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All Journal TEKNIK INFORMATIKA Jurnal Manajemen Terapan dan Keuangan Jurnal Media Infotama Value Added: Majalah Ekonomi & Bisnis Techno.Com: Jurnal Teknologi Informasi MATICS : Jurnal Ilmu Komputer dan Teknologi Informasi (Journal of Computer Science and Information Technology) Jurnal Teknologi dan Manajemen Informatika Jurnal Media Wahana Ekonomika Jurnal Pamator : Jurnal Ilmiah Universitas Trunojoyo Madura EKOMBIS REVIEW: Jurnal Ilmiah Ekonomi dan Bisnis IQRA`: Jurnal Ilmu Perpustakaan dan Informasi Sistemasi: Jurnal Sistem Informasi Widya Cipta : Jurnal Sekretari dan Manajemen JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING MANAJERIAL Indikator: Jurnal Ilmiah Manajemen & Bisnis TA'LIM : Jurnal Studi Pendidikan Islam Dinamis : Journal of Islamic Management and Bussiness Jurnal Informatika Universitas Pamulang Applied Information System and Management Al Qalam: Jurnal Ilmiah Keagamaan dan Kemasyarakatan RAUDHAH JurTI (JURNAL TEKNOLOGI INFORMASI) Fair Value: Jurnal Ilmiah Akuntansi dan Keuangan Query : Jurnal Sistem Informasi JISTech (Journal of Islamic Science and Technology) Jurnal Penelitian Medan Agama Jurnal Teknologi Sistem Informasi dan Aplikasi JSiI (Jurnal Sistem Informasi) JURNAL PENDIDIKAN TAMBUSAI Banque Syar'i : Jurnal llmiah Perbankan Syariah JURIKOM (Jurnal Riset Komputer) JOURNAL OF SCIENCE AND SOCIAL RESEARCH Journal of Humanities and Social Studies JURNAL MANAJEMEN BISNIS Ad-Deenar: Jurnal Ekonomi dan Bisnis Islam Syarikat : Jurnal Rumpun Ekonomi Syariah Jurnal Manajerial Jurnal Sistem Informasi Kaputama (JSIK) JURNAL ANSIRU PAI : Jurnal Pengembangan Profesi Guru Pendidikan Agama Islam Instructional Development Journal Jurnal Manajemen Informatika dan Sistem Informasi HIRARKI : Jurnal Ilmiah Manajemen Dan Bisnis Jurnal Teknologi Dan Sistem Informasi Bisnis Jurnal Ilmiah Edunomika (JIE) Al-Kharaj: Journal of Islamic Economic and Business LAN TABUR: Jurnal Ekonomi Syari’ah JURNAL RAUDHAH JURNAL EDUKASI NONFORMAL JOURNAL OF INFORMATION SYSTEM RESEARCH (JOSH) Community Development Journal: Jurnal Pengabdian Masyarakat Jurnal Inovasi Penelitian Journal of Computer Networks, Architecture and High Performance Computing Intelegensia : Jurnal Pendidikan Islam Jurnal Teknik Informatika (JUTIF) Ekonomi Bisnis Manajemen dan Akuntansi (EBMA) Quantitative Economics and Management Studies TANJUNGPURA JOURNAL OF NURSING PRACTICE AND EDUCATION Jurnal Ilmiah Wahana Pendidikan Jurnal Abdi Mas Adzkia Ilomata International Journal of Social Science JURNAL MANAJEMEN AKUNTANSI (JUMSI) JIKEM: Jurnal Ilmu Komputer, Ekonomi dan Manajemen Jurnal Res Justitia : Jurnal Ilmu Hukum Al-Ittishol : Jurnal Komunikasi dan Penyiaran Islam INTERNATIONAL JOURNAL OF CULTURAL AND SOCIAL SCIENCE Review of Multidisciplinary Education, Culture and Pedagogy (ROMEO) Jurnal Pusat Studi Pendidikan Rakyat (PUSDIKRA) Indonesian Journal of Innovation Studies Center of Knowledge EKSYA: Jurnal Ekonomi Syariah JURNAL PENDIDIKAN INDONESIA: Teori, Penelitian, dan Inovasi Islamic Circle Aptekmas : Jurnal Pengabdian Kepada Masyarakat Jurnal Ilmu Manajemen, Ekonomi dan Kewirausahaan Indonesian Journal of Economics and Management Journal Of Human And Education (JAHE) Hello World Journal of Information Systems and Technology Research Jurnal Pendidikan dan Pembelajaran Jurnal Manajemen Jurnal Ekonomika Dan Bisnis Studi Akuntansi, Keuangan, dan Manajemen Jurnal Cakrawala Ilmiah Economic Reviews Journal Jurnal Sains dan Teknologi MES Management Journal Edu Society: Jurnal Pendidikan, Ilmu Sosial dan Pengabdian Kepada Masyarakat PEMA: Jurnal Pendidikan dan Pengabdian Kepada Masyarakat Jurnal Al-Qayyimah Prisma Sains: Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram Jurnal Ekonomi, Bisnis dan Manajemen CASHFLOW : CURRENT ADVANCED RESEARCH ON SHARIA FINANCE AND ECONOMIC WORLDWIDE CEMERLANG :Jurnal Manajemen dan Ekonomi Bisnis International Journal on Advanced Technology, Engineering, and Information System (IJATEIS) Jurnal Riset Pendidikan dan Pengajaran (JRPP) Jurnal Ekonomi dan Bisnis Mumtaz : Jurnal Ekonomi dan Bisnis Islam Journal Research of Economics and Bussiness Lensa Ilmiah: Jurnal Manajemen dan Sumberdaya YASIN: Jurnal Pendidikan dan Sosial Budaya ANWARUL: Jurnal Pendidikan dan Dakwah Jurnal Visi Manajemen (JVM) Jurnal Pendidikan, Sains dan Teknologi Jurnal Ilmu Sosial, Pendidikan Dan Humaniora Pustaka: Jurnal Bahasa dan Pendidikan Data Sciences Indonesia (DSI) JUSIFOR : Jurnal Sistem Informasi dan Informatika Jurnal Informatika dan Teknologi Pendidikan Jurnal Ilmiah MEA (Manajemen, Ekonomi, dan Akuntansi) Journal of Management, Economic and Accounting (JMEA) Jurnal Teknik Mesin, Industri, Elektro dan Informatika Jurnal Manajemen USNI Jurnal Ekonomika Manajemen Dan Bisnis Digital Bisnis: Jurnal Publikasi Ilmu Manajemen Dan E-commerce Inisiatif: Jurnal Ekonomi, Akuntansi Dan Manajemen Student Scientific Creativity Journal Jurnal Penelitian Ekonomi Manajemen dan Bisnis Jurnal Publikasi Ilmu Manajemen Indonesian Research Journal on Education JSITIK: Jurnal Sistem Informasi dan Teknologi Informasi Komputer Innovative: Journal Of Social Science Research Madani: Multidisciplinary Scientific Journal Jurnal Manajemen Kreatif dan Inovasi Jurnal Ilmiah Sistem Informasi Jurnal Manajemen Riset Inovasi Wawasan : Jurnal Ilmu Manajemen, Ekonomi dan Kewirausahaan JURNAL EKONOMI BISNIS DAN MANAJEMEN JURNAL ILMIAH SAINS TEKNOLOGI DAN INFORMASI Jurnal Ekonomi Kreatif dan Manajemen Bisnis Digital (JEKOMBITAL) Jurnal Manajemen Dan Bisnis Ekonomi Jurnal Riset Manajemen Jurnal Riset Manajemen dan Ekonomi Jurnal Penelitian Sistem Informasi Sammajiva: Jurnal Penelitian Bisnis dan Manajemen Research Horizon Jurnal Sistem Informasi dan Informatika Masip: Jurnal Manajemen Administrasi Bisnis dan Publik Terapan JAKBS International Journal of Management Research and Economics Journal Of Informatics And Busisnes (JIMBE) Journal of Economics and Management Scienties Jurnal Pema Tarbiyah OKTAL : Jurnal Ilmu Komputer dan Sains Jurnal Sistem Informasi dan Ilmu Komputer Maeswara: Jurnal Riset Ilmu Manajemen dan Kewirausahaan Jurnal Manuhara: Pusat Penelitian Ilmu Manajemen Dan Bisnis Riset Ilmu Manajemen Bisnis dan Akuntansi Jurnal Ilmiah Research and Development Student Jurnal Nuansa: Publikasi Ilmu Manajemen dan Ekonomi Syariah Kohesi: Jurnal Sains dan Teknologi Socius: Social Sciences Research Journal Dinamika Publik: Jurnal Manajemen dan Administrasi Bisnis Aslamiah: Jurnal Pendidikan, Ekonomi, Sosial dan Budaya Jurnal Ekonomi Bisnis dan Manajemen Student Research Journal Pusat Publikasi Ilmu Manajemen Jurnal Ilmiah Ekonomi dan Manajemen Jurnal Ilmiah Research Student Jurnal Sains Student Research Jurnal Penelitian Ilmu Ekonomi dan Keuangan Syariah Jurnal Penelitian Teknologi Informasi dan Sains JEBD Al-Zayn: Jurnal Ilmu Sosial & Hukum Neraca Manajemen, Akuntansi, dan Ekonomi Causa: Jurnal Hukum dan Kewarganegaraan Jurnal Ilmiah Manajemen Ekonomi Dan Akuntansi (JIMEA) Intellektika: Jurnal Ilmiah Mahasiswa Jurnal Media Akademik (JMA) Sharia Economic and Management Business Journal (SEMBJ) JURNAL ILMIAH PENELITIAN MAHASISWA El-Mujtama: Jurnal Pengabdian Masyarakat Journal of Innovative and Creativity Jurnal Manajemen Ekonomi dan Bisnis Jurnal Manajemen dan Pendidikan Agama Islam Bigint Computing Journal JURNAL MULTIDISIPLIN ILMU AKADEMIK JURNAL RUMPUN MANAJEMEN DAN EKONOMI AKSIOMA : Jurnal Sains Ekonomi dan Edukasi MERDEKA: Jurnal Ilmiah Multidisiplin Katalis Pendidikan: Jurnal Ilmu Pendidikan dan Matematika Jurnal Manajemen Bisnis Era Digital JURNAL ILMIAH EKONOMI, MANAJEMEN, BISNIS DAN AKUNTANSI Journal Artificial: Informatika dan Sistem Informasi Jurnal Ilmiah Nusantara MAXIMAL Jurnal Inovasi Ekonomi Syariah dan Akuntansi Moneta : Journal of Economics and Finance PENG: Jurnal Ekonomi dan Manajemen Journal of Elektronik Sistem InformasI Journal of Social Work and Science Education Jurnal Ekonomi Manajemen Dan Bisnis (JEMB) Jurnal Manajemen Kewirausahaan dan Teknologi The Indonesian Journal of Computer Science JURNAL AKADEMIK EKONOMI DAN MANAJEMEN Bina Bangsa International Journal of Business and Management Jurnal Sistem Informasi, Manajemen dan Teknologi Informasi Switch: Jurnal Sains dan Teknologi Informasi Akuntansi dan Ekonomi Pajak: Perspektif Global Jurnal Manajemen Bisnis Digital Terkini Merkurius: Jurnal Riset Sistem Informasi dan Teknik Informatika Neptunus: Jurnal Ilmu Komputer dan Teknologi Informasi Saturnus: Jurnal Teknologi dan Sistem Informasi Jurnal Ilmu Ekonomi, Pendidikan dan Teknik (IDENTIK) Journal of Sharia Business Management Tarbiatuna: Journal of Islamic Education Studies Jurnal Media Informasi Teknologi As-Salam: Journal Islamic Social Sciences And Humanities Education Curiosity Jurnal Ekonomi dan Bisnis Jurnal Ilmu Ekonomi dan Bisnis (JUKONI) Journal Pesona Indonesia Jurnal Cendekia Ilmiah Al I'tibar Jurnal Pendidikan Islam Jurnal Ad'ministrare: Jurnal Pemikirian Ilmiah dan Pendidikan Administrasi Perkantoran Epsilon : Journal of Management (EJoM) Young Journal of Social Sciences and Humanities LAN TABUR: JURNAL EKONOMI SYARIAH JIMEK As-Syirkah: Islamic Economic & Financial Journal Neraca: Jurnal Ekonomi, Manajemen dan Akuntansi Sinergi : Jurnal Ilmiah Multidisiplin Journal of Golden Generation Economic Ukazh: Journal of Arabic Studies Jurnal CENDIKIA ISNU ISNU Nine-Star Multidisciplinary Journal (INS9MJ) Journal of Golden Generation Multidisciplinary JESASI Jurnal Ilmu Manajemen dan Akuntansi Nusantara (JIMAKUN) Widya Cipta : Jurnal Sekretari dan Manajemen Jurnal Cendikia ISNU SU IQRAR: Jurnal Akuntansi, Manajemen & Ekonomi Syariah Jurnal Riset Sosial Humaniora dan Pendidikan International Journal of Islamic Business Management Jurnal Sistem Informasi dan Ilmu Komputer Jurnal Insan Pendidikan dan Sosial Humaniora Jurnal Motivasi Pendidikan Dan Bahasa Jurnal Ekonomi, Manajemen, Akuntansi dan Keuangan Journal of Indonesian Management Jurnal Ekonomi, Bisnis, Manajemen dan Akuntansi (JEBIMAN) Advances In Education Journal Journal of Research and Public Horizons Jurnal Enterprise dan Tata Kelola Perusahaan: Manajemen dan Akuntansi
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Analisis Penerapan Normalisasi dan Mengurangi Redudansi Data pada Sistem Informasi Penjualan: Analysis of the Implementation of Normalization and Reducing Data Redundancy in Sales Information Systems Bella Audya Manalu manalu; Muhammad Irwan Padli Nasution
Aslamiah : Jurnal Pendidikan, Ekonomi, Sosial dan Budaya Vol. 4 No. 2 (2026): JUNI
Publisher : Pendidikan Al-Gafari

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.66886/aslamiah-jpesb.v4i2.307

Abstract

This study aims to analyze the application of database normalization as a solution to reduce data redundancy in sales information systems. Good data design is the foundation of an efficient and reliable sales information system. Data redundancy is a fundamental problem often encountered in sales information systems that have not implemented database normalization optimally, resulting in data duplication, transaction anomalies, information incoherence, and wasted storage capacity. Data were obtained through literature studies and document analysis from various sources relevant to the theme of data normalization and data redundancy. The results of the analysis show that the gradual application of normalization from Unnormalized Form (UNF) to Third Normal Form (3NF) and Boyce-Codd Normal Form (BCNF) has been proven to consistently reduce data redundancy, eliminate anomalies, and increase the efficiency of sales information systems. These findings provide a practical contribution in the form of a guide to implementing normalization for sales information system developers.
Pemanfaatan Data Analytics Dalam Analisis Pola Pembelian Konsumen Pada Aplikasi E-commerce Menggunakan Metode Market Basket Analysis: Utilization of Data Analytics in Analyzing Consumer Purchasing Patterns in E-Commerce Applications Using the Market Basket Analysis Method Shintya Laiya Septy .; Muhammad Irwan Padli Nasution
Aslamiah : Jurnal Pendidikan, Ekonomi, Sosial dan Budaya Vol. 4 No. 2 (2026): JUNI
Publisher : Pendidikan Al-Gafari

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.66886/aslamiah-jpesb.v4i2.308

Abstract

The rapid growth of e-commerce has generated a large amount of transaction data with a high level of complexity. This data holds significant potential for further processing to uncover consumer purchasing behavior patterns. This study aimed to identify and analyze consumer purchasing patterns on e-commerce platforms through data analytics using the Market Basket Analysis approach. The data used in this study is simulated data compiled based on consumer purchasing trends over the past five years, with a focus on the fashion and beauty product categories. The analysis process was carried out by calculating support, confidence, and lift values ​​to determine the relationship between products in a transaction. The research findings indicate a fairly strong relationship between several products, which can be used as a basis for developing marketing strategies, such as implementing product bundling and developing recommendation systems. Thus, this study contributes to optimizing the use of transaction data as a basis for data-driven decision-making.
Evaluasi Skalabilitas Database dalam Mengelola Pertumbuhan Volume Data pada Sistem Informasi Digital: Database Scalability Evaluation in Managing Data Volume Growth in Digital Information Systems Salinar Winda Br Sagala; Muhammad Irwan Padli Nasution
Aslamiah : Jurnal Pendidikan, Ekonomi, Sosial dan Budaya Vol. 4 No. 2 (2026): JUNI
Publisher : Pendidikan Al-Gafari

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.66886/aslamiah-jpesb.v4i2.309

Abstract

The rapid development of digital information systems has led to a significant increase in data volume. This condition demands a database system capable of managing data efficiently without reducing performance. One important aspect in database management is scalability, namely the system's ability to optimally handle data growth and workload. This study aims to evaluate database scalability in managing data volume growth in digital information systems. The research method used is a descriptive qualitative approach with data collection techniques in the form of literature studies from various relevant literature sources. The analysis was conducted by examining the concept of database scalability, the factors that influence it, and the impact of data growth on system performance. The results of the study indicate that data volume growth that is not balanced with good database management can cause a decrease in system performance, such as slow data access and increased server load. Therefore, strategies are needed to improve database scalability, such as query optimization, the use of indexing, caching, and the implementation of vertical and horizontal scalability.
The Maqashid Paradox: A Three-Pillar Gap Framework for Understanding Compliance and Social Impact in Indonesian Islamic Banking Khaidar Jamila; Muhammad Irwan Padli Nasution; Muhammad Habibi Siregar
Sharia Economic and Management Business Journal (SEMBJ) Vol. 7 No. 1 (2026): February
Publisher : Yayasan Darussalam Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62159/sembj.v7i1.2465

Abstract

Background: The rapid growth of Islamic banking in Indonesia has raised concerns about the gap between formal sharia compliance and the substantive realization of maqashid sharia objectives. Although Islamic banks demonstrate strong compliance performance, evidence indicates that this has not consistently translated into higher maqashid outcomes, raising questions about whether Islamic banking has fulfilled its substantive role in promoting social welfare, justice, and sustainable development. Method: This study employed a qualitative approach using a conceptual-descriptive research design based on a systematic literature review. Relevant studies published between 2017 and 2026 were collected from reputable academic databases including Scopus, Google Scholar, Emerald Insight, and ProQuest. A total of 45 articles were selected and analyzed through thematic synthesis to identify structural factors contributing to the compliance-maqashid gap. Results: The findings reveal three interconnected dimensions underlying the compliance-maqashid gap: regulatory, operational, and human resource factors. Regulatory frameworks remain focused on micro-level contractual compliance rather than substantive maqashid achievement. Operational practices replicate conventional banking models with financing portfolios heavily concentrated in murabahah contracts. Limited maqashid-oriented competencies among banking professionals hinder effective implementation of socio-economic objectives. These conditions collectively reinforce symbolic compliance and sustain a compliance-driven system with limited substantive impact. Conclusion: Achieving maqashid sharia requires a paradigm shift from compliance-oriented governance toward outcome-oriented Islamic banking practices. Strengthening maqashid-based regulations, diversifying financing structures, and enhancing human resource competencies are essential to bridge the gap between formal compliance and substantive maqashid achievement.
Analisis Literatur Mengenai Peran Manajemen Data dalam Membentuk Scroll Behavior Generasi Z di Tiktok Nadin Khairunisha; Muhammad Irwan Padli Nasution
Jurnal Motivasi Pendidikan dan Bahasa Vol. 4 No. 2 (2026): Jurnal Motivasi Pendidikan dan Bahasa
Publisher : International Forum of Researchers and Lecturers

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59581/jmpb-widyakarya.v4i2.6226

Abstract

The development of short video based social media, particularly TikTok, has led to significant changes in the digital behavior patterns of Generation Z. This study aims to analyze the role of data management within the TikTok system and its influence on user scrolling behavior. The method used was a qualitative approach using the Systematic Literature Review (SLR) technique of various relevant journals and scientific articles. The result show that data management is the primary basis for developing TikTok’s algorithm, which generates personalized content on the For You Page (FYP) feature. This algorithm works by utilizing user interaction data, such as viewing duration, content preferences, and engagement levels, thus presenting content tailored to user interests. Furthermore, this behavior is influenced by psychological factors, such as the need for entertainment and instant gratification, as well as app design factors, such as the infinite scroll feature and ease of navigation. Consequently, despite the benefits of accessing information and entertainment, excessive use has the potential to cause negative effects, such as digital addiction and decreased concentration.
Analisis Literatur Tentang Peran Database Management System dalam Efektivitas Aplikasi Pembelajaran Digital di Perguruan Tinggi Dea Miranti Hajiriah Manurung; Muhammad Irwan Padli Nasution
Jurnal Motivasi Pendidikan dan Bahasa Vol. 4 No. 2 (2026): Jurnal Motivasi Pendidikan dan Bahasa
Publisher : International Forum of Researchers and Lecturers

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59581/jmpb-widyakarya.v4i2.6227

Abstract

This research is a literature analysis study aimed at identifying and synthesizing the role of Database Management Ststems (DBMS) in supporting the effectiveness of digital learning applications in higher education environments. The study sources include ten scientific articles published between 2011 and 2025, convering the topics of Academic Information Systems (SIAKAD), Learning Management Systems (LMS), digital based education administration, e- learning development, and database system optimization. The method used is a literature review with a content analysis approach and thematic synthesis of findings from various previous studies. The study result indicate that DBMS plays a central and multidimensional role in the digital education ecosystem, encompassing three main dimensions: (1) a technical function as an infrastructure for efficient data storage, management, and retrieval using DDL, DML, and DCL languages; (2) an administrative function in centrally and real- timely integrating attendance, assessment, academic reporting, and learning administration processes; and (3) a strategic function in supporting data drivendecision- making and encouraging student learning independence through the LMS. This study also identified ongoing implementations challenges, including limited technological infrastructure, low human resource competency in managing digital systems, and data security and integrity issues. The most commonly used DBMS in higher education contexts include MySQL, PosttgreSQL, MongoDB, Oracle, and SQLite. These findings confirm that DBMS optimization is not merely a technical necessity, but rather a strategic component of the sustainable digital transformations of higher education.  
Peran Sistem Database dalam Pengelolaan Data Retur Produk terhadap Efisiensi Operasional E-Commerce Airin Putri Aulia Lubis; Muhammad Irwan Padli Nasution
Jurnal Motivasi Pendidikan dan Bahasa Vol. 4 No. 2 (2026): Jurnal Motivasi Pendidikan dan Bahasa
Publisher : International Forum of Researchers and Lecturers

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59581/jmpb-widyakarya.v4i2.6228

Abstract

Advances in digital technology have transformed trade patterns, particularly in online buying and selling activities through e-commerce platforms. The rapid growth of e-commerce has increased the volume of online transactions, creating new challenges in managing operational data, especially product return data. Product returns are an important aspect of customer service because they directly affect customer satisfaction, inventory management, and business performance. Therefore, effective and structured data management is essential to ensure that return processes run efficiently and accurately. This study aims to determine the role of database systems in managing product return data and to analyze their impact on operational efficiency in e-commerce activities. The research employed a qualitative approach using a case study of Aulia Shop MSME. Data were collected through observation, interviews, and documentation to gain a comprehensive understanding of the return management process. The results indicate that the implementation of a database system significantly improves the management of product return data. The system accelerates data processing, minimizes recording errors, facilitates data retrieval, and simplifies the monitoring of returned products. In addition, database systems support the preparation of more organized, accurate, and systematic operational reports. Therefore, database systems play a crucial role in enhancing operational efficiency, improving decision-making processes, and supporting sustainable business operations in e-commerce environments.  
Pengaruh Data Quality terhadap Efektivitas Sistem Informasi Berbasis Database Aura Amalia; Muhammad Irwan Padli Nasution
Jurnal Motivasi Pendidikan dan Bahasa Vol. 4 No. 2 (2026): Jurnal Motivasi Pendidikan dan Bahasa
Publisher : International Forum of Researchers and Lecturers

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59581/jmpb-widyakarya.v4i2.6229

Abstract

Data quality is a critical determinant of the success of information systems in supporting organizational decision-making processes. In the digital era, organizations increasingly rely on database-based information systems to manage, process, and distribute information efficiently. However, the effectiveness of these systems depends heavily on the quality of the data being processed. Poor-quality data can lead to inaccurate information, reduced user trust, operational inefficiencies, and ineffective strategic decisions. Therefore, maintaining high data quality has become a crucial organizational priority. This study aims to analyze the influence of data quality dimensions on the effectiveness of database-based information systems. The methodology employed is a qualitative approach through a literature review, examining various scientific journals, theses, books, and relevant academic references related to data quality and information system performance. The results indicate that data quality dimensions, including accuracy, completeness, consistency, and timeliness, significantly influence information quality, user satisfaction, system usability, and net benefits for organizations, as described in the DeLone and McLean Information Systems Success Model. Furthermore, the integration of data quality management through the Total Data Quality Management (TDQM) framework and the implementation of database normalization up to the Third Normal Form (3NF) have been proven to improve operational efficiency, reduce data redundancy, and enhance information integrity. This study concludes that proactive data quality management is a strategic asset that supports organizational competitiveness, improves decision-making quality, and contributes to sustainable business performance in the digital era.
Data Berkualitas, Keputusan Berkualitas: Mengungkap Peran Data Quality dalam Organisasi Modern Nailah Najwa; Muhammad Irwan Padli Nasution
Jurnal Insan Pendidikan dan Sosial Humaniora Vol. 4 No. 2 (2026): Jurnal Insan Pendidikan dan Sosial Humaniora
Publisher : International Forum of Researchers and Lecturers

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59581/jipsoshum-widyakarya.v4i2.6230

Abstract

Quality data plays a crucial role in today’s modern organizations, as it serves as an essential asset for supporting high-quality decision-making processes. In the era of digital transformation, organizations increasingly depend on accurate, timely, and relevant data to formulate strategies and achieve competitive advantage. Poor data quality, including inaccurate, incomplete, or inconsistent information, can negatively impact analysis results, reduce the reliability of insights, and lead to ineffective or even incorrect organizational decisions. Therefore, maintaining data quality is a critical requirement for organizational success. This study aims to analyze whether quality data truly influences decision quality within modern organizations and to identify the relationship between the two variables. The research uses a qualitative method with a literature study approach, drawing data from academic journals, books, and other credible scientific sources related to data quality and decision-making processes. The findings indicate that high-quality data significantly contributes to improving organizational decision-making by providing reliable information for analysis. Furthermore, quality data supports organizations in formulating policies, developing effective strategies, and solving problems more efficiently. It also enhances organizational responsiveness in dealing with dynamic environmental changes. Overall, the study concludes that data quality is a fundamental factor that directly affects the effectiveness and accuracy of decisions in modern organizations.
Analisis Fenomenologi : Pandangan Gen Z terhadap Manajemen Data Pribadi dan Etika Database Iklan Terarah Hummairoh Hummairoh; Muhammad Irwan Padli Nasution
Jurnal Insan Pendidikan dan Sosial Humaniora Vol. 4 No. 2 (2026): Jurnal Insan Pendidikan dan Sosial Humaniora
Publisher : International Forum of Researchers and Lecturers

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59581/jipsoshum-widyakarya.v4i2.6231

Abstract

This study aims to analyze Generation Z's views on personal data management and the ethics of targeted advertising practices in the digital era. A qualitative approach using phenomenological methods was used to explore individuals' subjective experiences and interpretations regarding the use of personal data in their daily lives. Data were collected through in-depth interviews, observation, and documentation with informants purposively selected based on their intensity of digital platform use. The results indicate that Generation Z has a fairly good awareness of safeguarding their personal data, particularly in limiting the dissemination of sensitive information on social media. However, their understanding of the mechanisms of data collection and utilization by digital platforms remains limited. Perceptions of targeted advertising differ, with some informants feeling helpful due to the relevance of the ads displayed, while others feel uncomfortable due to privacy concerns. This situation indicates an ambivalent experience between the benefits of technology and concerns about data security. The study concludes that although awareness of the importance of personal data has been established, a deeper understanding of data management still needs to be improved. Therefore, it is recommended that Generation Z be encouraged to adopt a more critical and informed approach to data-driven digital practices.
Co-Authors ., Arba Sunur ., Siti Hawa Hasibuan Abdu Rahman Hakim Abdul Hafiz Abdullah, Radhinal Abelia Gultom Abel Abelia Mita Baqis Abrar, M. Farid Abrar, M.Farid Ade Kurnia Sari Ade Syafitri Adelia Amri Adelia Amri Adelia Khirani Lubis Adelia Marwa Ujung Adelia Marwah Ujung Adelia Marwah Ujung Adeliya Saragih Adhelia, Dhea Putri Adisa, Yunda Adnan Buyung Nasution Adrian Niken Lubis Adris Triseptina Afandi, Muhammad Fikri Afdillah Nur Aisyah Sinaga Afdillah Nur Aisyah Sinaga Afriani Afriani Agfahmi Dinata Agisty Fiannisa Ahmad Alvin Adriansyah Ahmad Alvin Adriansyah Aidhawani Aidhawani Aini Nurul Aininta Alivia br Kaban Airin Putri Aulia Lubis Aisyah Fitri Pasaribu Ajeng Triandari Akbar, Ananda Rizki Akbar, Fatawil Al-Faruq, Muhammad Yuda Alfa Nadiah Siregar Alfa Rizi Azhari Alfia Utami Alfia Utami Alharis, Dimas Cholis Ali Ikhwan Ali Ikhwan Alrobby Nurilham Alsabila, Marsya Alya Nabila Junaidi amalia, parida Amaliah, Khairul Amelia Putri AMELIA, MAYA Aminah Cinda Kasih, Aminah Amira Salsabila Ananda Amelia Ananda, Fikry Jie Riefa Andhini Asmita Andika Mahwayudi Angga Pradana Kusuma Anggini, Rizki Angkasa, Pramuja Angraini, Riska Anhar, Muhammad Ziqhri Anisa Maya Sufa Anisa Puspita Anita Cerahma Siregar Annisa Fitri Adina Hutabarat Annisa Hafsah Annisa Nadila Annisa Nur Sabrina Antika, Windi Aprila, Nur Qori Aprilia Eka Putri Arfi Andira Kirana Arfini Tri Agustina Ari Sahputra Arie Satria Tama Armita Isnaini Munthe Arris Fahrian Asmadi1, Soraya Zairina Asmiralda, Febrina At Thariq Harahap, Faqih Atika, Atika Atika, Nanda Nurul Aulia Rizky Lubis Aulia Rizky Lubis Aulia Zaky Ibna Aulia Zaky Ibna Aura Amalia Ayu Anggraini Hulu Ayu Intan Pratiwi Ayu Lestari Ayu Shintiya Az Zahra Salsabilah Lubis Azmatul Kholila Azzahra Tri Najla S Bagusman, Chajarara Baihaqi, Ahmad Bakri, Safa Nadia Bancin, Rabiatul Adabiah Bangun, Diva Amanda Br Batubara, Alwi Ardiansyah Putra Bayu Rahmat Hidayat Beby Fadila Bella Audya Manalu manalu Berutu, Fajran Rahman Bi Rahmani, Nur Ahmadi Bima Andika Br.Sinulingga, Sadepa Putri Bunga Amira Bunga Dwi Anjani Calvin Aditya Harahap Chairina Amaliah Hasibuan Chintya Pradilla Putri Chintya Pradilla Putri Chintya, Neha Cindy Amelia Cindy Anggriani Cindy Rayani Sinulingga Cut Nadhira Shahnaz Cut Nadhira Shahnaz Daffa Caidana Zein Situmorang Daffa Chaidana Zein Situmorang Dalimunthe, Maya Oktavia Daulay, Anisya Putri Ertani Daulay, Lily Sardiani Dea Cindi Amelia Dea Miranti Hajiriah Manurung Dedy Rahman Siregar, Dedy Rahman Siregar Dela Arum Lestari Dery Shadani Deva Fitri Zuya Devi Fitri Zuya Devyana, Melati Dewi Lestari Dharma, Budi Dian Farindah Damanik Diana Loemongga Siregar Didi Maslan Dimas Halki Widana Dimas Pramudya Dinda Audia Syahira Dinda Fitriyah Kholisoh Ahmadita Putri Dinda Novika Rahmahdhani Dinda Puspita Sari Dinda Ravina Dindy Rizka Octavia Dini Cahyani nasution Dini, Aisyah Dira Finanta Dira Finanta Dita Ananda Bangun Diva Viola Natasya Hasibuan Diva viola natasya Hasibuan Dwi Amanda Simanjuntak Dwi Amanda Tanjung Dwi Febrina Dwi Silvia Ningsih Dwi Silvia Ningsih Dwiky Guntara Dzakwan Abbas Effendi, Lutfiah Eko Purnomo Eko Purnomo ELYSA RAHMAYANI Embun Febryanti Panggabean Embun Febryanti Panggabean Enjeli Enjeli Era Rahmadani Damanik Era Rahmadani Damanik Eriana Saprida Ermiannur Euis Desy Khairiyati Fachrul Rozy Arda Rambe Fachrurrozi, Zein Ahmad Fadilah, Tiara Fitriani Fadillah, Siti Nur Fadlin Fajri FAHRI Fahrian, Arris Fahrina Aulia Purba Faiza Zayani Waznah Fakhri Alauddin Tarihoran Fakhri Alauddin Tarihoran Fakri Mursala Fanny Himla Rizqya Pasaribu Farah Ananda Lubis Fardan Ali Torabora Siregar Farhana Shahira Fathimah, Laila Fathin Al Biyan Tanjung Fatimah Zahra Marahaini Harahap Fauji Azwar Siregar Fauzan Nafis Fauzy Imam Syah Fayathun Maira, Fayathun Maira Febriani, Gymnasti Fiannisa, Agisty Firza Azzahra Firza Azzahra Fithrah Dwi Ananda Fithri Daulay, Mutiara Mastina Fitri Dasuki Siregar Fitri Fitri Annisa Fitri Handayani Harahap Fitri Hidayah Fitri Nabila Hasibuan Friska Putri Aryanti Geubrina Raseuki Ginting Ginting Ginting, Dea Cindi Amelia Ginting, Melia Br Ginting, Nabilah Azzahra Amin Br Grace Amalia Tondang Gunawan, Nasrullah Guntara, Dwiky Habibi, Muhammad Zidan Hafidz Ramadhan Noor Matondang Hafiz Maulana Siagian Hafiz, Abdul Hafizh Fahriza Hairul Anam Hakiki, Teguh Iman Halim Wijaya Hamza Dwi Aulia Warhana Hanaya Tri Meyharin Sihotang Hani, Fildzah Hanifa Salsabila Hanonangan, Rahmat Pasha Harahap, M. Ikhsan Harahap, Muhammad Ikhsan Harahap, Shelvi Fadillah Harsya Haryo Prastya Hasanah, Malika Ardhia Hasbi Rizky Rawy Hasibuan, Adelia Hasibuan, Mahlia Putri Hasibuan, Siti Hawa Hasiholta, Dani Admaja Hayfa Azwa Fadila Hazizah, Siti Nur Hellen Afrisa Hesty Ananta Yunas Hesty Ananta Yunas Hidayana, Nugrhainy Hidayati, Yusranida Hotmasarih Harahap Hudana Isra Aulia Hummairoh Hummairoh Husnah Salsabilah Siregar Ibrahim Syahputra Harahap Idham Mahrivi Idham Tiofandy Hasibuan Ika Amelia Putri Ilham Putra Pratama Ilhamy Nasution, M. Lathief Ilka Zufria Indah Dwi Pancari Indah Riski Panjaitan Indradewa, Rhian Intan Fahzirah Intan Geandra Ira Yanti Irfan Fadhilah Irgi Iqbal Irhansyah, Teddy Irma Handayani irmayani irmayani Irwansyah, Rudi Irzi Ahmad Fahrozi Isnaini Nur Harahap Istiqomah Istiqomah Juma Pristika, Febie Junita Pratiwi Juwairiazizah Rasta Kana Putri Rosiana Kasih, Aminah Cinda Kasman Rukun Khaidar Jamila Khairi, Nadia Luthfiah Khairuvi Jannatu Sabila BR Pasaribu Kharisma Syahputri Khofifah Indar Rahman Khoirunnisya Gita Segara Kia Napisa Siregar Kinanti Iraza Kinanti Iraza Kurniawan, Al Farizi Kurniawan, Endi Laila Azizah Lailan Safitri Barus Laksamana Khaidir K.N Laksamana Khaidir K.N Layla Nurul Sakinah Lesmana, Rendy Lidya Rosnoviana Lidya Rosnoviana Lisa Ariyani Lisma Yana Siregar lubis, Aisah nurkhofifah Lubis, Farach Nur Fachri Lubis, Khadijah Chairunnisa Lubis, Muhammad Azmi Ibadurrahman Lubis, Novri Salsabilla Lubis, Parentah Lubis, Rizky Amalia Lubis, Sumaiya Nurhasanah Lubis, Windy Frestia Luna Syahfina Luna Syahfina Lutfia Amara Lutfia Amara Lutfiah Nur, Dara Lutfiah, Izmi Luthfiah Anwar, Wan Tasya M Agil Febrian M Ihsan M Rehan Kurniawan M Riyadh Riziq M Sahlan M Syawalun Riza M Yasmin Ramadhan M M, M Yasmin Ramadhan M. Fahrizal Adrian M. Raihan M. Ridho Al aziz M. Yoga Pratama Harahap M.Farid Azizi M.Ikhsan M.Laksamana Ghafur M.Sahlan Ma'ruf, Maulana Ma'ruf Maliha Anjely Putri Sinaga Manurung, Raudah Azzahra Mardianto Mardianto Mardianto, Mardianto Mareta Rindiani Marliyah, Marliyah Marsya Pratiwi Nasution Maulana Fathurrahman Maulana Ikhsan Maulana Irsyad, Raihan Maulana, M. Mauli Fathia Zahra Maya Amelia Mayla Humaira As-syiva Mayori, Elsa Mega Hasibuan Meiranda Siregar Meisyah Ayu Putri Meisyah Ferianti Fadillah1 Meiza Octaria Melati Devyana Melati Melati Melisa Lubis Mesi Suharni Banurea MHD. Ayub Ardi Mhd. Rizki Khairi Mia Audina MIFTAHUL JANNAH Miftahuljannah, Viona Mira Fathila Sari Mira Handani Mira Handani Misra Nova Dayantri Monica Aslyza Muhammad Abdillah Alwi Muhammad Alvin Nurrahman Muhammad Dafa Lubis Muhammad Deary Muhammad Dedi Irawan Muhammad Dimas Muhammad Dimas Aldy Muhammad Dimas Aldy Muhammad Fadlan Muhammad Fahri Muhammad Fauzan Amri Muhammad Fauzan Effendi Muhammad Febry Choir Muhammad Fikri Pohan Muhammad Habibi Siregar Muhammad Habibi Siregar, Muhammad Habibi Muhammad Idris Muhammad Ikhsan Harahap Muhammad Isya Nasution Muhammad Lathief Ilhamy Nasution Muhammad Lutfi Muhammad Lutfy Adly Muhammad Luthfi muhammad luthfie Muhammad Naufal Zahid Marpaung Muhammad Prima Aji Muhammad Richie Hadiansah Muhammad Sofwan Muhammad Syahbudi Muhammad Syukri Albani Nasution Muhammad Tofiq Effendi Muhammad Tofiq Effendi Muhammad Yafiz, Muhammad Muhammad Zaki Zikrillah Baharuddin Nasution Muhammad Ziqhri Anhar Muhammad Zulpan Batubara Muhd. Aidil Fitri Muthi’ Nur Hanifah Mutia Herman Mutia Sari Mutiara Khairiyah Nazri Muzkiati Myza Uzyla Afryza Myza Uzyla Afryza Nabila Anisa Risca Lubis Nabila Annisa Rahmadhani Siregar Nabila Atsil Fadhilah Nabila Chairunnisa Nadhifa Salsabilla Bakris Nadhilah Nazlah Nasution Nadhilah Nazlah Nst Nadia Aprilia Nadia Fahira Nadila Rizkika Dwi Ananda Matondang Nadin Khairunisha Nailah Najwa Najmi Afifah Najwa Alifah Zulfikar Damanik Najwa Aulia Kartika Nanda Kurniawan Lubis Nanda muzahra Nasha Fahriza Nasution, Indah Widya Jaya Putri Nasution, Mustofa Abdullah Nasution, Rizki Ansyari Nasution, Sabrina Nasution, Suci Rezeki Nasution, Syahdinar Nasution, Tri Rahmadani Nasution, Wahyuddin Nur Nasution, Wahyudin Nur Natasya, Anggi Natasyah Natasyah, Natasyah Nayla Arnona Br Damanik Nayla Tri Audina Nazhan Zahira Nazmi Lail Rahman Harahap Nazri Adlani Harahap Nazwa Hanifah Nazwa Nur Hasan Nazwa Pirda Aqilla Nazwa Rahmayani Nazwa Retno Nazwa Riwanda Nazwa Salsabila Lubis Nazwa, Amanatin Neha Chintya Neha Sartika Nia Ramadhani Ningtias Aprili Maliyah Nonita Fitriana Harahap Noor Adinda S.F. Lubis Noor Adinda Sf Lubis Nopita Sari Dewi Harahap Nopita Sari Dewi Harahap Novy Arisca Nugraha, Sandi Nur Afifah Azzahra Nur Afiqah Nabila NUR AHMADI BI RAHMANI Nur Azzahra Nur Halisah Fajarini Nur Indah Septiyani Sirait Nur Khadijah Wahyu Utami Nur Khadijah Wahyu Utami Nur Riadoh Rangkuti Nur Syams Simaja, Much Nur Wafiqah Azizah Sitompul Nur ‘Azah Nuragustin Nuragustin Nurbaiti Nurbaiti Nurbaiti Nurfadillah Najwa Faraiddin Nurhalita Wulandari Nurhalizar, Siti Nurhapirah Tasnim Nurhasanah, Upik Nuri Aslami Nurkhaliza Nurkhaliza Nursgustin Nurul Afriani Tanjung Nurul Fadhillah Nurul Haliza Siregar Nurul Noviyana Octaria, Meiza P. Eko Prasetyo Panggabean, Dewi Febryanti Panggabean, Embun Febryanti Parapat, Ilham Karim Parida Amalia Pinasthika Alya Disti Pinasthika Alya Disti Pohan, Tia Deja Pradana, Wahyu Yuda Prasetyo, Gilang Dwi Pratama Wirayudha Nasution Pratama, Arya Yudi Pratama, Rian Dandi Pratidina, Maulia Preti Intan Sari Preti Intan Sari Pristika, Febie Juma Pujiastuti, Wulandari Purba, Anastasya Ananda Edison Purba, Dinda Rahmayani Puteri, Aulia Rahma Putri Afiqah Binti Ahmad Putri Agustina Putri Indah Fadillah Putri Ramadhani Putri Rizkia Wardhani Putri Salsa Nabila Putri Syabila Hidayat Radika Hanny Syah Rahayu, Dwi Rani Rahma Aulia Rahma Aulia Rahma Intan Nuraini Rahma Yanti, Asni Rahmadilla Nurul Fandini Lubis Rahmah, Hajrah Rahmat Daim Harahap Rahmat Daim Harahap Rahmat, Ilham Rahmi Syahriza Rahmi Syahriza, Rahmi Rahmi, Lutfiyah Raihan Aulia Nugraha Raihan Saputra Raihan Sultani Raihan, Muhamad Raisida Salwa Raissa Amanda Putri Raissha Vathyma Azzahra Ramadhani, Citra Ramanda putri Rani Syahpitri Rasta, Juwairiazizah Razak, Ahmad Buchori Reihan Arya Winata Repi, Predi Ari Retno Paluvi Rezeki, Sri Gusti Rheza Pratama Rheza Pratama Riana Raharti Ribi Tri Amanda Ricky Widyanto Rifa Nabila Malay Rifki Azmi Nulhakim Ripa Sabila Usni Sitompul Ririn Arianti Harahap Ririn Arianti Harahap Riska Febrianti Aulia Riskha Setianingsih Riskha Setianingsih Risma Haryani Siregar Risqullah Firdaus Risqu Ritonga, Sonia Ritonga, Taufiq Alfiqri Rizal Amri Khoirul Hakim Ritonga Rizky Alpiansyah Rizky Khaliq Rizky Putra Halomoan Harahap Rosdiana Rosdiana Rosit Dwi Atmaja Royhan Zaki Ramadhana Rr. Balqis Nuerita Maharani Rukiana hasibuan Ryan Febrianto Ryan Febrianto Saddiah, Kholimatun Safitri, Nurdiana Safitri, Safrina Sagdiyah Fitri Andani Tambunan Agung Sahfitri, Lala Pricilia Sahputri, Sindi Saipul Bahari Saipul Bahari Sakdiah, Halimatun Sakinah, Layla Nurul Salbiah Salbiah Salinar Winda Br Sagala Salsabil, Hafiz Salsabilla, Salsabilla Samiah Br Harahap Samiah Br Harahap Samsudin, Samsudin Sania Husna Sapina Dongoran Saragih, Ramadian Maghvira Saragih, Tiara Hasanah Putri Sari Harahap, Epa Purnama Sari, Mutia Indah Sari, Preti Intan Sari, Reni Ilma Sariyani Sariyani Sasti Diana Putri Yanova Selfiani, Dwi Selvi Selvi Ayu Berutu Selvi Ayu Berutu Selvi Selvi Selvia Ayu Putri Ananda Sepira Yunda Septia Amelia Septiana Dewi Andriana, Septiana Dewi Septiandy, Muhammad Dimas Sevia Diah Pratiwi Shahira, Nabila Shaqina, Maheza Sherina Rina Sherly Pitaloka Shindy Aulia Natasya Shintya Laiya Septy . Siagian, Riski Paujiah Sibarani, Fathiya Hasyifah Silalahi, Yayi Naulia Silvi Andini Silvi Rahmawati Silvia Meiliandari Sindy Aulia Sari Sinta Sukma Ayu Siregar, Ahmad Alkindi Siregar, Aldio Azani Siregar, Bakia Sarmita Utari Siregar, Dedy Rahman Siregar, Diana Loemongga Siregar, Haposan Matua Siregar, Saniyah Dwi Putri Siregar, Wiwindasari Siregar, Zahra Rafia Rani Siswahyudianto Siti Hansyah Dewi Zai Siti Jumaidah Siti Khadijah Siti Khadijah Siti Sahfina Siti Sahfina sitompul, iqbal Sitorus, Panca Abdini Sofiya Azzara Rafles Sonang Matua Siregar Sri Adel Febri Aldina Sri Ayu Sundari Sri Dwi Lestari Sri Rapida Sri Suci Ayu Sundari Sri Suci Ayu Sundari Sri Suci Ayu Sundari Sri Suci Ayu Sundari Sri Suci Ayu Surandari Sri Wahyuni Harahap Suci Andini Kesuma Suci Ayu Sundari Suci Indah Sari Suci Maharani Pane Suci Ramadani Harahap Suci Ramadhani Sucinta Tri Nurhayati Sucinta Tri Nurhayati Suendri Suendri Sugianto Sugianto Suhada Suhada Suhada, Suhada Sundari , Sri Suci Ayu Sundari, Sri Suci Ayu Sunur, Arba Suryadi Syabatullah Syabatullah, Suryadi Syafrina, Angelia Putri Syahlu Zuanna Tanjung Syahnazwa Aiska Hidayat Hutasuhut Syahputri, Kharisma Syahputri, Namira Syahrani Harmi Syahrul Ramadhan Dalimunthe Syahrul Ramadhan Dalimunthe Syakila, Putri Syarbani, Ahmad Muhaisin B. Syarifa Tommy Syarifah Aini Br Sinaga Syavina Nadhira Lubis Syawalia Arifa Syfa Tasya Zahwani Tama, Arie Satria Tambunan, Adila Khairani Br Tambunan, Sagdiyah Fitri Andani Tessa Fadilla Teuku Alif Baihaqy Tia Deja Pohan Tiara Fitriani Fadilah Tiara Hasanah Putri Saragih Tiara Syahira Mardianto Tiara Tirta Dewi Titania Febrianti Tommy, Syarifa Tri Abdi Syahputra Tri hidayati Tri Nanda Rayani Sinuhaji Tri Putri Rezeki Tri Suci Irawan Triase Triase Triase Triase Trisnawati Lubis Tuti Anggraini Tuti Anggraini Tyo Rizky Siagian Ujung, Adelia Marwah Ulfi Yanti Harahap Umar Said Batubara Umi Nur Habibah Ummi Aulia Utari, Anggie Sri Veri Ferdiansyah Vina rahmanda Vina Widia Afriani Vinanda Siswandari Vina Vira Sasmita Vivi Kumala Sari Wafiq Azizah Wafiq Azizah Wahyu Rusbandi Huni Nasution Wahyu Yuda Pradana Wahyuddin Nur Nasution Wahyudin Nur Nasution Wahyudin Nur Nasution, Wahyudin Nur Wanda Aprilly Charos Wardatul Umayya Gea Wa’altaf, Nazar Widiya Wati Widya Ayu Utami Lubis Wilona Ramadhani K Wira Herdika Firliansyah P.H Wira Herdika Firliansyah P.H Wiranti, Wiranti Yahfizham Yahfizham Yuda Mahendra Hasibuan Yulita Astri yulpida Sari Lubis Yunda Adisa Yunda Adisa Yuni Fatma Sari Yuni Syafitri Yusmardani, Indi Yusti, Irwan Zahara, Nabila Zahfira Halim Zahra Hasibuan Zahra, Fatimah Az Zahra, Nurul Zahrani Fatni Hapsah Zahwatun Suhaibah Rangkuti Zaimiri, Zaimiri Zainal Nur Ali Zein, M. Dimas Suhaimi Zuanna Tanjung, Syahlu Zuhrinal M. Nawawi Zulfa Khoiriah Zulhasby Assdqy Nasution