Thursday, September 10, 2026

Debt Locked Life: How a Globally Governed World Could Restore Economic Freedom


Debt Locked Life

How a Globally Governed World Could Restore Economic Freedom

A Global Governance Framework for Reducing Financial Stress, Compulsory Work and the Cost of Living

Abstract


Extreme Poverty:

Billions of people still struggle with poverty, and hundreds of millions remain in extreme poverty, unable to reliably afford basic necessities such as food, shelter, healthcare and education.

For them, economic freedom is not about choosing how to live. It is about having enough resources to survive with dignity.

But escaping extreme poverty does not necessarily create economic freedom. A person can have a job, a home and a reasonable income while remaining trapped by debt, housing costs and the constant need to earn.

This creates a second, less visible problem: Debt Locked Life.

Modern credit has made it possible for individuals to acquire homes, vehicles, education, consumer goods and other expensive possessions long before they have accumulated the resources to purchase them outright. This has expanded access to consumption and, in many cases, improved living standards. But it has also created a less visible problem: people can become dependent upon the continuous performance of their future selves.

This paper introduces the concept of Debt Locked Life.

Debt Locked Life is a condition in which a person takes on debt to acquire a lifestyle, home, vehicle, or other expensive possessions that require continuous income to maintain, creating a persistent background pressure to work and meet financial obligations. Over time, this pressure can keep the person's nervous system in a state of chronic financial stress, making it difficult to rest, recover, improve their health, spend meaningful time with family, pursue personal goals, or make changes to their life because stopping or reducing their income threatens their ability to meet their debt obligations.

Debt Locked Life is not synonymous with poverty, indebtedness, or financial irresponsibility. A person can have substantial debt without being financially distressed, while another person can have a relatively modest loan that severely constrains their freedom because their income is unstable and their financial reserves are small.

The central problem is therefore financial lock-in.




Debt converts future income into present consumption. When the resulting obligations become sufficiently large, a person's future income is no longer entirely available for future choices. The individual must continue earning at a particular level simply to preserve the life already constructed.

The scale of this problem is global and growing. In the United States, student loan debt totals approximately $1.8 trillion, with an average federal student loan debt of $39,075 per borrower and roughly 43 million Americans carrying this burden. Household debt in Canada has reached 100.7 percent of GDP, while South Korea's household debt-to-disposable-income ratio stands at 171.1 percent—the seventh highest among OECD countries. Australia's household debt-to-income ratio is approximately 190 percent. These are not isolated national phenomena. They are symptoms of a global structural failure.

Research across countries supports important parts of this framework. The Bank for International Settlements defines the debt-service ratio as the share of income devoted to interest payments and amortisation and describes it as a measure of the financial constraints imposed by indebtedness. The BIS also finds that high household debt can amplify economic downturns by constraining household consumption. Systematic reviews have found associations between indebtedness and poorer mental and physical health, including depression, stress and suicidal ideation, although causality varies by debt type and socioeconomic circumstances.

The paper argues, however, that the ultimate solution cannot consist only of telling individuals to borrow less.

A large part of household debt exists because individuals are privately financing necessities and socially necessary forms of security:

→ housing
→ healthcare
→ education
→ transportation
→ childcare
→ retirement
→ income security

The data is unambiguous. The World Health Organization estimates that 2.1 billion people experienced financial hardship from out-of-pocket health spending in 2022, including approximately 1.6 billion people who were pushed into or further into poverty. UN-Habitat estimates that 2.8 billion people are inadequately housed, with over 1.1 billion living in slums or informal settlements and more than 300 million experiencing absolute homelessness. The International Labour Organization reports that 35 percent of workers globally regularly work more than 48 hours per week—a threshold associated with increased risk of cardiovascular disease and stroke. These are not individual failures. They are systemic outcomes of a world without coordinated planning.

A globally coordinated system could therefore address Debt Locked Life at its structural source by reducing the amount of private income required to maintain a secure and dignified life.

Such a system would seek to:

→ make adequate housing abundant and affordable
→ make healthcare universal and publicly funded
→ provide high-quality public education
→ create inexpensive and reliable public transportation
→ provide strong income protection during unemployment, illness and disability
→ make social benefits portable across employment
→ reduce geographic concentration of economic opportunity
→ lower the cost of essential infrastructure
→ bring energy and natural resources under public ownership
→ regulate predatory and destabilizing credit
→ reduce excessive working hours
→ coordinate global taxation and public investment
→ and increase the amount of life that people can live without continuously maximizing income.

The ultimate objective would not be a debt-free society.

It would be a society in which people do not need large amounts of debt to obtain the basic conditions of a good life, and where losing or changing one's job does not threaten the entire structure of one's existence.

The question is not whether this is desirable. The question is whether humanity can afford to continue without it.

Part I

Understanding Debt Locked Life

1. The Modern Paradox

Modern societies have achieved an extraordinary expansion in material consumption.

A person can obtain:

→ a home
→ a car
→ higher education
→ consumer electronics
→ insurance
→ travel
→ furniture
→ appliances

without first possessing the money required to purchase them outright.

Credit has therefore changed the temporal structure of consumption.

The traditional sequence was:

Earn → Save → Purchase.

Modern finance increasingly permits:

Desire → Purchase → Borrow → Work → Repay.

This transformation is economically useful.

But it creates a fundamental vulnerability.

The purchase happens today.

The obligation continues tomorrow.

And tomorrow's obligation must be serviced by tomorrow's income.

The person therefore makes a present consumption decision that constrains future choices.

This is the foundation of Debt Locked Life.

2. Definition

Debt Locked Life is a condition in which a person takes on debt to acquire a lifestyle, home, vehicle, or other expensive possessions that require continuous income to maintain, creating a persistent background pressure to work and meet financial obligations.

Over time, this pressure can keep the person's nervous system in a state of chronic financial stress, making it difficult to:

→ rest
→ recover
→ improve health
→ spend meaningful time with family
→ pursue personal goals
→ change employment
→ start a business
→ reduce working hours
→ take a sabbatical
→ tolerate temporary unemployment

because reducing income threatens the person's ability to maintain their debt obligations and existing lifestyle.

Debt Locked Life is therefore fundamentally a problem of lost optionality.

3. Debt Is Not the Enemy

This concept must not become an argument against borrowing.

Debt can create enormous social value.

A mortgage can allow a family to obtain secure housing.

An education loan can increase future earning capacity.

A business loan can finance productive investment.

A vehicle loan can enable employment.

Credit can allow households to smooth temporary income shocks.

The problem begins when debt stops functioning primarily as a tool for improving future economic capacity and begins functioning as a mechanism for maintaining an expensive lifestyle that requires uninterrupted income.

Therefore:

Debt is not necessarily the problem. Financial lock-in is the problem.

4. The Difference Between Debt and Debt Lock

Consider two individuals.

Person A:

→ Income: $2,000/month
→ Debt obligations: $400
→ Savings: $20,000

Person B:

→ Income: $6,000/month
→ Debt obligations: $3,600
→ Savings: $2,000

Person B is richer in conventional terms.

But Person A may possess substantially greater financial freedom.

If Person A loses employment, they can reduce expenditure.

If Person B loses employment, their lifestyle may become unsustainable almost immediately.

Person B may therefore be:

wealthier in consumption but poorer in optionality.

This distinction should become central to modern definitions of financial well-being.

5. Debt-Service Ratio

One of the most useful existing measures is the debt-service ratio, or DSR.

It measures the proportion of income used for interest payments and debt amortisation.

The BIS describes the DSR specifically as a measure of the financial constraints imposed by indebtedness. It maintains internationally comparable DSR data and uses the indicator as an important measure of financial vulnerability.

This matters because debt stock alone can be misleading.

Two households can each owe $500,000.

One may have:

→ high income
→ low interest rates
→ substantial savings

The other may have:

→ unstable income
→ little savings
→ high interest rates

Their debt is identical.

Their financial reality is not.

This is why the BIS household debt service ratio shows striking variation across economies. The United States sits at approximately 7.9 percent of disposable income, while Australia reaches 15.6 percent and Canada 13.9 percent—nearly double the American burden despite comparable income levels. Norway, one of the world's wealthiest nations per capita, has a DSR of approximately 21.1 percent—the highest among major economies. These differences are not explained by individual financial discipline. They are explained by structural differences in housing markets, healthcare systems, and social protection.

6. The Debt Locked Life Mechanism

The mechanism can be represented as:

Desire

Debt-financed consumption

Permanent monthly obligation

Required income

Employment dependence

Reduced freedom

Financial anxiety

Chronic stress

Reduced time for health and relationships

Reduced quality of life

Greater dependence on consumption for compensation

Potentially more debt

The cycle can become self-reinforcing.

7. The EMI Illusion

One of the most powerful psychological features of modern consumer credit is the transformation of a large purchase into a small monthly number.

A $200,000 purchase feels enormous.

A $1,500 monthly payment feels manageable.

The consumer therefore asks:

"Can I pay $1,500?"

instead of:

"Should I commit a substantial portion of my future income for several years to this purchase?"

The first question is about payment.

The second is about freedom.

The distinction is fundamental.

8. The Hidden Cost of Debt

The financial cost of a loan is conventionally calculated as:

→ principal + interest + fees.

Debt Locked Life adds another category:

the cost of reduced optionality.

A $2,000 monthly obligation does not merely remove $2,000 from disposable income.

It can also remove:

→ the ability to quit a job
→ the ability to work fewer hours
→ the ability to take a career risk
→ the ability to take extended leave
→ the ability to survive unemployment
→ the ability to respond to emergencies
→ the ability to reduce consumption during difficult periods

Debt therefore creates a claim not merely on money, but on future choices.

9. Why Debt Can Become a Health Problem

Debt itself is not a psychiatric condition.

But financial distress can become a chronic stressor.

Systematic reviews have found associations between indebtedness and depression, anxiety, stress, poorer subjective health and adverse health behaviours. One systematic review of 33 peer-reviewed studies found serious health effects associated with indebtedness, particularly where loan payments were unmet.

A broader systematic review and meta-analysis covering 65 studies found an association between personal unsecured debt and poorer mental and physical health.

Research specifically examining Asia has also found evidence connecting debt with depression, anxiety, stress and suicidal ideation across countries including India, Korea, China, Pakistan, Singapore, Thailand and Cambodia, while emphasizing that the Asian evidence base remains comparatively limited.

The causal relationship must therefore be treated carefully.

Debt can cause stress.

Stress can also contribute to debt.

Poor health can create debt.

Low income can cause both.

Nevertheless, the association is sufficiently consistent to justify treating household financial stress as an important component of social well-being.

10. Debt Locked Life Is Not the Same as Poverty

A person living in poverty may have no formal debt at all.

Conversely, a high-income professional can have a Debt Locked Life.

This is because the central variable is not absolute income.

It is:

the relationship between income, fixed obligations, financial reserves and the cost of maintaining one's chosen lifestyle.

A person earning $4,000 with $800 of fixed commitments may have substantial freedom.

A person earning $10,000 with $8,000 of fixed commitments may have very little.

Nowhere is this paradox more visible than in Norway, which possesses the world's largest sovereign wealth fund at approximately $2.2 trillion—roughly $400,000 per citizen—and yet Norwegian households carry the highest debt-service ratio among major economies at approximately 21.1 percent. Even a nation with extraordinary collective wealth has not solved the problem of household financial lock-in. This proves that wealth alone is insufficient. Only structural redesign of the cost of living can address the problem.

11. The Employment Trap

Debt can change the nature of employment.

Without significant fixed obligations:

"I don't like this job" can mean "I should find another job."

With substantial fixed obligations:

"I don't like this job" can mean "I cannot afford to leave."

This is an important but under-discussed consequence of household leverage.

Debt can increase the bargaining power of employers over workers because the cost of unemployment becomes higher.

The individual may tolerate:

→ excessive working hours
→ unhealthy environments
→ poor management
→ long commutes
→ career stagnation

because the financial consequences of leaving are too high.

12. The Health Paradox

Debt Locked Life can create an especially destructive paradox.

The person knows they need:

→ exercise
→ sleep
→ better food
→ medical care
→ psychological recovery
→ time with family
→ recreation

But these require time.

Time may reduce earning capacity.

Reducing earning capacity threatens debt repayment.

Therefore:

The very financial obligations that were intended to improve quality of life can prevent the person from engaging in the activities that make life worth living.

This is one of the central paradoxes of Debt Locked Life.

13. The Global Nature of the Problem

Debt-related financial stress is not uniquely American.

Household indebtedness has become a significant economic and financial issue across advanced and emerging economies.

The BIS maintains household debt-service data across economies and notes that high household debt can constrain consumption and increase vulnerability to income and interest-rate shocks.

The international evidence also indicates that financial crises and economic insecurity can have substantial population-level mental-health effects. A systematic review of 98 studies found significant associations between financial crises and mental-health and well-being outcomes, with effects influenced by socioeconomic and country-specific factors.

Debt Locked Life should therefore be understood as part of a broader transformation in the relationship between:

→ income
→ credit
→ housing
→ employment
→ consumption
→ health
→ and personal freedom.

The global nature of this problem demands a global response. No nation acting alone can solve a crisis that is embedded in the architecture of the global economy.

Part II

Why Individual Responsibility Is Not Enough

14. The Conventional Solution

The conventional response to excessive debt is:

→ Spend less.

→ Save more.

→ Avoid unnecessary loans.

→ Build an emergency fund.

→ Increase income.

All of this is useful.

But it has a fundamental limitation.

It assumes that the individual's financial situation exists independently of the surrounding economic system.

It does not.

A person may borrow because:

→ housing is extraordinarily expensive

→ healthcare is financially risky

→ education is expensive

→ public transportation is inadequate

→ childcare is unaffordable

→ retirement is insecure

→ employment is geographically concentrated

→ social expectations require expensive consumption

The individual may therefore be responding rationally to an expensive environment.

Consider the United States, where student loan debt has reached approximately $1.8 trillion. The average borrower balance has grown substantially over the past two decades. As of 2026, roughly 43 million Americans carry student loan debt, with more than 10 percent of balances now past due. Is this the result of millions of individuals simultaneously becoming financially irresponsible? Or is it the predictable outcome of a system that requires young people to borrow enormous sums for a credential that is a prerequisite for economic participation?

15. The Structural Cost of a Modern Life

Imagine an urban household that must privately finance:

→ housing
→ transportation
→ healthcare
→ education
→ childcare
→ retirement
→ insurance
→ internet
→ energy

The household needs a high income simply to maintain normal life.

If income is insufficient, credit fills the gap.

Debt then becomes an adaptation to high structural costs.

This creates a critical principle:

If society makes essential life extremely expensive, telling individuals to borrow less does not solve the underlying problem.

The cost of life itself must fall.

UN-Habitat data confirms the scale of this challenge. Globally, 2.8 billion people live in inadequate housing conditions, and the global housing deficit increased from approximately 251 million units in 2010 to 288 million in 2023. Annual housing costs in Asia have reached approximately 35 percent of household income, far exceeding the ideal standard of around 25 percent in Europe and North America. These are not problems that individual budgeting can solve.

Part III

The Globally Governed Alternative

16. What "Global Governance" Means in This Paper

The relevant model is a globally coordinated political and economic system capable of making collective decisions where problems cross national borders.

Such a system could have:

→ global standards
→ coordinated taxation
→ common financial regulation
→ international public investment
→ shared infrastructure programs
→ universal social guarantees
→ coordinated health systems
→ cross-border labour protections
→ global data systems

National and local governments could remain responsible for implementation.

The defining difference would be that humanity would no longer attempt to solve inherently global problems through isolated national systems.

This is not a utopian vision. It is a pragmatic necessity. The Montreal Protocol—ratified by every country in the world—successfully phased out over 99 percent of ozone-depleting substances, and the ozone layer is now on track to recover to 1980s levels by the middle of this century. The OECD's Base Erosion and Profit Shifting (BEPS) initiative, covering jurisdictions representing over 90 percent of world GDP, has demonstrated that coordinated international tax rules are achievable. The question is not whether global coordination is possible. It is whether we will extend it to the problems that most directly affect human freedom.

17. The Central Principle

The fundamental policy objective should be:

Reduce the amount of private income a person needs to live a secure, healthy and dignified life.

This is more important than simply increasing salaries.

Consider two societies.

Society A

Average salary: $4,000

But households privately pay enormous amounts for:

→ housing
→ healthcare
→ transport
→ education
→ childcare

Society B

Average salary: $3,000

But high-quality:

→ healthcare
→ education
→ public transportation
→ basic infrastructure
→ social protection
→ energy

are largely publicly provided.

A person in Society B may have greater effective economic freedom.

Therefore:

Real purchasing power is not income alone. It is income minus the cost of maintaining a dignified life.

This principle is already proven in practice. In Vienna, Austria, approximately 60 percent of the city's 2 million residents live in social housing—either in one of 220,000 municipal units or 200,000 limited-profit flats built with municipal subsidies. Only 18 percent of Viennese spend more than 40 percent of their income on housing costs, compared to 62 percent in London and 50 percent in Berlin. In Singapore, 82 percent of residents live in publicly built Housing & Development Board flats, with a home ownership rate of approximately 90 percent—the highest among major markets. These are not marginal pilot programs. They are the foundations of national economic competitiveness and social stability.

18. Universal Healthcare as a Public Good

Healthcare should be the first pillar—and it should be publicly owned and publicly funded.

Health emergencies are among the most dangerous threats to household financial stability because they are unpredictable and potentially unlimited in cost.

The World Health Organization estimates that 2.1 billion people experienced financial hardship from out-of-pocket health spending in 2022, including approximately 1.6 billion people who were pushed into or further into poverty. Financial hardship is defined as spending more than 40 percent of a household's discretionary budget on out-of-pocket health expenses. The share of people experiencing financial hardship due to out-of-pocket health payments declined from 34 percent to 26 percent between 2000 and 2022—progress, but far too slow.

This means billions of people face a fundamental financial vulnerability:

→ illness can destroy financial security.

A globally coordinated system would establish universal health coverage with strong public financing and risk pooling.

Japan demonstrates that this is achievable at scale. Established in 1961, Japan's mandatory social insurance system provides universal coverage for all citizens, with out-of-pocket costs typically capped at 30 percent for working-age adults, reduced rates for children and older adults, and monthly caps that protect households from catastrophic expenses. Most health spending comes from public funding (87 percent), and Japan has one of the world's highest life expectancies at a fraction of American per-capita healthcare costs. Slovenia abolished co-payments entirely in 2024, strengthening financial protection for its population. Cambodia increased health coverage from 27 percent to nearly 50 percent of the population between 2018 and 2023.

Healthcare would become:

→ a social guarantee rather than a household financial gamble.

This immediately reduces one of the reasons people need large savings, insurance premiums or emergency borrowing.

The contrast between public and private healthcare is stark. In India, average out-of-pocket medical expenditure for childbirth in private facilities is approximately $450, compared to just $28 in public facilities—a 16-fold difference that pushes vulnerable households into catastrophic debt and distress causing asset sales. This is not a case for private efficiency. It is a case for public healthcare as a fundamental right.

19. Healthcare Independent of Employment

A particularly important principle would be:

Healthcare should not depend upon the employer.

If losing a job means losing access to healthcare, employment becomes existential.

The worker cannot easily:

→ quit
→ retrain
→ take a sabbatical
→ start a business
→ reduce hours

because the financial consequences become too severe.

Portable universal healthcare would therefore increase labour-market freedom.

A person could change jobs without simultaneously worrying:

"What happens to my family's healthcare?"

20. Universal Education

Education should similarly be treated as a public capability.

Families should not be forced to accumulate large debts simply to give children access to a high-quality education.

The goal is not to eliminate private education.

It is to guarantee:

a high-quality baseline that does not depend on household wealth.

This changes private education from:

→ necessity

to:

→ preference.

That distinction can substantially reduce household financial pressure.

The current system fails this test catastrophically. In the United States, the average federal student loan debt is $39,075 per borrower, and 43 million Americans carry student loan debt. The total outstanding student loan debt of approximately $1.8 trillion represents a systemic transfer of risk from public institutions to individual households. This is not an education system. It is a debt generation system that happens to deliver some education along the way.

21. Housing Abundance

Housing is likely the largest structural component of Debt Locked Life in many major cities.

UN-Habitat estimates that 2.8 billion people lack access to adequate housing, with over 1.1 billion living in slums or informal settlements and more than 300 million experiencing homelessness. The global housing deficit increased from approximately 251 million units in 2010 to 288 million in 2023.

The conventional response to expensive housing is often to expand mortgage access.

That can be insufficient.

If housing supply is constrained, additional credit can simply allow buyers to bid more aggressively for scarce housing.

Prices rise.

Borrowing rises.

Debt rises.

The household becomes more locked.

The correct structural response is:

increase housing supply.

Vienna has proven this for over a century. The city's social housing model provides heavily subsidized rental units to more than half of the city's two million residents, with rents from those units helping power new construction annually, amounting to more than 12,000 new units per year. Singapore's Housing & Development Board has produced one of the world's highest home-ownership rates—over 90 percent—by selling government-built flats at highly subsidized prices, with 94 percent sold on a 99-year leasehold basis. These systems work because they treat housing as infrastructure, not as a commodity.

22. Global Housing Infrastructure

A globally coordinated system could establish a massive long-term housing program based on:

→ high-density development where appropriate
→ public housing
→ mixed-income housing
→ transit-oriented development
→ modular construction
→ standardized building technology
→ infrastructure investment
→ rapid permitting
→ redevelopment of underused land
→ climate-resilient construction

The objective would not be for governments to own every home.

It would be to make adequate housing sufficiently abundant that a normal household does not need to devote an extreme proportion of its lifetime income to obtaining it.

Vienna's Seestadt Aspern demonstrates what this looks like in practice: public transport was extended before full build-out, walkability and services were planned around the 15-minute city concept, and rules prevented land speculation through leasing rather than selling public land. This is not just housing policy. It is civilization design.

23. Housing Should Be Near Opportunity

A cheap house located three hours from employment is not necessarily affordable.

Its hidden cost is:

→ commuting time
→ transport expenditure
→ fuel
→ vehicle ownership
→ stress
→ lost family time

Therefore, housing policy must be integrated with:

→ transportation
→ employment
→ education
→ healthcare

UN-Habitat emphasizes that housing affects access to employment, public services, health and economic opportunity.

The correct objective is not simply:

cheap houses.

It is:

cheap access to a good life.

24. Transportation as a Public Utility

The automobile is another major source of household financial lock-in.

The true cost of private vehicle ownership includes:

→ purchase
→ loan interest
→ fuel
→ insurance
→ maintenance
→ parking
→ depreciation
→ repairs

A household can therefore become locked into an expensive vehicle simply because its city makes car ownership necessary.

A globally coordinated infrastructure program could instead prioritize:

→ rail
→ metro
→ buses
→ regional rail
→ walking infrastructure
→ cycling
→ shared mobility

and integrate these systems internationally.

The goal would be:

Make mobility accessible without requiring ownership of a large depreciating asset.

25. The 15-Minute Economic Life

The long-term objective should be cities where the majority of ordinary needs are accessible within a short journey:

→ employment
→ school
→ healthcare
→ groceries
→ parks
→ recreation
→ public transport

This reduces:

→ commuting time
→ transportation expenditure
→ vehicle dependence
→ fuel consumption
→ stress

A shorter commute is effectively an increase in disposable time.

Time is an economic resource.

26. Distributed Economic Opportunity

A major cause of urban financial pressure is geographic concentration.

If the world's best employment opportunities exist in a small number of cities, people must compete for housing in those cities.

Housing becomes expensive.

Commutes become long.

Debt increases.

A coordinated global system could deliberately distribute economic opportunity through:

→ regional universities
→ digital infrastructure
→ industrial corridors
→ public-sector decentralization
→ research centres
→ technology hubs
→ infrastructure investment

The goal would be to make high-quality employment available across a much wider geographic area.

27. Universal Basic Infrastructure

A globally coordinated system could establish a universal infrastructure floor:

→ clean water
→ electricity
→ sanitation
→ broadband
→ basic public transportation
→ emergency services
→ digital identity
→ basic banking

These services do not necessarily need to be free in every circumstance.

But they should be universally accessible at low cost.

This reduces the amount of private income required to maintain basic functioning.

28. Social Protection

Debt Locked Life becomes particularly dangerous when an income shock produces immediate financial collapse.

A globally coordinated system could guarantee minimum protection against:

→ unemployment
→ disability
→ serious illness
→ old age
→ temporary inability to work

This could be funded nationally but governed under common international standards.

The purpose is not permanent dependence on government.

It is to prevent temporary misfortune from becoming permanent financial destruction.

Norway demonstrates what this looks like when a society commits to it. The country offers universal healthcare and education, extended unemployment benefits, and 49 weeks of paid parental leave, sustained by the world's largest sovereign wealth fund. The fund, valued at approximately $2.2 trillion, supports social services including healthcare, unemployment benefits, pensions, infrastructure projects, and education. Norway is not a perfect model—its high debt-to-income ratio and DSR of 21.1 percent show that even generous welfare systems must be carefully designed—but it proves that the basic architecture of economic security is achievable.

29. Portable Social Protection

Modern employment often ties together:

→ salary
→ healthcare
→ pension
→ insurance
→ benefits

This creates enormous dependence on the employer.

A globally coordinated system could make these benefits portable.

If a person changes:

→ employer
→ city
→ country

their core social protections move with them.

This would make employment more flexible and reduce the psychological cost of leaving a job.

30. Unemployment Should Not Mean Economic Death

A person should be able to lose a job without immediately losing:

→ healthcare
→ housing security
→ access to food
→ education for children
→ basic transportation

This does not mean replacing employment with permanent income.

It means building a transition system.

For example:

→ temporary income support
→ retraining
→ job matching
→ relocation assistance
→ subsidized education
→ entrepreneurship support

The goal is to transform unemployment from:

→ catastrophe

into:

→ transition.

That directly reduces the employment dependence created by Debt Locked Life.

31. Portable Pensions

People increasingly change employers, industries and countries.

A globally coordinated pension framework could create interoperable retirement accounts that follow individuals throughout their working lives.

The individual would accumulate retirement security independently of one particular employer.

This reduces another reason for remaining trapped in an undesirable job.

32. Universal Childcare

Childcare is another hidden source of household financial pressure.

A household with two working parents may face:

→ childcare expenses
→ commuting
→ housing near employment
→ private education
→ lost time

A globally coordinated system could provide accessible early childhood care and education.

This would:

→ reduce household costs
→ increase labour-market flexibility
→ improve child development
→ reduce pressure on parents

and potentially reduce the amount of income necessary to maintain a family.

33. Energy as a Public Good

Energy is not a luxury. It is the foundation of modern life. And it must be publicly owned and publicly governed.

The scale of energy poverty remains staggering. Approximately 666 million people—85 percent of them in sub-Saharan Africa—still lack access to electricity. Around 2 billion people lack access to clean cooking, relying on harmful solid fuels that damage health and environment. The International Energy Agency projects that without accelerated action, approximately 645 million people will still lack electricity access by 2030.

This is not a resource problem. It is a governance problem.

When energy is treated as a private commodity, the profit motive determines who receives power and at what cost. When it is treated as public infrastructure, the objective shifts from shareholder returns to universal access.

Costa Rica and Uruguay stand as world leaders in clean, public, democratically accountable energy. Their success owes much to state-owned companies with the power to drive systemic change. Costa Rica's power sector is an outstanding example of efficient public ownership, achieving nearly 100 percent renewable electricity generation while maintaining universal access. Uruguay transformed its energy matrix through state-owned utilities, reducing costs and carbon emissions simultaneously.

In the United States, public power utilities consistently offer lower rates than their private counterparts. Municipally owned utilities can borrow money at lower cost because they are tax-exempt, and they are not driven by profit motives—they focus on reliable service rather than generating shareholder returns. Michigan's public power customers saw annual savings of over $400 million in a single year compared to private utility rates.

A globally coordinated energy system could prioritize:

→ public ownership of energy generation and distribution
→ abundant low-cost electricity
→ distributed renewable generation
→ grid interconnection across borders
→ storage infrastructure
→ efficient buildings
→ electrified transportation

Lower and more predictable energy costs would reduce household financial volatility. This is critical because Debt Locked Life is aggravated not merely by high average costs but by unpredictable costs—the fear that a single price spike could destabilize an entire household budget.

34. Natural Resources as Public Wealth

Natural resources belong to all people, not to private corporations. This principle should be embedded in global governance.

The resource curse—the paradox by which countries with abundant natural resources often experience worse economic outcomes than those without—has devastated nations across Africa, Latin America, and Asia. Countries with weak institutions and private control of resources see wealth extracted, profits exported, and populations left in poverty.

But the curse is not inevitable. It is a governance failure that can be solved.

Norway is the gold standard. The Government Pension Fund Global, valued at approximately $2.2 trillion, was built from oil revenues and is now the world's largest sovereign wealth fund. It holds on average 1.5 percent of all listed stocks globally. The fund's returns support universal healthcare, education, parental leave, and pensions for generations. Norway transformed a finite resource into a permanent national endowment.

Alaska offers a model closer to direct citizen ownership. The Alaska Permanent Fund takes oil royalties that would otherwise flow through government budgets, saves them in a sovereign fund, and pays part of the returns directly to every resident as an annual cash dividend. Since 1982, every Alaskan resident has received an annual dividend, typically between $800 and $2,000. This is not charity. It is ownership. It is the recognition that the state's natural wealth belongs to its people.

Chile established a structural fiscal balance rule in 2001 and later a Sovereign Wealth Fund. In boom years, excess copper revenues are saved in the Economic and Social Stabilization Fund, smoothing the boom-bust cycle that plagues commodity exporters.

Botswana and Timor-Leste have similarly sought to escape the resource curse by embedding fiscal discipline in law rather than relying on political goodwill.

These examples share common features:

→ public ownership of natural resources
→ sovereign wealth funds that save resource revenues
→ fiscal rules that prevent political spending sprees
→ democratic accountability in fund management

A globally coordinated system could extend these principles globally. Mineral, energy, and resource wealth should be managed for the benefit of all people—not extracted for private profit and exported to offshore accounts.

35. Global Catastrophic-Risk Pooling

Some risks are too large and unpredictable for individuals to bear efficiently.

These include:

→ pandemics
→ major natural disasters
→ extreme climate events
→ systemic unemployment
→ large-scale financial crises

A globally coordinated insurance and emergency-finance mechanism could spread these risks across the entire global economy.

This is effectively the principle of insurance applied at planetary scale.

36. Make Work Less Necessary, Not Merely More Productive

This is the most important long-term objective.

Technological productivity is increasing.

Artificial intelligence and automation may substantially increase the amount of output produced per unit of human labour.

The question is:

Who receives the productivity gains?

There are two possibilities.

Model A

Productivity increases.

Consumption increases.

Housing becomes larger.

Cars become better.

People continue working roughly as much.

Model B

Productivity increases.

Part of the gain becomes:

→ shorter working hours
→ higher public services
→ greater leisure
→ stronger social protection
→ lower cost of necessities

Model B directly attacks Debt Locked Life.

The choice between these models is political, not technological. It is a question of governance.

37. The ILO Evidence on Working Time

The International Labour Organization reports that 35 percent of workers globally regularly work more than 48 hours per week—a threshold associated with increased risk of cardiovascular disease and stroke. These long working hours are a major driver of work-related psychosocial risks that the ILO estimates are responsible for over 840,000 deaths annually.

This matters because Debt Locked Life is partly a time problem.

A person cannot simultaneously:

→ work 70 hours
→ commute 2 hours
→ exercise
→ sleep adequately
→ raise children
→ maintain relationships
→ manage finances
→ recover psychologically

Debt can therefore create a form of time poverty.

38. Convert Productivity Into Time

A genuinely human-centred global economic system should therefore establish a long-term goal:

As productivity increases, the required quantity of human labour should gradually decline.

The purpose of economic development should eventually be:

more output with less necessary labour.

Not:

more output with permanently increasing consumption expectations.

This would allow people to repay debt faster, work fewer hours, or simply have more time.

39. Global Tax Coordination

A globally coordinated government would possess another important tool:

→ taxation of economic rents and highly mobile capital.

The scale of the problem is staggering. The OECD estimated that BEPS activity was costing governments 4 to 10 percent of corporate income tax revenue—up to $240 billion annually due to profits not being taxed or being taxed at lower rates.

The BEPS Project has demonstrated that coordinated action is possible. As of 2025, 45 jurisdictions representing over three-quarters of global GDP have adopted measures consistent with Action 2, and 87 Inclusive Framework member jurisdictions have adopted interest limitation rules aligned with Action 4, covering 90 percent of world GDP. The Pillar Two global minimum tax—establishing a 15 percent minimum effective tax rate for multinational corporations—represents a historic breakthrough in international tax coordination.

Global tax coordination could reduce:

→ profit shifting
→ tax competition
→ offshore avoidance
→ inefficient subsidies

and increase the resources available for:

→ healthcare
→ housing
→ education
→ transportation
→ social protection
→ infrastructure
→ energy transition
→ resource management

The purpose would not be taxation for its own sake.

It would be to shift certain costs from individual households to efficient collective systems.

The contrast with military spending is stark. Global military expenditure reached $2.887 trillion in 2025, marking the 11th consecutive year of growth and representing approximately 2.5 percent of global GDP. The world finds $2.9 trillion annually for weapons of war but cannot find the political will to guarantee healthcare, housing, and education for its population. This is not a resource constraint. It is a governance failure.

40. Make Public Services More Efficient Through Scale

A global system would have an enormous potential advantage:

scale.

Imagine global procurement for:

→ medicines
→ medical equipment
→ renewable-energy technology
→ public-transport equipment
→ educational technology
→ construction materials
→ resource extraction technology

Large-scale procurement can reduce duplication and potentially lower costs.

A world of 190 separate systems frequently pays separately for the same technological development, infrastructure standards and procurement.

Global coordination could reduce some of this duplication.

41. Global Digital Public Infrastructure

Digital infrastructure can dramatically reduce the cost of administering public systems.

A globally interoperable digital infrastructure could provide:

→ secure identity
→ health records
→ educational credentials
→ pension records
→ employment records
→ financial accounts
→ social-benefit access

The person would not have to repeatedly reconstruct their identity and eligibility whenever they:

→ change employer
→ move city
→ move country

This becomes increasingly important in a world where people are geographically mobile.

42. Make Financial Services Work for People

The financial system should remain private where appropriate.

But the public system should ensure that people can easily see:

→ total debt
→ total monthly obligations
→ interest rates
→ remaining term
→ financial reserves
→ projected retirement
→ effect of new borrowing

A universal personal financial dashboard could provide this information.

The purpose is not surveillance.

The purpose is comprehension.

The modern financial system is fragmented.

People often experience several loans as separate products.

Their lives experience them as one obligation.

43. A Global Right to Financial Recovery

A humane financial system should recognize that people experience shocks.

A standardized framework could allow temporary restructuring following:

→ unemployment
→ disability
→ severe illness
→ natural disaster

This could include:

→ payment deferrals
→ maturity extensions
→ temporary interest relief
→ refinancing
→ structured debt management

The objective would be:

temporary hardship should not become permanent financial captivity.

44. Credit Should Finance Opportunity, Not Necessity

The ideal global system would gradually move debt away from financing basic survival.

Credit should primarily enable:

→ productive investment
→ education
→ housing
→ entrepreneurship
→ productive assets

rather than becoming necessary to pay for:

→ healthcare
→ food
→ basic education
→ emergency living expenses

When households borrow to survive, debt becomes a symptom of insufficient social infrastructure.

45. Changing the Definition of Affordability

Under the current system:

"Can I afford this?"

often means:

"Can I make the monthly payment?"

Under a better system:

"Can I afford this?"

would mean:

"Can I acquire this without materially reducing my ability to handle uncertainty, maintain health, or choose how I live?"

This is a much more complete definition of affordability.

46. The Goal Is Not to Eliminate Consumption

A globally governed world should not attempt to abolish aspiration.

People should remain free to want:

→ large houses
→ luxury cars
→ expensive travel
→ private education
→ premium goods

if they can sustainably afford them.

The government should not dictate the definition of a good life.

The objective is instead to ensure:

a person does not need an expensive lifestyle simply to obtain a dignified life.

Luxury should remain a choice.

Security should not.

47. Changing the Social Definition of Success

Governance cannot completely determine culture.

But institutions influence culture.

A healthier society would increasingly recognize:

→ health
→ leisure
→ family time
→ intellectual development
→ community participation
→ financial independence
→ environmental sustainability

as forms of success.

The person who owns a smaller house but can work four days a week should not be regarded as less successful than the person who owns a mansion but works 80 hours.

This cultural transformation is difficult.

But it is necessary.

48. Financial Freedom as a Public Policy Objective

Financial freedom is usually treated as an individual's responsibility.

It should also become a policy outcome.

Governments should measure:

→ household financial resilience
→ financial stress
→ emergency savings
→ debt-service burdens
→ working hours
→ housing affordability
→ healthcare financial hardship
→ transportation costs
→ childcare costs
→ energy costs

The objective would be to determine whether economic growth is actually increasing people's freedom.

49. A New Global Indicator

The world could eventually create a:

Global Household Freedom Index

It could measure:

Financial freedom

→ debt-service burden
→ liquid savings
→ emergency runway

Housing freedom

→ housing cost relative to income
→ access to adequate housing
→ commute burden

Health freedom

→ healthcare access
→ out-of-pocket costs
→ catastrophic health expenditure

Energy freedom

→ electricity access
→ energy cost burden
→ clean cooking access

Employment freedom

→ unemployment protection
→ portability of benefits
→ ability to change employment

Time freedom

→ working hours
→ commuting time
→ paid leave
→ unpaid care burden

Social freedom

→ education access
→ childcare access
→ retirement security

This would complement GDP.

GDP tells us:

how much the economy produces.

The Household Freedom Index would ask:

how much freedom ordinary people have to live their lives.

50. What a Debt Locked Life Would Look Like Under This System

Consider an individual currently earning $5,000 per month.

They have:

→ $1,500 home mortgage
→ $600 car payment
→ $400 education-related expenditure
→ $500 transport
→ $400 healthcare and insurance
→ $500 childcare
→ $600 other living expenses

Their life requires almost the entire salary.

They cannot leave their job.

They cannot take a sabbatical.

They cannot tolerate six months of unemployment.

They cannot easily address chronic health problems.

They are living inside their income.

Now introduce the structural reforms.

Healthcare becomes universal and publicly funded.

Childcare becomes affordable.

Education becomes substantially cheaper.

Public transport becomes reliable.

Housing becomes more abundant.

Energy becomes publicly owned and lower cost.

The person sells the expensive car.

The car payment disappears.

Transportation expenditure falls.

Healthcare expenditure falls.

Childcare falls.

Education costs fall.

Energy costs fall.

Their required monthly income declines dramatically.

They no longer need to maximize earnings merely to preserve their life.

The person may still choose to work hard.

But the crucial difference is:

They are working because they choose to, rather than because their lifestyle leaves them no alternative.

That is the practical meaning of eliminating Debt Locked Life.

Part IV

The Architecture of a Globally Coordinated Solution

51. The Five-Layer Model

A comprehensive global strategy would operate through five layers.

Layer 1: Reduce the cost of life

→ housing
→ healthcare
→ education
→ transport
→ childcare
→ energy
→ basic infrastructure

Layer 2: Protect against catastrophic income loss

→ unemployment
→ disability
→ illness
→ retirement

Layer 3: Prevent destructive financial lock-in

→ responsible lending
→ transparent credit
→ aggregate debt assessment
→ restructuring mechanisms

Layer 4: Increase time freedom

→ shorter working hours
→ flexible employment
→ reduced commuting
→ automation dividends

Layer 5: Increase individual choice

→ portable benefits
→ universal services
→ financial information
→ regional economic opportunity
→ public ownership of essential resources

Together, these measures attack Debt Locked Life from both sides.

They reduce:

the amount people need to earn

and increase:

their ability to survive when income changes.

52. The Most Important Shift

The conventional economic question is:

How can we make people richer?

The more important question is:

How can we make people require less money to live well?

These are not identical.

If a person's income doubles but the cost of housing, healthcare, education, energy and transportation doubles as well, their freedom may not improve significantly.

But if the cost of necessities falls while income remains stable, their effective freedom increases.

This is why public ownership and public infrastructure are economically important.

53. The Freedom Dividend of Public Services

Suppose a household earns $4,000.

If it must privately spend:

→ $800 housing premium
→ $500 healthcare
→ $400 education
→ $400 transport
→ $300 childcare
→ $300 energy

then $2,700 of income is effectively required for these services.

If high-quality public systems reduce those costs to $1,000, the household has effectively gained $1,700 of monthly economic freedom without receiving a $1,700 salary increase.

This is the freedom dividend of public infrastructure.

The Vienna model demonstrates this at city scale. With approximately 60 percent of residents living in city-owned or subsidized apartments, housing costs remain stable across generations, freeing household income for education, healthcare, and quality of life. Singapore's public housing system, with over 80 percent of residents in government-built flats, has produced one of the world's highest home-ownership rates and is widely regarded as a foundation of the country's economic competitiveness. Japan's universal healthcare system provides coverage at less than half the per-capita cost of the American system while achieving superior life expectancy.

54. The Ultimate Role of Technology

Technology should not merely allow people to consume more.

It should reduce the amount of human effort required to maintain civilization.

AI, robotics and automation could eventually reduce the labour required for:

→ manufacturing
→ logistics
→ administration
→ transportation
→ agriculture
→ healthcare
→ construction
→ resource management

The political question is therefore crucial:

Who owns the productivity gains?

If all gains become higher consumption expectations, Debt Locked Life may persist.

If part of the gains becomes:

→ shorter workweeks
→ universal services
→ lower prices
→ social dividends
→ public infrastructure

then technology can become an instrument of human freedom.

55. The Long-Term End State

The ultimate objective is not:

→ everyone owns everything.

Nor:

→ nobody uses credit.

Nor:

→ everyone receives the same income.

The objective is:

No ordinary person should need to sacrifice their health, family life and fundamental freedom merely to maintain access to the basic conditions of a dignified life.

A person should be able to:

→ change jobs
→ reduce working hours
→ recover from illness
→ care for parents
→ raise children
→ pursue education
→ start a business
→ take a break

without the entire architecture of their life collapsing.

56. Conclusion

Debt Locked Life is a problem created at the intersection of modern credit, consumption, housing, employment and the cost of living.

It begins innocently.

A person wants:

→ a home
→ a car
→ a better education
→ a better neighbourhood
→ a better life

Credit allows them to obtain those things earlier.

But each purchase creates an obligation.

The obligations accumulate.

The person becomes increasingly dependent upon income.

Income becomes increasingly dependent upon employment.

Employment becomes increasingly difficult to leave.

The person continues working.

Health is postponed.

Rest is postponed.

Family time is postponed.

Personal goals are postponed.

Life itself becomes postponed.

This is the deepest meaning of Debt Locked Life.

The solution cannot be merely:

"People should be more financially disciplined."

Personal responsibility matters.

But the structure of the economy matters too.

If a society requires households to privately finance healthcare, education, housing, transportation, childcare, energy and retirement, then large amounts of debt become an understandable response to structural costs.

A globally coordinated system could change this.

It could make:

→ housing abundant
→ healthcare universal and publicly owned
→ education accessible
→ transportation inexpensive
→ childcare affordable
→ social protection portable
→ unemployment survivable
→ energy publicly owned and affordable
→ natural resources publicly owned and equitably distributed
→ infrastructure universal
→ financial services transparent

and use technological productivity to progressively reduce the amount of human labour required to maintain a dignified life.

This would not eliminate ambition.

It would not eliminate consumption.

It would not eliminate private property.

It would not eliminate credit.

It would do something more important:

It would separate the right to live well from the necessity of continuously maximizing income.

The evidence is overwhelming. Vienna houses its population affordably through social housing. Singapore achieves over 90 percent home ownership through public development. Japan provides universal healthcare at half the cost of the American system. Costa Rica and Uruguay demonstrate that public ownership of energy can deliver clean, affordable power. Norway's sovereign wealth fund transforms oil wealth into generational social protection. Alaska pays every citizen a dividend from publicly owned resources. The Montreal Protocol healed the ozone layer through coordinated global action. The BEPS initiative is closing international tax loopholes covering 90 percent of world GDP.

These are not isolated successes. They are proofs of concept. They demonstrate that when humanity coordinates, it can solve problems that no nation can solve alone.

The question is not whether global governance is possible. The question is whether we will extend it to the problems that most directly determine human freedom.

The ultimate purpose of economic development should therefore not be to create people who can afford increasingly expensive lifestyles.

It should be to create people who are increasingly free from the need to earn enormous amounts simply to maintain an ordinary, secure and dignified life.

The central principle can be stated simply:

A good society does not merely make people richer. It makes a good life cheaper.

And the final measure of success should be whether an ordinary person can say:

"I can stop. I can rest. I can change direction. I can take care of myself. I can take care of my family. I can leave a bad job. I can survive a difficult year. My life will not collapse if my income falls."

That is the opposite of a Debt Locked Life.

It is economic freedom.

And it is within our reach—if we have the courage to govern globally.

Friday, September 4, 2026

The Suicide Threshold and Suicide Likelihood Framework

The Suicide Threshold and Suicide Likelihood Framework

A Proposed Longitudinal System for Population-Level Suicide Prevention

Abstract

Suicide remains one of the world's major public-health challenges. The World Health Organization estimates that more than 700,000 people die by suicide each year. Suicide is multifactorial, emerging through interactions among psychological, biological, social, economic, and environmental conditions. (who.int)

Most suicide-prevention systems concentrate on identifying people after significant distress has already become visible. This paper proposes a complementary approach: a population-wide system designed to identify changes in vulnerability before they develop into acute crisis.

The framework introduces two proposed constructs: Suicide Threshold and Suicide Likelihood.

Suicide Threshold represents an individual's relative protective and resilience capacity in the face of severe adversity. Suicide Likelihood represents the individual's current accumulation of circumstances, conditions, and psychological states associated with increased vulnerability to suicidal crisis.

The fundamental proposition is that these dimensions interact. Two individuals may experience similar adversity while possessing very different levels of protective capacity. Conversely, an individual with substantial resilience may become increasingly vulnerable when multiple adverse conditions accumulate simultaneously.

The proposed system would therefore provide a standardized assessment designed by the government but completed individually and privately by the citizen. The assessment would be offered approximately every three months, while retaining an explicit option not to participate. The government would establish the scientific standards, maintain the infrastructure, and use appropriately anonymized and aggregated results to understand population-level changes. It would not ordinarily administer the assessment to individuals itself.

The system would measure not only current vulnerability but also longitudinal change. An individual whose Suicide Likelihood is increasing while their Suicide Threshold is declining could be identified as entering a period of increasing vulnerability, allowing support to be offered before an acute crisis develops.

The proposal is not presented as an established clinical instrument or as a proven method of preventing suicide. It is a research and policy framework whose effectiveness must be demonstrated empirically. Its central hypothesis is that systematic, recurring self-assessment combined with timely human support could move suicide prevention upstream: from responding to crisis toward preventing the conditions that allow crisis to emerge.




1. Introduction

Suicide is rarely the product of one isolated event.

Financial distress, relationship breakdown, serious illness, chronic pain, addiction, social isolation, bereavement, violence, humiliation, academic or occupational pressure, hopelessness, and other adverse conditions can interact to increase vulnerability. At the same time, protective factors such as social connectedness, coping ability, reasons for living, problem-solving ability, and access to support can reduce vulnerability. WHO therefore describes suicide as a multifaceted phenomenon requiring action across health, social, economic, community, and other domains. (who.int)

This creates a fundamental difficulty for prevention.

The same event does not produce the same psychological consequence in every person.

The loss of employment may be a manageable setback for one person and a devastating event for another. A relationship ending may produce temporary grief in one individual and profound destabilization in another. A serious illness may be manageable for a person with strong social support, purpose, financial security, and access to treatment while becoming overwhelming for someone who is isolated and already under severe psychological or economic pressure.

Thus, suicide prevention should consider two questions simultaneously:

What pressures are currently acting upon the individual?

and

What capacity does the individual currently possess to withstand and recover from those pressures?

The Suicide Threshold and Suicide Likelihood framework is constructed around this distinction.

The idea of an individual threshold also has some precedent in suicide research. Research concerning thresholds of unacceptable loss suggests that some individuals who have experienced suicidal behaviour report an internal tolerance limit beyond which life circumstances become subjectively intolerable. In one preliminary study, 70.8% of participants with a history of suicide attempts reported having developed such a threshold, while 63.9% reported that relatively small losses could trigger feelings that life was no longer worth living. The researchers explicitly described the findings as preliminary and called for further study. (pubmed.ncbi.nlm.nih.gov)

The present framework extends this general idea by treating the threshold not as a fixed boundary but as a potentially dynamic characteristic influenced by protective capacities and social conditions.

2. Suicide Threshold

2.1 Definition

Suicide Threshold is proposed as a multidimensional measure of an individual's relative capacity to tolerate, process, and recover from severe adversity without progressing toward suicidal crisis.

The threshold should not be understood as a literal biological line.

Nor should it be interpreted as a permanent personality trait.

It may change throughout a person's life.

An individual's capacity can increase through strengthened coping skills, meaningful relationships, physical health, purpose, successful experiences of overcoming adversity, and other protective factors. Conversely, prolonged stress, isolation, trauma, illness, addiction, exhaustion, or repeated losses may reduce protective capacity.

The threshold may also vary according to the kind of adversity involved.

Someone may be highly resilient in financial crises but exceptionally vulnerable to interpersonal rejection. Another person may function well under social stress while struggling significantly with physical illness or chronic pain.

A scientifically useful Suicide Threshold assessment must therefore measure underlying protective capacities rather than rely on superficial demographic characteristics.

3. Potential Determinants of Suicide Threshold

The original formulation identifies athletic engagement, emotional independence, emotional intelligence, and previous resilience to adversity as potential components of Threshold.

These ideas can be developed into measurable underlying domains.

Potential components include:

emotional regulation

psychological flexibility

problem-solving ability

perceived self-efficacy

tolerance of uncertainty and frustration

ability to recover following adversity

future orientation

sense of purpose

reasons for living

social connectedness

ability to seek help

perceived personal agency

stable routines

physical activity

meaningful social roles

financial and practical independence

previous successful adaptation to adversity

The objective is not to determine who is "strong" and who is "weak."

A lower Threshold should not be treated as a character defect.

A person may simply have a greater psychological sensitivity to particular circumstances.

4. Athletic Engagement and Resilience

The proposition that sustained athletic experience can contribute to a higher Suicide Threshold deserves investigation.

The original paper cites research involving 8,599 young athletes in which higher competitive participation was associated with lower rates of suicidality.

This does not establish that athletic participation itself causes a higher Suicide Threshold.

The potentially important variables may instead be the capacities developed through particular forms of athletic experience:

disciplined goal pursuit

repeated exposure to failure and recovery

delayed gratification

physical activity

structured routines

mastery and competence

social belonging

stress management

learning to function under pressure

The eventual instrument should therefore attempt to measure these underlying capacities rather than simply assign points to someone because they played sport.

5. Emotional Independence and Emotional Intelligence

The original framework also proposes emotional independence and emotional intelligence as possible contributors to Threshold.

These concepts require careful definition.

Healthy human relationships are not a weakness.

Social dependence, when understood as ordinary human interdependence, is not inherently dangerous. Indeed, social connection is an important protective factor.

The relevant construct is better understood as psychological autonomy: the ability to maintain one's sense of identity, worth, and functioning without making emotional survival entirely dependent upon a single person.

Emotional intelligence may similarly involve multiple capacities:

recognizing one's emotional state

understanding why distress is occurring

regulating intense emotions

considering alternative interpretations

distinguishing temporary emotional states from permanent conclusions

delaying irreversible decisions during periods of acute distress

seeking assistance when required

These capacities may contribute to resilience and therefore deserve empirical investigation as potential Threshold variables.

6. Suicide Likelihood

6.1 Definition

Suicide Likelihood is proposed as a dynamic measure of an individual's current accumulation of circumstances, psychological states, and behavioural conditions associated with increased vulnerability to suicidal crisis.

This differs fundamentally from Threshold.

Threshold describes protective capacity.

Likelihood describes the pressure and vulnerability currently acting upon the individual.

Likelihood should therefore be expected to change substantially over time.

An individual may move from:

financial stability to severe financial stress

relationship security to separation

good physical health to chronic illness

social connection to isolation

controlled substance use to addiction

emotional stability to prolonged hopelessness

within a matter of months.

This makes Likelihood particularly suitable for longitudinal measurement.

7. Potential Contributors to Suicide Likelihood

The original paper identifies four major contributors: financial strain, relationship struggles, health problems, and addiction.

The broader framework may assess:

financial insecurity

unemployment

severe academic or occupational pressure

relationship conflict or loss

bereavement

social isolation

chronic illness

chronic pain

disability

substance-use disorders

severe behavioural addictions

violence or abuse

housing insecurity

legal or social crises

sleep disruption

depression and other significant psychological symptoms

hopelessness

previous self-harm

previous suicide attempts

current suicidal thoughts

These should be treated as risk indicators, not deterministic predictors.

A person experiencing financial hardship is not necessarily suicidal.

A person with depression is not necessarily suicidal.

A person with an addiction is not necessarily suicidal.

The framework concerns accumulated vulnerability and changes in vulnerability, not destiny.

8. The Relationship Between Threshold and Likelihood

The central theoretical proposition is that vulnerability emerges from the interaction between the two constructs.

Conceptually:

Suicide Threshold = protective capacity

Suicide Likelihood = current accumulated vulnerability

A simplified conceptual representation is:

Vulnerability = f(Likelihood, Threshold, Acute Events, Protective Support)

The actual mathematical relationship would need to be established empirically.

Nevertheless, the conceptual model is useful:

Lower LikelihoodHigher Likelihood
Higher ThresholdRelative stabilitySignificant pressure but substantial protective capacity
Lower ThresholdLatent vulnerabilityHigh concern

The highest-concern trajectory may therefore not simply be "high Likelihood."

It may be:

Likelihood rising + Threshold falling.

This combination indicates that the pressures acting upon an individual are increasing at the same time that their ability to withstand those pressures may be deteriorating.

9. Why Longitudinal Measurement Matters

A single assessment provides a snapshot.

A sequence of assessments provides a trajectory.

Consider a hypothetical individual:

Quarter 1

Threshold: 74
Likelihood: 18

Quarter 2

Threshold: 67
Likelihood: 27

Quarter 3

Threshold: 55
Likelihood: 43

The significance lies not merely in the third result.

The person has undergone a simultaneous decline in protective capacity and increase in vulnerability.

This could be more informative than a single absolute score.

The system should therefore evaluate:

current level

change from previous assessment

long-term trend

rate of deterioration

accumulation of simultaneous stressors

recovery following intervention

emergence of acute warning indicators

The framework consequently becomes a longitudinal monitoring system, rather than simply a screening questionnaire.

10. The Three-Month Assessment

The proposed standard is that every person should be given the opportunity to complete the assessment approximately once every three months.

The important distinction is this:

The government designs and maintains the test. The individual takes the test.

The government should determine the scientific standards, validate the methodology, maintain the technological infrastructure, and ensure that the test is available to the entire population.

It should not ordinarily conduct an invisible psychological examination of citizens.

The individual should actively open the assessment, answer the questions, review the result, and determine whether to authorize additional support.

Participation should therefore include an explicit option not to take the assessment.

The reason for retaining this option is both ethical and practical.

A population-level prevention system must cultivate trust. People are more likely to answer honestly when they understand what information is being collected, why it is being collected, who can access it, and what happens after they complete the assessment.

The precise legal and policy status of participation should be determined through evidence, public consultation, and democratic process rather than assumed in advance.

11. What the Government Actually Controls

The government would have five principal responsibilities.

Standardization

It would establish the national assessment methodology.

Validation

It would ensure that the assessment is subjected to continuing scientific evaluation.

Infrastructure

It would provide the secure platform through which citizens can take the assessment.

Intervention

It would fund and coordinate services for people who require assistance, particularly those without adequate private support.

Population intelligence

It would analyze appropriately anonymized aggregate data to determine whether the country's overall conditions are improving or deteriorating.

The citizen, however, remains the person who actually takes the assessment.

This distinction is fundamental.

Government designs the instrument. The citizen performs the assessment.

12. The Assessment Must Lead to Action

The test must never become merely an information-gathering exercise.

Each outcome should correspond to an appropriate response.

Stable

The individual's protective capacity is adequate and current vulnerability is relatively low.

The system provides preventive recommendations and continues ordinary longitudinal assessment.

Vulnerable

The individual's Threshold has declined, Likelihood has increased, or important stressors are accumulating.

The system provides personalized recommendations and facilitates access to appropriate support.

High Concern

The individual shows substantial vulnerability, significant deterioration, or concerning suicide-related indicators.

The system encourages or facilitates timely professional and social intervention.

Acute Crisis

The individual reports imminent suicidal intent, serious current danger, recent serious self-harm, or another acute indicator.

The ordinary three-month cycle is immediately suspended.

The individual enters an urgent human-led crisis pathway.

No algorithmic score should override the reality of an acute crisis.

13. The Individual's Support Network

The system should also allow citizens to identify trusted people who may help them during periods of deterioration.

These could include:

family members

friends

partners

teachers

colleagues

coaches

community members

healthcare professionals

The person could determine in advance who may receive information and under what circumstances.

This creates a crucial transition:

assessment → recognition → connection → intervention

The objective is not to inform everyone that a person has been assigned a high numerical score.

It is to make it easier for another human being to notice:

"Something is wrong. I should be there."

The original proposal similarly envisioned a support-network mechanism involving family, friends, community members, and professionals.

14. Government Should Not Become a Surveillance System

A national suicide-prevention infrastructure could generate extraordinarily sensitive data.

That creates a serious danger.

A person's suicide-related assessment should never become a mechanism for:

employment discrimination

insurance discrimination

credit decisions

political profiling

criminal profiling

unnecessary policing

social stigmatization

The safest structure would separate individual identity from population-level analytical data wherever possible.

The government primarily needs to know:

How is society doing?

It does not necessarily need to know:

Which named individual has a low Threshold score?

Those are fundamentally different questions.

15. Measuring the Government's Own Performance

This is one of the most important consequences of the framework.

The assessment system would not only measure individuals.

Over time, aggregated results could measure society itself.

Suppose, across several years, a country observes:

rising financial Likelihood

declining social connectedness

increasing addiction-related vulnerability

declining average Threshold

The government could not reasonably claim that suicide prevention is succeeding merely because more helplines were created.

The population data would provide another question:

Are people's lives actually becoming more resilient?

Likewise, if reforms produce:

lower financial vulnerability

stronger social connectedness

better psychological coping

greater perceived security

higher protective capacity

then the population-level indicators could provide evidence that policy is improving the underlying conditions associated with suicide vulnerability.

The system therefore creates a feedback loop between citizens and government:

Citizens report their lived condition.

Government observes aggregated change.

Government changes policy.

Citizens reassess their condition.

The population data show whether policy appears to be working.

This turns suicide prevention into an accountability mechanism, not merely a welfare programme.

16. From Individual Risk Assessment to Public Policy

Consider a hypothetical national result.

Suppose suicide Likelihood increases primarily because of financial distress among young adults.

A government response should not simply send those individuals counselling brochures.

The data could lead to broader interventions involving:

employment policy

financial assistance

debt restructuring

housing support

educational reform

addiction treatment

healthcare access

Similarly, a large deterioration in relationship or social-connectedness indicators could motivate investment in community infrastructure and social support.

The point is that suicide prevention should address the causes generating vulnerability.

This is consistent with the public-health understanding that suicide has social, economic, psychological, and environmental determinants.

17. The Framework Creates Two Directions of Prevention

Traditional prevention often focuses primarily on reducing risk.

The proposed framework adds a second direction:

increase the Threshold.

This means society can work simultaneously to:

reduce Likelihood

and

increase protective capacity.

Reducing Likelihood could involve:

reducing financial insecurity

treating addiction

managing illness and chronic pain

reducing violence

addressing severe social isolation

improving access to mental healthcare

Increasing Threshold could involve:

strengthening coping skills

improving emotional regulation

developing problem-solving ability

increasing social connection

creating meaningful roles

improving physical health

strengthening purpose and future orientation

This makes suicide prevention a project of building resilience as well as removing danger.

18. The Most Important Scientific Limitation

The framework should not claim that athletic experience, emotional intelligence, independence, financial hardship, relationship difficulties, illness, or addiction automatically determine a person's suicide risk.

These variables are candidates for a multidimensional model.

They must be tested.

The proposed terms Suicide Threshold and Suicide Likelihood should therefore initially be treated as research constructs.

The first task is to determine whether they can be measured reliably.

The second is to determine whether they explain meaningful differences in suicidal ideation, self-harm, crisis utilization, and suicide outcomes.

The third is to determine whether acting upon the information improves outcomes.

Only then can the framework become a validated public-health instrument.

19. Scientific Validation

The development programme should proceed through empirical stages.

First, candidate dimensions and questions should be developed.

Second, psychometric research should examine reliability, validity, factor structure, and measurement invariance across populations.

Third, longitudinal cohorts should determine whether Threshold and Likelihood change in predictable ways.

Fourth, researchers should examine whether changes in the measures are associated with later suicidal behaviour and other meaningful outcomes.

Fifth, predictive performance should be compared with established suicide-risk assessment approaches.

Sixth, implementation studies should determine whether using the framework actually increases appropriate help-seeking and reduces harmful outcomes.

Finally, large-scale controlled evaluations should examine whether the intervention reduces suicide attempts and suicide mortality.

The test should therefore be treated as an evolving scientific instrument rather than as a finished algorithm.

20. The Difference Between Prediction and Prevention

There is a critical philosophical distinction at the centre of the proposal.

The objective is not:

"Predict exactly who will die by suicide."

That is an unrealistic standard.

The objective is:

"Recognize when a person's vulnerability is increasing while there is still time to change the trajectory."

That is a fundamentally different problem.

A prediction system asks:

Who will die?

A prevention system asks:

Who is deteriorating, why are they deteriorating, and what can we change?

The second question may ultimately be more useful to society.

21. A National Feedback Loop

The mature system could operate as follows:

Every three months

The citizen receives an opportunity to complete the assessment.

During the assessment

Threshold, Likelihood, trajectory, protective factors, and acute suicide indicators are evaluated.

Immediately afterward

The individual sees their own results and receives personalized guidance.

When necessary

The person can connect with family, friends, healthcare professionals, community services, or government-funded support.

At the population level

Identifiable information is protected while aggregate data reveal changes in national and regional vulnerability.

At the policy level

Government responds to the conditions producing deterioration.

At the next assessment

The system measures whether the situation has improved.

The result is a continuous public-health feedback loop:

Measure → Understand → Intervene → Change policy → Measure again.

22. A New Standard of Government Accountability

Governments routinely measure economic growth, unemployment, inflation, education, healthcare access, and mortality.

A society could eventually add another dimension:

psychological and social resilience.

A government should not merely ask:

"How much did the economy grow?"

It could also ask:

"Are people becoming more capable of coping with adversity?"

It should not merely ask:

"How many hospitals were constructed?"

It could also ask:

"Are people experiencing less debilitating psychological distress?"

It should not merely ask:

"How many suicide interventions occurred?"

It should also ask:

"Are fewer people reaching the point at which intervention becomes necessary?"

This creates a fundamentally different conception of public policy.

Government is not merely responsible for preventing death.

It is responsible for creating conditions under which people have a greater opportunity to live stable, meaningful, and resilient lives.

23. Potential Global Significance

More than 700,000 people die by suicide globally each year. Even a relatively modest reduction in mortality would therefore represent tens of thousands of lives saved annually. (who.int)

However, the framework should not claim in advance that it will reduce suicide mortality by a specific percentage.

The scientifically defensible proposition is that if the assessment can reliably identify deterioration and if timely intervention based upon that information improves outcomes, then a large-scale implementation could have substantial population-level effects.

That proposition can be tested.

If the framework proves ineffective, it should be abandoned or redesigned.

If it proves effective, its value could be enormous precisely because it would operate upstream of crisis.

24. Beyond Suicide: Measuring Whether Society Is Becoming Happier

The logic of this framework may ultimately extend beyond suicide.

At the end of the system, governments could introduce a complementary Happiness or Well-Being Assessment.

The purpose would be fundamentally different from the Suicide Threshold and Suicide Likelihood measures.

The suicide framework asks:

How vulnerable are people becoming to suicidal crisis?

A happiness and well-being framework would ask:

How well are people actually living?

Together, the two systems would create a broader measure of national social health.

A country could have a declining suicide rate while its population's happiness, purpose, connection, or life satisfaction is deteriorating.

Conversely, a country could improve its economic indicators while experiencing worsening psychological well-being.

A serious government therefore needs measures that capture not only whether people are alive, but also whether their lives are becoming more bearable, meaningful, connected, and fulfilling.

The quarterly self-assessment model could eventually provide the infrastructure for both.

The government would establish the standards.

Citizens would voluntarily participate.

Individuals would receive insight into their own condition.

Government would receive appropriately aggregated information about the condition of society.

And the results would provide something governments rarely possess with sufficient precision:

a recurring measure of whether public policy is actually improving the lived psychological condition of the population.

That would transform the framework from a suicide-prevention proposal into something broader:

a system for measuring, protecting, and ultimately improving the psychological health of society itself.

-------------------------------------------------------------------------------------------------------------------------------

Limitations of Voluntary Self-Assessment

A voluntary system creates an attrition problem: those experiencing the sharpest rise in Suicide Likelihood and decline in Suicide Threshold may be least likely to complete the assessment. Severe depression, isolation, addiction, or hopelessness can reduce motivation and executive functioning. The framework therefore cannot rely on self-assessment alone and must be complemented by families, communities, healthcare systems, and other existing points of contact.

It also faces a self-report paradox. People with reduced emotional awareness may fail to recognize their deterioration, while highly self-aware individuals may report distress more readily. Self-report should therefore remain central, but should be complemented, where appropriate, by longitudinal changes, professional judgment, and observations from trusted individuals.

Why the Existing "At Risk" Model Is Not Enough

The conventional distinction between "at risk" and "not at risk" is too static to capture the continuous nature of suicide vulnerability. A person may not currently be classified as at risk while their Suicide Threshold is falling and their Suicide Likelihood is rising. Another may have significant risk factors while possessing strong protective capacity.

Suicide prevention therefore requires more than identifying whether someone has crossed a risk threshold. It requires measuring severity, trajectory, and interaction: how vulnerable a person is, whether that vulnerability is increasing, what is driving it, and what protective factors remain. The purpose of the proposed framework is to identify deterioration before a person reaches the conventional category of "at risk."

References

  1. World Health Organization. (2025). Suicide. World Health Organization.
    https://www.who.int/news-room/fact-sheets/detail/suicide
    Supports the global burden of suicide, its multifactorial determinants, and the importance of prevention across the life course.

  2. World Health Organization. (2019). Early identification and support for everyone affected by suicide and self-harm. WHO LIVE LIFE Initiative for Suicide Prevention.
    https://www.who.int/initiatives/live-life-initiative-for-suicide-prevention/early-identification-and-support-for-everyone-affected-by-suicide-and-self-harm
    Supports early identification, follow-up, community intervention, gatekeepers, and the involvement of health and community systems.

  3. World Health Organization. (2021). LIVE LIFE: An implementation guide for suicide prevention in countries. World Health Organization.
    https://www.who.int/initiatives/live-life-initiative-for-suicide-prevention
    Supports a multisectoral suicide-prevention approach involving surveillance, monitoring, evaluation, community action, capacity building, and early identification.

  4. Capron, D. W., et al. (2022). When people die by suicide: Introducing unacceptable loss thresholds as a potential missing link between suicide readiness states and actively suicidal clinical states. Suicide and Life-Threatening Behavior.
    https://doi.org/10.1111/sltb.12820
    Supports the theoretical precedent for individual "unacceptable loss thresholds" and the finding that many people with prior suicide attempts reported identifiable thresholds preceding suicidal crises.

  5. Sparagana, P. R., Clark, V. C., Herge, W., & Stapleton, E. J. (2025). The protective role of competitive sports in reducing suicidality amongst youth athletes. Frontiers in Psychology.
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    Supports the paper's discussion of competitive athletic participation and lower observed suicidality among youth athletes. The study analyzed 8,599 patients aged 10–18.

  6. Gill, V. S., et al. (2024). Mental Health in Elite Athletes: A Systematic Review of Suicidal Behaviour as Compared to the General Population. Sports Medicine.
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    Provides broader evidence concerning suicidal behaviour among elite athletes and reports that most included studies found lower rates of suicidal ideation, attempts, or completion among athletes than in the general population, while emphasizing substantial heterogeneity and the need for further research.

  7. Van Orden, K. A., Witte, T. K., Cukrowicz, K. C., Braithwaite, S. R., Selby, E. A., & Joiner, T. E. (2010). The interpersonal theory of suicide. Psychological Review, 117(2), 575–600.
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    Supports the roles of thwarted belongingness, perceived burdensomeness, hopelessness, and acquired capability in suicidal behaviour.

  8. Chu, C., Buchman-Schmitt, J. M., Stanley, I. H., Hom, M. A., Tucker, R. P., Hagan, C. R., Rogers, M. L., Podlogar, M. C., Chiurliza, B., Ringer, F. B., Michaels, M. S., Patros, C. H. G., & Joiner, T. E. (2017). The interpersonal theory of suicide: A systematic review and meta-analysis of a decade of cross-national research. Psychological Bulletin, 143(12), 1313–1316.
    https://doi.org/10.1037/bul0000128
    Supports the empirical literature surrounding belongingness, perceived burdensomeness, and capability within the interpersonal theory of suicide.

  9. O'Connor, R. C., & Kirtley, O. J. (2018). The integrated motivational-volitional model of suicidal behaviour. Philosophical Transactions of the Royal Society B: Biological Sciences, 373(1754), 20170268.
    https://doi.org/10.1098/rstb.2017.0268
    Supports the distinction between factors involved in the development of suicidal ideation and factors involved in the transition from ideation to suicidal behaviour, including defeat, entrapment, planning, impulsivity, past behaviour, and capability.

  10. Bryan, C. J., Butner, J. E., May, A. M., Rugo, K. F., Harris, J. A., Oakey, D. N., Rozek, D. C., & Bryan, A. O. (2020). Nonlinear change processes and the emergence of suicidal behavior: A conceptual model based on the fluid vulnerability theory of suicide. New Ideas in Psychology, 57, 100758.
    https://doi.org/10.1016/j.newideapsych.2019.100758
    Supports the proposition that suicide vulnerability is dynamic and can change nonlinearly over time.

  11. Karnick, A., Brick, L., Rice, T., Williams, K., Robison, M., Edelman, S., Schatten, H., Joiner, T., & Capron, D. W. (2026). Modeling stable and dynamic vulnerabilities in suicide risk: A mechanistic test of fluid vulnerability theory in military personnel with suicidal ideation. Behaviour Research and Therapy, 202, 105052.
    https://doi.org/10.1016/j.brat.2026.105052
    Particularly relevant to the present framework because it examines the distinction between relatively stable vulnerabilities and dynamic risk processes and reports that dual-process models outperformed alternative models of suicide attempts.

  12. National Institute of Mental Health. (2025). Ask Suicide-Screening Questions (ASQ) Toolkit. U.S. National Institute of Mental Health.
    https://www.nimh.nih.gov/research/research-conducted-at-nimh/asq-toolkit-materials
    Supports the use of a brief, structured suicide-screening instrument and its acute-risk follow-up structure.

  13. National Institute of Mental Health. (2025). Ask Suicide-Screening Questions (ASQ) Suicide Risk Screening Tool.
    https://www.nimh.nih.gov/sites/default/files/documents/research/research-conducted-at-nimh/asq-toolkit-materials/asq-tool/screening-tool-asq-nimh-toolkit.pdf
    Provides the actual ASQ questions and the distinction between a positive screen and an acute positive screen.

  14. The Columbia Lighthouse Project. (2026). Columbia-Suicide Severity Rating Scale (C-SSRS): Translations.
    https://cssrs.columbia.edu/the-columbia-scale-c-ssrs/translations/
    Supports the paper's statement concerning the international availability of C-SSRS translations.

  15. World Health Organization. (2018). WHO data policy. World Health Organization.
    https://www.who.int/about/policies/publishing/data-policy
    Supports the paper's proposed principles concerning anonymization, confidentiality, ethical data use, security, consent, and protection against stigmatization and exclusion.

  16. Chaves, C. et al. (2025). “What I do not see and others see in me”: Mutual aid for suicide recovery in Colombia. International Journal of Qualitative Studies on Health and Well-being.
    https://doi.org/10.1080/17482631.2025.2461719
    Supports the discussion of mutual aid, community support, collective action, and community-based approaches to suicide prevention and recovery.

  17. Multistate study on suicide risk reduction and improving mental well-being among school and college students in India: an implementation research study protocol. (2025). Frontiers in Public Health.
    https://doi.org/10.3389/fpubh.2025.1708246
    Supports the discussion of gatekeeper training, educational institutions, early identification, referral, and community-level suicide-prevention capacity in the Indian context.

  18. Effectiveness of gatekeepers’ training for suicide prevention program among medical professionals and medical undergraduate students of a medical college from Western India. (2021).
    Supports the use of gatekeeper training to improve knowledge, attitudes, communication skills, and recognition of suicide-related distress in an Indian setting.

  19. U.S. Preventive Services Task Force. (2023). Recommendation: Depression and Suicide Risk in Adults: Screening.
    https://www.uspreventiveservicestaskforce.org/uspstf/recommendation/screening-depression-suicide-risk-adults
    Important limitation source: the Task Force concluded that evidence was insufficient to assess the balance of benefits and harms of suicide-risk screening in asymptomatic adults. This supports treating the proposed quarterly system as a hypothesis requiring empirical evaluation rather than as an already validated intervention.