Public Service Disaggregated Data for Visible Minorities and Indigenous peoples, Citizenship status
2021/03/01 Leave a comment
Over the past few months, I have been analyzing the various datasets breaking down public service employment and employee survey data by the individual visible minority and Indigenous groups.
The three articles, What new disaggregated data tells us about federal public service diversity (Policy Options, October 2020), What the Public Service Employee Survey breakdowns of visible minority and other groups tell us about diversity and inclusion (The Hill Times, November 2020) and Diversity and Inclusion: Public Service Hirings, Promotions and Separations (The Hill Times, March 2021) allow for a more comprehensive view of visible minority and Indigenous groups in the federal public service. Moreover, recent Public Service Commission studies analyzing recruitment of employment equity groups add an important element to discussions on public service staffing and recruitment practices.
Much of the debate and discussions have understandably focussed on Blacks in the public service. Yet public service data indicates that their situation is not unique in terms of representation, hirings and promotions and the employee satisfaction, with many commonalities with the other groups. A more granular analysis within each occupational group (i.e., comparing representation at each level by occupational group, as some departments are conducting, may very well provide such evidence).
Key findings are:
- Overall EE analysis shows considerable variation among the different visible minority and Indigenous groups
- Visible minorities
- Correlation between lower educational attainment and representation for most groups save Chinese
- Overall under-representation common to most groups
- Blacks, West Asian/Arab small over-representation
- EX: All groups under-represented save Japanese with Filipino, Latin American and Blacks having the largest gaps
- Hirings: Hirings of visible minorities have increased for all groups in most occupational groups save for technical and administrative support. Hirings at the EX level have increase for Black, Chinese, South Asian/East Indian and West Asian/Arab, with other groups showing no increase.
- Promotions: While promotions have increased marginally for virtually all groups at the agregate level, promotions by occupational category provide a mixed picture, with most groups and most occupational categories experiencing a marginal decline in promotions.
- Indigenous peoples
- First Nations under-represented, Métis and Inuit over-represented
- Hirings: While hirings at the EX level have increased slightly, this is less the case for the other occupational categories. Hirings of Métis have increased the most in the operational category, hirings of First Nations the most in the technical category, while hirings of Inuit the most at the EX level.
- Promotions: A marginal decline across all Indigenous groups and occupational
- Harassment/Discrimination experiences vary
- Harassment: Japanese report the most as do First Nations and Métis, Chinese and Filipino least satisfied with resolution as is the case with Métis
- Discrimination; Blacks report the most, but all groups encounter discrimination on the basis of race, ethnic origin or colour. Black, Japanese and Latin American least satisfied with resolution. All Indigenous groups report having been discriminated against, mainly based on race or ethnic origin, with Métis also least satisfied with resolution
The recent PSC Audit of Employment Equity Representation in Recruitment provides some interesting data and analysis of the staffing process and how the different employment equity groups, and visible minority largest sub-groups, fare at each of the five stages in the staffing process: job application, automated screening, organizational screening, assessment and appointment (FY 2016-17 data).
The most significant stages were organizational screening and assessment where most filtering took place as shown in the table below:
The next table breaks down visible minorities by the largest groups:

As noted in the audit, Blacks have the largest decrease in representation at all stages save for appointment, with a non-negligible being screened out by automatic screening. Chinese are screened out more by organizational screening whereas West Asian and South Asian are more likely to be screened in as the assessment stage.
The audit provides the following explanation for visible minority groups. Overall, visible minority women have higher success rates than visible minority men at the organizational screening and assessment stages. Visible minorities screened out at the organizational screening stage due to citizenship status (Canadian citizens are given preference over non-citizens) and experience qualifications. Those with public service work experience were more likely to be screened in at this stage but overall “experienced less success than their counterparts regardless of whether or not they had federal public service experience.”
At the assessment stage, visible minorities were less successful when written tests were used, particularly the case for Black candidates.
A separate PSC report addresses the Citizenship of applicants and external appointments. While Canadian citizens have a hiring preference, the share of non-citizen applicants has risen from 9.4 percent in 2015-16 to 14.5 percent in 2018-19, with the share of hires has increased to 2.5 percent from 1.5 percent over the same period
Non-citizen visible minority applicants account for 22.9 percent of all visible minority applicants, for non-visible minorities, the share is only 12.1 percent.
The table below contrasts applicants and appointments by citizenship status for the past four years. For Canadian citizens, the percentage of applicants and appointments are comparable, for Permanent Residents and others, appointments are significantly greater than applicants suggesting that citizenship may be less of a barrier than commonly believed.

Visible minority Canadian citizens represented 17.2 percent of all applicants and 19.5 percent of all hires (2018-19).