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. 2021 Sep 22;48(11):1548–1565. doi: 10.1177/01461672211046808

Table 2.

Moderators of the Effect of Cognitive Ability on Economic Ideology.

Moderator k N r 95% CI 95% PI Homogeneity tests
Q between Q within I 2
Overall effect 20 46,426 .07** [0.02, 0.12] [−0.16, 0.29] 551.43*** 96.2%
Measures of cognitive ability 1.80
 General 12 26,877 .08* [0.002, 0.15] [−0.21, 0.34] 354.04*** 96.6%
 Verbal 5 17,703 .09* [0.01, 0.17] [−0.23, 0.39] 125.73*** 96.7%
 Numerical 3 1,846 −.001 [−0.11, 0.11] [−0.87, 0.86] 11.76** 80.7%
Measure of economic ideology 14.34**
 Symbolic 4 2,351 −.01 [−0.10, 0.07] [−0.36, 0.34] 14.02** 74.9%
 Operational 14 43,536 .11*** [0.05, 0.16] [−0.12, 0.32] 484.39*** 96.6%
 Mixed 2 539 −.07 [−0.16, 0.01] 0.82 0.00%
Number of items 0.66
 1 8 14,883 .04 [−0.04, 0.13] [−0.26, 0.34] 165.46*** 95.8%
 2–10 8 20,797 .09 [−0.003, 0.18] [−0.24, 0.39] 136.05*** 97.0%
 >10 4 10,746 .08** [0.02, 0.13] [−0.17, 0.32] 23.12*** 85.1%
Sampling methodology 11.89**
 Non-probability 10 9,861 −.002 [−0.05, 0.04] [−0.13, 0.13] 27.28** 68.6%
 Probability 10 36,565 .13*** [0.07,0.20] [−0.11, 0.37] 339.56*** 97.3%
Location 7.34**
 USA 12 25,917 .02 [−0.04, 0.08] [−0.19, 0.23] 198.95*** 94.3%
Scandinavia/UK/Turkey 7 20,509 .14*** [0.07, 0.21] [−0.10, 0.37] 90.48*** 94.6%

Note. Positive effect sizes indicate that higher levels of cognitive ability are associated with a more conservative economic ideology. k = number of independent samples, CI = confidence interval, PI = prediction interval.

*

p ≤ .05. **p < .01. ***p < .001.