Bridging the digital divide: analyzing public participation in Indonesia's e-government through the e-participation index by Nurhidayat Nurhidayat, Achmad Nurmandi, Umar Congge

“…In addition, the study offers actionable insights and recommendations for policymakers to improve e-government services by addressing specific regional and cultural barriers.…”
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A Scalable Framework for Sensor Data Ingestion and Real-Time Processing in Cloud Manufacturing by Massimo Pacella, Antonio Papa, Gabriele Papadia, Emiliano Fedeli

“…Additionally, the in-memory data processing of Spark Streaming enables rapid and dynamic data analysis, yielding actionable insights. The experimental results highlight the potential of the framework to enhance operational efficiency, resource utilization, and data security, offering a resilient solution suited to the demands of modern industrial applications. …”
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AI in Marketing Management: Executive Perspectives from Companies

“…Practically, it provides actionable strategies for business leaders to address human-centric and technological barriers, fostering a more efficient and data-driven marketing process. …”
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Addressing Healthcare Access Inequalities in South Africa: Evaluating Legislative and Human Rights Obligations and Proposing Strategies for Improvement by Mlondolozi Mvikweni

“…By highlighting the challenges and proposing actionable strategies, the study provides valuable insights for improving healthcare access and addressing inequalities in South Africa. …”
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EVALUATING LOYALTY IN SOUTH AFRICA’S HOTEL INDUSTRY: THE EFFECT OF SERVICE QUALITY AND BRAND EQUITY by Sharmila Ragunanan, Michael C. Cant, Johannes A. Wiid

“…These findings emphasize the importance of exceptional service experiences, robust brand equity, and understanding cultural nuances in consumer behavior, providing actionable insights for achieving a sustainable competitive advantage in the South African hotel industry. …”
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Demystifying early childhood computational thinking: An umbrella review to upgrade the field by Weipeng Yang, Jiahong Su, Hui Li

“…Concluding remarks discuss research gaps, future prospects, and provide actionable insights for educators and policy makers, calling for the co‐creation of an ecosystem of CT integration across early childhood curricula.…”
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Towards inclusive and sustainable strategies in smart cities: A comparative analysis of Zurich, Oslo, and Copenhagen by Oluwadamilola A. Oyadeyi, Olajide O. Oyadeyi

“…These insights offer actionable guidance for policymakers and urban planners to improve sustainability strategies and ensure long-term benefits.…”
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Are we optimizing medical students’ preparation for clerkship? A content analysis of narrative comments on clinical skills during preclinical training by Linda Bergeron, Patricia Blanchette, Molk Chakroun, Élisabeth Boileau, Isabelle Boulais, Martine Chamberland, Christina St-Onge

“…Pre-clerkship narrative comments could potentially be optimized by increasing emphasis on clinical reasoning, addressing challenges early and providing actionable steps for improvement. …”
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Hard and soft climate-smart investments in aquaculture in Bangladesh: Conditioning factors and decision space by T.S. Amjath-Babu, Peerzadi Rumana Hossain, Sanzida Akhter Anee, Essam Yassin Mohammed, Timothy J. Krupnik

“…This absence of accessible climate information services and the capacity to invest in climate smart equipment that makes the information actionable, hinder the transition to climate smart aquaculture by smallholder farmers and hence threaten their livelihood and nutritional security.…”
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Evaluating Physical Education Quality in Higher Education Using a Picture Fuzzy Decision Framework With Muirhead Mean Operator and MULTIMOORA Method by Rui Xue

“…The practical implications of this work are significant, as it equips stakeholders with actionable insights for curriculum development, resource optimization, and policy-making in physical education. …”
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Analyzing Key Features of Open Source Software Survivability with Random Forest by Sohee Park, Gihwon Kwon

“…By identifying these critical factors and quantifying their impacts, this research offers actionable insights for OSS project managers to enhance project survivability and address key maintenance challenges, ensuring sustainable long-term success.…”
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Advanced Fraud Detection: Leveraging K-SMOTEENN and Stacking Ensemble to Tackle Data Imbalance and Extract Insights by Nurafni Damanik, Chuan-Ming Liu

“…This transparency bolsters stakeholder confidence and provides actionable insights for financial institutions. Overall, the proposed approach marks a notable step in protecting financial transactions from fraud.…”
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Transformasi Layanan Pendidikan di MTs Swasta Batang Barat: Peran Komunikasi, Kompetensi, dan Etos Kerja Guru by Arif Slamet Saputro, Nurkholis Nurkholis, Ghufron Abdullah

“…Research Implications – These findings underscore the importance of enhancing teacher training and development programs focused on communication, competence, and work ethic, as these are fundamental to achieving high-quality educational services. The study offers actionable insights for educational administrators and policymakers in formulating strategies and policies to enhance teacher performance, ultimately fostering an improved educational environment aligned with community standards. …”
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“Suicide’s very abstract”: A qualitative analysis of risk assessment training recommendations from family physicians by Mark A. Dixon, Kathleen A. McNamara, David A. Moss

“…This paper offers clear and actionable recommendations for family medicine residency programs to advance the suicide prevention agenda. …”
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Prioritization of Preventive Measures: A Multi-Criteria Approach to Risk Mitigation in Road Infrastructure Projects by Aleksandar Senić, Marija Ivanović, Momčilo Dobrodolac, Zoran Stojadinović

“…By integrating expert judgment, systematic evaluation, and advanced analytical methods, this study delivers actionable insights and establishes a reliable methodology for enhancing the effectiveness of risk mitigation in road infrastructure projects.…”
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Pancasila in the Context of Indonesian Legal Reform: A Critical Evaluation and International Debate by Elfrida Herawati Siregar, Cahyo Budi Utomo, Muh Sholeh

“…This study contributes to the broader discourse by proposing actionable recommendations for harmonizing Pancasila with international legal developments while safeguarding Indonesia’s ideological integrity. …”
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Design and Prototyping of an Automatic Bee Hive Monitoring System for Sustainable Beekeeping in Kanungu District. by Medi, Gerald

“…The integration of GSM technology empowers beekeepers with actionable insights, fostering resilience against climate variability and contributing to long-term environmental stewardship. …”
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Analyzing the impact of social media sentiments on government response during natural disasters in Pakistan by Fazal Tariq, Muhammad Tufail, Taj Rehman

“…The sentiments are transformed into actionable insights using the Enhanced Hybrid Dark Social Analytical Framework (EHDSAF) technique across different areas. …”
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Research on the matching relationship of municipal solid waste management and alternative fuel in Indonesia's cement industry by Wiharja, Suherman, Syafrudin, Muhammad Abdul Kholiq, Reba Anindyajati Pratama, Muhammad Haqqiyuddin Robbani, Feddy Suryanto

“…This study provides actionable insights to guide policy formulation, foster industry investment, and facilitate the implementation of RDF-based energy solutions. …”
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Leveraging machine learning and rule extraction for enhanced transparency in emergency department length of stay prediction by Waqar A. Sulaiman, Charithea Stylianides, Andria Nikolaou, Andria Nikolaou, Zinonas Antoniou, Ioannis Constantinou, Lakis Palazis, Anna Vavlitou, Theodoros Kyprianou, Theodoros Kyprianou, Efthyvoulos Kyriacou, Antonis Kakas, Antonis Kakas, Marios S. Pattichis, Andreas S. Panayides, Constantinos S. Pattichis, Constantinos S. Pattichis

“…By combining predictive analytics with interpretable rule-based methods, this research provides actionable insights for optimizing patient flow and resource allocation. …”
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