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All Journal JIMKesmas (Jurnal Ilmiah Mahasiswa Kesehatan Masyarakat) Jurnal Persada Husada Indonesia Jurnal Manajemen Informasi dan Administrasi Kesehatan Indonesian of Health Information Management Journal (INOHIM) Diagnosis: Jurnal Ilmiah Kesehatan Jurnal Ners Science Midwifery Sehat Rakyat: Jurnal Kesehatan Masyarakat CEMERLANG :Jurnal Manajemen dan Ekonomi Bisnis Journal of Information Systems for Public Health Journal Health Information Management Indonesian Bengawan :Jurnal Pengabdian Masyarakat Jurnal Kesehatan Tropis Indonesia Gema Kesehatan Vitalitas Medis : Jurnal Kesehatan Dan Kedokteran Inovasi Kesehatan Global Medicor : Journal of Health Informatics and Health Policy (Medical Scientific Journal) MESINA Indonesian Journal of Science and Education Jurnal Ilmiah Ilmu Kesehatan Jurnal teknologi Kesehatan Borneo
Novratilova, Sinta
Politeknik Indonusa Surakarta
Religion Biochemistry, Genetics & Molecular Biology Chemistry Computer Science & IT Decision Sciences, Operations Research & Management Dentistry Economics, Econometrics & Finance Education Environmental Science Health Professions Immunology & microbiology Languange, Linguistic, Communication & Media Materials Science & Nanotechnology Medicine & Pharmacology Nursing Physics Public Health Social Sciences Veterinary

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Analisis Spasial Kasus Pneumonia Berbasis Sistem Informasi Geografis Di Kabupaten Boyolali Siti Slasaini Ahluljanah Ahluljanah; Sinta Novratilova; Wahyu Wijaya Widiyanto
Jurnal Manajemen Informasi dan Administrasi Kesehatan (JMIAK) Vol. 9 No. 1 (2026): JMIAK
Publisher : Program Studi D3 Rekam Medis dan Informasi Kesehatan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32585/jmiak.v9i1.8155

Abstract

Pneumonia is a public health problem that is still a major cause of morbidity, especially in areas with diverse environmental conditions and population density, such as in Boyolali Regency. This research aims to map the distribution of pneumonia cases based on population density and regional topography and analyze the distribution pattern of pneumonia cases to support planning of targeted health interventions. The method used in this research is quantitative descriptive with a spatial analysis method based on a geographic information system. All data obtained is processed using the Qgis software application to visualize a map of pneumonia cases. The results of the Moran's autocorrelation test show a widespread pattern of case distribution with a Morans index value of -0.290, p-value 0.104 and z-score -1.0398 and there is no significant spatial autocorrelation between regions. Areas with high and medium cases are in densely populated sub-districts and in areas with relatively moderate altitude. Therefore, promotive and preventive efforts need to be carried out evenly in all regions for early anticipation in areas with a low number of pneumonia cases.
Spatial Analysis of Stunting Case Distribution Using Health Information Data in Ngemplak District Marlia Dwiyanti; Sinta Novratilova; Resia Perwirani
Jurnal teknologi Kesehatan Borneo Vol 7 No 1 (2026): Jurnal teknologi Kesehatan Borneo
Publisher : POLTEKKES KEMENKES PONTIANAK

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30602/jtkb.v7i1.473

Abstract

Stunting is a public health problem that has a long-term impact on reducing the quality of human resources. Ngemplak District recorded 821 stunting cases among children under five in 2024, making it the area with the highest stunting burden in Boyolali Regency. This study aims to analyze the spatial distribution patterns of stunting prevalence based on the accessibility of health facilities and basic immunization coverage using a Geographic Information System approach. The research design is descriptive quantitative with an ecological spatial approach using a total population of 821 cases spread across 12 villages. The analysis was carried out through mapping stunting prevalence per village, immunization coverage overlay, 1 km radius health facility buffering using QGIS 3.34, as well as global spatial autocorrelation (Global Moran's I) and local spatial autocorrelation (LISA) using GeoDa. The highest stunting prevalence was found in Sobokerto Village (16.3%), Ngargorejo (15.9%), and Manggung (15.1%), while the lowest prevalence was recorded in Giriroto Village (6.4%). Two villages recorded immunization coverage below the national target of 90%, namely Sawahan (88.5%) and Giriroto (79.4%). Buffering analysis results show that 10 out of 12 villages are within the reach of health facilities, while Manggung and Ngargorejo villages are outside the 1 km radius. The Global Moran's I value of -0.0637 (pseudo p-value = 0.3750) indicates a globally random spatial distribution pattern. LISA analysis identified Manggung Village as a high-low spatial outlier (p = 0.05), indicating significant local spatial correlation in that area. This study concludes that stunting determinants are local and spatially independent, requiring contextual intervention strategies per village, prioritizing Manggung and Ngargorejo villages through expanded health facility reach, and Sobokerto Village through specific local risk factor approaches.
Studi Literatur: Identifikasi Akar Masalah Duplikasi Data Rekam Medis Berbasis Solusi Continuous Improvement Afrodita Putri Alesca; Sinta Novratilova; Aulia Rahmawati; Dian Nur Afifah; Clara Indah Ayu Meilan; Adi Reza Saputra; Muhammad Junaid Farrukh
Jurnal Persada Husada Indonesia Vol 13 No 3 (2026): Jurnal Persada Husada Indonesia
Publisher : STIKes Persada Husada Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56014/jphi.v13i3.493

Abstract

Research Objective: This study aimed to identify the root causes of medical record-number duplication and synthesize evidence-informed continuous-improvement recommendations. Methodology: A Systematic Literature Review (SLR) was conducted in Google Scholar in June 2026 using combinations of “medical record duplication,” “Electronic Medical Records (EMR),” and “continuous improvement.” Articles published between 2022 and 2026 were screened using predefined eligibility criteria. Of 7,580 records identified, 11 articles were included and analyzed through qualitative thematic coding and narrative quality appraisal. Results: The evidence was grouped into five interrelated dimensions: human resources, systems and technology, processes and Standard Operating Procedures (SOPs), policies and governance, and infrastructure. Human-resource factors were the most frequently reported, while system limitations, weak identity-verification procedures, limited governance, and infrastructure disruptions also contributed to assigning more than one medical record number to the same patient. The findings were mapped to PDCA, Kaizen, data cleansing, and Master Patient Index (MPI) strategies. Conclusion: Medical record-number duplication is a multidimensional patient-safety and data-quality problem. The proposed continuous-improvement framework should be interpreted as an evidence-informed synthesis that may help healthcare facilities reduce new duplication and strengthen patient-identity management; its effectiveness requires local implementation and evaluation.
Kepuasan Pengguna terhadap Implementasi Rekam Medis Elektronik Menggunakan Metode EUCS: Tinjauan Literatur Adi Prabowo; Sinta Novratilova; Amalia Putri Ramadhani; Amalia Sepnesia; Aulia Febiyanti; Bunga Elka Setianingsih; Joao Manuel Correia Ximenes
Jurnal Persada Husada Indonesia Vol 13 No 3 (2026): Jurnal Persada Husada Indonesia
Publisher : STIKes Persada Husada Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56014/jphi.v13i3.495

Abstract

Research Objective: This study aimed to describe user satisfaction with electronic medical record (EMR) implementation across the five End User Computing Satisfaction (EUCS) dimensions and to identify commonly reported implementation barriers. Methodology: A structured descriptive literature review was conducted using Google Scholar in April 2026. Searches combined the terms “electronic medical record” OR “rekam medis elektronik,” “End User Computing Satisfaction” OR “EUCS,” and “hospital” OR “rumah sakit.” Indonesian-language, full-text hospital-based studies published from 2022 to 2026 were eligible. Of 1,600 records identified, 5 studies met the criteria and were narratively synthesized. Results: The included studies generally reported favorable satisfaction across content, accuracy, format, ease of use, and timeliness. Nevertheless, recurring concerns were reported for ease of use and timeliness, including difficult workflows, unstable networks, server disruption, system errors, limited user skills, and duplicate data entry. Conclusion: The reviewed evidence suggests that EMR user satisfaction is associated with both system characteristics and implementation conditions. Improvements should prioritize usability, network and server reliability, workflow simplification, and periodic user training.
ANALISIS KEUNGGULAN REKAM MEDIS ELEKTRONIK DIBANDINGKAN REKAM MEDIS MANUAL Febiana Devi Ariyani; Sinta Novratilova; Indah Julianti; Indi Amelia Pertiwi; Intan Hanifa; Junisha Ekaputri Tangkilisan; Muhammad Kholilullah
PrimA: Jurnal Ilmiah Ilmu Kesehatan Vol. 12 No. 1 (2026): PrimA: Jurnal Ilmiah Ilmu Kesehatan
Publisher : LPPM STIKES Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47506/nh56ex16

Abstract

Penggunaan rekam medis elektronik (RME) mulai diterapkan di berbagai fasilitas pelayanan kesehatan untuk meningkatkan efisiensi pelayanan, kelengkapan dokumentasi, dan mutu layanan kesehatan. Penelitian ini bertujuan menganalisis keunggulan rekam medis elektronik dibandingkan rekam medis manual berdasarkan penelitian yang telah dipublikasikan. Metode yang digunakan adalah literature review melalui penelusuran artikel ilmiah Google Scholar tahun 2020–2026 dengan kata kunci rekam medis elektronik, rekam medis manual, efisiensi pelayanan, dan kelengkapan dokumentasi. Data dianalisis secara deskriptif naratif dengan membandingkan penelitian yang relevan. Hasil menunjukkan bahwa RME lebih unggul dalam meningkatkan efisiensi pelayanan, mempercepat akses data pasien, meningkatkan kelengkapan dokumentasi, serta kepuasan tenaga kesehatan. Meskipun implementasinya masih menghadapi kendala sumber daya manusia, infrastruktur, dan integrasi sistem, RME terbukti lebih efektif dibandingkan rekam medis manual dan memerlukan evaluasi serta pengembangan berkelanjutan.
Tinjauan Literatur Tentang Peran Rekam Medis Elektronik dalam Peningkatan Mutu Pelayanan Kesehatan Munawwarah Munawwarah; Sinta Novratilova; Tri Respati Utaminingsih; Sursiyah Sursiyah; Hanik Pratiwi Agustiana; Thessa Nur Auliya; Zakiya Murni Setyawati
Vitalitas Medis : Jurnal Kesehatan dan Kedokteran Vol. 3 No. 3 (2026): Juli: Vitalitas Medis : Jurnal Kesehatan dan Kedokteran
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62383/vimed.v3i3.3153

Abstract

The quality of healthcare services is highly dependent on the availability of patient data that is timely, accurate, and easily accessible. However, the use of manual medical records still presents several challenges, such as delays in data retrieval, recording errors, and inefficiencies in service processes. Therefore, the implementation of Electronic Medical Records (EMR) is considered a solution to address these issues. Objective: To identify and analyze the role of EMR in improving the quality of healthcare services. Method: This study used a literature review method with data sources obtained from Google Scholar for the period 2022-2026. From 120 identified articles, a selection process based on inclusion criteria resulted in 7 relevant articles for analysis. Results: The findings indicate that EMR improves service efficiency, enhances data accuracy and integration, and supports clinical decision-making. In addition, EMR facilitates better coordination among healthcare providers, streamlines service workflows, and contributes to increased patient satisfaction. However, its implementation still faces challenges, including limited infrastructure, human resource readiness, and data security concerns. Conclusion: EMR plays an important role in improving the quality of healthcare services, particularly in terms of efficiency, data accuracy, and service quality. To optimize its implementation, adequate infrastructure, improved healthcare workforce competence, and strengthened data security systems are required.
Literature Review: Analisis Kesiapan dalam Implementasi Berkas Rekam Medis melalui Pendekatan Doq-It Adinda Nur Aini; Sinta Novratilova; Andhira Deswita Maharani; Affifah Cahya Febriasari; Agnes Mbangi Bangar; Dessyana Dwi Astuti
Vitalitas Medis : Jurnal Kesehatan dan Kedokteran Vol. 3 No. 3 (2026): Juli: Vitalitas Medis : Jurnal Kesehatan dan Kedokteran
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62383/vimed.v3i3.3154

Abstract

The implementation of Electronic Medical Records (EMR) in Indonesia continues to develop as part of the digital transformation in the healthcare sector; however, the readiness of healthcare facilities remains uneven. This study aims to analyze the readiness of EMR implementation using the DOQ-IT approach and to identify supporting factors and barriers. The method used is a literature review with a descriptive qualitative approach on 10 scientific articles published between 2022–2026, obtained from Google Scholar, with a selection process including identification, screening, and eligibility stages. The results indicate that most healthcare facilities are at a moderately ready to highly ready level, although disparities still exist among facilities. The main supporting factors include strong leadership and a supportive organizational culture, while the main barriers consist of limited technological infrastructure, low human resource competence, resistance to change, and suboptimal policies and standard operating procedures. In addition, EMR implementation has been shown to improve service efficiency, the quality of medical documentation, and patient safety. It is concluded that EMR implementation in Indonesia has progressed significantly; however, improvements are still needed in human resources, infrastructure, and governance. Therefore, comprehensive and sustainable strategies are required to optimize EMR implementation across healthcare facilities.
Literature Review : Analisis Faktor Penyebab Ketidakakuratan Kode Diagnosis Klaim BPJS Di Rumah Sakit Nadia Marsha Karinda; Sinta Novratilova; Adhitya Wahyu Kurniawan; Nadia Deswita Putri; Rissandanu Santosa; Rendi Setiyawan Valentino; Syaiful Galih Ramadhani
Diagnosis Jurnal Ilmiah Kesehatan Vol. 21 No. 2 (2026): Diagnosis: Jurnal Ilmiah Kesehatan
Publisher : STIKES Nani Hasanuddin Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35892/djik.v21i2.3477

Abstract

Ketidakakuratan kode diagnosis pada klaim BPJS masih menjadi persoalan yang banyak ditemukan di rumah sakit di Indonesia, mengingat dampaknya yang langsung berpengaruh terhadap kelancaran verifikasi klaim, kesesuaian tarif INA-CBGs, serta kondisi keuangan rumah sakit, sehingga diperlukan kajian yang menyeluruh untuk mengidentifikasi faktor-faktor yang melatarbelakanginya. Penelitian ini bertujuan untuk mengkaji berbagai faktor yang memengaruhi ketidakakuratan kode diagnosis dalam proses klaim BPJS di rumah sakit. Pendekatan yang digunakan adalah literature review terhadap tujuh artikel relevan yang diperoleh dari Google Scholar pada rentang tahun 2022–2026, dengan analisis data secara deskriptif melalui pengelompokan temuan berdasarkan faktor penyebab dan dampak ketidakakuratan pengkodean. Hasil kajian mengungkap bahwa ketidakakuratan kode diagnosis dipicu oleh terbatasnya penguasaan petugas koding terhadap pedoman ICD-10, penulisan diagnosis dokter yang tidak terbaca, rekam medis dan data penunjang yang tidak lengkap, serta sistem dan prosedur kerja yang belum berjalan secara optimal. Dampak yang ditimbulkan mencakup klaim yang tertahan, ketidaksesuaian tarif INA-CBGs, meningkatnya beban kerja administratif, dan terganggunya arus kas rumah sakit. Penelitian ini menyimpulkan bahwa perbaikan akurasi pengkodean membutuhkan pelatihan petugas koding yang berkesinambungan, penyempurnaan kelengkapan dokumentasi medis, penguatan audit koding, serta peningkatan koordinasi antara tenaga medis dan petugas koding di lingkungan rumah sakit
Literature Review : Analisis Kesiapan Sumber Daya Manusia Dan Infrastruktur Dalam Penerapan Rekam Medis Elektronik Di Fasyankes Alfonsa Dortiana Barbarado Manno; Sinta Novratilova; Lutfiah Suci Rahmawati; Marita Nurul Azizah; Martina Novandini Hetwid Benge; Wachidatin Nichlatul Ni Mah
Diagnosis Jurnal Ilmiah Kesehatan Vol. 21 No. 2 (2026): Diagnosis: Jurnal Ilmiah Kesehatan
Publisher : STIKES Nani Hasanuddin Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35892/djik.v21i2.3478

Abstract

Pesatnya kemajuan teknologi informasi di bidang kesehatan mendorong penerapan Rekam Medis Elektronik (RME) agar efisiensi meningkat, akurasi data, serta meningkaatkankualitas layanan. Namun, penerapanya masih menemui hambatan, terutama pada kesiapan sumber daya manusia (SDM) dan infrastruktur. Penelitian ini bertujuan menganalisis kesiapan SDM dan infrastruktur dalam penerapan RME serta pengaruhnya terhadap kualitas layanan kesehatan. Metode yang diterapkan yaitu studi literatur dengan desain deskriptif menggunakan artikel ilmiah dari Google Scholar dengan kriteria inklusi tahun 2022–2026, berbahasa Indonesia, relevan, dan berfokus pada rumah sakit. Data dianalisis melalui klasifikasi, perbandingan, dan sintesis. Hasil menunjukkan bahwa RME berdampak positif terhadap kualitas pelayanan, khususnya dalam mempercepat perolehan informasi pasien serta meningkatkan koordinasi antar unit. Namun, implementasi belum optimal karena keterbatasan perangkat keras, jaringan yang kurang stabil, sistem yang belum terintegrasi, serta kurangnya pelatihan tenaga kesehatan, sehingga penggunaan sistem belum maksimal dan pencatatan manual masih ditemukan. Kesimpulannya, keberhasilan penerapan RME sangat bergantung pada kesiapan SDM dan infrastruktur, sehingga diperlukan peningkatan sarana prasarana dan pelatihan berkelanjutan untuk mendukung pelayanan yang lebih efektif dan efisien.
Co-Authors A'idah Haniyah Sary A'idah Haniyah Sary Adelia Inggrid Putri Maharani Adhitya Wahyu Kurniawan Adi Prabowo Adi Reza Saputra Adinda Nur Aini ADNAN AVIF Affifah Cahya Febriasari Afrodita Putri Alesca Agnes Mbangi Bangar Agustyarum Pradiska Budi Agustyarum Pradiska Budi Aldi Juli Saputra Alfonsa Dortiana Barbarado Manno Amalia Putri Ramadhani Amalia Sepnesia Andhira Deswita Maharani Anggraini, Ivana Salsabila Myrilla Aries Widiyoko Asnasari, Laela Aulia Febiyanti Aulia Rahmawati AVIF, ADNAN Azalia Tjandra Dewi Bunga Elka Setianingsih Cecilia Hadri Clara Indah Ayu Meilan Darmawan, Septa Aulia Dessyana Dwi Astuti Dian Nur Afifah Dwi Rena Aulia Elvina Yuan Mirna Ernawati Ernawati Fauziah Kurnia Permatasari Febiana Devi Ariyani Frestiany Regina Putri Hadri, Cecilia Hanik Pratiwi Agustiana Indah Julianti Indi Amelia Pertiwi Intan Hanifa Isjati, Muhammad Yusuf Isjati Joao Manuel Correia Ximenes Junisha Ekaputri Tangkilisan Kalyanita Kurniasari, septiana Vivi Lutfiah Suci Rahmawati Marita Nurul Azizah Marlia Dwiyanti Martina Novandini Hetwid Benge Moh Dwi Fadel Yunus Muhammad Junaid Farrukh Muhammad Kholilullah Munawwarah Munawwarah Nadia Deswita Putri Nadia Marsha Karinda Nenny Oktarina Nina Arifah Novia nur adi satriyo pradista Nur Endah Dewi Maharani Nuraeni, Silvi Nurjayanti, Ratih Permatasari, Fauziah Kurnia Pradista, Nur Adi Satriyo Prayoga, Dina Ayu Putri, Amable Firliana Raihan Dicky Ardiansyah Rendi Setiyawan Valentino Resia Perwirani Ricky, Agustinus Verry Rina Wulandari Rismawan Wisnu Aji Rissandanu Santosa Salsa Billa Karin Setyawati, Sulis Siti Khodijah Siti Slasaini Ahluljanah Ahluljanah Sri Suparti SRI WULANDARI Sursiyah Sursiyah Syaiful Galih Ramadhani Thessa Nur Auliya Tri Respati Utaminingsih Wachidatin Nichlatul Ni Mah Wahyu Ratri Sukmaningsih Waskito, Hendri Wibowo, Lucky Nurcahya Wicaksono, Aliansi Widiyanto , Wahyu Wijaya Widiyanto, Wahyu Wijaya Zakiya Murni Setyawati