The gig economy represents worker freedom

The claim

Gig work — driving for Uber or Lyft, delivering for DoorDash or Instacart, freelancing via TaskRabbit or Fiverr — offers something traditional employment cannot: genuine autonomy over when, where, and how much to work. Workers are their own bosses. The platforms are marketplaces, not employers. For workers who need to care for children, hold multiple jobs, or simply value control over their schedule, the gig economy expands labor market options and creates value that would not otherwise exist. Restrictions on gig work, such as mandatory reclassification, destroy these arrangements and harm the workers they claim to protect.

The mechanism

The freedom framing rests on a specific causal claim: that independent contractor status translates into genuine autonomy and that this autonomy is worth what workers forgo in benefits, protections, and employer-side tax contributions. The mechanism breaks down at three points.

Algorithmic control substitutes for managerial control. Uber drivers cannot set their own prices, choose which passengers to accept without penalty, or choose their routes without the app overriding them. DoorDash couriers face “contract score” thresholds — effectively performance reviews — that determine access to more lucrative orders. The app deactivates workers who decline too many jobs. This is functional employment direction, achieved through software rather than a supervisor. Courts have increasingly recognized this: the UK Supreme Court in Uber BV v Aslam (2021) found that Uber drivers work under such “tight constraints” as to make independent contractor status incoherent — they are workers at the moment the app is switched on.

The cost transfer is the margin. The platform captures the margin between what a rider pays and what a driver earns in part by shifting costs — vehicle depreciation, fuel, insurance, maintenance, payroll taxes, retirement, health coverage — onto the worker. An Uber driver who earns $15/hour in gross platform payments and drives 30,000 miles per year is absorbing $8,000–$12,000 in vehicle costs annually that an employer would bear. Once these are accounted for, net wages frequently fall below the applicable minimum wage.

Genuine vs. forced flexibility. The freedom claim conflates two distinct populations: workers who choose gig work as a supplement to primary income or stable household income, and workers who depend on it as their primary livelihood because traditional employment is inaccessible to them (due to disability, caregiving responsibility, prior conviction, lack of credentials, or labor market slack). The latter group experiences the flexibility as a constraint — the absence of something better — rather than as a positive good.

The evidence

Earnings after expenses. The most rigorous study of Uber driver earnings found a median net hourly earning of $3.37 after vehicle costs, with 74% of drivers earning less than the applicable minimum wage after expenses (Zoepf et al., 2018, MIT CEEPR). The authors used Uber’s own data, obtained via a Freedom of Information request to a Massachusetts regulator. Uber disputed the methodology, but the core finding — that IRS-standard mileage deductions reduce gross earnings dramatically — is not disputed. A 2019 study by Lawrence Mishel at the Economic Policy Institute, controlling for dead-head miles and vehicle costs, found Uber drivers earned $9.21/hour in 2018 in cities with $15 minimum wages — below the statutory floor.

The misclassification cost arithmetic. Employees pay 7.65% of wages in FICA (Social Security and Medicare); employers pay a matching 7.65%. Independent contractors pay the full 15.3% self-employment tax. On a $40,000 gig income, this is a $3,060/year transfer from the worker to the platform. Add the absence of employer health insurance contribution (national average employer contribution: $6,700/year for single coverage, Kaiser Family Foundation 2023), no paid sick leave, no unemployment insurance eligibility, and no workers’ compensation coverage. The BLS Contingent and Alternative Employment Arrangements supplement (2017, the most recent available) found median annual income for primary-job gig workers of $7,900 — a figure consistent with gig work being overwhelmingly supplemental rather than primary, which itself complicates the freedom narrative: most workers cannot afford to rely on it.

Legal adjudication of the freedom claim. Courts and regulators have repeatedly found the freedom framing legally unsupported:

• Uber BV v Aslam [2021] UKSC 5 (UK Supreme Court): Unanimously held that Uber drivers are “workers” under UK employment law, entitled to minimum wage, holiday pay, and rest break protections. The Court rejected Uber’s argument that drivers are independent businesses, finding instead that Uber “dictates” the key features of the work.
• Spain’s Ley Rider (Real Decreto-ley 9/2021): Following a Spanish Supreme Court ruling that Deliveroo riders were employees, Spain enacted a sectoral presumption that platform delivery workers are employees. Deliveroo exited the Spanish market rather than comply.
• France, Cour de cassation (Deliveroo, 2020): Found that a Deliveroo rider had been in a “relationship of subordination” with the company, establishing employee status.
• EU Platform Work Directive (Directive 2024/2831): Creates a legal presumption of employment for platform workers across EU member states when criteria relating to algorithmic control, work organization, or restrictions on commercial freedom are met. Platforms bear the burden of rebuttal.
• California: AB5 (2019) codified a stringent ABC test for contractor classification. Gig platforms spent $224 million on Proposition 22 (2020) to carve themselves out — the most expensive ballot initiative in California history. The expenditure reveals precisely how much the misclassification is worth to platforms.

The preference data. Pew Research Center’s 2021 survey of US gig workers found that 38% would prefer a traditional employment arrangement if available, and 45% said the lack of employee benefits was a “major problem” with their work. Workers who use gig work as a supplement to primary employment (approximately 30–35% of gig workers by most estimates) report higher satisfaction than those who depend on it primarily. This heterogeneity is the core of the contested verdict: the claim is true for a substantial minority and false or irrelevant for the majority who rely on gig income substantially.

Who benefits

The misclassification of employees as independent contractors is worth an estimated $4–$7 billion per year to Uber and Lyft combined in avoided labor costs, according to an analysis by the National Employment Law Project (2019). Uber has never been profitable on a GAAP basis when this model is challenged — the company’s 2021 IPO prospectus acknowledged misclassification litigation as an existential risk to its business model.

The venture capital firms that funded gig platforms at multi-billion-dollar valuations — SoftBank Vision Fund (largest Uber investor), Benchmark Capital (early Uber), Sequoia (DoorDash) — were investing in a business model whose unit economics depended on avoiding employer classification costs. The “freedom” narrative is the political infrastructure that protects this investment.

Industry-funded research consistently finds higher worker satisfaction than independent research. A 2015 report commissioned by Uber (Hall & Krueger) found high driver satisfaction — but it was conducted using Uber’s own email list, before net earnings data were publicly available. Subsequent independent analyses using expense data have produced substantially more negative findings.

The counter

The freedom claim has genuine substance for a specific population. For workers with disabilities who cannot maintain fixed schedules, caregivers with unpredictable demands, students, and workers who use gig income as supplemental earnings, the marginal flexibility is real and valued. Traditional employment’s rigidity is a genuine problem in the US context, where employer-provided benefits are attached to full-time status and part-time work offers less flexibility than advertised.

The structural critique also risks assuming a false alternative. In labor markets with high unemployment or credential barriers, gig work may be genuinely superior to available alternatives — not because it is good in absolute terms, but because the counterfactual is informal work with fewer legal protections or no income at all.

The strongest version of the platform industry argument is that reclassification mandates do not automatically create better-quality traditional jobs — they may simply reduce platform utilization and push work to less regulated competitors. Spain’s experience with Deliveroo’s exit supports this concern partially. The Netherlands’ variant — a legal presumption of employment combined with a new hybrid “platform worker” status with portable benefits — represents one attempt at preserving scheduling flexibility while extending protections. Its effectiveness is still being assessed.

The evidence on worker preference is also genuinely mixed at the margins. Survey framing matters significantly; workers asked whether they want “flexibility” answer differently than workers asked whether they want “benefits and job security.” The population of gig workers who genuinely prefer the current arrangement is substantial and should not be dismissed.

References

Bureau of Labor Statistics. (2018). Contingent and alternative employment arrangements — May 2017 (USDL-18-0942). U.S. Department of Labor. https://www.bls.gov/news.release/conemp.nr0.htm

Callaway, B., & Collins, W. J. (2018). Unions, workers, and wages at the peak of the American labor movement. Explorations in Economic History, 68, 95–118. https://doi.org/10.1016/j.eeh.2018.01.003

Countouris, N., & De Stefano, V. (2019). New trade union strategies for new forms of employment. European Trade Union Confederation.

De Stefano, V. (2016). The rise of the ‘just-in-time workforce’: On-demand work, crowdwork, and labour protection in the gig economy. Comparative Labor Law & Policy Journal, 37(3), 471–503.

European Parliament and Council. (2024). Directive (EU) 2024/2831 on improving working conditions in platform work. Official Journal of the European Union, L 2024/2831.

Hall, J. V., & Krueger, A. B. (2018). An analysis of the labor market for Uber’s driver-partners in the United States. ILR Review, 71(3), 705–732. https://doi.org/10.1177/0019793917717222

Mishel, L. (2018). Uber and the labor market: Uber drivers’ compensation, wages, and the scale of Uber and the gig economy. Economic Policy Institute.

Pew Research Center. (2021). The state of gig work in 2021. https://www.pewresearch.org/internet/2021/12/08/the-state-of-gig-work-in-2021/

Rosenblat, A., & Stark, L. (2016). Algorithmic labor and information asymmetries: A case study of Uber’s drivers. International Journal of Communication, 10, 3758–3784.

Uber BV and others v Aslam and others [2021] UKSC 5 (UK Supreme Court).

Zoepf, S., Chen, S., Adu, P., & Pober, G. (2018). The economics of ride-hailing: Driver revenue, expenses, and taxes (CEEPR WP 2018-005). MIT Center for Energy and Environmental Policy Research. https://ceepr.mit.edu/workingpaper/the-economics-of-ride-hailing/