Mood Detection from Physical and Neurophysical Data Using Deep Learning Models by Zeynep Hilal Kilimci, Aykut Güven, Mitat Uysal, Selim Akyokus

“…One of the main purposes of personal data analysis is to make predictions about users. Collected data can be divided into two major categories: physical and behavioral data. …”
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Direct and Indirect Methods for Studying Human Gut Microbiota by V. T. Ivashkin, O. S. Medvedev, E. A. Poluektova, A. V. Kudryavtseva, I. R. Bakhtogarimov, A. E. Karchevskaya

“…Currently, molecular genetic methods are used mainly for basic research and do not have a unified protocol for data analysis, which makes it difficult to implement them in clinical practice. …”
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Assessing Knowledge, Attitudes, and Practices of Healthcare Workers regarding Biomedical Waste Management at Biyem-Assi District Hospital, Yaounde: A Cross-Sectional Analytical Stu... by Sylvain Honoré Woromogo, Gwladys Guetsé Djeukang, Félicité Emma Yagata Moussa, Jesse Saint Saba Antaon, Kingsley Ngah Kort, Pierre Marie Tebeu

“…A structured and pretested questionnaire was used for data collection. Data analysis was carried out using software Epi Info version 7.2.2.6. …”
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Exposure of Mesenchymal Stem Cells to an Alzheimer’s Disease Environment Enhances Therapeutic Effects by Sang Eon Park, Hyeong Seop Kim, Soo Jin Kwon, Min-Jeong Kim, Suk-joo Choi, Soo-young Oh, Gyu Ha Ryu, Hong Bae Jeon, Duk L. Na, Jong Wook Chang

“…Also, mRNA sequencing data analysis indicated that high levels of TGF-β induced primed-MSCs. …”
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Investigating the Relationship between Socioeconomic Status and Traffic Behaviors of Pedestrians in Marand by Sepideh Harzand-Jadidi, Abolfazl Rahimi Bonab, Morteza Haghighi, Mohammad Saadati, Saeid Mousavi

“…Data was collected using the pedestrian behavior questionnaire and the socioeconomic status questionnaire. Data analysis was conducted using SPSS software (version 23), which included descriptive statistics, independent t-test, and one-way analysis of variance (ANOVA). …”
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High Seropositivity of Brucella melitensis Antibodies among Pregnant Women Attending Health Care Facilities in Mwanza, Tanzania: A Cross-Sectional Study by Helmut A. Nyawale, Michael Simchimba, Joseph Mlekwa, Fridolin Mujuni, Elieza Chibwe, Prosper Shayo, Elifuraha B. Mngumi, Khadija S. Majid, Mtebe Majigo, Stephen E. Mshana, Mariam M. Mirambo

“…Blood samples were collected aseptically from all consenting women followed by the detection of B. melitensis antibodies using slide agglutination test. Descriptive data analysis was done using STATA version 17. Results. …”
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Structural Competency: A Faculty Development Workshop Series for Anti-racism in Medical Education by Shani R. Scott, Cristina M. Gonzalez, Chenshu Zhang, Iman Hassan

“…We evaluated this workshop series with a pre- and postintervention survey assessing attitudes and confidence, and a postintervention satisfaction survey. Data analysis was conducted using a paired t test. Results A total of 206 participants attended at least one workshop within the series, and 20 participants completed both pre- and postintervention surveys. …”
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Diverse pathways to decarbonization: cluster-specific impacts of energy sources on CO2 emissions in the European Union by Jana Chovancová, Igor Petruška, Ugur Korkut Pata, Peter Adamišin

“…This study examines the relationship between different energy sources and CO2 emissions across European Union (EU) countries through a regression clustering panel data analysis. Using a dataset from 2011 to 2022, we identify distinct country clusters and analyse the impact of energy sources, including gas, coal, oil, wind, biofuels, solar, hydro and nuclear, on CO2 emissions within these clusters. …”
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The Effect of Using Peer on Self-Care, Quality of Life, and Adherence in Elderly People with Coronary Artery Disease by Mojtaba Roshandel, Mahnaz Rakhshan, Majid Najafi Kalyani

“…The levels of self-care, adherence, and quality of life were assessed in the intervention and control groups before and one month after the intervention. Data analysis was performed by SPSS 20 software using an independent t-test, paired sample t-test, and chi-square test. …”
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A cross-sectional study on the assessment of adherence to cardiovascular medications in Sudan heart center. by Adil A Mahmoud, Ali Awadallah Saeed, Asim Ahmed Elnour, Osama Nasreldin E M, Vineetha Menon, Semira Abdi Beshir, Sami Fatehi Abdalla, Abuelnor Mohammed, Mohamed Baraka, Fahad T Alsulami, Yousef Saeed Alqarni, Nadia Al Mazrouei, Khalid Awad Al-Kubaisi, Israa Yousif El Khidir, Kishore Ganana, Abdulla Al Amoodi

“…Descriptive statistics (frequencies and percentages) and inferential tests such as One-Way ANOVA and Binary regression were used for data analysis.<h4>Results</h4>A total of 255 subjects were enrolled in this study. …”
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Impacts of Trade Unions on Employees' Welfare in UNATU, Kabale District. by Cyomperwe, Justinah

“…Data were analyzed using SPSS data analysis package version 19 which ran descriptive statistics and inferential statistics such as Pearson chi-squares to test hypotheses. …”
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Training and Employee Performance in Uganda: A Case of National Water and Sewerage Corporation Rukungiri District. by Twongyeirwe, Uster

“…Content exploration and thematic integration with the quantitative results were part of the qualitative data analysis process. The research findings indicate a statistically significant positive relationship (r=0.772, p<0.01) between on-the-job training and employee performance at NWSC-Rukungiri District. …”
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Investigating the Effect of Seasonal Variation on Road Traffic Accident Occurance Along Selected Routes in Western Uganda. by Kwesiga, Ivan

“…The Analysis of Variance (ANOVA), and simple statistical techniques of frequencies and percentages were used for the data analysis. Correlation models were also used to explain variations in RTAs and to assess the degree to which the variations in RTAs were associated with the monthly rainfall. …”
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An Assessment of The Contribution of Community Social Support System in Promoting to the Wellbeing of the Elderly in Hamurwa Sub-County. by Atuheire, Enid

“…Face-to-face interviews were conducted with key informants from sub-county, parish, and village authorities, guided by an interview protocol, while questionnaires were administered by the researcher. Data analysis involved organizing and interpreting the collected information. …”
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Transport Systems Tracking and Inventory Security: A Case of Mega Bakery, Kabale. by Ntaribi, Elijah

“…This was fed into computer using excel and word package to analyze data. Quantitative data analysis tools were used such as micro soft word, excel and the data was presented by frequency tables and percentages in order to make the presentation easier for the readers to interpret. …”
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Information Communication Technology and Employees’ Performance: A case Study of Faculty of Science at Mbarara University of Science and Technology. by Mackline, Atuhaire

“…Purposive sampling technique was used to select respondents while questionnaire, key informants interview, observation and Focus Group Discussion were used to collect data. Data analysis involved descriptive statistics and presentation of data involved use of tables that were generated from the questions relevant to the study variables. …”
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School Infrastructure Utilization and Students’ Academic Performance of Secondary Schools in Kajara County, Ntungamo District by Doreen, Ahumuza

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CLOVES Syndrome: A Review of Clinical, Genetic, and Therapeutic Aspects by Julianna Podolec, Silvia Ciraolo, Joanna Wojda, Adam Sobiński, Zuzanna Kościuszko, Katarzyna Kurza, Agnieszka Kulczycka-Rowicka, Matylda Czerwonka, Katarzyna Lesiczka-Fedoryj, Anna Walczak

“…The primary materials used in the research include: clinical case reports and studies, imaging studies, genetic analysis, therapeutic interventions, epidemiological data, literature review and data analysis. Basic Results: CLOVES syndrome affects fewer than 200 individuals worldwide, with symptoms appearing at birth or early childhood. …”
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Self-compassion and work engagement among clinical nurses: the mediating role of moral resilience by Xingxing Liu, Fang He, Tian Tian, Jun Zhang, Yuanjiao Ji, Yuexia Zhong

“…Participants completed self-report questionnaires that included the Self-Compassion Scale, the Rushton Moral Resilience Scale, and the Utrecht Work Engagement Scale. The data analysis involved descriptive statistics, the Mann–Whitney U test, the Kruskal-Wallis H rank-sum test, Spearman correlation analysis, and the SPSS PROCESS macro.ResultsA significant positive correlation was observed between clinical nurses’ self-compassion and moral resilience (r = 0.700, p &lt; 0.01). …”
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Illiberal Peacebuilding dan Ekstraktivisme di Indonesia: Studi Manajemen Konflik Autoritarian terhadap Konflik Sumber Daya Alam tahun 2018-2022 by Jasmine Rafifah Fathia Putri, Adhi Cahya Fahadayna

“…The independent variables in this study include discursive practices, spatial practices, and political-economic practices, while the dependent variable is the resource conflict index. Data analysis was conducted using multiple linear regression techniques with the SPSS software version 26 to ensure data validity and reliability. …”
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