Evaluating the dynamics of fee-free higher education in South Africa: a causal loop diagram approach  [version 3; peer review: 2 approved, 1 not approved] by Grace Kanakana-Katumba, Tlotlo Ramasu

“…Using a causal loop diagram approach (CLD), the study aims to identify key factors to effective implementation, how they interact to shape the outcome of the policy, and actionable strategies to address the challenges hindering the policy sustainability. …”
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Driving sustainable energy transition: Understanding residential rooftop solar photovoltaic adoption in Malaysia through a behavioural analysis by Sook-Theng Lam, Kian-Meng Yap, Keat-Hoe Yeoh

“…Combining quantitative surveys and in-depth interviews, it identifies drivers and obstacles, providing actionable insights for policymakers and stakeholders to accelerate adoption and support Malaysia's decarbonization goals. …”
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Diagnostic Accuracy of Next Generation Sequencing Panel using Circulating Tumor DNA in Patients with Advanced Non-Small Cell Lung Cancer: A Systematic Review and Meta-Analysis by Mariana M. Sebastião, Rodrigo S. Ho, João Paulo V. de Carvalho, Micha Nussbaum

“…**Conclusions:** The analysis has demonstrated that the NGS panel using ctDNA has a high accuracy to identify the six actionable oncogenic driver alterations in patients with aNSCLC. …”
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Ecocultural Perspectives On Mental Well-being and Self-harmony Among Sports Science Students by Peng Song, Shaojie Wang, Bo Jiang, Lunan Zhao

“…By employing mixed-method analyses (SCL-90 and SCL-HA scales), we identify key predictors of psychological well-being and propose actionable strategies for enhancing mental health interventions tailored to this cohort. …”
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A Solution Approach on Reducing Defects in Batik Tanah Liek Production Process of a Small and Medium-sized Enterprise by Agus Sutanto, Nilda Tri Putri, Tessa Alqifti, Sha'ri Mohd Yusof

“…The study employs a systematic approach combining quality management methodologies, including data collection, problem identification, brainstorming, the Failure Mode and Effects Analysis (FMEA) approach, and actionable recommendations. Data was gathered through a questionnaire to capture perspectives on defects and quality control issues in batik production. …”
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The Nexus Between Talent Management Attention and Artificial Intelligence: Evidence from Companies Operating Within the AI Domain

“…These findings underscore the critical interplay between TM practices and market performance, providing actionable insights for navigating the complexities of the rapidly evolving AI industry.…”
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Unlocking Sustainability through Supply Chain Visibility by Md Mehedi Hasan Emon, Tahsina Khan

“…Practical Implications: This study offers actionable insights for manufacturing firms in Bangladesh, emphasizing the strategic adoption of advanced IT infrastructure to bolster supply chain connectivity. …”
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Impact of neighborhood safety on adolescent physical activity in Saudi Arabia: gender and socio-economic perspectives by Abdullah Addas, Abdullah Addas

“…These results contribute to the growing evidence regarding the influence of built environments on youth health and wellbeing in rapidly urbanizing regions. The study offers actionable policy recommendations for urban planners and public health officials to create safer, more inclusive environments that encourage physical activity, especially among female adolescents. …”
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Design and implementation of an intelligent sports management system (ISMS) using wireless sensor networks by ZhiGuo Zhu

“…To ensure smooth data exchange, the integration layer connects the ISMS with third-party services, and the analytics and AI layer leverages machine learning to provide actionable insights on performance and outcomes. In addition, the IoT layer collects real-time data from sensors and wearable devices, which is essential for performance analysis and injury prevention. …”
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Exploring household water conservation behaviors in Saudi Arabia: A structural equation modeling approach by Abdulaziz I. Almulhim, Ismaila Rimi Abubakar

“…This study provides a comprehensive analysis of the socioeconomic, informational, and policy factors influencing household water conservation in Saudi Arabia, offering actionable insights to design targeted, culturally sensitive, and sustainable water conservation strategies in arid regions, thereby contributing to the broader understanding of effective water resource management under challenging climatic and socioeconomic conditions. …”
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A literature review on transformative impacts of blockchain technology on manufacturing management and industrial engineering practices by Dharmendra Hariyani, Poonam Hariyani, Sanjeev Mishra, Milind Kumar Sharma

“…., bridging operational gaps and fostering strategic alignment while providing actionable insights for practitioners to leverage its benefits across diverse industrial applications. …”
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Assessment of Ecosystem Vulnerability in the Tropic of Cancer (Yunnan Section) by Hui Ye, Die Bai, Jinliang Wang, Shucheng Tan, Shiyin Liu

“…By proposing targeted policy recommendations—such as enhancing ecological protection and restoration, optimizing land use planning, and increasing public environmental awareness—this study provides actionable strategies to reduce ecological vulnerability. …”
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INSPIRE Datahub: A Pan-African Integrated Suite of Services For Harmonising Longitudinal Population Health Data Using OHDSI Tools. by Bhattacharjee, Tathagata, Kiwuwa-Muyingo, Sylvia, Kanjala, Chifundo, Maoyi, Molulaqhooa L., Amadi, David, Ochola, Michael, Kadengye, Damazo, Gregory, Arofan, Kiragga, Agnes, Amelia, Taylor, Greenfield, Jay, Slaymaker, Emma, Todd, Jim, INSPIRE Network8

“…low- and middle-income countries (LMIC), hindering the generation of actionable insights to inform policy and decision-making. …”
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Exploring medicine classification and accessibility: a qualitative study by Awangku Khairi Wazien Pengiran Umar, Hui Poh Goh, Zaidah Rizidah Murang, Andi Hermansyah, Inayat Ur Rehman, Khang Wen Goh, Kwan Foong Chee, Long Chiau Ming

“…By drawing from the first-hand experiences of practicing pharmacists, it offers actionable insights that could guide future policy developments, optimise medicine dispensation and regulation, and shape the evolving role of pharmacists in Brunei Darussalam.…”
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Characterization of the genomic landscape in liver oligometastatic NSCLC by Rongxin Liao, Guangming Yi, Lu Shen, Xiao Xiao, Chuan Zeng, Liangzhong Liu, Hongjun Tang, Shunping Huang, Xiaoyue Zhang, Zaicheng Xu, Zhenzhou Yang, Yuan Peng

“…A total of 78.12% patients harbored at least one potentially actionable molecular alteration that may guide further targeted therapy according to the OncoKB evidence. …”
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Recent Developments of Directional Overcurrent Relay Coordination in Ring Distribution Network Based on Hybrid Optimization Techniques by Annas Alamshah, Suzana Pil Ramli, Nurulafiqah Nadzirah Mansor, Muhamad Usama, Hazlie Mokhlis, Hadi Suyono, Rini Nur Hasanah

“…Through this investigation, actionable insights and forward-thinking solutions are proposed to bolster the safety and resilience of modern distribution networks, positioning them to meet the demands of a rapidly transforming energy landscape.…”
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Did selective kinase inhibitors change the management of patients with radioiodine-refractory thyroid cancer? by Tommaso Porcelli, Cristina Luongo, Anna Cerbone, Carmine Di Luccio, Mariantonia Nacchio, Maria Angela De Stefano, Martin Schlumberger, Domenico Salvatore

“…Conclusion: S-TKIs permitted tailoring systemic treatment based on disease location, tumour volume and patient comorbidities, achieving satisfactory tolerance and outcomes in selected patients with an actionable driver mutation and with contraindications to angiogenesis inhibitors or candidates for redifferentiation therapy.…”
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A Deep Learning-Based Approach for the Detection of Various Internet of Things Intrusion Attacks Through Optical Networks by Nouman Imtiaz, Abdul Wahid, Syed Zain Ul Abideen, Mian Muhammad Kamal, Nabila Sehito, Salahuddin Khan, Bal S. Virdee, Lida Kouhalvandi, Mohammad Alibakhshikenari

“…Unlike traditional approaches, XIoT emphasizes interpretability by integrating explainable AI mechanisms, enabling cybersecurity analysts to understand and trust its predictions. By offering actionable insights into the factors driving its decision making, XIoT supports informed responses to cyber threats. …”
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Clinical Oral Health Recommended Care and Oral Health Self-Report, NHANES, 2013-2014 by R. Constance Wiener, Nilanjana Dwibedi, Chan Shen, Patricia A. Findley, Usha Sambamoorthi

“…This is useful information and points to the need for a minimum set of measures that can provide actionable information and capture the need for clinical dental care.…”
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Implementing psychosocial interventions for teachers' mental health: Protocol for integrating scoping review with teachers lived experiences in LMICs. by Kanika Malik, Sadananda Reddy, Yasmine A Shilla, Aditi Khanna, Ranya R Kaurr, Abbey Boban

“…The synthesis of the data will employ narrative and thematic approaches to generate actionable insights for implementing psychosocial interventions in LMICs.…”
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