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Data Mining : Klasifikasi Menggunakan Algoritma C4.5 Mardi, Yuli
Jurnal EDik Informatika Vol 2, No 2 (2016)
Publisher : STKIP PGRI Sumatera Barat

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (232.115 KB) | DOI: 10.22202/ei.2016.v2i2.1465

Abstract

Data mining merupakan bagian dari tahapan proses Knowledge Discovery in Database (KDD). Dengan data mining, kita dapat melakukan pengklasifikasian, memprediksi, memperkirakan dan mendapatkan informasi lain yang bermanfaat dari kumpulan data dalam jumlah yang besar. Klasifikasi dalam data mining dapat dilakukan dengan menggunakan algoritma C4.5. Dengan algoritma C4.5, akan didapatkan sebuah pohon keputusan yang mudah dipahami dan mudah dimengerti.
Evaluasi Penerapan Sistem Informasi Khanza Menggunakan Metode HOT-FIT Di Rumah Sakit Tentara Reksodiwiryo Kota Padang Kamal, Syamsul; Mardi, Yuli; Regina, Regina
Jurnal Ilmiah Perekam dan Informasi Kesehatan Imelda (JIPIKI) Vol. 9 No. 1 (2024): Jurnal Ilmiah Perekam dan Informasi Kesehatan Imelda Edisi Februari
Publisher : Akademi Perekam dan Informasi Kesehatan Imelda

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52943/jipiki.v9i1.1447

Abstract

The transformation of changes from Manual Medical Records to Electronic Medical Records by the Government has been stipulated by the Minister of Health by issuing and stipulating Permenkes Number 24 of 2022 concerning Electronic Medical Records, in Permenkes no 24 of 2022 all Health Facilities will be implemented at the end of December 2023.Simkes Khanza is one of the Electronic Medical Record (RME) Health Management Information System Application programs that can be used by Hospitals, Clinics, PUSKESMAS, as well as Independent Practices that are open in nature, the Khanza Program is a program for Hospital Information Systems designed so that the home hospitals in managing management and processing hospital data can make reports properly and correctly. In carrying out data processing, the method used is the HOT-FIT method where this method is a theoretical framework model used to evaluate information systems in the field of health services.The purpose of this research is how much the benefits and programs of Khanza are in the Reksodowiryo Army Hospital, Padang City. From the results of research data processing consisting of 20 sample questionnaires with 32 questions obtained which were distributed and discussions with hospital staff, it was found that the use of the system in humans was a score of 64.83%, an average of 3 and a TCR of 81.4 which means that the human variable in using the system khanza, , User Satisfaction, trouble-free, user-friendliness means very good. Furthermore, for the organizational variable, the score was 64.83%, the average was 3.2 and the TCR was 81 with very good results. Then for the Technology variable, the score was 66.3%, the average was 3.3 and the TCR was 82.9 with very good results. Furthermore, the Benefit variable score is 65.3%, the average is 3.3 and the TCR is 81.9 with very good results. It can be concluded that the Khanza program is really needed in RST. Reksodowiryo City of Padang.
Assessment of e-puskesmas utilization at kuranji public health center padang using the delone & mclean model Mardi, Yuli; Oktavia, Dewi
Jurnal Mantik Vol. 8 No. 3 (2024): November: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.v8i3.5614

Abstract

To improve the efficiency of health service operations, the Padang City Government adopted the E-Puskesmas service system through the Kuranji public health center. In accordance with Ministry of Health standards that integrate public health center information systems, the E-Puskesmas system is a web-based public health center management application that seeks to support the delivery of health services, including patient registration, poly-level services to the health department level, and online and integrated reporting. This study serves as a measure of how well the E-Puskesmas application is used. Six evaluation variables make up the DeLone and McLean method: usage, user satisfaction, system quality, information quality, and net benefits. To measure how well the E-Puskesmas works in improving the performance of the staff of Kuranji Health Center in Padang City, the DeLone and McLean approach will be used as a model. It is expected that this model will allow the identification of elements that facilitate or hinder the use of E-Puskesmas, thus becoming a valuable tool for future evaluation and improvement. All independent variables affect the dependent variable and provide positive benefits for the health center. However, some challenges remain in the implementation of E-Puskesmas, including unstable internet connectivity and access rights for using E-Puskesmas
Socialization of the Utilization of Google Drive as an Online Storage Medium for Health Workers in Health Facilities Mardi, Yuli; Dewi Oktavia
ABDIMAS: Jurnal Pengabdian Masyarakat Vol. 8 No. 1 (2025): ABDIMAS UMTAS: Jurnal Pengabdian Kepada Masyarakat
Publisher : LPPM Universitas Muhammadiyah Tasikmalaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35568/abdimas.v8i1.5667

Abstract

Google Drive is a free storage service provided by Google, where users can store files and access them anytime as long as their devices are connected to the internet. Google Drive can store various types of files such as documents, photos, audio, videos, and more. It offers 15GB of free storage capacity. With all its advantages, not all health workers are able to utilize Google Drive optimally. Conducting training on the use of Google Drive as an online storage tool for healthcare workers in health facilities is an essential step to ensure that all staff understand and can effectively use this technology. Besides boosting the productivity of healthcare workers, using Google Drive also allows them to provide better healthcare services to patients. This training will be conducted at the Kuranji Health Center in Padang over 2 days, consisting of both theoretical and practical sessions. The training was carried out successfully, and participants were able to learn about Google Drive and how to use it. The training participants included all health center staff who were not on active duty, such as medical record officers, pharmacy staff, midwives, doctors, and the head of the health center. Out of the 15 pretest questions related to Google Drive, the participants' average score was 69.55. After participating in the activity, their average score increased to 86.56. This indicates that the training conducted was effective in broadening the participants' understanding of Google Drive and the significant benefits offered by this Google service. In the future, it is hoped that similar training can be conducted with a longer duration.
Peningkatan Kapasitas SDM di RSJ. HB. Saanin dalam Pengolahan Data Kesehatan Menggunakan Pivot Table dan Dashboard Ms Excel Mardi, Yuli; Nila Mayasari; Vanya Putri Ramadhani
Joong-Ki : Jurnal Pengabdian Masyarakat Vol. 5 No. 1: November 2025
Publisher : CV. Ulil Albab Corp

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56799/joongki.v5i1.11566

Abstract

HB Saanin Psychiatric Hospital faces challenges in health data management that is still conducted manually, limiting efficiency and accuracy in decision-making. A major constraint lies in the limited understanding of healthcare professionals and administrative staff regarding data analysis tools, such as Pivot Tables and Dashboards in Microsoft Excel. To address this issue, this Community Service Program (PKM) aimed to enhance the capacity of human resources at HB Saanin Hospital in health data processing through training and mentoring on Excel features. The program consisted of preparation, training implementation, evaluation, and mentoring stages. The training focused on two key aspects: (1) data analysis using Pivot Tables for faster and more accurate information presentation, and (2) the development of interactive Dashboards as data visualization tools to support evidence-based decision-making. Evaluation was carried out through pre-tests and post-tests, as well as direct observation of participants’ application in their workplace. Results showed an increase in participants’ understanding, with an average pre-test score of 73.64 compared to a post-test score of 85. The outcomes indicate improved skills of healthcare staff in efficient data management and analysis, thereby supporting service optimization at HB Saanin Hospital through Excel-based information technology.
Analisis Manajemen Risiko Di Unit Rekam Medis Rumah Sakit Umum‘Aisyiah Padang Oktavia, Dewi; Mardi, Yuli
Innovative: Journal Of Social Science Research Vol. 4 No. 6 (2024): Innovative: Journal Of Social Science Research
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/innovative.v4i6.17366

Abstract

Setiap rumah sakit wajib untuk menjaga keselamatan pasien, pengunjung, dan semua petugas pemberi layanan kesehatan. Agar keselamatan pasien dan karyawan terjamin, maka sistem manajemen risiko harus diterapkan pada semua unit di rumah sakit termasuk bagian rekam medis. Tujuan penelitian ini adalah untuk menganalisis manajemen risiko pada unit rekam medis. Metode penelitian menggunakan desain kualitatif dengan tekhnik pengambilan informan secara purposive sampling melalui cara wawancara mendalam. Analisis data yang digunakan analisis deskriptif. Hasil penelitian diperoleh bahwa proses manajemen risiko di unit rekam medis Rumah Sakit Umum ‘Aisyiah Padang belum terlaksana untuk semua tahap. Tahapan proses yang terlaksana hanya baru dari tahap komunikasi dan konsultasi serta penetapan konteks. Tahap Penilaian Risiko, Penanganan Risiko; dan Monitoring dan Review belum terlaksana. Saran dari penelitian ini sebaiknya perlu membuat regulasi terkait pelaksanaan manajemen risiko, menerapkan proses manajemen risiko secara maksimal setiap tahap agar Kesehatan dan keselamatan kerja terjaga sehingga akan berdampak positif terhadap peningkatan produktivitas kerja petugas rekam medis.
SOCIALIZATION OF THE USE OF GOOGLE DRIVE AT PUSKESMAS AMBACANG KOTA PADANG Kamal, Syamsul; Mardi, Yuli; Claudia Mareti, Windy
Abdi Dosen : Jurnal Pengabdian Pada Masyarakat Vol. 7 No. 3 (2023): SEPTEMBER
Publisher : LPPM Univ. Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32832/abdidos.v7i3.1962

Abstract

Computer technology has developed significantly, from Windows application programs to increasingly sophisticated data storage media. In the past, we usually stored data using diskettes with small storage sizes, then Flashdisk and Hardisk appeared, until the entry of a new era, namely Cloud storage technology. Cloud technology itself has broad functions, one of which is as an online data storage medium. Like the familiar cloud-based data storage service, Google Drive can store up to 15GB of data for free. In addition to data storage like Google Drive, there is also cloud data storage, such as DropBox, OneDrive, and others. By using Google Drive, users experience many benefits, including being able to share data with those who need data. There is no need to store files on a flash disk or hard disk, where our files are directly stored on Google servers, which can be used at any time, modified. In using Google Drive, many Ambacang Health Center staff do not understand Google Drive. The purpose of holding this Community Service is so that all staff can understand Google Drive how to use it and its features, the results achieved are that all participants understand and understand the use of Google Drive. This socialization has been carried out 2 times, on May 27 and June 17, 2023, with lecture and discussion methods.
SOCIALIZATION OF MANUAL AND ELECTRONIC MEDICAL RECORD SYSTEMS AT PUSKESMAS SEI. NANAM SOLOK REGENCY Kamal, Syamsul; Mardi, Yuli; Prihatin, Endang
Abdi Dosen : Jurnal Pengabdian Pada Masyarakat Vol. 7 No. 2 (2023): JUNI
Publisher : LPPM Univ. Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32832/abdidos.v7i2.2179

Abstract

The use of the Electronic Medical Record System (RME) in health service facilities is a need and demand carried out by health workers, which is related to Permenkes No. 24 of 2022, that RME has been used before December 31, 2023, in all Health Service Facilities. At the Sii Health Center. Nanam Kab. Solok, medical record activities are still carried out manually. The problem is that medical record staff do not understand electronic medical records which will be implemented in health care facilities throughout Indonesia. Once the importance of RME, RME Socialization, and the Manual Medical Record System was carried out at the Sei Health Center. Nanam Kab. Solok on September 22, 2022, there were 12 participants, namely dr, P-Care Health Center, and medical record staff at Sei Health Center. Nanam Kab. Solok and student Apikes Iris. During this socialization, it was explained to participants of the RME system, Manual Medical Record (RMM), Legal Basis for Medical Records, advantages and disadvantages of manual and electronic RME systems, Obstacles and challenges of RME, participants who attended the socialization listened to information with enthusiasm and enthusiasm, in elaborating on this material, some asked questions and discussions who did not understand Manual and Electronic Medical Records. The purpose of this activity is to make the puskesmas staff, especially the medical record department, understand and understand RME and RMM.
Sosialisasi Communicative Competence Bahasa Inggris Bagi Perekam Medis dan Informasi Kesehatan (PMIK) di RSJ. HB Saanin Padang Mayasari, Nila; Mardi, Yuli
Jurnal Vokasi Vol 9, No 3 (2025): November
Publisher : Politeknik Negeri Lhokseumawe

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30811/vokasi.v9i3.7677

Abstract

Sosialisasi Communicative Competence Bahasa Inggris Bagi Perekam Medis dan Informasi Kesehatan (PMIK) di RSJ. HB Saanin program ini bertujuan untuk memberikan pemahaman dasar dan praktik dalam komunikasi bahasa Inggris secara efektif, khususnya dalam konteks rekam medis dan informasi kesehatan. Diharapkan melalui program ini, tenaga PMIK dapat lebih percaya diri dalam menggunakan bahasa Inggris untuk meningkatkan kualitas pelayanan mereka.Role play merupakan metode yang diaplikasikan dalam proses peningkatan skill. Sebelum melakukan pelatihan Bahasa inggris dengan menggnakan metode tersebut, dilakukan observasi lapanagan yaitu dengan mengamati dan bertanya kepada beberapa staff rumah sakit, pelatihan ini telah dilaksakan pada RSJ HB Saanin padang. PKM ini nantinya akan di jurnalkan pada Jurnal Vokasi yang terindeks sinta 5
Language Communication Competence in English for Medical Records and Health Information Officers (PMIK) at the HB Saanin Mental Hospital in Padang Mayasari, Nila; Mardi, Yuli
Research of Service Administration Health and Sains Healthys Vol 6, No 2 (2025): Research of Service Administration Health and Sains Healthys (Desember)
Publisher : Lembaga Penelitian dan Pendidikan (LPP) Mandala

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58258/rehat.v6i2.9348

Abstract

Medical Records and Health Information (PMIK) is a profession that plays a vital role in supporting the healthcare system, particularly in managing patient medical data. In an increasingly globalized medical world, English proficiency is crucial, given the abundance of medical literature, international journals, and communication with international medical personnel that utilize English. RSJ. HB Saanin Padang, as a hospital serving patients with special medical needs, certainly requires PMIKs who possess English communication skills. Therefore, developing communicative competence in English is crucial, not only for understanding medical documentation but also in communicating with international medical personnel and to support more efficient administrative processes.