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IRCC research: Canadian work experience, language and pre-arrival earnings best predict how Express Entry immigrants do

The study behind the November 3 changes. Here's what it found about each CRS factor and what it could mean for future reforms.

Published October 17, 20262 min readBy the Canadian PRLedger team · sourced from IRCC

Photo by Juan Rojas on Unsplash

Key takeaways

  • Express Entry immigrants earn more and have substantially higher weekly wages than other economic immigrants.
  • Canadian work experience, language, education and pre-admission earnings are the most consistent predictors of success.
  • Very low earnings before admission were linked to worse outcomes than having no earnings at all.
  • Siblings, Canadian education, French and spouse characteristics showed weak or no positive link to short- and medium-term outcomes.

Alongside the November 3 CRS changes, IRCC published a summary of its research into how Express Entry immigrants do in the job market. It's the evidence IRCC points to for rewarding Canadian experience in well-paid occupations.

What IRCC studied

  • Data: the Longitudinal Immigration Database (IMDB), linked to the 2021 Census.
  • Who: Express Entry immigrants compared with economic immigrants admitted outside Express Entry, mainly Provincial Nominee Program principal applicants who applied directly, plus a small group from the paper-based Federal High Skilled program before Express Entry launched in 2015.
  • What: four studies on employment, employment income, weekly wages and occupational mobility, about five to six years after admission.

The public summary gives findings in words, not numbers. The full figures are in IRCC's PDF reports.

Key findings by CRS factor

FactorWhat IRCC found
Express Entry overallHigher employment income and "substantially higher weekly wages" than non-Express Entry economic immigrants
Canadian work experienceMore Canadian experience is linked to higher income and wages
Pre-admission earningsAmong the strongest predictors. Higher earnings before admission are linked to substantially better outcomes; very low earnings are linked to worse outcomes than none
Official languageHigher first-language proficiency is linked to higher income and wages, strongest at high proficiency
EducationWeak link to finding work early on, but consistently linked to higher income and wages for those employed
Job offerModestly higher earnings after controlling for other factors, strongest for senior management offers
Sibling, Canadian education, French, spouseWeak or no positive link to short- and medium-term outcomes

IRCC concludes that "the Express Entry system is effective in selecting immigrants with stronger labour market potential," and that language, education and Canadian work experience are the most consistent predictors.

Why it matters for your CRS score

The findings line up closely with the November 3 changes:

  • Pre-admission earnings are a strong predictor, and the new high-wage bonus rewards Canadian work in occupations with high median wages.
  • Job offers have "more limited and concentrated predictive value", which helps explain why IRCC brought offer points back only for high-wage occupations, without an LMIA.

The study also found weak links for sibling, Canadian education, French and spouse factors. Those same factors drew calls for reduction or removal in IRCC's 2026 consultation. IRCC hasn't announced any change to them, so this is a signal to watch, not a reason to change your plans.

What you can do now

  • Language is still the factor you control most. It predicts outcomes and carries some of the biggest CRS point values. See our IELTS to CLB and CELPIP to CLB charts.
  • Track your Canadian hours. 12 months in a high-wage occupation can be worth up to 70 extra points from November 3.
  • Check where you stand under the new rules.

Frequently asked questions

What predicts success for Express Entry immigrants?

IRCC's research found Canadian work experience, official language proficiency, education and pre-admission earnings are the most consistent predictors of employment income and wages.

Do French or sibling points predict better outcomes?

IRCC found that siblings in Canada, Canadian education, French language and spouse characteristics show weak or no positive association with short- to medium-term labour market outcomes. No change to those CRS points has been announced.

Official sources

Figures and rules in this guide are checked against IRCC program pages. If anything conflicts, trust the government page.

Canadian PRLedger is a free tracking and calculator tool — not a law firm, not an RCIC practice, and not affiliated with IRCC. These guides summarize public program rules for planning purposes only. For case-specific advice, speak with a licensed immigration consultant or lawyer.

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