Case Study 2: Health Care Allocation — Utilitarian, Rawlsian, and Confucian Analyses

The Situation

The city of Lakewood (population 210,000) faces a budget crisis. The city's Department of Public Health has received a $4 million annual budget for community health programs — down from $6 million two years ago. The Director of Public Health, Dr. Maya Okonkwo, must decide how to allocate the remaining funds across programs that are, collectively, essential and insufficient.

The programs under consideration, with their current funding and estimated impact:

1. Maternal and Infant Health Program ($800,000/year) Provides prenatal care, nutrition support, and home visits for low-income pregnant women and new mothers. Currently serves 1,200 women per year. Epidemiological data: the program reduces preterm birth rates and infant mortality among the populations it serves by an estimated 22% compared to the county average. Elimination or major cuts would disproportionately affect Black and Hispanic women, who are already more likely to experience maternal and infant mortality.

2. Diabetes Prevention and Management Program ($900,000/year) Community-based education and medication access program for people with Type 2 diabetes and pre-diabetes. Serves approximately 3,500 people per year. Prevents an estimated 40 hospitalizations per year, each of which costs the health system approximately $14,000. The avoided hospitalization savings more than offset the program's cost.

3. Mental Health Crisis Response Program ($700,000/year) Mobile crisis teams that respond to mental health emergencies as an alternative to police response. Responds to approximately 2,800 calls per year. Diverts an estimated 65% of calls from emergency department use. Has not resulted in a single serious injury in three years of operation. Serves a diverse population with high proportion of chronically homeless individuals.

4. Senior Isolation Outreach Program ($600,000/year) Connects isolated elderly residents with regular contact, transportation to medical appointments, and social programming. Serves 800 seniors. Data from similar programs: reduces depression and cognitive decline; associated with 18% reduction in emergency hospitalizations in the population served.

5. School-Based Health Clinics ($900,000/year) Provides primary care and mental health services in six public schools in the lowest-income neighborhoods. Serves approximately 4,200 students per year. Provides the only regular health care access for many of these children. Reduces school absenteeism due to untreated health conditions by an estimated 11% in participating schools.

6. Substance Use Treatment Navigation ($300,000/year) Case management and treatment navigation for people seeking substance use treatment. Connects approximately 600 people per year with treatment services; without navigation, the average wait for treatment is 6 weeks (during which relapse rates are high).

The total current funding across these six programs: $4.2 million — slightly over budget. Dr. Okonkwo must find $200,000 in cuts, but is also being asked to think about how she would respond if the budget fell further, to $3.5 million (a $700,000 cut), and to develop a principled framework for making these decisions rather than an ad hoc response to each year's crisis.

Utilitarian Analysis

The utilitarian framework asks: what allocation of $4 million maximizes aggregate welfare — health outcomes, quality-adjusted life years (QALYs), economic value, or some combination — across all affected populations?

The most direct utilitarian tool is cost-effectiveness analysis: what does each program produce per dollar spent?

The Diabetes Prevention and Management Program has the most straightforward cost-effectiveness case: the 40 prevented hospitalizations save an estimated $560,000 per year in health system costs, against a $900,000 program cost — meaning the net cost to achieve all the program's benefits (not just the hospitalization savings) is approximately $340,000. This is highly cost-effective by any standard.

The Mental Health Crisis Response Program also has strong utilitarian support: diverting 65% of 2,800 calls from the emergency department, at a significantly lower cost per response than either ER or police, produces substantial savings and better outcomes for people in crisis.

The School-Based Health Clinics serve the largest population (4,200 students) of any single program and provide primary care access that, without the clinic, many children would lack entirely. The utilitarian case is strong: untreated childhood health conditions compound into adult health problems, school absenteeism tracks to long-term educational and economic outcomes, and the population served has no comparable alternative access point.

The Maternal and Infant Health Program's utilitarian case is also strong: the gap in maternal and infant mortality between the populations served and the county average means that every reduction in that gap represents lives and quality-adjusted life years at relatively low cost. The statistical value of a life prevented from dying in infancy or childhood is very high in any utilitarian calculus.

The hardest utilitarian case is for the Senior Isolation Outreach Program: the 800 seniors served is the smallest population of any program, and the outcomes (reduced depression, reduced hospitalizations) are real but not easily quantified. A strict utilitarian comparison might suggest this program is less cost-effective per dollar than the others.

What pure utilitarian analysis would recommend: If forced to find $200,000 in cuts: Reduce the Senior Isolation Outreach Program by $200,000, reducing its scope from 800 to approximately 540 seniors. This minimizes QALYs lost and is defensible on aggregate welfare grounds.

If forced to find $700,000 in cuts: A harder calculation. The utilitarian analysis would suggest maintaining the programs with the clearest cost-effectiveness data (Diabetes, Mental Health, School Clinics, Maternal Health) and making deeper cuts to Senior Isolation and Substance Use Navigation, which serve smaller populations with less precisely quantified outcomes.

The utilitarian blind spots: Pure cost-effectiveness analysis tends to favor programs serving populations who, when healthy, produce more measurable economic output — which means it can systematically undervalue programs serving the elderly, the severely mentally ill, and others at the margins of economic productivity. This is not a problem utilitarianism is incapable of addressing (aggregate welfare includes the welfare of these populations), but it requires conscious attention to ensure that QALY calculations don't embed discriminatory assumptions.

Rawlsian Analysis

The Rawlsian framework asks: what allocation would rational persons behind the veil of ignorance choose? And specifically: does the allocation benefit the least advantaged members of the community?

Behind the veil, you don't know whether you'll be a healthy upper-middle-class adult, a low-income pregnant woman, a child in a school without health care access, an elderly person living alone, someone experiencing a mental health crisis, or someone seeking substance use treatment. You also don't know your race, which is morally relevant because the programs do not affect all racial groups equally in Lakewood.

The veil generates strong support for programs serving the most disadvantaged populations — not because the veil ignores aggregate welfare, but because the worst outcomes (maternal death, infant mortality, untreated childhood illness, mental health crises without professional response) fall on the least advantaged.

The Maternal and Infant Health Program serves a population experiencing the worst health outcomes in the city. The excess maternal and infant mortality in the program's target population, compared to the city average, represents a stark inequality — and from behind the veil, where you don't know whether you're in that population, you would choose policies that reduce that gap.

The School-Based Health Clinics serve children in the lowest-income neighborhoods — the families least able to substitute private health care if the program is cut. From behind the veil, knowing you might be a child in one of these schools, you would prioritize this program highly.

The difference principle suggests a priority ordering for cuts: first cut programs that serve populations with the most alternative resources (those who, if the program were cut, would be least harmed because they can access alternatives), and last cut programs serving populations for whom there is no comparable alternative.

What the Rawlsian analysis would recommend:

The programs that would be most protected under a Rawlsian framework are those that (a) serve the least advantaged populations and (b) provide access to resources that cannot be obtained elsewhere. The Maternal and Infant Health Program and the School-Based Health Clinics clearly meet both criteria. The Substance Use Treatment Navigation also serves a highly vulnerable population with no obvious alternative.

The program most susceptible to cuts, on Rawlsian grounds, is not the Senior Isolation Program (which serves a genuinely disadvantaged population) but would require a careful assessment of which population has the most access to alternatives. Seniors in Lakewood have access to Medicare, which provides health insurance, and there are private senior services, faith community programs, and family support. This does not make the program less valuable, but it means cuts to it leave the population less unprotected than cuts to the School-Based Clinics would.

The Rawlsian tension: The veil of ignorance might seem to support maximizing the welfare of the worst-off even at the cost of significant aggregate welfare. But Rawls's second principle requires benefiting the least advantaged, not simply maximizing their welfare in isolation — programs that produce large aggregate benefits while also helping the least advantaged are not problematic under the difference principle.

Confucian Analysis

The Confucian framework does not ask primarily about principles or welfare calculations. It asks: what do the specific relationships that Lakewood's institutions have with these populations require?

The city government's relationship to its residents is, in Confucian terms, analogous to the ruler-minister relationship — asymmetric, but bidirectional. The government has power over the city's public resources; it owes those over whom it exercises that power the kind of benevolent care that ren (human-heartedness) demands.

The Confucian analysis is most useful for identifying the relational texture of the allocation decision — who is in relationship with whom, and what those relationships require.

The most acute relational obligation in the Lakewood case is to the children in the six schools. The relationship between a city and its children is one of the most morally significant relationships in any Confucian analysis: children are in a position of dependence and vulnerability that generates strong obligations on the part of the powerful. The school-based clinics are not just a cost-effective intervention — they are an expression of the city's obligation to the children in its care. Cutting them is not just a welfare calculation failure; it is a relational failure.

The intergenerational dimension: Confucian ethics takes seriously the obligations of the present to both the past and the future. The children in Lakewood's poorest schools are, in a meaningful sense, the community's future. An allocation that reduces access to their health and educational development for short-term budget reasons is a failure of the community's long-term relational obligations to its own future members.

The obligation to the elderly: The relationship between a community and its elderly members is also significant in Confucian ethics — filial piety and respect for elders are among the most emphasized virtues. The Senior Isolation Outreach Program is not just a health intervention; it expresses the community's relationship to its elders. Cutting it sends a relational message about how the community values those members.

What the Confucian framework would recommend:

Rather than optimizing across a welfare calculation, the Confucian analysis would ask: what does the community owe each group, given the relationships that exist? It would be reluctant to frame the decision as "which programs are most cost-effective?" and more inclined to ask "which relationships create obligations that the city cannot, in good conscience, fail to meet?"

This generates a somewhat different priority ordering than the utilitarian analysis: the School-Based Clinics (obligation to children), Maternal and Infant Health (obligation to families, with attention to the racial justice dimension), and Senior Isolation Outreach (obligation to elders) would all be protected, even if the cost-effectiveness calculations were less favorable than for the Diabetes or Crisis Response programs.

Synthesis: Where the Frameworks Agree and Diverge

Where the frameworks agree:

All three frameworks strongly protect the School-Based Health Clinics, the Maternal and Infant Health Program, and the Mental Health Crisis Response Program. The utilitarian case (cost-effectiveness, large populations served), the Rawlsian case (serves least advantaged, no comparable alternatives), and the Confucian case (obligation to children and vulnerable families) all converge on these programs as priorities.

All three frameworks generate more generous overall allocations than a pure budget-balancing approach would. A city that thought only about fiscal constraint would cut what's easiest to cut; all three frameworks push back against that default.

Where the frameworks diverge:

The Senior Isolation Program is valued most by the Confucian framework (obligation to elders) and least by the pure utilitarian framework (smallest population served, outcomes harder to quantify). The Rawlsian framework is in the middle: behind the veil, you don't know whether you'll be an isolated elderly person, and the program serves a genuinely disadvantaged population — but the existence of Medicare and other senior services means cuts to this program leave the population less entirely unprotected than cuts to the school clinics.

The utilitarian framework is most comfortable with the language of cost-effectiveness and QALYs; the other frameworks are more suspicious of reducing human welfare to a single metric. The Confucian and Ubuntu frameworks (not the focus of this case study, but relevant) would insist that some allocations cannot be justified by aggregate welfare calculations because they reflect relational obligations that exist independently of whether the math works out.

Dr. Okonkwo's Decision

Constrained by the $4 million budget, Dr. Okonkwo's decision framework, informed by all three analyses, might look like this:

First priority (fully protected): School-Based Health Clinics, Maternal and Infant Health, Mental Health Crisis Response. These are protected by every framework: they serve the most disadvantaged populations, have the strongest cost-effectiveness cases, and reflect the city's most fundamental relational obligations.

Second priority (protected with monitoring): Diabetes Prevention and Management, Substance Use Treatment Navigation. Both have strong utilitarian cases and serve populations with limited alternatives.

Adjustment: Senior Isolation Outreach reduced by $200,000 to $400,000, with community partnerships sought to supplement the reduced funding. The Confucian analysis resists this cut; the utilitarian analysis accepts it; the Rawlsian analysis is ambivalent. The decision to cut this program rather than others reflects a judgment about relative vulnerability of populations and availability of alternatives — a judgment that should be made transparently, acknowledged as genuinely difficult, and revisited if better alternatives emerge.

What the frameworks require of the process: All three frameworks agree on something that budget decisions often ignore: the process matters. These are not impersonal calculations — they are decisions about which community members will receive care and which will not. The communities affected by these decisions should be part of making them, not merely the subject of them.

Discussion Questions

1. The utilitarian analysis recommends cuts to the Senior Isolation Program as the most cost-effective choice. A Confucian analysis resists this. How do you adjudicate between these frameworks when they conflict? Is there a meta-principle for choosing between them?

2. The case notes that pure QALY calculations can discriminate against people at the margins of economic productivity. How should utilitarian health resource allocation address this problem without abandoning the framework's core commitments?

3. Dr. Okonkwo must justify her allocation decisions to the city council. Which framework's language do you think is most persuasive in a political context, and why? Which is most philosophically rigorous?

4. The Confucian framework emphasizes the importance of process — who is involved in the decision matters, not just the outcome. How would you design a decision process for allocating these health resources that reflects Confucian values about proper relationships and Ubuntu values about communal involvement?

5. If the budget fell to $3 million — requiring $1 million in cuts — would your framework analysis change significantly? At what level of scarcity do the different frameworks begin to generate radically different recommendations?