De Novo Assembly, Characterization and Comparative Transcriptome Analysis of the Mature Male and Female Gonads in <i>Acrossocheilus parallens</i> by Weiqian Liang, Lanyuan Liu, Dingxian Chen, Kaifeng Wang, Shengyue Lin, Weijian Chen, Sixun Li, Binhua Deng, Qiang Li, Chong Han

“…These results provide basic data for further research on the functions of the genes and pathways related to sex differentiation and gonad development in <i>A. parallens</i>.…”
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Understanding the patterns and predictors of elevated psychological distress among humanitarian migrants compared to the host population: comparative matched analysis using two nat... by Demelash Woldeyohannes Handiso, Jacqueline A. Boyle, Eldho Paul, Frances Shawyer, Graham Meadows, Joanne C. Enticott

“…Comparative 1:2 matched analysis used humanitarian migrant data from the Building a New Life in Australia and Australian-born comparators from the National Health Survey. …”
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Effective Experiences in Developing Managers' Strategic Thinking: A Phenomenological Approach by Mohammad Abooyee Ardakan, Fereshteh Mohammadi, Hamid Reza Yazdani, Ali Heidary

“…The study engaged 14 senior managers in the financial technology sector, delving into their personal and professional journeys. Data analysis was conducted using the Colaizzi method, which involves a thorough process of transcribing interviews, detailed reading and re-reading of the transcripts, extracting significant statements, and formulating meaningful interpretations for each statement. …”
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Student and Instructor Perspectives on the English Preparatory School’s ELT Program: A Needs Analysis Study by Gülşah Coşkun Yaşar, Pinar Mercan Küçükakın, S. Aslıhan İleri

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Description of global innovative methods in developing the WHO Community Engagement Package by Jackeline Alger, Don Mathanga, Semeeh Akinwale Omoleke, Noel Juban, Meredith Labarda, Obinna Ikechukwu Ekwunife, Obioma Nwaorgu, Allan Ulitin, Jana Deborah Mier-Alpaño, María Isabel Echavarría, Yolanda Vargas Bayugo, Jose Rene Bagani Cruz, Pauline Marie Padilla Tiangco, Ukam Ebe Oyene, Alberto Ong Jr, Marvinson See Fajardo, Barwani Khaura Msiska, Lorena Abella Lizcano, Natalia Gomez Quenguan, Claudia Ivette Nieto Anderson, Briana Yasmin Beltran, Elsy Denia Carcamo Rodriguez, Eduardo Salomón Núñez, Vera Nkosi-Kholimeliwa, Glory Mwafulirwa-Kabaghe

“…Interviews with CE practitioners were also conducted.Results A total of 356 cases were found to fit the inclusion criteria and proceeded to data extraction and thematic analysis. Themes were organised according to rationale, key points and insights, facilitators of CE and barriers to CE. …”
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Factor structure of the HIV-SM LMIC self-management questionnaire for people living with HIV in low- and middle-income countries by Tegene Legese Dadi, Girmay Medhin, Mark Spigt

“…Data was collected using the Kobo Collect electronic data entry template. …”
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Optimising Construction Site Auditing: A Novel Methodology Integrating Ground Drones and Building Information Modelling (BIM) Analysis by Diego Guerrero-Sevilla, Rocío Rodríguez-Gómez, Alberto Morcillo-Sanz, Diego Gonzalez-Aguilera

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Identifying the essential preconditions for implementing chain hospitals in Iran: a qualitative study by Ali Vafaee Najar, Marziye Zarqi, Elaheh Hooshmand

“…To ensure validity and reliability, the study adhered to Lincoln and Guba’s criteria, including credibility, dependability, confirmability, and transferability. Results The analysis identified six critical themes necessary for chain hospital implementation:Strategic Management – Establishing a unified vision, structured governance, and coordinated service delivery, Resource Management – Standardizing human resources, financial planning, and material allocation, Performance Optimization – Implementing standardized clinical workflows, benchmarking hospital performance, and ensuring service efficiency, Information Management – Developing centralized electronic health records and integrated hospital data systems,Clinical Process Management – Aligning clinical protocols, optimizing patient care workflows, and fostering medical collaboration and Political Support and Governance – Securing governmental and stakeholder backing, ensuring regulatory compliance, and promoting public trust. …”
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Self-Reported Prevalence of Chronic Non-Communicable Diseases Concerning Socioeconomic and Educational Factors: Analysis of the PURE-Ecuador Cohort by Camilo Felix, Mavel Lopez-Flecher, Michelle Vega, Katherine Andrango, Selena Andrango, Juan Marcos Parise-Vasco, Jaime Angamarca-Iguago, Daniel Simancas-Racines, Patricio Lopez-Jaramillo, Shrikant Bangdiwala, Sumathy Rangarajan, Salim Yusuf

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Facile Construction of a Laser Scanning Optical Beam Induced Current Microscope by Ankita Buragohain, Nayan M. Kakoty, Guan-Yu Zhuo, Gazi A. Ahmed, Fu-Jen Kao, Nirmal Mazumder, Ankur Gogoi

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Leveraging machine learning techniques for image classification and revealing social media insights into human engagement with urban wild spaces by Haider Khalid, Marcus J. Collier

“…Abstract In recent years, machine learning models have exhibited excellent performance and far-reaching impact across domains such as fraud detection in finance, recommendation systems in e-commerce, medical imaging in healthcare, agricultural forecasting, social engagement, image classification, sentiment analysis in social media network analysis. This research explores how advanced machine learning techniques, leveraging social media data for image classification, can be used to gain deeper insights into public engagement with urban wild spaces. …”
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Composition and characterization of substantive statements of strategic planning tasks: analysis of changes in the conditions of the formation of a digital management platform by O. M. Pisareva

“…The results of data processing of official statistical and management reporting in the field of development and implementation of strategic planning documents are presented. …”
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Fiscal decentralization and social stability in selected developing countries: the role of institutional quality by Kumba Digdowiseiso

“…The quantitative methodology relied on a panel analysis of count data. Because the dependent variable showed overdispersion, this study elected to use negative binomial regressions within the Fixed Effects (FE) framework. …”
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Patterns of student socio-emotional development and teacher-student-relationship-quality for high-school students with and without special educational needs: a multigroup latent tr... by Giuliana Pastore, Wassilis Kassis, André Kunz, Reto Luder

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EXPLORING THE INTERCONNECTEDNESS OF COSMOLOGICAL PARAMETERS AND OBSERVATIONS: INSIGHTS INTO THE PROPERTIES AND EVOLUTION OF THE UNIVERSE by Budiman Nasution, Ruben Cornelius Siagian, Arip Nurahman, Lulut Alfaris

“…This study seeks to address several research questions, including the accuracy of estimating parameters using these equations and the potential for developing more precise equations. The study employs cosmological data analysis using the R program to analyze existing data and gain a better understanding of cosmological parameters. …”
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Determinants of Online Local Budget Transparency in Croatia and Slovenia by Katarina Ott, Mihaela Bronić, Branko Stanić, Maja Klun, Jože Benčina

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The Analysis and Prioritization of Social Sustainability of Rural Environments (Case Study: Ghal’eh Biaban District Darab Sub-Province) by Saeid Reza Akbarian Ronizi, Rana Shaykh-Baygloo

“…Based on library studies, 66 indicators have been selected for assessment of social sustainability of villages. Analysis of the data was done using RALSPI model and statistical descriptive and inferential methods. …”
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Development of a Predictive Model for the Biological Activity of Food and Microbial Metabolites Toward Estrogen Receptor Alpha (ERα) Using Machine Learning by Maksim Kuznetsov, Olga Chernyavskaya, Mikhail Kutuzov, Daria Vilkova, Olga Novichenko, Alla Stolyarova, Dmitry Mashin, Igor Nikitin

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A multi-source data-driven framework for probabilistic flood risk assessment using cascade machine learning models: case study in the Sichuan Basin by Yan Lu, Ying Huang, Xiaoling Liu

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Dataset and multivariate statistical tools for mathematical modeling of water desorption isotherms and infrared spectral properties of cupuassu (Theobroma grandiflorum L.) pulpMend... by Andrés F. Bahamón-Monje, Paola A. García-Rincón, Gentil A. Collazos-Escobar, Claudia M. Amorocho-Cruz, Nelson Gutiérrez-Guzmán

“…Preprocessing techniques, including baseline correction, Standard Normal Variate (SNV), and Multiplicative Scatter Correction (MSC), were employed to enhance spectral data quality. Principal Component Analysis (PCA), based on scores-loadings computation, was utilized for exploratory analysis of the cupuassu pulp spectral fingerprint. …”
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