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Landaluce-Calvo, M.; García-Lautre, Ignacio; de Rada, Vidal Díaz; Abascal, Elena – International Journal of Social Research Methodology, 2022
Multiple-response questions are a common feature of survey-based research, as its advantages of information collection are well known. Statistical analysis of the responses, however, tends to be either one or two-dimensional, with the restrictions that this entails. This paper presents a multidimensional analysis protocol that provides the…
Descriptors: Multiple Choice Tests, National Surveys, Factor Analysis, Measurement Techniques
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Iqbal, Farhan; Iqbal, Farah; Humayun, Ghazal Khawaja – Psychology in the Schools, 2023
Despite several theoretical, structural, and statistical issues reported against Five Facets Mindfulness Questionnaire (FFMQ), most studies in the educational sector of Pakistan use it without analyzing its factor structure. Since culture might change the structure, this first systematic study filled the gap and explored the factor structure of…
Descriptors: Questionnaires, Metacognition, Personality Measures, Foreign Countries
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Min-Ying Tsai – SAGE Open, 2025
The study aimed to verify the psychometric properties of the emotional-style scale and explore different clusters of emotional styles. An emotional style scale was completed in three districts of western Taiwan using stratified random sampling. The study confirmed the reliability and convergent validity of each subscale in a sample of 712…
Descriptors: Foreign Countries, Psychometrics, Classification, Psychological Patterns
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Abascal, Elena; Díaz De Rada, Vidal; García Lautre, Ignacio; Landaluce, M. Isabel – International Journal of Social Research Methodology, 2018
In the field of social sciences, certain tasks, such as the identification of typologies and the characterization of groups of individuals according to a set of questions, tend to pose a challenge for researchers. Further complications arise if the chosen rating scale is from 0 to 10, since the responses can be treated either as metric or…
Descriptors: Social Science Research, Research Problems, Rating Scales, Factor Analysis
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Vardakosta, Eirini; Priniotakis, Georgios; Papoutsidakis, Michail; Sigala, Marisa; Nikolopoulos, Dimitrios – European Journal of Educational Research, 2022
This paper investigates the viewpoints and perspectives of 179 undergraduate students engaged in a co-creation project regarding their anticipated progress, exploring, simultaneously, the affecting factors. The students attended the physics course in the Department of Industrial Design and Production Engineering at the University of West Attica,…
Descriptors: Multivariate Analysis, Student Attitudes, Correlation, Expectation
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Rahayu, Sri; Sugiarto, Teguh; Madu, Ludiro; Holiawati; Subagyo, Ahmad – International Journal of Educational Methodology, 2017
This study aims to apply the model principal component analysis to reduce multicollinearity on variable currency exchange rate in eight countries in Asia against US Dollar including the Yen (Japan), Won (South Korea), Dollar (Hong Kong), Yuan (China), Bath (Thailand), Rupiah (Indonesia), Ringgit (Malaysia), Dollar (Singapore). It looks at yield…
Descriptors: Foreign Countries, Factor Analysis, Multiple Regression Analysis, Correlation
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Horta, Hugo – Asia Pacific Education Review, 2018
This study explores the association between PhD students' self-perception of skills and their career plans, which are analytically transformed into three non-academic sectors in relation to the academic sector (which serves as the baseline). Drawing on a representative sample of PhD students at a globally oriented research university in Asia (the…
Descriptors: Graduate Students, Doctoral Programs, Student Attitudes, Foreign Countries
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Paek, Sue Hyeon; Runco, Mark A. – Creativity Research Journal, 2017
The criterion problem was one of the focal points of early studies of creativity, but several useful criteria have been developed in the last few decades. The investigation reported here represents additional progress. This report (a) describes a new quality of creative achievement index for each domain of the Creative Activity and Accomplishment…
Descriptors: Creative Activities, Creativity, Creative Thinking, Foreign Countries
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Kitazoe, Noriko; Fujita, Naofumi; Izumoto, Yuji; Terada, Shin-ichi; Hatakenaka, Yuhei – Autism: The International Journal of Research and Practice, 2017
The purpose of this study was to investigate whether the individuals in the general population with high scores on the Autism Spectrum Quotient constituted a single homogeneous group or not. A cohort of university students (n = 4901) was investigated by cluster analysis based on the original five subscales of the Autism Spectrum Quotient. Based on…
Descriptors: Autism, Pervasive Developmental Disorders, Multivariate Analysis, College Students
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Muijs, Daniel; Bokhove, Christian – British Educational Research Journal, 2017
Student satisfaction has received growing attention in Higher Education systems in recent years, and are increasingly used for internal and external accountability in the sector. This does leave us with questions on the extent to which variance in student satisfaction can be explained by Higher Education Institution (HEI) and course attended…
Descriptors: Graduate Students, Student Satisfaction, Postdoctoral Education, Multivariate Analysis
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Cengiz, Cevdet; Tilmac, Kubra – Eurasian Journal of Educational Research, 2018
Purpose: The existing literature has shown that the amount of sedentary time during early adolescence is low. This decrease is more pronounced among girls than boys. Therefore, the purpose of this study is to analyze high school students' exercise-related stages of change (ESC) and physical activity self-efficacy (PASE) for overcoming barriers…
Descriptors: High School Students, Physical Activities, Self Efficacy, Multivariate Analysis
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Nordlöf, Charlotta; Höst, Gunnar E.; Hallström, Jonas – Research in Science & Technological Education, 2017
Background: From previous research among science teachers it is known that teachers' attitudes to their subjects affect important aspects of their teaching, including their confidence and the amount of time they spend teaching the subject. In contrast, less is known about technology teachers' attitudes. Purpose: Therefore, the aim of this study is…
Descriptors: Foreign Countries, Teacher Attitudes, Technology Education, Questionnaires
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Perez-Arribas, Luis Vicente; Leon-González, María Eugenia; Rosales-Conrado, Noelia – Journal of Chemical Education, 2017
With the final objective of using computational and chemometrics tools in the chemistry studies, this paper shows the methodology and interpretation of the Principal Component Analysis (PCA) using pollution data from different cities. This paper describes how students can obtain data on air quality and process such data for additional information…
Descriptors: Science Instruction, Chemistry, Teaching Methods, Computer Assisted Instruction
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Beerenwinkel, Anne; von Arx, Matthias – Research in Science Education, 2017
For the last three decades, moderate constructivism has become an increasingly prominent perspective in science education. Researchers have defined characteristics of constructivist-oriented science classrooms, but the implementation of such science teaching in daily classroom practice seems difficult. Against this background, we conducted a…
Descriptors: Foreign Countries, Physics, Science Instruction, Student Motivation
Erdener, Mehmet Akif; Dalkiran, Merve – Online Submission, 2017
The aim of this research is to determine the job motivation levels of primary school teachers who have made or have had to make field changes due to the new education system (4+4+4). The sample of the research consists of 512 teachers working in primary and secondary schools in Balikesir province in 2016-2017. The data needed for the research were…
Descriptors: Elementary School Teachers, Teacher Motivation, Statistical Analysis, Teacher Surveys
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