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Table 14 List of variables

From: Matching worker skills to job tasks in the Netherlands: sorting into cities for better careers

Dependent variables

Mean

SD

Matching all skills

How do your knowledge and skills suit your work?

Standardised

0.00

1.00

Matching cognitive skills

Inverse of the difference between standardised cognitive job tasks

Standardised

0.00

1.00

 

and standardised cognitive skills.

   

Matching social skills

Inverse of the difference between standardised social job tasks.

Standardised

0.00

1.00

 

and standardised social skills. See Table 2 for the social skills.

   

Cognitive skills

Number of cognitive statements with which the worker agrees or strongly

Standardised

0.00

1.00

 

agrees.

   

Social skills

Number of cognitive statements with which the worker agrees or strongly

Standardised

0.00

1.00

 

agrees, See Table 2 for cognitive and social statements.

   

Cognitive tasks

Number of core cognitive tasks the worker performs.

Standardised

0.00

1.00

Social tasks

Number of core social tasks the workers performs,

Standardised

0.00

1.00

 

See table 2 for cognitive and social job tasks.

   

Gross monthly wage

Personal gross monthly income in euros.

Standardised

0.00

1.00

Explanatory variables

  

City

Dummy variable indicating whether the worker works in a city with at least 1,500 dwellings per square kilometre.

Dummy

0.45

0.50

Age

Age

In years

44.69

12.17

Female

Dummy variable indicating whether the worker is male or female.

Dummy

1.53

0.50

Native

Dummy variable indicating whether the worker is native Dutch or not.

Dummy

0.91

0.29

Skill dummies

Indicates the worker’s highest diploma obtained.

   

Low skilled

Worker did not obtain a diploma.

Dummy

0.20

0.40

Medium skilled

Intermediate vocational education diploma.

Dummy

0.37

0.48

 

or high school diploma at the pre-university level.

   

High skilled

Higher vocational education or university diploma.

Dummy

0.38

0.49

Occupation

One-digit ISCO occupations

Categorised 1-10

  
  1. Note: all standardised variables have a mean of zero and a standard deviation of one. We indicate gross monthly wages as missing if a person earns nothing, less than nothing, or more than 10,000 euros a month.