Countries around the world are wrestling with whether to classify Uber drivers and other gig economy workers as independent contractors or employees.
But when Uber first came on the scene, the primary subject of debate was whether its drivers were, in fact, taxi drivers. Why was this ride-sharing or ride-hailing app run by a tech firm also applying to be a taxi company? Was Uber truly “the same as a taxi, but different?”
We’ve studied how Uber and taxi drivers have been affected by Uber’s categorization as a technology company. As organizational and management researchers at business schools from across Canada studying stigma, marginalization and inequality as well as entrepreneurship, innovation and technology, we became very interested in Uber’s entry into the taxi industry as we watched it unfold.

The CN Tower is seen in the side-view mirror of a car. (Daniel Novykov/Unsplash)
In Toronto, Uber was eventually legalized in 2016 after “months of protest and turmoil” and years of debate while it operated illegally.
But when we began studying Uber’s entry into Toronto, we noticed something concerning. There was increasing praise in the media for Uber and Uber drivers, but criticism and near-contempt for taxis and taxi drivers.
Kam Phung summarizes the study in his Top 25 Finalists’ video in the Social Sciences and Humanities Research Council’s 2020 Storytellers challenge.
How were two groups of people doing the same work every day — driving other people to their desired destinations — being perceived so differently? As one Uber driver told us in an interview: “I don’t see the difference … there is no difference between each other.” But it seemed the media and Uber disagreed.
Taxi driving as a stigmatized occupation
Toronto is home to the largest taxi driver population in the country with more than 10,000 drivers, over 80 per cent of them immigrants. Unfortunately, taxi drivers in Toronto have historically faced racism, classism and stigma. More broadly, taxi driving has also been called “dirty work.”

Intersection of Yonge St. and Queen St. W in downtown Toronto. (Kayla Speid/Unsplash)
The work of late Canadian-born sociologist Erving Goffman and subsequent research have shown that stigma transfers by association. This would suggest that Uber drivers would become stigmatized by virtue of entering the field of driving, just as taxi drivers are. But we didn’t see this happen for Uber drivers.
To make sense of this, we conducted an in-depth case study of Uber’s entry and expansion into Toronto from 2013 to 2016. We analyzed 976 media articles and conducted 55 interviews after walking the streets of Toronto and ordering Ubers to find real drivers.
We also conducted observations at protests, panel discussions and city hall meetings to better understand what was happening on the ground.
Based on this data, we wrote and published an open-access article in the Journal of Management Studies, where we argue that new entrants to a stigmatized occupation can actually deflect stigma. But how does this happen?
Ambiguity and distinction
Uber’s perceived categorical ambiguity — as seen in the surge of debates over how to label Uber and its drivers — paved a path to differentiate Uber drivers from taxi drivers through two activities.
First, Uber spokespeople, public officials and media created a categorical distinction by pointing to technology to explain why “Uber is not a taxi company.”
Second, they highlighted differences between the perceived identities of Uber drivers and taxi drivers, often emphasizing that Uber drivers were driving short-term and part-time. Yet, this didn’t necessarily reflect reality. As one Uber driver told us in an interview:
“I start at 7 a.m. and I finish at 7 p.m. Twelve hours. I try to work Monday to Friday because I have family and I have one daughter.… I want to enjoy the summer, but sometimes I work on Saturday at night.”
Worsening stigma for taxi drivers
These categorical distinctions and perceived differences in identities helped Uber drivers deflect the stigma of taxi driving, despite many Uber drivers even acknowledging they did the same thing as their taxi counterparts.
Meanwhile, the stigma facing taxi drivers got worse. As distinctions and differences circulated in the media, they were accompanied by remarks anchored in prejudice tied to the social, moral and physical characteristics of taxi drivers.
These remarks degraded taxi drivers to the benefit of Uber drivers, often emphasizing and juxtaposing the immigrant status, languages, hygiene and working conditions of taxi drivers compared to Uber drivers. Media coverage also often emphasized taxi industry features that were mandated and regulated by the city, and not taxi drivers themselves.
The media reported on the convenience of the new Uber app and its automatic credit card payment process, even though Uber was operating illegally — and as several taxi companies launched their own apps to “help riders commute hassle-free.”

Taxi stopped at Adelaide Street West in downtown Toronto. (Brad Killen/Unsplash)
By the time Uber was legalized as a “private transportation company” and the distinctions between Uber drivers and taxi drivers were formalized, it wasn’t just that taxi drivers faced economic hardships. They also argued there was a “two-tier system,” and Uber drivers and taxi drivers became polarized in the media.
One taxi driver told us:
“It’s really severely marginalizing my existence.… I feel like I’m coming to the bitter end. I feel like that guy in the orange jumpsuit who is on his knees and a guy from ISIS is standing over me, except the guy in the black suit there is an Uber guy with a machete in his hand.”
Uber’s entry into Toronto divided an occupation and exacerbated the social and economic hardships of taxi drivers. And it all started with how Uber and Uber drivers were categorized.
It’s encouraging that Uber drivers didn’t face the same stigma as taxi drivers. However, it’s disheartening that it avoided that fate at the cost of taxi drivers.


ETH Whales on Rampage: BitMine Snags 138K ETH as $3,000 Holds Firm – Bulls Gear Up for $4,000 Moonshot
China Adds Domestic AI Chips to Government Procurement List as U.S. Considers Easing Nvidia Export Curbs
SoftBank Shares Slide as Oracle’s AI Spending Plans Fuel Market Jitters
Azul Airlines Wins Court Approval for $2 Billion Debt Restructuring and New Capital Raise
Asia’s IPO Market Set for Strong Growth as China and India Drive Investor Diversification
Europe Confronts Rising Competitive Pressure as China Accelerates Export-Led Growth
Air Force One Delivery Delayed to 2028 as Boeing Faces Rising Costs
SoftBank Eyes Switch Inc as It Pushes Deeper Into AI Data Center Expansion
ETH Bulls Smash Trendline – $4,000 Next as Whale Squeeze Tightens
Rio Tinto Signs Interim Agreement With Yinhawangka Aboriginal Group Over Pilbara Mining Operations
Nvidia Develops New Location-Verification Technology for AI Chips
SK Hynix Considers U.S. ADR Listing to Boost Shareholder Value Amid Rising AI Chip Demand
GameStop Misses Q3 Revenue Estimates as Digital Shift Pressures Growth 



