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Updated: Jun 1, 2026

Inverse Probability of Treatment Weighting (Propensity Score) using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Pre-billing review will improve mortality index
Insights
Clinical documentation specialists review patient charts before billing to ensure accurate risk of mortality representation. This process is crucial for reliable, publicly reported mortality data, allowing for chart recoding when needed.
Area of Science:
- Healthcare Quality Assurance
- Medical Billing and Coding
- Patient Outcomes Research
Background:
- Accurate representation of patient risk of mortality is essential for healthcare quality assessment.
- Publicly reported mortality data relies heavily on accurate billing information.
- Timely clinical documentation review impacts the integrity of healthcare metrics.
Purpose of the Study:
- To describe the process of pre-billing chart reviews for patients with expected mortality.
- To ensure accurate risk of mortality representation in clinical documentation.
- To validate the impact of clinical documentation on public mortality reporting.
Main Methods:
- Clinical documentation specialists conduct pre-billing reviews of patient charts.
- Focus on patients with an expected mortality rate of 3 or lower.
- Physician queries are utilized to facilitate chart recoding.
Main Results:
- Pre-billing review ensures risk of mortality is accurately reflected in patient records.
- The review process directly influences the accuracy of publicly reported mortality data.
- Physician query and subsequent recoding improve documentation accuracy.
Conclusions:
- Pre-billing chart review is a vital step in maintaining accurate risk of mortality data.
- This process enhances the reliability of publicly reported healthcare quality metrics.
- Effective clinical documentation practices are fundamental to accurate patient outcome reporting.
Abstract:
At Stony Brook University and Medical Center in Stony Brook, NY, clinical documentation specialists conduct pre-billing reviews of the charts of patients who die in the hospital to ensure that risk of mortality is accurately represented. Staff reviews charts of all patients with an expected mortality rate of 3 or lower. Review is pre-billing because publicly reported mortality data is based on billing information. When physician query is returned, coders can recode the chart.
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