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Drivers of Provincial Sectoral Wage Dispersion in Canada, 2001–2023

This paper utilizes a new province-level dataset to demonstrate that higher unemployment is the most consistent driver of increased sectoral wage dispersion across Canadian provinces from 2001 to 2023, a relationship that is amplified by immigration intensity and mitigated by union density.

Original authors: Mahmut Zeki Akarsu, Erdem Seçilmiş, Hasnat Dewan

Published 2026-07-28
📖 6 min read🧠 Deep dive

Original authors: Mahmut Zeki Akarsu, Erdem Seçilmiş, Hasnat Dewan

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

Imagine the economy as a giant, bustling kitchen. In this kitchen, there are many different stations: the grill, the salad bar, the pastry counter, and the dishwashing sink. In a perfectly fair world, everyone doing the same job would get paid the exact same amount, no matter which station they stood at. But in the real world, the pastry chef might earn much more than the dishwasher, even if they have similar skills. This gap in pay between different "stations" (or industries) is what economists call sectoral wage inequality. It's not just about how much one person makes compared to another; it's about how the average pay differs between entire groups of jobs.

Now, imagine the kitchen gets crowded. When there are too many cooks and not enough orders, the boss might stop paying the dishwashers as well, while the pastry chef keeps getting paid because their cakes are still in demand. This is the idea of unemployment acting as a pressure valve. When jobs are scarce, the gap between high-paying and low-paying sectors might get wider. But what if the kitchen has a strong union (a team of workers who stick together to negotiate)? Or what if a huge wave of new workers arrives? Do these things make the pay gap worse or better? This is the mystery a team of researchers set out to solve by looking at the Canadian kitchen over the last two decades. They wanted to see if the "slack" in the job market (unemployment) was the main reason why pay gaps between different industries were changing, and if things like unions or immigration were acting as the brakes or the gas pedal.

The Great Canadian Pay Gap Puzzle

In this study, Mahmut Zeki Akarsu, Erdem Seçilmiş, and Hasnat Dewan decided to build a brand-new map of the Canadian job market. Instead of looking at individual workers' paychecks, they created a special score called the Sectoral Wage Gini. Think of this score like a "pay gap thermometer" for each province. It measures how unevenly the average pay is spread across different industries (like mining, tech, healthcare, or retail) within a province. They weighted this score by how many people work in each industry, so a huge industry like retail has a bigger say in the score than a tiny one like forestry. They tracked this thermometer for every Canadian province from 2001 to 2023.

What They Found: The Unemployment Connection

The researchers discovered that the most consistent thing linked to a wider pay gap between industries is unemployment. It's like a seesaw: when unemployment goes up, the pay gap between different sectors tends to get wider. Specifically, they found that for every 1 percentage point increase in the unemployment rate, the pay gap score (the Gini) tends to rise by about 0.107 points.

But here is where it gets interesting. The researchers didn't just stop at "unemployment is bad." They looked at what happens when you mix unemployment with other ingredients:

  • The Immigration Mix: In provinces where there is a higher intensity of immigration, the link between unemployment and the pay gap gets even stronger. It's as if the pressure of having fewer jobs hits harder when there are more new workers arriving, widening the gap between who gets paid well and who doesn't.
  • The Union Shield: This is the good news. In provinces with strong union density (where more workers are part of a union), the link between unemployment and the pay gap gets weaker. Unions seem to act like a shock absorber. When the job market gets rough, unions help keep the pay gap from exploding, protecting the lower-paid sectors from being crushed as hard.

The Simulation: A "What-If" Game

To really understand how big this effect is, the authors ran a computer simulation. They asked a simple "what-if" question: What would happen to the pay gap if the unemployment rate suddenly jumped from a healthy 4% to a severe recession level of 15%?

Using their data, they calculated that such a jump would cause the pay gap score to rise by about 1.18 points. While that number might look small, the authors explain that pay gap scores are usually very "sticky"—they don't move much in a normal year. A jump of 1.18 points is equivalent to about a 5% increase in inequality, which is a massive shift that would normally take a decade to happen. This suggests that when the job market gets really slack, the structure of pay between different industries can get distorted very quickly.

What They Didn't Find (and What They Ruled Out)

It's important to know what this paper doesn't say. The researchers did not find that trade openness (how much a province exports and imports) consistently makes the pay gap worse; in fact, their data suggested it might be linked to a slightly smaller gap in some cases. They also didn't find that inflation (rising prices) was a major driver of these gaps.

Crucially, the paper does not claim that immigration itself causes inequality. Instead, it suggests that the combination of high unemployment and high immigration intensity creates a specific environment where the pay gap widens more than it would otherwise. Similarly, they don't say unions eliminate inequality, but rather that they moderate (soften) the blow when unemployment rises.

The Takeaway

The study concludes that the health of the job market is a huge driver of how pay is distributed across different industries. When there are too many people looking for work and not enough jobs, the gap between high-paying and low-paying sectors tends to stretch. However, strong institutions like unions can help hold that gap in check. The authors suggest that keeping unemployment low and maintaining strong worker protections are key to preventing the "kitchen" from becoming too uneven, ensuring that the pay gap between different types of jobs doesn't spiral out of control.

While the paper uses complex math and simulations to reach these conclusions, the story is clear: a tight job market with strong worker support keeps the playing field more level, while a slack market with weak protections lets the gaps between industries grow wider.

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