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. Author manuscript; available in PMC: 2024 Nov 1.
Published in final edited form as: J Int Dev. 2023 Mar 28;35(8):2332–2350. doi: 10.1002/jid.3781

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.