International Journal of Management Science and Information Technology
type: channel
description: International Journal of Management Science and Information Technology (IJMSIT), e-ISSN: 2776-7388 and p-ISSN: 2774-5694 is a free and open-access journal published by the Lembaga Komunitas Informasi Teknologi Aceh (KITA), Indonesia. IJMSIT is an open-access journal dedicated to the exploration of the impact of information technologies on managerial and organizational topics. The journal employs a multidisciplinary approach to develop comprehensive and theoretical frameworks for both researchers and practitioners in the fields of management and information technology. IJMSIT aims to stimulate research in emerging domains influenced by advancements in information technology and trends in management practices. Its readership includes academics from business and engineering schools, as well as managers interested in the application of quantitative methods in business. All published articles are assigned a digital object identifier (DOI) for easy reference. To submit your article to International Journal of Management Science and Information Technology (IJMSIT) ; You have to Register or Login to submit your or. You can access the manuscript format from the author guidelines. Download Template (English).
publisher: Lembaga Otonom Lembaga Informasi dan Riset Indonesia (KITA INFO dan RISET)
language: en
publication name: International Journal of Management Science and Information Technology
issn: 2776-7388
copyright: Authors who publish with this journal agree to the following terms: 1. Copyright Retention and Open Access License Authors retain copyright of their work and grant the journal non-exclusive right of first publication under the Creative Commons Attribution 4.0 International License (CC BY 4.0). This license allows unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. 2. Rights Granted Under CC BY 4.0 Under this license, readers are free to: Share — copy and redistribute the material in any medium or format Adapt — remix, transform, and build upon the material for any purpose, including commercial use No additional restrictions — the licensor cannot revoke these freedoms as long as license terms are followed 3. Attribution Requirements All uses must include: Proper citation of the original work Link to the Creative Commons license Indication if changes were made to the original work No suggestion that the licensor endorses the user or their use 4. Additional Distribution Rights Authors may: Deposit the published version in institutional repositories Share through academic social networks Include in books, monographs, or other publications Post on personal or institutional websites Requirement: All additional distributions must maintain the CC BY 4.0 license and proper attribution. 5. Self-Archiving and Pre-Print Sharing Authors are encouraged to: Share pre-prints and post-prints online Deposit in subject-specific repositories (e.g., arXiv, bioRxiv) Engage in scholarly communication throughout the publication process 6. Open Access Commitment This journal provides immediate open access to all content, supporting the global exchange of knowledge without financial, legal, or technical barriers.
items: Navigating Flexible Work Arrangements to Foster Sustainable Growth through Adaptive Innovation
items: Analysis of the Relationship Between Energy Consumption and Economic Growth in Indonesia: An Empirical Perspective and Environmental Impact
items: The Influence of Lecturers' Digital Leadership to Digital Competence of Students at Kurnia Jaya Persada University
items: The Role of Learning Openness in Moderating Tacit Knowledge and Heritage-Based Learning by Doing on Human Resource Productivity in Ulu Belu Coffee
items: Implementation of Data Security Framework in Microservices Cloud Computing Architecture for E-Learning Platform
items: Securitization of Local Maritime Governance: The Institutional Role of Poskamladu Tamperan in the Maritime Security System of Pacitan Bay
items: Internal Audit Strategies in Strengthening Corporate Governance: A Risk Management and Compliance Analysis
items: Collaboration of the 'Merah Putih' Village Cooperative Business Model and Public Kitchens in Supporting Local Food Security
items: The Board's Commitment as a Factor Strengthening the Influence of Board Characteristics on Company Financial Performance
items: Identification of Factors of Small Enterprise Coffee Development: A Case Study in UUT Agro Semesta, Bali
items: Comparative Analysis of SAW and WP Methods for Employee Selection in MSMEs
items: The Impact of Artificial Intelligence and Big Data Integration on Decision-Making and Supply Chain Efficiency in Modern Logistics
items: The Purple Squirrel Paradox: Leveraging Technology and Inclusive Strategies for Attracting and Retaining Exceptional Talent in Tech Startups
items: Customer Satisfaction Based on Marketing Mix Strategy (7P) at PT Tirta Perkasa Sejahtera Bondowoso
items: The Effect of Environmental Disclosure and Green Innovation on Firm Value
items: Tableau-Based Business Intelligence Analysis For the 4P Strategy and Product Sales KPIs in Vending Machines at Minori Group
items: Optimizing Natural Resource Products through Sustainable Branding, Human Capital Strengthening, and Financial Resilience in the Age of Millennial and Gen Z Consumers
items: The Influence of Transformational Leadership and Work Conflict on Employee Performance and Change Management in Hospitality Companies
items: Investment Strategies for Strengthening the Organizational Knowledge System in Industrial Business Entities
items: Analysis of the Influence of Organizational Commitment and Budget Participation on Managerial Performance
items: Green Innovation on the Business Performance of Halal-Certified Micro, Small, and Medium Enterprises in South Sulawesi
items: The Impact of Economic Uncertainty on Food Security and the Role of Business Openness as a Moderating Factor in Indonesia's Economic Development
items: The Impact of Social Media Marketing on Brand Loyalty: The Role of Brand Trust and Brand Equity as Mediating Variables
items: Functional Oversight Reform as a Strategic Instrument for Effective Regional Financial Governance
items: Deep Learning for HIV Screening Using Laboratory and Demographic Data
items: Exploring Job Satisfaction: The Impact of Transformational Leadership and Interpersonal Communication on Work Discipline
items: The Influence of Internal and External Factors on Stock Price Fluctuations in Manufacturing Companies
items: Cluster of Foreign Tourists Using the K-Means Method Based on Arrival Data at I Gusti Ngurah Rai Airport (2018-2024)
items: The Application of Visual Communication Design Strategies in User Interface (UI) Experiences on Digital Platforms
items: The Analysis of the Impact of Cloud Computing-Based Human Resource Information System Implementation on HR Management Efficiency in Multinational Companies

Navigating Flexible Work Arrangements to Foster Sustainable Growth through Adaptive Innovation
type: item
description: This study examines the impact of flexible work arrangements on innovation and sustainable growth in companies. Flexible working hours allow employees to set their own schedules and decide where and when they work most effectively. This allows them to spend more time at home or in the lab. Detaching the office helps increase productivity, creativity, and employee happiness. However, flexible office models and innovative product breakthroughs have become successful models, leading to success for their practitioners in every way. This study employed a mixed-methods approach, using questionnaires to collect data from 400 organizations across various industries. We also interviewed top managers in five cases. The results show that organizations that adopt flexible work significantly improve their ability to innovate. In technology, financial services, and manufacturing, organizations that work on innovative projects with at least one employee have shortened the overall time to market for new products while launching more successful products. Furthermore, improving employee quality of life is associated with higher levels of employee satisfaction, as employees enjoy their work more, which is beneficial for all parties involved. Furthermore, cyber leadership and digital collaboration technologies are key tools for the success of flexible work arrangements. The results of this study show that in terms of helping companies survive and thrive, adaptive work patterns are not only beneficial but also provide a competitive advantage for our organization over others in an already crowded market.
subject: Articles
  topic: section
subject: Flexible work
  topic: keywords
subject: Product innovation
  topic: keywords
subject: Sustainable growth
  topic: keywords
subject: Employee engagement
  topic: keywords
subject: Adaptive leadership
  topic: keywords
creator: Ali Amran
creator: Arifuddin Arifuddin
creator: Akmil Asril
rights: Copyright (c) 2026 Ali Amran, Arifuddin, Akmil Asril https://creativecommons.org/licenses/by/4.0
date: 2026-02-27
publication date: 2026-02-27
starting page: 110
ending page: 117
doi: 10.35870/ijmsit.v6i1.6602

Analysis of the Relationship Between Energy Consumption and Economic Growth in Indonesia: An Empirical Perspective and Environmental Impact
type: item
description: This study examines the relationship between energy consumption and the concept of economic growth in Indonesia, and evaluates its impact on carbon emissions from 2019 to 2025. In examining the relationship between variables, a mixed-form log-linear Cobb-Douglas production function model is used to adopt a dynamic approach with an explanatory design. Annual data are taken from the Indonesian Central Bureau of Statistics, Energy, and Development Indicators. The analysis stages include the Augmented Dickey-Fuller stationarity test, the Granger causality test, Ordinary Least Squares analysis estimation, and to ensure model validity, diagnostic testing. The estimation results show that energy consumption has a positive and significant effect on real Gross Domestic Product. The elasticity coefficient of 1.523 indicates that a one percent increase in energy consumption is associated with a 1.52 percent increase in output. The Granger causality test shows a one-way relationship from energy consumption to economic growth, reflecting the function of energy as the main driver of national production activities. The increase in energy consumption during the economic recovery period is also accompanied by an increase in carbon dioxide emissions, indicating a high carbon intensity in our economic structure. Dependence on fossil-based energy sources continues to be a major factor causing increasing environmental pressure. These findings highlight the need for policies that support energy mix diversification, increased efficiency, and accelerated renewable energy development that can secure long-term growth rates and ensure environmental stability.
subject: Articles
  topic: section
subject: Energy Consumption
  topic: keywords
subject: Economic Growth
  topic: keywords
subject: CO₂ Emissions
  topic: keywords
subject: Environmental Impact
  topic: keywords
subject: Granger Causality
  topic: keywords
subject: Energy Elasticity
  topic: keywords
creator: Yuli Utami
creator: Moh. Zaini
creator: Yanti Mayasari Ginting
rights: Copyright (c) 2026 Yuli Utami, Moh. Zaini, Yanti Mayasari Ginting https://creativecommons.org/licenses/by/4.0
date: 2026-02-24
publication date: 2026-02-24
starting page: 78
ending page: 85
doi: 10.35870/ijmsit.v6i1.6615

The Influence of Lecturers' Digital Leadership to Digital Competence of Students at Kurnia Jaya Persada University
type: item
description: Study entitled The Influence of Lecturers' Digital Leadership to Digital Competence of Students at Kurnia Jaya Persada University This aim for analyze implementation digital leadership in context education tall as well as test its influence to student digital competency in face global competition. Focus study directed at perception student to characteristics digital leadership and challenges leadership education in the era of transformation technology. Research use approach quantitative with design descriptive and explanatory. Population study is student from five study programs with amount sample A total of 78 respondents were determined through method census. Data collection was carried out use questionnaire structured. Data analysis was carried out using SPSS version 26 through regression testing for identify strength relationships and contributions influence intervariable. Research result show that Digital Leadership lecturer influential strong and significant to Student Digital Competence with The R value is 0.805 and the R Square is 0.649. The findings This indicates that 64.9% of the variation student digital competency can explained by practice digital leadership of lecturers, which places Digital Leadership as determinant main in form students' digital readiness.
subject: Articles
  topic: section
subject: Digital Leadership
  topic: keywords
subject: Digital Competence
  topic: keywords
subject: Students
  topic: keywords
subject: Lecturers
  topic: keywords
subject: Digital Learning
  topic: keywords
creator: Ririn Ayuandira
creator: Irmawati Irmawati
creator: Farhan Ramadan
rights: Copyright (c) 2026 Ririn Ayuandira https://creativecommons.org/licenses/by/4.0
date: 2026-02-28
publication date: 2026-02-28
starting page: 118
ending page: 124
doi: 10.35870/ijmsit.v6i1.6644

The Role of Learning Openness in Moderating Tacit Knowledge and Heritage-Based Learning by Doing on Human Resource Productivity in Ulu Belu Coffee
type: item
description: This study examines the role of learning openness in moderating the relationship between tacit knowledge, learning by doing (heritage learning), and human resource productivity in Ulu Belu coffee MSMEs, Indonesia. Grounded in the Knowledge-Based View and Organizational Learning Theory, this research investigates how experiential and inherited knowledge contribute to workforce productivity within traditional agribusiness settings. A quantitative explanatory approach was employed using survey data collected from 200 coffee MSME actors in Ulu Belu, Lampung. Data were analyzed using Structural Equation Modeling–Partial Least Squares (SEM-PLS). The findings reveal that tacit knowledge significantly and positively influences human resource productivity. Likewise, learning by doing through intergenerational knowledge transfer significantly enhances productivity. These results confirm that experience-based and socially embedded learning mechanisms remain critical drivers of performance in traditional coffee enterprises. Furthermore, learning openness plays a significant moderating role. It strengthens the relationship between heritage learning and productivity, indicating that openness to new ideas, external collaboration, and technological adoption amplifies the benefits of traditional knowledge transfer. Learning openness also moderates the effect of tacit knowledge on productivity, although the effect size is relatively weaker. This study contributes to the literature by integrating tacit knowledge, heritage learning, and learning openness into a single empirical model within the agribusiness MSME context. Practically, the findings suggest that enhancing learning openness alongside preserving traditional knowledge can improve workforce productivity and sustainability in coffee-based MSMEs.
subject: Articles
  topic: section
subject: Tacit Knowledge
  topic: keywords
subject: Learning Openness
  topic: keywords
subject: Learning by Doing
  topic: keywords
subject: Human Resource Productivity
  topic: keywords
subject: Coffee MSMEs
  topic: keywords
creator: Sri Asmirani
creator: Rizky Khairunnisa
creator: Reza Pahlepi
creator: Afit Afrizal
creator: Reza Hardian Pratama.
rights: Copyright (c) 2026 Sri Asmirani, Rizky Khairunnisa, Reza Pahlepi, Afit Afrizal, Reza Hardian Pratama. https://creativecommons.org/licenses/by/4.0
date: 2026-02-23
publication date: 2026-02-23
starting page: 69
ending page: 77
doi: 10.35870/ijmsit.v6i1.6604

Implementation of Data Security Framework in Microservices Cloud Computing Architecture for E-Learning Platform
type: item
description: Secure cloud infrastructure is necessary for Indonesia's e-learning to undergo a digital transition. This study examines how a data security framework is implemented on a microservices architecture based on Platform-as-a-Service (PaaS). Using a kualitatif approach through case studies, this study integrates the principles of Arsitektur Zero Trust, end-to-end encoding, and service isolation. According to the research findings, this integrated framework can enhance system resilience, speed up security incident response by 65%, and lower the chance of data breaches by up to 87%. The PaaS model's high scalability and inadequate resource control make this framework easily applicable to a variety of other large-scale digital platforms. When creating an e-learning ecosystem that is resistant to cyberattacks, developers and educational institutions can use this research as a strategic guide.
subject: Articles
  topic: section
subject: E-learning
  topic: keywords
subject: Cloud Computing
  topic: keywords
subject: Microservices
  topic: keywords
subject: Data Security
  topic: keywords
subject: Zero Trust Architecture
  topic: keywords
creator: Fika Ulfa Widowati
rights: Copyright (c) 2026 FIKA ULFA WIDOWATI https://creativecommons.org/licenses/by/4.0
date: 2026-02-16
publication date: 2026-02-16
starting page: 29
ending page: 38
doi: 10.35870/ijmsit.v6i1.6599

Securitization of Local Maritime Governance: The Institutional Role of Poskamladu Tamperan in the Maritime Security System of Pacitan Bay
type: item
description: Maritime security has evolved beyond traditional military concerns to encompass multidimensional non-traditional threats, particularly at the local governance level. This study analyzes the securitization process of the Integrated Maritime Security Post (Poskamladu) at Tamperan Port within the maritime security system of Pacitan Bay. Using a qualitative case study approach, data were collected through in-depth interviews, field observations, and document analysis. The analysis applies the Copenhagen School’s securitization framework, focusing on securitizing actors, existential threats, speech acts, and referent objects. The findings indicate that Poskamladu functions as a securitizing actor by framing non-traditional issues—illegal fishing, coastal spatial conflicts, and disorderly port activities—as existential threats to marine sustainability, community stability, and local economic security. Unlike classical securitization models emphasizing formal declarations, securitization at Tamperan occurs through informal, practice-based speech acts embedded in mediation, coordination, and licensing control. However, the effectiveness of this securitization process is constrained by fragmented authority, limited infrastructure capacity, and insufficient preparedness for technology-based threats. This study contributes theoretically by extending securitization analysis to subnational maritime governance and highlighting the role of informal institutional practices in constructing security threats.
subject: Articles
  topic: section
subject: Securitization
  topic: keywords
subject: Maritime Security
  topic: keywords
subject: Poskamladu
  topic: keywords
subject: Tamperan Port
  topic: keywords
subject: Pacitan Bay
  topic: keywords
creator: Chalid Darmawan
rights: Copyright (c) 2026 Chalid Darmawan https://creativecommons.org/licenses/by/4.0
date: 2026-02-22
publication date: 2026-02-22
starting page: 60
ending page: 68
doi: 10.35870/ijmsit.v6i1.6588

Internal Audit Strategies in Strengthening Corporate Governance: A Risk Management and Compliance Analysis
type: item
description: This study aims to analyze the role of internal audit in strengthening corporate governance. This study focuses on the risk management and compliance aspects of an organization's ability to comply with accepted standards, laws, and regulations, especially in this era of digital transformation. Internal audit plays a crucial role in reviewing the suitability of internal control systems, risk management, and compliance. The application of technology in internal audit has enabled increased risk detection efficiency while ensuring better compliance. This study uses a comparative approach, comparing companies that have switched to digital technology systems for internal audit with companies that still use traditional methods. Data collection comes from interviews, surveys, and document analysis of 200 respondents (internal auditors, audit committee members, and senior managers) in 50 companies. Newly introduced digital technologies in internal audit have been shown to strengthen risk management and compliance, thereby improving overall corporate governance. Organizations with strong governance structures, having more independent directors and more effective audit committees, tend to be more successful in risk management. The study also found that clear policies on internal control play a very important role in improving compliance. However, issues such as unreliable investment costs, complete system integration, and resistance from top management remain barriers to implementing digital technologies in internal audit.
subject: Articles
  topic: section
subject: Internal audit
  topic: keywords
subject: Risk management
  topic: keywords
subject: Compliance
  topic: keywords
subject: Digital technology
  topic: keywords
subject: Corporate governance
  topic: keywords
subject: Internal control
  topic: keywords
creator: Sumardi Sumardi
creator: Fredy Arios Tiblola
creator: Anto Purwadi
rights: Copyright (c) 2026 Sumardi Sumardi, Fredy Arios Tiblola, Anto Purwadi https://creativecommons.org/licenses/by/4.0
date: 2026-02-27
publication date: 2026-02-27
starting page: 101
ending page: 109
doi: 10.35870/ijmsit.v6i1.6545

Collaboration of the 'Merah Putih' Village Cooperative Business Model and Public Kitchens in Supporting Local Food Security
type: item
description: Local food security is a strategic issue in sustainable development, especially amidst challenges in food distribution, unequal access, and increasing nutritional needs of the community. Strengthening community-based food systems has encouraged the emergence of the Merah Putih Village Cooperative (KDMP) as a village economic aggregator and the Free Nutritional Meal Program (MBG) through public kitchens as food providers for vulnerable groups. The collaboration between these two institutions is seen as capable of shortening the supply chain, increasing the absorption of local products, and strengthening the people's economy. Data were collected through in-depth interviews, observations, documentation studies, and focus group discussions, then analyzed using thematic analysis techniques to obtain a comprehensive contextual understanding. The research findings indicate that collaboration between KDMP and public kitchens has significant potential to build a more organized food distribution chain, provide a stable market for village products, and create economic opportunities for local communities. However, institutional fragmentation, technological limitations, varying procurement mechanisms, and the lack of quality standards remain key obstacles. This study concludes that collaborative business models can be an effective strategy for building an inclusive and resilient local food ecosystem if supported by strengthened governance, supply chain digitalization, and cross-sector partnerships. Theoretically, this research contributes to the development of collaborative governance and community-based business models by demonstrating that synergy between local organizations can increase food system resilience while expanding the role of cooperatives as community economic institutions. Consequently, local governments and program managers need to promote collaborative regulation, institutional capacity building, and investment in logistics infrastructure to ensure the sustainab…
subject: Articles
  topic: section
subject: Collaborative business models
  topic: keywords
subject: KDMP
  topic: keywords
subject: Public kitchens
  topic: keywords
subject: Local food security
  topic: keywords
subject: Collaborative governance
  topic: keywords
creator: Sukaris Sukaris
creator: Havy Wardana
creator: Anik Nur Cholifah
creator: Tomi Indarto
creator: Suwandi Suwandi
creator: Hernum Daya Wati
creator: Suwarno Suwarno
creator: Wiwik Widiyawati
creator: Endah Mulyani
rights: Copyright (c) 2026 Sukaris Sukaris https://creativecommons.org/licenses/by/4.0
date: 2026-02-17
publication date: 2026-02-17
starting page: 39
ending page: 46
doi: 10.35870/ijmsit.v6i1.6542

The Board's Commitment as a Factor Strengthening the Influence of Board Characteristics on Company Financial Performance
type: item
description: This study examines the effect of board characteristics on financial performance of manufacturing firms listed on the Indonesia Stock Exchange during 2019–2023. Specifically, it investigates the influence of board size, board independence, board expertise, and female board representation on firm performance, while incorporating board commitment as a moderating variable and firm size, firm age, and leverage as control variables. Financial performance is measured using Return on Assets (ROA) and Return on Equity (ROE). The study employs a quantitative research design using secondary data derived from annual reports of 55 manufacturing companies selected through purposive sampling. Panel data regression analysis is conducted using EViews 9. The findings reveal that firm size and firm age positively affect ROA, whereas leverage negatively affects ROA. For ROE, board size, board commitment, and leverage show positive effects, while female board representation, firm size, and firm age demonstrate negative effects. Furthermore, board commitment negatively moderates the relationship between board size and ROE. The results suggest that larger boards may enhance performance through diverse expertise and experience; however, higher female board representation is associated with lower performance within the observed context. This study contributes to corporate governance literature by highlighting the contingent role of board commitment and provides practical implications for corporate governance design and investment decision-making.
subject: Articles
  topic: section
subject: Board characteristics
  topic: keywords
subject: Board commitment
  topic: keywords
subject: Financial performance
  topic: keywords
subject: Manufacturing firms
  topic: keywords
subject: Corporate governance
  topic: keywords
creator: Dwi Mas Sukma Agung
creator: Kristian Chandra
creator: Farah Margaretha
creator: Febria Nalurita
creator: Yosephina E Purba
rights: Copyright (c) 2026 Kristian Chandra, Dwimas Ayu Sukma Agung, Farah Margaretha https://creativecommons.org/licenses/by/4.0
date: 2026-02-25
publication date: 2026-02-25
starting page: 86
ending page: 100
doi: 10.35870/ijmsit.v6i1.6529

Identification of Factors of Small Enterprise Coffee Development: A Case Study in UUT Agro Semesta, Bali
type: item
description: This research aims to identify the critical internal and external factors influencing the development of coffee MSMEs and to formulate strategic recommendations for UUT Agro Semesta in Pajahan Village, Tabanan, Bali. Addressing the slow growth and conventional management practices in the region's coffee sector, this study contributes to the field of management science by providing a strategic framework for small enterprise sustainability. The study employed a quantitative case study design, collecting primary data through structured questionnaires, interviews, and observations from 30 respondents selected via purposive sampling. Data analysis was conducted using SPSS Version 25 for descriptive statistics and the SWOT framework, involving Internal Factor Analysis Summary (IFAS) and External Factor Analysis Summary (EFAS) matrices. The results reveal that the enterprise possesses strong internal foundations (IFAS score: 2.93), primarily driven by specialized farmer skills and high family involvement (90%). However, external analysis (EFAS score: 3.10) highlights significant opportunities in government subsidies and cooperative networks, contrasted by threats from market access barriers (90% reported obstacles) and climate dependency. The findings suggest that the business is in a growth-oriented position, recommending an S-O (Strengths-Opportunities) strategy that prioritizes the utilization of government-led technical training to enhance production and leveraging cooperatives for market expansion. Practically, this study recommends that policymakers facilitate micro-financing and climate-adaptive irrigation technologies to mitigate technical weaknesses. These results offer a roadmap for coffee MSMEs to improve competitive advantage through integrated management and strategic institutional collaboration.
subject: Articles
  topic: section
subject: Coffee MSMEs
  topic: keywords
subject: SWOT Analysis
  topic: keywords
subject: Business Development Strategy
  topic: keywords
subject: IFAS EFAS
  topic: keywords
subject: Management Science
  topic: keywords
creator: I Gusti Ayu Widari Upadani
creator: Ni Luh Putri Srinadi
creator: Gusti Ngurah Aditya Krisnawan
rights: Copyright (c) 2026 I Gusti Ayu Widari Upadani, Ni Luh Putri Srinadi, Gusti Ngurah Aditya Krisnawan https://creativecommons.org/licenses/by/4.0
date: 2026-02-10
publication date: 2026-02-10
starting page: 23
ending page: 28
doi: 10.35870/ijmsit.v6i1.6528

Comparative Analysis of SAW and WP Methods for Employee Selection in MSMEs
type: item
description: The process of selecting new employees in Micro, Small, and Medium Enterprises (MSMEs) is often still carried out subjectively, which can lead to less optimal decision-making. This study aims to apply and compare the Simple Additive Weighting (SAW) and Weighted Product (WP) methods as decision support systems for new employee selection in MSMEs. The evaluation is conducted based on four criteria: education level, work experience, skill competency, and interview results. The dataset consists of ten job candidates that are processed through weight normalization, preference value calculation, and ranking stages. The results show that both methods are capable of providing objective and measurable recommendations for selecting the best employees, although differences appear in the final ranking of candidates because the SAW method calculates scores by summing weighted normalized values for each criterion, while the WP method multiplies each criterion value raised to its weight, making the influence of high or low scores more pronounced. The SAW method is simpler and easier to understand, while the WP method is more sensitive to criterion weights and better distinguishes candidates with varied performance levels. The best alternative tends to consistently rank at the top in both methods. Therefore, the implementation of the SAW and WP methods can assist MSMEs in making systematic and accurate employee selection decisions based on a dataset of ten candidates evaluated across four assessment criteria.
subject: Articles
  topic: section
subject: Decision support system
  topic: keywords
subject: SAW
  topic: keywords
subject: WP
  topic: keywords
subject: MSMEs
  topic: keywords
creator: Ni Made Yeni Dwi Rahayu
creator: Ni Putu Dewi Eka Yanti
rights: Copyright (c) 2026 Ni Made Yeni Dwi Rahayu https://creativecommons.org/licenses/by/4.0
date: 2026-02-10
publication date: 2026-02-10
starting page: 10
ending page: 22
doi: 10.35870/ijmsit.v6i1.6511

The Impact of Artificial Intelligence and Big Data Integration on Decision-Making and Supply Chain Efficiency in Modern Logistics
type: item
description: This study examines the impact of the integration of Artificial Intelligence (AI) and Big Data on decision-making and operational efficiency in the logistics sector. AI accelerates data processing, while Big Data enables large-scale analysis to make more informed decisions. Both technologies can improve planning, distribution, and equipment monitoring, as well as enhance supply chain operability by reducing human error. The study included case studies of 50 logistics companies that have adopted AI and Big Data. Using this quantitative method, the research team developed survey questions based on the four parameters listed above and answered them by interviewing representatives from each company's management department. The results show that 70% of companies have implemented AI across various operational aspects. Sixty percent of companies are fully utilizing Big Data. AI improves demand forecast accuracy by 30% and reduces inventory waste by 25%. AI implementation saves 15-20% on delivery time in route management, while reducing operational costs. However, there are several drawbacks: it is expensive to build systems using all these technologies, there is a shortage of skilled labor, and companies struggle to integrate new systems with existing legacy systems. This study also shows that organizational readiness plays a critical role in leveraging the technical potential of these two technologies to improve supply chain operational efficiency.
subject: Articles
  topic: section
subject: Artificial Intelligence
  topic: keywords
subject: Big Data
  topic: keywords
subject: Decision-Making
  topic: keywords
subject: Operational Efficiency
  topic: keywords
subject: Supply Chain
  topic: keywords
subject: Logistics
  topic: keywords
creator: Jeni Karay
creator: Reni Koibur
rights: Copyright (c) 2026 Jeni Karay, Reni Koibur https://creativecommons.org/licenses/by/4.0
date: 2026-02-01
publication date: 2026-02-01
starting page: 1
ending page: 9
doi: 10.35870/ijmsit.v6i1.6344

The Purple Squirrel Paradox: Leveraging Technology and Inclusive Strategies for Attracting and Retaining Exceptional Talent in Tech Startups
type: item
description: The systemic problem within the tech industry startup surrounds the disparity of talent expectation with reasonable and sustainable employment practices, which is visible through the lens of the Purple Squirrel Paradox - the relentless ideal of the all-in-one, dwarfed. This paper addresses the social impact of paradox-technology and inclusive management in resolving the contradiction of social impact tech paradox. Use of AI-enabled recruitment tools, skills-first assessment of candidates, and proactive outreach campaigns has been shown to reduce bias and improve access to and appreciation of talent that has been previously ignored and underutilized. We also examine retention strategies anchored in psychological safety, equity-centered leadership development, inclusive onboarding, and their long-term social value. This work in empirical research provides evidence-based, action-oriented tools to startup founders and HR leaders to posture their organizations toward pro-societal and pro-innovation social value through diverse high-performance teams. The work demonstrates recruitment and retention with the purpose of social impact as inclusive systemic paradox and effect of impact within the startup ecosystem.
subject: Articles
  topic: section
subject: Purple Squirrel
  topic: keywords
subject: Tech startup
  topic: keywords
subject: Social impact
  topic: keywords
subject: Inclusive hiring
  topic: keywords
creator: Parul Choudhary
creator: Dr Anand Shankar Raja M
creator: Dr Manish Kothari
rights: Copyright (c) 2026 Parul Choudhary, Dr Anand Shankar Raja M, Dr Manish Kothari https://creativecommons.org/licenses/by/4.0
date: 2026-02-19
publication date: 2026-02-19
starting page: 47
ending page: 59
doi: 10.35870/ijmsit.v6i1.6268

Customer Satisfaction Based on Marketing Mix Strategy (7P) at PT Tirta Perkasa Sejahtera Bondowoso
type: item
description: This study aims to describe customer satisfaction based on the marketing mix strategy (7Ps) which includes product, price, place, promotion, people, process, and physical evidence at PT Tirta Perkasa Sejahtera Bondowoso. This study uses a qualitative approach with a descriptive research type. Data were obtained through in-depth interviews, direct observation, and documentation related to the company's service and marketing activities. Data analysis was carried out through the stages of data reduction, data presentation, and conclusion drawing. The results show that the marketing mix strategy (7Ps) has been consistently implemented by the company and contributes to the level of customer satisfaction. Customers consider product quality, ease of service access (place), and fast and responsive service processes to be the aspects that most influence their satisfaction. Meanwhile, the promotion strategy and physical evidence elements are considered to still have room for improvement to strengthen the overall customer experience. This study provides an in-depth overview of how the implementation of the 7Ps can increase customer satisfaction and serve as a reference for improvement for companies in designing more effective marketing strategies.
subject: Articles
  topic: section
subject: Customer satisfaction
  topic: keywords
subject: Marketing mix 7P
  topic: keywords
subject: AMDK
  topic: keywords
subject: Marketing strategy
  topic: keywords
creator: Inge Cellianada Cahyono
creator: Dani Kurniawan
creator: Indri Agustin
creator: Arik Muji Winarni
creator: Setiyo Budi Tripriyono
creator: Maghfur El Muhammady
creator: Nurul Qomariah
creator: Nursaid Nursaid
creator: Mu’ah Mu’ah
rights: Copyright (c) 2025 Nurul Qomariah https://creativecommons.org/licenses/by/4.0
date: 2025-12-24
publication date: 2025-12-24
starting page: 446
ending page: 455
doi: 10.35870/ijmsit.v5i2.6087

The Effect of Environmental Disclosure and Green Innovation on Firm Value
type: item
description: This study aims to analyze the effect of environmental disclosure and green innovation on firm value. The research employs a quantitative approach using correlation analysis and panel data regression, assisted by EViews 12 software. The data consist of secondary data obtained from the annual financial reports of 20 companies listed on the Indonesia Stock Exchange during the 2020–2024 period, resulting in 100 observations. The empirical results indicate that environmental disclosure has a significant positive effect on firm value, while green innovation does not show a significant influence. These findings suggest that transparent environmental disclosure plays a crucial role in enhancing firm value by strengthening investor confidence. Practically, this study provides insights for investors in evaluating corporate sustainability performance and encourages companies to improve the quality of their environmental disclosures and green innovation strategies to support long-term sustainability and value creation.
subject: Articles
  topic: section
subject: Firm Value
  topic: keywords
subject: Enviromental Disclosure
  topic: keywords
subject: Green Innovation
  topic: keywords
creator: Ahmad Rifqi Hidayat
rights: Copyright (c) 2025 Ahmad Rifqi Hidayat https://creativecommons.org/licenses/by/4.0
date: 2025-12-23
publication date: 2025-12-23
starting page: 438
ending page: 445
doi: 10.35870/ijmsit.v5i2.6017

Tableau-Based Business Intelligence Analysis For the 4P Strategy and Product Sales KPIs in Vending Machines at Minori Group
type: item
description: This study aims to analyze the application of Business Intelligence (BI) using Tableau in supporting data-driven decision making in the marketing mix strategy (4Ps) and Key Performance Indicators (KPIs) for vending machine product sales at Minori Group. With the increasing need for efficiency and competition in the South Cikarang industrial area, Minori Group faces challenges in integrating marketing and sales data scattered across various sources. The research method used is a descriptive quantitative approach with the following stages: data collection from vending machine applications, data cleaning using Excel, integration into Tableau for visual analysis, interpretation of visualization results, and preparation of strategic recommendations. The results show that visualization with Tableau is able to provide a comprehensive picture of product performance based on the aspects of Product, Price, Place, and Promotion. The main findings show that inconsistent product placement per slot (BIN) causes sales analysis to be less accurate, while KPI calculations reveal significant variations in performance between products. Tableau has proven to be effective in helping management identify sales patterns, high-performing products, and areas that need to be optimized through promotional strategies and slot rearrangement. The integration of Marketing Mix theory, Business Intelligence, and Technology Acceptance Model (TAM) confirms that Tableau not only serves as a visualization tool, but also as a strategic platform in building a data-driven organizational culture. The implementation of BI through Tableau is expected to increase marketing effectiveness, operational efficiency, and company profitability.
subject: Articles
  topic: section
subject: Tableau
  topic: keywords
subject: Business Intelligence
  topic: keywords
subject: 4P Marketing Mix
  topic: keywords
subject: Sales KPI
  topic: keywords
subject: Vending Machine
  topic: keywords
creator: Lambok Rommy Sulaeman
creator: Chowal Jundy Kumoro
creator: Syaban Maulana
creator: Davina Clarissa Rabbani
rights: Copyright (c) 2025 rommy gultom https://creativecommons.org/licenses/by/4.0
date: 2025-12-29
publication date: 2025-12-29
starting page: 473
ending page: 479
doi: 10.35870/ijmsit.v5i2.5979

Optimizing Natural Resource Products through Sustainable Branding, Human Capital Strengthening, and Financial Resilience in the Age of Millennial and Gen Z Consumers
type: item
description: This paper explores sustainable branding, human resource capability, and financial sustainability on anesthetic competitiveness of nursery product in Millennial and Gen Z era consumers. Despite young consumers’ strong environmental concern, an attitude–behavior gap is observed between their attitudes and actual purchasing behavior. From interviews with 20 informants including young consumers, producers and fintech developers we conclude that sustainability matters, but only if authenticity and transparency are there to back it up. The challenges for producers are often reduced digital skills, weak financial literacy, and difficult access to capital. These constraints inhibit their ability to market sustainably, generate innovations, and manage financial risks. The research recommends that natural resource enterprises should include sustainable brand credence, robust human resources capability, and better financial resilience in order to thrive and grow in the era of digitalization and environmental awareness in Indonesia.
subject: Articles
  topic: section
subject: Sustainable Branding
  topic: keywords
subject: Natural Resource Products
  topic: keywords
subject: Human Capital Development
  topic: keywords
subject: Financial Resilience
  topic: keywords
subject: Millennial and Gen Z Consumers
  topic: keywords
creator: Ni Luh Laksmi Rahmantari
creator: Agus Putra Mardika
creator: I Gusti Ayu Lia Yasmita
creator: I Putu Dharmawan Suryagita Susila Putra
creator: Ni Komang Mela Tri Utari
rights: Copyright (c) 2025 Ni Luh Laksmi Rahmantari https://creativecommons.org/licenses/by/4.0
date: 2025-12-29
publication date: 2025-12-29
starting page: 464
ending page: 472
doi: 10.35870/ijmsit.v5i2.5961

The Influence of Transformational Leadership and Work Conflict on Employee Performance and Change Management in Hospitality Companies
type: item
description: The hospitality industry in Indonesia faces intense competition and rapid changes in business environments, requiring effective leadership to sustain employee performance and support successful change management. The suboptimal implementation of transformational leadership and the presence of work conflict have the potential to decrease productivity and hinder organizational adaptability. This study aims to analyze the influence of transformational leadership and work conflict on employee performance and change management, as well as examine the moderating role of transformational leadership in the relationship between work conflict and employee performance. This research employed a quantitative approach using a survey method by distributing questionnaires to 160 employees of Ascott Group Jakarta. Data were analyzed using Structural Equation Modeling–Partial Least Square (SEM-PLS). The findings indicate that transformational leadership has a significant positive effect on employee performance and change management, while work conflict negatively influences employee performance. Moreover, transformational leadership can weaken the negative impact of work conflict on employee performance. This study provides practical implications for hotel management in optimizing transformational leadership to enhance performance, manage conflict, and support successful organizational change.
subject: Articles
  topic: section
subject: Transformational Leadership
  topic: keywords
subject: Work Conflict
  topic: keywords
subject: Employee performance
  topic: keywords
subject: Change Management
  topic: keywords
subject: Hospitality
  topic: keywords
creator: Elsa Mariska Andini
creator: Elistia Elistia
rights: Copyright (c) 2025 Elsa Mariska Andini S.M. https://creativecommons.org/licenses/by/4.0
date: 2025-12-27
publication date: 2025-12-27
starting page: 456
ending page: 463
doi: 10.35870/ijmsit.v5i2.5950

Investment Strategies for Strengthening the Organizational Knowledge System in Industrial Business Entities
type: item
description: Companies in the industrial sector can continue to advance on the challenging path of innovation and trade competitiveness in this era of knowledge management. This study aims to discuss effective investment strategies that will be implemented in building organizational knowledge systems in Indonesian industrial commercial entities. This study uses literature analysis and secondary data focusing primarily on three critical areas: innovation and research, employee education and training, and Information and Communication Technology (ICT). The Organizational Knowledge Index is used as a measure of the effectiveness of Miami's knowledge system, over the period 2019-2024. The findings indicate that investment in R&D and innovation has the greatest impact on strengthening communicative organizational knowledge systems. This covers 47.2% of the total, with ICT in second place at 32.5%, followed by staff training at 20.3%. Less dichotomous are companies that find a balance between the three investment items. Their operational efficiency, ability to innovate, and competitiveness are seen to improve significantly. The results also show that when technology investment and human resource capacity development are combined, this plays a significant role in strengthening organizational knowledge systems. This study offers empirical evidence for designing investment strategies tailored to knowledge management objectives.
subject: Articles
  topic: section
subject: Investment Strategy
  topic: keywords
subject: Innovation and Research
  topic: keywords
subject: Information Technology
  topic: keywords
subject: Employee Training
  topic: keywords
subject: Industrial Competitiveness
  topic: keywords
creator: Margarita Ekadjaja
creator: Rorlen Rorlen
rights: Copyright (c) 2025 Margarita Ekadjaja, Rorlen https://creativecommons.org/licenses/by/4.0
date: 2025-11-27
publication date: 2025-11-27
starting page: 421
ending page: 430
doi: 10.35870/ijmsit.v5i2.5917

Analysis of the Influence of Organizational Commitment and Budget Participation on Managerial Performance
type: item
description: This study aims to: (1) analyze the partial influence of organizational commitment on managerial performance. (2) analyze the partial influence of budget participation on managerial performance. Using a quantitative method with 120 respondents who were surveyed and analyzed using the SPSS data processing application. The research results show that: (1) Organizational commitment partially influences managerial performance. (2) Budget participation partially influences managerial performance.
subject: Articles
  topic: section
subject: Organizational Commitment
  topic: keywords
subject: Budget Participation
  topic: keywords
subject: Managerial Performance
  topic: keywords
creator: Dusty Widha Hutama
creator: Masiyah Kholmi
rights: Copyright (c) 2025 Dusty WIDHA HUTAMA, Masiyah Kholmi https://creativecommons.org/licenses/by/4.0
date: 2025-12-01
publication date: 2025-12-01
starting page: 431
ending page: 437
doi: 10.35870/ijmsit.v5i2.5889

Green Innovation on the Business Performance of Halal-Certified Micro, Small, and Medium Enterprises in South Sulawesi
type: item
description: This study aims to analyse the effect of green innovation on the business performance of micro and small enterprises in South Sulawesi, particularly those that have obtained halal certification. Green innovation is a new strategy that has emerged among business actors, involving the creation of environmentally friendly innovations in the production process and the products produced. The research method used is explanatory research with a quantitative approach, with a population of 1,025 MSEs and a sample of 124 MSEs with halal certification. The data collection techniques used were observation, interviews and questionnaires with a 1-7 Likert scale, while the data analysis techniques used were descriptive statistical analysis and inferential analysis, namely inner model and outer model analysis, as well as hypothesis testing. The results of the study indicate that green innovation has a positive and significant effect on the business performance of micro and small enterprises in South Sulawesi -, amounting to 45.1%. This implies that the implementation of green innovation in SMEs that already have halal certification can improve business performance while promoting economic, social, and environmental sustainability.
subject: Articles
  topic: section
subject: Green Innovation
  topic: keywords
subject: Business Performance
  topic: keywords
subject: Micro and Small Enterprises
  topic: keywords
creator: Hardiyanti Ridwan
creator: Muslimin H. Kara
creator: Abdul Wahab
creator: Rika Dwi Ayu Parmitasari
creator: Abd. Muhaemin Nabir
creator: Nurwahida Nurwahida
rights: Copyright (c) 2025 Hardiyanti ridwan https://creativecommons.org/licenses/by/4.0
date: 2025-11-25
publication date: 2025-11-25
starting page: 414
ending page: 420
doi: 10.35870/ijmsit.v5i2.5808

The Impact of Economic Uncertainty on Food Security and the Role of Business Openness as a Moderating Factor in Indonesia's Economic Development
type: item
description: The economic uncertainty experienced by developing countries like Indonesia has the potential to disrupt food security, which is an essential element for social and economic stability. Changes in the international economic environment, such as inflation, fluctuation in exchange rates, and variations in international policies can often have an impact on supply or availability of food. But it is under these circumstances that business openness must function as an instrument of moderation in increasing uncertainty for food security. As a result, this research attempts to discuss the relationship between economic uncertainty and food security in Indonesia, and how business openness serves to amplify or dampen the effects of economic uncertainty on food production. Panel data from the years 2019 to 2024 is used cm this analysis. The findings bring out that business openness has a positive effect on food security, while economic uncertainty has a negative one. Meanwhile, interaction between economic uncertainty and business openness suggests that the more open an economy is economically, the less negative will be its weight on food production. It underscores the importance of policies combining good with global integration to the domestic food sector, if food security in Indonesia is to be secure in the face of global economic uncertainty that unsettles everything.
subject: Articles
  topic: section
subject: Economic Uncertainty
  topic: keywords
subject: Food Security
  topic: keywords
subject: Business Openness
  topic: keywords
subject: Economic Development
  topic: keywords
subject: Indonesia
  topic: keywords
creator: Willyan Sahetapy
rights: Copyright (c) 2025 Willyan Sahetapy https://creativecommons.org/licenses/by/4.0
date: 2025-11-16
publication date: 2025-11-16
starting page: 404
ending page: 413
doi: 10.35870/ijmsit.v5i2.5731

The Impact of Social Media Marketing on Brand Loyalty: The Role of Brand Trust and Brand Equity as Mediating Variables
type: item
description: The development of social media has significantly influenced the way companies establish relationships with their consumers, In an increasingly competitive environment, marketing strategies that involve direct interaction through digital platforms are becoming more crucial for building brand loyalty. This study aims to understand how promotional activities through social media can strengthen consumer loyalty, by considering brand trust and perceptions of brand value as mediating factors that connect these elements. After the raw data had been collected and analyzed through a process that included picking out active Instagram users, we selected those who have followed skincare brand accounts and bought products right after exposure to promotional information. Utilizing SmartPLS software for Structural Equation Modeling, it was found that the quality of a message, visual impact and social interaction represent the three factors which have great influence on whether trust is established or else there will be positive or negative evaluation for your brand. Trust, which builds up from good experiences and consistent communication, as it turns out leads to emotional connections. With these connections in place, it becomes easier to stick around and harder to leave--for repeated generic preferences over time. Also, perceptions of product value and quality serve as reinforcing factors in shaping repeat purchase decisions. The research findings suggest that successful marketing strategies can not only be based on the frequency of social media appearances, but should instead see how relationships are actively and authentically fostered. Enterprises that keep up two-way communication and give consistent experiences will have a better chance for higher customer loyalty. These findings lay a necessary groundwork for business practitioners to design digital approaches less reliant on random solitude and more enabled through social relationships.
subject: Articles
  topic: section
subject: Brand Loyalty
  topic: keywords
subject: Consumer Trust
  topic: keywords
subject: Brand Value
  topic: keywords
subject: Social Media Marketing
  topic: keywords
subject: Digital Interaction
  topic: keywords
creator: Sutomo Sutomo
creator: Sumardi Sumardi
creator: Lesna Purnawan
creator: Unes Juhaeni
rights: Copyright (c) 2025 Sutomo, Sumardi, Lesna Purnawan, Unes Juhaeni https://creativecommons.org/licenses/by/4.0
date: 2025-10-16
publication date: 2025-10-16
starting page: 386
ending page: 395
doi: 10.35870/ijmsit.v5i2.5651

Functional Oversight Reform as a Strategic Instrument for Effective Regional Financial Governance
type: item
description: This study examines functional oversight reform as a strategic instrument to strengthen regional financial governance in Bone Bolango Regency, Gorontalo Province. The research is motivated by weak internal control systems and limited inspectorate capacity, which often trigger irregularities in financial management. Employing a descriptive qualitative approach with a case study design, data were gathered through in-depth interviews with key informants the Inspector of Bone Bolango Regency, three auditors, and two supporting staff supported by observations and document analysis. The analysis identifies five core themes. First, functional oversight reform through the Government Internal Control System SPIP, shifting supervision from reactive to preventive. Second, financial governance strategies emphasizing risk-based auditing and the creation of task forces within OPD. Third, the use of information technology to enhance transparency, efficiency, and real time risk mapping, though constrained by infrastructure and human resources. Fourth, the role of organizational culture, especially integrity, professionalism, and participatory leadership, in sustaining effective oversight. Fifth, community involvement via the whistleblowing system and the WASKITA Clinic, which strengthens accountability despite low participation. The study contributes theoretically by emphasizing the interplay of structural, cultural, and technological factors in determining the effectiveness of public sector oversight. From a policy standpoint, it highlights the need for stronger governmental commitment to empower inspectorates as internal supervisory bodies (APIP), enhance digital infrastructure, improve human resource competence, and expand public literacy on financial monitoring. These policy implications aim to build a more adaptive, accountable, and transparent financial oversight system that supports sustainable regional governance.
subject: Articles
  topic: section
subject: Functional oversight reform
  topic: keywords
subject: Internal control system
  topic: keywords
subject: Risk-based auditing
  topic: keywords
subject: Organizational culture
  topic: keywords
subject: Public participation
  topic: keywords
creator: Saprudin Saprudin
creator: Mohamad Abdul Radjak Masjhur
rights: Copyright (c) 2025 radjak masjhur https://creativecommons.org/licenses/by/4.0
date: 2025-10-21
publication date: 2025-10-21
starting page: 396
ending page: 403
doi: 10.35870/ijmsit.v5i2.5607

Deep Learning for HIV Screening Using Laboratory and Demographic Data
type: item
description: In this work, laboratory and demographic data were integrated to create a deep learning model for HIV screening. The rising incidence of HIV in Indonesia necessitates the development of more effective and precise screening techniques for early identification. The created methodology improves the accuracy of HIV status prediction by integrating many laboratory indicators, including total blood count, viral load, CD4 count, and patient demographic information. For the years 2020–2024, 5,847 patient samples from different Indonesian hospitals made up the dataset. A Deep Neural Network (DNN) architecture with Grid Search hyperparameter optimization was employed in this investigation. According to the evaluation results, the model obtained an F1 score of 93.5%, a sensitivity of 92.8%, a specificity of 95.1%, and an accuracy of 94.2%. When compared to using only laboratory data, the model's performance increased by 3.7% when demographic data was included. This methodology can lessen laboratory burden while assisting medical staff in doing HIV screening more quickly and accurately. An external validation plan has been created with a testing strategy using a separate dataset from ten referral hospitals that were not part of the model training process in order to guarantee the model's dependability in clinical application. To boost the confidence of medical staff, a workable implementation has been created in the form of an API and web application that can be included into the hospital's current information systems and provide an explanation of the prediction results. To help healthcare facilities with different resource levels embrace this technology, technical and clinical implementation recommendations are offered. In order to assess how well the model works to increase HIV detection rates and clinical workflow efficiency, a post-implementation impact evaluation is planned. The efficiency of HIV prevention and control initiatives in Indonesia might be greatly increased by…
subject: Articles
  topic: section
subject: Deep learning
  topic: keywords
subject: HIV screening
  topic: keywords
subject: Laboratory data
  topic: keywords
subject: Demographic data
  topic: keywords
subject: Neural network
  topic: keywords
creator: Fika Ulfa Widowati
rights: Copyright (c) 2025 FIKA ULFA WIDOWATI https://creativecommons.org/licenses/by/4.0
date: 2025-08-20
publication date: 2025-08-20
starting page: 380
ending page: 385
doi: 10.35870/ijmsit.v5i2.5371

Exploring Job Satisfaction: The Impact of Transformational Leadership and Interpersonal Communication on Work Discipline
type: item
description: The research attempts to consider swept-away (transformational) leadership and interpersonal communication and their effect on job discipline of subordinates. Good work discipline is vital to improve production performance and organization effectiveness. Transformative leadership offers the possibility to enrich employment and provide motivation, leadership, organizational objectives. Good interpersonal communication helps create better connections between managers and subordinates. A survey research method was undertaken in calculating this data study, with 200 XYZ Company employees being respondents. The data was acquired on the basis of questionnaire scales used to gauge variables such as transformational leadership, interpersonal communication in their work group and work discipline. These tests all showed data that was both reliable and valid. The analysis of data used multiple linear regression. The findings have shown that efficacious leadership and good interspecialty communication bring a beneficial result. The experiment showed coefficients of 0.220 and 0.345, respectively. A manager who is able to both motivate and provide open lines of communication can raise staff discipline. This study proposes that organizations need to lay more emphasis on leadership quality and interaction within the workplace to increase employee discipline levels and effectiveness of work.
subject: Articles
  topic: section
subject: Transformational Leadership
  topic: keywords
subject: Interpersonal Communication
  topic: keywords
subject: Work Discipline
  topic: keywords
subject: Employee Performance
  topic: keywords
subject: Motivation
  topic: keywords
creator: Darusman Darusman
creator: Arifuddin Arifuddin
rights: Copyright (c) 2025 Darusman Darusman, Arifuddin https://creativecommons.org/licenses/by/4.0
date: 2025-08-17
publication date: 2025-08-17
starting page: 371
ending page: 379
doi: 10.35870/ijmsit.v5i2.5339

The Influence of Internal and External Factors on Stock Price Fluctuations in Manufacturing Companies
type: item
description: As far as stock prices are concerned, the consideration of both internal and external factors, is very necessary. In this study, we use financial ratios and interest rates as variables to study from 2019 - 2023 the stock prices of manufacturing firms listed on the Indonesia Stock Exchange (IDX). Internal variables investigated here include Return on Assets (ROA), Debt to Equity Ratio (DER) and Earnings Per Share (EPS); while the external variable to be considered is the benchmark interest interest rate. The data used in this study is from the company's own annual reports and internet sources such as Yahoo Finance. A regression model with a Fixed Effect approach took into account both the differences in company characteristics. These analyses shed light on problems such as whether the ROA and EPS affect stock price positive effects at the expense of DER. Instead, we find a significant negative effect on stock prices by benchmark interest rate. The adjusted R² nugget shows that the model is capable of shedding 0.961 units lighter elsewhere in explaining stock price changes. These results are able to help investors and company managers make their market performance related decisions more intelligently by revealing the factors that influence stock price movements.
subject: Articles
  topic: section
subject: Stock Price Fluctuations
  topic: keywords
subject: Internal Factors
  topic: keywords
subject: External Factors
  topic: keywords
subject: Manufacturing Companies
  topic: keywords
subject: Indonesia Stock Exchange
  topic: keywords
creator: Fredy Arios Tiblola
creator: Ferdinant Nuru
creator: Harum Putri Prawitaningrum
rights: Copyright (c) 2025 Fredy Arios Tiblola, Ferdinant Nuru, Harum Putri Prawitaningrum https://creativecommons.org/licenses/by/4.0
date: 2025-08-07
publication date: 2025-08-07
starting page: 347
ending page: 355
doi: 10.35870/ijmsit.v5i2.5213

Cluster of Foreign Tourists Using the K-Means Method Based on Arrival Data at I Gusti Ngurah Rai Airport (2018-2024)
type: item
description: Tourism is a vital sector in the economic development of Bali Province, with the number of international tourist arrivals through I Gusti Ngurah Rai International Airport as the main indicator. According to data from the Central Statistics Agency (BPS), the number of international tourists reached its peak in 2019 with over 16.1 million visits. However, in 2020–2021, there was a drastic decline due to the COVID-19 pandemic. In 2022, the number of international tourist arrivals began to show a significant recovery. In 2023, the number of international tourist arrivals to Indonesia reached 11.68 million, most of whom entered through major airports such as I Gusti Ngurah Rai Airport (Bali). The inaccuracy of the tourist arrival grouping process has had a negative impact on business growth and tourism revenue. This study aims to classify the countries of origin of international tourists based on the number of visits using the K-Means Clustering method, an effective unsupervised data mining algorithm for data segmentation. Data was obtained from the Central Statistics Agency (BPS), covering the number of tourist arrivals and their countries of origin from 2018 to 2024. The analysis process involves determining the optimal number of clusters using the Elbow Method, followed by grouping countries based on visit characteristics. The results of the study indicate that tourist countries of origin can be grouped into three main clusters: high-visit countries (Australia and China), medium-visit countries, and low-visit countries. This study provides strategic insights for the government and tourism industry stakeholders in developing more targeted policies, such as improving transportation infrastructure and implementing more effective marketing strategies to maintain and increase the number of tourist visits to Bali.
subject: Articles
  topic: section
subject: K-Means
  topic: keywords
subject: International Tourists
  topic: keywords
subject: I Gusti Ngurah Rai Airport
  topic: keywords
subject: Data Mining
  topic: keywords
subject: Clustering
  topic: keywords
creator: Fahrur Rozy
creator: Adika Setia Brata
creator: Windy Lestari
creator: Suci Rahmawati
rights: Copyright (c) 2025 Suci Rahmawati, Windy Lestari, Adika Setia Brata https://creativecommons.org/licenses/by/4.0
date: 2025-08-13
publication date: 2025-08-13
starting page: 362
ending page: 370
doi: 10.35870/ijmsit.v5i2.5208

The Application of Visual Communication Design Strategies in User Interface (UI) Experiences on Digital Platforms
type: item
description: Visual design influences an app's user-friendliness in digital applications-this study takes Shopee, Gojek, and Ruangguru MSN with their interfaces as examples Looking through these popular apps 'current visual strategies, it is hoped that readers will come to understand how user engagement quality impacts on other details. To get this insight a Qualitative descriptive approach has been used in which direct observation and interviews were held for ten active users coming from different regions. The result shows well-organized, simple layouts enable users to experience the features more convenient. Gojek received the most enthusiastic response thanks to its clear design and general ease of access to main functions. Shopee, although extremely visually rich, was often felt to be too busy due to a plethora of concurrent promotions and features. Ruangguru, on the other hand, conveyed a relaxed atmosphere helpful to learning activities. But certain parts needed to be improved in order to facilitate accessibility betterThe findings suggest that visual arrangements more in tune with users' daily habits can lead to better experiences for users. The emphasis on being clear and structurally coherent emerges as one of the most egg-packing features in delivering smooth, pleasing user experience.
subject: Articles
  topic: section
subject: Visual design
  topic: keywords
subject: Digital interface
  topic: keywords
subject: User comfort
  topic: keywords
subject: Popular applications
  topic: keywords
subject: Layout structure
  topic: keywords
creator: Marta Eriska
rights: Copyright (c) 2025 Marta Eriska https://creativecommons.org/licenses/by/4.0
date: 2025-08-07
publication date: 2025-08-07
starting page: 339
ending page: 346
doi: 10.35870/ijmsit.v5i2.5182

The Analysis of the Impact of Cloud Computing-Based Human Resource Information System Implementation on HR Management Efficiency in Multinational Companies
type: item
description: This research examines the effectiveness of a cloud computing-based Human Resource Information System on the efficiency of HRM in MNCs. Cloud computing helps streamline, flex and integrate HR data management and mitigates the dependency on local infrastructure, which is expensive and time-consuming. This application also improve access on real-time data improving synchronization among distributed teams. Adopting a quantitative method and causal descriptive research design, this research incorporated 150 participants, representing 10 multinationals ICTs firms that have embraced the use of cloud-based HRIS. The data was obtained by the means of questionnaires and analysed with the help of descriptive statistics and multiple linear regression analysis. The findings suggest that the adoption of cloud-based HRIS has a positive impact on HRM efficiency in terms of cost efficiency, cycle time reduction, data accuracy and user satisfaction. This indicates that this system provides stronger support of HR management capabilities, especially in the case of MTCS operating in more than one country.
subject: Articles
  topic: section
subject: Cloud Computing
  topic: keywords
subject: HRIS
  topic: keywords
subject: HR Management Efficiency
  topic: keywords
subject: Multinational Companies
  topic: keywords
subject: Data Management
  topic: keywords
creator: Irene Hasian
creator: Anto Purwadi
creator: Friska Nurliana Sirait
rights: Copyright (c) 2025 Irene Hasian, Anto Purwadi, Friska Nurliana Sirait https://creativecommons.org/licenses/by/4.0
date: 2025-07-30
publication date: 2025-07-30
starting page: 321
ending page: 329
doi: 10.35870/ijmsit.v5i2.5073