Introduction
Does self-employment always equate to freedom? This article analyzes how to objectively measure agency and dependency for individuals on B2B contracts. The author proposes moving away from simple surveys in favor of a multidimensional research program.
The reader will learn how to integrate Eddie Glaude Jr.'s concepts of self-trust with data from the ILO and Eurofound. The goal is to create a measurable chain of agency that distinguishes formal entrepreneurial status from actual economic dominance.
Multidimensional Operationalization of Autonomy and Dependency
To avoid superficiality, autonomy must be treated as a multidimensional phenomenon. Analyzing a contract or relying on a subjective sense of freedom is insufficient, as one can be formally independent yet entirely dependent on a single infrastructure.
The key lies in examining operational autonomy—the actual influence over the time, place, and manner of work. A prime example is the contract surgeon: while they possess high professional autonomy in medical practice, they may have zero flexibility regarding their schedule.
Only by correlating multiple variables can we distinguish a classic entrepreneur from so-called dependent contractors, who function as employees despite issuing invoices.
Autonomy as a Multidimensional Profile of Economic Dependency
Real economic independence is measured by analyzing five dimensions: operational, market, and pricing autonomy, risk distribution, and infrastructural dependency. A critical indicator is income concentration and the ease with which a primary client can be replaced.
There is a significant difference between normative autonomy and exercised autonomy. If a contractor is formally permitted to negotiate rates but has not achieved a price change in years, their real agency is low.
In the platform economy, infrastructural dependency becomes paramount. Even when possessing their own tools, an individual may be completely dependent on the algorithms and reputation systems of a single platform.
Operationalizing Dependency through Exit and Voice Indicators
To move beyond contractual language, one must apply indicators of Exit (the ability to leave) and Voice (the capacity to influence conditions). Weak Exit results from high income-loss costs and a lack of market alternatives.
Real Voice is measured not by the existence of communication channels, but by the degree of their institutionalization. We examine whether reports lead to changes in rules and whether the contractor fears retaliation for speaking up.
The most problematic configuration is weak Exit combined with weak Voice. This specific area defines real dominance, regardless of whether the person is legally recognized as an employee or self-employed.
Summary
Agency is not a personality trait, but a sequence of relationships between knowledge, structure, and institutions. A true organization should convert dispersed subjectivity into real influence, protecting its members from oligarchization.
Modern threats to autonomy include not only leaders, but platforms and AI algorithms that discreetly curate our problems. Today, the question of agency is a question of to whom we are delegating our own intelligence.
Frequently Asked Questions
How can the autonomy and dependency of self-employed individuals be objectively measured, avoiding superficial surveys?
To objectively measure autonomy and dependency, they must be treated as multidimensional phenomena, avoiding simple surveys on the feeling of independence or the form of the contract. Operational autonomy should be examined (including decision-making regarding time, place, and method of work, as well as the right to refuse an assignment), and the distribution of risk, control, exit opportunities, and the ability to exercise voice in relationships should be analyzed.
1. How can the real economic independence of a self-employed person be objectively measured?
2. Economic independence is measured through an analysis of five dimensions: market autonomy (including income concentration and access to alternative clients), pricing autonomy (effectiveness of rate negotiations), the distribution of entrepreneurial risk relative to potential benefits, and infrastructural dependence (control over market access). Real dependence is defined as a configuration of these features rather than a single indicator.
3. How can real dependence and agency of a self-employed person be measured in practice, going beyond the formal terms of the contract?
4. Real dependence and agency are measured by analyzing the exit cost indicator and the level of institutionalization regarding the ability to raise concerns and influence cooperation terms (voice). This allows for the distinction between the actual structure of agency and formal contractual provisions or legal status.
5. What specific indicators and dimensions allow for the objective measurement of the real power and agency of self-employed organizations?
6. The real strength of an organization is measured through four dimensions: associative (e.g., network density, mobilization, and competence redundancy), structural (e.g., difficulty of replacing a contractor, market concentration), institutional (access to rights as well as the cost and time of using procedures), and epistemic (access to information and analytical capabilities). Additionally, leverage density—understood as the diversity of independent mechanisms of influence—is significant.
7. How can one objectively measure whether an organization is actually democratic and bottom-up, rather than just formally declared as such?
8. The verification of an organization's bottom-up nature can be conducted through social network analysis, which distinguishes formal structure from actual networks of influence and information flow. It is crucial to examine the representational distance indicator and analyze symptoms of oligarchization, such as concentration of access to information, functional indispensability of leaders, or barriers to the advancement of new activists.
9. How should a study be designed to distinguish the real impact of an organization on workers' agency from the traits of individuals who are naturally more active?
10. A longitudinal design should be applied, including measurements before joining the organization, after several months of membership, and after participating in a specific action. This will allow for the distinction between the real influence of the organization and the self-selection effect of people who were already active.
How can abstract theories of agency be linked with measurable economic data, and what hypotheses result from this?
Economic coercion is defined as the narrowing of the real set of options, which creates a gap between the formal right to choose and the practical possibility of exercising it. In this context, agency is measured not only by held entitlements but primarily by their actual feasibility.
How can the real agency of self-employed individuals be objectively measured, and what research tools will allow this to be achieved?
Real agency is measured through the reconstruction of the agency chain, treating it as a sequence of relations between the individual, other people, knowledge, economic structure, and institutions. To this end, a mixed-methods research program should be applied: quantitative data, qualitative interviews, network and document analysis, and process studies of specific campaigns.
