Human Capital
for Humans.

The language problem is not merely linguistic.

Human capital is a useful idea with an uncomfortable name. In economics and public policy, it commonly describes the knowledge, skills, health and other capabilities that help people participate in economic life. Education can expand those capabilities; experience can deepen them; institutions can make them easier or harder to use. None of this is inherently dehumanising. The problem begins when a measurement concept becomes a philosophy of how people should be treated.

Imagine a company celebrating its people as its greatest assets. It may mean that the company values learning and experience. Or it may mean that workers are appreciated chiefly when their abilities generate a return. Those meanings are not equivalent. Assets belong to their owners. People do not. A person's skills can benefit an employer, a family, a neighbourhood, an entirely different profession, or a life that involves no paid employment at all.

My central argument is that an ethically serious account of human capital needs two ledgers. One concerns the value people help create through their capabilities. The other concerns what happens to those people as they create it: whether their choices expand, whether they retain dignity, whether they gain transferable skills, and whether they can refuse unreasonable demands. The second ledger cannot simply be reduced to the first.

This is a normative proposal, not a published empirical finding. It is also not an argument against profit. Businesses need to survive, allocate resources and sometimes make difficult decisions. It is an argument against treating the development of human beings as meaningful only when an institution can capture the resulting gains.

What can a person actually become able to do?

Amartya Sen's Development as Freedom (1999) offers an important intellectual counterweight to narrow output measures. Sen's work treats substantive freedoms as central to development: what people are genuinely able to do and to be matters, not merely the resources or income recorded beside their names. Applying this perspective to workplaces is my interpretation, not a claim that Sen designed a modern HR operating model.

Consider two employees who receive identical technical training. One can use the new skill to seek better work, challenge a flawed process, or start an independent venture. The other is required to sign restrictive conditions, has little voice over how the skill is used, and faces punishment for questioning a supervisor. A training dashboard might record the same completion rate for both. Their actual freedom has not expanded equally.

Skills also have value beyond employment. A shopkeeper learning to use digital tools may become better at accounting, but may also gain the confidence to help neighbours navigate public services. A young adult studying communication may become a more effective employee and a more thoughtful friend. These spillovers are plausible illustrations, not measured outcomes from a study presented here.

OECD work on education and skills is useful because it examines skills across life stages, including adult learning and how capabilities are used. Its comparative policy work should not be mistaken for proof that every training intervention works or that a single curriculum fits every society. A serious human-capital conversation must ask who gets access to learning, who has time for it, and whose existing competence goes unrecognised.

Autonomy is not a decorative workplace perk.

Edward Deci and Richard Ryan's self-determination theory provides a research-based framework for thinking about motivation. Their work identifies autonomy, competence and relatedness as basic psychological needs. Autonomy, in this account, is not doing whatever one pleases; it concerns experiencing one's actions as meaningfully self-endorsed. Competence concerns effectiveness and growth. Relatedness concerns connection and care.

This helps explain why two seemingly similar workplaces can feel different. In one, a manager provides a clear goal, explains the constraints, invites questions and helps people develop judgment. In another, the manager provides the same goal but relies on humiliation, surveillance and arbitrary penalties. The work may look identical on a spreadsheet. The motivational environment is not.

Research on self-determination does not imply that autonomy automatically produces superior financial performance in every context. Nor does it eliminate the need for accountability, deadlines or coordination. It suggests that the quality of motivation and the social conditions surrounding action deserve attention in their own right. Dignity, meanwhile, is an ethical commitment broader than any one psychological theory.

The test is what happens on an ordinary Tuesday.

Picture a small family-run retail shop. A younger worker notices that customers regularly ask for items that are not stocked. A manager could dismiss the observation because the worker lacks seniority. Or the manager could let the worker document requests, test a small inventory change and review the results together. The second approach develops a capacity for observation, experimentation and commercial judgment. It also allows the business to learn. This is a hypothetical example, not a case study with measured results.

Now picture a hospital administrator introducing new scheduling software. A purely instrumental approach might count hours saved and tickets closed. A more human approach would also ask whether staff can understand the system, raise safety concerns and retain discretion where professional judgment matters. Efficiency remains relevant; it simply stops being the only question. In high-stakes settings, autonomy must coexist with evidence, regulation and patient safety.

Or consider a customer-support team whose employees are expected to be cheerful while absorbing abuse. A training programme in emotional regulation may be valuable, but it becomes ethically suspect if the organisation uses it to normalise mistreatment rather than improve staffing, escalation procedures and customer boundaries. Sometimes the humane intervention is not another resilience workshop. It is changing the conditions that made resilience so expensive.

Non-extraction, as I use the term, does not mean that every participant receives equal benefits or that no trade-offs occur. It means institutions should be accountable for how value is produced and distributed, including the costs shifted onto workers, families and communities. A company that reports excellent margins while relying on chronic unpaid overtime has not told the whole story of its performance.

Propositions worth testing, not slogans worth worshipping.

First hypothesis: learning opportunities that increase genuinely transferable skills may produce more durable benefits for workers than narrowly role-specific training alone. The distinction matters because transferable skills preserve options beyond the current employer. Yet specialised training can also be highly valuable, and its benefits depend on labour markets, credentials and the worker's preferences.

Second hypothesis: organisations that combine meaningful employee voice with clear accountability may learn from frontline information more effectively than organisations that punish dissent. The mechanism seems plausible: people close to the work often notice operational problems early. But voice without response can become theatre, and participation can be costly if decisions are endlessly deferred.

Third hypothesis: measuring employee development alongside retention, safety, workload and mobility may reveal costs hidden by conventional productivity metrics. Such a dashboard could be informative, but measurement itself can distort behaviour. A manager who is rewarded for training hours may maximise attendance rather than learning. Good indicators require careful interpretation, privacy safeguards and opportunities for workers to challenge the story told by the numbers.

These propositions are my own exploratory synthesis. They are not findings from an original experiment, and they should not be attributed to Sen, Deci, Ryan or the OECD. Testing them would require precise definitions, comparison groups where feasible, attention to selection effects and an honest account of outcomes that fail to improve.

Good intentions do not repeal economics.

A sceptic might argue that human capital is an economic term, not a moral theory, and that expecting it to carry the entire weight of dignity is a category error. That objection is fair. We need not abolish a useful analytical concept because organisations sometimes misuse its language. The better response may be to keep the economic concept precise while making the ethical framework explicit.

Another objection is that firms cannot fund unlimited learning, guarantee lifetime employment or allow every employee to determine their own role. Also fair. Scarcity is real. Smaller businesses especially face cash-flow constraints and operational fragility. A non-extractive orientation therefore needs practical boundaries: transparent expectations, proportionate investment, respectful disagreement and credible processes for resolving conflict. It cannot mean promising outcomes no organisation can deliver.

A third objection is that workers themselves may prefer higher wages over additional training, flexibility or participatory governance. A dignity-centred framework should take that preference seriously rather than imposing an elite ideal of fulfilling work. Choice includes the freedom to value stability, family time or income above professional self-actualisation.

Finally, a well-designed workplace is not a substitute for functioning public institutions. Access to education, healthcare, transport, legal protection and social security shapes what people can realistically choose. Employers have responsibilities, but they are not sovereign governments, therapists or parents. Human flourishing cannot be outsourced to an employee-experience department.

The modest conclusion is therefore stronger than the grandiose one: productivity matters, but it is an incomplete account of progress. If organisations want to claim that they develop people, they should be willing to examine what those people can actually carry with them when the employment relationship ends.

Three foundations, three different questions.

These sources inform the inquiry; they do not collectively establish its entire normative argument. Dates below refer to the original works where stated, rather than later web-page updates.