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Table 6 Multivariate probit model of the relevance of adjustment channels, average marginal effects (all countries; 3 adjustment channels)

From: How do firms adjust to rises in the minimum wage? Survey evidence from Central and Eastern Europe

 

(1) Lay off

(2) Increase prices

(3) Cut non-lab. costs

Presence of MW employees at the firm

0.137***

0.237***

0.263***

(0.010)

(0.011)

(0.011)

Foreign ownership

− 0.034***

− 0.077***

− 0.071***

(0.011)

(0.014)

(0.014)

Presence of collective agreement

0.025**

0.045***

0.057***

(0.011)

(0.015)

(0.014)

Demand level (base: strong decrease)

 - Moderate decrease

− 0.021

0.028

− 0.014

(0.015)

(0.022)

(0.021)

 - Unchanged

− 0.075***

− 0.033

− 0.114***

(0.016)

(0.022)

(0.022)

 - Moderate increase

− 0.095***

0.004

− 0.088***

(0.017)

(0.023)

(0.023)

 - Strong increase

− 0.172***

− 0.027

− 0.149***

(0.029)

(0.033)

(0.034)

Access to external finance (base: strong decrease)

 - Moderate decrease

− 0.027

0.066**

0.029

(0.019)

(0.028)

(0.027)

 - Unchanged

− 0.088***

− 0.025

− 0.070***

(0.018)

(0.026)

(0.025)

 - Moderate increase

− 0.065***

0.028

− 0.040

(0.022)

(0.030)

(0.029)

 - Strong increase

0.010

0.002

− 0.038

(0.038)

(0.050)

(0.051)

Sectoral dummies (base: manufacturing)

 Electricity, gas, water

− 0.080

− 0.240***

− 0.210***

(0.060)

(0.081)

(0.071)

 Construction

0.005

− 0.026

− 0.013

(0.014)

(0.019)

(0.019)

 Trade

− 0.027**

− 0.049***

− 0.010

(0.012)

(0.015)

(0.015)

 Business services

− 0.033***

− 0.054***

− 0.040***

(0.011)

(0.014)

(0.014)

 Financial intermediation

− 0.015

− 0.208***

− 0.055

(0.038)

(0.047)

(0.041)

 Arts

− 0.068*

0.044

− 0.022

(0.036)

(0.052)

(0.072)

Firm size dummies (base < 20 employees)

 20–49 employees

− 0.000

− 0.030*

− 0.022

(0.014)

(0.018)

(0.017)

 50–199 employees

− 0.005

− 0.043**

− 0.021

(0.014)

(0.018)

(0.017)

 200+ employees

− 0.002

− 0.055***

− 0.019

(0.016)

(0.021)

(0.020)

Country dummies (base: Poland)

 Latvia

− 0.017

0.010

− 0.050*

(0.022)

(0.029)

(0.029)

 Lithuania

− 0.174***

− 0.151***

− 0.153***

(0.026)

(0.028)

(0.026)

 Estonia

− 0.105***

− 0.100***

− 0.208***

(0.025)

(0.029)

(0.029)

 Hungary

− 0.044***

0.078***

− 0.053***

(0.015)

(0.020)

(0.020)

 Bulgaria

0.066***

− 0.041

− 0.403***

(0.020)

(0.029)

(0.033)

 Slovenia

− 0.185***

− 0.328***

− 0.045

(0.024)

(0.031)

(0.028)

 Romania

0.043**

0.133***

0.102***

(0.017)

(0.023)

(0.023)

 Observations

7011

7011

7011

  1. Note: Standard errors in parentheses. *p < 0.1, **p < 0.05, ***p < 0.01. The variable ‘Presence of MW employees at the firm’ is equal to 1 if the share of minimum wage employees in a firm is greater than 0%, zero otherwise. For detailed variable description see Table 11 in the Appendix
  2. Source: WDN3 survey, authors’ estimation