A Comprehensive Performance Measurement Model for Coding Validation Nurses: Integrating Case-Mix Adjustment and Multi-Dimensional Quality Metrics

Authors

  • Triveni Kolla

Keywords:

Performance Measurement, Coding Validation, Case-Mix Adjustment, Healthcare Analytics, Composite Performance Indicators, Revenue Cycle Management, Risk Adjustment, HCC Coding

Abstract

Coding validation nurses ensure organizational compliance, accurate case-mix adjustment for risk, andcorrect coding completion. Traditional productivity metrics often fail to account for case-mix variation, payer mix variability, and recording burden differences, creating arbitrary performance comparisons. Ananalytics-based performance measurement framework

References

Oluwadamilola Adeleke, "Conceptual framework for Revenue Cycle Management and Hospital Billing Optimization: Evaluating the Financial Impact of Home Health Agencies in the U.S. Healthcare Ecosystem," Journal of Frontiers in Multidisciplinary Research, 2023. [Online]. Available: https://www.multidisciplinaryfrontiers.com/uploads/archives/20250804154120_FMR-2025-2-018.1.pdf

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Published

2026-03-30

How to Cite

Triveni Kolla. (2026). A Comprehensive Performance Measurement Model for Coding Validation Nurses: Integrating Case-Mix Adjustment and Multi-Dimensional Quality Metrics. Journal of Computational Analysis and Applications (JoCAAA), 35(3), 596–604. Retrieved from https://www.eudoxuspress.com/index.php/pub/article/view/5240

Issue

Vol. 35 No. 3 (2026): JOCAAA

Section

Articles

License

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.