Table
Logistic regression results for the seldom versus always overqualified
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Coefficient |
Probability (%) |
|
|---|---|---|
| Sex | ||
|
Male |
-0.36 | 34.82 |
Female† |
0.00 | 43.36 |
| Age group | ||
Less than 30 years old† |
0.00 | 24.65 |
|
30 to 39 years old |
1.16* | 51.06 |
|
40 to 49 years old |
0.85 | 43.35 |
|
50 years old and older |
1.44** | 57.99 |
| Immigrant status | ||
|
Recent immigrants (10 years or less) |
1.51* | 72.14 |
|
Established immigrants |
0.06 | 37.79 |
Canadian born† |
0.00 | 36.39 |
| Region | ||
|
East |
-0.01 | 40.73 |
Central† |
0.00 | 40.97 |
|
West |
-0.23 | 35.54 |
| Educational attainment | ||
Bachelor or less† |
0.00 | 44.82 |
|
More than bachelor |
-1.07** | 21.79 |
| Field of study | ||
|
Education |
-0.81 | 24.38 |
|
Arts, humanities and social sciences |
0.11 | 44.72 |
|
Commerce |
-0.02 | 41.53 |
Science and Health† |
0.00 | 42.02 |
| Work schedule | ||
|
Full time worker |
1.08* | 46.52 |
Part time worker† |
0.00 | 22.8 |
| Industry | ||
|
Primary, manufacturing and construction |
0.26 | 42.53 |
|
Distributive services |
0.24 | 42.04 |
|
Business services |
0.53 | 49.22 |
Consumer services† |
0.00 | 36.33 |
|
Public services |
-0.9 | 18.83 |
| Union or collective agreement | ||
|
Yes |
1.05* | 57.03 |
No† |
0.00 | 31.71 |
| Firm size | ||
Less than 20 employees† |
0.00 | 49.36 |
|
20 to 499 employees |
-1.11** | 24.31 |
|
500 employees or more |
-0.42 | 39.04 |
| Panel | ||
Panel 1† |
0.00 | 40.70 |
|
Panel 2 |
-0.11 | 38.08 |
| * significant at a 95% level of confidence ** significant at a 90% level of confidence † Reference category Source: Statistics Canada , Survey of Labour and Income Dynamics, 1993 to 2001. |
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