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Economic Policy

The Life-Cycle Inconsistency at the Center of U.S. Saving Policy

RAP, ACA subsidies, and the federal tax code create powerful incentives for pre-tax saving—at the cost of higher taxes and reduced flexibility decades later.

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David Bernstein
Nov 19, 2025
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AGI-linked programs make pre-tax saving unusually valuable for workers—but dangerous for retirees. This article explains how RAP, ACA subsidies, Social Security taxation, and IRMAA interact to create a hidden marginal tax system across the life cycle.

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Recent shifts in U.S. income-linked benefit systems have created a widening divergence between the incentives workers face when saving during their earning years and the challenges they encounter in retirement. Programs such as the Affordable Care Act premium tax credit schedule, income-driven student-loan repayment formulas—particularly the forthcoming Repayment Assistance Plan (RAP)—and the federal tax code all tie benefits, premiums, or required payments directly to adjusted gross income (AGI). Because pre-tax savings reduce AGI, workers often experience liquidity gains that far exceed traditional tax savings alone. For many individuals near ACA subsidy cliffs or RAP tier boundaries, modest pre-tax contributions can generate large discontinuous decreases in health-insurance premiums or student-loan payments. From the household’s perspective, these additional ACA premiums and RAP payments operate exactly like implicit taxes, raising effective marginal tax rates far above the statutory brackets.

These working-year incentives, however, create a life-cycle inconsistency: households that optimize their liquidity by relying heavily on traditional, AGI-reducing accounts often enter retirement with portfolios dominated by taxable assets. Once Social Security begins, retirees face a set of non-indexed thresholds—Social Security benefit taxation, Medicare IRMAA surcharges, and required minimum distributions (RMDs)—that amplify the tax burden associated with traditional withdrawals. Because these thresholds do not adjust with inflation, retirees must increase nominal withdrawals over time simply to maintain a constant real standard of living, which in turn accelerates the taxation of Social Security benefits and increases exposure to IRMAA. Retirees with large traditional-account balances have little ability to manage these dynamics because almost every withdrawal increases AGI and triggers additional tax or premium consequences.

Retirees with mortgage obligations or other fixed nominal expenses are particularly sensitive to these pressures, as meeting those obligations requires higher taxable withdrawals, pushing modified adjusted gross income upward and creating a feedback loop of rising taxes and premiums. Because Roth withdrawals are not taxed and do not enter MAGI, Roth assets become especially valuable whenever a retiree faces a mortgage or any anticipated expense that forces higher distributions. In the absence of Roth balances, these higher withdrawals must come from traditional accounts and are fully taxable, accelerating Social Security benefit taxation, increasing Medicare IRMAA exposure, and compressing real after-tax resources. Roth assets function as a stabilizing instrument in this environment because Roth withdrawals do not raise MAGI, do not increase the taxable share of Social Security benefits, and do not trigger IRMAA surcharges.

Taken together, these findings highlight a structural misalignment between U.S. saving incentives in working years and the tax and benefit environment facing retirees. Workers responding rationally to RAP formulas, ACA premium rules, and federal tax provisions may maximize liquidity today at the cost of sharply reduced flexibility decades later. The analysis suggests several implications: the importance of mortgage elimination before retirement, the potential advantages of accumulating at least a baseline level of Roth assets, the role of early-retirement Roth conversions, and the need for reform to smooth AGI-linked cliffs and discontinuities. More broadly, the interaction of AGI-based programs across the life cycle underscores the need for policy designs that do not force households to choose between short-term liquidity and long-term financial resilience.

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Liquidity Today, Tax Traps Tomorrow: AGI-Linked Programs, Pre-Tax Saving, and the Erosion of Flexibility in Retirement

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Abstract: This paper analyzes how three AGI-linked systems—the ACA premium tax credit schedule, income-driven student-loan repayment formulas, and federal tax rules—jointly distort household saving choices. For many workers, small AGI differences generate steep implicit marginal tax rates, making pre-tax saving highly valuable for short-term liquidity even when Roth saving would improve long-run retirement flexibility. Using stylized household models, the paper quantifies these liquidity effects and contrasts them with the growing tax advantages of Roth assets in retirement as Social Security taxation, Medicare IRMAA thresholds, and RMDs become binding. The results highlight a life-cycle inconsistency in U.S. saving incentives and suggest avenues for aligning working-year and retirement-year policy design.

Section One: Introduction

A preliminary version of the full paper is available for paid subscribers. The price of an annual subscription with this coupon is $30.

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