Table 7.
Model Coefficients | Marginal Effects (ME) of covariates for FIES: 1, 2, 3 and 4 | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Variable name | Coefficients | Standard error (Robust) | ME, FIES = 1 (dy/dx) |
Standard error ME, FIES = 1 | ME, FIES = 2 (dy/dx) |
Standard error ME, FIES = 2 | ME, FIES = 3 (dy/dx) |
Standard error ME, FIES = 3 | ME, FIES = 4 (dy/dx) |
Standard error ME, FIES = 4 |
HH income loss amid-COVID (%) | 0.017*** | 0.003 | -0.001*** | 0.000 | -0.001*** | 0.000 | -0.001*** | 0.000 | 0.003*** | 0.001 |
HH job affected by COVID-19 (yes = 1) | 0.445*** | 0.158 | -0.029*** | 0.011 | -0.025*** | 0.009 | -0.029*** | 0.010 | 0.083** | 0.029 |
Received family/friends support (yes = 1) | 0.050 | 0.196 | -0.003 | 0.013 | -0.003 | 0.011 | -0.003 | 0.012 | 0.009 | 0.037 |
Received gov./NGO support (yes = 1) | 0.592** | 0.261 | -0.034*** | 0.013 | -0.030** | 0.012 | -0.038** | 0.016 | 0.102** | 0.040 |
Land size owned (ha) | -0.020** | 0.009 | 0.001** | 0.001 | 0.001** | 0.000 | 0.001** | 0.001 | -0.004** | 0.002 |
Livestock size owned (TLU) | -0.038*** | 0.011 | 0.003*** | 0.001 | 0.002*** | 0.001 | 0.002*** | 0.001 | -0.007** | 0.002 |
/Cut1 | -1.809 | 0.191 | ||||||||
/Cut2 | -0.974 | 0.177 | ||||||||
/Cut3 | -0.171 | 0.168 | ||||||||
Mean dependent var | 3.485 | SD dependent var | 0.936 | |||||||
Pseudo r-squared | 0.044 | Number of obs | 1031 | |||||||
Wald Chi2(16) | 51.009 | Prob > chi2 | 0.000 | |||||||
Akaike crit. (AIC) | 1486.123 | Bayesian crit. (BIC) | 1528.914 |
ME Marginal effects, MEs for factor variables is the discrete change from the base level, HH Household, ha hectare, TLU Tropical Livestock Unit
† Marginal effects (dy/dx) are average marginal effects (AME), i.e., evaluated at the sample values and then averaged
*** p < 0.01, ** p < 0.05, * p < 0.1