Numerical Insight Test - Statistics

© Feb 2007 Paul Cooijmans

This test can no longer be taken. It is now part of The Marathon Test.

Norms

Scores

31 *
33 *
37 *
39 *
44 *
45 *
46 ****
47 **
48 **

Correlation with other tests

Test#cor
Cooijmans Intelligence Test - Form 231
Reason30.99
Strict Logic Sequences Exam I70.82
Spatial Insight Test70.71
NVCPE50.66
Qoymans Multiple-Choice #470.58
Sigma Test30.19
Unknown tests3-0.93

Weighted average of correlations: 0.572

Conservatively estimated minimum g 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 3 score pairs. All known pairs are used to obtain the true, honest statistics; correlations are not artificially inflated by leaving out ceiling scores, outliers or other anomalies.

Additional statistics November 2014

© November 2014 Paul Cooijmans

Scores on Numerical Insight Test

Contents type: Numerical.   Period: 2003-2005

31 *
33 *
37 *
39 *
44 *
45 *
46 ****
47 **
48 **

Correlation of Numerical Insight Test with other tests by Paul Cooijmans

(Test index) Test name n r
(10) Genius Association Test21.00
(44) Associative LIMIT21.00
(54) Test of Shock and Awe21.00
(62) Reason Behind Multiple-Choice21.00
(68) Numbers21.00
(87) Cooijmans Intelligence Test - Form 231.00
(82) Reason30.99
(16) Lieshout International Mesospheric Intelligence Test30.97
(55) Spatial Insight Test70.71
(80) Qoymans Multiple-Choice #470.58
(7) The Final Test40.41
(53) Qoymans Multiple-Choice #32-1.00
(57) Space, Time, and Hyperspace2-1.00
(69) Odds2-1.00

Weighted average of correlations: 0.546

Conservatively estimated minimum g loading: 0.74

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 2 score pairs. All known pairs are used to obtain the true, honest statistics; correlations have not been artificially inflated by leaving out ceiling scores, outliers or other anomalies.

Correlation of Numerical Insight Test with tests by others

(Test index) Test name n r
(214) Epiq Tests21.00
(225) Logima Strictica 3621.00
(236) International High IQ Society Miscellaneous tests21.00
(234) Strict Logic Sequences Exam I70.82
(235) Nonverbal Cognitive Performance Examination50.67
(237) Sigma Test30.19
(242) Unknown tests5-0.00

Weighted average of correlations: 0.601

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 2 score pairs. All known pairs are used to obtain the true, honest statistics; correlations have not been artificially inflated by leaving out ceiling scores, outliers or other anomalies.

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 Insight Test 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.

Typeg loading of Numerical Insight Test on that type
Verbal0.61
Numerical0.00
Spatial0.70
Logical1.00
Heterogeneous1.00

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

Balanced g loading = 0.66

National medians for Numerical Insight Test

Country n median score
Germany547.0

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 of Numerical Insight Test with personal details

Personalia n r
P.S.I.A. System factor70.55
P.S.I.A. True80.47
P.S.I.A. Ethics factor120.40
P.S.I.A. Cold80.27
Disorders (parents and siblings)130.24
P.S.I.A. Deviance factor120.23
Year of birth140.23
P.S.I.A. Rational80.16
P.S.I.A. Antisocial80.12
Educational level130.11
P.S.I.A. Introverted80.05
P.S.I.A. Aspergoid80.02
Mother's educational level130.00
P.S.I.A. Orderly8-0.02
P.S.I.A. Rare8-0.12
Father's educational level13-0.12
P.S.I.A. Just8-0.14
P.S.I.A. Extreme8-0.19
Disorders (own)13-0.37
P.S.I.A. Neurotic8-0.49
P.S.I.A. Cruel8-0.51

Correlation with national I.Q.'s of Numerical Insight Test

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

Reliability

Error

Scores by age

Age class n median score
55 to 59133.0
45 to 49147.0
40 to 44139.0
35 to 39246.0
30 to 34346.0
25 to 29131.0
22 to 24148.0
20 or 21241.5
17144.0
16148.0

Scores by year taken

Year taken n median score
2003446.0
2004537.0
2005546.0

ryear taken × median score = 0.00 (n = 14)

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. From this test, four very easy items were removed when it was made into a subtest of The Marathon Test.