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Using health systems evidence to study and predict long-term outcomes of childhood acute kidney injury
Asmaa Milyani1, Mariam Kaleemi2, Rahul Chanchlani3,4
1Department of Pediatrics, Division of Nephrology, The Hospital for Sick Children, Toronto, Ontario, Canada.
Insights
Childhood acute kidney injury (AKI) affects many hospitalized children, leading to significant long-term health issues and high costs. Health systems research using administrative data can improve understanding and follow-up care for pediatric AKI survivors.
Area of Science:
- Pediatric Nephrology
- Health Services Research
- Epidemiology
Background:
- Childhood acute kidney injury (AKI) is a global health issue affecting up to one-third of hospitalized children.
- Pediatric AKI is linked to increased healthcare costs, prolonged hospital stays, and chronic kidney disease.
- Suboptimal recognition and follow-up of pediatric AKI survivors exacerbate its impact.
Purpose of the Study:
- To review health systems research on pediatric AKI epidemiology and outcomes.
- To explore the use of administrative data for population-level analysis of pediatric AKI.
- To identify strategies for improving follow-up care for pediatric AKI survivors.
Main Methods:
- Review of health systems research utilizing large administrative health datasets.
- Analysis of data for population-level insights into pediatric AKI.
- Discussion of methodological challenges and validation of coding algorithms in administrative data.
Main Results:
- Previous studies on pediatric AKI faced limitations like small sample sizes and short follow-up.
- Health systems research offers potential for large-scale, longitudinal studies across diverse settings.
- Administrative data, while valuable, requires careful validation due to potential inaccuracies.
Conclusions:
- Health systems research is crucial for understanding the full scope of pediatric AKI.
- Leveraging administrative data can improve the characterization of pediatric AKI epidemiology and outcomes.
- Enhanced data analysis and validation are key to improving care and follow-up for children with AKI.
Abstract:
Acute kidney injury (AKI) in paediatrics is a significant global health concern affecting up to one-third of hospitalised children worldwide. Increasing evidence demonstrates that childhood AKI is associated with substantial healthcare resource utilisation and adverse long-term health outcomes, including prolonged hospitalisation, higher healthcare costs, and chronic kidney disease. Consequently, AKI imposes a considerable socioeconomic and health burden. Despite this, recognition, documentation, and post-discharge follow-up of AKI survivors remain suboptimal, further compounding its impact. Efforts to characterise the epidemiology, risk factors, and long-term outcomes of paediatric AKI have been challenging due to methodological constraints, including small sample sizes, short follow-up durations, and a predominance of single-centre and selective cohort studies. Health systems research (HSR) offers a promising approach to address these gaps by leveraging large repositories of routinely collected health administrative data for various purposes to enable population-level analyses with extended longitudinal follow-up across diverse healthcare settings. However, HSR methodologies are not without limitations, as administrative data often lack granularity, can be incomplete, and may be subject to misclassification and selection biases, underscoring the importance of validating coding algorithms to ensure their reliability. In this review, we aim to summarise health systems evidence on the epidemiology of paediatric AKI, its implications on healthcare resource utilisation and outcomes, and potential uses to improve AKI follow-up care.
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