A one-person business is a commercial operation owned and directed by one person without a permanent workforce beyond the owner.
The owner may create the product, provide the service, make strategic decisions, manage finances, and oversee customer relationships. They can also use contractors, agencies, software, fulfilment companies, and other external providers.
The term describes the practical structure of the business rather than its legal form.
A one-person business can operate as:
- An unincorporated sole proprietorship
- A sole trader
- A single-member limited liability company
- A limited company with one shareholder
- Another locally available business entity
It can earn revenue from services, products, subscriptions, software, publishing, ecommerce, licensing, advertising, or a combination of these models.
The business remains a one-person operation when one owner retains control and there is no permanent internal employee organization.
One-Person Business Definition
A one-person business is a business owned and operated by one primary person, without permanent employees, that may use technology and external service providers to complete its work.
A one-person business normally has five defining characteristics:
- One primary owner
- One central decision-maker
- No permanent workforce beyond the owner
- A commercial offer sold to customers
- Direct responsibility for revenue, expenses, and business risk
The owner does not need to perform every task personally.
An accountant may prepare the accounts. A developer may maintain the website. A logistics company may ship orders. Software may process payments and deliver products.
These resources support the business without becoming an internal workforce.
One-Person Business at a Glance
| Question | Answer |
|---|---|
| How many owners does it have? | Usually one primary owner |
| Can it have employees? | The term normally refers to a business without permanent employees |
| Can it hire contractors? | Yes |
| Can it be incorporated? | Yes |
| Can it operate under a separate brand? | Yes |
| Can it sell physical products? | Yes |
| Can it serve thousands of customers? | Yes |
| Can it use automation and AI? | Yes |
| Can it have recurring revenue? | Yes |
| Is “one-person business” a legal structure? | No |
| Must the owner work full-time in it? | No |
| Can one person run several businesses? | Yes |
One-Person Business Is Not a Legal Structure
“One-person business” is a descriptive term, not a universal legal classification.
Legal structures determine matters such as:
- Personal liability
- Tax treatment
- Reporting obligations
- Ownership rights
- Access to financing
- Business continuity
- Regulatory requirements
The one-person structure answers a different question:
How many people permanently operate the business?
A person can own a one-person business through several different legal structures.
For example, the U.S. Small Business Administration explains that a sole proprietorship does not create a separate legal entity, while limited liability companies and corporations can provide separation between the owner and the business. The appropriate structure affects liability, taxes, fundraising, and reporting obligations. Read the U.S. Small Business Administration guide to choosing a business structure.
The fact that a business is operated by one person does not automatically make it a sole proprietorship.
One-Person Business vs One-Person Company
A business is the commercial activity through which products or services are sold.
A company is a particular form of legal entity.
A one-person business may or may not be registered as a company.
Similarly, a company can have:
- One shareholder
- One director
- One working owner
- No employees other than the owner
The United Kingdom’s 2025 business population estimates included approximately 948,000 companies that did not employ anyone aside from their owners. The same no-employee category also included about 3 million sole proprietorships and 287,000 ordinary partnerships. See the UK government’s 2025 business population estimates by legal form.
This illustrates why legal form and operating size should not be confused.
A company can be a one-person business. A one-person business does not have to be a company.
One-Person Business vs Sole Proprietorship
A sole proprietorship is a legal or tax structure available in some jurisdictions.
A one-person business describes how the business is operated.
The two categories often overlap, but they are not identical.
| One-person business | Sole proprietorship |
|---|---|
| Describes operational structure | Describes legal or tax structure |
| Usually has no permanent employees | May be allowed to employ people |
| Can be incorporated | Generally unincorporated |
| Focuses on who operates the business | Focuses on legal ownership and liability |
| Meaning is broadly understandable internationally | Exact rules vary by jurisdiction |
A sole proprietor who employs ten people is not operating a one-person business.
A consultant operating through a single-member company with no employees may be running a one-person business without being a sole proprietor.
One-Person Business vs Nonemployer Business
A nonemployer business is an official statistical category used in the United States.
The U.S. Census Bureau defines nonemployer businesses as businesses with no paid employees that meet specified federal income-tax and minimum-receipt requirements.
This category is useful when studying one-person businesses, but it is not an exact equivalent.
A nonemployer business may be:
- A person’s main source of income
- A part-time business
- Occasional contract work
- A gig-economy activity
- One of several businesses owned by the same person
- A partnership with no paid employees
The Census Bureau counts nonemployer establishments, not necessarily unique full-time one-person business owners.
In 2023, nonemployer establishments represented 78.4% of all U.S. business establishments. They generated almost $1.8 trillion in revenue, equivalent to approximately 6.4% of U.S. gross domestic product that year. See the U.S. Census Bureau’s 2026 summary of 2023 small-business data.
These figures show the economic scale of businesses without paid employees. They should not be interpreted as an exact count of solopreneurs or full-time one-person businesses.
One-Person Business vs Own-Account Worker
An own-account worker is a person whose primary activity is self-employment and who does not employ other people.
The term is used in international labor statistics.
The Organisation for Economic Co-operation and Development notes an important limitation: incorporated self-employed people are only partly included or excluded entirely from self-employment counts in several countries. See the OECD definition of self-employed people without employees.
This means official own-account work statistics can omit some people who operate incorporated one-person companies.
The concepts are related but measure different things:
- Own-account worker describes a person’s employment status.
- One-person business describes the structure of a commercial operation.
- Nonemployer business describes a business included in a particular statistical dataset.
- Solopreneur describes the person intentionally building and directing the business.
How Common Are One-Person Businesses?
There is no single worldwide count because countries use different definitions, tax systems, company registers, and labor classifications.
Official data nevertheless show that businesses without employees are a large part of the business population in several major economies.
United States
The U.S. Census Bureau counted 30,427,808 nonemployer establishments in 2023, compared with 29,811,495 in 2022. These businesses operated across retail, manufacturing, services, and other sectors. View the U.S. Census Bureau data on nonemployer establishments.
The data include more than full-time one-person businesses, but they demonstrate that having no paid employees is not an unusual or marginal business structure.
United Kingdom
At the beginning of 2025, businesses without employees generated an estimated £402.6 billion in annual turnover.
Between 2010 and 2025, the number of UK nonemploying businesses increased by approximately 1.014 million. These businesses accounted for 84% of the total growth in the UK private-sector business population over that period. See the UK government’s analysis of nonemploying business growth and turnover.
The UK methodology includes sole proprietorships and partnerships with only working owners, as well as companies with one employee assumed to be the working proprietor.
European Union
Labor statistics provide information about people working without employees rather than counts of one-person businesses.
In 2025, 35.9% of self-employed people without employees in the EU usually worked during weekends, compared with 18.5% of employees. See Eurostat’s 2025 data on weekend work by professional status.
This is an important counterweight to the idea that a one-person business automatically creates greater control over time.
Ownership gives a person the ability to design the business. It does not guarantee that the resulting workload will be light or well organized.
What Does a One-Person Business Actually Include?
A one-person business still needs to perform the same broad functions as a company with employees.
It needs to:
- Understand a market
- Create an offer
- Attract customers
- Make sales
- Deliver the product or service
- Collect payments
- Maintain financial records
- Meet legal obligations
- Support customers
- Protect data
- Manage suppliers
- Make strategic decisions
The difference is that these functions are not assigned to permanent departments.
They are divided between:
Work controlled directly by the owner
This often includes:
- Strategy
- Product decisions
- Pricing
- Positioning
- Important customer relationships
- Financial decisions
- Quality standards
- Contractor selection
Work performed personally by the owner
This may include:
- Consulting
- Writing
- Design
- Development
- Coaching
- Sales
- Research
- Product creation
Work performed by systems
Examples include:
- Payment processing
- Digital delivery
- Appointment scheduling
- Email sequences
- Invoice reminders
- Customer-data collection
- Reporting
- Backups
Work performed by external providers
Examples include:
- Accounting
- Legal advice
- Editing
- Design
- Development
- Fulfilment
- Customer support
- Advertising
- Technical maintenance
A one-person business is therefore not necessarily a business in which only one person ever contributes.
It is a business in which one person remains the only permanent internal operator.
Six Common One-Person Business Configurations
Instead of classifying one-person businesses only by profession, it is useful to examine how value is created and delivered.
1. Owner-delivered business
The owner personally provides most of what the customer buys.
Examples include:
- Consulting
- Coaching
- Design
- Development
- Photography
- Personal training
- Professional services
The strength of this structure is direct control over quality.
Its main constraint is capacity. Each additional customer usually requires more owner time.
2. Standardized service business
The owner sells a service with a defined scope, process, price, and deliverable.
Examples include:
- Fixed-price audits
- Research reports
- Website setup packages
- Design subscriptions
- Bookkeeping packages
- Technical migrations
Standardization reduces the number of decisions required for each new customer.
It can also make parts of delivery easier to automate or outsource.
3. Product-led business
The owner creates a product that can be sold repeatedly.
Examples include:
- Templates
- Books
- Courses
- Plugins
- Datasets
- Design assets
- Physical products
- Research subscriptions
The owner’s work shifts from delivering each transaction to maintaining the product and its distribution.
4. Audience-led business
The business first builds attention or trust and then earns revenue from the resulting audience.
Revenue may come from:
- Advertising
- Sponsorships
- Affiliate commissions
- Subscriptions
- Products
- Services
- Events
Examples include content websites, newsletters, podcasts, and educational media.
The central business asset is distribution rather than only the owner’s labor.
5. Software-led business
The owner develops or controls software that customers pay to use.
Revenue may come from:
- Monthly subscriptions
- Annual subscriptions
- Usage fees
- One-time licences
- Premium features
Software can serve many users, but the business still requires development, maintenance, security, support, and customer acquisition.
6. Portfolio business
The owner operates several small revenue-producing assets.
A portfolio may include:
- Consulting
- Websites
- Digital products
- Software
- Affiliate income
- Newsletters
- Licensing
- Ecommerce
The portfolio structure can reduce dependence on one source of income.
It can also divide the owner’s attention across too many projects.
Is a One-Person Business the Same as a Self-Employed Job?
Not always.
Some self-employed work functions mainly as a job owned by the worker. Other one-person businesses contain systems and assets that can operate beyond the owner’s immediate labor.
Neither structure is automatically better.
A specialized professional may prefer to sell a limited amount of high-value personal work. A product owner may prefer revenue that is less closely connected to working hours.
The distinction is useful because it changes how the business should be managed.
| Self-employed job | Developed one-person business |
|---|---|
| Revenue depends heavily on the owner’s active work | At least part of revenue is supported by repeatable systems or assets |
| Each customer receives largely custom delivery | The offer contains standardized elements |
| Processes remain in the owner’s memory | Important processes are documented |
| Customer acquisition is irregular | The business has a repeatable acquisition channel |
| Time away stops most activity | Some transactions or operations can continue |
| The owner reacts to incoming work | The owner manages a defined business model |
| There is little separation between owner and work | The business has its own brand, records, processes, or assets |
A one-person business does not need to become fully independent of the owner.
The relevant question is whether the business has been deliberately structured or merely accumulated around the owner’s work.
The Economics of a One-Person Business
Turnover alone does not show whether a one-person business is healthy.
A business can generate significant revenue while producing little profit or requiring unsustainable working hours.
The owner should understand at least five economic dimensions.
Revenue
Revenue is the total value of sales before expenses.
It does not represent the owner’s income.
Direct costs
Direct costs are expenses created by delivering the product or service.
Examples include:
- Contractor fees
- Materials
- Payment fees
- Shipping
- Fulfilment
- Hosting linked to customer usage
- Sales commissions
Gross profit
Gross profit is the amount remaining after direct delivery costs.
Gross profit = Revenue − Direct costs
A business with £200,000 in revenue and £140,000 in direct costs has less economic capacity than one producing the same revenue with £40,000 in direct costs.
Operating profit
Operating profit accounts for the normal costs of running the business.
These may include:
- Software
- Accounting
- Insurance
- Marketing
- Legal services
- Equipment
- Rent
- Professional education
Owner time
The owner’s time is an economic resource, even when it does not appear as an expense in the accounts.
Two offers producing the same profit may have very different effects on the owner’s workload.
A useful internal measure is:
Gross profit per owner hour = Gross profit ÷ Owner working hours
This is not a formal accounting measure. It is a management tool for comparing activities that require different amounts of personal effort.
Important Metrics for a One-Person Business
A small set of metrics is usually more useful than a large dashboard.
| Metric | What it reveals |
|---|---|
| Revenue by offer | Which products or services produce sales |
| Gross margin | How much revenue remains after direct costs |
| Operating profit | Whether the business is economically worthwhile |
| Owner hours | How much personal capacity the business consumes |
| Revenue concentration | Dependence on one customer, product, or channel |
| Recurring revenue | How much income is expected to repeat |
| Customer retention | Whether customers continue buying |
| Cash runway | How long the business can operate during a revenue decline |
| Owner-dependent revenue | Revenue likely to stop if the owner becomes unavailable |
| Support time per customer | Operational work created after a sale |
The most useful metrics depend on the business model.
A consultant should closely monitor client concentration and available capacity.
A subscription business should monitor recurring revenue, retention, and churn.
An ecommerce business should monitor product margins, inventory, fulfilment costs, and returns.
Owner Dependence Is the Central Risk
A one-person business is naturally dependent on its owner.
That dependence becomes dangerous when the owner is the only person who can:
- Access essential accounts
- Deliver the core product
- Resolve customer problems
- Approve payments
- Understand the finances
- Maintain the technology
- Contact suppliers
- Find important records
- Recover data
A healthy one-person business does not need to remove the owner entirely.
It should reduce avoidable dependence on the owner’s memory and continuous availability.
This can be done through:
- Written procedures
- Secure password management
- Automated backups
- Organized financial records
- Standardized contracts
- Clear customer expectations
- Documented supplier contacts
- Emergency instructions
- Trusted external specialists
- Adequate cash reserves
The objective is not complete owner independence.
It is operational recoverability.
Can a One-Person Business Use Contractors?
Yes.
Contractors can provide expertise or capacity without becoming permanent employees.
They may handle:
- Temporary projects
- Specialized technical work
- Recurring administrative tasks
- Defined parts of customer delivery
- Professional services
- Seasonal demand
A one-person business can use several contractors while remaining a one-person operation.
The owner should still avoid recreating an undocumented company through a collection of poorly managed freelancers.
Each contractor relationship should have:
- A defined scope
- Clear ownership of work
- Payment terms
- Deadlines
- Access controls
- Confidentiality requirements
- Quality standards
- Exit procedures
Worker-classification laws depend on the jurisdiction and the reality of the working relationship. A contract alone does not necessarily determine whether a worker is legally independent.
Can a One-Person Business Have Partners?
A one-person business can have:
- Referral partners
- Affiliate partners
- Suppliers
- Distribution partners
- Joint-venture participants
- Revenue-sharing arrangements
- Contractors
These relationships do not necessarily create shared ownership.
When another person becomes an equal owner with meaningful control over the business, it is more accurate to describe the operation as a partnership or co-founded business.
The difference is between collaboration and co-ownership.
A business can collaborate extensively while remaining owned and controlled by one person.
Financing a One-Person Business
Many one-person businesses begin with the owner’s:
- Savings
- Current income
- Customer deposits
- Early sales
- Credit
- Existing equipment
This is partly because service and digital businesses can often begin without major capital investment.
Financing becomes more difficult when the business needs money for inventory, equipment, product development, advertising, or expansion.
The Federal Reserve Banks’ 2024 Small Business Credit Survey included 5,955 U.S. nonemployer firms. The report separated firms planning to hire within 12 months from stable nonemployers that did not plan to hire.
Among early-stage nonemployer firms planning to hire, 58% had applied for financing during the preceding 12 months. Of those applying for a loan, credit line, or merchant cash advance, 50% were denied. The denial rate was 42% among later-stage potential employers and 34% among stable nonemployer applicants. Read the Federal Reserve Banks’ 2025 report on nonemployer firms and financing.
The survey used a nationwide convenience sample rather than a random sample, so the percentages should not be treated as estimates for every U.S. nonemployer firm.
The findings nevertheless illustrate two practical points:
- A business preparing to hire may need more outside capital than one remaining intentionally small.
- Lack of employees does not prevent a business from having significant financing needs.
A One-Person Business Is Not Always a Temporary Stage
Some businesses have no employees because they are new.
Others remain without employees by design.
These are different situations.
Temporary one-person stage
The owner expects to hire after:
- Reaching a revenue target
- Raising capital
- Validating demand
- Developing the product
- Establishing operations
The current one-person structure is transitional.
Intentional one-person structure
The owner plans to grow through:
- Higher prices
- Better products
- Standardization
- Automation
- Contractors
- Licensing
- Distribution
- Recurring revenue
The absence of employees is part of the operating strategy.
The Federal Reserve’s nonemployer research reflects this distinction by separating firms that planned to hire from “stable nonemployers” that did not expect to add employees within the following year. See how the Federal Reserve Banks define stable nonemployer firms and potential employers.
A business should not be considered incomplete merely because it does not intend to create jobs.
Its value should be judged by whether it meets the needs of its customers and owner.
Advantages of a One-Person Business
Direct control
The owner can change pricing, offers, systems, and priorities without internal approval.
Low permanent overhead
The business does not carry a recurring payroll beyond the owner.
Flexible access to expertise
Specialists can be hired for defined work without creating permanent roles.
Faster communication
There are fewer internal handoffs and fewer opportunities for information to become distorted.
Clear accountability
Responsibility for decisions remains with the owner.
Easier strategic changes
The business can stop an offer, change a market, or reduce expenses without reorganizing a team.
Flexible definition of success
The owner can optimize for profit, time, creative control, security, growth, or another personal objective.
Limitations of a One-Person Business
Finite capacity
The owner has limited time, attention, and decision-making energy.
Concentrated risk
Illness or personal emergencies can interrupt important work.
Limited internal expertise
No single owner is likely to be equally strong in finance, marketing, technology, delivery, and compliance.
Weak separation between work and life
The owner may find it difficult to stop working when every problem appears to require personal attention.
Customer concentration
A service-based business may become dependent on a small number of clients.
Financing constraints
Lenders and investors may view a business that depends heavily on one individual as riskier.
Difficult transferability
A buyer may place less value on a business when its customers, reputation, and operations are inseparable from the current owner.
Reduced coverage
A one-person business may be unable to offer continuous availability without external support.
When Should a One-Person Business Hire?
Hiring may make sense when:
- Demand is consistently greater than available capacity
- Customers need coverage that contractors cannot provide reliably
- A role contains enough recurring work for permanent ownership
- Quality is declining because the owner is overloaded
- The business requires daily coordination between several functions
- The owner wants to build an organization
- The expected value of the role exceeds its full financial and managerial cost
Hiring should not be the automatic response to a busy month.
Before employing someone, the owner can consider:
- Removing low-value work
- Raising prices
- Reducing customization
- Narrowing the offer
- Improving documentation
- Automating administration
- Hiring a contractor
- Limiting demand
- Discontinuing an unprofitable service
An employee adds capacity, but also creates management, compliance, communication, and fixed-cost obligations.
When Should the Business Remain One Person?
Remaining a one-person business may be sensible when:
- The business is already profitable
- The owner does not want to manage employees
- Demand can be controlled through pricing or availability
- Delivery can be standardized or automated
- Contractors can handle specialist work
- Customers do not require constant coverage
- The business has a manageable level of risk
- Additional headcount would add more complexity than value
The correct size of a business is not determined by how many people it could employ.
It is determined by the structure needed to achieve its purpose.
The One-Person Business Test
A business is likely to be well suited to one-person operation when most of the following statements are true:
- One person can make the important strategic decisions.
- The offer can be explained clearly.
- Delivery can be performed or supervised by one owner.
- Demand can be controlled.
- Important work can be documented.
- Specialist tasks can be purchased externally.
- Customers do not require continuous internal staffing.
- The business can maintain healthy margins without employee scale.
- Technology can support repetitive administration.
- The owner can take at least limited time away.
- Revenue is not entirely dependent on one customer.
- The business can recover from common technical or operational failures.
A business may still work with several weaknesses, but those weaknesses should be identified before they become emergencies.
How to Design a Stronger One-Person Business
Keep the offer focused
Every new service, product, and customer type creates additional decisions.
A narrow offer is easier to:
- Explain
- Price
- Sell
- Deliver
- Document
- Improve
Standardize recurring work
Create templates and procedures for work that happens repeatedly.
Standardization reduces reliance on memory and makes quality easier to maintain.
Separate fixed and variable costs
Avoid converting temporary demand into permanent expense too quickly.
Variable costs rise and fall with business activity. Fixed costs continue even when revenue declines.
Protect cash flow
Use clear payment terms, deposits, automated reminders, and sufficient reserves.
Profitability does not protect a business that runs out of available cash.
Reduce customer concentration
Dependence on one customer can make an independent business economically similar to employment while retaining the risks of business ownership.
Build direct distribution
An email list, recognized brand, customer database, or direct referral network reduces dependence on external platforms.
Document critical access
Store account, supplier, domain, financial, and technical information securely and systematically.
Plan for absence
Decide what should happen if the owner cannot work for:
- One day
- One week
- One month
Different businesses require different levels of continuity, but every business benefits from knowing which functions cannot stop.
Examples of One-Person Businesses
Independent consultant
The owner sells specialized advice, uses software for scheduling and invoicing, and hires an accountant for tax work.
Digital-product publisher
The owner creates templates or educational resources. A platform processes payments and delivers files automatically.
Content website
The owner controls editorial strategy and monetization while using external writers, editors, and technical specialists.
Ecommerce business
The owner selects products and manages marketing. Manufacturing, storage, shipping, and returns are handled by external providers.
Small software company
The owner directs the product and customer experience. Cloud services host the software and contractors complete selected development work.
Local professional practice
The owner personally provides a service while using booking software, payment processing, and external bookkeeping.
Paid newsletter
The owner researches and writes the publication. Subscription management, email delivery, and payment processing are automated.
Portfolio business
The owner combines consulting, digital products, affiliate income, and other small business assets.
Frequently Asked Questions
What is a one-person business in simple terms?
A one-person business is a business owned and operated by one person without permanent employees.
Can a one-person business be a company?
Yes. It can operate through a single-owner company or another incorporated structure available in the owner’s jurisdiction.
Does a one-person business have to be a sole proprietorship?
No. Sole proprietorship is only one possible legal structure.
Can a one-person business hire contractors?
Yes. Contractors, agencies, and professional service providers can support the business without becoming permanent employees.
Can a one-person business have more than one owner?
The term usually implies one primary owner. A business with equal co-owners is better described as a partnership or co-founded business.
Can a one-person business make substantial revenue?
Yes. Revenue depends on demand, pricing, distribution, margins, and the business model rather than employee count.
Can a one-person business sell physical products?
Yes. Manufacturing, storage, fulfilment, and shipping can be handled by external providers.
Can one person run multiple businesses?
Yes. One person can own a portfolio of businesses, although each additional operation creates more demands on attention and management capacity.
Is a one-person business scalable?
Some are. Software, digital products, licensing, content, standardized services, and subscriptions can serve more customers without requiring a proportional increase in owner hours.
Is a one-person business passive?
No. Some processes may be automated, but the owner remains responsible for strategy, maintenance, finances, risk, and customer value.
Is a one-person business safer than employment?
Not necessarily. It can provide greater control, but it also exposes the owner to variable income, commercial risk, and responsibility for business continuity.
Does a one-person business need a website?
Not always. It can initially acquire customers through referrals, marketplaces, direct outreach, or local relationships. A website becomes useful when the business needs a permanent place to explain its offer and build direct distribution.
Can a one-person business be sold?
Yes. It becomes easier to sell when revenue, processes, customer relationships, intellectual property, and distribution can transfer to a new owner.
When does a one-person business stop being one person?
The description becomes less accurate when the business develops a permanent workforce beyond the owner.
Key Takeaways
- A one-person business is owned and operated by one primary person without permanent employees.
- It is an operational description rather than a legal structure.
- One-person businesses can operate as sole proprietorships, limited companies, or other locally available entities.
- A company can have one working owner and no other employees.
- Contractors, agencies, software, and fulfilment providers can support a one-person business.
- Official nonemployer and own-account worker statistics overlap with one-person businesses but do not measure them exactly.
- In 2023, nonemployer establishments represented 78.4% of U.S. business establishments.
- UK businesses without employees generated an estimated £402.6 billion in turnover at the beginning of 2025.
- Turnover does not represent owner income; margins, operating costs, and owner time also matter.
- The central structural risk is excessive dependence on the owner.
- A one-person business should document critical processes and prepare for interruptions.
- Hiring is one growth option, not the inevitable next stage of a successful business.
Data and Methodology Note
“One-person business” is not a standardized international statistical category.
The data cited on this page use related classifications, including:
- Nonemployer establishments
- Businesses without employees
- Self-employed people without employees
- Own-account workers
- Working proprietors
These classifications differ in their treatment of incorporated owners, partnerships, side businesses, gig work, and owner-employees.
Statistics should therefore be interpreted within the definition used by each original source rather than combined into a single global estimate.
