Table 2.
Random intercept models predicting the number of temporary and permanent out-migrants at the household level as associated with village level NDVI for the Agincourt study site in 2007
Panel A: Temporary migration | ||||||||
---|---|---|---|---|---|---|---|---|
Model 1 | Model 2 | Model 3 | Model 4 | |||||
b | sig. | b | sig. | b | sig. | b | sig. | |
Predictors | ||||||||
NDVI_sum | 0.082 | ** | 0.060 | * | ||||
NDVI_intcpt | 0.180 | * | 0.111 | |||||
NDVI_slope | 0.107 | ** | 0.078 | ** | ||||
Controls | ||||||||
Age of HH head | 0.004 | *** | 0.004 | *** | ||||
Female HH head | 0.010 | 0.009 | ||||||
Mozambican background | 0.052 | 0.053 | * | |||||
Masculinity proportion | 0.457 | *** | 0.457 | *** | ||||
Dependence proportion | −0.672 | *** | −0.671 | *** | ||||
Working proportion | 0.982 | *** | 0.980 | *** | ||||
Education proportion | 0.037 | *** | 0.037 | *** | ||||
SES | 0.069 | ** | 0.071 | ** | ||||
Prime age death | 0.013 | 0.013 | ||||||
Intercept | −1.474 | *** | −2.444 | *** | −2.547 | *** | −3.183 | *** |
Variance components | ||||||||
Between villages | 0.012 | ** | 0.011 | ** | 0.011 | ** | 0.011 | ** |
Dispersion parameter | 0.000 | 0.000 | 0.000 | 0.000 | ||||
N | 9625 | 9625 | 9367 | 9367 |
Panel B: Permanent migration | ||||||||
---|---|---|---|---|---|---|---|---|
Model 5 | Model 6 | Model 7 | Model 8 | |||||
b | sig. | b sig. | b | sig. | b | sig. | ||
Predictors | ||||||||
NDVI_sum | −0.079 | −0.044 | ||||||
NDVI_intcpt | −0.101 | −0.018 | ||||||
NDVI_slope | −0.026 | 0.006 | ||||||
Controls | ||||||||
Age of HH head | 0.000 | 0.000 | ||||||
Female HH head | −0.083 | −0.081 | ||||||
Mozambican background | 0.027 | 0.045 | ||||||
Masculinity proportion | −0.341 | −0.341 | ||||||
Dependence proportion | −0.601 | −0.595 | ||||||
Working proportion | −0.343 | −0.339 | ||||||
Education proportion | −0.019 | −0.020 | ||||||
SES | −0.288 | * | −0.291 | * | ||||
Prime age death | 0.134 | 0.133 | ||||||
Intercept | −3.702 | *** | −3.385 | *** | −2.694 | *** | −2.745 | ** |
Variance components | ||||||||
Between villages | 0.036 | 0.045 | 0.037 | 0.041 | ||||
Dispersion parameter | 4.634 | *** | 4.458 | *** | 4.337 | *** | 4.235 | *** |
N | 9625 | 9625 | 9367 | 9367 |
Coefficients represent logged rates of events; Log transformed household size was used as offset in all models, resulting in a parameter estimate (for log(exposure)) constrains to 1;
p≤.05
p≤.01
p≤.001
Source: Agincourt Health and Demographic Surveillance Site (Agincourt HDSS) for the year 2007