Table A8.
RDD regression of employment variables using the sample of LFSs 2019 and 2020.
| Explanatory variables | Unemployed (yes = 1, no = 0) | Temporary layoff (yes = 1, no = 0) | Having wage job (yes = 1, no = 0) | Having job with contract (yes = 1, no = 0) | Having social insurance (yes = 1, no = 0) | Log of number of working hours in the last 7 days | Log of monthly wage (wage workers) | Having wage below minimum wages (yes = 1, no = 0) |
|---|---|---|---|---|---|---|---|---|
| Lockdown | 0.0137*** | 0.0338*** | −0.0258*** | −0.0193*** | −0.0172*** | −0.0165 | −0.1076*** | 0.0180 |
| (0.0025) | (0.0095) | (0.0061) | (0.0045) | (0.0042) | (0.0296) | (0.0233) | (0.0147) | |
| Month variable | −0.0004 | 0.0001 | 0.0021** | 0.0012* | 0.0014** | −0.0057 | 0.0052*** | −0.0013** |
| (0.0003) | (0.0000) | (0.0009) | (0.0006) | (0.0006) | (0.0038) | (0.0019) | (0.0005) | |
| Month variable * Lockdown | −0.0004 | −0.0059*** | 0.0009 | −0.0001 | −0.0007 | 0.0179*** | 0.0015 | 0.0080** |
| (0.0004) | (0.0017) | (0.0011) | (0.0008) | (0.0008) | (0.0043) | (0.0049) | (0.0037) | |
| Male (male = 1, female = 0) | −0.0039*** | −0.0005* | 0.0837*** | −0.0438*** | −0.0510*** | 0.0807*** | 0.1840*** | −0.0312*** |
| (0.0011) | (0.0003) | (0.0067) | (0.0037) | (0.0039) | (0.0059) | (0.0079) | (0.0028) | |
| Age | −0.0056*** | −0.0000 | −0.0001 | 0.0004 | 0.0041*** | 0.0236*** | 0.0501*** | −0.0132*** |
| (0.0003) | (0.0000) | (0.0009) | (0.0008) | (0.0008) | (0.0013) | (0.0017) | (0.0009) | |
| Age squared | 0.0001*** | −0.0000 | −0.0001*** | −0.0001*** | −0.0001*** | −0.0004*** | −0.0006*** | 0.0002*** |
| (0.0000) | (0.0000) | (0.0000) | (0.0000) | (0.0000) | (0.0000) | (0.0000) | (0.0000) | |
| Less than primary education | Reference | |||||||
| Primary education | −0.0031*** | 0.0005 | −0.0528*** | −0.0349*** | −0.0260*** | −0.0063 | 0.0082 | −0.0037 |
| (0.0008) | (0.0003) | (0.0055) | (0.0080) | (0.0065) | (0.0045) | (0.0132) | (0.0042) | |
| Lower-secondary education | −0.0024** | 0.0007* | −0.0586*** | −0.0003 | 0.0059 | 0.0080* | 0.0530*** | −0.0164*** |
| (0.0010) | (0.0004) | (0.0073) | (0.0088) | (0.0077) | (0.0042) | (0.0136) | (0.0040) | |
| Upper-secondary education | 0.0007 | 0.0017** | −0.0023 | 0.1545*** | 0.1496*** | 0.0307*** | 0.1112*** | −0.0201*** |
| (0.0014) | (0.0008) | (0.0089) | (0.0077) | (0.0063) | (0.0051) | (0.0156) | (0.0043) | |
| Post-secondary education | 0.0074*** | −0.0002 | 0.2522*** | 0.5363*** | 0.5437*** | −0.0081 | 0.3315*** | −0.0377*** |
| (0.0016) | (0.0005) | (0.0148) | (0.0166) | (0.0144) | (0.0092) | (0.0188) | (0.0051) | |
| Urban area (urban = 1, rural = 0) | 0.0087*** | 0.0017** | 0.0232*** | 0.0203*** | 0.0157** | 0.0605*** | 0.0278*** | 0.0043 |
| (0.0014) | (0.0007) | (0.0088) | (0.0076) | (0.0069) | (0.0063) | (0.0063) | (0.0032) | |
| District fixed-effects | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Constant | 0.1435*** | 0.0004 | 0.6533*** | 0.3242*** | 0.2046*** | 3.2535*** | 7.6415*** | 0.2773*** |
| (0.0078) | (0.0006) | (0.0283) | (0.0253) | (0.0229) | (0.0373) | (0.0316) | (0.0160) | |
| Observations | 662,211 | 662,220 | 662,220 | 662,220 | 662,220 | 637,913 | 290,442 | 290,442 |
| R-squared | 0.035 | 0.030 | 0.255 | 0.375 | 0.373 | 0.244 | 0.351 | 0.080 |
| Robust standard errors in parentheses *** p < 0.01, ** p < 0.05, * p < 0.1 | ||||||||