Evidence map›Paper›PMID 41020427›Full record

ArticleResearch in nursing & health2026

The Impact of Nurse Staffing and Education on 30-Day Mortality Among Patients Hospitalized for Acute Kidney Injury.

Christin Iroegbu, Anne Kutney-Lee, Jesse Chittams, Sheridan Leak, Margo Brooks-Carthon

Abstract read
In one paragraph

Article in Research in nursing & health, 2026. 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. Nursing Education Pathways in Europe and the Politics of Educational Standards: A Call to Action.Journal of nursing scholarship : an official publication of Sigma Theta Tau International Honor Society of Nursing · 2026
    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

5 authors.

Christin IroegbuUniversity of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA.ORCID 0000-0002-1979-5195
Anne Kutney-LeeUniversity of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA.
Jesse ChittamsUniversity of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA.
Sheridan LeakSaint Joseph's University, Philadelphia, Pennsylvania, USA.
Margo Brooks-CarthonUniversity of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA.

Funding

ADVANCED TRAINING IN NURSING OUTCOMES RESEARCHT32NR007104 · NINR · UNIVERSITY OF PENNSYLVANIA · PI JACQUELINE MARGO BROOKS CARTHON, EILEEN T LAKE · 1999 to 2026
$11.6M
NINR NIH HHS T32 NR007104This study was funded by the Leonard Davis Institute for Health Economics and supported by the National Institute of Nursing Research under Award Number T32NR007104.
6 · The paper itself

Abstract

Acute kidney injury (AKI) affects approximately 20% of hospitalized patients and is associated with higher mortality, extended hospital stay, and increased costs. While various strategies have been proposed to improve AKI management, the impact of nursing resources on AKI outcomes has not been explored. We sought to examine the association between nursing resources and 30-day mortality among patients hospitalized with AKI. Using a cross-sectional study design, we linked data from the CMS Medicare Provider Analysis and Review file, American Hospital Association Annual Survey, and RN4CAST-NY/IL survey of registered nurses. We identified 24,368 Medicare beneficiaries aged 18-99 years with a primary diagnosis of AKI hospitalized in 155 hospitals in New York and Illinois in 2021. The primary outcome was 30-day mortality. Key independent variables included nurse staffing (patient-to-nurse ratio) and nurse education (proportion of nurses holding a bachelor's degree or higher). Covariates were patient demographics, comorbidities, and hospital characteristics. The 30-day mortality rate was 10.5%. In adjusted logistic regression models, each additional patient per RN increased the odds of 30-day mortality by 7% (OR = 1.07, 95% CI [1.01-1.13], p < 0.05). For each 10-point increase in the proportion of nurses with a bachelor's degree or higher, the odds of 30-day mortality decreased by 9% (OR = 0.91, 95% CI [0.88-0.95], p < 0.001). Better nurse staffing and higher proportions of nurses with a bachelor's degree or higher are associated with lower 30-day mortality among patients hospitalized with AKI. These findings underscore the significance of nursing in AKI outcomes and suggest that hospitals should prioritize investing in nursing resources to enhance AKI outcomes.

Indexed as

Acute Kidney InjuryHospital MortalityNursing Staff, HospitalPersonnel Staffing and SchedulingAdolescentAdultAgedAged, 80 and overCross-Sectional StudiesFemaleHospitalizationHumansIllinoisMaleMedicareMiddle Agedacute kidney failureacute renal failurehospital mortalitynurse staffingnursingnursing education

Identifiers

PMID41020427
PMCPMC12779211

What OpenQuestion holds

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LicenceCC BY
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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 OpenQuestion graph.