Table 6.
Outcome | Predictor | Effect of climate on migration | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Kenya | Uganda | Nigeria | Burkina Faso | Senegal | |||||||
H. Internal migrants | Precipitation | 1.22 | + | 1.14 | 1.29 | + | 1.20 | 0.84 | |||
[0.98,1.52] | [0.94,1.40] | [0.95,1.75] | [0.76,1.89] | [0.61,1.16] | |||||||
Temperature | 0.55 | ** | 2.11 | * | 0.54 | 0.49 | * | 0.86 | |||
[0.36,0.85] | [1.11,3.98] | [0.16,1.83] | [0.26,0.94] | [0.37,2.02] | |||||||
Joint test | 11.0 | ** | 5.5 | + | 16.5 | *** | 6.6 | * | 1.5 | ||
I. International migrants | Precipitation | 0.88 | 1.02 | 1.53 | *** | 0.55 | ** | 1.05 | |||
[0.64,1.20] | [0.64,1.61] | [1.21,1.93] | [0.37,0.82] | [0.74,1.51] | |||||||
Temperature | 0.76 | 2.24 | 1.17 | 0.19 | *** | 1.81 | |||||
[0.32,1.78] | [0.44,11.42] | [0.54,2.53] | [0.11,0.32] | [0.67,4.91] | |||||||
Joint test | 1.3 | 1.0 | 14.1 | *** | 38.4 | *** | 1.4 | ||||
J. Male migrants | Precipitation | 1.09 | 1.04 | 1.34 | 0.76 | 1.02 | |||||
[0.86,1.40] | [0.83,1.31] | [0.90,1.98] | [0.52,1.12] | [0.76,1.36] | |||||||
Temperature | 0.53 | * | 1.69 | 0.64 | 0.30 | *** | 1.14 | ||||
[0.28,0.98] | [0.85,3.34] | [0.24,1.72] | [0.18,0.52] | [0.40,3.29] | |||||||
Joint test | 4.2 | 2.3 | 9.9 | ** | 18.8 | *** | 0.1 | ||||
K. Female migrants | Precipitation | 1.25 | 1.26 | 1.29 | 0.96 | 0.74 | + | ||||
[0.85,1.85] | [0.95,1.66] | [0.94,1.76] | [0.37,2.52] | [0.54,1.02] | |||||||
Temperature | 0.63 | 2.97 | * | 0.56 | 0.20 | *** | 1.20 | ||||
[0.30,1.29] | [1.24,7.14] | [0.10,3.22] | [0.10,0.40] | [0.38,3.73] | |||||||
Joint test | 2.0 | 6.7 | * | 19.3 | *** | 33.3 | *** | 5.8 | + | ||
L. Labor migrants | Precipitation | 1.13 | 0.94 | 1.37 | + | 0.79 | 0.94 | ||||
[0.93,1.38] | [0.72,1.23] | [0.97,1.93] | [0.51,1.22] | [0.71,1.25] | |||||||
Temperature | 0.50 | ** | 1.07 | 0.82 | 0.31 | *** | 1.12 | ||||
[0.33,0.76] | [0.42,2.70] | [0.37,1.84] | [0.17,0.54] | [0.37,3.36] | |||||||
Joint test | 11.0 | ** | 0.3 | 5.8 | + | 16.2 | *** | 0.2 | |||
M. Non-labor migrants | Precipitation | 1.15 | 1.38 | * | 1.29 | + | 0.78 | 0.97 | |||
[0.81,1.63] | [1.03,1.85] | [0.98,1.71] | [0.52,1.19] | [0.64,1.46] | |||||||
Temperature | 0.72 | 4.88 | *** | 0.46 | 0.24 | ** | 1.18 | ||||
[0.38,1.36] | [2.41,9.88] | [0.12,1.80] | [0.09,0.67] | [0.47,2.94] | |||||||
Joint test | 1.5 | 19.4 | *** | 22.3 | *** | 7.5 | * | 0.1 |
Results from negative binomial regressions at the household-year level of the number of departed migrants. Controls, missing indicators and fixed effects are included but not shown. Joint tests are Wald tests of the climate variables.
p<0.10,
p<0.05,
p<0.01,
p<0.001