Taking into account students' psychotypes and using their neuropsychological maps when implementing digital educational technologies within the Metaverse by Galiya Ldokova, Svetlana Frumina, Suad Abdalkareem Alwaely

“…The following statistical methods were used to analyze the research results: Student's t-test, ANOVA analysis of variance, and Pearson's correlation coefficient. …”
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Short-term BCI intervention enhances functional brain connectivity associated with motor performance in chronic stroke by Khosrov A. Grigoryan, Karsten Mueller, Matthias Wagner, Diaa Masri, Kerrin J. Pine, Arno Villringer, Bernhard Sehm

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Sound-Based Unsupervised Fault Diagnosis of Industrial Equipment Considering Environmental Noise by Jeong-Geun Lee, Kwang Sik Kim, Jang Hyun Lee

“…Additionally, features were enhanced by applying noise reduction techniques via magnitude spectral subtraction and feature optimization, reflecting the characteristics of rotating equipment. Furthermore, data were augmented using generative adversarial networks to prevent overfitting. …”
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Inter-pregnancy interval and uterine rupture during a trial of labour after one previous caesarean delivery and no previous vaginal births: a retrospective population-based cohort... by Pejman Adily, Travis Bettison, Mark Lauer, Rajit Narayan, Adam Mackie, Hala Phipps, Vincenzo Berghella, Marjan M. Haghighi, Katelyn Perren, George Johnson, Bradley de Vries

“…Methods: In this population-based cohort study, we used data from U.S National Vital Statistics System from 2011 to 2021. …”
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VECTOR ERROR CORRECTION MODEL FOR FORECASTING SHEEP NUMBERS IN BULGARIA by Tsvetana HARIZANOVA–METODIEVA, Hristina HARIZANOVA, Zornica STOYANOVA

“…Sources of information were annual data from the Ministry of agriculture and food, Republic of Bulgaria and the data from the National Statistical Institute. …”
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The Use of Autologous Bone Graft vs Allograft Viable Cell Matrix in Forefoot, Midfoot, and Hindfoot Fusion by John O'Keefe MD, Sarah Hall BA, Chase Gauthier MD, Christopher Toussaint MD, Edward Haupt MD, J. Benjamin Jackson MD, MBA, Tyler Gonzalez MD, MBA

“…Categorical and continuous data were compared using Chi-squared test and analysis of variance (ANOVA), respectively. …”
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Protocol for a hybrid effectiveness-implementation clinical trial evaluating video-assisted electronic consent vs standard consent for patients initiating and continuing haemodialy... by Helen Healy, Ann Bonner, Rebecca B Saunderson, Martin Wolley, Chenlei Kelly Li, Pedro Henrique Franca Gois, Marina Wainstein, Matthew J Damasiewicz, Vera Y Miao, Kirsten Hepburn, Clyson Mutatiri, Bobby Chacko

“…Analysis: For the randomised controlled trial, data will be analysed using intention-to-treat statistical methods. …”
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The influence of patient self-efficacy on value co-creation behavior and outcomes in chronic disease management: a cross-sectional study by Jiamin Tang, Jie Jia, Yuan Gao, Weixiao Yu, ZhengNan Meng, Hailong Zhu, Xianhong Huang

“…This study investigated the impact of chronic disease patients’ self-efficacy and value co-creation behaviors on the outcomes of value co-creation. Methods Relevant data were acquired through a questionnaire survey using statistical methods, such as the t-test, analysis of variance, and stratified linear regression. …”
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Opportunities and Challenges of Cardiovascular Disease Risk Prediction for Primary Prevention Using Machine Learning and Electronic Health Records: A Systematic Review by Tianyi Liu, Andrew J. Krentz, Zhiqiang Huo, Vasa Ćurčin

“…Recent advancements in machine learning (ML) have demonstrated substantial potential in augmenting risk stratification for primary prevention, surpassing conventional statistical models in predictive performance. …”
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Collaborative Integrated Navigation for Unmanned Aerial Vehicle Swarms Under Multiple Uncertainties by Le Zhang, Xiaomeng Cao, Mudan Su, Yeye Sui

“…Building upon this model, an augmented measurement nonlinear least squares positioning method is applied, achieving further improvements in localization accuracy. …”
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Relationship Between Blurred Boundary and Neurological Deficits in Extension-Type Pediatric Supracondylar Humeral Fractures by Takuji Yamamoto, MD, Yoshifumi Ueshin, MD, Hikaru Ogawa, MD, Yasuharu Nakashima, MD, PhD

“…Data collected included age, sex, height, weight, body mass index, fracture type (Wilkins-modified Gartland classification), surgical method, neurological injury status, and recovery period. …”
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Impact of Asset Bubbles on Exercise of Executive Stock Options by Amin Mawani, Saikat Sarkar

“…For a sample of U.S. firms from 1992 to 2021, the study identifies stock price bubble periods using the Generalized Sup Augmented Dickey-Fuller (GSADF) method. A bubble is a statistical measure that detects an ex-post firm-specific stock price exuberance that creates abnormally high variation in stock prices arising from changes in discount rates, R&D and market liquidity. …”
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Optimising AVATAR therapy for people who hear distressing voices: study protocol for the AVATAR2 multi-centre randomised controlled trial by Philippa Garety, Clementine J. Edwards, Thomas Ward, Richard Emsley, Mark Huckvale, Paul McCrone, Mar Rus-Calafell, Miriam Fornells-Ambrojo, Andrew Gumley, Gillian Haddock, Sandra Bucci, Hamish McLeod, Amy Hardy, Emmanuelle Peters, Inez Myin-Germeys, Thomas Craig

“…The primary outcome is the PSYRATS Auditory Hallucinations Distress dimension score at 16 and 28 weeks, conducted by blinded assessors. Statistical analysis will follow the intention-to-treat principle and data will be analysed using linear mixed models. …”
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FINANCING TRENDS OF TRADE AND LOGISTICS SECTOR IN DEVELOPING COUNTRIES: THE CASE OF AZERBAIJAN by Ayaz Museyibov, Ayhan Satiji

“…Applying the mixed-method approach, which entails both qualitative and quantitative research techniques, and taking data ranging from 2010 to 2022 from State Statistical Committee of Azerbaijan, World Bank and other financial reports and documents, the study set out to reveal main financial flows in sectors of overall economy of Azerbaijan. …”
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Impact of environmental taxes, hydroelectricity consumption, economic globalization, and gross domestic product (GDP) on the load capacity factor in the selected European Union (EU... by Funda Kaya, Badsha Mia, Most. Asikha Aktar, Md. Shaddam Hossain, Md Mahedi Hassan, Muhammad Abdur Rahaman, Liton Chandra Voumik

“…The data showed important statistical issues such as slope heterogeneity across panels, CSD, mixed-order unit root structures, and long-run associations between variables. …”
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Evaluation of the Digital Support Tool Gro Health W8Buddy as Part of Tier 3 Weight Management Service: Observational Study by Petra Hanson, Farah Abdelhameed, Mohammed Sahir, Nick Parsons, Arjun Panesar, Michaela de la Fosse, Charlotte Summers, Amit Kaura, Harpal Randeva, Vinod Menon, Thomas M Barber

“…Future studies must provide long-term data to understand if the benefits from the digital tool are sustained.…”
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Evaluation of Visitor Loyalty to Technology-Based Attractions for Sustainable Tourism at Taman Safari Indonesia after COVID-19 by Ratna Sari Hasibuan, Rinekso Soekmadi, Herry Purnomo, Nur Budi Mulyono

“…This study examines how visitors' experiences with technology-driven attractions influence their satisfaction and loyalty to TSI. The SEM-PSL method was used to analyze data using structural equation modeling. …”
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Impact of Urban Waterfront Green Space Landscape Elements on Public Health Behaviors Based on Restorative Perception by Yi WU, Hongfei QIU, Xinyue LUO, Yaping HU

“…Behavioral observations are also employed to document specific instances of public engagement in restorative, physical, and social activities within these sites. Ultimately, data analysis methods, including multiple regression analysis and mediation effect analysis, are applied to explore the interrelationships among landscape elements, restorative perceptions, and health behaviors.ResultsResearch findings are summarized as follows. 1) Natural landscapes significantly enhance the public’s restorative perception, while a high proportion of artificial elements has the opposite effect. …”
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Assessment of the comorbidity index in patients with ischemic heart disease before coronary artery bypass treatment by O. O. Zhurba, A. V. Rudenko, K. V. Rudenko

“…The material for the analysis was anamnestic and diagnostic and treatment data of 3672 electronic medical histories of patients with ischemic heart disease for the period from 2015 to 2021. …”
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Identification and Estimation of Graphical Models with Nonignorable Nonresponse by Lingju Chen, Shaoxin Hong, Bo Tang

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