Evidence map›Paper›PMID 42540058›Full record

ArticleHealth affairs scholar2026

Medical debt and subsequent use of alternative financial services among US adults.

Hridika Shah, Kyle J Moon, Katherine Miller, Sandro Galea, Catherine K Ettman

Abstract read
In one paragraph

Article in Health affairs scholar, 2026. 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

5 authors.

Hridika ShahDepartment of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, United States.ORCID https://orcid.org/0000-0002-1727-1929
Kyle J MoonDepartment of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, United States.ORCID https://orcid.org/0000-0003-0655-0583
Katherine MillerDepartment of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, United States.ORCID https://orcid.org/0000-0002-6726-2369
Sandro GaleaOffice of the Dean, Andrew M and Jane M Bursky School of Public Health, Washington University in St. Louis, St. Louis, MO 63130, United States.
Catherine K EttmanDepartment of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, United States.ORCID https://orcid.org/0000-0002-4827-5383

Funding

NIDA Epidemiology Training Program: Johns Hopkins UniversityT32DA007292 · NIDA · JOHNS HOPKINS UNIVERSITY · PI RENEE M. JOHNSON, Brion S Maher · 1993 to 2026
$17.7M
Integrating data for causal inference in behavioral healthT32MH122357 · NIMH · JOHNS HOPKINS UNIVERSITY · PI Rashelle Jean Musci, Elizabeth A. Stuart · 2020 to 2026
$1.8M
Economic precarity, costs, and continuity of mental health careK01MH137318 · NIMH · JOHNS HOPKINS UNIVERSITY · PI Catherine K Ettman · 2025 to 2026
$728k
NIDA NIH HHS T32 DA007292NIMH NIH HHS K01 MH137318NIMH NIH HHS T32 MH122357
6 · The paper itself

Abstract

Introduction: Medical debt is persistent among adults in the United States, challenging an individual's ability to meet other financial obligations. However, less is known about financial wellbeing impacts beyond the traditional banking system. Methods: We conducted a prospective longitudinal study to investigate the association between medical debt and subsequent use of alternative financial services, including buy now, pay later loans, payday loans, and cash advance products, using a nationally representative sample of 2021 adults from the Cumulative Life Stressors Impact on Mental Health and Well Being Study 2023-2025. Results: Of the analytic sample, 451 (22.3% weighted) had ever reported medical debt, and 477 individuals (23.9% weighted) reported subsequent alternative financial service use. Having any medical debt in the baseline year was associated with a 11.9% point [95% CI: 7.3, 16.6] increase in the probability of subsequent alternative financial service use. This finding was significant for those with $500 to $999, $1000 to $2,499, and more than $5000 in medical debt at baseline. Conclusion: Individuals with medical debt are more likely to report using alternative financial services, reflecting a broader cycle in which health challenges and costly medical care are associated with financial precarity and poorer health.

Indexed as

alternative financial servicesfinancial hardshiphealth care affordabilitymedical debt

Identifiers

PMID42540058
PMCPMC13425098

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

None linked

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.