Data-driven ethical guidelines for digitized mental health services: principal components analysis by Chinmay Bapat, Snehal Jog

“…Principal components analysis on practitioners/trainees’ data found two meaningful components. …”
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OPEN DATA: ANALYSIS OF TRENDS by D. A. Kachan

“…The economic and sociocultural effect of the dissemination of state data in an open format is considered. In conclusion, the most topical issues of open data are formulated, which will determine the effectiveness of the development of information technology in the near future.…”
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Data-Driven Analysis of Causes and Risk Assessment of Marine Container Losses: Development of a Predictive Model Using Machine Learning and Statistical Approaches by Myung-Su Yi, Byung-Keun Lee, Joo-Shin Park

“…This study presents a comprehensive, data-driven analysis of the causes and risks associated with container loss during maritime transport, utilizing incident data from 2011 to 2023. …”
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Evaluation of indicators for higher education: development of tools by Rubia Cristina Wegner, Antonio José Alves Junior, Marcelo Pereira Fernandes

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Analysis of international practice in the development and implementation of public administration digital platforms by A. I. Denisova, O. M. Pisareva, S. A. Suyazova

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Application of Non-Parametric and Forecasting Models for the Sustainable Development of Energy Resources in Brazil by Gabriela Mayumi Saiki, André Luiz Marques Serrano, Gabriel Arquelau Pimenta Rodrigues, Guilherme Dantas Bispo, Vinícius Pereira Gonçalves, Clóvis Neumann, Robson de Oliveira Albuquerque, Carlos Alberto Schuch Bork

“…These tools are crucial in shaping the national policymakers’ strategies and planning decisions. This study utilizes data envelopment analysis (DEA) and bootstrap computational methods to evaluate Brazil’s energy efficiency from 2004 to 2023. …”
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Mediating effect of pubertal stages on the family environment and neurodevelopment: An open-data replication and multiverse analysis of an ABCD Study® by Michael I. Demidenko, Dominic P. Kelly, Felicia A. Hardi, Ka I. Ip, Sujin Lee, Hannah Becker, Sunghyun Hong, Sandra Thijssen, Monica Luciana, Daniel P. Keating

“…Across the multiverse analyses, there was a degree of variability in beta estimates across the environmental variables, and lack of consensus between parent reported and child reported pubertal development for the indirect effects. This study demonstrates the challenge in defining which effects replicate, the nuance across environmental variables in the ABCD data, and the lack of consensus across parent and child reported puberty scales in youth.…”
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Smart life and sustainable development: a comparative analysis on energy and water efficiency in China and the EU by Ina VIRTOSU, Chen LI

“… Smart life relies on huge volumes of data analysis, which makes data centers become important infrastructure in smart city areas. …”
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Study on the changes and influencing factors of depression in Chinese women with cancer: an analysis based on CHARLS panel data by Na Wang, Mengran Chang, Shidong Liu, Bing Chen

“…However, previous studies have largely focused on teenage girls, perimenopausal women, or women during pregnancy and the postpartum period, neglecting the adverse effects of major diseases, which is detrimental to enhancing the psychological well-being of women with cancer.ObjectiveBased on cancer impacts, this study aims to clarify the depressive state, development trends, and influencing factors in Chinese women with cancer, a group particularly susceptible to depression, to provide decision-making references for improving their psychological well-being.MethodsUsing follow-up panel data from five waves of China Health and Retirement Longitudinal Study (CHARLS), Chinese women with cancer who had complete observed values were selected as research subjects. …”
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A set of multidimensional indicators to assess the resilience and attractiveness of Italian provinces and municipalities (2010–2022 panel data)Zenodo by Elsa Amaddeo, Marika Arena, Angela Stefania Bergantino, Giovanni Bonaccorsi, Alessandro Buongiorno, Antonello Clemente, Andrea Flori, Mario Intini, Francesco Scotti, Valeria Maria Urbano, Michele Vitagliano

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A trade-off analysis of deforestation and economic growth in East Africa by Mohamed Mwanga

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Spatio-temporal variability analysis for climatic factors in urban districts with statistical trend line data estimates for sustainable development by Saloni Mangal, Renu Dhupper, Maya Kumari, Vipan Kumar Verma, Deepak Kumar

“…This study examines the spatio-temporal variability of climatic factors in urban districts, utilizing statistical trend line data to estimate changes over time. The research analysis of temperature, precipitation, and other key climate indicators identifies patterns and trends crucial for sustainable urban development. …”
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Maternal and paternal employment in agriculture and early childhood development: A cross-sectional analysis of Demographic and Health Survey data. by Lilia Bliznashka, Joshua Jeong, Lindsay M Jaacks

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Adoption or Placement in Foster Care and Catch-Up in Linear Growth and Development: A Meta-Analysis of Individual Participant Data by Jef L Leroy, Edward A Frongillo, Moira Angel

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Promoting the development and approval of new traditional Chinese medicines in China: a pooled analysis of data from 2013 to 2024 by Xiaohong Long, Jie Zhang, Li Yang

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EXAMINING THE INFLUENCE OF LABOR FORCE PARTICIPATION AND ISLAMIC HUMAN DEVELOPMENT INDEX ON POVERTY: A PANEL DATA REGRESSION ANALYSIS by Nabilah Nurjihan, Faizi Faizi

“…The population of interest consists of the six administrative regions in DKI Jakarta for the specified period, and a saturated sampling technique is employed. Panel data regression analysis techniques are utilized to test the secondary data obtained from the Central Bureau of Statistics. …”
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Efficiency Assessment of Transit-Oriented Development by Data Envelopment Analysis: Case Study on the Den-en Toshi Line in Japan by Jing Guo, Fumihiko Nakamura, Qiang Li, Yuan Zhou

“…This study aims to assess the efficiency of TOD by applying the data envelopment analysis (DEA) method. The ridership of public transportation is considered as the direct output characteristic of TOD efficiency, and nine indicators of ridership are selected as inputs on the basis of the core concepts of TOD. …”
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Energy landscape analysis of health checkup data clarified multiple pathways to diabetes development in obese and non-obese subjects by Ryo Ito, Makito Oku, Iwao Kimura, Iwao Kimura, Takayuki Haruki, Takayuki Haruki, Masataka Shikata, Tsuyoshi Teramoto, Daisuke Chujo, Minoru Iwata, Minoru Iwata, Shiho Fujisaka, Yoshiki Nagata, Takashi Yamagami, Makoto Kadowaki, Kazuyuki Tobe, Shigeru Saito, Keiichi Ueda, Keiichi Ueda

“…AimsTo clarify the pathways from a healthy state to the diabetes onset via pre-disease states, we applied energy landscape analysis (ELA) to Specific Health Checkup data in Japan.MethodsThis retrospective and observational cohort study analyzed data from 4,928 males aged 56.0 ± 3.2 years, including 242 individuals with diabetes, over a period of 5.26 ± 3.21 years. …”
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Identification of interlayer and connectivity analysis based on machine learning and production data: A case study from M oilfield by Xiaoshuai Wu, Yuanliang Zhao, Jianpeng Zhao, Shichen Shuai, Bing Yu, Junqing Rong, Hui Chen

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Analysis of financial disparities in municipalities of the department of Cesar, Colombia: a longitudinal study (2019–2023) by Genjis Alberto Ossa González

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