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.