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Published on: January 27, 2023
Determinants of Resource Utilization in a Tertiary Pediatric and Congenital Echocardiographic Laboratory
Puja Banka1, Barbara Schaetzle2, Kimberlee Gauvreau1
1Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts; Department of Pediatrics, Harvard Medical School, Boston, Massachusetts.
Insights
Technical charges for pediatric echocardiograms do not correlate with total study time. This study identified factors for long study durations and developed a risk score to predict high total time for transthoracic echocardiograms (TTE).
Area of Science:
- Cardiology
- Medical Imaging
- Quality Improvement
Background:
- Transthoracic echocardiograms (TTE) are crucial for pediatric and congenital heart disease diagnosis.
- Understanding factors influencing study completion time (TT) is essential for efficient laboratory operations.
- Current reimbursement models may not accurately reflect the resources required for complex echocardiographic studies.
Purpose of the Study:
- To determine the relationship between technical charges and total time for TTE studies.
- To identify patient and scan characteristics associated with prolonged TTE completion times.
- To develop a predictive scoring system for high TT TTE studies.
Main Methods:
- Analysis of a prospective quality improvement database including 1,686 TTE studies for development and 847 for validation.
- Data collection included total time for study completion (TT), patient demographics, scan characteristics, and technical charges.
- Multivariate analysis was used to identify independent predictors of high TT (≥85 minutes), followed by risk score development.
Main Results:
- Technical charges showed a poor correlation with TT (r=0.2).
- Several independent factors were associated with high TT, leading to a predictive model with an AUC of 0.78 (development) and 0.75 (validation).
- The developed risk score stratified studies into low, medium, and high TT prevalence groups (15%, 51%, and 81% respectively).
Conclusions:
- This study demonstrates a weak correlation between technical charges and TT in pediatric/congenital echocardiography.
- Identified risk factors and a validated scoring system can predict high TT studies.
- These findings can aid in resource allocation and inform reimbursement strategies for pediatric echocardiography.
Abstract:
We sought to determine the relation between technical charges for transthoracic echocardiograms (TTE) and total time for study completion (TT), identify factors associated with high TT, and create a scoring system to predict high TT studies. We analyzed a quality improvement database that prospectively tracked patient flow through TTEs in our laboratory for 3 consecutive months. The performing sonographer or fellow recorded TT and its components for every study. Patient and scan characteristics were abstracted from the clinical database and technical charges from the financial database. Factors independently associated with high TT (top quartile ≥85 minutes) were identified in 1,686 studies and validated in the remaining 847 studies. Median age was 7.8 years (0 to 77.9) and median TT was 65 minutes (14 to 370 minutes). Charges correlated poorly with TT (r = 0.2). Multivariate analysis identified several independent factors associated with high TT. The final model had an area under the curve of 0.78 in the development sample and 0.75 in the validation sample. On the basis of the final model, we developed a risk score for TT ≥85 minutes. The prevalence of high TT was 15% in low-score studies, 51% in medium-score studies, and 81% in high-score studies. In conclusion, this is the first study to demonstrate poor correlation between technical charges for pediatric/congenital echocardiography and TT, identify risk factors for high TT, and develop a high TT risk scoring system. These data may assist in resource allocation for pediatric/congenital echocardiograms and inform reimbursement systems.
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