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All Journal Jurnal Anestesiologi Indonesia Jurnal Kesehatan Masyarakat Jurnal Anestesi Perioperatif Jurnal Kesehatan Andalas Jurnal Berita Ilmu Keperawatan Indonesian Journal of Anesthesiology and Reanimation (IJAR) Jurnal Anestesi Obstetri Indonesia Solo Journal of Anesthesi, Pain and Critical Care Journal of Anesthesiology and Clinical Research Jurnal Berita Ilmu Keperawatan Academic Hospital Journal Jurnal Manajemen dan Pendidikan Agama Islam Jurnal Komplikasi Anestesi
Yunita Widyastuti
Department Of Anesthesiology And Intensive Care, Faculty Of Medicine, Public Health, And Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia
Religion Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Decision Sciences, Operations Research & Management Dentistry Education Health Professions Immunology & microbiology Medicine & Pharmacology Neuroscience Nursing Public Health

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Journal : Journal of Anesthesiology and Clinical Research

 1 
Validity of Acute Physiology and Chronic Health Evaluation (APACHE) IV for the Prediction of Prolonged Intensive Care Unit (ICU) Length of Stay in Dr. Sardjito General Hospital in the COVID Era Muhammad Mufti Sofyanoor; Widyastuti, Yunita; Juni Kurniawaty; Djayanti Sari
Journal of Anesthesiology and Clinical Research Vol. 4 No. 2 (2023): Journal of Anesthesiology and Clinical Research
Publisher : HM Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37275/jacr.v4i2.302

Abstract

Introduction: APACHE IV was a good predictor of ICU length of stay in the USA and some countries outside the USA but poor in others. It is important to develop a scoring system for the Indonesian population, especially in this scope, Dr. Sardjito General Hospital. To develop such a scoring system, it is reasonable to study the validity of APACHE IV in ICU Dr. Sardjito General Hospital for predicting prolonged length of stay. Methods: A retrospective cohort observational study using data from January 1st, 2020, to December 31st, 2020, taken from the ICU of Dr. Sardjito General Hospital. The data are the patient's observed ICU LOS and data required in calculating APACHE IV score and ICU LOS prediction. Discrimination is calculated using the area under (AUC) the receiver operating characteristic curve (ROC) and calibration by the Hosmer-Lemeshow test. Results: Samples were 329 patients. APACHE IV ICU length of stay prediction showed moderate discriminatory ability (AUC-ROC: 0.74) and poor calibration (p <0.001) to predict prolonged ICU stay. The APACHE IV score has a strong discriminatory ability (AUC-ROC: 0.83). Using the DeLong method, the AUC from ROC APACHE IV score was greater than the AUC from ROC predicted length of stay in APACHE IV ICU (p <0.001). APACHE IV predicted ICU length of stay overestimated observed ICU length of stay. Conclusion: APACHE IV ICU length of stay prediction has moderate discrimination and poor calibration to predict prolonged ICU stay. The APACHE IV score has better discrimination than the APACHE IV ICU length of stay prediction in predicting prolonged ICU stay.
Co-Authors . Supomo Adhinugroho, Sudjati Adi, Danis Woro Kuncoro Akhmad Yun Jufan Alqustar, Adam Amelia Ananda Putri Lestari Anggraini, Diana Arifin, Achmad Reza Atmanagara, Dikho Atmojo, Danang Dwi Beni Indra, Beni Bhirowo Yudo Pratomo Budi Yuli Setianto Calcarina Fitriani Retno Wisudarti Cindy Elfira Boom Cornelia Ancilla Darwito, Darwito Denaldi Rananda Saputra Djajantisari Djayanti Sari Ekuarianto, Donny Erwin Kusumastuti Fadhilah Zulfa Fadinie, Wulan Fauzan Imani Ardanto Fauzi, Rizqi Ahmad Febrianti, Skolastika Rani Firman Ardiansyah Getar M, Geza Getar M Givano, Muhamad Randy Gunawan, Fanny Handayani, Donna Hartono, Dedy hendra, hendra hermawan Hernandes, Crodia Hernawan, Agung Diky Hidayat, Fachsyar Ika Puspitasari Ilman, Pesiar Iwan Purnawan Iwan Purnawan Juni Kurniawaty Muhdar Abubakar Djayanti Sari Khoeri, Fatkhur Roofi Krisdiyantoro, Nova Kurniawan, Novianto Mahmud Mahmud Muhammad Brian Ristianto Muhammad Mufti Sofyanoor Napitu, Annika Ngahu, Robby Mesakh Novianto Kurniawan Nugraha, Achmad Fauzani Nur Azza, Kamala Kan Prakosa, Nur Hamam Primastuti, Githa Rizki Priyadi Nugraha P Probosuseno Probosuseno Probosuseno, P Ramsi, Irhash Faisal Ratih Kumala Fajar Apsari Rayhandika Ridha, Ihsanur Rizki, Gilar Romeo Putra Dirama Rumpoko, Triaji Mudo Ruth Sally Sarosa, Pandit SATRIYAS ILYAS Siti Helmyati Sri Rahardjo Sri Setiyarini SRI SETIYARINI, SRI Sudadi Suhanda, Rellig Maret Susi Handayani Taneo, Desy Chery Marlyn Tjokronolo, Yudistira Tomo, Wahyu Kartiko Untung Widodo Untung Widodo, Untung Wardhana, Ardyan Prima Wikantama, Aswin Wisudarti, Calcarina Fitri Retno YP, Bhirowo Yusmein Uyun Zahroh Shaluhiyah