From: Are student jobs flexible jobs? Using online data to study employers’ preferences in Slovakia
Student job | Flexible job | Student job | Flexible job | |
---|---|---|---|---|
M1 | M2 | M3 | M4 | |
Occupational category | ||||
Auxiliary worker (reference category) | ||||
Qualified labourer | −0.062*** | −0.180*** | −0.062*** | −0.178*** |
Administrative worker | −0.046*** | −0.215*** | −0.046*** | −0.210*** |
Qualified technical worker | −0.050*** | −0.245*** | −0.051*** | −0.241*** |
Qualified non/technical worker | −0.065*** | −0.209*** | −0.065*** | −0.205*** |
Lower and middle management | −0.077*** | −0.243*** | −0.077*** | −0.239*** |
Top management | −0.107*** | −0.319*** | −0.107*** | −0.315*** |
Sector | ||||
Mining, quarrying and manufacturing (reference category) | ||||
Agriculture, forestry and fishing | −0.01 | 0.002 | −0.01 | 0.005 |
Construction | 0.007 | 0.025** | 0.007 | 0.024** |
Wholesale and retail, transportation and storage, accommodation and food | 0.039*** | 0.068*** | 0.040*** | 0.069*** |
Information and communication | 0.030*** | 0.290*** | 0.031*** | 0.291*** |
Financial and insurance activities | 0.093*** | 0.181*** | 0.092*** | 0.183*** |
Professional, scientific, technical, administrative and support service activities | 0.069*** | 0.129*** | 0.070*** | 0.131*** |
Public administration, education, social work activities | 0.045*** | 0.161*** | 0.045*** | 0.161*** |
Other services | 0.083*** | 0.169*** | 0.081*** | 0.167*** |
Required education | ||||
Minimum education | −0.057*** | −0.048*** | −0.058*** | −0.048*** |
Maximum education | 0.024*** | 0.028*** | 0.025*** | 0.028*** |
Experience | −0.062*** | −0.071*** | −0.062*** | −0.070*** |
Skills | ||||
No skills (reference category) | ||||
Administrative skills | −0.008 | −0.151*** | −0.008 | −0.151*** |
Computer skills—user | 0.034*** | −0.072*** | 0.034*** | −0.072*** |
Computer skills—programmer | 0.026* | −0.157*** | 0.026* | −0.155*** |
Computer skills—administrator | 0.02 | −0.213*** | 0.019 | −0.211*** |
Language skills | −0.001 | −0.113*** | −0.001 | −0.112*** |
Agency offer | −0.118*** | −0.294*** | −0.119*** | −0.294*** |
Minimum salary (thousand euro per month) | −0.028*** | −0.192*** | −0.028*** | −0.193*** |
Region | ||||
Bratislavský (reference category) | ||||
Banskobystrický | 0.004 | −0.009 | 0.003 | −0.009 |
Žilinský | 0.001 | −0.017** | 0.002 | −0.016** |
Trenčiansky | 0.010** | 0.020** | 0.010** | 0.018** |
Trnavský | 0.011*** | 0.017** | 0.011** | 0.017** |
Nitriansky | 0.004 | 0.017** | 0.003 | 0.017** |
Prešovský | 0.028*** | −0.001 | 0.030*** | 0.001 |
Košický | 0.016*** | −0.009 | 0.018*** | −0.008 |
Slovakia—not specified | 0.018* | −0.001 | 0.017* | 0.000 |
Abroad | 0.038*** | 0.019** | 0.037*** | 0.019** |
Year | ||||
2009 (reference category) | ||||
2010 | −0.01 | 0.022* | ||
2011 | 0.016* | 0.042*** | ||
2012 | 0.019** | 0.053*** | ||
2013 | 0.013* | 0.019* | ||
2014 | −0.003 | −0.002 | ||
Macroeconomic factors | ||||
GDP growth | −0.003* | −0.001 | ||
Unemployment rate | 0.011* | 0.018* | ||
_cons | 0.463 | 3.419 | 0.061 | 0.667 |
N | 165,313 | 165,313 | 165,313 | 165,313 |
Pseudo R 2 | 0.293 | 0.300 | 0.291 | 0.299 |