Reporting of oral chemical restraint in the Mental Health Services Monthly Statistics for England by Thomas Cranshaw, Harry Matchette-Downes, Keith Reid

“…Aims and method This study examines more than 5.8 million bed days of data from private and National Health Service care providers who contribute to the Mental Health Services Monthly Statistics in the UK. …”
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IoT and BDA in the Brazilian future logistics 4.0 scenario by Jobel Santos Correa, Mauro Sampaio, Rodrigo de Casto Barros, Wilson de Castro Hilsdorf

“…Abstract Paper aims This paper aims to identify the degree of interest and expected return time on investment in Internet of Things (IoT) and Big Data Analytics (BDA) technologies by Brazilian logistics companies. …”
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Analyzing Research Trends in Smart Construction Safety: A Topic Modeling Approach by Hyun Jeong Seo, Young-Geun Yoon

“…Despite their potential, the practical integration of technologies such as digital twins, the Internet of Things (IoT), and big data into construction safety management systems remains insufficiently explored. …”
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Tourism Development and Air Pollution in Caribbean SIDs: A Bootstrap Panel Granger Causality Analysis by Olugbenga A. Onafowora, Oluwole Owoye

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Robustness and Efficiency Considerations When Testing Process Reliability with a Limit of Detection by Laura S. Bumbulis, Richard J. Cook

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Multisource Heterogeneous Sensor Processing Meets Distribution Networks: Brief Review and Potential Directions by Junliang Wang, Ying Zhang

“…This phenomenon presents dual implications: large-scale datasets offer an enhanced foundation for reliability assessment and dispatch planning in DNs; the dramatic escalation in data volume imposes demands on the computational precision and response speed of traditional evaluation approaches. …”
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Digital Transformation and Innovation: The Influence of Digital Technologies on Turnover from Innovation Activities and Types of Innovation by Anca Antoaneta Vărzaru, Claudiu George Bocean

“…The research question focuses on how digital technologies—such as artificial intelligence, Big Data, cloud computing, industrial and service robots, and the Internet of Things—influence innovation-driven revenues among enterprises within the European Union (EU). …”
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Past, Present, and Future of HNR: Reflections on the Practices and Methods in Historical Network Research Based on a Quantitative Survey by Lea Weiß, Laura von Welczeck, Malte Vogl, Marten Düring, Aleksandra Kaye, Jascha Merijn Schmitz, Raphael Schlattmann, Bernardo Sousa Buarque

“…While various contributions thoughtfully reflect on the potentials and pitfalls of new (computational) methods and their implications for wider epistemological assumptions, the current discussion seems to lack a review of the actual practices and methods in use when doing network-related historical research. …”
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Measurement of Social Stratification and Mobility in Turkey Through Occupations by Caner Özdemir

“…This is mostly due to a lack of available data. In thispaper, it is aimed to investigate the status of social stratification in Turkey, the effects on occupational status and the change in social mobility through the analysis of secondary data. …”
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Attention and Outcomes Across Learning Conditions in L2 Vocabulary Acquisition: Evidence from Eye-Tracking by Yiyang Yang, Hulin Ren

“…This study aims to evaluate the effect of intentional learning conditions (i.e., data-driven learning) on vocabulary learning and attentional allocations. …”
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Transformed L1 Regularization for Sparse Photoacoustic Tomography by Xueyan Liu, Lu Wang, Xin Wang, Ziqi Hao, Xiaolong Hu

“…The reconstruction of PAT images from incomplete and noisy experimental data is an ill-posed problem that requires regularization techniques to ensure meaningful and stable solutions. …”
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Submarine Topography Classification Using ConDenseNet with Label Smoothing Regularization by Jingyan Zhang, Kongwen Zhang, Jiangtao Liu

“…The classification of submarine topography and geomorphology is essential for marine resource exploitation and ocean engineering, with wide-ranging implications in marine geology, disaster assessment, resource exploration, and autonomous underwater navigation. …”
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Digitalisation in Civil Law: Digital Reputation by Salima Sarina, Kultay Adilova, Aigerim Aralbayeva, Elmira Kurmanaliyeva, Galym Teleuyev

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Changes in the landscape of field epidemiology by Ehsan Allah Kalteh, Mohammad Hassan Lotfi, Fatemeh Shakeri Shamsi, Hossein Akhondi

“…This editorial revisits the evolving landscape of field epidemiology, focusing on the increasing reliance on secondary data and the challenges this shift introduces. Subject and method We distinguish Applied Epidemiology from Field Epidemiology, particularly in the Iranian context, and venture into broader implications where necessary. …”
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A scoping review by I Gusti Ayu Tirtayani, I Made Wardana, Putu Yudi Setiawan, I Gst. Ngr. Jaya Agung Widagda K

“…The practical implications for marketers include the importance of ethical practices in data handling, algorithm development, and consumer trust-building. …”
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Dead Sea Stromatolite Reefs: Testing Ground for Remote Sensing Automated Detection of Life Forms and Their Traces in Harsh Environments by Nuphar Gedulter, Amotz Agnon, Noam Levin

“…This study establishes the grounds for the automated detection of a fossilized livable environment in a carbonatic terrain based on its hyperspectral reflectance data. The results have significant implications for future mapping efforts and emphasize the feasibility of automated mapping, extending the data acquisition to airborne or satellite-based hyperspectral remote sensing technologies to detect life forms in extreme environments.…”
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Public Attention Index of Air Pollution Exposure from PM2.5 in Thailand by Pailin Suntigul, Sittidaj Pongkijvorasin

“…This study addresses the data gap by constructing a public attention index for PM2.5, using internet search data from Google Trends, to quantify public awareness and concern regarding PM2.5 exposure. …”
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Public Attention Index of Air Pollution Exposure from PM2.5 in Thailand by Pailin Suntigul, Sittidaj Pongkijvorasin

“…This study addresses the data gap by constructing a public attention index for PM2.5, using internet search data from Google Trends, to quantify public awareness and concern regarding PM2.5 exposure. …”
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The Landscape Catalytic Effect of Urban Waterfronts—A Case Study of the Huangpu River in Shanghai by Yuting Yin, Dongbo Ma, Xiran Xu

“…A multi-method approach driven by multi-sourced big data was used in this study, and the analysis was carried out at two scales: the waterfront area (the catalyst area) and its surroundings of influence (the areas affected by the catalyst area). …”
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Big Epidemiology: The Birth, Life, Death, and Resurgence of Diseases on a Global Timescale by Nicola Luigi Bragazzi, Thorsten Lehr

“…This comprehensive methodology integrates epidemiology, genetics, environmental science, sociology, history, and data science to address contemporary and future public health challenges through a broad historical and societal lens. …”
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