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Data : Journal of Information Systems and Management
Published by PT Penerbit Ilmiah Indonesia
ISSN : -     EISSN : 30310008     DOI : https://doi.org/10.61978/data
Core Subject : Science,
Computer Science & IT Decision Sciences, Operations Research & Management
Data : Journal of Information Systems and Management with ISSN Number 3031-0008 (Online) published by Indonesian Scientific Publication, is a leading open-access and peer-reviewed scientific journal dedicated to publishing high-quality research in the field of information systems and management. Since its establishment, Data has been committed to advancing knowledge and understanding of the integration between information systems and management in a global context. The journal publishes research articles, technical papers, theoretical studies, and case studies that undergo rigorous peer review to ensure the highest standards of academic integrity and originality.
Arjuna Subject : Ilmu Komputer (semua kategori) - Sistem Informasi
Articles 43 Documents
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The Influence Of Brand Image And Social Media Marketing On Consumer Satisfaction Mediated By Purchase Decisions On Tiktok Shop Situmorang, Maria Ernita; Helmi, Sulaiman; Roni, Mukran; Agustian, Wiwin
Data : Journal of Information Systems and Management Vol. 2 No. 3 (2024): July 2024
Publisher : Indonesian Scientific Publication

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61978/data.v2i4.333

Abstract

This research aims to determine the influence of Brand Image and Social Media Marketing on consumer satisfaction, with purchasing decisions as a mediating variable, on the TikTok Shop platform, the sample of this research is 100 active Tiktok Shop users, the method used is a quantitative method with Structural Equation Modeling analysis techniques (SEM) SmartPLS, the data used is primary and secondary data. The research results show that brand image has a positive and significant influence on consumer satisfaction, social media marketing has no and insignificant influence on consumer satisfaction, brand image has a positive and significant influence on consumer satisfaction mediated by purchasing decisions, social media marketing has a positive and significant influence on consumer satisfaction mediated by purchasing decisions
Evaluation of E-Learning Implementation During The Covid-19 Pandemic: A Case Study At Politeknik Negeri Semarang (POLINES) Indonesia Hasanudin, Mohamad; Sadida, Afiat; Widyarti, Maria Th Heni; Budiyono, Iwan; Pinandhito, Kenneth; Pradana, Bagas Putra
Data : Journal of Information Systems and Management Vol. 2 No. 4 (2024): October 2024
Publisher : Indonesian Scientific Publication

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61978/data.v2i4.358

Abstract

In early 2020, Indonesia, including the world, faces the massive spread of the Covid-19 virus. The spread of COVID-19 has prompted the President of the Republic of Indonesia through the minister of education to issue Circular Number 4 of 2020 concerning the Implementation of Education Policies in Emergency Times Spread of COVID-19 in a Circular It is explained that the learning process is carried out at home through online learning. This policy means changing the learning method from the majority of face-to-face to online learning. Online learning methods are new to all interested parties: teachers, students, and education management. This phenomenon encourages a study to be carried out that aims to determine the effectiveness of online learning at the Semarang State Polytechnic in achieving curriculum targets. This quantitative research begins with a review of policies and literature related to COVID-19 and online learning, which is continued by using an online questionnaire to collect data obtained from 643 student respondents and 76 lecturers in 5 departments and 18 study programs from 25 study programs in POLINES This study wanted to determine the effectiveness of online using El Nino from 1) Content, 2) Interface, 3) Feedback and assessment, 4) Convenience, 5) Interaction, and 6) Social Influence; research findings from the six variables obtained an overall average index. Which was obtained from the lecturers' respondents was 69%, while the overall average index obtained from student respondents was 73%.
Implementation of Good Corporate Governance Principles in Village Fund Management in Jambanan Village Government, Sidoharjo, Sragen Bella Rima Setiyawati; Widyarti, Maria Th Heni; Romangsi, I Nyoman
Data : Journal of Information Systems and Management Vol. 3 No. 1 (2025): January 2025
Publisher : Indonesian Scientific Publication

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61978/data.v3i1.472

Abstract

Village development in Indonesia is one of the main focuses of achieving overall community welfare. With Law No. 3 of 2024 on Village Development, the government emphasizes the importance of effectively and efficiently managing village funds. This law regulates the governance, planning, implementation, and accountability of using village funds to ensure that allocating funds provides maximum benefits for village communities. This study aims to outline and evaluate the Good Corporate Governance principles used by the Jambanan Village Government in the Sidoharjo District of the Sragen Regency in managing village money. This kind of study combines a qualitative and descriptive methodology. Based on real-world occurrences, this study design is thought to be the best way to thoroughly describe the good governance concepts in the Jambanan Village administration. The methods used for gathering data include observation, documentation, and interviews. The selected informants are the village head, village secretary, village treasurer, community leaders, neighborhood association, youth organization leader, and village deliberation body. The study's findings show that the values of independence, responsibility, accountability, and fairness have all been appropriately applied. As a result, the transparency concept has not been correctly applied. The outcome showed that Jambanan village governance's money management practices did not adequately apply the concepts of good corporate governance.
Phishing Email Classification Approach Using Machine Learning Algorithms - A Literature Review Firman; Tukiyat; Wiharjo, Sudarno
Data : Journal of Information Systems and Management Vol. 3 No. 3 (2025): July 2025
Publisher : Indonesian Scientific Publication

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61978/data.v3i3.692

Abstract

Email phishing is one of the cybersecurity threats that continues to grow, utilizing social engineering to obtain sensitive data. Various machine learning-based approaches have been researched to detect and classify phishing emails. This article presents a literature review of phishing email classification methods, including the K-Nearest Neighbor (KNN) algorithm, Naïve Bayes, Support Vector Machine (SVM), Random Forest, and deep learning-based approaches. The discussion included feature extraction techniques (TF-IDF, Word2Vec, BERT), handling data imbalances, and model performance evaluation. This review identifies current research trends, challenges, and gaps for further research.
Bridging the Gap Between Policy and Practice: Evaluating Indonesia’s Cybersecurity Regulatory Framework (2020–2023) Alfath, Tahegga Primananda; Cahya, Waskita
Data : Journal of Information Systems and Management Vol. 2 No. 1 (2024): January 2024
Publisher : Indonesian Scientific Publication

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61978/data.v2i1.695

Abstract

Indonesia's rapid digital transformation has heightened its exposure to cybersecurity threats, prompting the introduction of several national policies aimed at enhancing cyber resilience. This study evaluates the effectiveness of three key regulations—Peraturan BSSN No.8/2020, Perpres 82/2022, and Perpres 47/2023—through a qualitative policy analysis framework. Data were drawn from national cyber incident statistics, regulatory documents, and secondary literature. Methodologically, the study applies qualitative frameworks and correlates policy timelines with cyber incident volumes between 2020 and 2023. Statistical tools, including time-series and regression analyses, are used to determine regulatory impacts on threat reduction. Findings reveal that while the regulations establish a strong structural foundation, implementation remains weak. Cyber incidents continued to rise post-regulation, and key challenges such as agency fragmentation, underinvestment (0.02% of GDP), and limited stakeholder collaboration persist. Case studies, including breaches at Dukcapil and Imigrasi, underscore the urgent need for better enforcement and inter-agency coordination. Comparative analysis with regional peers like Singapore highlights further room for improvement in governance and public-private synergy. The study concludes that Indonesia’s cybersecurity policies are directionally sound but require systemic reforms, centralized coordination, and investment scaling to achieve tangible outcomes. These insights contribute to the literature on regulatory effectiveness and cyber governance in emerging economies
Cybersecurity Challenges and Investment in Indonesia Purwandari, Nuraini
Data : Journal of Information Systems and Management Vol. 2 No. 2 (2024): April 2024
Publisher : Indonesian Scientific Publication

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61978/data.v2i2.696

Abstract

Indonesia’s digital economy has expanded rapidly, but this growth has been accompanied by a sharp rise in cyber threats, particularly ransomware and phishing attacks. Despite this, national cybersecurity investment remains critically low, at just 0.02% of GDP—among the lowest in ASEAN. This study analyzes the structural misalignment between the increasing threat landscape and the country’s financial and policy responses. Using secondary data from 2020 to 2023, it examines attack frequencies, regional investment comparisons, and projected market growth. Key results indicate that while cyber incidents have escalated—from 88 million in early 2020 to 347 million in H1 2023—Indonesia's cybersecurity market is projected to grow from USD 1.07 billion in 2024 to USD 3.48 billion in 2030. However, regulatory fragmentation, limited SME readiness, and underdeveloped public-private coordination remain significant barriers. The study concludes that addressing policy fragmentation, increasing investment, and integrating SMEs into the national strategy are essential to secure Indonesia’s digital future and unlock the potential of its growing cybersecurity market.
Digital Risks in Emerging Economies: Cyber Threat Escalation in Indonesia (2020–2023) Rinaldo; Puspitasari, Devi
Data : Journal of Information Systems and Management Vol. 2 No. 3 (2024): July 2024
Publisher : Indonesian Scientific Publication

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61978/data.v2i3.697

Abstract

Indonesia's rapid digital transformation over the past decade has brought with it a surge in cyber threats, posing significant risks to national security, economic resilience, and public trust. This study investigates the escalation of cyber incidents between 2020 and 2023, analyzing their trends, regulatory responses, and systemic vulnerabilities. Utilizing secondary data from national agencies and international platforms, the research employs both quantitative and qualitative methods to assess incident volumes and policy effectiveness. The results reveal a sharp rise in cyber incidents, from 88 million in 2020 to over 1.65 billion in 2021, driven largely by phishing, ransomware, and malware campaigns. Although regulatory frameworks such as BSSN Regulation No. 8/2020 and Presidential Regulations 82/2022 and 47/2023 represent important steps, enforcement remains weak, and sectoral coordination is limited. Investment in cybersecurity is critically low, averaging only 0.02% of GDP, while SMEs remain particularly vulnerable due to limited resources and awareness. Discussion of these findings highlights systemic barriers such as institutional fragmentation, insufficient technical capacity, and underdeveloped cybersecurity culture. The study emphasizes the importance of inter-agency collaboration, adaptive regulatory frameworks, and increased investment to build national resilience. Comparative insights from global best practices suggest that integrating stakeholder feedback and promoting continuous learning can significantly enhance threat response and governance outcomes. In conclusion, Indonesia's cybersecurity landscape requires urgent strategic realignment. A well-funded, coordinated, and flexible national cybersecurity framework is essential to protect the nation's digital infrastructure and foster sustainable digital development
Digital Leadership and IT Strategy Execution in Emerging Economies Angellia, Filda
Data : Journal of Information Systems and Management Vol. 2 No. 4 (2024): October 2024
Publisher : Indonesian Scientific Publication

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61978/data.v2i4.703

Abstract

Digital transformation has emerged as a critical driver for organizational success in today’s rapidly evolving technological landscape. This narrative review aims to explore how IT strategy is formulated and implemented in digital enterprises, particularly within developing countries. Using a systematic literature search across Scopus, IEEE Xplore, and Google Scholar, studies were selected based on thematic relevance, quality, and citation impact. Keywords included "IT strategy formulation," "digital transformation," and "strategy implementation," combined through Boolean operators to refine search results. The review reveals that strategic frameworks such as the Ward and Peppard model and SECI model facilitate alignment between IT and business objectives. Internal organizational factors—notably leadership, culture, and technological readiness—play a pivotal role in enabling successful strategy formulation. Externally, government policies, infrastructure availability, and stakeholder influence significantly shape implementation outcomes. Agile methodologies, data-driven decision-making, and collaborative leadership emerged as critical practices in digital strategy execution. Conversely, barriers such as resistance to change, regulatory inertia, and limited digital competencies hinder progress, particularly in SMEs and public institutions. This review highlights the need for integrative and adaptive strategies that account for socio-technical and contextual complexities. It underscores the importance of inclusive governance and policy alignment to support digital innovation. Future research should investigate underexplored regional and sectoral contexts to develop holistic frameworks that support sustainable digital transformation across diverse organizational landscapes
Digital Leadership in IT Organizations: A Narrative Review of Strategies and Challenges in the Era of Disruption Prasetya, Yuli
Data : Journal of Information Systems and Management Vol. 3 No. 1 (2025): January 2025
Publisher : Indonesian Scientific Publication

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61978/data.v3i1.705

Abstract

This narrative review investigates the evolving role of digital leadership in facilitating transformation within IT-driven organizations. The study aims to explore how digital leadership shapes strategic and operational changes amid accelerating technological advancements. A structured literature search was conducted across Scopus, Web of Science, and Google Scholar using key terms including "digital leadership," "organizational transformation," and "IT-driven management." The inclusion criteria emphasized peer-reviewed articles discussing leadership models in digital contexts across multiple sectors. The results reveal that transformational and collaborative leadership styles positively influence digital innovation, organizational agility, and employee engagement. Nonetheless, systemic barriers such as cultural resistance, bureaucratic inertia, and limited digital competencies impede successful implementation. International comparisons demonstrate that advanced economies benefit from robust digital infrastructure and policy frameworks, while developing countries face unique institutional and resource-related challenges. Case studies from education and healthcare sectors further underscore the critical role of leaders in aligning digital technologies with stakeholder needs. This review concludes that effective digital leadership is a cornerstone for driving sustainable change in modern organizations. Strategic policies focusing on cultural transformation, stakeholder communication, and capacity building are vital for overcoming institutional barriers. The findings contribute to the growing discourse on digital leadership by providing a foundation for further empirical and sector-specific research in this rapidly evolving domain
IT Governance in Public and Private Sector Innovation: Comparative Models, Barriers, and Policy Lessons from Global Practice Ghanistantiono
Data : Journal of Information Systems and Management Vol. 3 No. 2 (2025): April 2025
Publisher : Indonesian Scientific Publication

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61978/data.v3i2.706

Abstract

This narrative review explores the implementation and effectiveness of IT governance models in organizations undergoing digital transformation. The objective is to identify key frameworks, evaluate challenges, and highlight best practices across public and private sectors. Literature was gathered through systematic searches of academic databases including Scopus and Google Scholar, using keywords such as "IT governance models," "digital transformation governance," and "healthcare IT governance." Studies were selected based on inclusion criteria that focused on public, private, and nonprofit organizations from both developed and developing countries. The review reveals that models like COBIT, ITIL, and ISO/IEC 38500 have consistently demonstrated positive impacts on organizational transparency, accountability, and service delivery. These models also facilitate improved risk management and stakeholder satisfaction. However, the findings indicate that systemic barriers—such as limited resources, resistance to organizational change, and lack of interoperability—significantly hinder implementation, particularly in low-resource settings. Comparative studies show that while developed countries benefit from standardized governance frameworks and robust digital infrastructures, developing countries face unique socio-cultural and policy-related obstacles. This study emphasizes the importance of tailoring governance strategies to local contexts, investing in digital literacy, and promoting participatory decision-making. The implications are relevant for policymakers, institutional leaders, and IT professionals seeking to improve governance outcomes. This review identifies COBIT, ITIL, and ISO/IEC 38500 as core frameworks for improving organizational performance, but highlights major challenges in resource-limited settings. It calls for context-sensitive adaptation and further research to translate theoretical models into practical digital governance solutions

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