89 *
90 *
91 **
92 ****
93 ****
94 **
95 *

Scores by females

n = 5

28 *
68 *
72 *
84 *
85 *

Correlation of Reason - Revision 2008 with other mental ability tests

Test name n rp value
Raven's Advanced Progressive Matrices (raw)50.940.06
Reason110.890.005
International High IQ Society tests (aggregate)50.840.10
Reason Behind Multiple-Choice - Revision 20081250.82≈ 0
Numerical section of The Marathon Test300.750.00006
Epiq Tests (aggregate)90.730.04
Words80.710.06
The Hammer Of Test-Hungry40.690.24
The Bonsai Test - Revision 2016450.670.000008
The LAW - Letters And Words80.670.08
Narcissus' last stand300.660.0004
Reflections In Peroxide410.650.00004
Test of the Beheaded Man330.640.0003
Numerical and spatial sections of The Marathon Test300.640.0006
Space, Time, and Hyperspace - Revision 2016390.630.00010
Cartoons of Shock220.630.004
Titan Test (Ronald K. Hoeflin)90.630.08
Raven's Advanced Progressive Matrices (I.Q.)60.620.16
Combined Numerical and Spatial sections of Test For Genius - Revision 2016380.610.0002
Bonsai Test50.610.24
The Test To End All Tests300.590.001
Gliaweb Recycled Intelligence Test90.590.10
Test For Genius - Revision 2004190.590.01
The Final Test180.570.02
Non-Verbal Cognitive Performance Examination (Xavier Jouve)80.550.14
Problems In Gentle Slopes of the first degree130.540.06
Problems In Gentle Slopes of the third degree430.540.0005
Divine Psychometry (Matthew Scillitani)130.540.06
Psychometrically Activated Grids Acerbate Neuroticism160.530.04
Associative LIMIT400.530.0010
Spatial section of Test For Genius - Revision 2004370.520.002
Numbers80.520.17
The Marathon Test190.510.03
Psychometric Qrosswords190.510.03
Cooijmans Intelligence Test - Form 3530.500.0003
Lieshout International Mesospheric Intelligence Test510.490.0005
G-test (Nikos Lygeros)40.480.40
Spatial section of The Marathon Test300.470.01
Space, Time, and Hyperspace70.460.26
Gliaweb Riddled Intelligence Test - Revision 2011420.450.004
The Gate90.450.20
Analogies of Long Test For Genius50.440.37
The Piper's Test180.440.07
Verbal section of The Marathon Test230.430.04
Test For Genius - Revision 2016340.430.02
The Sargasso Test500.420.003
Random Feickery (Brandon Feick)90.420.24
Cooijmans On-Line Test - Two-barrelled version250.410.04
Qoymans Multiple-Choice #51260.400.000007
Reason Behind Multiple-Choice100.400.24
Genius Association Test440.400.009
The Hammer Of Test-Hungry - Revision 2013130.400.17
The Alchemist Test (Anas El Husseini)280.390.04
Dicing with death200.390.09
Only idiots140.390.16
Culture Fair Numerical Spatial Examination - Final version (Etienne Forsström)60.380.40
Test of Shock and Awe50.370.46
Cooijmans Intelligence Test - Form 2120.360.24
Verbal section of Test For Genius - Revision 2004320.360.05
Qoymans Multiple-Choice #3 (batch scored by Paul Cooijmans)60.350.44
Cooijmans Intelligence Test 5330.340.06
A Paranoiac's Torture: Intelligence Test Utilizing Diabolic Exactitude340.330.06
Tests by Nikolaos Soulios (aggregate)130.330.25
Cooijmans Intelligence Test - Form 4440.330.03
Labyrinthine LIMIT200.320.16
Qoymans Multiple-Choice #4160.320.20
916 Test (Laurent Dubois)90.320.37
Problems In Gentle Slopes of the second degree300.300.10
Verbal section of Test For Genius - Revision 2016340.280.10
Numerical section of Test For Genius - Revision 2010570.270.04
Strict Logic Sequences Examination II (Jonathan Wai)90.250.46
The Nemesis Test330.250.15
Logima Strictica 36 (Robert Lato)120.250.40
The Smell Test120.250.40
Combined Numerical and Spatial sections of Test For Genius - Revision 2010230.240.26
Daedalus Test270.200.30
Letters90.190.60
Tests by Ivan Ivec (aggregate)150.170.50
Tests by Greg Grove (aggregate)100.170.62
Wechsler Adult Intelligence Scales130.160.57
The Final Test - Revision 2013140.130.64
Association subtest of Long Test For Genius60.120.78
Long Test For Genius40.110.84
Advanced Intelligence Test (Randy Myers)40.110.84
Miscellaneous tests350.110.52
Gliaweb Riddled Intelligence Test (old version)100.110.74
Test of Inductive Reasoning / J.C.T.I. (Xavier Jouve)50.090.87
Test For Genius - Revision 2010150.080.76
Isis Test460.060.71
A Relaxing Test (David Miller)150.030.90
Mega Test (Ronald K. Hoeflin)40.020.97
De Golfstroomtest - Herziening 20195-0.020.97
Strict Logic Sequences Examination I (Jonathan Wai)24-0.020.92
Kvociento (Bram van Kaathoven)4-0.030.94
Tests by Theodosis Prousalis (aggregate)9-0.060.87
Three Sonnets (Heinrich Siemens)4-0.120.84
Numerologica (Andrei Udriște)5-0.130.78
Tests by Mislav Predavec (aggregate)11-0.150.64
Tests by Iakovos Koukas (aggregate)5-0.150.76
Spatial Insight Test6-0.200.64
Tests by Paul Laurent Miranda (aggregate)5-0.210.68
Strict Logic Spatial Examination 48 (Jonathan Wai)16-0.230.37
Laaglandse Aanlegtest - Herziening 20165-0.240.64
Tests by Xavier Jouve, other than those listed separately (aggregate)7-0.240.54
Tests by Jason Betts (aggregate)14-0.250.37
Evens5-0.380.44
Gliaweb Raadselachtig Analogieproefwerk5-0.420.40
De Laatste Test - Herziening 20196-0.550.22
Sequentia Numerica Form I (Alexander Herkner)4-0.600.30
Logima Strictica 24 (Robert Lato)4-0.630.27
Tests by James Dorsey (aggregate)8-0.700.06
Odds5-0.750.13
Tests by Arne Andre Gangvik (aggregate)4-0.760.19
Cattell Culture Fair6-0.960.03

Weighted mean of correlations: 0.397 (N = 2249)

Estimated g factor loading: 0.63

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 Reason - Revision 2008 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 Reason - Revision 2008 on that type
Verbal4030.63
Numerical1470.49
Spatial2060.63
Logical430.60
Heterogeneous8560.64

N = 1655

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

Balanced g loading = 0.60

National medians for Reason - Revision 2008

Country n median score
Romania386.0
United_States3186.0
Germany684.5
Spain682.5
Italy382.0
Sweden480.0
Finland579.0
Canada478.5
China878.5
Unknown373.0
United_Kingdom673.0
Greece972.0
Korea_South767.0

Total number of countries: 37

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 of Reason - Revision 2008 with personal details

Personalia n rp value
Observed associative horizon110.330.28
PSIA Orderly - Revision 2007350.260.13
PSIA Neurotic - Revision 2007350.180.28
PSIA Ethics factor - Revision 2007350.120.50
PSIA True - Revision 2007350.110.50
Year of birth1270.110.20
Father's educational level1130.110.26
Mother's educational level1170.090.32
Cooijmans Inventory of Neo-Marxist Attitudes180.080.74
Sex1270.070.42
PSIA Rare - Revision 2007350.060.71
Educational level1190.020.78
Disorders (own)1200.010.90
Observed behaviour300.010.94
Disorders (parents and siblings)118-0.030.78
PSIA Rational - Revision 200735-0.040.78
PSIA Cruel - Revision 200735-0.090.60
PSIA Extreme - Revision 200735-0.090.57
PSIA Deviance factor - Revision 200735-0.110.52
PSIA Aspergoid - Revision 200735-0.130.44
PSIA System factor - Revision 200735-0.140.42
PSIA Introverted - Revision 200735-0.140.42
PSIA Antisocial - Revision 200735-0.150.38
PSIA Cold - Revision 200735-0.170.34
Gifted Adult's Inventory of Aspergerisms29-0.240.20
PSIA Just - Revision 200735-0.300.08

Notice: A correlation is generally considered significant if its p value is 0.05 or less.

Estimated g factor loadings for restricted ranges

The goal of estimated g factor loadings for restricted ranges 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 (67.0)0.63 (N = 413)
Below median (80.0)0.70 (N = 1048)
Above median (80.0)0.29 (N = 1281)
Above 3rd quartile (87.0)0.09 (N = 644)

Reliability analysis for Reason - Revision 2008

Cronbach's alpha can not be computed for this test because its items are not scored uniformly.

Error

Scores by age for Reason - Revision 2008

Age class n Median score
70 to 74183.0
60 to 64281.5
55 to 59254.5
50 to 54685.0
45 to 491376.0
40 to 441167.0
35 to 391080.0
30 to 341584.0
25 to 292980.0
22 to 241986.0
20 or 21973.0
18 or 19675.0
17369.0
15192.0

N = 127

Scores by year taken for Reason - Revision 2008

Year taken n Median scoreprotonorm
2008787.0463
2009865.5358
20101084.0428
2011779.0392
2012572.0375
2013787.0463
2014573.0377
2015378.0387
20161178.0387
2017875.0381
2018677.0385
2019780.0406
2020982.0416
2021780.0406
20221186.0449
2023884.5433
2024775.0381
2025180.0406

N = 127

Robustness and overall test quality for Reason - Revision 2008

Item analysis

Item statistics are not published as that would help candidates. To detect bad items, answers and comments from candidates are studied, as well as, for each problem, the correlation with total score on the remaining problems (item-rest correlation) and the proportion of candidates getting it wrong (hardness of the item). Possible bad items are revised, replaced, or removed, possibly resulting in a revised version of the test.