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. Author manuscript; available in PMC: 2017 Nov 1.
Published in final edited form as: Glob Environ Change. 2016 Nov 16;41:228–240. doi: 10.1016/j.gloenvcha.2016.10.005

Table 3. Coefficient estimates, logistic regression models predicting inter-province migration, climate measures for years 1-5 prior to census.

Spec. A Spec. B Spec. C Spec. D Spec. E Spec. F
Climate variables, years 1-5 prior to census
Temperature, standardized 0.003 0.049 0.099 *
Rainfall, standardized -0.136 ** -0.037 -0.035
Count, monthly temperature > 2 SD 0.053 * 0.033 ** 0.036 *
Count, monthly temperature < (-)2SD 0.158 ** 0.091 ** 0.075 *
Count, monthly rainfall > 2 SD -0.014 -0.003 -0.011
Count, monthly rainfall < 1 mm 0.041 0.048 0.041
Climate *control interactions
Age * temperature, standardized 0.002
Age * rainfall, standardized 0.003 **
Age * count, monthly temperature > 2 SD -0.001
Age * count, monthly temperature < (-)2SD -0.003 +
Age * count, monthly rainfall > 2 SD 0.000
Age * count, monthly rainfall < 1 mm 0.000
Female * temperature, standardized 0.026 **
Female * rainfall, standardized -0.004
Female * count, monthly temperature > 2 SD 0.002
Female * count, monthly temperature < (-)2SD -0.026 **
Female * count, monthly rainfall > 2 SD -0.009 +
Female * count, monthly rainfall < 1 mm -0.006 *
Primary ed(=1) * temperature, standardized -0.054
Primary ed(=1) * rainfall, standardized -0.003
Primary ed(=1) * count, monthly temperature > 2 SD -0.004
Primary ed(=1) * count, monthly temperature < (-)2SD 0.005
Primary ed(=1) * count, monthly rainfall > 2 SD 0.006
Primary ed(=1) * count, monthly rainfall < 1 mm 0.005
Controls
Age -0.032 ** -0.029 ** -0.031 ** -0.031 ** -0.031 ** -0.031 **
Sex
Male (ref) (ref) (ref) (ref) (ref) (ref)
Female -0.119 ** -0.119 ** -0.132 ** -0.083 ** -0.118 ** -0.118 **
Educational attainment
Did not complete primary school (ref) (ref) (ref) (ref) (ref) (ref)
Completed primary school 0.204 ** 0.205 ** 0.204 ** 0.203 ** 0.232 ** 0.193 *
Unknown -0.162 ** -0.145 ** -0.157 ** -0.145 ** -0.242 * -0.241 +
Pseduo R2 0.0469 0.0473 0.0468 0.0473 0.0469 0.0473
Joint test, interaction effects ** * ** + *
N 2,13,44,711
+

p<0.10,

*

p<0.05,

**

p<0.01

Models include constant and province and decade fixed effects