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All Journal Jurnal Varian Cerdika: Jurnal Ilmiah Indonesia
Salsabila, Annisa Nur
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Humanities Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Health Professions Mathematics Public Health Social Sciences Other

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Analysis of Underdeveloped Regency Using Logistic Threshold Regression Model Salsabila, Annisa Nur; Oktora, Siskarossa Ika
Jurnal Varian Vol 8 No 1 (2024)
Publisher : Universitas Bumigora

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30812/varian.v8i1.3570

Abstract

Regional development inequality causes some regions to lag behind other regions. An underdevelopedregency is a regency where territories and people are less developed than other regions nationally. Thegovernment has set a Human Development Index (HDI) target of 62.2 to 62.7 to accelerate the development of underdeveloped regency and prevent the regions from lagging. This study aims to evaluatethe HDI target and obtain the HDI value that reduces the risk of underdeveloped regency and acquiresvariables that affect underdeveloped regency’s status. The logistic threshold regression model is usedin this study with HDI as the threshold variable, 22 indicators for determining underdeveloped regencyas explanatory variables, and the underdeveloped regency’s status as the response variable. Thresholdregression can handle non-linear relationships between response and explanatory variables, includingvarious types of threshold models such as step, segmented, hinge, stegmented, and upper hinge. By applying a hinge threshold regression model using the R package ’chngpt,’ this study addresses non-linearrelationships and categorical responses. The results showed a threshold effect with a threshold value of62.9, indicating that the HDI target can reduce the region’s risk of being left behind.
Tinjauan Kebutuhan Rak Penyimpanan Rekam Medis di Rumah Sakit Annisa Bogor Tahun 2022 Salsabila, Annisa Nur; Viatiningsih, Wiwik; Widjaja, Lily; Indawati, Laela
Cerdika: Jurnal Ilmiah Indonesia Vol. 2 No. 7 (2022): Cerdika: Jurnal Ilmiah Indonesia
Publisher : Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59141/cerdika.v2i7.436

Abstract

Hospital is a health service institution by providing outpatient and inpatient services. Each hospital also has an obligation to have a Medical Record Unit. Medical records are files that contain records or documents such as patient identities, results of diagnoses, actions, and treatments as well as services that have been provided to patients. In the context of administering medical records, health service facilities are required to provide the necessary facilities. One of them is a medical record storage rack to store medical records. Based on the results of research at the Medical Record Unit of the Annisa Hospital, Bogor, it was found that the medical record storage rack was inadequate and some medical records were piled on the floor, making it difficult for officers to find medical records when needed and services at the polyclinic became hampered. The purpose of this study was to determine the need for medical record storage racks for the next 5 years at Annisa Hospital Bogor in 2022. The study was conducted using a quantitative descriptive method, using a non-random sampling method with saturated sampling technique. From the results of the study, the Annisa Bogor Hospital still lacks medical record storage rack facilities which currently have 12 wooden shelves and 3 Roll O'packs, an additional rack of 9 Roll O'packs is needed. The storage area at Annisa Hospital Bogor is sufficient because the area needed for the next 5 years is 61.3 m2. Meanwhile, the current room area is 120 m2 combined with the medical record officer's workspace.
Analysis of Underdeveloped Regency Using Logistic Threshold Regression Model Salsabila, Annisa Nur; Oktora, Siskarossa Ika
Jurnal Varian Vol. 8 No. 1 (2024)
Publisher : Universitas Bumigora

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30812/varian.v8i1.3570

Abstract

Regional development inequality causes some regions to lag behind other regions. An underdevelopedregency is a regency where territories and people are less developed than other regions nationally. Thegovernment has set a Human Development Index (HDI) target of 62.2 to 62.7 to accelerate the development of underdeveloped regency and prevent the regions from lagging. This study aims to evaluatethe HDI target and obtain the HDI value that reduces the risk of underdeveloped regency and acquiresvariables that affect underdeveloped regency’s status. The logistic threshold regression model is usedin this study with HDI as the threshold variable, 22 indicators for determining underdeveloped regencyas explanatory variables, and the underdeveloped regency’s status as the response variable. Thresholdregression can handle non-linear relationships between response and explanatory variables, includingvarious types of threshold models such as step, segmented, hinge, stegmented, and upper hinge. By applying a hinge threshold regression model using the R package ’chngpt,’ this study addresses non-linearrelationships and categorical responses. The results showed a threshold effect with a threshold value of62.9, indicating that the HDI target can reduce the region’s risk of being left behind.
Co-Authors Indawati, Laela Siskarossa Ika Oktora Viatiningsih, Wiwik Widjaja, Lily