Table 4 Results of Bayesian logistic and... | Emerald Publishing

Table 4

Results of Bayesian logistic and probit models

	Bayesian logit model				Bayesian probit model
	Odds ratio	Std. dev	MCSE	Median	Mean	Std. dev	MCSE	Median
Age	−0.497	0.402	0.068	−0.498	−0.226	0.160	0.023	−0.215
Gender	3.514	1.613	0.368	3.437	0.701	0.442	0.076	0.695
Level of education	0.095	0.19	0.026	0.1	0.064	0.078	0.006	0.066
Employment status	−1.795	0.561	0.09	−1.775	−0.472	0.178	0.031	−0.460
Income per month	2.028	0.691	0.125	2.055	0.702	0.265	0.018	0.688
Income instability	5.326	1.801	0.288	5.336	2.593	0.486	0.041	2.580
Shrinking work opportunity	3.514	0.895	0.097	3.494	1.561	0.323	0.032	1.563
Number of dependents in family	2.49	0.801	0.129	2.502	0.742	0.302	0.062	0.751
Other’s financial contribution in family	−2.608	1.134	0.228	−2.597	−0.905	0.370	0.037	−0.902
savings	−2.855	0.895	0.127	−2.858	−0.923	0.364	0.046	−0.914
Comparison of household expense to pre-pandemic expense	−2.381	0.758	0.142	−2.354	−0.928	0.254	0.026	−0.918
major sources of expenditure	1.512	0.69	0.149	1.495	0.788	0.323	0.050	0.787
Constant	−4.875	2.434	0.612	−5.416	−3.061	0.411	0.069	−3.087
Acceptance rate	0.286				0.246

	Bayesian logit model				Bayesian probit model
	Odds ratio	Std. dev	MCSE	Median	Mean	Std. dev	MCSE	Median
Age	−0.497	0.402	0.068	−0.498	−0.226	0.160	0.023	−0.215
Gender	3.514	1.613	0.368	3.437	0.701	0.442	0.076	0.695
Level of education	0.095	0.19	0.026	0.1	0.064	0.078	0.006	0.066
Employment status	−1.795	0.561	0.09	−1.775	−0.472	0.178	0.031	−0.460
Income per month	2.028	0.691	0.125	2.055	0.702	0.265	0.018	0.688
Income instability	5.326	1.801	0.288	5.336	2.593	0.486	0.041	2.580
Shrinking work opportunity	3.514	0.895	0.097	3.494	1.561	0.323	0.032	1.563
Number of dependents in family	2.49	0.801	0.129	2.502	0.742	0.302	0.062	0.751
Other’s financial contribution in family	−2.608	1.134	0.228	−2.597	−0.905	0.370	0.037	−0.902
savings	−2.855	0.895	0.127	−2.858	−0.923	0.364	0.046	−0.914
Comparison of household expense to pre-pandemic expense	−2.381	0.758	0.142	−2.354	−0.928	0.254	0.026	−0.918
major sources of expenditure	1.512	0.69	0.149	1.495	0.788	0.323	0.050	0.787
Constant	−4.875	2.434	0.612	−5.416	−3.061	0.411	0.069	−3.087
Acceptance rate	0.286				0.246

Source(s): Authors’ own work