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Published on: April 29, 2013
Pediatric Characteristics Associated With Higher Rates of Monitor Alarms
Insights
Continuous physiologic monitoring in pediatric units generates many alarms. Patients using supplemental oxygen or at high risk for deterioration trigger more alarms, while older children and those with medical complexity trigger fewer. Identifying these patient groups can help reduce alarm burden.
Area of Science:
- Pediatric critical care
- Clinical informatics
- Patient safety
Background:
- Continuous physiologic monitoring is standard in pediatric medical-surgical (med-surg) units, leading to significant alarm burden for clinicians.
- High alarm rates can cause alarm fatigue, potentially impacting patient care and safety.
- Understanding patient characteristics associated with frequent alarms is crucial for developing targeted interventions.
Purpose of the Study:
- To identify demographic and clinical characteristics of pediatric patients on med-surg units associated with high rates of clinical alarms.
- To inform strategies for reducing alarm frequency and mitigating alarm fatigue in pediatric care settings.
Main Methods:
- A cross-sectional, retrospective study was conducted using clinical and alarm data from a single children's hospital.
- Negative binomial regression models were employed to analyze the association between patient characteristics and alarm rates per monitored hour.
- The study included 1,569 patients with over 38,000 monitored hours and more than 265,000 clinical alarms.
Main Results:
- Peripheral oxygen saturation (SpO2) low alarms constituted the majority (57.5%) of all alarms.
- Patients using supplemental oxygen had 39% more alarms per hour (P < 0.01).
- Patients at high risk for deterioration had 19% more alarms per hour (P = 0.01).
- Conversely, patients with medical complexity had 11% fewer alarms per hour (P < 0.01), and those older than 5 years had up to 30% fewer alarms per hour (P < 0.01).
Conclusions:
- SpO2 alarms are the most frequent type, indicating a potential area for optimization.
- Specific patient populations, such as those on supplemental oxygen or at high risk for deterioration, are associated with higher alarm rates.
- These findings can guide targeted interventions to reduce alarm burden and improve the clinical environment in pediatric med-surg units.
Abstract:
Continuous physiologic monitoring commonly is used in pediatric medical-surgical (med-surg) units and is associated with high alarm burden for clinicians. Characteristics of pediatric patients generating high rates of alarms on med-surg units are not known. To describe the demographic and clinical characteristics of pediatric med-surg patients associated with high rates of clinical alarms. We conducted a cross-sectional, single-site, retrospective study using existing clinical and alarm data from a children's hospital. Continuously monitored patients from med-surg units who had available alarm data were included. Negative binomial regression models were used to test the association between patient characteristics and the rate of clinical alarms per continuously monitored hour. Our final sample consisted of 1,569 patients with a total of 38,501 continuously monitored hours generating 265,432 clinical alarms. Peripheral oxygen saturation (SpO2) low alarms accounted for 57.5% of alarms. Patients with medical complexity averaged 11% fewer alarms per hour than those without medical complexity (P < 0.01). Patients older than 5 years had up to 30% fewer alarms per hour than those who were younger than 5 years (P < 0.01). Patients using supplemental oxygen averaged 39% more alarms per hour compared with patients who had no supplemental oxygen use (P < 0.01). Patients at high risk for deterioration averaged 19% more alarms per hour than patients who were not high risk (P = 0.01). SpO2 alarms were the most common type of alarm in this study. The results highlight patient populations in pediatric medical-surgical units that may be high yield for interventions to reduce alarms. Most physiologic monitor alarms in pediatric medical-surgical (med-surg) units are not informative and likely could be safely eliminated to reduce noise and alarm fatigue.1-3 However, identifying and sustaining successful alarm-reduction strategies is a challenge. Research shows that 25% of patients in pediatric med-surg units produce almost three-quarters of all alarms.4 These patients are a potential high-yield target for alarm-reduction strategies; however, we are not aware of studies describing characteristics of pediatric patients generating high rates of alarms. The patient populations seen on pediatric med-surg units are diverse. Children of all ages are cared for on these units, with diagnoses ranging from acute respiratory infections, to management of chronic conditions, and to psychiatric conditions. Not all patients on pediatric med-surg units have physiologic parameters continuously monitored,4 but among those who do, understanding patient characteristics associated with high rates of alarms may help clinicians, healthcare technology management (HTM) professionals, and others working on alarm management strategies to develop targeted interventions. We conducted an exploratory retrospective study to describe patient characteristics associated with high rates of alarms in pediatric med-surg units.
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