Table 5.
Any farm labor | Hours of farm labor (logged) | Any domestic labor | Hours of domestic labor (logged) |
|||||
---|---|---|---|---|---|---|---|---|
Climate variables | Odds ratio | Coefficient | Odds ratio | Coefficient | ||||
Summer temperature, t-1 | 1.37 | 2.02 | −0.06 | −0.09 | 0.48+ | 0.44+ | 0.02 | −0.07 |
Summer precipitation, t-1 | 0.39* | 0.36* | −0.09 | −0.13 | 1.60 | 1.60 | −0.06 | 0.05 |
Winter temperature, t | 0.64 | 0.56 | 0.15 | 0.13 | 0.66 | 0.83 | −0.09 | 0.03 |
Winter precipitation, t | 1.13 | 0.79 | 0.13 | 0.16 | 0.34* | 0.32* | −0.14* | −0.03 |
Spring temperature, t | 1.05 | 1.38 | 0.09 | 0.12 | 0.19*** | 0.16*** | 0.07 | 0.03 |
Spring precipitation, t | 1.02 | 0.58 | −0.30* | −0.29* | 1.49 | 1.42 | −0.13+ | −0.08 |
Individual controls | ||||||||
Child of household head | 0.96 | 0.95 | 0.03 | 0.04 | 0.81 | 0.82 | −0.06 | −0.05 |
13 years old [12 years old is baseline] | 1.17 | 1.17 | 0.10* | 0.10* | 1.06 | 1.06 | 0.05 | 0.05 |
14 years old | 1.08 | 1.07 | 0.00 | 0.00 | 1.28 | 1.28 | 0.13** | 0.13** |
15 years old | 0.87 | 0.85 | 0.04 | 0.04 | 1.37 | 1.35 | 0.15*** | 0.15*** |
16 years old | 1.14 | 1.14 | −0.01 | −0.01 | 0.87 | 0.87 | 0.06 | 0.05 |
Female | 0.14*** | 0.54 | −0.37*** | −0.37** | 16.13*** | 5.50+ | 0.41*** | 0.14+ |
Attends school | 0.83 | 0.89 | −0.37*** | −0.36*** | 1.26 | 1.25 | −0.18*** | −0.19*** |
Household controls | ||||||||
Number of children aged 0–6 | 0.86+ | 0.87 | −0.02 | −0.02 | 1.01 | 1.01 | 0.02 | 0.02 |
Number of children aged 7–18 | 0.97 | 0.97 | 0.01 | 0.01 | 0.86* | 0.86* | 0.00 | 0.00 |
Age of household head | 0.99 | 0.99 | 0.00 | 0.00 | 0.99+ | 0.99 | 0.00 | 0.00 |
Household head has any formal schooling | 0.96 | 0.95 | −0.03 | −0.03 | 1.01 | 1.02 | −0.04 | −0.04 |
Female-headed household | 0.75 | 0.74 | 0.04 | 0.04 | 1.19 | 1.17 | 0.02 | 0.02 |
Ln (land area + 1) | 1.12 | 1.09 | 0.03 | 0.03 | 1.13 | 1.12 | 0.07+ | 0.08* |
Interactions | ||||||||
Female X summer temperature, t-1 | 0.71 | 0.06 | 1.93 | 0.19+ | ||||
Female X summer precipitation, t-1 | 1.48 | 0.10 | 1.30 | −0.22* | ||||
Female X winter temperature, t | 1.13 | 0.07 | 0.25+ | −0.19 | ||||
Female X winter precipitation, t | 1.07 | −0.06 | 0.81 | −0.16 | ||||
Female X spring temperature, t | 0.50*** | −0.06 | 2.25 | 0.11+ | ||||
Female X spring precipitation, t | 2.32+ | −0.01 | 1.59 | −0.10 | ||||
Joint tests | ||||||||
Climate variables | 17.81** | 6.81 | 6.92** | 3.55* | 150.48*** | 80.25*** | 7.73*** | 1.18 |
Interactions | 44.81*** | 1.98 | 6.90 | 11.78*** | ||||
Community fixed-effects | 739.94*** | 3567.94*** | 16372.49*** | 2316.32*** | 4996.66*** | 3282.24*** | 2717.43*** | 1649.41*** |
Survey year fixed-effects | 2.32 | 1.51 | 0.47 | 0.61 | 12.03*** | 10.29** | 0.05 | 0.04 |
Constant | 8.43 | 4.18 | 3.13*** | 3.10*** | 150.66** | 225.03** | 2.70*** | 2.79*** |
N individuals | 1656 | 1109 | 1657 | 1338 |
p < 0.1;
p < 0.05;
p < 0.01;
p < 0.001