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All Journal Jurnal Manajemen Informasi dan Administrasi Kesehatan Hearty : Jurnal Kesehatan Masyarakat Jurnal Manajemen Informasi Kesehatan Indonesia (JMIKI) Jurnal Ilmiah Kesehatan Masyarakat Malcom: Indonesian Journal of Machine Learning and Computer Science Journal of Artificial Intelligence and Digital Business Jurnal Medika Nusantara Antigen: Jurnal Kesehatan Masyarakat dan Ilmu Gizi Vitamedica: Jurnal Rumpun Kesehatan Umum
Bangga Agung Satrya
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Computer Science & IT Dentistry Economics, Econometrics & Finance Electrical & Electronics Engineering Engineering Health Professions Medicine & Pharmacology Nursing Public Health Veterinary Other

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Evaluasi Pengguna HIS dengan Metode TAM di Wilayah Kerja Rumah Sakit Dr. Cipto Mangunkusumo Revina Purnaningrum; Bangga Agung Satrya; Muhammad Fuad Iqbal; Noor Yulia
VitaMedica : Jurnal Rumpun Kesehatan Umum Vol. 3 No. 2 (2025): April : VitaMedica : Jurnal Rumpun Kesehatan Umum
Publisher : STIKES Columbia Asia Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62027/vitamedica.v3i2.346

Abstract

Hospital information systems are technologies used in hospital information management. Dr. Cipto Mangunkusumo Hospital has kept up with technological developments by using HIS which is used to simplify the service process in the medical record unit from incoming patients to outpatients. The purpose of this study is to find out the overview based on the Technology Acceptance Model (TAM) dementia, which is an information system theory of how users can accept and utilize technology. The RME evaluation considers five perceptions, namely perceived ease of use, perceived usefulness, attitude toward using, behavioral intention, and actual technology use. The method of this study is quantitative description research and the object of this study is 96 Hospital Information System (HIS) respondents. The results of this study show that as many as (61.5%) respondents who received HIS and (38.5%) who have not received HIS with details of the perceived ease of use HIS obtained (75%), perceived usefulnesss (70.8%), Attitude toward using was obtained (79.2%), behavioral intention was obtained (62.5%) and in terms of Actual Technology Use as many as 70.8% used every day with a duration of 3 hours per day. It can be concluded that the perception of HIS users has gone well and provided benefits for officers including increased productivity in doing work, but there are still several shortcomings so that there is a need for monitoring and socialization of users who are still not skilled in using HIS and developing HIS features that are more responsive to the needs of health workers and improving technological infrastructure so that HIS can run more easily.
Analisis Kelengkapan Pengisian Catatan Perkembangan Pasien Terintegrasi Dokter Pada Rekam Medis Elektronik Assesmen IGD Di RSUD Tarakan Tahun 2024 Arif Ibnu Fadillah; Bangga Agung Satrya; Noor Yulia; Muhammad Fuad Iqbal
Jurnal Medika Nusantara Vol. 3 No. 2 (2025): Jurnal Medika Nusantara
Publisher : Stikes Kesdam IV/Diponegoro Semarang, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59680/medika.v3i2.1786

Abstract

Integrated Patient Progress Notes (CPPT) are activities of health workers (doctors, nurses, pharmacists, nutritionists, and other officers) in recording the results of their activities, in one format together in the patient's medical record related to the patient's care process. This sheet contains the patient's identity, date of examination, examination time, notes from the treating doctor, notes from other clinical staff, and is verified with the initials and name of the officer who filled it in. All actions taken are recorded at the time, date and type of action given and must be signed by the examining doctor. This study aims to see the completeness of the doctor's integrated patient progress notes in the electronic medical record of the IGD assessment at Tarakan Hospital, Jakarta. This study uses a descriptive methodology with a quantitative approach. A sample of 77 electronic medical records of the IGD assessment used random sampling. Research results: from the analysis, the completeness was 90%, not reaching the minimum standard set by the Ministry of Health, which is 100%. Of the 4 components analyzed, the highest level of completeness is in the patient identification, authentication, good recording components of 100%, while the lowest percentage of completeness is in the important report content component of 93%. Several factors that cause poor doctor CPPT are when the doctor has filled in the Doctor CPPT but the system does not save it because an error occurs. It is recommended that the system be monitored consistently to prevent such errors during data entry, and that a special computer unit for doctors be created to minimize waiting time when interacting with other nursing staff.
Tinjauan Ketepatan Kodefikasi Penyakit Hipertensi Pada Pasien Rawat Jalan di Klinik Pratama Satkes Denma Mabesal Lautsan, Christina; Satrya, Bangga Agung; Rumana, Nanda Aula; Widjaja, Lily
Jurnal Manajemen Informasi Kesehatan Indonesia (JMIKI) Vol 13 No 1 (2025)
Publisher : Asosiasi Perguruan Tinggi Rekam Medis dan Informasi Kesehatan Indonesia- APTIRMIKI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33560/jmiki.v13i1.827

Abstract

Menetapkan kode diagnosis penyakit dengan menggunakan pedoman klasifikasi internasional untuk mencatat dan mengelola informasi kesehatan yang dikenal sebagai kodefikasi penyakit. Dalam hal kodefikasi penyakit dengan sistem pendokumentasian yang akurat dinilai penting karena ini akan berdampak pada pengelolaan data pasien dan perencanaan dalam pelayanan. Metode deskriptif kuantitatif dipilih pada penelitian ini. Rekam medis elektronik pasien dipelayanan rawat jalan periode Januari sd Juni 2024 di Klinik Pratama Satkes Denma Mabesal dengan diagnosis hipertensi menjadi sampel yang akan diteliti dengan menggunakan pedoman ICD-10 edisi 2010. Peninjauan dilakukan terhadap penentuan kode diagnosis penyakit hipertensi, persentase keseluruhan kodefikasi penyakit, serta faktor yang menyebabkan dalam penetapan kode diagnosis pada penyakit hipertensi. Hasil penelitian menunjukkan bahwa dari 84 rekam medis pada pasien rawat jalan yang teridentifikasi, 15 rekam medis (17,86%) memiliki kode diagnosis hipertensi yang tepat sedangkan 69 rekam medis (82,14%) lainnya tidak tepat. Salah satu yang menyebabkan ketidaktepatan dalam penetapan kode diagnosis antara lain riwayat pendidikan yang tidak sesuai sehingga menyebabkan mereka tidak memahami prosedur yang tepat yang diperlukan dalam menetapkan kode diagnosis. Penelitian ini diharapkan dapat membantu Klinik Pratama Satkes Denma Mabesal meningkatkan ketepatan kodefikasi penyakit melalui pelatihan dan pemahaman yang lebih baik tentang sistem kodefikasi penyakit serta peningkatan kualitas rekam medis pasien.
Tinjauan Penerapan Rekam Medis Elektronik di Pendaftaran Rawat Jalan RSUD Balaraja Bella Safitri; Noor Yulia; Lily Widjaja; Bangga Agung Satrya
VitaMedica : Jurnal Rumpun Kesehatan Umum Vol. 3 No. 3 (2025): Juli : VitaMedica : Jurnal Rumpun Kesehatan Umum
Publisher : STIKES Columbia Asia Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62027/vitamedica.v3i3.421

Abstract

The implementation of Electronic Medical Records (EMR) is a digitalization innovation in medical data storage which aims to increase the efficiency of health services. At Balaraja Regional Hospital, the EMR system is implemented using the Hospital Information Management application (MIRSA). This study aims to evaluate the implementation of EMR in outpatient registration, identify the obstacles faced, and provide recommendations for improvement. The scope of the research includes an outpatient registration system that uses EMR. Descriptive research method with qualitative analysis, by means of observation and interviews with the main informant, the head of medical records and other informants, registration officers. The research results show that the implementation of EMR has increased service efficiency by speeding up the registration process and reducing manual recording errors. However, analysis using the Human, Organization, Technology, Net-Benefit (HOT-Fit) method revealed obstacles such as technological aspects and organizational support, as well as slow network constraints. The conclusion of this research is that although EMR provides benefits in increasing service efficiency, improvements are still needed in technological and management aspects. It is recommended that Balaraja Regional Hospital develop special SOPs for MIRSA, improve system maintenance, and provide regular training officers to improve the quality of health services.
IMPLEMENTATION OF ELECTRONIC MEDICAL RECORDS BASED ON THE PERSPECTIVE OF MEDICAL RECORD AND HEALTH INFORMATION OFFICERS AT RSUD BALARAJA Agustin, Rosalia; Putra, Daniel Happy; Sonia, Dina; Satrya, Bangga Agung
HEARTY Vol 13 No 5 (2025): OKTOBER
Publisher : Fakultas Ilmu Kesehatan, Universitas Ibn Khaldun, Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32832/hearty.v13i5.20941

Abstract

This study examines the implementation of Electronic Medical Records (EMR) at Balaraja Regional Hospital from the perspective of medical recorders as the main users of the system. Digitalization of health services through EMR aims to improve efficiency and quality of service, but in its implementation there are still various obstacles, such as suboptimal infrastructure, use of hybrid systems, and limited training for officers. Using a descriptive qualitative method with the PIECES approach (Performance, Information, Economics, Control, Efficiency, and Service), this study involved 9 informants who were interviewed in depth. The results of the analysis show that EMR has increased the speed of data access, information accuracy, and work efficiency. However, challenges still arise in the form of double data entry, network disruptions, and lack of system integration. Although the system is considered quite secure in terms of access control, its effectiveness is still influenced by user readiness and compliance. In addition, user satisfaction with the system also depends heavily on system stability and ease of operation. This study recommends strengthening infrastructure, regular training, improving SOPs, and accelerating full digitalization so that the implementation of EMR can run optimally and sustainably.
Analisis Kebutuhan SDM Petugas Rekam Medis di Rumah Sakit Mekar Sari Bekasi Menggunakan Metode ABK-Kes Fani Nur Azizah; Puteri Fannya; Laela Indawati; Bangga Agung Satrya
SEHATMAS: Jurnal Ilmiah Kesehatan Masyarakat Vol. 4 No. 4 (2025): Oktober 2025
Publisher : Yayasan Literasi Sains Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55123/sehatmas.v4i4.6174

Abstract

Human resource planning is essential to ensure the availability of a workforce that meets current and future service needs. In the health sector, the health workload analysis method is used to objectively evaluate human resource needs. This study was conducted at Mekar Sari Bekasi Hospital to determine the ideal number of medical record and health information officers. Currently there are 9 medical record officers, consisting of 4 people with PMIK (Medical Recorder and Health Information) education backgrounds and 5 non-PMIK people. Conditions in the field show that officers often get additional workloads when colleagues are absent, and even have to work overtime to get the job done on time. This study uses descriptive quantitative methods through direct observation and interviews. The results show that the available work time (WKT) is 1201 hours or 72,000 minutes per year. With a Supporting Task Factor (FTP) of 8% and a Supporting Task Standard (STP) of 1.09, the ideal HR requirement is 10 people. This requires the addition of 1 officer with a PMIK background, who will be placed in the assembling section. Meanwhile, 1 officer each from the coding and filing sections will be transferred to the filing section.
Analisis Implementasi Artificial Intelligence dalam Dunia Kesehatan Indonesia: Literature Review: Analysis of Artificial Intelligence Implementation in the Indonesian Healthcare Sector: A Literature Review Avianta, Nur Azizah Syaputri; Putra, Daniel Happy; Satrya, Bangga Agung; Iqbal, Muhammad Fuad
MALCOM: Indonesian Journal of Machine Learning and Computer Science Vol. 5 No. 4 (2025): MALCOM October 2025
Publisher : Institut Riset dan Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57152/malcom.v5i4.2229

Abstract

Artificial Intelligence (AI) diharapkan menjadi kekuatan utama dalam mendukung transformasi digital sektor kesehatan, sesuai visi Kementerian Kesehatan tahun 2023. Namun, implementasi AI di Indonesia masih jauh dari harapan. Meskipun terdapat inisiatif kuat untuk memanfaatkan AI dalam meningkatkan efisiensi dan efektivitas layanan kesehatan, penerapannya masih terbatas dan belum merata. Penelitian ini dilakukan menggunakan metode literature review terhadap 52 artikel ilmiah periode 2021–2024. Dengan pendekatan teori Diffusion of Innovation, penelitian ini mengevaluasi manfaat AI dalam diagnosis, pengambilan keputusan klinis, manajemen data, dan peningkatan akses pelayanan, serta mengidentifikasi model adopsi dan tantangan utama dalam penerapannya. Hasil analisis menunjukkan bahwa tantangan utama dalam implementasi AI di sektor kesehatan Indonesia mencakup belum adanya regulasi spesifik, lemahnya infrastruktur digital, isu etika, dan rendahnya literasi teknologi. Meski demikian, Indonesia memiliki potensi besar dalam pengembangan ekosistem AI yang adaptif dan inklusif. Keberhasilan implementasi sangat bergantung pada kolaborasi lintas sektor, penguatan regulasi, serta peningkatan kompetensi sumber daya manusia dan kapasitas teknologi. Dengan strategi nasional yang terarah dan berkelanjutan, AI berpeluang menjadi pilar transformasi sistem pelayanan kesehatan yang lebih modern, efisien, dan berdaya saing.
Tinjauan Aspek Ergonomi Lingkungan dan Keamanan Kerja pada Ruang Rekam Medis RS Tiara Bekasi Hari Dwi Cahya; Muhammad Fuad Iqbal; Bangga Agung Satrya; Noor Yulia
Antigen : Jurnal Kesehatan Masyarakat dan Ilmu Gizi Vol. 3 No. 1 (2025): Antigen: Jurnal Kesehatan Masyarakat dan Ilmu Gizi
Publisher : LPPM STIKES KESETIAKAWANAN SOSIAL INDONESIA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57213/antigen.v3i1.545

Abstract

The application of good environmental ergonomics and occupational safety can help reduce the number of workplace accidents, improve employee welfare, and increase efficiency and productivity in the workplace. Therefore, research on Environmental Ergonomics and Occupational Safety is needed. To understand the contribution to scientific knowledge in the field of environmental ergonomics in medical record rooms, this study uses a qualitative descriptive research type to systematically describe Environmental Ergonomics and Occupational Safety. Observations in the medical record room at Tiara Hospital in Bekasi related to lighting in the medical record unit room found that the lighting in the medical record unit room was sufficient to assist staff in performing their duties. However, the lighting in the medical record document storage room (filing) is still uneven, and the medical record room door that cannot be locked poses a high risk to document security. Although there is a staff member on duty 24 hours a day, unauthorized individuals can still enter when the staff is inattentive. This can lead to unauthorized access to sensitive medical record documents, the risk of document theft or damage, and potential breaches of patient privacy. Suggestions include improving the lighting in the patient registration area to meet the recommended minimum standards and enhancing the security system, including ensuring that the medical record room door can be properly locked and considering the use of additional security technologies such as CCTV and access control systems.
Pengaruh Aktivitas Organisasi, Prestasi Belajar, Jiwa Kewirausahaan, dan Jenis Kelamin Terhadap Kesiapan Kerja Alumni Karim, Hidayat Ramadhani Nuzulul; Rumana, Nanda Aula; Indawati, Laela; Satrya, Bangga Agung
Jurnal Manajemen Informasi dan Administrasi Kesehatan Vol. 8 No. 2 (2025): JMIAK
Publisher : Program Studi D3 Rekam Medis dan Informasi Kesehatan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32585/jmiak.v8i2.7147

Abstract

Kesiapan kerja merupakan aspek penting yang harus dimiliki oleh lulusan perguruan tinggi untuk menghadapi dunia kerja yang semakin kompetitif. Penelitian ini bertujuan untuk menganalisis pengaruh aktivitas organisasi, prestasi belajar, dan jiwa kewirausahaan terhadap kesiapan kerja pada alumni Program Studi Rekam Medis dan Informasi Kesehatan Universitas Esa Unggul. Penelitian dilakukan pada alumni Program Studi Rekam Medis dan Informasi Kesehatan Universitas Esa Unggul yang telah dinyatakan lulus ujian kompetensi tahun 2024 dengan populasi sebanyak 65 orang dengan sampel yang digunakan sebanyak 51 orang melalui penyebaran kuesioner sebagai instrumen pengumpulan data. Metode yang digunakan adalah penelitian kuantitatif dengan pendekatan analisis inferensial dan pengujian hipotesis menggunakan uji chi-square. Variabel yang diteliti meliputi aktivitas organisasi, prestasi belajar, jiwa kewirausahaan, dan kesiapan kerja. Hasil penelitian ini menunjukkan bahwa tidak terdapat pengaruh aktivitas organisasi terhadap kesiapan kerja dengan hasil p-value 0,468 >0,05. Tidak terdapat pengaruh prestasi belajar terhadap kesiapan kerja dengan hasil p-value 0,547 >0,05. Terdapat pengaruh jiwa kewirausahaan terhadap kesiapan kerja dengan hasil p-value 0,004 <0,05. Tidak terdapat pengaruh jenis kelamin terhadap kesiapan kerja dengan hasil p-value 0,447 >0,05.
Desain Tracer Berbasis Elektronik di Bagian Filing RSUD Bakti Pajajaran Hambali, Naira Fazilanisa; Satrya, Bangga Agung; Putra, Daniel Happy; Iqbal, Muhammad Fuad
RIGGS: Journal of Artificial Intelligence and Digital Business Vol. 4 No. 4 (2026): November - January
Publisher : Prodi Bisnis Digital Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/riggs.v4i4.3341

Abstract

Tracer merupakan sistem pelacakan dan pencatatan pergerakan berkas rekam medis pasien selama masa rawat inap untuk memastikan dokumen dapat ditemukan dengan cepat dan akurat. Di RSUD Bakti Pajajaran, tracer awalnya dilakukan secara manual menggunakan dokumen fisik, yang sering menimbulkan kesalahan pencatatan, keterlambatan pelacakan, dan rendahnya efisiensi kerja. Untuk mengatasi hal tersebut, rumah sakit mulai mengimplementasikan tracer elektronik berbasis spreadsheet. Namun, karena desain sistemnya belum terstruktur, muncul berbagai kendala dalam pengelolaan dan integrasi data. Penelitian ini bertujuan menyempurnakan tracer elektronik agar lebih fungsional, efisien, serta selaras dengan alur kerja petugas filing. Penelitian dilaksanakan oleh mahasiswa Program Studi DIII Rekam Medis dan Informasi Kesehatan Universitas Esa Unggul dengan melibatkan petugas filing, kepala rekam medis, dan petugas IT RSUD Bakti Pajajaran selama Desember 2024 hingga Juli 2025. Metode yang digunakan adalah deskriptif kualitatif dengan pendekatan System Development Life Cycle (SDLC) model prototyping, yang mencakup tahapan analisis kebutuhan, perancangan prototipe, serta evaluasi pengguna. Hasil penelitian menunjukkan bahwa tracer elektronik yang dikembangkan telah dilengkapi fitur pencatatan peminjaman dan pengembalian rekam medis dengan validasi data dan dropdown status, serta dashboard visual untuk memantau status dokumen secara real-time. Berdasarkan hasil evaluasi, sistem baru ini mampu meningkatkan akurasi pencatatan, mempercepat proses pencarian dokumen, dan secara signifikan mendukung transformasi digital dalam pengelolaan rekam medis di RSUD Bakti Pajajaran.
Co-Authors Agustin, Rosalia Arif Ibnu Fadillah Avianta, Nur Azizah Syaputri Bella Safitri Daniel Happy Putra Dina Sonia Fani Nur Azizah Fannya, Puteri Hambali, Naira Fazilanisa Hari Dwi Cahya Indawati, Laela Iqbal, Muhammad Fuad Karim, Hidayat Ramadhani Nuzulul Lautsan, Christina Revina Purnaningrum Widjaja, Lily Yulia, Noor