Evidence map›Paper›PMID 41384265›Full record

ArticleFrontiers in health services2025

Improvement in physical and mental health attributable to the affordable care act.

Jangho Yoon, Beth Hawks

Abstract read
In one paragraph

Article in Frontiers in health services, 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
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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

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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

2 authors.

Jangho YoonDepartment of Preventive Medicine and Biostatistics, School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States.
Beth HawksDepartment of Preventive Medicine and Biostatistics, School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The Affordable Care Act (ACA) represents the most comprehensive U.S. health reform since Medicare and Medicaid. However, evidence on its impact on population health in the general U.S. population, particularly mental health, remains limited. Methods: We analyzed a nationally representative sample of non-elderly adults aged 18-64 from the Medical Expenditure Panel Survey (2007-2019). Outcomes included two health-related quality of life (HRQOL) measures derived from the SF-12 v2: physical component summary (PCS) and mental component summary (MCS) scores. Using conditional-mean and quantile-regression difference-in-differences models, we examined the effect of the ACA by comparing pre-post changes in PCS and MCS scores among non-elderly adults relative to counterfactuals from TRICARE beneficiaries not subject to ACA provisions. Results: Our conditional-mean DID estimates indicate that the ACA was associated with a 2.7% increase in PCS scores among non-elderly adults during 2011-2013. Although statistically insignificant, MCS scores exhibited increases of growing magnitude following the implementation of the major ACA major provisions in 2014. Notably, simultaneous-quantile DID estimates suggest that the increases in PCS and MCS scores attributable to the ACA were concentrated among individuals with relatively lower health levels, particularly those around the 30th to 60th percentiles of the score distributions. Discussion: Findings indicate that the ACA led to measurable gains in physical and mental health, particularly among relatively lower-middle levels of physical and mental health. Policymakers assessing the value of the ACA, or more generally debating the value of expanding access to health insurance in the population, should consider these positive gains in population health.

Indexed as

affordable care actdifference-in-differenceshealth care reformhealth outcomesquantile regression

Identifiers

PMID41384265
PMCPMC12689885

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.