Statistics of Problems In Gentle Slopes of the third degree

© Paul Cooijmans

Scores on Problems In Gentle Slopes of the third degree as of 14 June 2024

Contents type: Verbal, spatial.   Period: 2016-present

11 *
23 **
28 **
31 *
32 ***
33 **
34 **
35 **
36 **
37 ***
38 ********
39 *****
40 ***
41 **
42 **********
43 *********
44 ****
46 **
47 *

Correlation of Problems In Gentle Slopes of the third degree with other mental ability tests

Test name n r
Letters40.99
The LAW - Letters And Words40.98
Words40.98
Problems In Gentle Slopes of the first degree100.89
The Bonsai Test - Revision 2016430.88
Test For Genius - Revision 200490.86
Cooijmans Intelligence Test - Form 250.85
Titan Test (Ronald K. Hoeflin)40.84
Strict Logic Spatial Exam 48 (Jonathan Wai)40.84
Spatial section of Test For Genius - Revision 2004150.82
The Final Test - Revision 201380.78
Psychometrically Activated Grids Acerbate Neuroticism110.77
The Smell Test110.77
Psychometric Qrosswords120.76
Test of the Beheaded Man230.76
A Relaxing Test (David Miller)120.75
Test For Genius - Revision 201080.74
Cartoons of Shock100.73
The Marathon Test170.72
Narcissus' last stand230.72
Numerical section of The Marathon Test220.72
Test For Genius - Revision 2016300.72
Cooijmans Intelligence Test - Form 3370.70
Divine Psychometry (Matthew Scillitani)120.70
Numerical and spatial sections of The Marathon Test200.69
Only idiots120.69
Associative LIMIT310.69
The Test To End All Tests260.68
Combined Numerical and Spatial sections of Test For Genius - Revision 2016320.67
Cooijmans Intelligence Test - Form 4300.67
Reflections In Peroxide320.66
Lieshout International Mesospheric Intelligence Test330.66
Verbal section of The Marathon Test210.65
Labyrinthine LIMIT80.65
Dicing with death160.64
The Piper's Test180.63
Combined Numerical and Spatial sections of Test For Genius - Revision 2010110.62
Spatial section of The Marathon Test210.62
Space, Time, and Hyperspace - Revision 2016330.60
The Sargasso Test380.59
Gliaweb Riddled Intelligence Test - Revision 2011350.58
Numerical section of Test For Genius - Revision 2010370.57
The Final Test80.57
Daedalus Test150.56
Verbal section of Test For Genius - Revision 2016300.56
Numbers60.56
Reason Behind Multiple-Choice - Revision 2008410.54
Reason - Revision 2008410.53
Genius Association Test330.50
Tests by Ivan Ivec (aggregate)80.49
Cooijmans On-Line Test - Two-barrelled version130.47
Verbal section of Test For Genius - Revision 2004130.46
Cooijmans Intelligence Test 5280.45
Random Feickery (Brandon Feick)100.44
A Paranoiac's Torture: Intelligence Test Utilizing Diabolic Exactitude250.42
The Hammer Of Test-Hungry - Revision 201370.42
Tests by Jason Betts (aggregate)90.41
Qoymans Multiple-Choice #460.41
The Nemesis Test240.40
Problems In Gentle Slopes of the second degree270.38
Miscellaneous tests190.36
Qoymans Multiple-Choice #5410.36
Tests by Nikolaos Soulios (aggregate)90.35
The Alchemist Test (Anas El Husseini)190.33
Isis Test220.26
Wechsler Adult Intelligence Scales90.19
De Laatste Test - Herziening 201950.18
Logima Strictica 36 (Robert Lato)50.17
Laaglandse Aanlegtest - Herziening 201640.17
Tests by Mislav Predavec (aggregate)40.15
Strict Logic Sequences Exam I (Jonathan Wai)80.10
Tests by James Dorsey (aggregate)70.03
Strict Logic Sequences Exam II (Jonathan Wai)40.00
De Golfstroomtest - Herziening 20195-0.25
Gliaweb Raadselachtig Analogieënproefwerk4-0.76

Weighted average of correlations: 0.581 (N = 1301)

Estimated g factor loading: 0.76

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 Problems In Gentle Slopes of the third degree 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 Problems In Gentle Slopes of the third degree on that type
Verbal2140.74
Numerical730.75
Spatial1060.81
Logical560.74
Heterogeneous5300.77

N = 979

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

Balanced g loading = 0.76

National medians for Problems In Gentle Slopes of the third degree

Country n median score
Korea_South540.0
United_States2739.0
Sweden338.0
United_Kingdom334.0

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 Problems In Gentle Slopes of the third degree

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

Correlation of Problems In Gentle Slopes of the third degree with personal details

Personalia n r
Observed behaviour130.46
PSIA Introverted - Revision 2007220.42
PSIA Cold - Revision 2007220.30
PSIA Rational - Revision 2007220.28
PSIA Extreme - Revision 2007220.25
PSIA Deviance factor - Revision 2007220.25
PSIA System factor - Revision 2007220.15
Educational level620.13
PSIA True - Revision 2007220.09
PSIA Ethics factor - Revision 2007220.08
Mother's educational level590.07
Year of birth640.06
PSIA Aspergoid - Revision 2007220.04
Sex640.01
PSIA Orderly - Revision 200722-0.00
PSIA Rare - Revision 200722-0.01
Father's educational level56-0.03
PSIA Cruel - Revision 200722-0.04
PSIA Neurotic - Revision 200722-0.06
PSIA Just - Revision 200722-0.10
Disorders (own)63-0.14
Disorders (parents and siblings)61-0.21
PSIA Antisocial - Revision 200722-0.31
Cooijmans Inventory of Neo-Marxist Attitudes10-0.33
Gifted Adult's Inventory of Aspergerisms14-0.34

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 quartile0.72 (239)
Below median0.70 (485)
Above median0.58 (867)
Above 3rd quartile0.42 (402)

Reliability

Error

Scores by age

Age class n Median score
65 to 69439.0
60 to 64133.0
55 to 59143.0
50 to 54240.5
45 to 49240.0
40 to 44443.0
35 to 39636.5
30 to 341439.0
25 to 291739.0
22 to 24543.0
20 or 21539.0
18 or 19139.0
17142.0
15142.0

N = 64

Scores by year taken

Year taken n median scoreprotonorm
2016640.5383
2017636.5352
2018638.5373
2019543.0449
20201137.0354
2021742.0406
2022742.0406
20231141.0385
2024534.0340

ryear taken × median score = -0.10 (N = 64)

Robustness and overall test quality

Correlations between sections (internal consistency versus profile information)

Verbal × Spatial0.47

Ideal values for correlations between sections are around .5, thus being a compromise between the test's ability to yield a "profile" and its ability to provide an indication of general intelligence. With a too high correlation (like .8 or higher) the sections measure basically the same so there is almost no profile information in them, with a too low correlation (like .2 or lower) the sections are so different that there is little point in combining them into a measure of general intelligence.

Loadings of sections on the first factor

Verbal0.86
Spatial0.86

Proportion of total score variance accounted for by this factor: 0.73

These first factor loadings represent the subtests' correlations with that which the test is primarily measuring, and are a somewhat better indicator than the subtests' correlations with total score, which is why the latter are not reported any more. The remainder of the total score variance may lie in other factors (group factors), specificity, and error.

Section histograms

Prop. = proportion of candidates outscored in this section. In parentheses the proportion outscored for any possible scores higher than the present score but lower than the next-higher score in the table.

Verbal

ScoreProp.# scores (* = 1 score)
00.008 (0.016) *
30.023 (0.031) *
80.039 (0.047) *
90.055 (0.063) *
120.102 (0.141) *****
130.156 (0.172) **
140.203 (0.234) ****
150.266 (0.297) ****
160.336 (0.375) *****
170.461 (0.547) ***********
180.648 (0.750) *************
190.859 (0.969) **************
210.977 (0.984) *
220.992 (1.000) *

Spatial

ScoreProp.# scores (* = 1 score)
80.008 (0.016) *
110.023 (0.031) *
150.039 (0.047) *
160.070 (0.094) ***
170.102 (0.109) *
180.117 (0.125) *
190.172 (0.219) ******
200.273 (0.328) *******
210.352 (0.375) ***
220.430 (0.484) *******
230.516 (0.547) ****
240.617 (0.688) *********
250.844 (1.000) ********************

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.