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Table 3 Determinants of student job offers and flexible job offers

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
  1. *p < 0.05; **p < 0.01; ***p < 0.001
  2. aProbit with clustered standard errors, clustered at the level of job offer. Marginal effects
  3. bData source for GDP and unemployment: Eurostat