Table 3
Marginal effects from an employment-instability probit model, job characteristics
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Workers age 16 to 29 | |||
---|---|---|---|
All workers | Employed full year | Employed full year and full time | |
marginal effect | |||
Firm size | |||
Less than 20 employees | 0.07Note * | 0.05Note * | 0.04 |
20 to 99 | 0.05 | 0.02 | 0.02 |
100 to 499 | -0.01 | -0.02 | 0.00 |
At least 500 | ref. | ref. | ref. |
Size unknown | 0.03 | -0.05 | -0.04 |
Occupation | |||
Management | -0.14Note * | -0.11Note * | -0.08Note * |
Business, finance and administration | -0.09Note * | -0.06Note * | -0.03 |
Natural sciences | -0.14Note * | -0.10Note * | -0.06 |
Health | -0.07Note * | -0.03 | 0.00 |
Social science, education, government service and religion | -0.06 | -0.05 | -0.02 |
Art, culture, recreation and sport | 0.04 | 0.02 | 0.01 |
Sales and service | ref. | ref. | ref. |
Trades, transport, equipment operators | -0.04 | -0.04 | -0.01 |
Unique to primary and processing | -0.01 | -0.05 | -0.02 |
Occupation unknown | -0.09 | -0.05 | -0.07 |
Industry | |||
Manufacturing | -0.09Note * | -0.06Note * | -0.04 |
Other goods producing | 0.02 | 0.02 | 0.02 |
Trades and Transportation | -0.06Note * | -0.04 | -0.03 |
Professional services | -0.03 | -0.02 | -0.01 |
All other services | -0.03 | 0.00 | 0.00 |
Education, health and public administration | ref. | ref. | ref. |
Industry unknown | -0.05 | -0.01 | 0.00 |
* significantly different from the reference category (ref.) at the 5% level. Standard errors were obtained with bootstrap weights. Similar results were obtained when voluntary part-timers were excluded from the sample. Note: The models also include year and regional dummies and all personal characteristics dummies shown in Table 2. Source: Statistics Canada, Survey of Labour and Income Dynamics, 1998 to 2009. |
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