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. Author manuscript; available in PMC: 2020 Dec 1.
Published in final edited form as: Land use policy. 2020 Sep 9;99:105024. doi: 10.1016/j.landusepol.2020.105024

Table 6.

Loadings and weights from the measurement models for full sample and the three wealth groups.

Variables Full sample Lower wealth Medium wealth Higher wealth

l / w p-value l / w p-value l / w p-value l / w p-value
Individual attributes (w)
Age −0.625 0.000*** −0.709 0.000*** −0.624 0.000*** −0.440 0.000***
Gender 0.381 0.000*** 0.403 0.000*** 0.466 0.000*** 0.354 0.000***
Education 0.376 0.000*** 0.311 0.006*** 0.317 0.003*** 0.498 0.000***
Household demographics (l)
Household size 0.776 0.000*** 0.724 0.000*** 0.758 0.002*** 0.628 0.042**
Children 0.703 0.000*** 0.584 0.000*** 0.698 0.006*** 0.548 0.050**
Non-working adults 0.744 0.000*** 0.747 0.000*** 0.339 0.427 0.502 0.228
Dependency ratio 0.808 0.000*** 0.896 0.000*** 0.260 0.601 0.514 0.255
Geographic access (l)
Elevation 0.773 0.000*** 0.762 0.000*** 0.895 0.000*** 0.538 0.000***
Distance to road 0.847 0.000*** 0.820 0.000*** 0.764 0.000*** 0.766 0.000***
Distance to center 0.601 0.000*** 0.648 0.008*** 0.231 0.073* 0.696 0.000***
Capital assets (w)
House type −0.289 0.000*** −0.219 0.030** −0.166 0.201 −0.113 0.182
Farm tools 0.152 0.014** 0.101 0.381 0.230 0.405 0.329 0.018**
Transportation equipment −0.374 0.000*** −0.407 0.020** −0.017 0.993 −0.287 0.035**
Cropland area −0.115 0.070* −0.349 0.014** 0.080 0.447 −0.031 0.827
If grow GE 0.477 0.000*** 0.324 0.033** 0.691 0.000*** 0.417 0.003***
Animal stock 0.510 0.000*** 0.569 0.000*** 0.261 0.167 0.458 0.001***
Household labor availability (w)
Farm labor 0.925 0.000*** 0.927 0.000*** 0.929 0.000*** 0.950 0.000***
Off-farm labor −0.285 0.000*** −0.224 0.031** −0.338 0.003*** −0.167 0.214
Payment for ecosystem services (w)
CCFP participation 0.438 0.056* 0.060 0.247 0.114 0.541 0.517 0.099*
EWFP subsidy 0.797 0.000*** 0.296 0.406 0.953 0.000*** 0.659 0.021**
Labor allocation (w)
Local business 0.518 0.000*** 0.313 0.000*** 0.531 0.000*** 0.634 0.000***
Local paid work 0.789 0.000*** 0.737 0.000*** 0.798 0.000*** 0.835 0.000***
Out-migration employment 0.799 0.000*** 0.830 0.000*** 0.783 0.000*** 0.771 0.000***
Household land use (w)
Renting in −0.225 0.008*** −0.222 0.233 0.251 0.345 −0.121 0.662
Renting out 0.933 0.000*** 0.697 0.019** 0.943 0.000*** 0.982 0.000***
Abandonment 0.444 0.000*** 0.567 0.024** 0.397 0.184 0.332 0.068*

Note: l indicates reflective construct, w formative construct (see text).