Abstract:This study examines the linkage between digital literacy, workforce development, and macroeconomic growth in the context of an increasingly digitalized economy. Moving beyond descriptive approaches, it investigates how digital…
igital competencies function as a critical mechanism shaping labor productivity, innovation capacity, and economic performance. Using cross-sectoral data and workforce survey evidence, the study analyzes the extent to which digital skills contribute to workforce adaptability and organizational efficiency. The findings reveal that higher levels of digital literacy significantly enhance workforce development by improving skill alignment, fostering innovation, and increasing competitiveness across industries. At the macro level, these improvements translate into measurable contributions to economic growth through productivity gains and structural transformation. Furthermore, the study underscores the importance of multi-stakeholder collaboration among educational institutions, industry, and government in designing integrated digital literacy programs. Such coordinated efforts are essential to ensure sustainable skill development and long-term economic resilience. This research contributes to the literature by providing an integrated perspective that explicitly links digital literacy to both workforce development and macroeconomic outcomes, offering practical implications for policymakers and stakeholders in shaping inclusive and sustainable growth strategies.
Abstract:In an uncertain economic climate, a large global retailer used AI-powered spend intelligence to move $220 million from indirect operational costs toward high-impact R&D. In a difficult recession, this decisive step boosted…
ed revenue by 11%, demonstrating the transformative impact of effective capital management. This achievement contrasts with "spend blindness," where industry studies show most financial leaders struggle to link expenditure patterns to strategic growth outcomes and resort to reactive cost-cutting. This study addresses this crucial gap. A thorough mixed-methods approach including a global survey of 400 CFOs, longitudinal case studies of ten multinational organizations, and advanced predictive modeling substantiated a new paradigm. Research shows that companies that understand AI-driven spend orchestration develop 7.3% faster than competitors. This premium comes from a 37% improvement in the Growth Efficiency Ratio (GER), a critical statistic for translating savings into innovation, and 5.8 times more strategic investment opportunities than standard financial approaches allow. The Spend Intelligence Quotient (SIQ), a groundbreaking statistic that assesses financial agility through integrated spend monitoring, predictive analytics, and rapid capital reallocation, is key to this advantage. This paper introduces the empirically based Spend Orchestration Framework and the requirements for the 2025 AI Finance Stack to obtain SIQ >80, the empirically proven threshold for sustainable competitive advantage. The message is clear: finance chiefs must go beyond oversight. Today's CFO may use predictive contracting and algorithmic governance to turn spend data into strategic leverage, ensure resilience, and capture disproportionate value in.
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.
Abstract:This study aims to analyze trends, developments, and directions of scientific research related to decentralization and performance evaluation between 2015 and 2025. Using a bibliometric approach and data from the Scopus…
database, this study evaluates scientific publications based on the number of documents, country contributions, institutional affiliations, keywords, and collaborative networks between authors. The analysis shows that the number of publications fluctuates, with a significant spike in 2024. China is the country with the highest contribution to publications, while contributions from Indonesia remain very minimal. In terms of affiliations, Chinese universities dominate scientific production in this field. Network visualization shows that collaboration between researchers remains low and fragmented. The most dominant keywords are decentralization, blockchain, and performance evaluation, which form several research clusters that show links to financial management and public policy topics. These findings indicate the need to increase the involvement of Indonesian researchers and strengthen global collaborative networks on the topic of decentralization and performance evaluation.
Abstract:Human resource development through education is frequently linked to the worldwide problem of poverty reduction. Education is essential in building human resources to improve skills and knowledge to get good job opportunities.…
ities. This article analyses the existing literature on how education can reduce poverty. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement was used as the review methodology, and a systematic review of the Google Scholar database was carried out using Publish or Perish, which identified 99 relevant studies. In this review, education is usually evaluated from two aspects: the quality and the education level. The results of this review confirm the general conclusion that education is an essential tool for poverty reduction. Through education, people acquire knowledge and skills that can be used to get better jobs and ultimately reduce poverty. Some of the recommendations are more development research to improve the quality of education, and education policies must focus on long-term investments to overcome poverty.
Abstract:This study examines the impact of Microfinance Institutions' (MFIs) performance on economic growth in Cambodia, using annual panel data from 62 MFIs for the period 2017–2023. Employing advanced econometric techniques, the…
the findings reveal nuanced relationships between key indicators of MFI performance and GDP growth. Notably, Non-Performing Loans (NPLs) show an unexpected positive relationship with GDP growth, highlighting the Cambodian microfinance sector's resilience in mitigating adverse effects through sustained economic activity. Inflation is also positively associated with GDP growth, suggesting that moderate inflation can drive economic expansion, though careful management is necessary to avoid destabilization. Conversely, the study finds a negative relationship between the number of MFIs and GDP growth, indicating potential inefficiencies from sector oversaturation. Lastly, a positive link between Return on Equity (ROE) and GDP growth underscores the importance of profitability in ensuring financial stability and economic development. The findings emphasize the need for policy measures to manage sector growth, maintain moderate inflation, and enhance MFI profitability for sustainable economic progress in Cambodia.
Keywords: Microfinance Institutions (MFIs); Cambodia; Economic Growth.
Abstract:Micro, Small, and Medium Enterprises (MSMEs) are one of the foundations of the Indonesian economy. Their development is inextricably linked to the evolving trends in sales models. Currently, the use of social media as a…
digital marketing method is crucial in assisting MSMEs in expanding their market and increasing sales turnover. STIE MADANI Balikpapan, through community service activities, is attempting to bridge the need for digital marketing methods and financial record-keeping for MSMEs around Balikpapan through Innovation Development (PI) activities with students. The MSME in this time is located in Karang Jati Village, Balikpapan, namely the Dapoer Malika MSME. Dapoer Malika produces several types of snacks. The PI activity helps this MSME market its products through social media and assists in preparing financial records.
Keywords: MSME, Digital Marketing, Social Media, Bookkeeping
Abstract:The transition into emerging adulthood frequently induces life-direction anxiety, commonly known as a quarter-life crisis, among university students. This correlational quantitative investigation was designed to evaluate…
the correlation between the intensity of the quarter-life crisis (Variable X) and self-esteem (Variable Y) among active students at the State Christian Institute of Kupang (IAKN Kupang). Employing a sample of 30 participants gathered via probability sampling techniques, data collection was conducted utilizing Likert-scale questionnaires and statistically processed using the Pearson Product Moment correlation formula. The empirical analysis demonstrates a significant and highly robust positive correlation between the investigated constructs ($r = 0.769$; $p = 0.000$). This outcome highlights a noteworthy theoretical anomaly, wherein heightened levels of crisis are unexpectedly linked with enhanced self-esteem. This distinct psychological pattern is driven by active internal introspection, a purposeful pursuit of life meaning, and personal identity consolidation amid adversity. Furthermore, the campus culture at IAKN Kupang—characterized by comprehensive spiritual mentoring, robust peer networks, and a nurturing social atmosphere—serves as a constructive emotional buffer. These external dynamics empower students to navigate developmental stress adaptively, demonstrating that rather than diminishing their self-worth, the identity crisis ultimately bolsters their personal resilience.
Abstract:Penelitian ini bertujuan untuk menganalisis pengaruh promosi melalui Live Streaming TikTok dan harga terhadap keputusan pembelian produk lampu Provi di Toko Alink Listrik melalui platform TikTok Shop. Menggunakan pendekatan…
tan Kuantitatif dengan Metode survei secara deskriptif dan verifikatif. Data primer diperoleh melalui penyebaran kuesioner kepada pelanggan Toko Alink Listrik, dengan total sampel sebanyak 96 responden yang ditentukan menggunakan rumus Cochran dan teknik purposive sampling. Instrumen penelitian menggunakan skala Likert untuk mengukur persepsi konsumen terhadap promosi Live Streaming, harga, dan keputusan pembelian. Analisis data dilakukan dengan bantuan SPSS versi 31, meliputi uji validitas, reliabilitas, uji normalitas, multikolinearitas, heteroskedastisitas, analisis regresi linear berganda, uji koefisien determinasi, serta uji t (parsial) dan uji F (simultan). Hasil penelitian menunjukkan bahwa variabel Live Streaming TikTok dan harga memberikan pengaruh sebesar 55% terhadap keputusan pembelian, sedangkan 45% sisanya dipengaruhi oleh faktor lain diluar variabel yang tidak diteliti dalam penelitian ini. Temuan ini memperkuat peran penting strategi pemasaran digital berbasis konten kreatif dan interaktif untuk meningkatkan daya saing UMKM peralatan listrik di era transformasi digital.
Abstract:The Indonesian telecommunication industry is currently experiencing saturation in the Business-to-Consumer (B2C) market segment, prompting PT Telkom Indonesia (Persero) Tbk to aggressively execute business transformation…
by shifting toward a Business-to-Business (B2B) Digital model to maintain relevance amidst increasingly competitive and dynamic global business competition. This shifting phenomenon demands comprehensive internal readiness, particularly regarding resource orchestration and marketing ambidexterity maturity to balance traditional connectivity business with the exploration of high-value digital service innovation. This research employs a quantitative methodology with descriptive and causal approaches to dissect and objectively measure the level of organizational readiness in facing such market disruptions. Primary data collection was conducted with 385 respondents consisting of employees and strategic stakeholders involved in the transformation process at PT Telkom Indonesia using a nonprobability sampling technique with a purposive sampling method. All collected data were subsequently processed and tested using the SmartPLS version 4 analysis tool to ensure accuracy in modeling the complex relationships between the variables. The data analysis techniques utilized include descriptive statistics to provide a general overview of the data and variance-based Structural Equation Modeling (PLS-SEM) to test the significance of relationships between latent variables within the research model. The research findings project that corporate strategy significantly and positively influences business transformation success and B2B Digital model development, while simultaneously providing a strong direct impact on strengthening the company's competitiveness at the global level. The analysis results also indicate that internal transformation effectiveness and the implementation of B2B digital solutions are primary determinants capable of substantially enhancing the company's ability to compete across borders in the digital platform era. Furthermore, the mediating roles of business transformation and B2B Digital model variables have proven to be crucial in reinforcing the link between corporate strategic orientation and the achievement of sustainable international competitive advantage. Overall, this study provides an empirical foundation regarding the importance of precise resource orchestration for Telkom Indonesia to realize its vision as a preferred digital telco capable of winning competition in international markets.