ArticleHealth affairs scholar2026
Medical debt and subsequent use of alternative financial services among US adults.
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.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
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
Identifiers
What OpenQuestion holds
Registered trials
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.