Patterns of Readmission and Death after Admission with AKI: A Data-Linkage Study

Background: Despite episode-level data, and health-service level studies, patient-level incidence of AKI across Australia or its major jurisdictions has not been characterized to date. Important outcomes including discharge to residential aged care, hospital readmission, and mortality remain undefined. Data linkage allows clarification of patient-level outcomes across a jurisdiction to permit system-level policy and planning and potentially refine resource allocation. Methods: Data linkage analysis of jurisdiction-wide administrative data in Victoria, Australia. The study linked the Victorian Admitted Episodes Dataset (VAED), Victorian Death Index (VDI), Victorian Integrated Non-admitted Health (VINAH), and Victorian Cancer Registry (VCR) in July 2016 to June 2017. Index admissions with AKI were defined with follow up to 36 months. Results: 2,817,000 admissions were complicated by AKI in 198,966 (7.1%) episodes of care in Victorian hospitals. 38,033 individual adult patients accounted for the 96,549 AKI episodes identified in adults admitted overnight to acute care. AKI incidence was greatest amongst elderly (age ≥75 years; 57.6%), overseas-born, and comorbid patients, but paradoxically less amongst socioeconomically disadvantaged patients. Inpatient mortality complicated 1,984 (5.2%) of the index admissions. Most AKI survivors were readmitted [23,757 (65.9%)] at least once (median 3, range 0 – 33), and a majority [20,244 (85.2%)] experienced recurrent AKI within 12 months. At 12-months, overall mortality was 27.2%, and 22.9% amongst survivors of the index episode with 28.0% of these deaths within 30 days. At 3 years, overall mortality was 46.2%. Cancer was the leading cause of death followed by cardiovascular disease, sepsis, dementia, and kidney failure. Conclusion: Despite likely underreporting of AKI in Victoria, AKI was a commonly reported and relapsing condition of predominantly elderly patients. An index episode of AKI was associated with recurrent admission and recurrent AKI in most patients. Discharge to a residential aged care facility was common. AKI was associated with high mortality, most commonly attributable to cancer rather than cardiovascular disease. Education, interventional studies, and policy can better reflect the epidemiology of AKI. Further analysis should clarify previously unexplored interactions between AKI, cancer, residential aged care, avoidable readmission, and mortality.

Authors

Institutions

Publication Details

Journal
Journal of the American Society of Nephrology
Published
2024-10-01
DOI
https://doi.org/10.1681/asn.20247fqz1rmc
Primary Topic
Machine Learning in Healthcare
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Patterns of Readmission and Death after Admission with AKI: A Data-Linkage Study

Timothy J. Pianta, Zena Barakat
Journal of the American Society of Nephrology
Machine Learning in Healthcare
article

Patterns of Readmission and Death after Admission with AKI: A Data-Linkage Study

Timothy J. Pianta, Zena Barakat
article en

Abstract

Background: Despite episode-level data, and health-service level studies, patient-level incidence of AKI across Australia or its major jurisdictions has not been characterized to date. Important outcomes including discharge to residential aged care, hospital readmission, and mortality remain undefined. Data linkage allows clarification of patient-level outcomes across a jurisdiction to permit system-level policy and planning and potentially refine resource allocation. Methods: Data linkage analysis of jurisdiction-wide administrative data in Victoria, Australia. The study linked the Victorian Admitted Episodes Dataset (VAED), Victorian Death Index (VDI), Victorian Integrated Non-admitted Health (VINAH), and Victorian Cancer Registry (VCR) in July 2016 to June 2017. Index admissions with AKI were defined with follow up to 36 months. Results: 2,817,000 admissions were complicated by AKI in 198,966 (7.1%) episodes of care in Victorian hospitals. 38,033 individual adult patients accounted for the 96,549 AKI episodes identified in adults admitted overnight to acute care. AKI incidence was greatest amongst elderly (age ≥75 years; 57.6%), overseas-born, and comorbid patients, but paradoxically less amongst socioeconomically disadvantaged patients. Inpatient mortality complicated 1,984 (5.2%) of the index admissions. Most AKI survivors were readmitted [23,757 (65.9%)] at least once (median 3, range 0 – 33), and a majority [20,244 (85.2%)] experienced recurrent AKI within 12 months. At 12-months, overall mortality was 27.2%, and 22.9% amongst survivors of the index episode with 28.0% of these deaths within 30 days. At 3 years, overall mortality was 46.2%. Cancer was the leading cause of death followed by cardiovascular disease, sepsis, dementia, and kidney failure. Conclusion: Despite likely underreporting of AKI in Victoria, AKI was a commonly reported and relapsing condition of predominantly elderly patients. An index episode of AKI was associated with recurrent admission and recurrent AKI in most patients. Discharge to a residential aged care facility was common. AKI was associated with high mortality, most commonly attributable to cancer rather than cardiovascular disease. Education, interventional studies, and policy can better reflect the epidemiology of AKI. Further analysis should clarify previously unexplored interactions between AKI, cancer, residential aged care, avoidable readmission, and mortality.

Journal of the American Society of NephrologyVol. 35(10S)
Northern Health (AU)
Gender equality
Openalex Percentile: Top 83%
Machine Learning in Healthcare
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.