The Student Council's Algorithmic Budget Cut
A student council at a large secondary college must cut $18,000 from its activities budget. The council proposes using a simple scoring rubric: each activity is rated on participation (number of students involved), cost per participant, and 'visibility' (how much the activity raises the college's profile). Using this rubric, the council's draft ranking proposes cutting the entire budget for the disability support group's social program, the debating team's travel, and the lunchtime art club, while retaining the robotics team and the annual formal.
A council member objects that the rubric 'just measures what is easy to count' and that the disability support group serves twelve students who have few alternatives. Another replies that if exceptions are made for every group, the rubric is pointless and the process becomes arbitrary. The principal has said she will accept the council's recommendation only if the council can show the process was fair.
1. Is the council's rubric a fair procedure? Distinguish procedural fairness from substantive fairness in your answer.
Read the worked answer
Procedural fairness concerns how the decision is reached: were all affected parties consulted, were the criteria public, was there a chance to contest, were decision-makers unbiased? Substantive fairness concerns the outcome: does the distribution of benefits and burdens match what justice requires?
A rubric can be procedurally fair - applied consistently, published in advance, open to appeal - and still be substantively unfair. Here the criteria (participation, cost per participant, visibility) are transparent and consistently applied, which supports procedural fairness. But their content embeds a value judgement: 'visibility' favours activities that promote the college's image, and 'participation' favours large groups. Neither criterion tracks the interests of students with fewer alternatives.
The council member's objection is therefore not a demand for arbitrary exceptions; it is a substantive challenge to the criteria. The principal's condition - show the process was fair - is only partly met, because a fair procedure applied to biased criteria can produce a systematically unfair result.
2. The second member argues that allowing exceptions makes the process arbitrary. Assess this argument.
Read the worked answer
The argument has real force but overreaches. Its valid core: if decisions are made by unconstrained discretion, outcomes depend on who lobbies loudest, and that is arbitrary in the sense of being unprincipled and unpredictable.
But the conclusion - that any exception is arbitrary - does not follow. There is a middle path: build the relevant concern into the criteria rather than making case-by-case exceptions. For example, add a criterion such as 'availability of alternative provision' or 'equity weighting for students with limited access to other activities.' This is not an exception; it is a revision of the rule, applied to all groups, and it can be justified publicly.
The distinction matters: rule-based consistency requires treating like cases alike, but it does not require that the initial rule be beyond criticism. Revising a rule for stated reasons is consistent; quietly exempting a favoured group is not. The second member's argument is sound against ad hoc exemptions and unsound against principled rule revision.
3. What would it mean to say the council's decision is 'legitimate' even if some students reasonably disagree?
Read the worked answer
Legitimacy is not the same as unanimous agreement. A decision can be legitimate if it was reached through a process that gave affected parties a genuine voice, used publicly defensible criteria, and remains open to challenge and revision.
In this case, legitimacy would require at minimum: (a) publishing the criteria before ranking; (b) hearing from the disability support group about alternatives available to its members; (c) recording reasons for the final ranking; and (d) setting a review point.
This connects to a broader idea in political philosophy: outcomes carry authority when the procedure respects persons as participants, not merely as objects of a calculation. Students who lose funding can reasonably disagree with the outcome while still accepting it as legitimate, provided they had a fair chance to shape the criteria. If, by contrast, the criteria were fixed in advance with no consultation, the losers have grounds to reject the decision as imposed rather than shared - and the principal's condition would not be satisfied.