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All Journal JURNAL MEDIA INFORMATIKA BUDIDARMA Best Journal (Biology Education, Sains and Technology) JURNAL INOVASI KESEHTAN MASYARAKAT
Lewis, Andreas
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Agriculture, Biological Sciences & Forestry Biochemistry, Genetics & Molecular Biology Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Health Professions Immunology & microbiology Public Health

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Penerapan Data Mining Menggunakan Task Market Basket Analysis Pada Transaksi Penjualan Barang di Ab Mart dengan Algoritma Apriori Lewis, Andreas; Zarlis, Muhammad; Situmorang, Zakarias
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 5, No 2 (2021): April 2021
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v5i2.2934

Abstract

Data Mining is the process of extracting information or something interesting from the data in the database so as to produce valuable information using techniques such as clustering, estimation, description, and others. Based on observations at AB Mart, there were 44 product items whose data was not revealed. This problem will be solved using data mining analysis. The purpose of this research is to apply market basket analysis to the sale of goods at AB Mart with the a priori algorithm. This research uses a clear structure of the framework, namely problem identification, literature study, data collection, calculation & analysis of association rules with a priori algorithm, forming association rules and making reports. The results of the sales transaction of AB Mart in August resulted in or generated relationships between shopping product items where the% purchase of Pepsodent was 115%, Frisian Flag 96%, Sugar 96%, Indomilk 93%, and Nasi Jempol 91%. The conclusion of this research is using Weka software with a priori algorithm which produces an association relationship between pepsodent goods and the number of transactions purchased
Hubungan Aspek Teknologi Dan Manusia Dengan Sistem Informasi Manajemen Rumah Sakit (SIMRS) Di RSUD Meuraxa Kota Banda Aceh Tahun 2022 Lewis, Andreas; Manullang, Hengki Frengki; Surbakti, Desmayanti Br
BEST Journal (Biology Education, Sains and Technology) Vol 7, No 1 (2024): Juni 2024
Publisher : Program Studi Pendidikan Biologi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30743/best.v7i1.8959

Abstract

Sistem Informasi Manajemen Rumah Sakit (SIMRS) merupakan suatu sistem yang mendukung pengambilan keputusan bagi manajemen dalam menentukan strategi untuk mencapai tujuan administrasi rumah sakit. Masih terdapat permasalahan di RSUD Meuraxa Kota Banda Aceh, terkait SIMRS yang belum berjalan dengan baik, seperti SIMRS yang belum bisa mencetak SEP langsung dari SMS sehingga menghambat pelayanan. Tujuan penelitian ini adalah untuk mengetahui hubungan teknologi dan aspek manusia dengan sistem informasi manajemen rumah sakit (simrs) di RS Meuraxa Banda Aceh dengan menggunakan metode cross sectional. Jumlah populasi sebanyak 30 orang dan metode pengambilan sampelnya adalah Total Sampling. Instrumen penelitiannya adalah angket dan observasi. Analisis data menggunakan uji Pearson Product Moment. Hasil penelitian menunjukkan bahwa dari 30 responden, 14 orang (46,6%) memilih faktor teknologi baik dan 16 orang (53,4%) memilih kategori buruk, 12 orang (40%) memilih faktor manusia baik dan 18 orang (60%) memilih miskin. sedangkan sebanyak 7 orang (23%) mempunyai kategori sistem informasi manajemen rumah sakit baik dan sebanyak 23 orang (76,4%) mempunyai kategori sistem informasi manajemen rumah sakit kurang baik. Disarankan kepada pihak rumah sakit untuk memberikan pelatihan dan sosialisasi kepada petugas untuk meningkatkan kinerja dalam memberikan pelayanan yang berkualitas sehingga menjadikan rumah sakit berkualitas
Hubungan Aspek Teknologi Dan Manusia Dengan Sistem Informasi Manajemen Rumah Sakit (SIMRS) Di RSUD Meuraxa Kota Banda Aceh Tahun 2022 Lewis, Andreas; Manullang, Hengki Frengki; Surbakti, Desmayanti Br
BEST Journal (Biology Education, Sains and Technology) Vol 7, No 1 (2024): Juni 2024
Publisher : Program Studi Pendidikan Biologi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30743/best.v7i1.8959

Abstract

Sistem Informasi Manajemen Rumah Sakit (SIMRS) merupakan suatu sistem yang mendukung pengambilan keputusan bagi manajemen dalam menentukan strategi untuk mencapai tujuan administrasi rumah sakit. Masih terdapat permasalahan di RSUD Meuraxa Kota Banda Aceh, terkait SIMRS yang belum berjalan dengan baik, seperti SIMRS yang belum bisa mencetak SEP langsung dari SMS sehingga menghambat pelayanan. Tujuan penelitian ini adalah untuk mengetahui hubungan teknologi dan aspek manusia dengan sistem informasi manajemen rumah sakit (simrs) di RS Meuraxa Banda Aceh dengan menggunakan metode cross sectional. Jumlah populasi sebanyak 30 orang dan metode pengambilan sampelnya adalah Total Sampling. Instrumen penelitiannya adalah angket dan observasi. Analisis data menggunakan uji Pearson Product Moment. Hasil penelitian menunjukkan bahwa dari 30 responden, 14 orang (46,6%) memilih faktor teknologi baik dan 16 orang (53,4%) memilih kategori buruk, 12 orang (40%) memilih faktor manusia baik dan 18 orang (60%) memilih miskin. sedangkan sebanyak 7 orang (23%) mempunyai kategori sistem informasi manajemen rumah sakit baik dan sebanyak 23 orang (76,4%) mempunyai kategori sistem informasi manajemen rumah sakit kurang baik. Disarankan kepada pihak rumah sakit untuk memberikan pelatihan dan sosialisasi kepada petugas untuk meningkatkan kinerja dalam memberikan pelayanan yang berkualitas sehingga menjadikan rumah sakit berkualitas
ANALISIS PERSIAPAN DAN PEMANFAATAN SIMRS DI RS BALIMBINGAN KABUPATEN SIMALUNGUN Batu Bara, Muhammad Hanafi; Lewis, Andreas
Jurnal Inovasi Kesehatan Masyarakat Vol 5 No 2 (2024): Jurnal Inovasi Kesehatan Masyarakat (JIKM)
Publisher : Fakultas Kesehatan Masyarakat, Institut Kesehatan Deli Husada Deli Tua

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36656/jikm.v5i2.1916

Abstract

The generation and processing of SIMRS is a responsibility of every hospital. Improvements in operational reporting, decision-making speed, problem-identification accuracy and speed, strategy formulation ease in managerial implementation, work culture, transparency, unit coordination, system understanding, and cost reduction administration are all necessary for the successful processing and development of SIMRS to enhance and support hospital health service processes. There has been no integration between the Balimbingan Hospital's SIMRS processing and the financial and administration department from 2018 to 2021. In light of these issues, it is critical to examine the challenges encountered by Balimbingan Hospital in 2021 while implementing the Hospital Management Information System in Simalungun Regency, North Sumatra Province. This study employs a descriptive model with a System of Action unit of analysis and is qualitative in nature. It takes the form of a case study. Presented findings from an investigation of the implementation and utilization of SIMRS at Balimbingan Hospital in Simalungun Regency through the use of participant observation and in-depth interviews. People who are familiar with the issues under investigation and can provide insight into the current state of affairs are called "informants" in this study. The analysis and discussion led to the conclusion that the Balimbingan Hospital SIMRS is an application of a hospital service management system. The implementation of this system has full support from management and all employees. The goal is to help the hospital improve its services by integrating the entire flow of service processes. The only section that needs to be done manually is the Finance and Management section, but other than that, everything else is done using the system. Additionally, in the event of issues with the internet network, particular measures can be taken, such as establishing a secondary network via a more reliable cable or wireless technology, or establishing a modem connection to the server as a backup, and designating specific IT officers to deal with SIMRS issues.
Hubungan Ekspektasi Usaha Dan Ekspektasi Kinerja Dengan Efisiensi Pemanfaatan Sistem Informasi Manajemen Rumah Sakit Pada Instalasi Rawat Jalan Di RSUD Rantau Prapat Tahun 2024 Solikh, Akhmad Fatikhus; Ginting, Monika Nina Kurniawaty; Lewis, Andreas; Surbakti, Desmayanti
BEST Journal (Biology Education, Sains and Technology) Vol 8, No 1 (2025): Juni 2025
Publisher : Program Studi Pendidikan Biologi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30743/best.v8i1.11623

Abstract

Background: The purpose of the study is to determine the relationship between business expectations and the results and effectiveness of the use of the hospital management information system at Rantauprapat Hospital in 2024. The research method used is analytical and descriptive with a cross-sectional approach. Data were collected through questionnaires and analyzed using multiple linear regression. We hope that the results of this study can provide insight into hospital management in improving the effectiveness of the use of management information systems. This study uses an analytical descriptive approach with a cross-sectional method. Data was collected through a questionnaire filled out by respondents at Rantauprapat Hospital. Data analysis was carried out using multiple linear regression to test the relationship between business expectations, performance expectations, and the effectiveness of SIMRS utilization. This method is used to understand the impact of these variables on the use of hospital management information systems. The results of the study show that there is a relationship between business expectations and performance expectations on the effectiveness of SIMRS utilization at Rantauprapat Hospital. The results of the chi-square test obtained the value of Exact Fisher with Exact. Sig (2-sided) of 0.001 or smaller than (α0.005). Therefore, it can be concluded that H0 is rejected and H1 is accepted, which means that there is a relationship between business expectations and the efficiency of SIMRS utilization in the outpatient installation of Rantauprapat Hospital, Labuhanbatu Regency
Hubungan Ekspektasi Usaha Dan Ekspektasi Kinerja Dengan Efisiensi Pemanfaatan Sistem Informasi Manajemen Rumah Sakit Pada Instalasi Rawat Jalan Di RSUD Rantau Prapat Tahun 2024 Solikh, Akhmad Fatikhus; Ginting, Monika Nina Kurniawaty; Lewis, Andreas; Surbakti, Desmayanti
BEST Journal (Biology Education, Sains and Technology) Vol 8, No 1 (2025): Juni 2025
Publisher : Program Studi Pendidikan Biologi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30743/best.v8i1.11624

Abstract

Background: The purpose of the study is to determine the relationship between business expectations and the results and effectiveness of the use of the hospital management information system at Rantauprapat Hospital in 2024. The research method used is analytical and descriptive with a cross-sectional approach. Data were collected through questionnaires and analyzed using multiple linear regression. We hope that the results of this study can provide insight into hospital management in improving the effectiveness of the use of management information systems. This study uses an analytical descriptive approach with a cross-sectional method. Data was collected through a questionnaire filled out by respondents at Rantauprapat Hospital. Data analysis was carried out using multiple linear regression to test the relationship between business expectations, performance expectations, and the effectiveness of SIMRS utilization. This method is used to understand the impact of these variables on the use of hospital management information systems. The results of the study show that there is a relationship between business expectations and performance expectations on the effectiveness of SIMRS utilization at Rantauprapat Hospital. The results of the chi-square test obtained the value of Exact Fisher with Exact. Sig (2-sided) of 0.001 or smaller than (α0.005). Therefore, it can be concluded that H0 is rejected and H1 is accepted, which means that there is a relationship between business expectations and the efficiency of SIMRS utilization in the outpatient installation of Rantauprapat Hospital, Labuhanbatu Regency
Co-Authors Batu Bara, Muhammad Hanafi Ginting, Monika Nina Kurniawaty Hengki Frengki Manullang, Hengki Frengki Muhammad Zarlis, Muhammad Solikh, Akhmad Fatikhus Surbakti, Desmayanti Surbakti, Desmayanti Br Zakarias Situmorang