Skip to main content
. 2022 Aug 16;15(1):219–241. doi: 10.1007/s12571-022-01312-w

Table 7.

Estimation results of ordered logit model for Food Insecurity Experience Scale (FIES), coefficients and marginal effects, with no controls (n = 1031)

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