ReviewFrontiers in pediatrics2021
A Review on the Application and Limitations of Administrative Health Care Data for the Study of Acute Kidney Injury Epidemiology and Outcomes in Children.
Review in Frontiers in pediatrics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
What it found
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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.
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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.
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Who cites it
20 citing papers in PubMed, 24 citations in OpenAlex.
- Risk Factors of COVID-19 Severity and Related Death in Children in the Post-Pandemic Era.Microorganisms · 2026Article
- Using health systems evidence to study and predict long-term outcomes of childhood acute kidney injury.Pediatric nephrology (Berlin, Germany) · 2026Article
- The Claims Data Learning & Enhancing for Algorithm Refinement (CLEAR) Study: Overview of the Study Design and Baseline Profile.Journal of epidemiology · 2026Article
- Development and evaluation of a hybrid algorithm for identifying hospitalized patients with cirrhosis.Canadian liver journal · 2026Article
- Effectiveness of COVID-19 Vaccine Boosters in Children Across Pandemic and Endemic Periods.Microorganisms · 2026Article
- Three Decades of Use of the Minimum Basic Data Set in Infectious Disease Research in Spain: A Scoping Review with an Evidence-Mapping Approach.Tropical medicine and infectious disease · 2026Review
- Canadian Metadata Catalogue for Health Science Research.International journal of population data science · 2026Article
- Food Insecurity and Chronic Liver and Gastrointestinal Conditions: A Systematic Review of Prevalence and Clinical Outcomes.Gastro hep advances · 2026Review
- Article
- Temporal trends and clinical characteristics associated with pregnancy-related acute kidney injury in England: a population-based cohort study.AJOG global reports · 2025Article
- Kidney and blood pressure outcomes 11 years after pediatric critical illness and longitudinal impact of AKI: a prospective cohort study.Pediatric nephrology (Berlin, Germany) · 2025Article
- Impact of Primary Health Care Data Quality on Infectious Disease Surveillance in Brazil: Case Study.JMIR public health and surveillance · 2025Article
- Leveraging Administrative Health Databases to Address Health Challenges in Farming Populations: Scoping Review and Bibliometric Analysis (1975-2024).JMIR public health and surveillance · 2025Article
- Increasing Readmissions of HFpEF and the Burden They Cause.International journal of heart failure · 2025Article
- The Effect ofJournal of health economics and outcomes research · 2025Article
- Development and validation of thromboembolism diagnostic algorithms in children with cancer from real-world data.Pediatric research · 2024Article
- Finding pediatric thromboembolism: needles in a big data haystack.Pediatric research · 2024Article
- OCEANIA: real-world study of ovarian cancer treatment patterns across multiple lines of therapy in Argentina and Brazil.Future oncology (London, England) · 2024Article
- Development of a Set of Indicators for Measuring and Improving Quality of Rehabilitation Care after Ischemic Stroke.Healthcare (Basel, Switzerland) · 2023Article
- Real-World Evidence of Aripiprazole Tablets with Sensor: Treatment Patterns and Impacts on Psychiatric Healthcare Resource Utilization.ClinicoEconomics and outcomes research : CEOR · 2023Article
Corrections and comments
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Authors and funding
4 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Administrative health care databases contain valuable patient information generated by health care encounters. These "big data" repositories have been increasingly used in epidemiological health research internationally in recent years as they are easily accessible and cost-efficient and cover large populations for long periods. Despite these beneficial characteristics, it is also important to consider the limitations that administrative health research presents, such as issues related to data incompleteness and the limited sensitivity of the variables. These barriers potentially lead to unwanted biases and pose threats to the validity of the research being conducted. In this review, we discuss the effectiveness of health administrative data in understanding the epidemiology of and outcomes after acute kidney injury (AKI) among adults and children. In addition, we describe various validation studies of AKI diagnostic or procedural codes among adults and children. These studies reveal challenges of AKI research using administrative data and the lack of this type of research in children and other subpopulations. Additional pediatric-specific validation studies of administrative health data are needed to promote higher volume and increased validity of this type of research in pediatric AKI, to elucidate the large-scale epidemiology and patient and health systems impacts of AKI in children, and to devise and monitor programs to improve clinical outcomes and process of care.
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Registered trials
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.