Methodology
What UXR Means by Human Agency
Human agency is the practical capacity for a person's will, choices, evidence, or actions to enter a causal pathway with a meaningful possibility of affecting what happens next.
Agency means what you do can matter.
UXR uses human agency to mean the practical capacity of a person's will, choices, evidence, or actions to enter a causal pathway with a meaningful possibility of affecting what happens next.
Understanding, choice, action, contestability, correction, recovery, and meaningful alternatives matter because they support that causal capacity. They are not sufficient by themselves. A system can provide choices, buttons, complaint forms, appeals, and explanations while making every resulting action causally irrelevant.
Agency Is Not Control
Agency does not mean that a person's will must prevail. It does not override physical reality, safety, law, the rights or agency of other people, or every legitimate institutional constraint. A person can lose an appeal, receive a well-supported denial, or choose an option that does not produce the result they wanted and still possess meaningful agency.
The defining question is not only “Were you allowed to act?” It is “Could your action matter?”
Formal Agency and Practical Agency
Formal agency exists when a system says a person may choose, appeal, opt out, change providers, request help, submit evidence, complain, or seek review.
Practical agency requires a credible path by which the person can understand and use that opportunity under real conditions and by which exercising it can have consequential effect.
A complaint channel that can receive words but cannot produce learning, reconsideration, correction, escalation, or another relevant consequence can simulate agency without providing much practical agency.
Acceptance does not prove satisfaction, informed choice, or lack of harm.
Ways Agency Can Fail
• Active obstruction: the person tries to reach the objective and the system blocks, delays, or exhausts them.
• Passive constraint: the person accepts the offered result because no usable alternative appears available.
• Hidden failure: the person does not know a better result, right, remedy, or path existed.
• Proxy burden: a caregiver, advocate, employee, or family member carries the work required to preserve someone else's objective.
• Causal dead end: the person can act, report, appeal, or provide evidence, but the system provides no credible path by which that action can affect the relevant outcome or future system behavior.
• Responsibility opacity: somebody within a multi-party system may possess corrective authority, but the person cannot reasonably identify where their action can have effect.
Learned Nonparticipation
Systems can teach people that participation is futile without intending to do so. A person forms an objective, acts, receives no consequential response, tries again, and gradually learns that further effort is unlikely to matter. The eventual silence may reflect learned nonparticipation rather than satisfaction.
UXR should not answer that condition with motivational language alone. It should help create credible grounds for participation by preserving evidence, maintaining continuity, showing what happened next, and making consequential pathways more visible.
Human-Made Systems and Corrigibility
Physics can impose limits that human will cannot change. Human-made systems are different. Laws, policies, workflows, technologies, organizational boundaries, contracts, and conventions may impose legitimate constraints, but they remain human-created arrangements subject to evidence, reconsideration, and reform through legitimate processes.
UXR therefore treats corrigibility as an important property of humane systems: people affected by a system should have meaningful ways for evidence, error reports, objections, and demonstrated better methods to reach the parts of the system capable of learning or changing.
Agency Across Institutional Boundaries
A person should not have to understand the institutional architecture surrounding an ordinary objective in order to locate someone capable of correcting a failure. If a doctor's office, medical group, health plan, network, vendor, carrier, platform, regulator, or other participant says the failure belongs elsewhere, that attribution should become a claim that can be tested rather than an instruction for the person to start over.
Different responsibilities may belong to different parties. One entity may control the mechanism, another the policy, another the handoff, another the remedy, and another the governing rule. Correctly locating one responsibility does not erase other responsibilities for disclosure, coordination, or recovery.
How UXR Can Preserve Agency
UXR cannot promise that a contributor's preferred result will occur. It can build infrastructure so human effort does not simply disappear.
An experience can become a durable case. Evidence can persist. Matching experiences can accumulate without being mistaken for popularity or proof. Institutional responses can enter the same record. Responsibility can be investigated and reattributed as evidence changes. Workarounds can be shared. Reform can be proposed, tested, verified, preserved, and propagated.
UXR should create and preserve pathways through which individual human action can enter the causal chain of reform.
Agency and Institutional Asymmetry
Institutions usually hold capabilities individuals do not: persistent records, specialized expertise, automation, formal authority, financial resources, time, legal support, and the power to redesign the system itself.
UXR does not assume that one reform can create equal footing. It asks whether avoidable asymmetry can be reduced and whether responsibilities are carried by the side better equipped to perform them.
Agency and Dignity
Agency and dignity overlap but are not identical. Dignity means treating a person as someone whose time and standing matter, whose objectives and limits deserve recognition, and whose voice cannot be treated as administrative noise. Agency asks whether that voice, choice, evidence, or action can participate meaningfully in what happens next.
Measuring Agency
UXR does not claim that agency can already be reduced to one validated number. It can still study observable indicators: Were choices understandable? Were alternatives realistic? Could consent be informed and withdrawn? Could evidence change a decision? Did appeals produce real review? Could a person locate corrective authority? Did a handoff preserve context? Did anticipated burden suppress pursuit? Did the system learn from repeated reports? Did verified reform make future action more consequential?