Key result
Statistics-based thresholds using normalisation and principal component analysis reduced systolic arterial pressure alarm activation time by 70-72% compared with standard threshold alarms.
Why the study?
Do statistics-based alarms reduce overall activation of alarms compared to standard threshold alarms in patients monitored for systolic arterial pressure?
Observational (n=10)
Do statistics-based alarms reduce overall activation of alarms compared to standard threshold alarms in patients monitored for systolic arterial pressure?
Effect estimate: 70-72% reduction
Statistics-based systolic arterial pressure alarms significantly reduce overall alarm activation time compared to standard threshold alarms, potentially reducing alarm fatigue.
May reduce alarm fatigue in arterial pressure monitoring; hypothesis-generating and requires prospective validation.
Threshold systolic arterial pressure alarms often use pre-operative values as a guide for intra-operative values. Recently, two systems (normalisation and principal component analysis) have been described that use the 'current' systolic arterial pressure and the change in systolic arterial pressure over a preceding time interval to generate an alarm based on units of standard deviation. Normalisation and principal component analysis techniques should prioritize alarms for clinically significant changes and hence reduce overall activation of alarms. Our aim was to measure the change in alarm activation using these techniques compared with standard threshold alarms. Systolic blood pressure data, collected from 10 patients (a total of 2177 min at 100 Hz), were cleaned and submitted to analysis using threshold alarms, normalisation and principal component analysis. With the threshold alarms set at 100 mmHg (low) and 140 mmHg (high), and a 5-min window, the alarms were activated for 557 min; using statistics-based thresholds the alarms were activated for 169 min (normalisation) and 155 min (principal component analysis), a reduction of approximately 70-72%.
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Connor et al. (2009) reported an observational. Statistics-based alarms (normalisation and principal component analysis) vs. Standard threshold alarms was evaluated on Alarm activation time (70-72% reduction). Statistics-based thresholds using normalisation and principal component analysis reduced systolic arterial pressure alarm activation time by 70-72% compared with standard threshold alarms.
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