TABLE 3.
Multi-level ordered logistic regression of the association between labour migration and household food security, MMWL panel.
Odds ratios |
|||||
---|---|---|---|---|---|
Covariates | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 |
HH’s migration status | |||||
Migrant’s HH with large transfers (Ref.) | 1 | 1 | 1 | 1 | 1 |
Migrant’s HH with some transfers | 0.80 | 0.82 | 0.88 | 0.81 | 0.88 |
Migrant’s HH with no or few transfers | 0.65 | 0.72 | 0.80 | 0.65 | 0.82 |
Non-migrant’s HH | 0.61** | 0.62** | 0.73 | 0.61** | 0.72* |
Not-married woman’s HH | 0.21** | 0.23** | 0.30** | 0.21** | 0.29** |
HH’s agricultural resources and investment | |||||
HH’s farm size (hectares) | 1.11* | 1.09* | |||
HH’s # of cattle | 1.00 | 1.00 | |||
HH’s # of small animals | 0.99 | 0.99 | |||
HH does not hire paid agricultural labour (Ref.) | 1 | 1 | |||
HH hires paid agricultural labour | 1.41* | 1.20 | |||
HH housing conditions and assets index | 1.30** | 1.29** | |||
Woman is employed outside subsistence farming | |||||
No (Ref.) | 1 | 1 | |||
Yes | 1.05 | 1.08 | |||
Woman’s age | |||||
41 years or more (Ref.) | 1 | 1 | 1 | 1 | 1 |
36–40 years | 0.80 | 0.84 | 0.82 | 0.80 | 0.84 |
31–35 years | 1.02 | 1.07 | 1.06 | 1.03 | 1.09 |
26–30 years | 1.06 | 1.13 | 1.13 | 1.06 | 1.18 |
21–25 years | 1.00 | 1.03 | 1.05 | 1.00 | 1.07 |
Woman’s education | |||||
5 years or more (Ref.) | 1 | 1 | 1 | 1 | 1 |
1–4 years | 0.61** | 0.62** | 0.72* | 0.61** | 0.72* |
No education | 0.49** | 0.51** | 0.64** | 0.49** | 0.64** |
Woman’s decision-making autonomy | 0.96 | 0.96 | 0.96 | 0.96 | 0.95 |
HH dependency ratio | 1.04 | 1.05 | 1.02 | 1.05 | 1.03 |
Village-level random intercept (variance) | 0.80** | 0.80** | 0.83** | 0.80** | 0.83** |
N | 1579 | 1579 | 1579 | 1579 | 1579 |
Abbreviations: HH, household; Ref., reference.
p < 0.05.
p < 0.01.