Classified as Disposable: How Platform Giants Are Stripping Workers of Billions in Earned Protections

Every morning, Marcus Thompson logs into the DoorDash app before sunrise, hoping to secure enough delivery blocks to cover his rent in Atlanta. He drives his own vehicle, pays for his own gas, and absorbs the cost of every mechanical repair. When he was injured in a fender-bender last winter, there was no workers' compensation waiting for him — no sick leave, no employer-sponsored health insurance, no safety net of any kind. According to DoorDash, Marcus is not an employee. He is a "Dasher" — an independent business owner exercising entrepreneurial freedom.

Marcus's story is not exceptional. It is the business model.

Across the United States, an estimated 59 million people perform some form of gig work, and a growing body of legal evidence suggests that millions of them have been systematically misclassified as independent contractors to insulate corporations from the obligations that accompany a standard employment relationship. According to the Economic Policy Institute, worker misclassification costs the American workforce more than $16 billion annually in lost wages, benefits, and tax contributions.

What Misclassification Actually Means — and Why It Matters

Under federal and most state labor laws, employees are entitled to a defined set of protections: minimum wage guarantees, overtime pay, unemployment insurance, workers' compensation coverage, and the right to organize collectively. Independent contractors receive none of these.

The legal distinction between the two categories is not determined by what a company calls its workers — it is determined by the actual nature of the working relationship. Courts and regulatory agencies typically examine factors such as whether the company controls how work is performed, whether the worker operates an independent business, and whether the work is central to the company's core operations.

By those standards, legal scholars and labor regulators have argued — compellingly — that gig workers at platforms like Uber, Lyft, DoorDash, and Amazon Flex often meet the legal definition of employees. These platforms set pricing, dictate service standards, monitor performance in real time through algorithmic management, and can deactivate workers without cause. That is not the relationship between a business and an independent vendor. That is the relationship between an employer and a worker.

"The label 'independent contractor' has become a legal fiction deployed to externalize costs," says Catherine Fisk, a labor law professor at UC Berkeley School of Law. "These companies are not contracting with small businesses. They are managing a workforce — they simply refuse to pay for one."

The California Battle: A Landmark Win Reversed by Corporate Money

No state has fought this issue more visibly than California. In 2019, the California legislature passed Assembly Bill 5 (AB5), which codified the "ABC test" for worker classification. Under that standard, a worker is presumed to be an employee unless a company can demonstrate that the worker is free from the company's control, performs work outside the company's usual business, and is customarily engaged in an independently established trade.

For gig companies, AB5 was an existential threat. Reclassifying their workforces as employees would have added an estimated $3,625 per worker annually in employer-side costs, according to UC Berkeley Labor Center research.

The industry's response was historic in its scale. Uber, Lyft, DoorDash, Instacart, and Postmates collectively spent more than $200 million — the most expensive ballot initiative campaign in California history — to pass Proposition 22 in November 2020. The measure carved gig workers out of AB5's protections, replacing them with a narrower set of benefits that labor advocates described as deeply inadequate.

In August 2021, an Alameda County Superior Court judge ruled Prop 22 unconstitutional, finding that it improperly limited the legislature's authority over workers' compensation. The legal battle continues in California's appellate courts, but the broader lesson is clear: when worker protections threaten profit margins, these corporations will spend whatever it takes to neutralize them.

Real Costs, Real People

The financial harm of misclassification is not abstract. Consider what gig workers are actually absorbing:

• Vehicle depreciation and maintenance: The IRS standard mileage deduction for 2024 is 67 cents per mile. Many drivers report earning effective per-mile rates that leave little after expenses are deducted.
• Self-employment taxes: Misclassified workers pay both the employer and employee portions of Social Security and Medicare taxes — a burden of 15.3% on net earnings that traditional employees split with their employers.
• No overtime protections: A worker logging 55 hours in a week receives no time-and-a-half premium. The platform's algorithm does not care.
• No unemployment insurance: When platforms deactivate workers or when demand collapses, there is no safety net. During the early months of the COVID-19 pandemic, millions of gig workers were initially excluded from unemployment benefits entirely.

Amara Diallo, a former Amazon Flex driver in Chicago, described the financial reality with striking clarity: "I thought I was building something flexible. What I was actually building was their business — with my car, my time, and my risk. When I got sick, I had nothing."

How to Determine Whether You May Be Misclassified

If you perform work for a platform or company and believe you may be misclassified, the following indicators are legally significant:

1. The company controls your work process — not just the outcome, but how and when tasks are performed.
2. Your work is central to the company's primary business — a delivery driver is core to a delivery company's operations, not a peripheral service.
3. You cannot negotiate your pay rate — the platform sets compensation unilaterally.
4. You are economically dependent on a single company — not operating a genuine independent business with multiple clients.
5. You have faced deactivation or discipline — tools of employer control, not client-vendor relationship management.

If these conditions describe your situation, you may have grounds for a misclassification claim.

Taking Action: Your Options Are Real

Workers who believe they have been misclassified have several avenues available:

• File a complaint with the U.S. Department of Labor's Wage and Hour Division, which investigates misclassification under the Fair Labor Standards Act.
• Contact your state labor board. Many states — including New York, New Jersey, and Washington — have robust enforcement mechanisms and their own ABC-style tests.
• Consult a workers' rights attorney. Many employment lawyers take misclassification cases on a contingency basis, meaning no upfront cost to the worker.
• Connect with worker organizations. Groups like the Gig Workers Collective and the Independent Drivers Guild are building collective power and legal resources for platform workers.
• Document everything. Save screenshots of app communications, earnings statements, and any directives from the platform. This documentation is essential in any legal proceeding.

The Stakes Are Systemic

Misclassification is not a bureaucratic technicality. It is a mechanism for transferring wealth upward — from workers who generate value to shareholders who capture it. Every billion dollars in avoided employer obligations is a billion dollars that does not flow into workers' health coverage, retirement security, or household stability.

The gig economy, as currently structured, is not a new frontier of entrepreneurial freedom. For the vast majority of platform workers, it is a frontier of subsidized corporate profit — subsidized by workers who have been told they are their own bosses while being managed like employees.

Marcus Thompson put it plainly: "They want all the benefits of having employees and none of the responsibility. That's not a business model. That's exploitation with a good app design."

At Worker Empowerment, we believe that the employment relationship carries obligations — and that no amount of technological sophistication or legal maneuvering changes what workers are owed. If you believe your rights have been violated, do not wait. The law may be on your side, and organizations are ready to help you use it.