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Timely Data for Targeted Quality Improvement Interventions: Use of a Visual Analytics Dashboard for Bronchiolitis
Gabrielle Hester1, Tom Lang2, Laura Madsen2
1Hospital Medicine, Children's Minnesota, Minneapolis, Minnesota, United States.
A quality improvement dashboard supported interventions for bronchiolitis care, but direct impact on outcomes was not proven. Further research is needed to understand low clinician engagement with the dashboard.
Area of Science:
- Pediatric Healthcare Quality Improvement
- Clinical Informatics
- Respiratory Illness Management
Background:
- Standard data collection methods can delay crucial quality improvement (QI) interventions for conditions like bronchiolitis, a frequent cause of pediatric hospitalization.
- A multifaceted QI initiative was implemented to reduce the use of chest radiographs, bronchodilators, antibiotics, steroids, and viral testing in pediatric bronchiolitis cases.
Purpose of the Study:
- To describe the implementation and utilization of a dashboard within a QI initiative for bronchiolitis management.
- To assess the dashboard's role in supporting a multifaceted quality improvement strategy aimed at optimizing bronchiolitis care.
Main Methods:
- A multidisciplinary team developed a clinical guideline and order set for bronchiolitis.
- A vendor's dashboard was modified to display real-time data on guideline metrics for patients aged 2 months to 2 years.
- Data were collected from October 2014 to April 2018, with outcomes including dashboard functionality, clinician login rates, and use of guideline-recommended care.
Main Results:
- The dashboard was implemented in August 2016, consolidating data within 2-4 days post-discharge.
- Only 35% of emergency department clinicians logged into the dashboard; leaders used it for targeted interventions.
- While most outcome metrics improved, direct causation by the dashboard was not evident, though emergency department balancing measures decreased.
Conclusions:
- The dashboard served as a tool for leaders to target QI interventions in bronchiolitis care.
- Despite its use by leadership, the dashboard did not demonstrate a direct impact on the observed improvements in care metrics.
- Future research should investigate the reasons behind the low rate of individual clinician engagement with the dashboard.
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