These are statistics based on the Ultra Test scores reported by test candidates of I.Q. Tests for the High Range.
Contents type: Verbal, numerical, spatial.
| 28 | * |
| 30 | * |
| 34 | * |
| 40 | * |
| 42 | * |
| 44 | *** |
| 46 | ** |
| 48 | ** |
| 58 | * |
| 60.5 | * |
| 61 | ** |
| 62 | * |
| 63 | ** |
| 66 | * |
| 68 | * |
| 69 | * |
| 70 | * |
| 71 | ** |
| Test name | n | r | p value |
|---|---|---|---|
| Hoeflin Power Test (Ronald K. Hoeflin) | 4 | 1.00 | 0.08 |
| Genius Association Test | 5 | 0.97 | 0.05 |
| The Sargasso Test | 4 | 0.95 | 0.10 |
| Cooijmans Intelligence Test - Form 3 | 4 | 0.92 | 0.11 |
| W-87 (International Society for Philosophical Enquiry) | 4 | 0.86 | 0.13 |
| Short Test For Genius | 4 | 0.86 | 0.13 |
| Scholastic Aptitude Test (old) | 6 | 0.82 | 0.07 |
| Cooijmans Intelligence Test - Form 2 | 4 | 0.81 | 0.16 |
| Titan Test (Ronald K. Hoeflin) | 8 | 0.80 | 0.04 |
| Mega Test (Ronald K. Hoeflin) | 11 | 0.72 | 0.02 |
| The Final Test | 7 | 0.68 | 0.10 |
| Miscellaneous tests | 6 | 0.68 | 0.13 |
| Association subtest of Long Test For Genius | 4 | 0.63 | 0.27 |
| Graduate Record Examination (prior to October 2001) | 4 | 0.61 | 0.30 |
| The Test To End All Tests | 7 | 0.58 | 0.16 |
| Space, Time, and Hyperspace | 4 | 0.53 | 0.36 |
| Numbers | 6 | 0.22 | 0.62 |
Weighted mean of correlations: 0.728 (N = 92)
Estimated g factor loading: 0.85
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.
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 Ultra Test (Ronald K. Hoeflin) on that type |
|---|---|---|
| Verbal | 23 | 0.84 |
| Numerical | 6 | 0.47 |
| Spatial | 4 | 0.73 |
| Heterogeneous | 45 | 0.91 |
N = 78
Compound tests have been left out of this table to avoid overlap.
Balanced g loading = 0.74
| Country | n | median score |
|---|---|---|
| United_States | 16 | 48.0 |
Total number of countries: 9
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.
| Personalia | n | r | p value |
|---|---|---|---|
| PSIA Cruel - Revision 2007 | 4 | 0.78 | 0.18 |
| PSIA Antisocial - Revision 2007 | 4 | 0.47 | 0.40 |
| Mother's educational level | 11 | 0.37 | 0.25 |
| Disorders (own) | 11 | 0.15 | 0.64 |
| Year of birth | 25 | 0.14 | 0.48 |
| Father's educational level | 11 | -0.04 | 0.90 |
| Disorders (parents and siblings) | 11 | -0.10 | 0.76 |
| Educational level | 13 | -0.28 | 0.34 |
| Gifted Adult's Inventory of Aspergerisms | 5 | -0.50 | 0.32 |
| Observed behaviour | 6 | -0.51 | 0.26 |
| PSIA Neurotic - Revision 2007 | 4 | -0.55 | 0.36 |
| PSIA Rational - Revision 2007 | 4 | -0.57 | 0.32 |
| PSIA Orderly - Revision 2007 | 4 | -0.69 | 0.24 |
| PSIA Cold - Revision 2007 | 4 | -0.70 | 0.24 |
| PSIA Just - Revision 2007 | 4 | -0.71 | 0.22 |
| PSIA System factor - Revision 2007 | 4 | -0.72 | 0.20 |
| PSIA Introverted - Revision 2007 | 4 | -0.86 | 0.14 |
| PSIA Extreme - Revision 2007 | 4 | -0.87 | 0.13 |
| PSIA Aspergoid - Revision 2007 | 4 | -0.88 | 0.12 |
| PSIA Deviance factor - Revision 2007 | 4 | -0.89 | 0.12 |
| PSIA Rare - Revision 2007 | 4 | -0.96 | 0.10 |
| PSIA True - Revision 2007 | 4 | -0.98 | 0.09 |
| PSIA Ethics factor - Revision 2007 | 4 | -1.00 | 0.08 |
Notice: A correlation is generally considered significant if its p value is 0.05 or less.
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 (44.0) | -0.31 (N = 15) |
|---|---|
| Below median (58.0) | -0.22 (N = 48) |
| Above median (58.0) | 0.70 (N = 25) |
| Above 3rd quartile (63.0) | 0.74 (N = 6) |