Table 3.
outcome variables: polygenetic scores (or genotypes) | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | |
---|---|---|---|---|---|---|---|---|---|---|
height | BMI | alcohol intolerance: ADH1B | alcohol intolerance: ALDH2 | depression | time discounting | age at first birth | educational attainment | risk preference | ||
(A) multivariate regressions | ||||||||||
Model 1: benchmark (controlling for ethnic ancestry and latitude/longitude) | β | −0.009 | 0.001 | 0.052 | 0.165*** | −0.006 | 0.023* | −0.017* | −0.012* | 0.000 |
p-value | 0.404 | 0.901 | 0.299 | <0.001 | 0.547 | 0.075 | 0.078 | 0.056 | 0.979 | |
Model 2: further controlling for temperature | β | −0.001 | 0.001 | −0.012 | 0.198*** | −0.005 | 0.021 | −0.015 | −0.015** | −0.007 |
p-value | 0.934 | 0.936 | 0.851 | <0.001 | 0.682 | 0.191 | 0.225 | 0.047 | 0.547 | |
Model 3: further controlling for distance from coast | β | −0.002 | −0.002 | −0.005 | 0.186*** | −0.004 | 0.024 | −0.020* | −0.018** | −0.008 |
p-value | 0.876 | 0.910 | 0.932 | <0.001 | 0.750 | 0.137 | 0.094 | 0.020 | 0.493 | |
Model 4: further controlling for GDP | β | 0.004 | −0.002 | −0.021 | 0.240*** | −0.006 | 0.011 | −0.032** | −0.021** | −0.003 |
p-value | 0.802 | 0.902 | 0.763 | <0.001 | 0.638 | 0.522 | 0.018 | 0.014 | 0.793 | |
Model 5: further controlling for contact with herding cultures | β | 0.006 | −0.003 | −0.220** | 0.263*** | −0.000 | 0.030 | −0.041** | −0.019 | 0.028 |
p-value | 0.788 | 0.875 | 0.029 | 0.001 | 0.994 | 0.244 | 0.037 | 0.124 | 0.125 | |
Model 6: further controlling for rebellion history | β | 0.003 | 0.009 | −0.136 | 0.251*** | 0.005 | 0.038 | −0.046** | −0.013 | 0.028 |
p-value | 0.894 | 0.704 | 0.198 | 0.002 | 0.789 | 0.158 | 0.025 | 0.331 | 0.157 | |
(B) two-stage least squares (2SLS) | ||||||||||
Model 7: control for endogeneity of rice farming | β | −0.003 | −0.002 | 0.020 | 0.182*** | −0.003 | 0.010 | −0.029** | −0.015 | −0.002 |
p-value | 0.741 | 0.373 | 0.108 | <0.001 | 0.695 | 0.750 | 0.021 | 0.161 | 0.169 | |
first stage F-statistic | 84.740 | 84.740 | 84.740 | 84.740 | 84.740 | 84.740 | 84.740 | 84.740 | 84.740 | |
p-value | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | |
Sargan statistic | 2.183 | 2.445 | 2.372 | 2.103 | 3.087 | 2.535 | 2.185 | 1.805 | 2.218 | |
p-value | 0.140 | 0.118 | 0.124 | 0.147 | 0.079 | 0.111 | 0.139 | 0.179 | 0.136 | |
N | 4101 | 4101 | 4101 | 4101 | 4101 | 4101 | 4101 | 4101 | 4101 |
***p < 0.01; **p < 0.05; *p < 0.10.