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'data science in education' Search Results

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The present study aims to determine learning styles of students majoring in Music Education Departments in Turkey and thus develop scale on learning styles to be used in piano lessons. Moreover, it is intended to reveal the relationship between students’ learning styles identified by the developed scale and their academic performance in piano lessons. In this sense, an achievement test was developed to assess student’s performances in piano lessons. The research was figured according to relational screening model among the screening models. The population of the research is composed of 3rd grade students majoring in Music Education Departments in Turkey. The sample of the research consists of 473 third grade students out of 730 3’rd year students studying in Music Education Departments. Developed by the researchers to assess students’ performance in piano lesson, the scales titled “Pamukkale Piano Learning Style” and “Piano Performance Test” have been used. In light of the results obtained from the study, a learning style model has been developed to learn piano instrument. According to this model, students’ independent, analytical, dependent and emotional learning styles have been identified. According to the research results, there is no high-level relationship between all learning styles and piano academic performance.

description Abstract
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10.12973/eu-jer.7.3.615
Pages: 615-629
cloud_download 359
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359
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658
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2

Scopus
2

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The aim of the study is to determine views of principals regarding assignment procedure. Data were gathered with the implementation of semi-structured interview forms from 14 administrators in the center of Konya according to ‘Purposive sampling’ method. The data were analyzed by content analysis and the following findings have been reached. There should be criteria such as an examination (written and verbal), developing projects related with the school, receiving academic or in-service training in administration, having experience as assistant principal, preparation of evaluation forms aiming at objectivity and improvement, election of the assistant principal by the principal without any intervention among the successful ones from the written exams, appointment of administrators instead of assignment, acceptance of school administration as a profession, regulations respecting of the objectivity, justice and equality. It is recommended that similar studies be conducted through quantitative research.

description Abstract
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10.12973/eu-jer.7.3.695
Pages: 695-705
cloud_download 410
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410
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597
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3

Scopus
3

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The study investigates the views of social studies teachers (SSTs) about the advantages and challenges of interactive whiteboard application in social studies lessons. Data was gathered using a questionnaire consisting of 58 items. The sample comprised 483 male and female SSTs from different governorates of Oman who were provided with three training programs about using Interactive Whiteboard (IWB). Data were analyzed by using: Means, T-test and One Way ANOVA.  The results indicated that they considered its effect to be significant in supporting students’ learning process by enhancing the quality of learning environment, excitement of use and importance of use in social studies lessons. It also showed that they used it widely in their lessons but they experienced moderate challenges, including related to technical support and the availability of IWB in all classes. The results also indicated that teachers’ gender and experience influenced their views. The study recommends the provision of more technical support to teachers.

description Abstract
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10.12973/eu-jer.7.4.753
Pages: 753-762
cloud_download 953
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953
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808
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2

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4

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This study was designed as a case study. Participants were 12 senior pre-service science teachers (PSTs), who took theoretical and practical courses about STEM education and socio-scientific issues (SSIs) during their education at a state university. For the study, in the first 4 weeks, theoretical courses on SSIs and STEM education were carried out. Afterwards, PSTs were asked to choose a SSI and configure this issue as a problem statement to perform a STEM activity. Participants were given a total of 3 weeks to determine the issue and prepare the STEM activity, and the researchers of the study gave systematic feedback during this period. Then, starting from the fifth week of the study, groups started to implement their STEM activities in the class, where their peers were assigned as their students. The activity plans they prepare, the field notes taken by the researchers during the implementation of the activities and the semi-structured interviews about the opinions of the PSTs on the use of SSI in STEM education were the data sources of the study. Findings revealed that PSTs found establishing STEM problem situations over SSIs suitable since they provide features such as conformity to real life, having multiple criteria and providing compatibility with other disciplines. Moreover, after their practices, they pointed out that the activities enabled both the teaching of the SSI and the integrated teaching to be carried out. As a conclusion, it is recommended to use socio-scientific problem situations to perform STEM education.

description Abstract
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10.12973/eu-jer.7.4.805
Pages: 805-812
cloud_download 1315
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1315
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1126
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6

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15

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It was aimed in this study to determine the teacher candidates' views on the augmented reality applications in education. It is a descriptive study to identify the present situation. Survey model, one of the quantitative research methods, was used in the research. The sample group of the study is comprised of 220 teacher candidates who are studying in the 2nd Grade of 8 departments in Mersin University Faculty of Education. Consisting of 4 sections, 22 items and an open-ended question, a questionnaire was used as a data collection tool in the study to determine the views of teacher candidates about the augmented reality applications in education. The findings obtained from the analysis of the data were shown in frequency and percentage. Qualitative findings obtained from the open-ended question were classified into codes and themes through content analysis method, and frequency and percentages of codes were given. It was found in the study that the teacher candidates did not know well enough about the augmented reality applications and that those who knew them found these applications very entertaining, motivating and facilitating learning, and were also of the same mind to use them widely in education.

description Abstract
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10.12973/eu-jer.7.4.849
Pages: 849-860
cloud_download 790
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790
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895
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10

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5

Gender Gap in Science Achievement for Jordanian Students in PISA2015

gender gap pisa 2015 science achievement test explained variance

Emad G. Ababneh , Manal M. Abdel Samad


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The gender gap in achievement is one of the main challenges that face the educational system in Jordan. Since 1989, educational reform plans have attempted to reduce gender gap in achievement. However, the gender gap in science achievement according to PISA 2015 was higher than that of other participating countries. This study aimed to show the trends, and determine the factors associated with the gender gap in science achievement. The data were obtained from 7267 students, who participated in PISA 2015. Descriptive statistics and multiple regression methods were used, for which the results showed that the gap became wider with the same direction since 2006. In addition to that, the study findings suggested that environmental awareness, and sense of belonging to school are the most important factors associated with gender gap among other personal factors.

description Abstract
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10.12973/eu-jer.7.4.963
Pages: 963-972
cloud_download 260
visibility 605
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260
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605
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5

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2

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Technology is an indispensable part of the educational curriculum, and large budgets have been allocated to provide technological infrastructure in secondary education institutions in Turkey. It is important that teachers have the technological pedagogical content knowledge (TPCK) to successfully integrate technology into their courses. The aim of this study is to examine the development of the TPCK of a mathematics teacher who participated in in-service training course organized for the use of Geogebra software in geometry teaching. The in-service training is designed in accordance with the Technology Integration Model stages, and Geogebra software is used taking into account the learning outcomes of 9th and 10th grade secondary school geometry. The case study method has been employed, and data was collected through interviews, observation, self-assessment forms, and field notes. The findings show that the in-service training helped the maths teacher integrate technology in the teaching and developed the knowledge of curriculum, students’ understandings and learnings, and instructional strategies and methods. With regard to research recommendations and results, professional development programs that will provide TPCK development can be organized so that teachers can use the ever-evolving technologies in their classes along with the appropriate pedagogical approaches.

description Abstract
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10.12973/eu-jer.7.1.9
Pages: 9-29
cloud_download 755
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755
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1502
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2

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In this research, After I have realized some technological applications in the course of general physics laboratory II of the science teacher program, this research aims to examine the effects of the students' attitudes towards technology and the information of the communication technology (ICT) with the mixed method. For this application, after the introduction of Arduino was done, it was used as a measuring instrument in the laboratory; it also used the Fritzing program for circuit diagrams and the e-support system for sending poster studies. The research was carried out with the 50 first-year students of the department of science education at Kocaeli University. In this study, the attitude scales toward technology and ICT were used to collect the quantitative data, and a semi-structured interview form was used to collect the qualitative data. For the quantitative analyses in the study, “t-Test for Dependent Groups” and “A Two-Way ANOVA was used for Complex Measurements”, for the qualitative analyses, “Descriptive Analysis” was used. The two analyses were combined according to the mixed method research model and interpreted. The results of the research showed that technological applications in the physics of the laboratory such as using arduino, fritzing program, and poster studies have a significant effect on the attitudes of students in the study group toward technology and ICT, and it was supported by the qualitative research.

description Abstract
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10.12973/eu-jer.8.1.31
Pages: 31-48
cloud_download 696
visibility 949
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696
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949
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7

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7

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The purpose of this research is to evaluate the effectiveness of the activities, which are prepared by teaching techniques that support scientific creativity, on the scientific creativity levels of prospective pre-school teachers. In the research, combined design is used, which is one of the mixed research approaches. The study group of the research included a total of 46 prospective pre-school teachers who have studied in the Education Faculty of Kafkas University in 2016-2017 academic year. The applications were carried out in the "science education" which is one of the third-grade 5th-semester courses of the pre-primary education program. The application process was completed in 4 hours a week for a total of 40 hours. In the analysis of the quantitative data collected by Scientific Creativity Test, percentage calculation and t-test were used. Explanatory and inferential codes were used in the analysis of qualitative data obtained from the in-class observations. As a result of the research, it was seen that the course activities in which different techniques were used positively influenced the scientific creativity levels of the prospective teachers. Prospective teachers' level of skills involved in creative trait, creative process, and creative product sub-dimensions also developed. It has been suggested in the direction of these results that different techniques should be used together to develop scientific creativity.

description Abstract
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10.12973/eu-jer.7.1.71
Pages: 71-86
cloud_download 693
visibility 1241
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693
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1241
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10

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This study aims to investigate the anxiety levels of secondary school students towards science course depending on a number of variables. Research sample consists of 2245 students who continue their education at public schools in Denizli in the academic year of 2017-2018. "Anxiety Scale for Science Course-which is developed by Kagitci and Kurbanoglu and "Personal Information Form" are used as data collection tools in the research. SPSS 22.0 package program is used for analysis of the data. Descriptive survey model is used in research. Parametric tests including One-Way ANOVA and independent samples t-test are used for analyzing data. As a result of the research, it is found out that secondary school students’ science anxiety levels significantly differ depending on the variables such as class level, the grade they received in science course, scientific books they read, the documentaries they watch, enjoying the science course and science teacher, educational level of parents, reviewing what they learn in science course and experiencing parental pressure for studying science course. However, there is found no significant difference between students' anxiety levels in terms of gender and their getting support while studying science.

description Abstract
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10.12973/eu-jer.8.1.63
Pages: 63-71
cloud_download 932
visibility 919
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932
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919
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2

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1

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The aim of this study is to examine democracy perception of classroom teachers via metaphor analysis. Study group for research is formed of 253 classroom teachers. “Democracy Metaphors Questionnaire” (DMQ) has been used in collecting data. Content analysis has been used on analysis of qualitative data of research and descriptive statistics have been used on quantitative data. The metaphors that teachers developed with a total 122 metaphor different from one another about democracy are gathered under “Indispensability”, “Equality”, “Social Order”, “Freedom”, “Endeavour”, “Power”, “Variety”, “Progression”, “Conservation”, “Personal Gains” and “Nothingness”. While first three themes under which women teachers gathered being indispensability, equality and endeavour metaphors, men teachers are gathered under indispensability, social order and freedom metaphors. Family environment and upbringing, relations with friends, culture of social environment, political activities in society and news in media tools have been the effective factors in forming democracy perception that the teachers possess.

description Abstract
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10.12973/eu-jer.7.1.121
Pages: 121-132
cloud_download 459
visibility 1085
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459
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1085
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5

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The purpose of the current study is to determine pre-service teachers’ opinions about 21st century learner and teacher skills. The study group of the current research is comprised of 391 senior students from an education faculty. As the data collection tool, the 21st century Learner Skills Use Questionnaire and 21st Century Teacher Skills Use Questionnaire were employed. In the analysis of the collected data, frequencies, percentages, arithmetic means, independent samples t-Test, One-Way Anova, Correlation, Mann Whitney-U, Kruskal Wallis techniques were used. The findings of the study revealed that the pre-service teachers’ opinions about 21st century learner and teacher skills vary significantly depending on the variables of gender, department attended, academic achievement, experience of private tutoring and practicum teaching (doing practicum teaching at elementary and secondary schools). As a result, it was concluded that the pre-service teachers are ready for using 21st century learner skills (cognitive skills, autonomous skills, collaboration and flexibility skills, innovativeness skills) and teacher skills (administrative skills, technopedagogical skills, affirmative skills, flexible teaching skills, generative skills). However, it was also found that the pre-service teachers were not able to make enough use of learner and teacher skills during their practicum teaching at schools. Moreover, a positive, medium and significant correlation was found between 21st century learner skills and 21st century teacher skills.

description Abstract
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10.12973/eu-jer.8.1.181
Pages: 181-197
cloud_download 2182
visibility 1970
38
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2182
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1970
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38

Scopus
42

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The present study aims to explore the experiences of prospective physical education teachers on active gaming. The study, which used qualitative case study design enrolled 2 prospective physical education teachers (1 male, 1 female) who were included in extracurricular activities and physical education classes in 2015-2016 academic year. For data collection, semi-structured interview forms, diaries and extended field notes were used. For data analysis, the content analysis method was used: following the transcription process, coding was performed in two categories and themes and sub-themes were created that reflect common codes. The findings have revealed that according to prospective teachers, active gaming ensures active participation of students and facilitates classroom management in physical education classes, which, in turn contributes to the learning environment where every student can participate. It also has been found that active gaming in the extracurricular activities contributes to the arousal of the initial participation desire in students, and establishment of an environment suitable for the improvement of physical competence. According to prospective teachers, active gaming should be used not in every part, but in certain parts of classes or of extracurricular activities.

description Abstract
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10.12973/eu-jer.8.1.199
Pages: 199-211
cloud_download 439
visibility 761
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439
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761
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5

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4

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This research aims to examine the current situation of multicultural education in elementary schools. Therefore, the views of the classroom teachers on multicultural education have been examined and multicultural education activities have been observed in the classes. Having a case study research method which is considered as one of the qualitative research designs, the study hosts a total of 15 classroom teachers who worked in the province of Elazig during the 2016 and 2017 academic year. The maximum variation sampling method has been used in the research. The research has employed semi-structured interview and observation forms. The research data has been analyzed through content analysis. Research results have revealed that most of the teachers perceive multicultural education as education presented to the individuals with different ethnic identities. Teachers' perceptions towards multicultural education have been identified to be similar in terms of their gender, seniority and educational status. Teachers mostly do student-centred activities related to multicultural education, use drama and case studies in their classes. While practising multicultural education, teachers mostly encounter with student-related problems. The majority of the people have recommended that parents be trained on the relevant subject. Similar results have emerged in the observations made by the researcher. Based on the research findings, several recommendations have been provided. Primary school curricula should be organized taking multicultural education into consideration, and the problems identified by teachers should be eliminated by those concerned.

description Abstract
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10.12973/eu-jer.8.1.233
Pages: 233-247
cloud_download 1312
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1312
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1054
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8

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6

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Self-regulation is an active and constructive process in which students regulate and observe their own behaviour, motivations and cognition by setting their own goals during their learning process. In this study, the aim is to investigate the effects of biology laboratory practices that are supported by self-regulated learning strategies on students’ readiness for self-directed learning and their attitudes towards science experiments in laboratory settings. This study, which was undertaken as a quasi-experimental study in accordance with the pretest-posttest design with a control group, was implemented. Second year students who studied science teaching in the faculty of education at a state university in Konya in the academic year of 2018-2019 made up the sample of this study. There were two groups in the study which were “The Control Group” and “The Experimental Group”. In order to measure the students’ self-directed learning readiness levels, “Scale of Self-Directed Learning Readiness in Laboratory” was used and to measure attitudes towards science experiments “Scale of Attitudes towards Science Experiments” was utilized. Both scales were implemented as pre-tests before the study and as post-tests after the completion of the implementation process. The analysis of the data was conducted via SPSS 18. Independent samples t test was conducted to understand whether biology laboratory practices supported with self-regulated learning strategies have any effect on students’ readiness for self-directed learning and their attitudes towards science experiments in laboratories. According to the findings of the study, biology laboratory practices supported with self-regulated learning strategies were observed to make a significant difference in favour of the experimental group considering their self-directed learning readiness and their attitudes towards science experiments.

description Abstract
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10.12973/eu-jer.8.1.313
Pages: 313-299
cloud_download 764
visibility 917
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764
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917
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7

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10

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This study aims to analyze whether academics’ organizational cynicism attitudes and levels of organizational identification in the field of sports sciences differ based on certain variables and determine if any relationship exists between these two variables. “Organizational Cynicism Scale” and “Academics’ Organizational Cynicism Scale” were applied to 106 academics as a data collection tool. Mann-Whitney U test and Kruskal Wallis test were used for nonparametric statistical data analysis. Bonferroni correction was taken into account in order to identify different groups. Spearman order correlation coefficient was calculated in order to identify the correlations among variables. The findings suggest that academics’ organizational cynicism and identification sub-dimensions did not display significant differences in terms of gender, marital status and academic title. However, significant differences were found among some sub-dimensions in terms of sufficiency of institution’s physical facilities, the status of place where the institution is located and financial aid from the institution. Additionally, negative and moderately significant correlations were found between all sub-dimensions of organization cynicism attitude and cognitive/behavioral/affective organizational identification sub-dimensions. It is considered that the present study will make important contributions to educational psychology thanks to its findings.

description Abstract
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10.12973/eu-jer.8.1.349
Pages: 349-360
cloud_download 359
visibility 651
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359
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651
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2

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1

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This research aims to explore secondary school students’ views regarding basic democratic values in terms of several variables. The research has utilized the cross-sectional survey model, which is one of the descriptive survey models. The population of the research consists of secondary school students studying at schools located within the province of Elazig. The research sample holds a total of 440 secondary school students studying at secondary schools located within the province of Elazig during 2016-2017 academic year. The participants have been selected by stratified sampling method. This research has deployed personal information form and basic democratic values as data collection tools. Descriptive statistics and multivariate analysis of variance (MANOVA) have been used during data analysis. Research results have suggested that secondary school students have a “high” level of participation regarding basic democratic values scale. While a significant difference has been identified across the dimensions of the basic democratic values in terms of gender, class level, academic achievement and socio-economic levels of the schools, parents’ educational status is free from any significant difference. Based upon the research findings, various recommendations have been provided. Future studies may be conducted on parents’ views regarding basic democratic values. Basic democratic values adopted by the students studying at schools with different socio-economic levels should be sought through observations.

description Abstract
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10.12973/eu-jer.8.2.491
Pages: 491-500
cloud_download 377
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377
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632
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2

Scopus
0

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The purpose of this study was to evaluate pre-service science teachers’ argumentation skills, attitudes and knowledge levels regarding organ transplantation and donation (OTD). Teachers play a fundamental role in providing information to children/adolescents and could influence their attitudes. Organ transplantation is a life-saving hope for many people, but shortage of organs for transplantation is a universal problem. Having a positive attitude and true knowledge are essential for teachers that affect students’ future attitude toward this topic. The research method was descriptive and cross-sectional. The sample of research was 472 pre-service science teachers, who were sampled by using convenient sampling method and are students of Science Education Department at four different public universities. Data collection instruments were developed by researchers as valid and reliable questionnaire in order to determine the attitudes, knowledge levels and argumentation skills of pre-service teachers regarding OTD. Results observed that the pre-service science teachers' argumentation skills in a socio-scientific subject such as OTD were at a very low level, their attitudes were at a moderate level, and their knowledge level was above the average. Results of the study have shown that graduated high school type and grade level have played important roles in the positive attitudes, high argumentation skills and high knowledge level about organ donation. No significant difference was found in the attitudes and knowledge level of pre-service science teachers toward OTD in terms of gender. The gender only affected the ability of argumentation.

description Abstract
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10.12973/eu-jer.8.2.545
Pages: 545-558
cloud_download 484
visibility 691
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484
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691
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2

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1

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This research employs survey-based correlational model. This study has been carried out to reveal the relationships among perceived multi-dimensional social support and satisfaction with life, job satisfaction and job stress. The research data were gathered from 355 teachers working at schools in Hatay city in 2018-2019 academic year. Data were achieved by “Perceived Multi-Dimensional Social Support Scale”, “Job Satisfaction”, “Job Stress” and “Satisfaction with Life”. The relationships between multi-dimensional social support and job satisfaction, job stress and satisfaction with life have been determined in the measurement model. Structural equation model shows that perceived social support has a positive impact on teachers’ job satisfaction and satisfaction with life, in reverse, a negative impact on teachers’ job stress. Besides this, perceived social support positively affects teachers’ satisfaction with life through the partial mediation effects of job satisfaction and job stress. It has been concluded in this study that increasing perceived social support is an effective strategy for increasing job and life satisfaction and decreasing stress of teachers.

description Abstract
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10.12973/eu-jer.8.2.607
Pages: 607-616
cloud_download 348
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348
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762
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2

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2

Bullying toward Teachers and Classroom Management Skills

bullying classroom management teachers students

Ruchan Uz , Merve Bayraktar


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The aim of this study is to examine students’ bullying toward teachers and classroom management skills in terms of various variables. The sample of the study consisted of 422 participant teachers. The ‘Bullying toward Teachers Questionnaire’ and ‘Classroom Management Skills Scale’ were used as data collection instruments. According to the results, it was determined that 57.2% of participant teachers have not been bullied whereas 42.8 % have been bullied by their students. The teachers who have been bullied by their students were mostly woman, had undergraduate degrees and more than 16 years of teaching experience. There was no significant difference of teachers’ total scores and two sub-dimension scores of CMSS according to gender, school type, education level and years of experience variables. There were significant differences between bullied and non-bullied teachers’ total scores and two sub-dimension scores obtained from CMSS. It is evident that non-bullied teachers’ mean scores obtained from two sub-dimensions and total scores of CMSS were significantly higher than those of the bullied teachers.

description Abstract
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10.12973/eu-jer.8.2.647
Pages: 647-657
cloud_download 924
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924
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954
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2

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3

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