Using health administrative databases to identify mechanical ventilation in transported pediatric critically ill patients. Issue 6 (2nd November 2021)
- Record Type:
- Journal Article
- Title:
- Using health administrative databases to identify mechanical ventilation in transported pediatric critically ill patients. Issue 6 (2nd November 2021)
- Main Title:
- Using health administrative databases to identify mechanical ventilation in transported pediatric critically ill patients
- Authors:
- Tijssen, J. A.
Richard, L.
Shariff, S. Z.
To, T.
Parshuram, C. - Abstract:
- Abstract: RATIONALE: Accurate identification of children who received mechanical ventilation (MV) is important for operational decisions related to resource allocation and to provide valid population-level evaluations of critically ill children. OBJECTIVES: The object of this study was to validate health administrative database codes for the identification of MV in children. METHODS: Algorithms composed of hospital-based Canadian Classification of Health Interventions (CCI) and physician billing codes were validated against a reference dataset composed of critically ill pediatric patients transported to the pediatric critical care unit at the Hospital for Sick Children in Toronto, Canada between 2004 and 2012. MEASUREMENTS: Descriptive statistics, sensitivity, specificity and positive and negative predictive values (PPV and NPV, respectively) were obtained. MAIN RESULTS: Of 611 patients, 75% received MV, and of these, 94% received invasive MV only. For all types of MV (invasive and noninvasive), CCI and billing codes had a sensitivity of 85.6% and 87.8% and a specificity of 67.8% and 41.4%, respectively. The combination of CCI and billing codes yielded a sensitivity of 98% and a specificity of 37.5% for MV. Invasive MV CCI codes had a sensitivity of 86.3% and specificity of 71.5%. When only noninvasive MV CCI codes were tested, the sensitivity was 40.2% and the specificity was 97.1%. The PPV was highest using the CCI codes alone for any MV (89%) and for invasive MV (88%).Abstract: RATIONALE: Accurate identification of children who received mechanical ventilation (MV) is important for operational decisions related to resource allocation and to provide valid population-level evaluations of critically ill children. OBJECTIVES: The object of this study was to validate health administrative database codes for the identification of MV in children. METHODS: Algorithms composed of hospital-based Canadian Classification of Health Interventions (CCI) and physician billing codes were validated against a reference dataset composed of critically ill pediatric patients transported to the pediatric critical care unit at the Hospital for Sick Children in Toronto, Canada between 2004 and 2012. MEASUREMENTS: Descriptive statistics, sensitivity, specificity and positive and negative predictive values (PPV and NPV, respectively) were obtained. MAIN RESULTS: Of 611 patients, 75% received MV, and of these, 94% received invasive MV only. For all types of MV (invasive and noninvasive), CCI and billing codes had a sensitivity of 85.6% and 87.8% and a specificity of 67.8% and 41.4%, respectively. The combination of CCI and billing codes yielded a sensitivity of 98% and a specificity of 37.5% for MV. Invasive MV CCI codes had a sensitivity of 86.3% and specificity of 71.5%. When only noninvasive MV CCI codes were tested, the sensitivity was 40.2% and the specificity was 97.1%. The PPV was highest using the CCI codes alone for any MV (89%) and for invasive MV (88%). CONCLUSIONS: The combination of CCI and billing codes yielded an excellent sensitivity for MV; however, there is a risk of overestimating MV as specificity was low for all algorithms. … (more)
- Is Part Of:
- Canadian journal of respiratory, critical care, and sleep medicine =. Volume 5:Issue 6(2021)
- Journal:
- Canadian journal of respiratory, critical care, and sleep medicine =
- Issue:
- Volume 5:Issue 6(2021)
- Issue Display:
- Volume 5, Issue 6 (2021)
- Year:
- 2021
- Volume:
- 5
- Issue:
- 6
- Issue Sort Value:
- 2021-0005-0006-0000
- Page Start:
- 380
- Page End:
- 385
- Publication Date:
- 2021-11-02
- Subjects:
- Mechanical ventilation -- critical care -- pediatrics -- population-health
Lungs -- Diseases -- Periodicals
Critical care medicine -- Periodicals
Sleep apnea syndromes -- Periodicals
616.2005 - Journal URLs:
- https://www.tandfonline.com/toc/ucts20/current ↗
http://www.tandfonline.com/ ↗ - DOI:
- 10.1080/24745332.2020.1802627 ↗
- Languages:
- English
- ISSNs:
- 2474-5332
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 20220.xml