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Kontribusi Sistem Informasi Farmasi dan Logistik terhadap Efektivitas dan Mutu Pelayanan Rumah Sakit: Literature Review Rahmi, Sherly Firsta; Dewi, Nur Husna; Hartono, Budi
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.v4i4.5883

Abstract

Perkembangan teknologi informasi telah mendorong rumah sakit untuk mengadopsi sistem informasi farmasi dan logistik guna meningkatkan efektivitas serta mutu pelayanan kesehatan. Sistem informasi farmasi dan logistik berperan penting dalam pengelolaan obat, alat kesehatan, dan bahan medis habis pakai agar tersedia secara tepat jumlah, waktu dan mutu. Namun demikian, implementasi sistem tersebut masih menghadapi berbagai tantangan yang dapat memengaruhi kinerja pelayanan rumah sakit. Penelitian ini bertujuan untuk menganalisis kontribusi sistem informasi farmasi dan logistik terhadap efektivitas dan mutu pelayanan rumah sakit berdasarkan temuan penelitian terdahulu. Metode yang digunakan adalah literature review dengan menelaah artikel ilmiah nasional dan internasional yang dipublikasikan dalam rentang waktu tertentu dan relevan dengan topik penelitian. Pencarian literatur dilakukan melalui basis data ilmiah dengan kata kunci terkait sistem informasi farmasi, logistik rumah sakit, efektivitas pelayanan dan mutu pelayanan. Hasil telaah menunjukkan bahwa penerapan sistem informasi farmasi dan logistik yang terintegrasi berkontribusi positif terhadap peningkatan efektivitas pelayanan, efisiensi pengelolaan persediaan, penurunan risiko kekosongan obat, serta peningkatan mutu pelayanan yang dirasakan pasien. Selain itu, sistem informasi yang andal juga mendukung pengambilan keputusan manajerial secara lebih cepat dan akurat. Kesimpulan dari penelitian ini adalah bahwa sistem informasi farmasi dan logistik memiliki peran strategis dalam meningkatkan efektivitas dan mutu pelayanan rumah sakit, sehingga perlu dioptimalkan melalui dukungan sumber daya manusia, infrastruktur teknologi, dan komitmen.
Pengelolaan Limbah Farmasi Rumah Sakit Berbasis Green Hospital: Tinjauan Literatur terhadap Kebijakan dan Praktik Berkelanjutan Rahmi, Sherly Firsta; Kasmiati, Neng; Amalia, Rosi; Dewi, Nur Husna; Yorismanto, Yorismanto; Hartono, Budi
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.v4i4.5958

Abstract

The increasing intensity of healthcare services in hospitals has led to a growing volume of pharmaceutical waste that poses potential risks to human health and the environment. Various reports indicate that a proportion of hospitals have not yet effectively managed pharmaceutical waste, thereby increasing the risk of environmental contamination and adverse impacts on the health of surrounding communities. Pharmaceutical waste generated by hospitals, including expired medicines, unused drugs, and pharmaceutical packaging, requires proper management to prevent environmental pollution. The green hospital concept has emerged as a sustainable approach that emphasizes environmentally friendly hospital management, including pharmaceutical waste management. This study aims to review policies, impacts, and strategies for hospital pharmaceutical waste management based on the green hospital approach through findings from previous studies. The research method employed is a literature review by analyzing relevant national and international scientific articles. The results of the review indicate that ineffective pharmaceutical waste management can lead to environmental contamination and public health risks, while the implementation of green hospital strategies—such as waste prevention, source segregation, and the strengthening of internal policies—can improve the effectiveness of pharmaceutical waste management. In conclusion, pharmaceutical waste management based on the green hospital concept represents an important strategy for supporting environmental sustainability in hospitals and protecting public health.
Tren Penelitian Kepuasan Dan Loyalitas Pasien Di Rumah Sakit: Sebuah Literature Review Rahmi, Sherly Firsta; Dewi, Nur Husna; Kasmiati, Neng; Amalia, Rosi; Yorismanto, Yorismanto; Hartono, Budi; Daud, Alfani Ghutsa
Menara Ilmu : Jurnal Penelitian dan Kajian Ilmiah Vol 20, No 1 (2026): Vol 20 No. 01 JANUARI 2026
Publisher : LPPM Universitas Muhammadiyah Sumatera Barat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31869/mi.v20i1.7566

Abstract

Kepuasan dan loyalitas pasien merupakan indikator penting dalam menilai mutu pelayanan rumah sakit, terutama di era kompetisi layanan kesehatan yang semakin meningkat. Tren penelitian dalam satu dekade terakhir mennujukkan bahwa kedua aspek ini dipengaruhi oleh berbagai dimensi pelayanan, baik dari sisi kualitas klinis maupun nonklinis. Penelitian ini bertujuan untuk mengidentifikasi dan menganalisis tren penelitian mengenai kepuasan dan loyalitas pasien di rumah sakit berdasarkan temuan ilmiah dalam 10 tahun terakhir. Metode yang digunakan adalah literature review deskriptif dengan menelaah 20 jurnal nasional dan internasional yang relevan, dipilih berdasarkan kriteria inklusi terkait topik kepuasan, loyalitas, dan mutu layanan rumah sakit. Hasil telaah menunjukkan bahwa sebagian besar penelitian menekankan peran kualitas layanan, komunikasi tenaga kesehatan, kecepatan pelayanan, lingkungan fisik, serta hubungan interpersonal sebagai faktor dominan pembentuk kepuasan pasien. Selain itu, kajian ini mengidentifikasi adanya kesenjangan penelitian terkait kebutuhan pasien di masa depan, terutama dalam konteks pelayanan berbasis patient-centered care dan pemanfaatan digital health yang adaptif terhadap perubahan ekspektasi masyarakat. Kesimpulannya, penelitian kepuasan dan loyalitas pasien perlu diarahkan pada pendekatan yang lebih komprehensif dan berorientasi pada pengalaman pasien untuk menjawab tantangan dan harapan masyarakat terhadap mutu layanan rumah sakit di masa mendatang. Kata Kunci:  Kecepatan Layanan, Kepuasan Pasien, Komunikasi Tenaga Kesehatan, Kualitas Pelayanan, Loyalitas Pasien 
Strategi Perencanaan Kebutuhan Obat Dan Alat Kesehatan Di Fasilitas Kesehatan Kasmiati, Neng; Amalia, Rosi; Hartono, Budi; Daud, Alfani Ghutsa
Menara Ilmu : Jurnal Penelitian dan Kajian Ilmiah Vol 20, No 1 (2026): Vol 20 No. 01 JANUARI 2026
Publisher : LPPM Universitas Muhammadiyah Sumatera Barat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31869/mi.v20i1.7569

Abstract

Perencanaan kebutuhan obat dan alat kesehatan merupakan komponen penting dalam manajemen logistik fasilitas kesehatan karena memengaruhi ketersediaan pelayanan, mutu layanan, dan efisiensi anggaran. Data nasional menunjukkan bahwa 41% rumah sakit mengalami kekosongan obat esensial setidaknya sekali dalam satu tahun, sementara 28% melaporkan ketidaksesuaian pengadaan alat kesehatan, terutama saat terjadi peningkatan kasus penyakit. Ketidaktepatan perencanaan dapat menimbulkan kekosongan stok, penumpukan obat kedaluwarsa, dan ketidakefisienan operasional. Penelitian ini bertujuan menganalisis strategi perencanaan kebutuhan logistik farmasi melalui pendekatan konsumsi, epidemiologi, dan metode kombinasi. Metode yang digunakan adalah literature review terhadap 25 artikel nasional dan internasional yang diterbitkan pada periode 2015–2024 dari Google Scholar, PubMed, dan Portal Garuda dengan kata kunci yang relevan. Seleksi artikel dilakukan berdasarkan relevansi, kelengkapan teks, dan kesesuaian metodologi. Hasil menunjukkan bahwa metode konsumsi paling banyak digunakan karena mudah diterapkan, namun akurasinya sangat dipengaruhi kualitas pencatatan. Metode epidemiologis lebih sesuai untuk penyakit kronis dan program prioritas, sedangkan metode kombinasi memberikan hasil perencanaan yang lebih stabil, terutama pada fasilitas dengan kebutuhan beragam. Penggunaan sistem informasi logistik juga terbukti meningkatkan akurasi perencanaan sebesar 30–40%. Kesimpulannya, perencanaan optimal memerlukan penerapan metode yang adaptif, didukung pencatatan yang baik, pemanfaatan teknologi informasi, dan koordinasi antarunit.Kata Kunci: Logistik Farmasi, Perencanaan Kebutuhan Obat, Pengendalian Persediaan
Visualization of Early Adulthood Overthinking Behavior in Batik Outerwear Clothing Sukarno, Lidia Vania; Purwandari, Retno; Hartono, Budi
Jurnal Indonesia Sosial Sains Vol. 7 No. 1 (2026): Jurnal Indonesia Sosial Sains
Publisher : CV. Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59141/jiss.v7i1.2155

Abstract

Overthinking is a mental health issue that may arise in individuals throughout their lives. Early adulthood is a transitional period from adolescence to adulthood. This period often affects emotional stability and causes anxiety. Excessive anxiety frequently triggers overthinking. The approaches used in this study include developmental psychology theory, the expressionist aesthetic theory, and ergonomic theory. Additionally, the creation process employs the Practice-led Research method, encompassing the stages of preparation, imagination, development of imagination, and execution. The creative process involves the batik lorod (hand-drawn batik) technique with textile dyes using the colet remasol technique. The steps include pattern creation, motif tracing, waxing (canting), dyeing, batik finishing, fabric cutting, sewing, and garment finishing. The final products of this project consist of five outerwear garments, each featuring unique batik colours and designs. These five pieces are titled Fear of the Unknown, Shadows of What-Ifs, Endless Loops, Shattered, and The Sea of Uncertainty. The distinct titles aim to convey the theme of each outerwear
Regulation of Drug Procurement and Supply Chain Management in Indonesian Hospitals: Implications for Drug Availability and Mitigation of Drug Shortage Arrasily, Nailul Fithri; Minarsih, Tri Jenny; Hartono, Budi; Daud, Alfani Ghutsa
Jurnal Ilmiah Ekotrans & Erudisi Vol. 5 No. 2 (2025): December 2025
Publisher : LPPM Universitas Ekasakti

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69989/yg78vk12

Abstract

Pharmaceutical management in hospitals is a critical component of the healthcare system, directly influencing service quality and operational sustainability. This study examines the relationship between the pharmaceutical regulatory framework established by the Ministry of Health (Kemenkes) and the National Agency of Drug and Food Control (BPOM) and the operational performance of pharmaceutical Supply Chain Management (SCM) in Indonesian hospitals. A Systematic Literature Review (SLR) using a Scoping Review approach was conducted to synthesize quantitative evidence on drug procurement regulations, distribution, and inventory efficiency. Secondary data show that 34.7% of hospitals experience shortages of essential medicines at least once a year, and 80% of pharmaceutical distributors (PBFs) fail to meet the maximum three-day delivery lead time. This highlights a substantial gap between comprehensive regulations, such as Ministry of Health Regulation No. 17 of 2024 on Telepharmacy and BPOM Regulation No. 20 of 2025 on Good Distribution Practice (CDOB), and operational logistics implementation. The main challenge lies not in regulatory design but in weak enforcement of logistical discipline and supplier monitoring. Recommended strategies include performance-based contracts linking lead-time compliance to penalties or incentives and continuous data-driven training for pharmaceutical personnel. Strengthening the synergy between regulatory frameworks and operational discipline is essential to ensure sustainable drug availability and high-quality healthcare services in Indonesia.
EVALUASI PELAKSANAAN PUBLIK SAFETY CENTER (PSC) 119 DINAS KESEHATAN PROVINSI RIAU TAHUN 2025 Lismardani; Hartono, Budi; Anusirwan
Journal of Hospital Administration and Management (JHAM) Vol 6 No 2 (2025): Journal of Hospital Administration and Management (JHAM)
Publisher : LPPM Universitas Awal Bros

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54973/jham.v6i2.804

Abstract

The Public Safety Center (PSC) 119 of the Riau Provincial Health Office is a key component of the Integrated Emergency Management System (SPGDT). This study aims to evaluate the effectiveness of PSC 119 implementation in 2025 and to identify supporting factors, barriers, and required strengthening prior to the planned transition toward establishing district–city PSC units in 2026. A qualitative approach was employed through interviews, observations, document reviews, and the problem-solving cycle, including situation analysis, priority setting using the USG method, and root cause analysis using a fishbone diagram. Findings indicate that PSC 119 received 271 calls from January to June 2025, predominantly non-emergency cases. Limited human resources, insufficient funding, inadequate infrastructure, and incomplete standard operating procedures were identified as major challenges to effective service delivery. Cross-sector coordination and public awareness were also suboptimal. The study concludes that PSC 119 requires institutional strengthening, improved workforce capacity, digitalization of operational systems, and sustained financial support to ensure a more responsive and integrated emergency service. These evaluation results provide essential input for future policy direction in developing district-level PSC units across Riau Province.
PATIENT SATISFICATION AS CONSUMERS: A LITERATURE REVIEW ON THE DETERMINANTS OF HEALTH SERVICE QUALITY IN THE JKN ERA Wulandari, Reny Yulita; Rachmawan, Ade; Hartono, Budi; Daud, Alfani Ghutsa
HEARTY Vol 14 No 1 (2026): FEBARURI
Publisher : Fakultas Ilmu Kesehatan, Universitas Ibn Khaldun, Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32832/hearty.v14i1.20871

Abstract

Patient satisfaction is a key indicator in assessing the quality of healthcare services, particularly within the National Health Insurance (JKN) system, which aims to provide equitable access to healthcare for all Indonesian citizens. In the context of patients as consumers, understanding the determinants of satisfaction is crucial for improving service quality and maintaining public trust. This study is a literature review that aims to identify and analyze the factors influencing patient satisfaction based on findings from eleven relevant scientific articles. The method used is a literature review with a descriptive-qualitative approach. The review shows that service quality dimensions such as responsiveness, assurance, and empathy consistently have a significant influence on patient satisfaction. Additionally, factors such as perceived service equality between BPJS and non-BPJS patients, institutional image, and prior service experiences also affect satisfaction levels. These findings indicate that patient satisfaction is not only determined by technical aspects of service but also by relational aspects and perceptions of fairness. Therefore, improving service quality oriented towards patients' needs and expectations is essential to support the successful implementation of JKN sustainably.
Analisis Metode Elbow SSE, Silhouette Score, dan Jaccard Stability dalam Pemilihan Jumlah Klaster Data yang Optimal Hartono, Budi; Lusiana, Veronica
TIN: Terapan Informatika Nusantara Vol 6 No 8 (2026): January 2026
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/tin.v6i8.9271

Abstract

This study discusses the selection of the optimal number of clusters (K) in the K-Means algorithm by utilizing a combination of the Elbow method with the SSE (Sum of Squared Errors) and Silhouette Score metrics. The main problem is that the optimal K value is unknown. Choosing K that is too small can combine different patterns (under-clustering), and choosing K that is too large can break the same pattern into several clusters (over-clustering). The experiment used two-dimensional test data with variations in the number of data 20, 30, 40, 50, and 60. K-Means was run in the range of K = 2 to K = 8, then the SSE value was calculated to form the Elbow curve and the average Silhouette value to evaluate the quality of the cluster. This study added a cluster stability test using the Jaccard Stability value. The highest Silhouette value of 0.4619 was obtained from the data 20 for K = 2. The highest Jaccard stability value of 0.9507 was obtained from 60 data sets for K = 2. The experimental results show that the Elbow method, Silhouette value, and Jaccard stability can be used complementarily in determining the optimal K. In some test data, both metrics produce consistent K recommendations, while in certain test data, Elbow can provide several candidates, so that validation using the Silhouette value is needed to select the optimal K.
Tinjauan Literatur: Model dan Mekanisme Distribusi Obat pada Instalasi Farmasi Rumah Sakit di Indonesia: Analisis Kuantitatif Kinerja dan Implikasi Keselamatan Pasien (2015–2025) Muharani, Defrika; Faizah, Hashifah; Arrasily, Nailul Fithri; Farhiyah, Nur Laili; Minarsih, Tri Jenny; Hartono, Budi; Daud, Alfani Ghutsa
SENTRI: Jurnal Riset Ilmiah Vol. 5 No. 1 (2026): SENTRI : Jurnal Riset Ilmiah, Januari 2026
Publisher : LPPM Institut Pendidikan Nusantara Global

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55681/sentri.v5i1.5378

Abstract

This literature review aims to synthesize quantitative empirical evidence from studies published between 2015 and 2025 concerning drug distribution models and logistic mechanisms implemented in Hospital Pharmacy Installations in Indonesia. The review focuses on comparing the effectiveness of the Unit Dose Dispensing system with conventional drug distribution models, namely Individual Prescribing and Floor Stock systems, while also examining the role of inventory control methods such as ABC-VEN Analysis and the Economic Order Quantity approach in improving pharmaceutical logistics performance. The findings reveal that national compliance of IFRS with established pharmaceutical care standards remains relatively low, reaching only 65.28%, indicating significant gaps in service quality and operational efficiency. Conventional distribution models are consistently associated with substantial inefficiencies, as reflected by an average inpatient drug return rate of approximately 18%, ranging from 17.11% to 19.62%. Prescription duplication emerges as the dominant contributor, accounting for 42.27% of total medication returns. Conversely, studies evaluating the implementation of the UDD system demonstrate a marked reduction in medication errors, highlighting its effectiveness in enhancing patient safety. From a financial perspective, the application of EOQ-based inventory management has shown the potential to reduce pharmaceutical inventory costs by an average of 8.21% per month, indicating meaningful improvements in cost efficiency. Overall, this review concludes that IFRS in Indonesia must progressively transition toward automated, standardized, and integrated drug distribution systems. Successful implementation requires addressing critical socio-technical challenges, including high initial investment costs, limitations in technological infrastructure, and resistance among healthcare personnel, to achieve optimal patient safety, and service quality.
Co-Authors , Zulfah ., Rahmi Lisdeni AA Sudharmawan, AA Abdi, Telpa Abdul Latif Abdul Rahman Rahim Achmad Solechan Adam Adam Afandi Afandi Affandi, Rikemaulani Agusti, Rahmadina Agustina, Ariska Agustina, Wintan Ahmad Hanafi Ahmad Satria Efendi, Ahmad Satria Aisah, Ai Siti Aji Supriyanto Akhir, Muhammad Akhiroh, Puji Al Fajri, Miftahul Rizki Al-Yamani, Khleg Gamal Mohammed alendra, verani Ali, Faraz Aliana, Lalis Alva Edy Tontowi Amalia, Rosi Amalin, Salma Nufa Amara, Amara Dian Safitri Amir, Elfizon Amir, Omnia Amri, Primaceria Andini, Mawasumi Ayu Andria, Dwi Septi Anggraini, Heny Anggraini, Vera Dian Anindhita Sekarsari, Ayu Anissa, Ayang Anusirwan Anusirwan Aprianti, Desi Aprilia, Vierda Dwi Ardiyan Roosenda Setyadi Arief Jananto Arief Rachman ARIFAH ARIFAH Arini, Kartika Destya Arrasily, Nailul Fithri Arrasily, Nailul Fithry Arsito Ari Kuncoro Aruan, Imelda Fransisca Arwyn Weynand Nusawakan Asfeni, Asfeni Asmarwiati, Septien Asri, Irma Dewi Atmaja, Muhammad Iqbal Aurixon, Tumpak Benny Awang Tri Satria Axel Giovanni Ayu Oka Suwati Sideman, Ida Ayu, Bertua Novita Aziz, Ahmad Robiul Azizah, Rumaisha Nur Azlina, Azlina B.M, Sulthan Alvin Faiz Baharsyah, Nurul Asri Bambang Ali Nugroho Barus, Michael Bastanta Batubara, Wiwik Sriwahyuni Beltahmamero Simamora Br Siregar, Novita Ratna Sari Budi Haryanto Budi Satria Budi Satria Caesar Rakhmadi, Fakhmi Candra Adi Intyas, Candra Adi Christine, Grace Citra Asti Rosalia Clarisa Alfa Lionora Condro Puspo Nugroho Dainingsih, Eka Wahyu Darmastuti, Meirina Dasopang, Hasian Negara Daud , Alfani Ghutsa Daud, Al Fani Ghutsa Daud, Alfani Ghutsa Daud, Alfani Gusta Daud, Alfani Gutsa Daud, Valfani Ghutsa Daut, Alfani Ghutsa Dea Novi Syahfitri Dearto, Ricko Deasari, Deasari Dedi Afandi Deliana, Marlina Deny A. Iyai Desiana, Evi Despitasari, Despitasari Despitasary, Despitasary Destya Arini, Kartika Devis, Yesica Dewantara, Ghiyats Furqan Dewi Handayani Untari Ningsih Dewi Suryani Dewi, Erlitha Azhari Dewi, Ernita R. Dewi, Misnan Dewi, Nur Husna Dewi, Wuri Prewita Diamantha, Insyira Ranti Diartonor, Dwi Agus Dwi Agus Diartono Dwi Farizki, Kukuh Dwi Yuliaji Eddy Nurraharjo Eka Ardhianto Eka Kusumastuti, Anie Eko Handoyo Eko Nugroho Eko Nur Wahyudi Elanjati Worldailmi Elona, Rika Media Emma Rachmawati Endang Lestariningsih Endang Susilawati Endar Sulistyowati Endro Enimay, Enimay Ennimay, Ennimay Fabiola, Vanny Hilda Fadila, Ika Fadlilah, 'Atikah Nur Fahlia, Duratul Fahriyah Fahriyah Faizah, Hashifah Fajar Ferdiawan Fajar Suryanto, Fajar Fanata, Wahyu Indra Duwi Farhiyah, Nur Laili Fatkhul Amin Fatma Lestari Faulin, Dovy Saptika Fauzan, Nofrijal Fauzy, Restu Febrianto, Nanang Felix Andreas Sutanto Ferdianto, Aswin Putra Filyani, Isra Firdaus, Andika Fitra, Rosi Deli Fitri, Khairizal Fitriana, Yenny Reiza Fitriani Fitriani Fitriani Fitriani Fujiama Diapoldo Silalahi G. Gunawan Ghutsa Daud, Alfani Green Nego, Ingrid Gustini, Gustini Gustini, Yasni Hablinur Alkindi Hadary, Ferry Hadi Sasana Hadian, Ahmad Hamid, Abdurrahman Hanung Eka Atmaja Hapsari, Salsabila Nur Harahap, Dumasari Hari Dwi Utami Hari Murti Haryanti, Dian Haryoto Kusnoputranto Hasnan, Ahmad Hendra Sastrawinata Herlina Hanum Harahap Herlina Susmaneli Hermawan, Egi Hermawan, Yoga Hermawati, Ema Herniwanti Herniwanti Hetty Ismainar Hirawaty Kamarulzaman, Nitty Ima Amaliah Imam Husni Al Amin Imelda Gernauli Purba, Imelda Ina Triesna Budiani Irawan, Budy Irma, Eka Iscahyadi, Vio Binawan Iskandar, Citra Ismaniar, Hetty Isnaini Istikomah, Nurul Jaaryya, Ainun Jamaludin, Haris Jepisah, Doni Jiana, Nur Afina johan, dwiyumelia Julius Arya Wiwaha Jumadi, Amud Kamila Karisma, Dian Kartika Sari, Desi Kasmiati, Neng Kaswadi, Agung Khafidhoh, Nully Huda Imam Khairunnisa, Iqlima Khoirul Hidayat Kiswanto Kiswanto Komalasari, Desi Kristianto, Teguh Kristien, Stella Angela Kristophorus Hadiono Kurniasari, Erika Kurniyanti, Novia Kustomo, Yan Hadi Kusumastuti Setianingrum, Evi Kusumastuti, Evi Laila Fitria Laksito, Joni Laras, Dewi Novia Leonita, Emy Lestari, Weni Dian Likumahua, Khara Christy Margaretha Lilik Eka Radiati Linda, Nuraliza May Lismardani Lita, Lita Luthfianto, Taufik M Nur Ihsan M. Fajar Nurwildani Maharani, Vidia Putri Mahyuddin, Meriwati Maksum Syahri Lubis Margaretta, Jeanny Susana Marika, Sandra Masnita Massaguni Massaguni, Masnita Masyithoh, Dewi Matondang, Andi Hakim Maulana, Roki Faris Maulia, Hafizhah Maunah, Nur Ashri Mega Fatimah Rosana Minarsih, Tri Jenny Minarsih, Try Jenny MIRZA, RAMA Mochamad Zaenal Fanani Moh Muthohir Molina, Oni Mubaroroh, Dewi Muhamad Ikhsan Muhammad Alfian Syach Muhammad Fahri, Muhammad Muhammad Helmi Muhammad Ridwan Lubis Muhammad Ryza Awwali , Sulartopo, Muhammad Ryza Awwali , muharani, Defrika Muhardi Muhardi Muji Syukur Mulya, Adrian Mulyani, Indah Sri Musthafa, Afif Nadia Ramli, Nurul Naidi, Pirman Nainggolan, Frans Rosaveld Hamonangan Nasir Shamsudin , Mad Nego, Inggrid Green Nina Siti Salmaniah Siregar Ningrum, Yulia Fitria Noor, Arif Yustian Maulana Novita Wulandari Novriana, Rizka Nuansa Aulia Dwika Nugraha, Gusti Chandra Agung Nuhfil Hanani Nur Solikin Nurfarahin, Nurfarahin Nurjahratun Nurlestari, Astri Nurlianti, Ice Nurul Huda, Asri Nurwahyuni, Eka Octaria, Haryani Oktaviani Yustedjo, Dika Oktoriansyah, Rinaldi Olyvia, Novy Pahriza, Ramma Danu Pandini, Sapitri Panjaitan, Maria Rivera Parasian Panji Romadon, Joe Paramita Putri, Prima Paramita, Ranika Parlindungan, Hotmada Patria, Daffa Wahyu Permatasari, Bina Rachma Permatasari, Iin Prafitri , Rizky Prajuita, Muthia Prajurita, Muthia Prajuwita, Muthia Pramono, Gatot Eka Pratama, M. Arifky Pratiwi, Armi Prayuda, Ilham Vega Priyo Sugeng Winarto Purwanti, Tina Sri Puspita Anugra Yekti , Aulia Puspita Anugra Yekti, Aulia Putri Pertiwi Putri Utami, Putri Putri, Andinnya Cesalia Putri, Christa Maura Putri, Eka Ardiani Putri, Linda Wahyuni Putri, Namira Rahma Putri, Salwa Noor Putritamara, Jaisy Aghniarahim R. Hamdani Harahap R. Rr Maria Dyah Kurniasari Rachmawan, Ade Raden Mohamad Herdian Bhakti Radi Suradi Kartanegara Rafiandy Rizki Asgar, M. 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Ella Evrita Hestiandari Sadewo, Yuri Sahafi, Darmawati Salsabillah Nunaya JN, Della Samingan Samingan Santoso, Gunawan Adi Santoso, Rahmat Subur Saputra, Aditiyana Eka Saputro, Alif Budi Saragih, Runggu Christine Sari, Cici Indah Sari, Dea Sari, Regi Faula Sariyun Naja Anwar Sartika, Winda Sena, Aditya Angga Setianingrum Setya Permana Sutisna Setyaningtyas, Endah Shafqat, Shoaib Shaleh, Mohammad Ilyas Sijabat, Yacobo P Sijabat, Yulia Mandayanti Simamora, Beltah Mamero Simarmata, Riana Nopitasari Sirait, Alfrida Rosalina Siregar, Indria Sari Sitepu, Abdul Jousef Siti Nurhayati Soetanto, Maria Fransisca Sri Eniyati Sri Wahyuni Stepanus R. Pakage dan B.W. Irianti Sugianto Sugianto Sugiono, Mohammad Cipto Suhada, Rohman Sujatmiko, Putih Sukarno, Lidia Vania Sukma Wardani, Budi SUMADI SUMADI Sumengen Sumengen Sunardi, Didin Sunargo, Bambang Supryanto Sutisna, Satya Permana Sutoyo, Edi Sutoyo, Edy Suwandi, Umi Wisaptiningsih Syabanasyah, Inas Syahputra, Bintang Syahputra, Jalaluddin Ibrahim Syahril, Fadila Syaputri, Riauni Syawalludin, Muhammad Ilham Tafdhi, Ikhwanul Tampubolon, Lerina Taufik Kurnialensya Teguh Khristianto Tirmizi, Ahmad Titis Wijayanto Toni Wijanarko Adi Putra Trikartika, Gita Triwibowo, Guntur Agus Triyaningsih Triyanti Triyanti Ula, Mahfudlotul Ulfa, Laila Utami, Sri Tjahjani Budi Valenti, Ruri Veronica Lusiana Vidian, Anggy Vidyan, Anggy Viras Vitriani, Viras Wardana, I Gede Wayan Wisnu Warjio Warjio, Warjio Wen Via Trisna Wibawa, Wildan Fatwa Satriya Wibowo, Budhi Wicaksono, Ahmad Humam Bagus widi yanto Wienny Ardriyati Wijayanto, Sahrul Lukman Winarti, Syari Winarto , Priyo Sugeng Winarto, Priyo Winda Maser, Putri Cus Wismarini, Th Dwiati Witantri, Galuh Wizra, Ilma Wizraa, Ilma Wulandari, Reny Yulita Wulandari, Ririn Arminsih Yacobo P. Sijabat Yanhar Jamaluddin Yanti Pasmawati Yanuar Setyowati, Monica Rizqi Yanuar, Monica Rizky Yogi Sirodz Gaos, Yogi Sirodz Yohanes Suhari Yorismanto, Yorismanto Yuliawati, Suci Yulita, Hanna Yulita, Reny Yunita, Jasrida Yurez, Nanda Argaswari Yusdianti, Wiwin Yusniar Lubis Yusri Yusri Yusrin Putra, Wahyu Kurnia Yustedjo , Dika Oktaviani Yustedjo, Dika Octaviani Yuwanda, Denia Ricky Z, M Rizki Zainuddin, Zainuddin Zainurroziqin, Muhammad Zaki, Abdul Zakianis Zakianis Zhafirah, Putri Zuhri, Muhammad Rizki Zuliadi, Imam