| 1 | A | B | C | D | E | F | G |
| --- | --- | --- | --- | --- | --- | --- | --- |
| 2 | characteristics of college and university graduates by credential type |  |  |  |  |  |  |
| 3 |  | college |  |  | university |  |  |
| 4 |  | certificate | diploma | bachelor's degree | certificate | diploma | bachelor's degree |
| 5 |  | percent |  |  |  |  |  |
| 6 | graduation year |  |  |  |  |  |  |
| 7 | 2010 | 24.7 | 22.6 | 19.5 | 27.9 | 24.4 | 22.6 |
| 8 | 2011 | 25.9 | 25.5 | 23.6 | 24.6 | 23.7 | 23.4 |
| 9 | 2012 | 25.1 | 25.7 | 28.1 | 25.0 | 26.3 | 26.5 |
| 10 | 2013 | 24.4 | 26.2 | 28.8 | 22.5 | 25.7 | 27.6 |
| 11 |  | mean |  |  |  |  |  |
| 12 | age at graduation | 30.0 | 25.8 | 27.5 | 29.1 | 26.8 | 25.3 |
| 13 |  | percent |  |  |  |  |  |
| 14 | female | 57.7 | 53.0 | 57.4 | 62.0 | 67.2 | 57.9 |
| 15 | field of study |  |  |  |  |  |  |
| 16 | personal improvement and leisure | 0.9 | 0.0 | 0.0 | 0.2 | 0.0 | 0.0 |
| 17 | education | 3.1 | 1.1 | 0.4 | 5.3 | 0.6 | 8.4 |
| 18 | visual and performing arts, and communications technologies | 2.3 | 5.6 | 7.0 | 3.3 | 13.0 | 4.1 |
| 19 | humanities | 2.2 | 1.2 | 0.0 | 0.2 | 2.8 | 8.1 |
| 20 | social and behavioural sciences and law | 4.6 | 13.5 | 6.8 | 11.7 | 12.3 | 22.2 |
| 21 | business, management and public administration | 13.8 | 25.7 | 38.1 | 14.3 | 34.1 | 21.0 |
| 22 | physical and life sciences and technologies | 0.1 | 1.2 | 0.7 | 0.0 | 0.1 | 5.4 |
| 23 | mathematics, computer and information sciences | 2.2 | 3.1 | 4.5 | 0.6 | 4.5 | 3.1 |
| 24 | architecture, engineering, and related technologies | 24.0 | 20.4 | 9.9 | 25.0 | 2.4 | 10.4 |
| 25 | agriculture, natural resources and conservation | 0.8 | 1.8 | 2.8 | 4.7 | 2.1 | 1.5 |
| 26 | health and related fields | 32.6 | 16.7 | 26.6 | 25.4 | 19.1 | 14.7 |
| 27 | personal, protective and transportation services | 12.9 | 9.7 | 3.2 | 9.4 | 9.1 | 0.7 |
| 28 | other | 0.7 | 0.0 | 0.1 | 0.0 | 0.0 | 0.5 |
| 29 | province of institution |  |  |  |  |  |  |
| 30 | ontario | 37.9 | 73.7 | 30.0 | 0.0 | 0.0 | 62.2 |
| 31 | alberta | 22.4 | 16.9 | 19.9 | 11.1 | 53.1 | 20.0 |
| 32 | british columbia | 39.8 | 9.4 | 50.2 | 88.9 | 46.9 | 17.9 |

Question: which type of holders are far more likely to have taken programs typically associated with relatively high pay, such as business, management and public administration or health and related fields, cbd holders or ubd holders?
Answer: bachelor's degree

Question: which type of holders are less likely to have taken programs typically associated with relatively low pay, such as education, humanities or social and behavioural sciences and law, cbd holders or ubd holders?
Answer: bachelor's degree