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. Author manuscript; available in PMC: 2015 Jul 1.
Published in final edited form as: Pers Individ Dif. 2015 Jul;80:51–63. doi: 10.1016/j.paid.2015.02.006

Table 2.

Enjoyment: twin correlations and ACE parameters.

Enjoyment Country School subject MZ DZss A/D C E
9 years UK Math .38 (N = 1192) .14 (N = 1049) .38 .00 .62
English .41 (N = 1197) .22 (N = 1051) .38 .03 .59
Science .33 (N = 1185) .18 (N = 1047) .30 .03 .67
Germany Math .38 (N = 133) .20 (N = 121) .36 .02 .62
German .31 (N = 133) .29 (N = 121) .04 .27 .69
10 years Canada (Québec) Math .34 (N = 153) −.14a (N = 108) .34 .00 .66
Reading .46 (N = 153) .02a (N = 108) .46 .00 .54
Japan Math .50 (N = 109) .21a (N = 77) .50 .00 .50
11 years Germany Math .48 (N = 133) .24 (N = 121) .48 .00 .52
German .60 (N = 133) .30 (N = 121) .60 .00 .40
Japan Math .50 (N = 107) .28 (N = 68) .44 .06 .50
12 years UK Math .46 (N = 2020) .20 (N = 1823) .46 .00 .54
English .48 (N = 2020) .20 (N = 1817) .48 .00 .52
Science .43 (N = 2016) .22 (N = 1816) .42 .01 .57
Canada (Québec) Math .42 (N = 147) −.01a (N = 111) .42 .00 .58
Reading .59 (N = 147) .27 (N = 111) .59 .00 .41
Japan Math .48 (N = 125) −.03a (N = 62) .48 .00 .52
USA Reading .63 (N = 146) .15 (N = 202) .63 .00 .37
13 years Germany Math .42 (N = 133) .16a (N = 121) .42 .00 .58
German .49 (N = 133) .04a (N = 121) .49 .00 .51
Japan Math .53 (N = 91) −.03a (N = 31) .53 .00 .47
16 years UK Math .42 (N = 817) .21 (N = 710) .42 .00 .58
Japan Math .58 (N = 68) .31a (N = 32) .58 .00 .42
Russia Math .41 (N = 34) .15a (N = 34) .41 .00 .59

Note. MZ intra-class correlations (ICCs), same-sex DZ (DZss) ICCs, and genetic (A), shared environmental (C) and non-shared environmental (E) estimates. The results were controlled for age and sex. ACE estimates were derived from ICCs using Falconer’s formula. A/D = where DZ ICC is less than half of that of MZ ICC, non-additive genetic (D) effects are implied; in these cases A and D effects cannot be disentangled.

a

DZ ICC did not reach significance.