1 Introduction
2 Background
2.1 Child labour and mental health in Indonesia
2.2 Related literature
3 Data and measures
3.1 Measure of child labour
3.2 Measure of mental health status
3.3 Minimum wage
3.4 Covariates
3.5 Descriptive statistics
4 Econometric model
4.1 Identification strategy
4.2 Estimation equation
5 Empirical results and discussion
5.1 The heterogeneous effect of child work on mental health
0.25 Quantile | 0.50 Quantile | 0.75 Quantile | 0.90 Quantile | |
---|---|---|---|---|
Panel A—without IV | ||||
Child work | 0.008 | 0.602 | 0.807** | 0.148 |
(0.258) | (0.407) | (0.411) | (0.362) | |
Observations | 3842 | 3842 | 3842 | 3842 |
Panel B—with IV | ||||
Child work | 0.035 | 0.544*** | 0.874*** | 0.332*** |
(0.048) | (0.044) | (0.080) | (0.044) | |
Observations | 3842 | 3842 | 3842 | 3842 |
5.2 Gender heterogeneity
0.25 Quantile | 0.50 Quantile | 0.75 Quantile | 0.90 Quantile | |
---|---|---|---|---|
Panel A—boys | ||||
Child work | \(-0.528\)*** | 1.023*** | 1.143*** | 0.976*** |
(0.151) | (0.157) | (0.073) | (0.029) | |
Observations | 1890 | 1890 | 1890 | 1890 |
Panel B—girls | ||||
Child work | 0.040 | 0.584*** | 0.108* | \(-0.170\)*** |
(0.055) | (0.118) | (0.064) | (0.034) | |
Observations | 1952 | 1952 | 1952 | 1952 |
5.3 Long-term effect of child work on mental health
0.25 Quantile | 0.50 Quantile | 0.75 Quantile | 0.90 Quantile | |
---|---|---|---|---|
Child work (2000) | 0.176* | 0.200 | 0.227 | 0.201*** |
(0.097) | (0.167) | (0.177) | (0.047) | |
Observations | 3061 | 3061 | 3061 | 3061 |
5.4 Robustness checks
0.25 Quantile | 0.50 Quantile | 0.75 Quantile | 0.90 Quantile | |
---|---|---|---|---|
Child work (ever) | \(-0.045\)* | 0.570*** | 0.805*** | 0.344*** |
(0.027) | (0.088) | (0.019) | (0.027) | |
Observations | 3842 | 3842 | 3842 | 3842 |
0.25 Quantile | 0.50 Quantile | 0.75 Quantile | 0.90 Quantile | |
---|---|---|---|---|
Child work | 0.104* | 0.546*** | 0.668*** | 0.557*** |
(0.056) | (0.125) | (0.113) | (0.009) | |
Observations | 3842 | 3842 | 3842 | 3842 |