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Table 4 OLS regression of wage equation with firm characteristics

From: Demand and supply effects on native-immigrant wage differentials: the case of Malaysia

Variables

Pooled Samples

Native (βn)

Immigrant (βm)

T-Test

Pr (βn−βm=0)

Percentage of vacancies

−0.140***

−0.130***

−0.050

 
 

(0.036)

(−0.033)

(0.155)

 

Vacancy duration

0.005**

0.008***

−0.003

***

 

(0.002)

(−0.002)

(−0.003)

 

Overemployment

−0.056

−0.042

−0.150

 
 

(0.041)

(−0.042)

(−0.095)

 

Underemployment

−4.23-E04

0.016

−0.039

 
 

(0.042)

(−0.043)

(−0.116)

 

Manufacturing

−0.619***

−0.554***

−0.747***

 
 

(0.044)

(−0.044)

(−0.261)

 

Age of the firm

−4.86-E04

−0.001

6.49-E05

 
 

(0.001)

(−0.002)

(−0.003)

 

Foreign owned companies

0.183***

0.164***

0.226*

 
 

(0.042)

(−0.042)

(−0.126)

 

Medium firm

0.093**

0.054

0.115

 
 

(0.042)

(−0.043)

(−0.123)

 

Large firm

0.153***

0.097**

0.226

 
 

(0.044)

(−0.044)

(−0.162)

 

Union

0.074

0.054

−0.238

 
 

(0.051)

(−0.051)

(−0.175)

 

Export oriented firm

0.008

0.022

−0.066

 
 

(0.039)

(−0.04)

(−0.088)

 

Public limited company

−0.023

−0.046

0.239

 
 

(0.074)

(−0.075)

(−0.208)

 

North

−0.307***

−0.302***

−0.306**

 
 

(0.047)

(−0.047)

(−0.128)

 

South

−0.398***

−0.410***

−0.322***

 
 

(0.042)

(−0.042)

(−0.096)

 

East coast

−0.603***

−0.656***

−0.655***

 
 

(0.115)

(−0.121)

(−0.134)

 

Sabah

−0.600***

−0.625***

−0.405**

 
 

(0.074)

(−0.08)

(−0.16)

 

Sarawak

−0.588***

−0.630***

−0.904***

 
 

(0.079)

(−0.08)

(−0.297)

 

Constant

2.623***

2.646***

2.330***

 
 

(0.051)

(−0.051)

(−0.264)

 

R2

0.198

0.190

0.124

 

N

13,110

11,874

1,236

 
  1. Numbers in parentheses are standard errors
  2. Dependent variable is Log hourly wage
  3. *Statistically significant at p < 0.1
  4. **Statistically significant at p < 0.05
  5. ***Statistically significant at p < 0.01