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Showing 696 articles found for "Technology"

Analysis of Human Resource Planning in Facing Challenges in The Digital Era at State Vocational School 2 Gunungsitoli, Gunungsitoli City

Mendrofa, Jepi Masa, Zega, Yamolala, Gulo, Heniwati, Waruwu, Robin Markus Putra
Abstract: This study aims to analyze human resource (HR) management planning, identify obstacles, and formulate efforts to support the digitalization of school management. The study used a qualitative descriptive approach with in-depth… depth interviews, observation, and documentation techniques with the principal, vice principal, teachers, and administrative staff. The results showed that HR planning at SMK Negeri 2 Gunungsitoli was carried out through three main steps: (1) needs analysis and preparation of technology-based teacher formation, (2) competency mapping and identification of information and communication technology (ICT) training needs, and (3) empowerment of teachers and staff through workshops, mentoring, and discussion forums. Obstacles faced included limited digital literacy among teachers and staff, unequal network access, and resistance to changes in technology-based learning methods. Efforts made by the school included providing digital literacy training, optimizing available devices and networks, utilizing offline learning applications, and creating a work culture that is adaptive to innovation. This study concluded that targeted HR planning, infrastructure support, and continuous competency development are important factors in realizing effective digital transformation in schools. These findings are expected to be useful for SMK Negeri 2 Gunungsitoli, other educational institutions, and further researchers in developing digitalization strategies for school management.

Analysis of The Use of Facebook Digital Promotion Media To Increase Sales of UD Tahu Murni Products in Gunungsitoli City

Lase, Petrus, Harefa, Idarni, Mendrofa, Yupiter, Laia, Otanius
Abstract: This study aims to determine how social media is utilized Facebookas a digital promotional tool at UD. Tahu Murni in Gunungsitoli City, and to identify factors that hinder the effectiveness of such promotions in increasing… ng sales. The background of this study is the increasingly rapid development of information technology that encourages micro, small, and medium enterprises (MSMEs) to utilize digital media as a more efficient promotional strategy and reach a wider market. The research method used is a qualitative approach with data collection techniques through observation, in-depth interviews, and documentation. The research informants consisted of business owners and several consumers. The data obtained were analyzed using thematic analysis methods. The results of the study indicate that the use of Facebook as a promotional medium by UD. Tahu Murni has not been optimally implemented. The promotional content uploaded is still simple, inconsistent, and has not utilized strategic features such as paid advertising (Facebook Ads), customer interaction, and social media analytics. The main inhibiting factors in optimizing promotions through Facebook are the business owner's limited digital knowledge, limited time, and the lack of a workforce focused on digital marketing. This study recommends that business actors improve their understanding and skills in social media management, utilize digital promotional features optimally, and develop attractive and consistent content strategies to reach more consumers.

Beyond The Hype: a Real World Evaluation of Blockchain's Role in Democratizing Agri Food Systems

Dzreke, Simon Suwanzy
Abstract: Blockchain technology is touted for democratizing supply chains, but 30–40% of smallholder farmers are excluded from fair market participation due to information gaps and power imbalances. The first complete empirical examination… examination of blockchain's capacity to empower disadvantaged farmers in Global South agri-food systems. The paper examines 15 large-scale implementations, including Kenyan coffee cooperatives and Indian dairy collectives, using a rigorous mixed-methods methodology. Technical scalability in resource-limited situations, governance structures that promote meaningful multi-stakeholder engagement, and quantifiable inclusion results for small-scale farmers are thoroughly examined. Comparative case study, agent-based adoption modeling, and quasi-experimental effect evaluation by Propensity Score matching reveal that blockchain's potential is not automatic nor inherent in eight nations. Techno-institutional synergy, not technological complexity, improves democracy, the research shows. Hybrid governance systems with farmer-controlled validator nodes and tokenized decision-making rights enhanced smallholder involvement by 58% and premium retention by 78% over corporate-controlled systems. However, technologically sophisticated deployments without institutional expertise frequently increase power concentration and exclusion. The blockchain viability index helps identify optimal deployment conditions for different commodities, empirical evidence challenges the idea that decentralization automatically promotes inclusion, and the inclusion-by-design framework helps policymakers embed equitable principles into decentralized agri-tech from the start. This study shows food system digitization practitioners and scholars that genuine democratization occurs when technology drives institutional transformation.

Bridging The Digital-Physical Divide: Transfer Learning For Unified Threat Correlation in Converged IT/OT/IOT Ecosystems

Dzreke, Simon Suwanzy
Abstract: The increased integration of operational technology (OT), Internet of Things (IoT), and business IT systems has allowed sophisticated attackers to circumvent isolated security features and launch cross-platform assaults.… Current fragmented techniques, with discrete detectors monitoring Modbus, Kubernetes, MQTT, or other domain-specific protocols, cannot handle cross-system risks. These methodologies overlook 68% of multi-vector marketing that uses both physical and digital channels. This study introduces a transfer learning architecture to integrate detection capabilities by correlating threats across protocols, devices, and settings. The architecture generates a unified feature space that extracts behavioral semantics from industrial control system logs, cloud telemetry, network traffic, and device-level signals to produce protocol-agnostic threat representations. Adversarial domain adaptation and semantic graph embeddings enable cross-domain knowledge transfer with minimum retraining. Security teams may now discover kill chains like infected cloud containers preceding illegal PLC command execution every 23 minutes. Validated against real-world attack datasets from water treatment facilities (OT) and cloud infrastructure (IT), the system achieved 93.4% cross-platform attack recall, a 41.3 percentage point improvement over prior methodologies. It reduced OT data labeling by 89% and false positives by 93.5%. This paradigm shift transforms threat correlation from a reactive, domain-specific process to adaptive intelligence, boosting resilience for critical infrastructure, industrial ecosystems, and smart environments facing cyber-physical hazards. The framework's practical validation in energy, industry, and vital infrastructure shows its importance in protecting an increasingly linked world.

The Role of Online Reviews as a Mediator in The Decision to Purchase Fashion Products at Shopee

Utami, Rizki Amalia, Soetjipto, Budi Eko, Wardana, Ludi Wishnu
Abstract: The development of digital technology has transformed consumer consumption patterns, particularly in the fashion industry, which is increasingly dominated by e-commerce platforms. Shopee, as one of the largest marketplaces… es in Southeast Asia, has become a primary choice for consumers when shopping for fashion products. One factor influencing consumer purchasing decisions is the availability of online reviews on the platform. This study aims to analyze the role of online reviews as a mediating variable in fashion product purchasing decisions on Shopee. Online reviews serve as a source of information that helps consumers evaluate product quality, seller reputation, and the level of satisfaction of previous users. The research method used was a quantitative approach, distributing questionnaires to Shopee consumers who had previously purchased fashion products. The collected data was then analyzed using a path analysis model to examine the direct and indirect relationships between factors influencing purchasing decisions. The results show that online reviews play a significant role as a mediator in the decision-making process. Consumers tend to trust other users' real-life experiences more than solely the seller's product description. Positive reviews increase consumer interest and confidence in a product, while negative reviews can delay or even cancel a purchase decision. These findings confirm that the presence of online reviews is not only a supporting factor but also serves as a bridge, mediating the relationship between consumer perceptions of a product and the final purchase decision. The implication of this research is that sellers on Shopee need to pay attention to product and service quality to generate positive reviews, thereby increasing purchase conversion rates.

The Pattern of Financial Management and Challenges Faced by Digital Startups in Indonesia: an Accounting and Financial Technology Perspective

Halim, Ade Imam Muttaqien, Muhammad, A Fadel, Nitswat, Nurhaliza, Ardi, Nur Astiana Hidayat
Abstract: This research aims to explore the financial management patterns applied by digital startups in Indonesia, along with the challenges and solutions faced by their founders in managing their finances. The study uses a qualitative… tative approach with case studies to gather data through in-depth interviews, observations, and analysis of financial documents from digital startups operating in Indonesia. The findings reveal that ineffective cash flow management, dependence on external funding, and a lack of strategic financial management understanding are some of the primary challenges faced by these startups. The study emphasizes the importance of adopting efficient financial practices, including utilizing financial technology to improve cash flow management and reduce dependency on external capital. Additionally, it underscores the need for startup founders to build a competent finance team to ensure sustainable growth. This research contributes to the understanding of financial management in the context of digital startups in Indonesia and provides insights on overcoming financial challenges to strengthen the startup ecosystem

Evolution of Technology Management in Human Resource Development: a Qualitative Perspective on Start-Up Companies

Sukiman, Pering, I Gede Arya, Muhammad, A Fadel, Razak, Annisa Zhalila, Rostini
Abstract: This study investigates the role of technology management in human resource management (HRM) within start-up companies in Indonesia. Focusing on start-ups that have been operating for at least three years and employ a minimum… nimum of 20 personnel, the research utilizes a qualitative descriptive approach. Primary data was collected through in-depth interviews with HR managers, company executives, and employees, while secondary data was sourced from company documents and participatory observation. The findings show that the adoption of technology, particularly Human Resource Management Systems (HRMS) and Learning Management Systems (LMS), has improved HR processes, including recruitment, training, and performance management. However, challenges remain, such as digital literacy issues, cost constraints, and the misalignment of technology with organizational culture. While technology enhances operational efficiency, it cannot replace essential face-to-face interactions that contribute to a strong organizational culture. The study suggests that start-ups must customize technology solutions to better align with their specific needs and culture. This research provides valuable insights into the integration of technology in HRM and offers recommendations for overcoming the challenges start-ups face in leveraging technology effectively

Mapping Multi-Sensory Brand Experiences and Their Impact on Customer Satisfaction: A Bibliometric and Systematic Literature Review on Scopus

Silmi, Kevin Ghulaman, Budi Eko, Budi Eko Soetjipto, Ludi Wishnu, Ludi Wishnu Wardhana
Abstract: Multi-sensory brand experience has emerged as a crucial factor in modern marketing, significantly influencing customer satisfaction, brand perception, and loyalty. Despite its increasing importance, research in this area… remains fragmented, with theoretical integration and empirical validation gaps. This study employs a Systematic Literature Review (SLR) and bibliometric analysis using the Scopus database to map the evolution of research on multi-sensory brand experiences and their impact on customer satisfaction. From an initial dataset of 203 documents, a rigorous selection process resulted in 41 relevant articles for in-depth analysis. Using VOS viewer, the study visualizes research networks, inter-topic relationships, and emerging trends, revealing a 47% increase in publication volume from 2012 to 2024. Findings indicate that customer satisfaction, consumer behaviour, and sales are dominant themes, with sentiment analysis and digital technology (AI, AR) gaining traction in recent years. However, significant gaps remain, particularly in experimental studies quantifying the long-term impact of multi-sensory experiences on customer loyalty and cross-industry comparisons of multi-sensory branding effectiveness. The novelty of this study lies in its combined bibliometric and systematic approach, which identifies critical research trends, theoretical gaps, and emerging digital strategies in multi-sensory marketing. This study contributes to the academic discourse by comprehensively synthesizing research trends and proposing future research directions in technology-driven branding strategies and consumer engagement.

Mapping the Research Landscape of Green Marketing, Brand Trust, and Purchase Decision: A Bibliometric Analysis and Systematic Review on Database Scopus

Purwanitasari, Lili, Soetjipto, Budi Eko, Wardhana, Ludi Wishnu
Abstract: This study aims to map the research landscape on green marketing, brand trust, and purchase decisions using a bibliometric approach and systematic review using the Scopus database. This study identifies research trends,… scholarly contributions, and gaps in the literature. Using VOSviewer software, this study processed data from 61 articles published between 2019-2024. The analysis results show that most articles with the theme of green marketing brand trust and purchase decision were published in 2023 (14 documents), while the most published journal was the Journal of Retailing and Consumer Services. The most journal affiliations are from Harbin Institute of Technology (3 documents), the most journals published from Indonesia are 18 documents, the most subjects are Business, Management, and Accounting areas with a percentage of 46.2%, keywords related to themes include purchase intention, product quality, consumer behavior, marketing, brand image, sales, green brand trust, e-commerce.

Family Financial Revolution Through Digital Finance in The Lower Middle-Class Community

Damis, Sariana, AR, Andi, Sofian, Sofian
Abstract: Digital technology has great potential to revolutionize family finance, especially in rural areas such as Watang Kassa Village, Batulappa District, Pinrang Regency. Digital finance provides solutions for families that previously… eviously relied on manual financial record-keeping and traditional financial information systems. With digital technology, people can record and monitor their family finances through digital financial platforms, making family financial management more efficient. Research Objectives: (1) To analyze the level of digital financial literacy among low-income communities and identify the factors influencing it. (2) To evaluate the role of digital financial platforms in helping low-income families manage their finances effectively. (3) To identify the challenges faced by low-income communities in accessing and utilizing digital financial services. (4) To assess the impact of using digital financial technology on family financial management and the well-being of low-income communities. This study employs a Participatory Action Research (PAR) approach. Participatory Action Research is a research method that involves the active participation of the community or group being studied throughout the research process, from planning, implementation, and reflection to corrective actions. The research findings indicate that the community lacks sufficient education regarding financial literacy in the use of digital tools for managing family finances. This lack of education poses a significant challenge in adopting digital finance for financial management among low-income communities. However, with the financial revolution, low-income communities have begun to understand the use of digitalization in managing family finances.