Evidence map›Paper›PMID 42271297›Full record

ArticleBMC nephrology2026

Healthcare expenditures associated with cardiovascular, chronic kidney, and diabetic conditions, 2021-2023.

Devki Patel, Holly J Kramer, Abigail Silva, Fares Qeadan, Talar W Markossian

Abstract read
In one paragraph

Article in BMC nephrology, 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
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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

5 authors.

Devki PatelDepartment of Public Health Sciences, Loyola University Chicago, 2160 S. First Ave, Maywood, IL, 60153, USA. devkipatel0519@gmail.com.
Holly J KramerDepartment of Public Health Sciences, Loyola University Chicago, 2160 S. First Ave, Maywood, IL, 60153, USA.
Abigail SilvaDepartment of Public Health Sciences, Loyola University Chicago, 2160 S. First Ave, Maywood, IL, 60153, USA.
Fares QeadanDepartment of Public Health Sciences, Loyola University Chicago, 2160 S. First Ave, Maywood, IL, 60153, USA.
Talar W MarkossianDepartment of Public Health Sciences, Loyola University Chicago, 2160 S. First Ave, Maywood, IL, 60153, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe rising burden of Type 2 diabetes mellitus (DM), heart disease, and chronic kidney disease (CKD) is associated with substantial healthcare expenditures among U.S. adults. We described total healthcare, out-of-pocket (OOP) healthcare, and OOP prescription medication expenditure among individuals with DM, heart disease, CKD, or ≥ 2 of these conditions.

methodsWe pooled data from the 2021, 2022, and 2023 Medical Expenditure Panel Survey (MEPS). DM, heart disease, and CKD were identified using ICD-10 codes in the Medical Conditions file. The analytic sample included adults with DM only (n = 4805), heart disease only (n = 3229), CKD only (n = 44), or ≥ 2 of these conditions (n = 1423). Generalized linear and two-part models were used to estimate the predicted mean annual total healthcare expenditure and OOP prescription medication expenditure associated with these conditions, adjusting for participants' socio-demographic characteristics.

resultsParticipants with DM only, heart disease only, and CKD only represented 50.57%, 33.99%, and 0.46% of the sample, respectively; 14.98% had ≥ 2 conditions. Approximately half of the participants were female (~ 49.61%), about half were ≥ 65 years (60.18%), most were non-Hispanic White (62.49%), and nearly two-fifths lived in the South (39.17%). Adjusted mean OOP prescription medication expenditure was lowest among adults with CKD only ($341.87; 95% CI: $184.12 - $499.61) and highest among those with ≥ 2 conditions ($679.01; 95% CI: $584.21 - $773.95). However, CKD estimates should be interpreted with caution because of uncertainty due to low sample size. Adjusted mean total healthcare expenditure was lowest among adults with DM only ($15,481.31, 95% CI: 14,545.56-16,417.09) and highest among those with ≥ 2 conditions only ($30,618.53, 95% CI: 27,900-33,336.78 3).

conclusionsMultimorbidity (≥ 2 conditions) is a growing problem in the U.S. and was associated with the highest annual total healthcare and OOP prescription medication expenditure among U.S. adults, highlighting the need for targeted financial and clinical interventions for this high-burden group.

Indexed as

Cardiovascular DiseasesDiabetes Mellitus, Type 2Health ExpendituresHeart DiseasesRenal Insufficiency, ChronicAdultAgedFemaleHumansMaleMiddle AgedUnited StatesChronic conditionsExpenditureMultimorbidityOut-of-pocket

Identifiers

PMID42271297
PMCPMC13480066

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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.