Exploring the Components of Multicultural Competence among Pre-Service Teacher Students in Thailand: An Approach Utilizing Confirmatory Factor Analysis by Bovornpot Choompunuch, Khanika Kamdee, Prakittiya Taksino

“…Multistage stratified random sampling was utilized to recruit 600 pre-service teacher students from undergraduate education programs at the Faculty of Education in Thailand. Data were collected through self-report questionnaires. The data analysis employed descriptive statistics and second-order confirmatory factor analysis (CFA). …”
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The Depression, Anxiety, Stress Scales-21: Principal component analysis and evaluation of abbreviated versions in young adults with temporomandibular disorders. by Yinghao Xiong, Adrian Ujin Yap, Carolina Marpaung, May Chun Mei Wong

“…Demographic information, the DASS-21, and quintessence five TMD symptoms (5Ts) of the Diagnostic Criteria for TMDs were collected. Principal component analysis (PCA) was employed to condense the DASS-21 (wave 1 data), while confirmatory factor analysis (CFA) was used to determine maximum likelihood estimates and compare different abbreviated DASS-21 versions (wave 2 data). …”
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A Characterisation and Profiling of District Health Indicators in Zimbabwe: An Application of Principal Component Analysis in a Data Limited Setting by Shepherd Shamu, Simbarashe Rusakaniko, Charles Hongoro

“…In a data limited country such as Zimbabwe, Principal Component Analysis method can be used to identify a set of indicators that account for cross variation between different regions. …”
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Parasitic Contamination and Its Associated Factors in Fruits and Vegetables Collected From Ethiopia’s Local Markets: A Systematic Review and Meta-Analysis by Abayeneh Girma, Aleka Aemiro, Getachew Alamnie, Yitbarek Mulie

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Growth Analysis of Pearl Millet Genotypes Grown Under Different Management Practices by Petrus Ausiku Ausiku, John George Annandale, Martin Joachim Steyn, Andrew Sanewe

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Analysis of the venom components of necrotic tissue exudates from Naja atra venom-infected Guangxi Bama miniature pigs by XIAO Manqi, GUAN Zhezhe, HU Shaocong, LI Yalan, ZHANG Ziyan, JIANG Ningjing, ZHANG Xuerong, LIAO Ming

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Extraction and HPLC analysis of Caffeic Acid Phenethyl Ester (CAPE) from propolis and honey samples collected from different regions of Turkiye by Mariem Bouali, Mehmet Fatih Cengiz, Ozgur Dandin

“…Caffeic acid phenethyl ester (CAPE), a key bioactive component of propolis, is recognized for its wide-ranging therapeutic properties. …”
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THE IMPACT OF CREATIVITY AS A FACTOR OF ECONOMIC DEVELOPMENT ON GDP GROWTH IN EU COUNTRIES by Robert Leščinskij, Olga Iurasova, Jolita Šliogerienė

“…Based on data collected from 28 EU countries and Switzerland, the analysis shows that regions characterised by a higher concentration of creative activity and innovation infrastructure tend to have higher GDP growth. …”
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ETYMOLOGICAL ANALYSIS OF ENGLISH CYBERSECURITY TERMINOLOGY by Vladyslav Zhovtiak

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Distribution pattern of Pb and Zn contamination in rivers near industrial zone in Aceh, Indonesia, revealed by principal component analysis (PCA) by Lelifajri Lelifajri, Rahmadi Rahmadi, Rinaldi Idroes, Supriatno Supriatno, Eka Safitri, Nazaruddin Nazaruddin, Ilham Maulana, Khairi Suhud

“…The distribution of Pb and Zn pollution was analyzed using Principal Component Analysis (PCA). Our investigation revealed that the presence of Pb and Zn is still safe for water and sediment samples. …”
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Smart city frameworks SWOT analysis: a systematic literature review by Portia Mupfumira, Michael Mutingi, Michael Sony

“…A framework built on these crucial components is unique because it can be customised to fit any city. …”
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Factors Driving Construction Material Price Volatility in Qatar’s Construction Industry: An Investigation Using Generalized Structured Component Analysis (GSCA) by Murat Gunduz, Khalid K. Naji, Hadi Al-Marri

“…Second, it examined the influence of these factors and categories on material prices using Generalized Structured Component Analysis (GSCA). Third, it proposed strategies for mitigating price volatility within the Qatari construction sector. …”
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The Content of Minor Elements in the Breast Collection No. 4 by I. V. Gravel, D. V. Levushkin

“…Comparative analysis showed that the extraction of B, Al, Ba from the collection into the infusion is 14–58 % higher than from the individual components included in its composition. …”
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Signaling collection and monitoring technology based on FKS by Baoyou WANG, Jian YAO, Zhengqing ZHANG

“…The signaling data of telecom operators,which have a wide range of applications and great of values,is big data in real sense.In order to serve the real-time marketing scenarios better,the real-time processing and analysis ability of signaling data must be improved effectively.Firstly,the scheme of signaling collection and processing based on FKS was introduced,which combined the advantages of components such as Flume,Kafka and Spark Streaming,and played an important supporting role for operators to build real-time decision center.Furthermore,the Kafka monitoring program for topic consumption of consumer groups was proposed,which provided effective means for warning faults of real-time flow collection.The monitoring solution could effectively reduce the message queue congestion,avoid the risk of data loss,and also could obtain good application effects in practice.…”
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Signaling collection and monitoring technology based on FKS by Baoyou WANG, Jian YAO, Zhengqing ZHANG

“…The signaling data of telecom operators,which have a wide range of applications and great of values,is big data in real sense.In order to serve the real-time marketing scenarios better,the real-time processing and analysis ability of signaling data must be improved effectively.Firstly,the scheme of signaling collection and processing based on FKS was introduced,which combined the advantages of components such as Flume,Kafka and Spark Streaming,and played an important supporting role for operators to build real-time decision center.Furthermore,the Kafka monitoring program for topic consumption of consumer groups was proposed,which provided effective means for warning faults of real-time flow collection.The monitoring solution could effectively reduce the message queue congestion,avoid the risk of data loss,and also could obtain good application effects in practice.…”
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The importance and challenges of data collection in risk assessment by Xekalakis Georgios, Fokaides Paris, Christou Petros

“…This study underscores the significance of diverse data collection methods, including field surveys, artificial intelligence (AI) analysis, and satellite imagery, each essential for developing robust risk assessment frameworks. …”
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A Hybrid Fault Detection Method of Independent Component Analysis and Auto-Associative Kernel Regression for Process Monitoring in Power Plant by Seunghwan Jung, Jonggeun Kim, Sungshin Kim

“…In this paper, we propose a novel hybrid model combining independent component analysis (ICA) and auto-associative kernel regression (AAKR) to address the limitations of both models. …”
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Combining Transcriptome Analysis and Comparative Genomics to Identify Key Components of the Lignin Biosynthesis Gene Network in <i>Sorghum bicolor</i> by Hao Niu, Yanbo Wang, Ruizhen Liu, Xiaoqiang Cheng, Yao Wang, Yubin Wang, Xin Lv, Fangfang Fan, Lan Ju, Jianqiang Chu, Haisheng Yan, Hongru Wang, Hetan Chang, Yancong Zhang, Yongfu Tao, Junai Ping

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Identifying the Soft Components of Digital Transformation and Designing the Model Resulting from them with the Method of Theme Analysis and Interpretive Structural Modeling by yasaman modaresi, Mir Ali Seyyed Naghavi, Habib Rood Saz, Iman Raeesi Vanani

“…A semi-structured interview tool and a researcher-made questionnaire based on the content analysis of the interviews were used to collect information. …”
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Studying germplasm collection accessions of naked oats by N. V. Krotova, G. A. Batalova

“…The breeding value of accessions from the VIR collection can be estimated only under specific climate and soil conditions. …”
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