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. Author manuscript; available in PMC: 2015 Jul 1.
Published in final edited form as: Popul Space Place. 2013 Mar 26;20(5):402–420. doi: 10.1002/psp.1776

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