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Computerize anesthesia record keeping in thoracic surgery--suitability of electronic anesthesia records in evaluating predictors for hypoxemia during one-lung ventilation
- Source :
- Journal of clinical monitoring and computing. 17(6)
- Publication Year :
- 2003
-
Abstract
- The aim of this retrospective study was to assess the suitability of routine data gathered with a computerized anesthesia record keeping system in investigating predictors for intraoperative hypoxemia (SpO290%) during one-lung ventilation (OLV) in pulmonary surgery.Over a four-year period data of 705 patients undergoing thoracic surgery (pneumonectomy: 78; lobectomy: 292; minor pulmonary resections: 335) were recorded online using an automated anesthesia record-keeping system. Twenty-six patient-related, surgery-related and anesthesia-related variables were studied for a possible association with the occurrence of intraoperative hypoxemia during OLV. Data were analyzed using univariate and multivariate (logistic regression) analysis (p0.05). The model's discriminative power on hypoxemia was checked with a receiver operating characteristic (ROC) curve. Calibration was tested using the Hosmer-Lemeshow goodness-of-fit test.An intraoperative incidence of hypoxemia during OLV was found in 67 patients (9.5%). Using logistic regression with a forward stepwise algorithm, body-mass-index (BMI, p = 0.018) and preoperative existing pneumonia (p = 0.043) could be detected as independent predictors having an influence on the incidence of hypoxemia during OLV. An acceptable goodness-of-fit could be observed using cross validation for the model (C = 8.21, p = 0.370, degrees of freedom, df 8; H = 3.21, p = 0.350, df 3), the discriminative power was poor with an area under the ROC curve of 0.58 [0.51-0.66].In contrast to conventional performed retrospective studies, data were directly available for analyses without any manual intervention. Due to incomplete information and imprecise definitions of parameters, data of computerized anesthesia records collected in routine are helpful but not satisfactory in evaluating risk factors for hypoxemia during OLV.
- Subjects :
- Adult
Male
Electronic Data Processing
Numerical Analysis, Computer-Assisted
Anesthesia, General
Middle Aged
Thoracic Surgical Procedures
Respiration, Artificial
Body Mass Index
Predictive Value of Tests
Risk Factors
Calibration
Multivariate Analysis
Humans
Female
Hypoxia
Algorithms
Aged
Monitoring, Physiologic
Retrospective Studies
Subjects
Details
- ISSN :
- 13871307
- Volume :
- 17
- Issue :
- 6
- Database :
- OpenAIRE
- Journal :
- Journal of clinical monitoring and computing
- Accession number :
- edsair.pmid..........c6503f3e64ea7af5b2fd92d766bc6b36