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Author Spotlight: Capturing Infant-Caregiver Interactions Through Synchronized Multimodal Data Collection
Published on: May 31, 2024
Development of an electronic trigger tool at a children's hospital within an academic medical center
Megan Fortenberry1, Johlee Odinet2, Pooja Shah3
1Kentucky Children's Hospital, Lexington, KY.
Insights
This study evaluated adverse drug event (ADE) triggers in pediatric patients, finding that while some triggers like protamine and flumazenil were highly predictive, an overall pediatric trigger tool needs further development for improved accuracy.
Area of Science:
- Pediatric patient safety
- Medication safety research
- Clinical informatics
Background:
- Adverse drug events (ADEs) pose a significant risk in pediatric care.
- Effective trigger tools are crucial for identifying ADEs in medical records.
- Existing trigger tools require validation and refinement for pediatric populations.
Purpose of the Study:
- To assess the validity and reliability of recommended triggers for detecting ADEs in pediatric patients.
- To identify triggers with high positive predictive value (PPV) within a pediatric setting.
- To inform the development of a more robust pediatric ADE trigger tool.
Main Methods:
- Retrospective cohort analysis of pediatric patients at a single center (January 2015-December 2016).
- Evaluation of trigger-detection encounters by two independent reviewers using consensus ADE criteria.
- Categorization and statistical analysis of medication-related triggers.
Main Results:
- A total of 3,836 positive triggers were analyzed, identifying 1,055 positive ADEs (PPV of 27.5%).
- Nephrotoxic medication co-administration leading to a 50% creatinine increase was the most frequent trigger (96.4%).
- Highest PPV triggers included protamine (100%) and flumazenil (100%); phenytoin levels had the lowest PPV (8.3%).
Conclusions:
- The study highlights the need for further development of a comprehensive pediatric trigger tool.
- Future research should focus on multi-element triggers, sensitivity/specificity, and automation.
- Trigger tools can be customized to institutional needs and specific patient populations.
Purpose:
To evaluate the validity and reliability of select recommended triggers, defined as flags found on review of the medical record that prompt further investigation to determine the presence or absence of an adverse drug event (ADE), selected from a list initially constructed based on severity, frequency, and detectability of triggers within a pediatric population.
Methods:
This was a single-center, retrospective cohort analysis of pediatric patients admitted to University of North Carolina (UNC) Children's Hospital who received trigger-associated medications between January 2015 and December 2016. Patient-care areas of the emergency department, operating rooms, and post-anesthesia care units were excluded. Trigger-detection encounters were evaluated by two reviewers using pre-established, consensus ADE criteria as determined by a panel of pediatric and medication safety specialists at UNC Medical Center. Events were categorized according to medication-related trigger and analyzed using descriptive statistics.
Results:
A total of 3,836 positive triggers were included in this study. For the aggregate 12-part trigger tool package, 1,055 positive ADEs were identified, leading to a positive predictive value (PPV) of 27.5%. A 50% increase from baseline serum creatinine, resulting from co-administration of 2 or more nephrotoxic medications accounted for a total of 3,698/3,836 (96.4%). Incomplete documentation was the leading cause for event exclusion, 8/27 (30%). The triggers with the highest PPV included protamine 4/4 (100%), flumazenil 1/1 (100%), and vancomycin-related events 51/67 (76.1%), respectively. Phenytoin level >30 µg/mL or free level >2.5 µg/mL resulted in the lowest PPV, 1/12 (8.3%).
Conclusion:
This study lays the foundation for further studies to develop a robust pediatric trigger tool that may involve developing multi-element triggers, determining sensitivity and specificity of triggers, or mobilizing the trigger tool to an automated system. Trigger tools can be individualized to meet each institutions' needs and unique patient population.

