Exploring the potential of palm oil plantation waste for local communities using mixed methods by A. Ilhami, T. Hidayat, Riandi .

“…The findings significantly contribute to promoting sustainable environmental management, providing actionable insights for policymakers and environmental activists.…”
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Informing proactive wildfire management that benefits vulnerable communities and ecological values by L. Mae Lacey, Justin P. Suraci, Caitlin E. Littlefield, Blake S. Busse, Brett G. Dickson

“…Our results highlight the importance of considering ecological and social factors when implementing wildfire mitigation treatments and provide actionable guidance for integrating these considerations into existing prioritizations. …”
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Automatic priority analysis of emergency response systems using internet of things (IoT) and machine learning (ML) by Abu S.M. Mohsin, Shadab H. Choudhury, Munyem Ahammad Muyeed

“…This framework not only improves immediate response capabilities but also aids in strategic planning by providing actionable insights into potential future events. The deployment of such an ERS marks a significant step towards smarter, data-driven emergency management, enhancing safety and preparedness at both community and organizational levels. …”
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PHILOSOPHICAL AND PSYCHOLOGICAL DIMENSIONS OF SOCIAL EXPECTATIONS OF PERSONALITY by V. V. Khmil, I. S. Popovych

“…Psychological dimension of the study has a sufficiently developed content orientation from the psychological content parameters of social expectations to the role of expectations in social institutions and various spheres of human life. Systematic, actionable, self-regulatory, and subjective approaches have constituted a verified system of interpreting the social expectations of personality as a process, a result of the reflection and construction of social reality. …”
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Supply chain performance in the age of Industry 4.0 by Tahsina Khan, Md Mehedi Hasan Emon

“…Practical implications: The study provides actionable insights for manufacturing firms in developing economies on leveraging Industry 4.0 technologies to enhance supply chain performance. …”
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Design and maintenance of medical oxygen concentrators in Sub-Saharan Africa: a systematic review by Nahimiya Husen Ibrahim, James Wallace, Davide Piaggio, Leandro Pecchia

“…This review aims to systematically identify and assess the literature on OC design adaptations, maintenance challenges, and knowledge gaps in SSA, providing actionable recommendations to inform innovative and context-sensitive solutions to improve healthcare delivery in the region. …”
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Smart Cities, Smarter land Use? Unveiling the efficiency gains from China’s digital urban transformation by Zhenyu Zhuo, Jiashuo Ye, Yu Wang, Hao Chen, Bin Liang

“…Furthermore, the study offers actionable policy recommendations. These insights provide valuable guidance for sustainable urban development strategies in developing countries.…”
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Psychological and Behavioral Insights From Social Media Users: Natural Language Processing–Based Quantitative Study on Mental Well-Being by Xingwei Yang, Guang Li

“…ConclusionsThe developed framework offers practical applications, such as accelerating hospital diagnoses, improving prediction accuracy, facilitating timely referrals, and providing actionable insights for early interventions in mental health treatment plans.…”
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Understanding Recruiters’ Acceptance of Artificial Intelligence: Insights from the Technology Acceptance Model by Filomena Almeida, Ana Junça Silva, Sara L. Lopes, Isabel Braz

“…The insights gathered from recruiters’ perspectives provide actionable recommendations for organizations seeking to leverage AI in recruitment processes. …”
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Lightning-induced vulnerability assessment in Bangladesh using machine learning and GIS-based approach by Tanmoy Mazumder, Md. Mustafa Saroar

“…A district-level vulnerability map developed in this study provides actionable insights for geographically/area-based targeted policy interventions to address these interlinked factors driving vulnerability. …”
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Gaining Insight into Operative Performance: Analysis of an Automated 360-Degree Feedback Tool Among Perioperative Staff by Stefanie J. Soelling, MD, MPH, Robert D. Sinyard, MD, Lauren Spigel, MPH, Max Riley, MD, Paul Gregory, PhD, Nick Perdomo, MS, Yves Sonnay, MScPH, Steven Yule, PhD, Steven J. Fishman, MD, Douglas S. Smink, MD, MPH, FACS

“…A 360-degree feedback tool is feasible, and feedback is perceived as valuable and actionable for surgeons and surgeon leaders. The intraoperative focus provided surgeons with specific feedback on how to improve within the operating room to promote efficiency, teamwork, and patient safety.…”
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Cetacean feeding modelling using machine learning: A case study of the Central-Eastern Mediterranean Sea by Carla Cherubini, Giulia Cipriano, Leonardo Saccotelli, Giovanni Dimauro, Giovanni Coppini, Roberto Carlucci, Carmelo Fanizza, Rosalia Maglietta

“…Finally, simulated predictive maps of Risso's dolphin feeding habitats for summer months were realized in the Gulf of Taranto, providing actionable insights for conservation and sustainable management. …”
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Provider Preference, Logistical Challenges, or Vaccine Hesitancy? Analyzing Parental Decision-Making in School Vaccination Programs: A Qualitative Study in Sydney, Australia by Leigh McIndoe, Alexandra Young, Cristyn Davies, Cassandra Vujovich-Dunn, Stephanie Kean, Michelle Dives, Vicky Sheppeard

“…This study provides valuable insights into social determinants of vaccine acceptance and offers actionable strategies for improving vaccine uptake in school-based programs.…”
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Inflamed immune phenotype predicts favorable clinical outcomes of immune checkpoint inhibitor therapy across multiple cancer types by Jeanne Shen, Sergio Pereira, Chan-Young Ock, Yung-Jue Bang, Seulki Kim, Sehhoon Park, Se-Hoon Lee, George A Fisher, Young Kwang Chae, Yoon-La Choi, Jin-Haeng Chung, Tony S K Mok, Leeseul Kim, Jun-Eul Hwang, Gahee Park, Sanghoon Song, Seunghwan Shin, Yoojoo Lim, Wonkyung Jung, Heon Song, Hyojin Kim, Taebum Lee, Sukjun Kim, Chang Ho Ahn, Seokhwi Kim, Ben W Dulken, Stephanie Bogdan, Maggie Huang, Chiyoon Oum, Siraj M. Ali

“…On subgroup analysis, the IIP was generally prognostic of favorable PFS across major patient subgroups, with the exception of the microsatellite unstable/mismatch repair deficient subgroup.Conclusion The AI-based IIP may represent a practical, affordable, clinically actionable, and tumor-agnostic biomarker prognostic of ICI therapy response across diverse tumor types.…”
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A Cross-Sectional Study on the Affordable Care Act from the Perspective of People Living with HIV: The Interplay between Knowledge, Stigma, Trust, and Attitudes by Christopher Kaperak, Sarah Elwood, Tamara Saint-Surin, Christopher Winstead-Derlega, Robert O. Brennan, Rebecca Dillingham, Kathleen A. McManus

“…Lack of internet and stigma are a threat to PLWH gaining actionable healthcare information.…”
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Clinical validation of explainable AI for fetal growth scans through multi-level, cross-institutional prospective end-user evaluation by Zahra Bashir, Manxi Lin, Aasa Feragen, Kamil Mikolaj, Caroline Taksøe-Vester, Anders Nymark Christensen, Morten B. S. Svendsen, Mette Hvilshøj Fabricius, Lisbeth Andreasen, Mads Nielsen, Martin Grønnebæk Tolsgaard

“…Abstract We aimed to develop and evaluate Explainable Artificial Intelligence (XAI) for fetal ultrasound using actionable concepts as feedback to end-users, using a prospective cross-center, multi-level approach. …”
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Life-course socioeconomic status and breast and cervical cancer screening: analysis of the WHO's Study on Global Ageing and Adult Health (SAGE) by Dejana Braithwaite, Tomi Akinyemiju, Kemi Ogunsina, Swati Sakhuja, Valentine Ogbhodo

“…Improving knowledge of the benefits of cancer screening and integrating cancer screening into routine healthcare practice for low SES women are actionable strategies that may significantly improve screening rates in low-income and middle-income countries.…”
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Realist inquiry into Maternity care @ a Distance (ARM@DA): realist review protocol by Andrew Booth, Catrin Evans, Stephen Timmons, Helen Spiby, Mark Clowes, Nia Jones, Kerry Evans, Benash Nazmeen, Candice Sunney, Georgia Clancy

“…Methods and analysis The review will be conducted in four iterative phases, with embedded stakeholder involvement: (1) refining the review focus and generating initial programme theories, (2) exploring and developing the programme theories in light of evidence, (3) testing/refining the programme theories and (4) constructing actionable recommendations. The review will draw on four sources of evidence: (1) published literature (searching nine bibliographic databases), (2) unpublished (grey) literature, including research, audit, evaluation and policy documents (derived from Google Scholar, website searches and e-thesis databases), (3) expertise contributed by service user and health professional stakeholder groups (n=20–35) and (4) key informant interviews (n=12). …”
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Modeling vegetation density with remote sensing, normalized difference vegetation index and biodiversity plants in watershed area by R.Z. Ekaputri, T. Hidayat, H.K. Surtikanti, W. Surakusumah

“…The findings of this study contribute significantly to the Global Journal of Environmental Science and Management’s goals of promoting sustainable environmental management and biodiversity preservation, offering actionable insights for policymakers and conservationists.…”
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Advancing soil-structure interaction (SSI): a comprehensive review of current practices, challenges, and future directions by Imtiyaz Akbar Najar, Raudhah Ahmadi, Akeem Gbenga Amuda, Raghad Mourad, Neveen El Bendary, Idawati Ismail, Nabilah Abu Bakar, Shanshan Tang

“…Additionally, the review discusses recent innovations, including the application of machine learning and advanced computational tools, and their potential to enhance the accuracy and efficiency of SSI analysis. This study offers actionable insights for improving design practices, such as adapting SSI frameworks for structures on soft soils and incorporating dynamic interactions in seismic design codes. …”
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