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September 23, 2025Lex localis - Journal of Local Self-Government

An Integrated Framework for Health Claim Classification and Hospital Financial Viability.

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Authors

ISIrwan SyahAAAmron AmronHSHerry Subagyo

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Overview

This mixed-methods analysis demonstrates enhanced financial performance and stakeholder satisfaction through decision tree pruning and performance prism.

Key Points

  • Implementation of decision tree pruning resulted in a remarkable 99.9% accuracy in claim classification, enhancing hospital revenue.
  • Net cash flow increased from IDR 5.79 billion to IDR 6.28 billion, showcasing substantial financial growth post-implementation.
  • An investment feasibility analysis highlighted a 60.7% increase in net present value alongside accelerated payback periods.
  • The performance prism evaluation confirmed improved stakeholder satisfaction and service quality from the integrated framework.

Cite This Study

Syah et al. (2025) studied this question.

synapsesocial.com/papers/68d43ed7713b0b5dfea7e41dhttps://doi.org/10.52152/801263
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