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. Author manuscript; available in PMC: 2019 Jun 26.
Published in final edited form as: Glob Environ Change. 2016 Oct 7;41:111–123. doi: 10.1016/j.gloenvcha.2016.09.006

Table 5.

Results from logit and OLS models on participation in and hours of child labor based on recent climate, 2004 and 2009

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