These are statistics based on the scores on the tests by Jason Betts (aggregate) as reported by test candidates of I.Q. Tests for the High Range. Please keep the following in mind: As a result of candidates' tendency to report their higher scores while withholding lower ones, there may be an upward bias in the reported scores, while the possible correlation with other variables is reduced as a result of the restriction of range inherent to this incomplete reporting. Also, this report deals with a compound variable, wherein all the tests of a given author are combined. Such a compound variable, too, has reduced potential to correlate with any other variable because of the imperfect intercorrelations of its constituents.
137 | * |
139 | * |
143 | * |
144 | ** |
145 | ** |
146 | * |
147 | * |
148 | *** |
149 | ** |
150 | * |
151 | * |
152 | ** |
153 | ** |
154 | * |
155 | ** |
156 | * |
158 | * |
167 | ** |
168 | * |
(Test index) Test name | n | r |
---|---|---|
(103) Problems In Gentle Slopes of the second degree | 4 | 0.84 |
(110) Cooijmans Intelligence Test 5 | 6 | 0.80 |
(247) Advanced Intelligence Test (Randy Myers) | 9 | 0.73 |
(260) Tests by Nikolaos Soulios (aggregate) | 6 | 0.72 |
(0) Test of the Beheaded Man | 5 | 0.70 |
(107) The Alchemist Test | 5 | 0.64 |
(262) Tests by James Dorsey | 5 | 0.58 |
(111) Test For Genius - Revision 2016 | 6 | 0.53 |
(216) Tests by Ivan Ivec (aggregate) | 12 | 0.51 |
(37) Problems In Gentle Slopes of the third degree | 6 | 0.44 |
(242) Unknown and miscellaneous tests | 18 | 0.40 |
(16) Lieshout International Mesospheric Intelligence Test | 5 | 0.36 |
(30) Verbal section of The Marathon Test | 4 | 0.33 |
(23) Gliaweb Riddled Intelligence Test - Revision 2011 | 10 | 0.31 |
(18) The Nemesis Test | 5 | 0.31 |
(32) Spatial section of The Marathon Test | 4 | 0.29 |
(108) Verbal section of Test For Genius - Revision 2016 | 6 | 0.27 |
(19) Numerical section of Test For Genius - Revision 2010 | 13 | 0.26 |
(231) Tests by Greg Grove (aggregate) | 4 | 0.20 |
(2) Cooijmans Intelligence Test - Form 3 | 10 | 0.10 |
(234) Strict Logic Sequences Exam I (Jonathan Wai) | 6 | 0.09 |
(109) The Bonsai Test - Revision 2016 | 7 | 0.04 |
(112) Combined Numerical and Spatial sections of Test For Genius - Revision 2016 | 9 | -0.01 |
(105) Space, Time, and Hyperspace - Revision 2016 | 9 | -0.07 |
(27) Spatial section of Test For Genius - Revision 2004 | 6 | -0.07 |
(106) Cooijmans Intelligence Test - Form 4 | 8 | -0.08 |
(26) Verbal section of Test For Genius - Revision 2004 | 4 | -0.09 |
(44) Associative LIMIT | 5 | -0.16 |
(3) Qoymans Multiple-Choice #5 | 12 | -0.17 |
(7) The Final Test | 5 | -0.19 |
(24) Reason - Revision 2008 | 12 | -0.21 |
(40) Reason Behind Multiple-Choice - Revision 2008 | 12 | -0.25 |
(45) Numerical and spatial sections of The Marathon Test | 4 | -0.29 |
(25) The Sargasso Test | 8 | -0.37 |
(258) Tests by Mislav Predavec (aggregate) | 5 | -0.41 |
(36) Reflections In Peroxide | 5 | -0.43 |
(31) Numerical section of The Marathon Test | 4 | -0.44 |
(39) Combined Numerical and Spatial sections of Test For Genius - Revision 2010 | 5 | -0.45 |
(201) Wechsler Adult Intelligence Scales | 7 | -0.46 |
(4) A Paranoiac's Torture: Intelligence Test Utilizing Diabolic Exactitude | 6 | -0.50 |
(10) Genius Association Test | 7 | -0.52 |
(223) Strict Logic Sequences Exam II (Jonathan Wai) | 4 | -0.73 |
(225) Logima Strictica 36 (Robert Lato) | 4 | -0.74 |
(259) Tests by Theodosis Prousalis (aggregate) | 4 | -0.85 |
Weighted average of correlations: 0.071 (N = 301, weighted sum = 21.51)
Conservatively estimated minimum g loading: 0.27
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.
Type | n | g loading of Tests by Jason Betts (aggregate) on that type |
---|---|---|
Verbal | 38 | -0.32 |
Numerical | 17 | 0.31 |
Spatial | 24 | 0.28 |
Logical | 12 | -0.46 |
Heterogeneous | 85 | 0.42 |
N = 176
Balanced g loading = 0.05
Country | n | median score |
---|---|---|
Korea_South | 2 | 157.5 |
Austria | 2 | 154.5 |
India | 3 | 152.0 |
Germany | 3 | 148.0 |
Sweden | 2 | 148.0 |
United_States | 6 | 147.5 |
Correlation of this test with national average I.Q.'s published by Lynn and Vanhanen:
Personalia | n | r |
---|---|---|
P.S.I.A. Orderly - Revision 2007 | 5 | 0.92 |
P.S.I.A. System factor - Revision 2007 | 5 | 0.69 |
P.S.I.A. Just - Revision 2007 | 5 | 0.66 |
P.S.I.A. Rational - Revision 2007 | 5 | 0.51 |
P.S.I.A. Ethics factor - Revision 2007 | 5 | 0.51 |
P.S.I.A. Rare - Revision 2007 | 5 | 0.49 |
P.S.I.A. True - Revision 2007 | 5 | 0.48 |
Educational level | 22 | 0.44 |
P.S.I.A. Cold - Revision 2007 | 5 | 0.42 |
Father's educational level | 21 | 0.41 |
P.S.I.A. Introverted - Revision 2007 | 5 | 0.21 |
Gifted Adult's Inventory of Aspergerisms | 4 | 0.18 |
P.S.I.A. Deviance factor - Revision 2007 | 5 | 0.17 |
Mother's educational level | 21 | 0.14 |
P.S.I.A. Aspergoid - Revision 2007 | 5 | 0.13 |
P.S.I.A. Extreme - Revision 2007 | 5 | 0.09 |
Year of birth | 26 | -0.12 |
Disorders (own) | 23 | -0.18 |
Disorders (parents and siblings) | 22 | -0.37 |
P.S.I.A. Cruel - Revision 2007 | 5 | -0.53 |
P.S.I.A. Neurotic - Revision 2007 | 5 | -0.70 |
P.S.I.A. Antisocial - Revision 2007 | 5 | -0.73 |
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 score | Upward g (N) | Downward g (N) |
---|---|---|
137 | 0.27 (301) | NaN (0) |
145 | -0.43 (255) | 0.82 (8) |
149.5 | -0.28 (91) | 0.72 (83) |
154 | 0.24 (15) | 0.58 (208) |
168 | NaN (0) | 0.27 (301) |