Evidence map›Paper›PMID 41851674›Full record

ArticleBMC public health2026

Association between access to care and direct healthcare costs in people with and at high-risk of chronic kidney disease in the United States: a pooled cross-sectional study using the Medical Expenditure Panel Survey.

Satabdi Chatterjee, Thomas Flottemesch, Lindsay G S Bengtson, Shelby L Corman, Bonnie M K Donato

Abstract read
In one paragraph

Article in BMC public health, 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.

Satabdi ChatterjeeBoehringer Ingelheim Pharmaceuticals Inc, 900 Ridgebury Road, Ridgefield, CT, USA.
Thomas FlottemeschPrecision AQ, 2 Bethesda Metro Center, Suite 850, Bethesda, MD, USA.
Lindsay G S BengtsonBoehringer Ingelheim Pharmaceuticals Inc, 900 Ridgebury Road, Ridgefield, CT, USA.
Shelby L CormanPrecision AQ, 2 Bethesda Metro Center, Suite 850, Bethesda, MD, USA. shelby.corman@precisionaq.com.
Bonnie M K DonatoBoehringer Ingelheim Pharmaceuticals Inc, 900 Ridgebury Road, Ridgefield, CT, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundRacial and ethnic minorities and those with lower incomes are disproportionately affected by chronic kidney disease (CKD). The objectives of this study were to estimate the prevalence of access barriers in people at high risk of CKD due to type 2 diabetes mellitus (T2DM) and/or hypertension and in those with CKD, and evaluate the association between sociodemographic factors, access barriers, and healthcare costs among these populations.

methodsThis was a pooled cross-sectional analysis using data from the Medical Expenditure Panel Survey (MEPS) Household Component including participants in MEPS between 2016–2020, who were ≥ 18 years old at survey completion and had a diagnosis of CKD or kidney failure (CKD/KF cohort) or a diagnosis of T2DM and/or hypertension without CKD/KF (high-risk cohort). Access barriers included inability to pay medical bills, insurance coverage, having a usual source of care, type of usual care, and ability to schedule care when needed. The primary outcome was total annual healthcare costs (2022 US$). Multivariable regression models were estimated to assess the association of each access barrier on annual healthcare costs while controlling for other patient characteristics.

resultsThe study population consisted of 34,251 participants across the five study years (weighted sample: CKD/KF, 1,185,517; high-risk, 69,695,536). Adjusted annual healthcare costs were $25,042 (95% CI, $19,578, $30,503) higher in the CKD/KF cohort compared to the high-risk cohort. Individuals reporting an inability to pay medical bills had significantly greater annual healthcare costs in the CKD/KF cohort ($22,701; $14,465, $30,937) and in the high-risk cohort ($7,452; $5,993, $8,910) compared to those without this barrier. Being uninsured (vs insured) was associated with significantly lower costs only in the CKD/KF cohort (-$39,660; -$64,872, -$14,447). Using a hospital clinic ($17,042; $1,495, $32,589) or ED ($43,009; $33,324, $52,695) as the usual source of care was associated with higher costs compared to a non-hospital setting in the CKD/KF cohort. Having a usual source of care (vs none) and being able to schedule care appointments (vs unable) were not associated with costs in either cohort.

conclusionsPeople with CKD/KF are a vulnerable population with high healthcare costs and financial challenges in accessing appropriate medical care.

Indexed as

Health Care CostsHealth ExpendituresHealth Services AccessibilityRenal Insufficiency, ChronicAdolescentAdultAgedCross-Sectional StudiesDiabetes Mellitus, Type 2FemaleHumansHypertensionMaleMiddle AgedRisk FactorsUnited StatesAccess to healthcareChronic kidney diseaseHealthcare costsHealth disparities

Identifiers

PMID41851674
PMCPMC13112754

What Socratic holds

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LicenceCC BY-NC-ND
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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.