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Table 8 Deviations of probabilities for missing working hours by categories

From: A correction procedure for the working hours variable in the IAB employee history

 

Contrast

Std. err.

z

P > z

Year

 2010

− 0.006

0.000

− 24.210

0.000

 2011

0.000

0.000

1.430

0.152

 2012

− 0.002

0.000

− 6.600

0.000

 2013

0.001

0.000

3.590

0.000

 2014

0.006

0.000

25.380

0.000

Gender

 Male

0.005

0.000

33.470

0.000

 Female

− 0.005

0.000

− 33.470

0.000

Nationality

 German

0.000

0.000

7.040

0.000

 Foreign

− 0.003

0.000

− 8.290

0.000

 Missing

0.077

0.006

13.220

0.000

Qualification

 Lower secondary w/o vocational qual

− 0.004

0.000

− 13.070

0.000

 Lower secondary with vocational qual

− 0.004

0.000

− 35.290

0.000

 Entrance qual. for FH or Uni. w/o voc. qual

0.021

0.001

33.160

0.000

 Entrance qual. for FH or Uni. with voc. qual

0.000

0.000

0.500

0.617

 University of Applied Sciences (FH)

− 0.004

0.001

− 4.820

0.000

 University

0.021

0.000

54.650

0.000

 Missing

− 0.000

0.001

− 0.190

0.851

Place of residence

 East

− 0.009

0.000

− 36.780

0.000

 West

0.002

0.000

33.260

0.000

 Missing

0.040

0.002

17.630

0.000

Employment status

 Fulltime

− 0.011

0.000

− 79.620

0.000

 Parttime

0.003

0.000

11.210

0.000

 Marginal

0.017

0.000

69.890

0.000

 Missing

0.111

0.002

53.480

0.000

Industry

 A: agriculture, forestry and fishing

0.672

0.002

420.690

0.000

 B: Mining and Quarrying

− 0.099

0.002

− 43.790

0.000

 C: Manufacturing

− 0.096

0.001

− 172.940

0.000

 D: Electricity, gas, steam and air conditioning supply

− 0.077

0.002

− 46.050

0.000

 E: Water suppl.; sewerage, waste man. and remed. act

0.080

0.002

34.830

0.000

 F: Construction

− 0.060

0.001

− 76.000

0.000

 G: Wholes. and ret. trade; rep. of motor vehic. …

− 0.079

0.001

− 131.680

0.000

 H: Transportation and storage

− 0.066

0.001

− 89.680

0.000

 I: Accommodation and food service activities

− 0.049

0.001

− 64.000

0.000

 J: Information and communication

− 0.085

0.001

− 106.010

0.000

K: Financial and insurance activities

0.003

0.001

2.130

0.033

 L: Real estate activities

− 0.020

0.001

− 14.460

0.000

 M: Professional, scientific and technical activities

− 0.069

0.001

− 93.770

0.000

 N: Administrative and support service activities

− 0.054

0.001

− 78.030

0.000

 O: Public admin. and defence; compulsory social sec

0.580

0.001

498.190

0.000

 P: Education

0.289

0.001

217.020

0.000

 Q: Human health and social work activities

− 0.015

0.001

− 19.430

0.000

 R: Arts, entertainment and recreation

0.084

0.002

54.860

0.000

 S: Other service activities

− 0.021

0.001

− 21.620

0.000

 T: Activities of households as employers, …

0.764

0.001

634.200

0.000

 U: Activities of extraterritorial organisations and bodies

0.742

0.005

150.250

0.000

 Missing

0.159

0.023

6.990

0.000

Establishment size

 1–9

0.016

0.000

38.580

0.000

 10–49

− 0.015

0.000

− 41.760

0.000

 50–99

− 0.027

0.000

− 61.990

0.000

 100–499

− 0.012

0.000

− 31.970

0.000

 500–999

0.018

0.001

29.810

0.000

 1000 + 

0.061

0.001

110.210

0.000

 Missing

− 0.027

0.011

− 2.360

0.019

  1. The table shows margin contrasts from the observation-weighted grand mean from a probit model with a dummy indicator variable for missing working hours information as the dependent variable
  2. Source: SIAB_7519_v1 with added working hours module, own calculations. See vom Berge et al. (2021a; b) for further details on the SIAB