Statistics of Analogies subtest of Long Test For Genius

© Paul Cooijmans May 2003

Norms (G = # right):

G Protonorm
0 187 or lower
1 207
2 227
3 253
4 273
5 280
6 320
7 347
8 360
9 367
10 380
11 386
12 388
13 400
14 420
15 433
16 440
17 447
18 460
19 500
20 567
21 573
22 607
23 630
24 647
25 667
26 687
27 707
28 727
29 747
30 767
31 787
32 807
33 827
34 847
35 867
36 887
37 907
38 927
39 947

Scores so far

Analogies, © 1995, subtest of long Test For Genius (English version), has drawn these scores out of 39 (65 scores):

0*
4*
5*
6***** *
7**
8****
9***** *
10*****
11***
12***** *
13***
14***** *
15***
16****
17****
18***
19***
21*
22**
24*

Remarkably (for high-range tests), the top scorer is a female.

Correlation with other tests:

Test#cor
Bonsai Test40.98
Cattell Culture Fair50.91
Mysterium Entrance Exam50.9
Miller Analogies40.89
Cooijmans Intelligence Test90.84
Final Test180.8
Long Test For Genius570.77
Association Subtest of LTFG630.68
SAT (old)60.62
Unknown tests80.6
Space, Time & Hyperspace580.51
Short Test For Genius100.5
Mega Test120.45
Analogies #170.43
Numbers230.39
WAIS40.37
W8780.36
Encephalist-R40.32
Sigma Test50.2
Qoymans Multiple-Choice100.18
Logima Strictica 3650.16
Qoymans Multiple-Choice #28-0.11
Titan Test5-0.66
GRE4-0.96

Mean correlation: 0.4

Used for norming are tests correlating .77 or higher. Prior scores are converted to the same scale (SD=15) if needed [and in March 2008 converted to protonorms using the initial protonorm formula]. Raw and prior scores are put in columns of numerical order, the highest facing the highest etc. Each raw score is normed at the median of the IQ's facing it. Scores above 24 are extrapolated.

Addition March 2008

© March 2008 Paul Cooijmans

Remark: This was a subtest of the no longer used Long Test For Genius, and most of its problems now occur in the Test For Genius - Revision 2004.

Scores

0 *
4 *
5 **
6 ********
7 **
8 ******
9 *******
10 **********
11 *******
12 *********
13 ********
14 *******
15 ***
16 ******
17 ******
18 ****
19 ******
21 *
22 **
23 *
24 *

Scores by males

n = 89

5**
6********
7**
8******
9*******
10********
11******
12*******
13*******
14*******
15***
16******
17******
18****
19******
21*
22**
23*

Scores by females

n = 8

0*
4*
10**
12**
13*
24*

Correlation with other tests

Test#cor
Bonsai Test80.92
Verbal section of Test For Genius - Revision 2004140.78
The Final Test260.77
Cooijmans Intelligence Test - Form 250.77
Long Test For Genius840.77
916 Test50.75
Titan Test110.75
Cooijmans Intelligence Test - Form 1150.73
Miller Analogies Test (raw)60.72
Strict Logic Sequences Exam I90.71
Association subtest of Long Test For Genius930.69
G-test60.69
The Nemesis Test60.69
Spatial Insight Test60.68
Test For Genius - Revision 2004140.67
Genius Association Test200.66
Mysterium Entrance Exam120.64
Test of Shock and Awe80.63
SAT (old)60.62
The Test To End All Tests140.60
Reason50.58
Unknown tests100.57
Associative LIMIT Test50.57
Cartoons of Shock50.55
Space, Time and Hyperspace860.53
Spatial section of Test For Genius - Revision 2004140.50
Graduate Record Examination70.50
Short Test For Genius140.48
NVCPE170.48
Wechsler Adult Intelligence Scales50.46
Qoymans Multiple-Choice #3240.46
Mega Test120.45
Qoymans Multiple-Choice #4150.43
Analogies #1110.42
Evens60.41
Numbers300.39
W-8780.36
Encephalist - R60.33
International High IQ Society Verbal Test80.30
Qoymans Multiple-Choice #1120.26
Cattell Culture Fair100.21
Sigma Test120.14
Logima Strictica 36100.10
Qoymans Multiple-Choice #2100.07
Raven's Advanced Progressive Matrices (IQ)10-0.11
Lieshout International Mesospheric Intelligence Test8-0.13
International High IQ Society Miscellaneous tests7-0.26
Culture Fair Numerical Spatial Examination - Final version6-0.28

Weighted average of correlations: 0.545

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 5 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.

National averages

Country# scoresAverage score
Germany221.0
United_Kingdom914.3
Finland513.8
Canada413.3
Australia312.7
United_States2912.5
Brazil312.3
Israel211.0
Norway211.0
Greece310.7
Sweden79.7

For reasons of privacy, only countries with 2 or more candidates are included in this table. Ranking is based on the unrounded averages.

Correlation with personal details

Personalia#cor
PSIA Rational130.85
PSIA Orderly130.55
Is resident of the European Union40.47
Observed behaviour is good100.35
PSIA Ethics factor300.30
Educational level340.29
PSIA True130.23
PSIA Cold130.18
PSIA System factor (phased out)200.17
Disorders (own)330.14
Is male970.11
Disorders (parents and siblings)330.03
PSIA Deviance factor300.03
Number of characters in candidate's name as registered98-0.03
Father's educational level31-0.07
PSIA Introverted13-0.07
Year of birth82-0.14
PSIA Cruel13-0.17
PSIA Rare13-0.20
PSIA Extreme13-0.22
PSIA Aspergoid13-0.29
PSIA Neurotic13-0.33
PSIA Just13-0.38
PSIA Antisocial13-0.39
GAIA - Gifted Adult's Inventory of Aspergerisms14-0.50
Mother's educational level30-0.51

Correlation with personal details - within females

Personalia#cor
Year of birth60.33
Number of characters in candidate's name as registered80.30

Correlation with national IQs

Correlation of this test with national average IQs published by Lynn and Vanhanen:

Reliability and standard error

Using the "split-half" method:

Scores by age

Age group# CandidatesAverage score
70 to 7428.0
55 to 59212.0
50 to 54813.9
45 to 49612.8
40 to 441613.9
35 to 391812.4
30 to 341112.5
25 to 291212.3
22 to 24310.7
20 or 2138.7
18 or 1939.0
17210.5
1639.3

Scores by year taken

Year taken# CandidatesAverage score
1995110.0
1996810.5
1998110.0
1999911.9
2000612.5
20011614.8
20022211.7
20031512.5
20041811.9

Correlation year taken vs average score = 0.62
n = 96

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 (validity of the item in this test) 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.