What question did this study set out to answer?

This research aims to evaluate the effectiveness of a multi-module browser-based clinical decision support system in improving coding accuracy, drug interaction detection, and claim verification in Indonesian hospitals.

May 1, 2026Open Access

Browser-Based Clinical Decision Support in Indonesian Hospital Workflow: A Multi-Module Implementation Study on ICD-10 Coding Accuracy, Drug Interaction Detection, and Claim Verification

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Authors

CHChoirunnisa HapsariImperial College London

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Implication

Multi-module implementation improves ICD-10 coding accuracy and claim verification in Indonesian hospitals, indicating potential for better healthcare efficiency.

Key Points

This research aims to evaluate the effectiveness of a multi-module browser-based clinical decision support system in improving coding accuracy, drug interaction detection, and claim verification in Indonesian hospitals.
Narrative review of clinical decision support systems literature
Anonymized retrospective analysis across 35 hospitals in seven provinces, involving 502,000 inpatient claim line-items.
Assessment of module performance on ICD-10 coding, drug interactions, and claim processes.
ICD-10 coding recommendation achieved a top-1 concordance of 75–85% based on reviewer-panel consensus.
Alert acceptance rates improved from 28–41% to 62–78% with severity stratification.
Claim verification identified 18–32% of INA-CBG line-items for correction, with 41–63% of flagged claims corrected before submission.

Cite This Study

Choirunnisa Hapsari (2026) studied this question.

synapsesocial.com/papers/69f44325967e944ac55667b3 https://doi.org/10.5281/zenodo.19884877

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Implication

Multi-module implementation improves ICD-10 coding accuracy and claim verification in Indonesian hospitals, indicating potential for better healthcare efficiency.

Browser-Based Clinical Decision Support in Indonesian Hospital Workflow: A Multi-Module Implementation Study on ICD-10 Coding Accuracy, Drug Interaction Detection, and Claim Verification

Discussion

Member takes

Implication

Key Points

Cite This Study

Browser-Based Clinical Decision Support in Indonesian Hospital Workflow: A Multi-Module Implementation Study on ICD-10 Coding Accuracy, Drug Interaction Detection, and Claim Verification

Discussion

Member takes

Implication

Key Points

Cite This Study

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