Evidence map›Paper›PMID 40720123›Full record

ArticleJAMA network open2025

Type 2 Diabetes and Financial Outcomes.

Matthew Pesavento, Cäzilia Loibl, Stephanie Moulton, Donald Haurin, Madison Hyer, Djhenne Dalmacy, Joshua J Joseph

Abstract read
In one paragraph

Article in JAMA network open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

7 authors.

Matthew PesaventoThe Ohio State University, Columbus.
Cäzilia LoiblThe Ohio State University, Columbus.
Stephanie MoultonThe Ohio State University, Columbus.
Donald HaurinThe Ohio State University, Columbus.
Madison HyerThe Ohio State University, Columbus.
Djhenne DalmacyThe Ohio State University, Columbus.
Joshua J JosephThe Ohio State University, Columbus.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Type 2 diabetes is common and associated with negative financial health. Objective: To investigate the association of type 2 diabetes with adverse financial outcomes and identify patient groups at risk. Design, Setting, and Participants: This economic evaluation study analyzed electronic health records linked to credit records of adults aged 18 years or older with at least 1 medical encounter at a primary care medical center in Ohio from October 1, 2017, to December 31, 2021. Patient health records were included if they reported a glycated hemoglobin value, diagnostic code for type 2 diabetes, or a prescription for antidiabetic medications. Exposure: Type 2 diabetes. Main Outcome and Measures: The main outcome was adjusted probability of any adverse financial outcomes, below-prime credit score, nonmedical and medical debt in collections, delinquent debt, debt charge-offs, bankruptcy filing, and foreclosure. Adjustments included age, sex, race, Hispanic ethnicity, wage earnings, health insurance type, exposure period, and quarter-year indicators. Results: The study population included 166 285 patients (mean [SD] age, 52.3 [15.3] years; 55.0% female; 0.2% of American Indian or Alaska Native or Native Hawaiian or Pacific Islander, 3.5% Asian, 19.1% Black, and 73.2% White race; 0.8% identifying as multiracial; 2.1% of Hispanic and 97.9% of non-Hispanic ethnicity), of whom 41.7% were diagnosed with type 2 diabetes. In the analytic sample, 50.8% lacked earned income, and 32.6% had Medicare coverage. For patients with vs without diabetes, estimated probabilities were significantly higher for any adverse financial outcomes (64.5% [95% CI, 64.1%-64.9%] vs 49.9% [95% CI, 49.6%-50.2%]), below-prime credit score (59.7% [95% CI, 59.3%-60.1%] vs 45.9% [95% CI, 45.6%-46.2%]), medical collections (36.9% [95% CI, 36.5%-37.3%] vs 23.9% [95% CI, 23.7%-24.2%]), nonmedical collections (38.4% [95% CI, 38.0%-38.8%] vs 27.7% [95% CI, 27.5%-28.0%]), delinquent debt (23.3% [95% CI, 22.9%-23.7%] vs 15.6% [95% CI, 15.4%-15.8%]), debt charge-offs (15.4% [95% CI, 15.1%-15.8%] vs 10.1% [95% CI, 9.9%-10.2%]), bankruptcy filings (2.1% [95% CI, 2.0%-2.3%] vs 1.4% [95% CI, 1.3%-1.5%]), and foreclosures (0.5% [95% CI, 0.5%-0.6%] vs 0.3% [95% CI, 0.2%-0.4%]). Patients with diabetes experienced more adverse financial outcomes (1.9 vs 1.2) and had lower credit scores (mean [SE], 618.7 [0.4] vs 664.2 [0.5]) than those without diabetes. For patients with vs without diabetes, the maximum amount of nonmedical debt in collection was higher ($1875 [95% CI, $1834-$1916] vs $1361 [95% CI, $1333-$1389]), as was delinquent debt ($11 387 [95% CI, $10 796-$11 977] vs $7630 [95% CI, $7305-$7955]). The adjusted prevalence of adverse financial outcomes was higher among patients of Black race, enrolled in Medicaid, of Hispanic ethnicity, younger than 65 years, without earned income, and of female sex. Conclusions and Relevance: This economic evaluation of patient health records linked to credit records and wage earnings shows a positive association of type 2 diabetes with adverse financial outcomes. These findings suggest that patients with type 2 diabetes may experience substantially more adverse financial outcomes compared with patients without diabetes, highlighting the need to consider patient financial health when treating type 2 diabetes, particularly for patient groups at higher risk.

Indexed as

Diabetes Mellitus, Type 2AdultAgedEthnicityFemaleHumansIncomeMaleMiddle AgedOhioRacial Groups

Identifiers

PMID40720123
PMCPMC12305386

What Socratic holds

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Registered trials

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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 Socratic graph.