The Influence of Data Strategy on Competitive Advantage and Company Performance (Empirical Study on Engineering, Procurement, and Construction Companies) by Elvi Andry, Anto Pracoyo, Batara Maju Simatupang, Fermico Karambut

“…Practically, the implications of the results of this research can help EPC companies in designing data policies or strategies and using them as a competitive advantage. …”
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Risk of bias in routine mental health outcome data: the case of Health of the Nation Outcome Scales by Apostolos Tsiachristas, Ryan Williams, Edward Penington

“…Without approaches to correct for substantial gaps in routine outcome data, evaluations based on these may be systematically biased, limiting their usefulness for service-level decision-making.Clinical implications Routine outcome collection must increase significantly to successfully implement proposed strategies for outcome assessment in community mental healthcare without inconsistent records undermining the use of resulting data.…”
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From data to information: a meta-legal framework to political-juridical analysis of digital transformation by Ana Cristina Aguilar Viana

“…It highlights the importance of recognizing data as a relational and socio-technical value, with implications for both public and private actors.…”
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A method to simulate multivariate outliers with known mahalanobis distances for normal and non-normal data by Oscar L. Olvera Astivia

“…Nevertheless, when researchers aim to simulate individual data points with population-level Mahalanobis distances, the number of available procedures is very limited. …”
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A dynamical systems analysis of criminal behavior using national longitudinal survey of youth data. by David McMillon, Jeffrey Morenoff, Carl Simon, Erin Lane

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Leveraging Generative Text Models and Natural Language Processing to Perform Traditional Thematic Data Analysis by Isil Anakok, Andrew Katz, Kai Jun Chew, Holly Matusovich

“…We start with processes involved in data analysis and translate those into analogous steps in a workflow that uses NLP and GAI. …”
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Video surveillance legislation in the EU and Slovenia: privacy rights, security needs, and data protection challenges by Benjamin Lesjak, Mateja Savić

“…The paper shares the idea that harmonizing legislation across the EU helps ensure the balance between security and privacy rights, with significant practical implications in the creation of standardized policies and guidelines for the operation of video surveillance systems regarding European Data Protection Board opinions. …”
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Impact of Big Data Products on the Entrepreneurial Performance of E-Commerce Farmers: Evidence from China by Yiwu Zeng, Lili Li, Baogang Li, Huanxin Gong, Guojun Zhang

“…The findings have important implications for how to promote entrepreneurial growth of e-commerce farmers and big data applications in rural areas.…”
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Pion transverse charge density from e+e− annihilation data and logarithmic dispersion relations by Enrique Ruiz Arriola, Pablo Sanchez-Puertas, Christian Weiss

“…The transverse charge density of the pion is extracted from a dispersive analysis of the e+e−→π+π− exclusive annihilation data. A logarithmic dispersion relation is used to compute the unknown phase of the timelike pion form factor from the modulus obtained from the annihilation cross section. …”
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Large Language Models for Automated Grading and Synthetic Data Generation in Communication-Based Training Assessment by Joseph Salisbury, David Huberdeau

“…Our results suggest that LLMs can serve as effective tools for both grading and data generation, enabling scalable solutions for improving performance in high-stakes domains. …”
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Religions grow in tighter (vs. looser) cultures: Two studies of inter & intra-country data by Senay Ibrahim

“…In Study 1, mixed-effects analyses of moderated mediation conducted on online data collected from 111 countries (N = 4,270) showed that personality factors could predict religious affiliations growing faster in tighter (vs. looser) countries between the years 2000 and 2015. …”
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Impact of macro factors on country-level entrepreneurship: evidence from an empirical panel data study by Thanh Lan Mai, Van Trang Tran, Thanh Tu Phan, Khac Nghia Nguyen, Quyen Thi Tu Nguyen

“…Grounded in the Resource-Based View (RBV) and Transaction Cost Economics (TCE), this study examines the influence of 10 macro factors on entrepreneurship. Using panel data from the Global Entrepreneurship Monitor and the World Bank (2003–2019), covering 605 observations across 70 countries, the analysis employs a dynamic system GMM model. …”
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Same‐sex partnerships in birds: a review of the current literature and a call for more data by Natasha Gillies, Katrina Siddiqi-Davies

“…By reframing these behaviours as potentially adaptive rather than anomalous, we aim to advance understanding of their evolutionary persistence and encourage more systematic research into their occurrence and implications.…”
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The impact of the outsourcing ban in Mexico on labor market outcomes. An analysis using worker level data by Fernando Moreno-Contreras, Edwin van Gameren

“…These findings shed light on the complex dynamics of labor policy reform in Mexico and have significant implications for the country’s labor landscape.…”
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Landslide spatial prediction using data-driven based statistical and hybrid computational intelligence algorithms by Xia Zhao, Wei Chen, Paraskevas Tsangaratos, Ioanna Ilia, Qingfeng He

“…This study evaluated landslide susceptibility in Xiaojin County with high terrain heterogeneity by comparing three data-driven models - WoE, optimized RF, and RBFNetworks. …”
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An Anomaly Detection Method for Multivariate Time Series Data Based on Variational Autoencoders and Association Discrepancy by Haodong Wang, Huaxiong Zhang

“…Driven by rapid advancements in big data and Internet of Things (IoT) technologies, time series data are now extensively utilized across diverse industrial sectors. …”
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Prevalence and risk factors of hypertensive retinopathy in South Korea based on national health survey data by Si-Hoon Park, Dongjin Nam, Joon Yul Choi, Tae Keun Yoo

“…Abstract This study investigated the prevalence and risk factors of moderate to severe hypertensive retinopathy among non-diabetic South Korean adults using data from the Korea National Health and Nutrition Examination Survey (KNHANES) 2008–2011. …”
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Are Treatment Services Ready for the Use of Big Data Analytics and AI in Managing Opioid Use Disorder? by Matthew Amer, Rosalind Gittins, Antonio Martinez Millana, Florian Scheibein, Marica Ferri, Babak Tofighi, Frank Sullivan, Margaret Handley, Monty Ghosh, Alexander Baldacchino, Joseph Tay Wee Teck

“…Through this paper, we hope to critically engage clinicians and policy makers on important ethical considerations, clinical implications, and implementation challenges involved in big data analytics and AI deployment in OUD treatment settings.…”
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Job quality in the micro and small enterprise sector in Ethiopia: Evidence from firm-level data by Berihu Assefa Gebrehiwot

“…Some studies have investigated job quality using labor force survey data at the employee-level. However, these studies hardly examined the role of entrepreneurial and firm characteristics on job quality. …”
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A General Framework for Modeling Missing Data Due to Item Selection With Item Response Theory by Paul A. Jewsbury, Ru Lu, Peter W. van Rijn

“…This paper describes the implications of this distinction for Item Response Theory (IRT) estimation, drawing upon missing-data theory (e.g., Mislevy & Sheehan, 1989, https://doi.org/10.1007/BF02296402; Rubin, 1976, https://doi.org/10.1093/biomet/63.3.581), and selection theory (Meredith, 1993, https://doi.org/10.1007/BF02294825). …”
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