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All Journal Jurnal Manajemen Kesehatan Indonesia Jurnal Manajemen Informasi dan Administrasi Kesehatan Science Midwifery Jurnal Abdi Mas Adzkia Indonesian Journal of Health Information Management (IJHIM) PELS (Procedia of Engineering and Life Science) International Journal of Health Science (IJHS) Journal Health Information Management Indonesian Proceeding of International Conference Health, Science And Technology (ICOHETECH) Bengawan :Jurnal Pengabdian Masyarakat Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah International Journal of Health Science
Wahyu Ratri Sukmaningsih
Politeknik Indonusa Surakarta
Agriculture, Biological Sciences & Forestry Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Medicine & Pharmacology Nursing Public Health Social Sciences Veterinary Other

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Artificial Intelligence'S Role In Predictive Analytics For Patient Mental Health Care Regina Putri, Frestiany; Ratri Sukmaningsih, Wahyu; Mukaromah, Maulina
Proceeding of the International Conference Health, Science And Technology (ICOHETECH) 2024: Proceeding of the 5th International Conference Health, Science And Technology (ICOHETECH)
Publisher : LPPM Universitas Duta Bangsa Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47701/icohetech.v5i1.4149

Abstract

The aim of this study is to analyze the use of AI in mental health care using case-based reasoning methods, which generate treatment solution recommendations from previously occurring cases.
Unveiling the Challenges and Opportunities Behind Social Determinants of Health (SDOH): Data Security, Clinical Coding, and EMR Standards in Indonesia's Digital Health Era Widiyanto, Wahyu Wijaya; Licia, Rizka; Sukmaningsih , Wahyu Ratri
Procedia of Engineering and Life Science Vol. 6 (2024): The 3rd International Scientific Meeting on Health Information Management (3rd ISMoHI
Publisher : Universitas Muhammadiyah Sidoarjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21070/pels.v6i0.1964

Abstract

The increasing adoption of Electronic Medical Records (EMR) in Indonesia has brought about significant challenges related to data security, consistency in clinical coding, and the influence of Social Determinants of Health (SDOH). These issues are critical as they impact the effectiveness and reliability of healthcare information systems, potentially compromising patient data and the quality of healthcare services. This study employed a systematic review of 25 relevant articles published between 2018 and 2023. The articles were analyzed using the PRISMA approach to identify gaps in the literature concerning the implementation of EMR, data security, and clinical coding standards in Indonesia. The review also explored the role of SDOH in influencing these factors. The objective of this study was to explore the challenges and opportunities in integrating SDOH with data security and clinical coding within the framework of EMR implementation, with a specific focus on Indonesia’s healthcare sector. The findings indicate that data security remains a critical issue, with many healthcare institutions in Indonesia not fully implementing adequate security measures. The study also revealed inconsistencies in clinical coding standards across institutions, with only 60% adopting internationally recognized coding systems. Additionally, SDOH such as digital literacy and access to technology significantly affect EMR adoption, with regions having better technological access showing more effective implementation.
Sosialisasi Tentang Masalah Kesehatan Yang Diakibatkan Oleh Rokok Pada Masyarakat Sambilegilor, Maguwo, Sleman, Diy Novratilova, Sinta; Sukmaningsih, Wahyu Ratri; Wibowo, Lucky Nurcahya; Darmawan, Septa Aulia
Bengawan : Jurnal Pengabdian Masyarakat Vol 5 No 02 (2025): Desember
Publisher : Politeknik Indonusa Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46808/jurnal_bengawan.v5i02.209

Abstract

Abstrak: Berdasarkan RISKESDAS 2018, prevalensi merokok pada penduduk Indonesia usia di atas 10 tahun mencapai 28,8%, sementara konsumsi tembakau pada kelompok usia di atas 15 tahun tercatat sebesar 62,9% pada pria dan 4,8% pada wanita, dengan total prevalensi 33,8%. Di Padukuhan Sambilegilor, sebagian besar pengurus Jagawarga merupakan laki-laki dan perokok aktif. Sementara itu, Kabupaten Sleman telah memiliki regulasi berupa Peraturan Bupati Sleman Nomor 42 Tahun 2012 tentang Kawasan Tanpa Rokok. Menyikapi hal tersebut, dilakukan kegiatan pengabdian masyarakat melalui sosialisasi kesehatan terkait dampak negatif rokok, sebagai bagian dari peningkatan kapasitas anggota Jagawarga. Kegiatan ini menggunakan pendekatan partisipatif dengan melibatkan 17 peserta perokok aktif. Materi mencakup bahaya merokok, zat berbahaya dalam rokok, serta berbagai penyakit terkait. Evaluasi dilakukan melalui pretest dan posttest. Hasil menunjukkan peningkatan pengetahuan yang signifikan, dengan kenaikan skor sebesar 64,4%; hanya 2 peserta menjawab benar seluruh soal sebelum pelatihan, meningkat menjadi 13 peserta setelah pelatihan. Kegiatan ini berkontribusi dalam memperkuat kapasitas komunitas lokal dalam pengendalian konsumsi rokok dan disarankan untuk dilanjutkan secara berkelanjutan dalam bentuk program bebas asap rokok. Kata Kunci: Rokok, Jagawarga, penyakit, tobacco
Edukasi Peningkatan Gizi Sebagai Upaya Pencegahan Stunting Pada Ibu Balita Di Desa Pandak, Sragen Sukmaningsih, Wahyu Ratri; Kurniawan, Adhitya Wahyu; Fauziah, Nurlita; Rohmiyati, Sri; Setyawati, Zakiya Murni; Munawwarah, Munawwarah
Bengawan : Jurnal Pengabdian Masyarakat Vol 5 No 02 (2025): Desember
Publisher : Politeknik Indonusa Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46808/jurnal_bengawan.v5i02.230

Abstract

Stunting, masalah gizi yang telah berlangsung sejak lama, masih menjadi masalah utama bagi kesehatan masyarakat Indonesia. Peningkatan kesadaran ibu balita tentang pentingnya gizi seimbang adalah salah satu cara untuk mencegah stunting. Tujuan dari kegiatan pengabdian kepada masyarakat ini adalah untuk mencegah stunting di Desa Pandak, Kabupaten Sragen dengan meningkatkan pengetahuan ibu balita tentang nutrisi. Metode pelaksanaan menggunakan pendekatan partisipatif dan edukatif yang melibatkan masyarakat secara langsung dalam setiap fase meliputi tahap persiapan, pembukaan, pretest, penyampaian materi, diskusi dan tanya jawab, posttest, serta evaluasi dan dokumentasi. Kegiatan ini dihadiri oleh 30 ibu balita, sebagian besar ibu rumah tangga yang berusia antara 23-45 tahun. Hasil kegiatan menunjukkan peningkatan yang signifikan dalam pengetahuan peserta dengan nilai rata-rata pretest sebesar 60% dan nilai rata-rata posttest sebesar 85%, hasil ini menunjukkan bahwa kegiatan edukasi efektif dalam meningkatkan pemahaman peserta tentang gizi seimbang dan cara mencegah stunting. Untuk meningkatkan kesadaran masyarakat tentang pentingnya mencegah stunting sejak dini, diharapkan upaya serupa dapat dilakukan secara berkelanjutan.
Evaluasi Program Stunting di Kota Surakarta: Analisis Kinerja TK-KPM dan Efektivitas Program Agustyarum Pradiska Budi; Wahyu Ratri Sukmaningsih; Deby Davista; Shavitri Chandriani; Aryawan Eka Syahputra
Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah Vol. 7 No. 4 (2025): Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah
Publisher : Intitut Agama Islam Nasional Laa Roiba Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47467/alkharaj.v7i4.5730

Abstract

This research aims at the effectiveness of the stunting alleviation program and the performance of the Human Development Cadre Coordination Team (TK-KPM) in Surakarta City, using collaboration as a mediating variable. The variables studied include HR competency, government regulations, program implementation, information technology infrastructure, collaboration, program effectiveness, and time performance. The quantitative model used reveals that collaboration has quite good predictive power with an R-Square value of 0.644 and a Q-Square of 0.523. Collaboration is significantly influenced by HR competency, program implementation, and IT infrastructure. However, collaboration was not proven to be an effective mediator for program effectiveness (R-Square 0.029; Q-Square -0.002) or team performance (R-Square 0.438; Q-Square 0.193), where all related hypotheses were rejected. These results indicate that although collaboration can be strengthened through improving competence, infrastructure and program implementation, the impact on effectiveness and performance is not significant. These findings recommend developing more effective collaboration structures, optimizing HR competencies in teamwork, and strengthening information technology infrastructure that supports cross-sector communication. Further evaluation is also recommended to understand additional, more relevant factors, such as local policy support and incentives. The results of this research provide insight for the Surakarta City government to develop more targeted policies in supporting the TK-KPM team to increase the effectiveness and performance of the stunting alleviation program in a sustainable manner.
DATA MINING K-MEANS: CLUSTERING HEALTH AND COMPLAINTS RESIDENT IN INDONESIA Sri Wulandari; Husna Sarirah Husin; Wahyu Ratri Sukmaningsih
International Journal Of Health Science Vol. 1 No. 3 (2021): November: International Journal of Health
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/ijhs.v1i3.1423

Abstract

This study aims to utilize the Clustering Algorithm in grouping the population Which have complaint health with algorithm K-means in Indonesia. Source data study This collected based on the information documents. The total population of the province have complaints health produced by the Central Bureau of National Statistics. The data used in this study are data for 2013-2017 which consists of 34 provinces. The method used in this research is K-means algorithm. The data will be processed by clustering in 3 clusters, namely level clusters high health complaints, clusters of moderate and low health complaints. Data center for clusters high population level 37.48, Centroid data for clusters of moderate population level 27.08, and Centroid data for low population level cluster 14.89. So that the acquisition of the assessment is based on the population index owned health complaints with 7 provinces with high levels of health complaints, namely Central Java, in Yogyakarta, Bali, Nusa Southeast West, Nusa Southeast East, Borneo South, Gorontalo, 18 province level complaint moderate health, and 9 other provinces including low levels of health complaints. It can be input to the government to pay more attention to residents in each area that has high health complaints through improving public health services so that the Indonesian population becomes healthier without exists complaint health.
Transformasi Digitalilasi Posyandu: Mobile Apps Posyandu Menggunakan Glide Apps Widiyanto, Wahyu Wijaya; Mathar, Irmawati; Sukmaningsih, Wahyu Ratri
Indonesian Journal of Health Information Management Vol. 3 No. 1 (2023)
Publisher : Sekolah Tinggi Ilmu Kesehatan Mitra Husada Karanganyar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54877/ijhim.v3i1.95

Abstract

Posyandu adalah suatu Upaya Kesehatan Bersumberdaya Masyarakat (UKBM) dimana pelayanannya dilaksanakan dari, oleh, dan untuk masyarakat. Posyandu Mawar I Plombon Mojolaban, tertelak di Desa Plumbon, RT 03 RW 10 Mojolaban, Sukoharjo. Posyandu Mawar I Plumbon Mojolaban memiliki 7 kader yang mengurus jalannya kegiatan posyandu. Posyandu Mawar 1 Plumbon Mojolaban merupakan Posyandu khusus balita, selama ini pencatatan dan pelaporan Posyandu masih dilakukan secara manual dengan menggunakan lembar formulir yang diberikan oleh bidan desa. Proses pencatatan dan pengolahan data masih dilakukan secara manual menggunakan tulisan tangan sehingga berisiko adanya salah tulis, mudah sobek, dan kurang jelas tulisannya. Tujuan penelitian ini adalah untuk menganalisis sistem pencatatan dan pelaporan yang digunakan di Posyandu Mawar I Plumbon Mojolaban dan membuat perancangan sistem informasi pencatatan yang dibutuhkan di Posyandu Mawar I Plumbon Mojolaban. Jenis penelitian ini merupakan penelitian kualitatif menggunakan metode System Development Life Cycle (SDLC) dengan model Waterfall. Informan dalam penelitian ini adalah kader Posyandu Mawar I Plumbon, Mojolaban. Hasil penelitian ini berupa aplikasi pencatatan data balita yang dibuat menggunakan Glide Apps dengan uji black box secara fungsional sukses.
Co-Authors AGUSTI DEKY MAHENDRA PUTRA Agustyarum Pradiska Budi Ahmad Sunandar Apoina Kartini Arifin, Agus Ahmad Arisna, Arisna Aryawan Eka Syahputra Astrianda, Veita Awali'ah, Salsabilla Isro'atul Aztiza, Zahra Anggra Darmawan, Septa Aulia Deby Davista Dessy Lucia Irawati Devia Eka Permatasari, Devia Elisabrina, Diyah Faisal, Muhamad Zidan FATIMAH, Lina Nur Fauziah Kurnia Permatasari Fauziah, Nurlita Habibi, Musta'inul Handoko, Anggraini Luthfiyyah Syarry Hanifah, Mutiara Nur Husna Sarirah Husin Husna Sarirah Husin Iswari Septiana Nindi Wulandari Kurniasari, septiana Vivi Kurniawan, Adhitya Wahyu Kusumawati, Pingki Dwi Licia, Rizka Mathar, Irmawati Muhadzib, Naufal Mukaromah, Maulina Munawwarah Munawwarah, Munawwarah Nadilla Putri Melisa Novia Novratilova, Sinta Permatasari, Fauziah Kurnia Perwirani, Resia Pingki Dwi Kusumawati Pitaloka, Dyah Ayu Prayoga, Dina Ayu Putri, Wella Niki Rafinda Sinta Sani Regina Putri, Frestiany Resia Perwirani Rizka Licia Rohmiyati, Sri Saputro, Bayu Ageng Setyawati, Zakiya Murni Shavitri Chandriani Sri Achadi Nugraheni Sri Suparti Sri Wulandari SRI WULANDARI Wahyu Wijaya Widiyanto, M.Kom Wibowo, Lucky Nurcahya Widiyanto, Wahyu Wijaya Wulandari, Novita Sri Zahra