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All Journal Jurnal Ventilator: Jurnal Riset Ilmu Kesehatan dan Keperawatan
Hozisah Hozisah
Universitas Esa Unggul
Health Professions Nursing Public Health

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Analisis Kebutuhan Tempat Tidur Tersedia untuk Implementasi Kelas Rawat Inap Standar (KRIS-JKN) di Rumah Sakit Bhayangkara Tk. I Pusdokkes Polri Leny Malinda; Mieke Nurmalasari; Hozisah Hozisah; Witri Zuama Qomarania
Jurnal Ventilator Vol. 4 No. 3 (2026): September : Jurnal Ventilator
Publisher : Stikes Kesdam IV/Diponegoro Semarang, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59680/ventilator.v4i3.2719

Abstract

The implementation of Kelas Rawat Inap Standar (KRIS) within the Jaminan Kesehatan Nasional (JKN) program requires hospital readiness, particularly in meeting efficient and standardized inpatient bed capacity. This study aims to analyze trends in bed utilization and forecast inpatient bed requirements as a basis for planning KRIS-JKN implementation. This research employs a quantitative method to calculate bed requirements and a qualitative approach to assess readiness for KRIS-JKN implementation at Rumah Sakit Bhayangkara Tk.I Pusdokkes Polri. The data used are secondary data obtained from inpatient recapitulation reports from the Medical Record Unit during the period 2022–2025, including the number of available beds, number of discharged patients, and total inpatient days. The research utilized Tableau Public with a data mining approach following the CRISP-DM (Cross Industry Standard Process for Data Mining) framework. The results present forecasting of bed requirements using BOR scenarios of 60%, 70%, and 80%. The forecasts show that for January–March 2026, bed requirements range from 233–347 units for Class I, 78–146 units for Class II, and 250–487 units for Class III. These findings provide a basis for hospital planning to support efficient and standardized KRIS-JKN implementation.
Co-Authors Leny Malinda Nurmalasari, Mieke Witri Zuama Qomarania