Table A7.
OLS regression of additional employment variables on month dummies.
| Explanatory variables | Dependent variables | ||||||
|---|---|---|---|---|---|---|---|
| Having job with long-term contract (yes = 1, no = 0) | Working for firms and organizations (yes = 1, no = 0) | Having a secondary job (yes = 1, no = 0) | Log of number of working hours of the main job (last 7 days) | Log of monthly wages of the main job | Log of hourly wages of the main job | Log of hourly wages of all jobs | |
| April * COVID year | −0.0076** | −0.0078* | 0.0053 | −0.0586*** | −0.1211*** | −0.0466** | −0.0430* |
| (0.0033) | (0.0043) | (0.0038) | (0.0194) | (0.0095) | (0.0217) | (0.0221) | |
| May * COVID year | −0.0189*** | −0.0147*** | 0.0047 | 0.0290 | −0.1641*** | −0.2293*** | −0.2256*** |
| (0.0040) | (0.0036) | (0.0029) | (0.0219) | (0.0097) | (0.0334) | (0.0343) | |
| June * COVID year | −0.0031 | −0.0005 | 0.0051 | 0.0342 | −0.0472*** | −0.0938*** | −0.0878*** |
| (0.0040) | (0.0041) | (0.0040) | (0.0205) | (0.0066) | (0.0208) | (0.0210) | |
| Jul * COVID year | −0.0125*** | −0.0097* | 0.0050 | 0.0409** | −0.0720*** | −0.1221*** | −0.1112*** |
| (0.0040) | (0.0048) | (0.0030) | (0.0195) | (0.0084) | (0.0222) | (0.0231) | |
| August * COVID year | −0.0190*** | −0.0146*** | 0.0002 | 0.0295 | −0.0682*** | −0.0947*** | −0.0863*** |
| (0.0055) | (0.0037) | (0.0027) | (0.0204) | (0.0093) | (0.0232) | (0.0242) | |
| September * COVID year | −0.0154** | −0.0106** | 0.0021 | 0.0468** | −0.0737*** | −0.1343*** | −0.1286*** |
| (0.0059) | (0.0046) | (0.0024) | (0.0205) | (0.0065) | (0.0231) | (0.0238) | |
| October * COVID year | −0.0145*** | −0.0147*** | −0.0264*** | 0.0400* | −0.0377*** | −0.0811*** | −0.0793*** |
| (0.0037) | (0.0036) | (0.0044) | (0.0205) | (0.0058) | (0.0223) | (0.0228) | |
| November * COVID year | −0.0144*** | −0.0158*** | −0.0362*** | 0.0291 | −0.0248** | −0.0657** | −0.0619** |
| (0.0039) | (0.0028) | (0.0064) | (0.0207) | (0.0098) | (0.0252) | (0.0258) | |
| December * COVID year | −0.0038 | 0.0007 | −0.0149*** | 0.0509** | −0.1779*** | −0.2318*** | −0.2253*** |
| (0.0028) | (0.0027) | (0.0028) | (0.0211) | (0.0230) | (0.0342) | (0.0349) | |
| April | 0.0001 | 0.0033 | −0.0001 | 0.0686*** | −0.0350*** | −0.1053*** | −0.1079*** |
| (0.0025) | (0.0028) | (0.0025) | (0.0200) | (0.0077) | (0.0242) | (0.0247) | |
| May | 0.0035 | 0.0040 | −0.0057** | 0.0041 | −0.0187*** | 0.0351 | 0.0346 |
| (0.0021) | (0.0024) | (0.0023) | (0.0231) | (0.0060) | (0.0319) | (0.0328) | |
| June | 0.0022 | 0.0029 | −0.0036 | 0.0821*** | −0.0121* | −0.0913*** | −0.0913*** |
| (0.0029) | (0.0030) | (0.0027) | (0.0212) | (0.0062) | (0.0238) | (0.0241) | |
| Jul | −0.0008 | 0.0011 | −0.0018 | 0.0788*** | −0.0091 | −0.0885*** | −0.0912*** |
| (0.0017) | (0.0017) | (0.0032) | (0.0206) | (0.0072) | (0.0235) | (0.0241) | |
| August | 0.0028 | 0.0043* | −0.0032 | 0.0607*** | −0.0045 | −0.0747*** | −0.0780*** |
| (0.0019) | (0.0022) | (0.0026) | (0.0213) | (0.0065) | (0.0236) | (0.0242) | |
| September | 0.0024 | 0.0041* | −0.0071*** | 0.0437** | 0.0086 | −0.0211 | −0.0218 |
| (0.0019) | (0.0021) | (0.0024) | (0.0206) | (0.0068) | (0.0217) | (0.0225) | |
| October | 0.0056*** | 0.0091*** | −0.0020 | 0.0859*** | −0.0053 | −0.0979*** | −0.0992*** |
| (0.0015) | (0.0011) | (0.0026) | (0.0214) | (0.0065) | (0.0240) | (0.0245) | |
| November | 0.0107*** | 0.0119*** | −0.0084*** | 0.0791*** | 0.0039 | −0.0864*** | −0.0891*** |
| (0.0021) | (0.0018) | (0.0024) | (0.0212) | (0.0069) | (0.0237) | (0.0242) | |
| December | 0.0074*** | 0.0086*** | −0.0107*** | 0.0763*** | 0.0102 | −0.0803*** | −0.0830*** |
| (0.0024) | (0.0020) | (0.0026) | (0.0217) | (0.0081) | (0.0254) | (0.0261) | |
| Quarter 1 | Reference | ||||||
| COVID year | 0.0258*** | 0.0304*** | −0.0232*** | −0.0510** | 0.2834*** | 0.3223*** | 0.3213*** |
| (0.0064) | (0.0060) | (0.0046) | (0.0184) | (0.0071) | (0.0229) | (0.0231) | |
| Control variables | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Year fixed-effects | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Province fixed-effects | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Constant | 0.2175*** | 0.3479*** | −0.1885*** | 3.1907*** | 7.2653*** | 2.1343*** | 2.1245*** |
| (0.0489) | (0.0511) | (0.0382) | (0.0452) | (0.0571) | (0.0704) | (0.0688) | |
| Observations | 2,759,263 | 2,759,263 | 2,759,263 | 2,685,240 | 1,124,495 | 1,110,806 | 1,109,228 |
| R-squared | 0.318 | 0.326 | 0.154 | 0.167 | 0.353 | 0.345 | 0.343 |
| Note: Control variables are the same as in Table 1, including gender, age, age squared, education levels and urban dummy. | |||||||
| Robust standard errors in parentheses (corrected for sampling weight and clustered at the district level and year-by-quarter level). | |||||||
| *** p < 0.01, ** p < 0.05, * p < 0.1. | |||||||
| Source: authors’ estimations from the LFSs. | |||||||