Statistics of Numerical section of Test For Genius - Revision 2010

Integrity Must Prevail Above Loathsome Evil

© Paul Cooijmans

Scores on Numerical section of Test For Genius - Revision 2010 as of 22 October 2020

Contents type: Numerical.   Period: 2010-present

0 *******
1 *****
2 ************
3 **************************
3.5 **
4 ***************************
5 **********
6 *****
6.5 *
7 ***
8 *
10 *

Remark: The very low resolution of the test is due to the test's brevity and makes it unsuitable as a standalone test.

Correlation of Numerical section of Test For Genius - Revision 2010 with other tests by I.Q. Tests for the High Range

(Test index) Test name n r
(69) Odds40.92
(66) Test For Genius - Revision 200480.87
(33) Problems In Gentle Slopes of the first degree100.85
(47) Psychometrically Activated Grids Acerbate Neuroticism60.80
(0) Test of the Beheaded Man150.78
(18) The Nemesis Test180.77
(39) Combined Numerical and Spatial sections of Test For Genius - Revision 2010570.75
(114) Dicing with death70.74
(42) The Marathon Test130.74
(111) Test For Genius - Revision 2016320.70
(2) Cooijmans Intelligence Test - Form 3450.69
(31) Numerical section of The Marathon Test190.68
(43) Test For Genius - Revision 2010380.68
(21) Psychometric Qrosswords70.67
(36) Reflections In Peroxide170.66
(109) The Bonsai Test - Revision 2016170.65
(30) Verbal section of The Marathon Test150.65
(68) Numbers70.64
(45) Numerical and spatial sections of The Marathon Test180.64
(107) The Alchemist Test120.61
(112) Combined Numerical and Spatial sections of Test For Genius - Revision 2016460.60
(32) Spatial section of The Marathon Test190.58
(4) A Paranoiac's Torture: Intelligence Test Utilizing Diabolic Exactitude190.58
(117) The Hammer Of Test-Hungry - Revision 2013120.58
(48) Narcissus' last stand150.58
(35) Intelligence Quantifier by assessment250.57
(1) Cartoons of Shock180.57
(46) Labyrinthine LIMIT110.56
(104) The Final Test - Revision 2013130.54
(103) Problems In Gentle Slopes of the second degree210.54
(16) Lieshout International Mesospheric Intelligence Test380.54
(80) Qoymans Multiple-Choice #440.51
(37) Problems In Gentle Slopes of the third degree140.51
(26) Verbal section of Test For Genius - Revision 2004420.50
(108) Verbal section of Test For Genius - Revision 2016310.49
(7) The Final Test100.48
(3) Qoymans Multiple-Choice #5350.48
(23) Gliaweb Riddled Intelligence Test - Revision 2011280.47
(27) Spatial section of Test For Genius - Revision 2004570.46
(41) The LAW - Letters And Words60.45
(15) Letters70.45
(105) Space, Time, and Hyperspace - Revision 2016490.44
(106) Cooijmans Intelligence Test - Form 4300.43
(28) The Test To End All Tests170.42
(44) Associative LIMIT310.41
(12) Cooijmans On-Line Test - Two-barrelled version170.41
(40) Reason Behind Multiple-Choice - Revision 2008360.37
(25) The Sargasso Test200.35
(110) Cooijmans Intelligence Test 5170.33
(5) Daedalus Test150.31
(29) Words70.30
(24) Reason - Revision 2008350.24
(57) Space, Time, and Hyperspace60.17
(10) Genius Association Test330.15
(11) Isis Test240.06
(87) Cooijmans Intelligence Test - Form 24-0.33

Weighted average of correlations: 0.522 (N = 1177, weighted sum = 614.23)

Conservatively estimated minimum g loading: 0.72

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 Numerical section of Test For Genius - Revision 2010 with tests by others

(Test index) Test name n r
(212) Raven's Advanced Progressive Matrices (raw)50.88
(226) Logima Strictica 2450.77
(238) 916 Test40.66
(242) Unknown and miscellaneous tests360.24
(225) Logima Strictica 3670.22
(240) Strict Logic Spatial Exam 4870.18
(211) Culture Fair Numerical Spatial Examination - Final version60.16
(234) Strict Logic Sequences Exam I120.15
(223) Strict Logic Sequences Exam II70.07
(246) Sequentia Numerica Form I60.05
(201) Wechsler Adult Intelligence Scales4-0.15
(220) Cattell Culture Fair5-0.45

Weighted average of correlations: 0.221 (N = 104, weighted sum = 23.03)

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.

Please be aware that correlations with these external tests are in most cases affected (depressed, typically) by one or more of the following: (1) Little overlap with the object test because of the much lower ceilings and inherent ceiling effects of the tests used in regular psychology; (2) Candidates reporting scores selectively, for instance only the higher ones while withholding lower ones; (3) Candidates reporting, or having been reported by psychometricians, incorrect scores.

Estimated loadings of Numerical section of Test For Genius - Revision 2010 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 Numerical section of Test For Genius - Revision 2010 on that type
Verbal2270.67
Numerical300.84
Spatial1690.69
Logical500.51
Heterogeneous3530.72

N = 829

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

Balanced g loading = 0.69

National medians for Numerical section of Test For Genius - Revision 2010

Country n median score
France25.0
Greece25.0
Norway24.5
Poland24.5
Canada34.0
India34.0
Netherlands34.0
Spain34.0
Italy63.5
Japan23.5
Korea_South43.5
Portugal23.5
United_Kingdom33.5
China33.0
Germany53.0
Sweden53.0
United_States243.0
Austria32.0
Turkey22.0

For reasons of privacy, only countries with 2 or more candidates are included in this table. Ranking is based on the medians, and then alphabetic.

Correlation with national I.Q.'s of Numerical section of Test For Genius - Revision 2010

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

Correlation of Numerical section of Test For Genius - Revision 2010 with personal details

Personalia n r
Observed associative horizon60.80
Observed behaviour180.57
P.S.I.A. Cruel - Revision 2007160.33
P.S.I.A. Extreme - Revision 2007160.28
Educational level860.23
P.S.I.A. Rational - Revision 2007160.22
Cooijmans Inventory of Neo-Marxist Attitudes60.18
P.S.I.A. Deviance factor - Revision 2007160.17
Mother's educational level840.16
Sex1000.16
P.S.I.A. Antisocial - Revision 2007160.13
P.S.I.A. Neurotic - Revision 2007160.09
Father's educational level820.09
P.S.I.A. Rare - Revision 2007160.05
Disorders (parents and siblings)85-0.04
Year of birth100-0.04
P.S.I.A. Orderly - Revision 200716-0.06
P.S.I.A. Aspergoid - Revision 200716-0.07
Disorders (own)87-0.08
P.S.I.A. Cold - Revision 200716-0.18
P.S.I.A. Introverted - Revision 200716-0.27
P.S.I.A. System factor - Revision 200716-0.31
P.S.I.A. True - Revision 200716-0.42
P.S.I.A. Ethics factor - Revision 200716-0.46
P.S.I.A. Just - Revision 200716-0.47
Gifted Adult's Inventory of Aspergerisms16-0.54

Estimated g factor loadings upward and downward of particular scores

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 both values to be lower than the test's full-range g loading.

Raw scoreUpward g (N)Downward g (N)
00.72 (1177)NaN (0)
2.80.61 (843)0.73 (296)
3.30.63 (520)0.71 (631)
3.80.64 (486)0.72 (666)
15NaN (0)0.72 (1177)

Reliability

The relatively low reliability results from the brevity of the test, which is used as a subtest of a larger test. Item analysis shows that the items of this test are performing well. No bad items have been found so far, but several are of extreme difficulty. This low reliability, together with the low resolution, makes the test unsuitable as a standalone test.

Error

Scores by age

Age class n median score
65 to 6933.0
60 to 6412.0
55 to 5944.5
50 to 5442.0
45 to 4994.0
40 to 4494.0
35 to 39153.0
30 to 34123.0
25 to 29193.5
22 to 2474.0
20 or 2154.0
18 or 1982.5
1733.0
1612.0

N = 100

Scores by year taken

Year taken n median score
2011113.0
201243.5
201343.0
2014114.0
2015173.0
2016103.0
2017104.0
201874.0
2019123.0
2020144.0

ryear taken × median score = 0.39 (N = 100)

Robustness and overall test quality

Item analysis

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