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Economic Integration and Migrant Networks: The Case of Ukrainian Migrants in the Warsaw Agglomeration


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Linear regression results (standard deviations) of the log of net income

Variables(1)(2)(3)(4)
Gender (0 = man, 1 = woman)−0.2398 (0.0292)****−0.2358 (0.0288)****−0.2007 (0.0364)****−0.1938 (0.0365)****
Age0.0418 (0.014)****0.0417 (0.0141)****0.0372 (0.0142)****0.0366 (0.0145)***
Age2−0.0006 (0.0002)****−0.0006 (0.0002)**−0.0006 (0.0002)****−0.0006 (0.0002)****
Polish language – speaking and understanding0.0836 (0.0287)****0.0542 (0.0296)****0.0459 (0.0294)*0.0478 (0.0293)*
Polish language – writing−0.0457 (0.0287)*−0.0627 (0.0293)***−0.053 (0.0288)**−0.0527 (0.0292)**
Higher education (0 = no, 1 = yes)0.0071 (0.028)0.0071 (0.0278)0.0159 (0.0282)0.0121 (0.0286)
The size of the city of origin (base: village):
City of 20,000 to 250,000 residents0.0587 (0.0371)*0.0607 (0.0361)**0.0638 (0.0358)**0.0585 (0.0361)*
City of over 251,000 residents−0.0258 (0.0386)−0.018 (0.0374)−0.011 (0.0374)−0.0102 (0.0373)
Duration of stay (months)0.0145 (0.0068)***0.001 (0.0006)**0.001 (0.0006)**
Work on declaration (0 = other form, 1 = declaration)−0.0484 (0.0303)*−0.0449 (0.0312)−0.044 (0.0313)
Employment sector (base: construction and industry):
Non−specialist services−0.0493 (0.0373)−0.2618 (0.1129)***
Specialist and other services−0.0995 (0.043)***−0.2842 (0.1499)**
Working below qualifications (declared)−0.0468 (0.0311)*−0.0962 (0.0338)****
Network size (log)0.0454 (0.0146)****0.0175 (0.0163)
Non-specialist services × Working below qualifications0.0968 (0.0661)*
Specialist services × Working below qualifications0.075 (0.0826)
Non-specialist services × Network size (log)0.0505 (0.0323)*
Specialist services × Network size (log)0.0475 (0.0389)
Constant7.5172 (0.2354)****7.5584 (0.2358)****7.5214 (0.2309)****7.6359 (0.2431)****
Observations490490490490
R20.20470.22010.24780.2551
Prob > F0.00000.00000.00000.0000

Selected socio-demographic characteristics of the studied population*

CharacteristicsMenWomenTotal
Average age31.6234.8533.00
Education [%]
Higher37.5044.2940.41
Secondary60.3653.3357.35
Lower2.142.382.24
Marital status [%]
Married42.5037.1440.20
Cohabiting12.8616.6714.49
Unmarried46.4337.6242.56
Divorced/Widowed8.2120.9513.67
Percentage of people living with children36.4344.7640.00
Total duration of stay in Poland (months)19.9326.1722.60
The size of the network (number of people)28.7232.6630.41
Labour market status [%]
Employed100.0092.7796.95
Unemployed0.004.521.87
Professionally inactive0.002.711.18
Illegal stay/work9.2912.8610.81
Average monthly net income (PLN)2,995.742,360.072,723.00
Employment sector [%]**
Industry3.933.333.67
Construction56.793.3333.88
Agriculture0.710.000.41
Trade11.7930.0019.59
Hotels and gastronomy3.2110.486.33
Home care services0.0016.677.14
(N) Number of observations280210490
eISSN:
2543-6821
Language:
English