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Table 5 Results of ordered probit model

From: Food security in the Savannah Accelerated Development Authority Zone of Ghana: an ordered probit with household hunger scale approach

Variable Estimates Marginal effects
Coefficient SE Y = 0 SE Y = 1 SE Y = 2 SE
AGE 0.0011 0.0013 −1.91e−05 2.0e−05 −0.0004 0.0005 0.0004 0.0005
GEN −0.0657 0.0587 0.0010 0.0009 0.0233 0.0207 −0.0243 0.0216
EDUC 0.0106** 0.0049 −0.0002** 0.0001 −0.0038** 0.0017 0.0040** 0.0018
MARST 0.0476 0.0558 −0.0008 0.0010 −0.0171 0.0201 0.0179 0.0210
HHSIZE −0.0011 0.0066 1.77e−05 0.0001 0.0004 0.0024 −0.0004 0.0025
MTRANS 0.0946* 0.0490 −0.0017* 0.0010 −0.0339* 0.0177 0.0356* 0.0186
FRMEQ 0.3073** 0.1350 −0.0036*** 0.0012 −0.1038** 0.0424 0.1074*** 0.0434
FRNMEQ −0.0546 0.0644 0.0009 0.0010 0.0194 0.0228 −0.0203 0.0238
YIELD 0.0001*** 0.0001 −2.38e−06** 0.0000 −0.0001*** 2.0e−05 0.0001*** 2.0e−05
HCI 0.0042*** 0.0008 −0.0001*** 2.0e−05 −0.0015*** 0.0003 0.0016*** 0.0003
CPRDN −0.2633*** 0.0633 0.0038*** 0.0010 0.0919*** 0.0215 −0.0957*** 0.0223
MLTCRP −0.1462*** 0.0479 0.0026*** 0.0010 0.0524*** 0.0172 −0.0549*** 0.0181
ALAND −0.0852 0.0724 0.0013 0.0011 0.0301 0.0254 −0.0315 0.0264
PLTRY 0.1068** 0.0475 −0.0018** 0.0009 −0.0382** 0.0170 0.0400** 0.0179
SANIM 0.0944** 0.0475 −0.0016* 0.0009 −0.0337** 0.0169 0.0353** 0.0178
LANIM −0.1258** 0.0530 0.0023** 0.0012 0.0452** 0.0192 −0.0475** 0.0203
FCEXP 0.0007*** 0.0002 −1.11e−05** 0.0000 −0.0002*** 0.0001 0.0002*** 0.0001
NFCEXP 1.63e−05 3.01e−05 −2.73e−07 0.0000 −5.81e−06 1.0e−05 6.08e−06 1.0e−05
LOC −0.1323** 0.0530 0.0021** 0.0008 0.0467** 0.0186 −0.0488** 0.0193
REG_NR −0.0239 0.0728 0.0004 0.0012 0.0085 0.0259 −0.0089 0.0271
REG_UW −0.4972*** 0.1002 0.0147*** 0.0049 0.1796*** 0.0353 −0.1943*** 0.0396
REG_UE −0.6632*** 0.0818 0.0201*** 0.0045 0.2370*** 0.0283 −0.2570*** 0.0315
CCRED −0.0315 0.0457 0.0005 0.0008 0.0113 0.0164 −0.0118 0.0171
μ a2 −2.7297***        
μ 2 −0.5746***        
Log pseudolikel. −2664.3025        
Wald χ 2 336.20***        
Pseudo R 2 0.0593        
No. observ. 4053        
  1. ***, **, * Stand for values statistically significant at 0.01, 0.05, and 0.1 levels, respectively; a Threshold parameters in ordered probit model
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Agriculture & Food Security

ISSN: 2048-7010