Evidence map›Paper›PMID 40911330›Full record

ArticleJAMA health forum2025

Measuring the Budget Impact of Nondiscriminatory Cost-Effectiveness.

Karen Mulligan, Drishti Baid, Maria-Alice Manetas, Darius N Lakdawalla

Abstract read
In one paragraph

Article in JAMA health forum, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Karen MulliganSol Price School of Public Policy, University of Southern California, Los Angeles.
Drishti BaidSol Price School of Public Policy, University of Southern California, Los Angeles.
Maria-Alice ManetasLeonard D. Schaeffer Center for Health Policy and Economics, University of Southern California, Los Angeles, California.
Darius N LakdawallaSol Price School of Public Policy, University of Southern California, Los Angeles.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: The US Inflation and Reduction Act (IRA) prohibits the Centers for Medicare & Medicaid Services (CMS) from using discriminatory methods such as cost-effectiveness analysis (CEA) that assign lower value to treating sicker and disabled persons. Generalized risk-adjusted cost- effectiveness (GRACE) provides a nondiscriminatory alternative, but the potential impact on health care budgets is unknown. Objective: To compare value-based drug prices based on traditional CEA with those based on IRA-compliant GRACE and assess the implications for health care budgets. Design and Setting: In this economic evaluation, GRACE was implemented using the direct-utility method and estimated the resulting value-based prices and total budget impact. Model inputs were derived from CEAs published by the Institute for Clinical and Economic Review (ICER) between 2014 and 2024. Data from 302 CEA results for pharmaceuticals published across 72 studies were extracted. The final analysis sample consisted of 259 observations (219 treatment-comparator pairs) across 53 distinct diseases, some of which had subgroup results. Main Outcomes and Measures: Value-based prices under GRACE and CEA were estimated. A 1-year budget impact was calculated, measured as total drug expenditures using value-based prices assuming a willingness-to-pay threshold of $150 000. The data were analyzed from October 2024 to May 2025. Results: The mean value-based prices were 7.5% higher under GRACE than under CEA (IQR, -3.9% to 9.1%). Furthermore, compared with traditional CEA, GRACE increased value-based prices for more severe diseases and decreased them for milder diseases. Twenty-four drugs (8 from the top population size quartile) cost less under GRACE; total spending was 3.3% lower under GRACE for these drugs. The remaining 45 drugs (13 from the bottom population size quartile) cost more under GRACE, resulting in 14.7% higher spending for these drugs. Taken together, GRACE increased the total budget by 2%.. Conclusions and Relevance: This economic evaluation found that although GRACE does increase value-based prices on average, the net effect on total health care spent is minimal, in part because resources are redistributed toward more severe, less prevalent illnesses.

Indexed as

BudgetsCost-Benefit AnalysisDrug CostsCenters for Medicare and Medicaid Services, U.S.HumansUnited States

Identifiers

PMID40911330
PMCPMC12413641

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