Immigration-specific stress and 24-hour movement behaviors among international nurses in Japan: a network and time-series network analysis using wearable device data by Xinyi Chang, Xiuzhu Gu

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Examining health-related social needs and their association with stress and mental health among US Veterans using 2022 behavioral risk factor surveillance system (BRFSS) data by Halima Ahmadi-Montecalvo, Zackery White, Yessenia Castillo, Shannon Beattie Lopez, Kelly Sanders, Marguerite Daus

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Data Clustering Using by Chaotic SSPCO Algorithm by OICC Press Authors

“…Clustering is effective as a technique for discerning the structure of and unraveling the complex relationship between massive amounts of data. See-See partridge chickâs optimization (SSPCO) algorithm is a new optimization algorithm that is inspired by the behavior of a type of bird called see-see partridge. …”
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Promising or discouraging? Potentials and reactivity of real-time data collection in monitoring suicide-related thoughts and behaviors over weeks and months.... by Lena Spangenberg, Luise Böhler, Tina-Marie Hoke, Jana Serebriakova, Jannik Eimen, Thomas Forkmann, Maria Strauss, Katarina Stengler, Heide Glaesmer

“…Debriefings on participants’ thoughts and experiences were conducted via telephone interviews after EMA 1 (n = 68) and after EMA 2 (n = 51) using rating scales and open questions. Qualitative and quantitative methods were used to analyze the data. …”
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Dataset on occupant behavior, indoor environment, and energy use before and after dormitory retrofit by Pratik Raj Pandey, Yapan Liu, Nina Wilson, Bing Dong

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The use of restraint was eliminated in psychiatric hospitals 200 Years ago: Why are we still using coercive practices? by Bob Bowen, Bryn Esh, Cadyn McKelvey, Dayonna Simmons, Ellie Beckner, Princess Dweh

“…This methodology of meeting the needs of people affected by mental health concerns utilizing peer supports, robust data analysis and listening to the patient's perspective without using restraint or seclusion spread to other parts of Europe and North America, leading to the emancipation of people from the chains of mental health treatment. …”
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Evaluation and Management of Rail Transit Project On-site Safety Status Based on the Daily Behavioral Data of Construction Workers by YIN Dawei, HAN Xiangyu, ZHU Mei, XIAO Ximeng, HU Wenfa

“…Therefore, digital technology is used to collect the daily behavioral data of construction workers, and based on this, the on-site safety management of rail transit projects is studied. …”
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Uncovering the potential of smartphones for behavior monitoring during migraine follow-up by Marija Stojchevska, Jonas Van Der Donckt, Nicolas Vandenbussche, Mathias De Brouwer, Koen Paemeleire, Femke Ongenae, Sofie Van Hoecke

“…Conclusions This exploratory study shows on the one hand that it is possible to monitor various human behavioral aspects using the smartphone sensors and interaction data only. …”
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Harmonizing measurement tools: examining the concurrent validity of the Daily Activity Behaviors Questionnaire compared to the ActiGraph to assess 24-hour movement behaviors among... by Iris Willems, Vera Verbestel, Dorothea Dumuid, Patrick Calders, Bruno Lapauw, Marieke De Craemer

“…All analyses were compared by four commonly used data processing methods for ActiGraph data (cut-points and data reduction method-specific). …”
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The impact of uses and motivation gratifications on tourist behavioral intention: The mediating role of destination image and tourists' attitudes by The-Bao Luong

“…The Smart-PLS program (version 4.0) was used for data analysis and hypothesis testing. …”
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Portrait of Power Customers′ Electricity Consumption Behavior Considering the Seasonal Characteristics of Load by LIU Hongqi, DU Dandan, GUO Hangyuan, ZHEN Ying, LI Yingchao, SUNWeiqing

“…Firstly, the original load data is cleaned and preprocessed, and the variance filter and feature filter are used for feature screening. …”
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Smoking Behaviors and Health Risk Awareness Among Healthcare Students in Alkharj, Saudi Arabia by Sultan A. Almalki, Inderjit M. Gowdar, Bashar A. Alanazi, Osama A. Alqahtani, Fahad R. Alanazi, Khalid F. Al-Harbi

“…Descriptive statistics and Chi-Square tests were used to identify significant differences among disciplines. …”
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The Impact of Big Data on Online Purchase Behavior: Influencing Factors and Interrelationships in Thailand’s Digital Economy by Yarnaphat Shaengchart, Nalinpat Bhumpenpein, Tanpat Kraiwanit, Pongsakorn Limna, Tanatorn Tanantong

“…This research investigates how big data influences online purchasing behavior and identifies the key factors shaping consumer decisions in Thailand. …”
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From ice cores to dinosaurs: physical collections managers' research data curation perceptions and behaviors. by Bradley Wade Bishop, Jaxx Fox, Sidney Wanda Taylor Gavel, Emily Grace Chapin, Sarah Kansa

“…The purpose of this study is to understand the curation perceptions and behaviors of physical collection managers across domains to inform cross-disciplinary research data management. …”
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Ethical Challenges of Using the Internet of Behavior in the Medical and Healthcare Practice by Zahra Sadeqi-Arani, Esmaeil Mazroui Nasrabadi

“…The Internet of Behavior (IoB) represents an evolution of the Internet of Things (IoT), utilizing behavioral data to enhance decision-making and service delivery. …”
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Leveraging Big Data Analytics for Understanding Consumer Behavior in Digital Marketing: A Systematic Review by Leonidas Theodorakopoulos, Alexandra Theodoropoulou

“…The integration of big data analytics in digital marketing has fundamentally transformed how organizations understand and influence consumer behavior. …”
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Dissemination of drinking water contamination data to consumers: a systematic review of impact on consumer behaviors. by Patricia J Lucas, Christie Cabral, John M Colford

“…One approach hypothesized to increase such positive behaviors is increasing knowledge of the risks of unsafe water through the dissemination of water contamination data. …”
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Predicting main behaviors of beef bulls from accelerometer data: A machine learning framework by Vinicius A. Camargo, Edmond A. Pajor, Sayeh Bayat, Jennifer M. Pearson

“…Therefore, this study aims to describe and evaluate a machine-learning framework to predict the behaviors of beef bulls from raw accelerometer data at low sampling rates. …”
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Detecting phase transitions in collective behavior using manifold's curvature by Kelum Gajamannage, Erik M. Bollt

“…Therein, we firstly utilize a relationship between curvature and singular value ratio of points sampled in a curve, and then extend the assertion into higher-dimensions using the shape operator. Secondly, we attest that the same phase transition can also be approximated by singular value ratios computed locally over the data in a neighborhood on the manifold. …”
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PUE Attack Detection in CWSN Using Collaboration and Learning Behavior by Javier Blesa, Elena Romero, Alba Rozas, Alvaro Araujo, Octavio Nieto-Taladriz

“…A nonparametric CUSUM algorithm, suitable for low resource networks like CWSN, has been used in this work. The algorithm has been tested using a cognitive simulator that brings important results in this area. …”
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