Evidence map›Paper›PMID 41684398›Full record

ArticleFrontiers in public health2026

Additional hospitalization costs associated with delirium among older adults: evidence from the Medicare Current Beneficiary Survey.

Emmanuel E Garcia Morales, Mfon E Umoh, Kayti Luu, Esther S Oh, Nicholas S Reed

Abstract read
In one paragraph

Article in Frontiers in 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.

Emmanuel E Garcia MoralesOptimal Aging Institute. Department of Population Health, NYU Grossman School of Medicine, New York, NY, United States.
Mfon E UmohDepartment of Medicine, Division of Geriatric Medicine and Gerontology, The Johns Hopkins University School of Medicine, Baltimore, MD, United States.
Kayti LuuDepartment of Obstetrics and Gynecology, University of Hawaii John A Burns School Medicine, Honolulu, HI, United States.
Esther S OhDepartment of Medicine, Division of Geriatric Medicine and Gerontology, The Johns Hopkins University School of Medicine, Baltimore, MD, United States.
Nicholas S ReedOptimal Aging Institute. Department of Population Health, NYU Grossman School of Medicine, New York, NY, United States.

Funding

Remote Data Enclave Core (RDEC)P30AG066587 · NIA · JOHNS HOPKINS UNIVERSITY · PI Kali St. Marie Thomas · 2020 to 2026
$6.7M
Addressing Hearing Loss as a Common Unmet Contributor to Neuropsychiatric SymptomsR01AG076525 · NIA · JOHNS HOPKINS UNIVERSITY · PI CARRIE L NIEMAN, Esther Seunghee Oh · 2022 to 2026
$3.9M
Health Services and Outcomes Research for Aging PopulationsT32AG066576 · NIA · JOHNS HOPKINS UNIVERSITY · PI CYNTHIA Melinda BOYD, Jennifer L. Wolff · 2020 to 2026
$3.8M
CTSA K12 Program at Johns HopkinsK12TR004925 · NCATS · JOHNS HOPKINS UNIVERSITY · PI KHALIL G GHANEM · 2025 to 2026
$3.2M
Summer Research Training in Aging for Medical StudentsT35AG026758 · NIA · JOHNS HOPKINS UNIVERSITY · PI Stephanie Nothelle, Sevil Yasar · 2005 to 2026
$1.9M
The Role of Hearing Loss in Health Care Outcomes.K23AG065443 · NIA · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI REED, NICHOLAS SALVATORE · 2020 to 2024
$943k
NCATS NIH HHS K12 TR004925NIA NIH HHS K23 AG065443NIA NIH HHS P30 AG066587NIA NIH HHS R01 AG076525NIA NIH HHS T32 AG066576NIA NIH HHS T35 AG026758
6 · The paper itself

Abstract

Introduction: Delirium, an acute state of confusion and inattention, affects over 7 million hospitalized adults in the United States (US) annually. Health care costs associated with delirium in the US have been estimated from prospective observational cohorts of hospitalized older adults, but these estimates may be skewed based on the community examined. Therefore, there is a need for estimates from nationally representative data. Methods: Additional expenditures associated with experiencing delirium during hospitalization were estimated after analyzing all inpatient claims from the 2019-2021 Medicare Current Beneficiary Survey (MCBS) research claim files. Hospital expenditure was calculated as the total charges for all services included in the institutional claim and total Medicare payments. Delirium during hospitalization was ascertained based on ICD-9 and ICD-10 codes from hospital claims data. We estimated the excess cost associated with delirium using a mixed-effects linear model with a random intercept at the individual level adjusting for demographic and health characteristics of patients. Results: In a sample of 2,599 Medicare beneficiaries (mean age 78.4 years, 52.9% female, 81.8% White), we identified a total of 5,677 hospitalization claims. A total of 286 (11.0%) participants experienced at least one delirium episode. In fully adjusted models, delirium was associated with $8,110 (95% confidence interval, CI: $1,860, $14,360) additional hospital charges and $1,631(95% CI: $527, $2,735) additional Medicare payments, compared to hospitalization without delirium. Delirium was more costly among participants with ADRD than those with no history of ADRD. Discussion: Findings from this nationally representative dataset show that delirium during hospitalization is associated with higher health care costs. As delirium is considered a modifiable risk factor for dementia, another condition with significant associated healthcare costs, these expenses may be preventable. Additional research is needed to understand the economic impact of delirium prevention and intervention.

Indexed as

DeliriumHospitalizationMedicareAgedAged, 80 and overFemaleHumansMaleUnited StatesAlzheimer’s diseasedeliriumdementiahealth care costshealthcare utilization

Identifiers

PMID41684398
PMCPMC12891191

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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.