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Performance of the pediatric index of mortality 2 (PIM-2) in cardiac and mixed intensive care units in a tertiary children's referral hospital in Italy

Ciofi degli Atti, Marta Luisa
•
Cuttini, Marina
•
Ravà, Lucilla
altro
COGO, Paola
2013
  • journal article

Periodico
BMC PEDIATRICS
Abstract
Background: Mortality rate of patients admitted to Intensive Care Units is a widely adopted outcome indicator. Because of large case-mix variability, comparisons of mortality rates must be adjusted for the severity of patient illness at admission. The Pediatric Index of Mortality 2 (PIM-2) has been widely adopted as a tool for adjusting mortality rate by patients' case mix. The objective of this study was to assess the performance of PIM-2 in children admitted to intensive care units after cardiac surgery, other surgery, or for other reasons. Methods: This was a prospective cohort study, conducted in a 607 inpatient-bed tertiary-care pediatric hospital in Italy, with three pediatric intensive care Units (PICUs) and one cardiac Unit (CICU). In 2009-11, all consecutive admissions to PICUs/CICU of children aged 0-16 years were included in the study. Discrimination and calibration measures were computed to assess PIM-2 performance. Multivariable logistic regression analysis was used to assess the association of patients' main reason for intensive care admission (cardiac-surgical, other-surgical, medical), age, Unit and year with observed mortality, adjusting for PIM-2 score. Results: PIM-2 data collection was completed for 91.2% of total PICUs/CICU patient admissions (2912), and for 94.8% of patients who died in PICUs/CICU (129). Overall observed mortality was 4.4% (95% CI, 3.7-5.2), compared to 6.4% (95% CI, 5.5-7.3) expected mortality. Standardised mortality ratio was 0.7 (95% CI: 0.6-0.8). PIM-2 discrimination was fair (area under the curve, 0.79; 95% CI: 0.75-0.83). Calibration was less satisfactory, mainly because of the over two-fold overprediction of deaths in the highest risk group (114.7 vs 53; p < 0.001), and particularly in cardiac-surgical patients. Multivariable logistic analysis showed that risk of death was significantly reduced in cardiac-surgical patients and in those aged 1 month to 12 years, independently from PIM-2. Conclusions: The children age distribution and the proportion of cardiac-surgical patients should be taken into account when interpreting SMRs estimated using the PIM-2 prediction model in different Units. A new calibration study of PIM-2 score might be needed, and more appropriate cardiac-focused risk-adjustment models should be developed. The role of age on risk of death needs to be further explored.
DOI
10.1186/1471-2431-13-100
WOS
WOS:000321146800001
Archivio
http://hdl.handle.net/11390/1094590
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-84879781957
http://www.biomedcentral.com/1471-2431/13/100
Diritti
open access
Soggetti
  • Cardiac surgery, Pedi...

  • Critical care

  • Mortality pediatric i...

  • Quality indicator

  • Risk adjustment

  • Adolescent

  • Age Distribution

  • Cardiac Surgical Proc...

  • Child

  • Child, Preschool

  • Female

  • Follow-Up Studie

  • Heart Disease

  • Hospital Mortality

  • Human

  • Infant

  • Infant, Newborn

  • Intensive Care Units,...

  • Italy

  • Length of Stay

  • Male

  • Patient Admission

  • Patient Discharge

  • Prospective Studie

  • ROC Curve

  • Risk Factor

  • Severity of Illness I...

  • Tertiary Care Center

  • Pediatrics, Perinatol...

Web of Science© citazioni
23
Data di acquisizione
Mar 22, 2024
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