From: Do employers prefer migrant workers? Evidence from a Chinese job board
(1) | (2) | (3) | (4) | (5) | (6) | (7) | |
---|---|---|---|---|---|---|---|
Non-Local Hukou (NLH) | 0.0138*** (0.0029) | 0.0124*** (0.0026) | 0.0111*** (0.0026) | 0.0098*** (0.0025) | 0.0113*** (0.0024) | 0.0081*** (0.0019) | 0.0079*** (0.0019) |
Education less than requested1 | −0.0070 (0.0052) | −0.0104* (0.0058) | −0.0107* (0.0056) | −0.0096* (0.0056) | −0.0092*** (0.0027) | −0.0090*** (0.0026) | |
Education more than requested1 | −0.0018 (0.0034) | 0.0017 (0.0039) | 0.0006 (0.0039) | −0.0001 (0.0039) | 0.0009 (0.0017) | 0.0011 (0.0017) | |
Age less than requested2 | −0.0018 (0.0059) | −0.0027 (0.0060) | −0.0030 (0.0060) | −0.0005 (0.0054) | −0.0103*** (0.0033) | −0.0125*** (0.0033) | |
Age more than requested2 | −0.0304*** (0.0090) | −0.0289*** (0.0090) | −0.0274*** (0.0086) | −0.0176** (0.0076) | −0.0228*** (0.0074) | −0.0279*** (0.0079) | |
Experience less than requested3 | −0.0064 (0.0057) | −0.0068 (0.0057) | −0.0077 (0.0054) | −0.0106** (0.0053) | −0.0108*** (0.0025) | −0.0109*** (0.0025) | |
Experience more than requested3 | 0.0000 (0.0033) | 0.0005 (0.0028) | −0.0001 (0.0027) | 0.0005 (0.0026) | −0.0017 (0.0017) | −0.0017 (0.0017) | |
Sex differs from requested | −0.0120** (0.0052) | −0.0119** (0.0052) | −0.0092* (0.0049) | −0.0065 (0.0045) | −0.0063* (0.0034) | −0.0054* (0.0032) | |
Number of positions advertised (/100) | 0.5598** (0.2309) | 0.2842 (0.2106) | |||||
Number of applicants (/100) | −0.0141*** (0.0028) | −0.0097*** (0.0024) | |||||
Detailed CV controls | No | No | Yes | Yes | Yes | Yes | Yes |
Occupation fixed effects | No | No | No | Yes | Yes | No | No |
Occupation*Firm fixed effects | No | No | No | No | No | Yes | No |
Ad fixed effects | No | No | No | No | No | No | Yes |
Observations | 221,135 | 221,135 | 221,135 | 221,135 | 221,135 | 221,135 | 221,135 |
R-squared | 0.0002 | 0.0050 | 0.0053 | 0.0172 | 0.0278 | 0.2749 | 0.2981 |