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. Author manuscript; available in PMC: 2018 Oct 1.
Published in final edited form as: World Dev. 2017 Oct;98:310–324. doi: 10.1016/j.worlddev.2017.04.034

Table 3.

Association between land certification and investment in human capital in male-headed households

(1) (2) (3) (4) (5) (6) (7) (8) (9) (10)
Healthcare Healthcare Food
homegrown
Food
homegrown
Food
purchased
Food
purchased
Clothing Clothing Education Education
Proportion of total household consumption
Post −0.001 (0.002) −0.000 (0.002) −0.049*** (0.007) −0.052** (0.010) 0.015 (0.025) 0.014 (0.026) 0.027* (0.010) 0.028* (0.011) 0.000 (0.001) −0.000 (0.001)
Post*JointCertificate 0.008 (0.003) 0.008* (0.003) 0.065 (0.042) 0.070 (0.033) −0.064 (0.066) −0.061 (0.054) −0.023** (0.004) −0.026*** (0.004) −0.001 (0.002) −0.001 (0.002)
R2 0.014 0.014 0.101 0.113 0.060 0.076 0.045 0.054 0.035 0.039
Observations 7,056 6,971 7,056 6,971 7,056 6,971 7,056 6,971 7,056 6,971

Log monthly consumption
Post 0.023 (0.028) 0.028 (0.045) −0.492* (0.179) −0.531* (0.199) 0.225 (0.176) 0.179 (0.180) 0.369* (0.129) 0.345* (0.129) 0.599*** (0.079) 0.545*** (0.067)
Post*JointCertificate 0.328*** (0.025) 0.326*** (0.050) 0.574* (0.183) 0.604** (0.144) −0.147 (0.168) −0.107 (0.161) 0.008 (0.124) −0.005 (0.080) −0.339* (0.119) −0.281* (0.105)
R2 0.124 0.127 0.028 0.036 0.029 0.039 0.074 0.102 0.090 0.107
Observations 3,491 3,453 6,344 6,285 6,784 6,701 5,281 5,219 2,875 2,832

Controls:
Household FE Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes
Year dummies Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes
# of adults, # of children No Yes No Yes No Yes No Yes No Yes
Head’s age No Yes No Yes No Yes No Yes No Yes
Cereal output No Yes No Yes No Yes No Yes No Yes
Livestock units No Yes No Yes No Yes No Yes No Yes

Note: Figures in each column are from a unique household fixed effects regression on the dependent variables in header row. Post is a dummy variable equal to 1 if household observed after exposure to a certification program. JointCertificate is a dummy variable equal to 1 if in regions that issued certificates jointly to head and spouse. Monthly expenditure in 2009 Birr constant prices. 1 USD = 9.80 Birr in Jan 2009. Standard errors clustered on region in parentheses.

***

p<0.01,

**

p<0.05,

*

p<0.1.