1 Introduction
2 Immigration to Sweden
3 Data and institutional setting
3.1 Register data
(1) | (2) | (3) | (4) | (5) | |
---|---|---|---|---|---|
Native | European | Non-European | (1)–(2) | (1)–(3) | |
Outcome variables (averages in SEK): | |||||
Labor income | 333,000 | 282,000 | 216,000 | 51,000*** | 117,000*** |
(211,000) | (196,000) | (143,000) | |||
Capital income | 68,600 | 60,200 | 16,600 | 8400 | 52,000*** |
(674,000) | (1,491,000) | (120,000) | |||
Characteristics at the year of self-employment entry: | |||||
Age | 40.4 | 42.2 | 38.7 | − 1.8*** | 1.7*** |
(8.339) | (7.675) | (7.992) | |||
Male | 0.730 | 0.653 | 0.801 | 0.077*** | − 0.071*** |
(0.444) | (0.476) | (0.399) | |||
Primary school | 0.142 | 0.139 | 0.284 | 0.003 | − 0.142*** |
(0.349) | (0.346) | (0.451) | |||
High school | 0.555 | 0.463 | 0.436 | 0.092*** | 0.119*** |
(0.497) | (0.499) | (0.496) | |||
College | 0.303 | 0.398 | 0.280 | − 0.095*** | 0.023*** |
(0.459) | (0.490) | (0.449) | |||
Marital status | 0.471 | 0.598 | 0.708 | − 0.127*** | − 0.237*** |
(0.499) | (0.490) | (0.455) | |||
Children in household | 1.01 | 0.98 | 1.43 | 0.03* | − 0.42*** |
(1.087) | (1.071) | (1.270) | |||
Incorporated business | 0.519 | 0.348 | 0.136 | 0.171*** | 0.383*** |
(0.500) | (0.476) | (0.343) | |||
Low barrier industry | 0.179 | 0.220 | 0.434 | − 0.041*** | − 0.255*** |
(0.383) | (0.415) | (0.496) | |||
N | 54,486 | 4089 | 3095 |
3.2 Survey data
(1) | (2) | (3) | (4) | (5) | (6) | |
---|---|---|---|---|---|---|
Respondents | Survey population data | |||||
Native | European | Non-European | Native | European | Non-European | |
Age | 56.9 | 57.7 | 54.2 | 59.1 | 59.7 | 52.4 |
(9.0) | (8.7) | (8.2) | (12.0) | (11.1) | (9.2) | |
Female | 0.280 | 0.320 | 0.272 | 0.297 | 0.356 | 0.183 |
(0.449) | (0.467) | (0.445) | (0.457) | (0.479) | (0.386) | |
Primary school | 0.169 | 0.171 | 0.162 | 0.215 | 0.168 | 0.288 |
(0.374) | (0.377) | (0.369) | (0.411) | (0.374) | (0.453) | |
High school | 0.516 | 0.420 | 0.436 | 0.514 | 0.465 | 0.446 |
(0.500) | (0.494) | (0.496) | (0.500) | (0.499) | (0.497) | |
College | 0.315 | 0.409 | 0.402 | 0.271 | 0.366 | 0.266 |
(0.465) | (0.492) | (0.491) | (0.444) | (0.482) | (0.442) | |
Marital status | 0.638 | 0.683 | 0.721 | 0.600 | 0.630 | 0.748 |
(0.481) | (0.466) | (0.449) | (0.490) | (0.483) | (0.434) | |
Children in household | 0.394 | 0.401 | 0.710 | 0.380 | 0.330 | 0.903 |
(0.781) | (0.846) | (1.037) | (0.799) | (0.761) | (1.171) | |
Incorporated business | 0.538 | 0.362 | 0.219 | 0.432 | 0.304 | 0.200 |
(0.499) | (0.481) | (0.414) | (0.495) | (0.460) | (0.400) | |
Low barrier industry | 0.201 | 0.210 | 0.454 | 0.202 | 0.209 | 0.437 |
(0.401) | (0.407) | (0.498) | (0.402) | (0.406) | (0.496) | |
Average disposable income‡ | 365,000 | 299,000 | 245,000 | 336,000 | 300,000 | 230,000 |
(539,000) | (294,000) | (281,000) | (546,000) | (1,638,000) | (198,000) | |
N | 2843 | 2418 | 1765 | 130,924 | 10,385 | 5883 |
4 Economic outcomes for the long-term self-employed: evidence from Swedish registers
4.1 Graphical evidence
4.2 Regression evidence
(1) | (2) | (3) | (4) | |
---|---|---|---|---|
Labor income | Labor income | Capital income | Capital income | |
European | − 0.274*** | − 0.269*** | − 0.815*** | − 0.945*** |
(0.0161) | (0.0157) | (0.0497) | (0.0490) | |
Non-European | − 0.457*** | − 0.523*** | − 2.224*** | − 2.313*** |
(0.0144) | (0.0144) | (0.0621) | (0.0625) | |
Control variables | No | Yes | No | Yes |
N | 61,670 | 61,670 | 58,635 | 58,635 |
(1) | (2) | (3) | (4) | |
---|---|---|---|---|
Labor income | Capital income | |||
Corporate form | Incorporated | Unincorporated | Incorporated | Unincorporated |
European | − 0.0606*** | − 0.184*** | − 0.237*** | − 0.723*** |
(0.0125) | (0.0213) | (0.0567) | (0.0589) | |
Non-European | − 0.216*** | − 0.272*** | − 0.716*** | − 1.391*** |
(0.0238) | (0.0162) | (0.118) | (0.0644) | |
Control variables | Yes | Yes | Yes | Yes |
N | 30,142 | 31,528 | 29,891 | 28,744 |
Barriers to entry | Low barrier | Non-low barrier | Low barrier | Non-low barrier |
European | − 0.283*** | − 0.255*** | − 1.329*** | − 0.820*** |
(0.031) | (0.018) | (0.110) | (0.054) | |
Non-European | − 0.564*** | − 0.446*** | − 2.672*** | − 1.940*** |
(0.022) | (0.019) | (0.099) | (0.081) | |
Control variables | Yes | Yes | Yes | Yes |
N | 11,982 | 49,688 | 11,073 | 47,562 |
(1) | (2) | |
---|---|---|
Labor income | Capital income | |
European ≤ 10 years | − 0.546*** | − 2.032*** |
(0.0306) | (0.101) | |
European 10-20 years | − 0.271*** | − 0.964*** |
(0.0297) | (0.0913) | |
European > 20 years | − 0.107*** | − 0.397*** |
(0.0222) | (0.0661) | |
Non-European ≤ 10 years | − 0.641*** | − 3.287*** |
(0.0233) | (0.118) | |
Non-European 10-20 years | − 0.551*** | − 2.452*** |
(0.0214) | (0.0860) | |
Non-European > 20 years | − 0.293*** | − 1.017*** |
Control variables | Yes | Yes |
N | 61 606 | 58 575 |
(1) | (2) | |
---|---|---|
Labor income | Capital income | |
European arrived before 1990 | − 0.140*** | − 0.496*** |
(0.0199) | (0.0586) | |
European arrived after 1990 | − 0.464*** | − 1.720*** |
(0.0248) | (0.0822) | |
Non-European arrived | − 0.421*** | − 1.663*** |
before 1990 | (0.0208) | (0.0801) |
Non-European arrived | − 0.625*** | − 3.122*** |
after 1990 | (0.0191) | (0.0913) |
Control variables | Yes | Yes |
N | 61 606 | 58 575 |
4.3 Discussion
5 Survey evidence
5.1 Background characteristics
(1) | (2) | (3) | (2)-(1) | (3)-(1) | (4) | |
---|---|---|---|---|---|---|
Native | European | Non-European | Eur. vs. Nat. | Non-Eur. vs. Nat. | Obs | |
Individual and family characteristics | ||||||
Age at first self-employment entry | 33.382 | 34.628 | 35.011 | 1.246*** | 1.629*** | 6 280 |
Parents self-employed | 0.498 | 0.306 | 0.364 | − 0.192*** | − 0.134*** | 6 683 |
Family or relatives work in the business | 0.417 | 0.394 | 0.379 | − 0.023 | − 0.038** | 6 578 |
Business characteristics | ||||||
Foreign-born employees | 0.042 | 0.340 | 0.454 | 0.298*** | 0.412*** | 6 279 |
Foreign-born business suppliers | 0.066 | 0.179 | 0.288 | 0.113*** | 0.222*** | 6 444 |
Foreign-born customers | 0.074 | 0.167 | 0.244 | 0.094*** | 0.170*** | 6 498 |
Personal relationship with customers | 0.449 | 0.428 | 0.312 | −.021 | − 0.137*** | 6 592 |
Language skills | ||||||
High proficiency in Swedish | 0.816 | 0.645 | 0.410 | − 0.171*** | − 0.406*** | 6 649 |
High proficiency in English | 0.648 | 0.602 | 0.512 | − 0.046** | − 0.137*** | 6 643 |
Working hours | ||||||
Hours of work | 42.375 | 42.259 | 47.154 | − 0.115 | 4.779*** | 6 559 |
Working as an employee in another job | 0.049 | 0.056 | 0.088 | 0.007 | 0.039*** | 6 560 |
Hours of work in other job‡ | 2.210 | 2.817 | 3.208 | 0.607** | 0.998*** | 459 |
Husband/wife working hours in business | 28.623 | 32.114 | 36.423 | 3.492*** | 7.800*** | 2 487 |
Perspectives on self-employment | ||||||
Enjoy being self-employed | 0.937 | 0.909 | 0.777 | − 0.028** | − 0.160*** | 6 608 |
Prefer to be employee | 0.059 | 0.123 | 0.275 | 0.064*** | 0.216*** | 6 135 |
Luck most important for economic success | 0.136 | 0.205 | 0.290 | 0.069*** | 0.154*** | 6 554 |
Achieved goals | 0.496 | 0.477 | 0.359 | − 0.019 | -0.137*** | 6 629 |
Self-employed in the next 5 years (yes/no) | 0.584 | 0.565 | 0.650 | − 0.019 | 0.066*** | 6 615 |
5.2 Perceived success factors
(1) | (2) | (3) | (2)-(1) | (3)-(1) | (4) | |
---|---|---|---|---|---|---|
Native | European | Non-European | Eur. vs. Nat. | Non-Eur. vs. Nat. | Obs | |
Role of family | ||||||
How important are the following people for your business? | ||||||
Partner | 0.251 | 0.271 | 0.307 | 0.020 | 0.056*** | 6 336 |
Children | 0.118 | 0.110 | 0.131 | − 0.008 | 0.013 | 6 056 |
Relatives | 0.063 | 0.047 | 0.097 | − 0.016** | 0.034*** | 5 988 |
Social network | ||||||
How important are the following people in contributing your businesses? | ||||||
Past employers | 0.365 | 0.326 | 0.238 | − 0.039** | − 0.107*** | 6 236 |
Past colleagues | 0.302 | 0.255 | 0.249 | − 0.047** | − 0.053*** | 6 128 |
Past classmates | 0.0760 | 0.0690 | 0.115 | − 0.007 | 0.039*** | 5 987 |
Previous business partners | 0.197 | 0.180 | 0.182 | − 0.017 | − 0.015 | 6 049 |
Neighbors and friends | 0.154 | 0.153 | 0.189 | − 0.001 | 0.035** | 6 153 |
Education and past work experience | ||||||
How important are the following types of experience for your business? | ||||||
Education in Sweden | 0.684 | 0.555 | 0.630 | − 0.129*** | − 0.054** | 6 338 |
Education in home-country‡ | – | 0.472 | 0.503 | – | – | 3 599 |
Work experience in Sweden | 0.607 | 0.589 | 0.556 | − 0.017 | − 0.051** | 6 185 |
Work experience in home-country‡ | – | 0.334 | 0.381 | – | – | 3 557 |
Access to capital | ||||||
How important have the following sources of capital been for the funding of your business? | ||||||
Bank lending | 0.436 | 0.376 | 0.423 | − 0.059*** | − 0.013 | 6 401 |
Inheritance | 0.043 | 0.043 | 0.083 | − 0.000 | 0.040*** | 6 146 |
Gift from relatives | 0.031 | 0.035 | 0.101 | 0.004 | 0.070*** | 6 136 |
Borrowing from relatives | 0.046 | 0.090 | 0.221 | 0.044*** | 0.175*** | 6 172 |
Gift from friends | 0.006 | 0.020 | 0.061 | 0.014*** | 0.055*** | 6 110 |
Borrowing from friends | 0.018 | 0.061 | 0.166 | 0.043*** | 0.148*** | 6 132 |
Salaries from other jobs | 0.079 | 0.100 | 0.124 | 0.021** | 0.045*** | 6 146 |
State subsidy | 0.077 | 0.106 | 0.205 | 0.028** | 0.128*** | 6 181 |
Other sources | 0.042 | 0.048 | 0.097 | 0.006 | 0.055*** | 6 149 |
5.3 Perceived obstacles
(1) | (2) | (3) | (2)-(1) | (3)-(1) | (4) | |
---|---|---|---|---|---|---|
Native | European | Non-European | Eur. vs. Nat. | Non-Eur. vs. Nat. | Obs | |
How large of a concern are the following factors for your business? | ||||||
Bureaucracy | 0.487 | 0.407 | 0.425 | − 0.080*** | − 0.062*** | 6 260 |
High taxes | 0.643 | 0.639 | 0.720 | − 0.004 | 0.077*** | 6 428 |
High salaries | 0.299 | 0.318 | 0.477 | 0.019 | 0.178*** | 6 047 |
Access to capital | 0.271 | 0.310 | 0.407 | 0.039** | 0.136*** | 6 155 |
Tax complexity | 0.351 | 0.336 | 0.423 | − 0.014 | 0.072*** | 6 234 |
Finding employees | 0.374 | 0.362 | 0.436 | − 0.012 | 0.062*** | 6 095 |
Reaching customers | 0.173 | 0.226 | 0.313 | 0.053*** | 0.140*** | 6 228 |
Suppliers | 0.044 | 0.071 | 0.105 | 0.027** | 0.061*** | 6 174 |
Crime | 0.111 | 0.106 | 0.197 | − 0.005 | 0.086*** | 6 168 |