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Jurnal Profesi Insinyur Indonesia
Published by Universitas Diponegoro
ISSN : -     EISSN : 29858100     DOI : 10.14710/jpii.xxxx.xxxxx
Core Subject : Science, Agriculture, Engineering,
Agriculture, Biological Sciences & Forestry Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Electrical & Electronics Engineering Transportation
Fokus dari JPII ini adalah mempublikasikan setiap artikel ilmiah dari dari para peneliti, insinyur, Insinyur Profesional. Artikel yang diterbitkan dapat berbentuk Artikel Riset, Artikel Review, Artikel dari Studi Kasus, Review Artikel baik Singkat maupun Lebar. Pekerjaan Keinsinyuran diantaranya dalam bidang keteknikan /rekayasa, pertanian, peternakan, perikanan dan kelautan. Ruang lingkup dari jurnal ini adalah: - Teknik Industri yang meliputi teknik mesin, teknik elektro, teknik kimia, teknik industri - Teknik Sipil dan Rekayasa Bangunan yang meliputi perairan, sungai dan bendungan - Teknik Informatika, Komputer dan Sistem Informasi - Rekayasa Sumber Daya Hayati yang meliput pertanian, peternakan dan perikanan
Arjuna Subject : Teknik (semua kategori) - Teknik (Lain-Lain)
Articles 1 Documents
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Search results for , issue "Vol 4, No 1 (2026): JPII" : 1 Documents clear
Implementation of a Business Intelligence System for Analysis of SIMRS Real Cost Variances against INA-CBG Rates and Identifying Clinical Inefficiencies Pujiharto, Eka Wahyu
Jurnal Profesi Insinyur Indonesia Vol 4, No 1 (2026): JPII
Publisher : Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/jpii.2026.30136

Abstract

This research aims to design a Business Intelligence (BI) System as a strategic solution to the cost control challenges in hospitals within the National Health Insurance (JKN) system. This BI system integrates real cost data from the Hospital Management Information System (SIMRS) (Medicine, Lab, Radiology) with INA-CBG claim rate data through a structured Extract, Transform, Load (ETL) process. The results of implementation and data analysis for 8 months on 17,059 cases showed critical findings. Hospitals experienced a total financial loss of IDR 58.14 billion, it was found that 79.32% (13,531 cases) had real costs that exceeded the INA-CBG rate. The diagnosis of 'Viral & Other Non-Bacterial Infections (Mild)' (code A-4-13-I) was the largest source of financial loss. This inefficiency is caused by a disproportionate composition of supporting costs, with drug costs (64.9%) and laboratory costs (25.1%) being the primary drivers, indicating potential overutilization or practices that are not aligned with the clinical needs of "minor" diagnoses. This BI system also provides interactive visualizations, monitoring profitability, and mapping cost patterns per diagnosis. Drill-down functionality generates actionable insights for improving operational efficiency.

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