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Eurasian Society of Educational Research
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Eurasian Society of Educational Research
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Christiaan Huygensstraat 44, Zipcode:7533XB, Enschede, THE NETHERLANDS

'factor analysis' Search Results



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The aim of this research is to develop a scale to determine the language teaching methods used by English teachers. The research sample consisted of 300 English teachers who taught at Duzce University and in primary schools, secondary schools and high schools in the Provincial Management of National Education in the city of Duzce in 2013-2014 academic Year. Data collected were subjected to Exploratory and Confirmatory Factor Analysis and the Cronbach Alpha reliability coefficient was computed. The Exploratory Factor Analysis results showed that the scale consisted of 5 factors. These factors were named as Active Teaching Method, Listening Based Teaching Method, Four Basic Skills Based Method, Speaking Based Method and Grammar Based Method. The total variance explained by the 5 factors was determined to be 54.69%. The Confirmatory Factor Analysis results confirmed the 5-factors structure. The Cronbach Alpha reliability coefficient was computed as .89. It is thought that this scale can be used to identify language teaching methods that English teachers use as a reliable and valid scale.

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10.12973/eu-jer.5.3.137
Pages: 137-148
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787
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The study developed and standardized an Inventory for measuring Students’ Integration into University Academic Culture named Inventory for Students’ Integration into University Academic Culture (ISIUAC). The increase in dropout rates, substance use, cultism and other deviant behaviours in Nigerian universities makes it necessary for one to ask the extent to which university students are integrated into the university academic culture. This necessitates the development of standardized instrument for the assessment of students’ integration into university academic culture. The Study employed an instrumentation design in which a five point scale inventory were developed and standardized. An initial draft of 60 item instrument was developed and standardized. After corrections a 58 item instrument emerged and was administered to 500 University students. The data collected were subjected to factor analysis. The result from factor analysis showed that 27 items loaded well on three factors with minimum loading of 035.  The 27 items were administered to 1,000 students to establish norms. The norm for the entire instrument was 105.19, the norms of male and female students were 100.96 and 109.21 respectively.  Cronbach alpha statistics was used to establish the reliability of the instrument, its result shows an internal consistency of 0.926 for the 27 items. Hypotheses were tested using t-test statistics; the result shows that there is a significant difference between the norms of male and female students. The manual of the ISIUAC shows the administration and scoring procedure of the inventory and its psychometric properties. The instrument ISIUAC is recommended therefore for assessing students’ integration into the university academic culture.

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10.12973/eu-jer.5.4.201
Pages: 201-212
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769
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1356
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Self-Concept of Chilean and Portuguese University Students with Disabilities: Gender and Participation in Support Programmes

self-concept disability university gender perceived social support

Bárbara Valenzuela-Zambrano , Helena Chacón-López , María Dolores López-Justicia , Anabela Panão-Ramalho


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This study was designed to investigate the state of self-concept among Chilean and Portuguese university students with disabilities with the aim of introducing proposals to help their inclusion and academic performance. First, the two samples compared separately students with and without disabilities with their peers and subsequently both were compared with students with disabilities from both countries. The role of gender and participation in support programmes for students with disabilities was also examined. The instrument used was the AF5-Scale, which assesses five dimensions of self-concept (academic, social, emotional, family and physical) and a socio-demographic form. The results (applying a non-parametric analysis) showed that students with disabilities in both countries presented lower scores for physical self-concept than peers without disabilities, the Chilean students being those who obtained the lower scores when comparing only students with disabilities. Women showed higher academic self-concept, but worse emotional self-concept than men. Finally, it was found that students participating in support programmes have a higher physical self-concept than those who do not. It is concluded that a way to improve the deficit in self-concept in both samples could be associated with participation in these support programmes.

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10.12973/eu-jer.5.4.213
Pages: 213-222
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The Relationship between the Amount of Learning and Time (The Example of Equations)

amount of learning time equations seventh grade

Cenk Kesan , Deniz Kaya , Gokce Ok , Yusuf Erkus


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The main purpose of this study is to determine the amount of time-dependent learning of "solving problems that require establishing of single variable equations of the first order" of the seventh grade students. The study, adopting the screening model, consisted of a total of 84 students, including 42 female and 42 male students at the seventh grade. Data was collected using an assessment tool consisting of 10 open-ended questions. The findings show that the learning group of 84 students were behind the value closest to the full learning level by a score of 0.013. While the female students reached the lower limit of 0.987 specified for the full learning level in a period of 3.2 course hours, the male students reached this limit in 4.0 course hours. The learning amount of 0.999, which is the closest value to the full learning level, was reached by the learning group in a period of 9.7 course hours, the female students in 8.5 course hours, and the male students in 11.3 course hours. In addition to this, the data obtained showed that learning difficulties among to the learning groups decreased as the space below the curve of time and learning amount decreased. As a result of the study, it was recommended that it is possible to determine the closest course periods for the full learning level for each of the gains found in all levels of education and all teaching programmes, which define certain learning outcomes within a certain time.

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10.12973/eu-jer.5.3.125
Pages: 125-135
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606
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The purpose of this study was to adapt “Distributed Leadership Scale” originally developed by Davis into Turkish Language. A total of 386 participants including teachers employed in high schools in Tokat participated in the study. Explanatory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA) were performed to test the structural validity of the scale. EFA results illustrated that adapted scale consisted of seven factors. In the light of the original scale form, these factors were named as “School Organization”, “School Vision”, “School Culture”, “Instructional Program”, “Artifacts”, “Teacher Leadership”, “Principal Leadership”. The scale consisted of 34 items and reliability coefficients for the subscales from .75 and .92. Results finally revealed that Distributed Leadership Scale-Turkish Adapted Form is a valid and reliable measurement tool to be used in describing the distributed leadership behaviors in schools.

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10.12973/eu-jer.5.2.43
Pages: 43-52
cloud_download 830
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830
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1429
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The purpose of this study is to develop a reliable and valid measurement tool which will reveal teachers’ self-competences in education process. Participants of the study are 300 teachers working at state primary schools in the province of Gaziantep, Results of the exploratory factor analysis administered to the scale in order to determine its construct validity, indicated that it has four sub-dimensions. In accordance with the results of confirmatory factor analysis RMSEA was measured .050 level fit index. The determined levels for GFI is found to be 0.88, whereas for AGFI, 0.85 for NFI, 0.94 for CFI 0.98 and 0.94 for RFI. Also, non normed fit index, (NNFI) has been observed as 0.97. Four dimensions of the scale which was composed of 23 items account for approximately 54% of the total variance. Cronbach's alpha coefficient of internal consistency was counted .86 for the first dimension; .82 for the second dimension, .67 for the third dimension, .70 for the fourth dimension, and .92 for the entire scale. The scale, developed in order to measure teachers’ self-efficacy in the teaching process, proved to be valid and reliable based on the results of the related analyses.

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10.12973/eu-jer.5.2.73
Pages: 73-83
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891
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Measuring the quality of the ‘product’ is elemental in education, and most studies depend on observational data about student achievement factors, focusing overwhelmingly on quantitative data namely achievement scores, school data like attendance, facilities, expenditure class size etc. But there is little evidence of learner perceptions. 553 students from two different universities, who graduated from 3 high school types, were asked to respond to two fundamental questions to reflect on school and classroom level achievement factors. 2294 responses produced eight categories in question one, teacher factors being the most preferred (n=424), followed by individual factors (n=404) and then family factors (n=395). As for liking towards a course, 1362 responses were produced, most frequent one being teacher’s attitude (n=205). Results indicate student perspective of causes of achievement is somewhat different from those expressed in quantitative studies. Girls attributed more achievement to study habits, family support whereas boys attributed more to school and technology. More emphasis is needed on perceived achievement factors for a sound evaluation of effectiveness in school.

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10.12973/eu-jer.5.2.85
Pages: 85-100
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1817
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2050
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The objective of the study was to find out the effect of EI and gender on job satisfaction of primary school teachers. A total of 300 (150 male and 150 female) primary school teachers were selected randomly for the study. Emotional Intelligence Scale (EIS) and Teachers’ Job Satisfaction Scale (TJSS) were used to collect the data. The study found a significant positive relationship between emotional intelligence and job satisfaction. Regression analysis showed that emotional management and emotional maturity significantly predicted the job satisfaction. The results of the two-way ANOVA showed that the interaction effect of gender and EI was not significant. Results also showed that level of EI significantly affected the job satisfaction of primary school teachers. However, there is no significant difference between male and female teachers regarding the level of job satisfaction. There are other factors which affect job satisfaction but the role of EI cannot be neglected. So the level of EI must be taken into consideration in order to select the best teachers.

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10.12973/eu-jer.5.1.1
Pages: 1-9
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2128
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2714
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13

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Facilitating effective mathematics learning and higher mathematics achievement have long been recognized as a key to the scientific and technological advancement of the African continent. While the central role that language proficiency plays in mathematics teaching and learning has received an overwhelming research attention in the literature over the past two decades, this is not the case among African policy-makers and political leaders. Drawing mainly from our professional experiences as mathematics educators and from the international research literature, our primary intent in this paper is to answer this question: How does the learning of mathematics in English at the basic school level help or hinder students’ mathematical proficiency? To answer this question, the paper is organized as follows. The first part, the introduction, gives a brief overview of the language of learning and teaching in Africa. The second part describes the method and conceptual framework undergirding the research. In the third section, we have analyzed the effects of mathematics learning and teaching through English for basic students whose mother tongue is a Ghanaian language. The conclusion offers four recommendations for developing and improving the mathematics proficiency of students in basic schools.

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10.12973/eu-jer.4.3.124
Pages: 124-139
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2332
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The Measurement of Motivation with Science Student

motivation construct validity gender

Sarwat Mubeen , Norman Reid


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Motivation is an inner force that activates and provides direction to our thought, feelings and actions. Two main characteristics of motivation are goal directed behavior and persistence. Motivated people persistently work for the goal until it is achieved. This paper explores the nature of motivation in the context of learning and seeks to relate it to self-efficacy, self- concept, confidence and self-esteem. Motivation is presented as a ‘second order’ variable be- ing very much dependent on attitudes as well as perceived goals, needs and value. Ways of assessing motivation are considered and the typical use of questionnaire approaches is criticized heavily. These can measure what a person perceives but the perceptions may or may not correspond to reality. Indeed, the entire mathematical basis of data handling with questionnaires is questioned. A typical questionnaire is then used with a large sample of 600 1st and 2nd year science intermediate students, drawn from the province of the Punjab in Pakistan and the data obtained examined statistically. Correlations between the responses patterns in all 30 Likert-type questions were examined using Kendall’s tau-b while Principal Components Analysis, using varimax rotation, looked at the questionnaire overall as well as sub-groups of questions. Correlation values were found to be very low, suggesting no factor structure and, indeed, the factor analysis showed that there is no factor structure with the questionnaire used with this large population. Chi-Square, as a ‘contingency test’, was applied to compare the distributions of responses, gender separated. Gender differences were found only in a minority of questions. It is argued that motivation is highly multi-variate and that no simple factor structure is to be expected. It is also argued that, with ordinal data, following no prescribed pattern of distribution, only non-parametric statistics are appropriate. The traditional approaches are statistically incorrect and, as a result, will often miss key insights.

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10.12973/eu-jer.3.3.129
Pages: 129-144
cloud_download 2030
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2030
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2613
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This study investigates the effect of the project based learning approach on 8th students’ attitude towards statistics. With this aim, an attitude scale towards statistics was developed. Quasi experimental research model was used in this study. Following this model in the control group the traditional method was applied to teach statistics wheras in the intervention group project based learning approach was followed. The attitude scale towards statistics was applied as pre-test and post-tests to 70 students studying at two different 8th grade classes of a middle school in Trabzon during the 2011–2012 Academic Year. The results of the study revealed that the project based learning increased students’ attitude towards statistics in the intervention group. Therefore, the use of project based learning approach during statistics course in mathematics classes is recommended.

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10.12973/eu-jer.3.2.73
Pages: 73-85
cloud_download 1080
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1080
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1503
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8

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Schools and teacher induction programs around the world routinely assess teaching best practice to inform accreditation, tenure/promotion, and professional development decisions. Routine assessment is also necessary to ensure that teachers entering the profession get the assistance they need to develop and succeed. We introduce the Item-Level Assessment of Teaching practice (I-LAST) as a flexible framework-based approach for quantitative evaluation of teaching best practice in the induction stages. We based the I-LAST on a novel framework for teaching best practice, and used Fuller’s scale as a framework for understanding the potential of the I-LAST in providing longitudinal measures for growth. Using the context of a year-long teacher induction program in the Midwestern United States, we collected data through an online survey from 46 teaching supervisors who were asked to evaluate their interns. We used the Rasch partial credit model as a criterion for construct validity, and measured dimensionality and reliability from both Rasch and classical frameworks. The I-LAST was found to be a unidimensional, valid, and reliable measure for teaching best practice. It demonstrated the ability to provide reliable scores for specific sub-dimensions of best practice, including those which manifest at various stages along Fuller’s scale. Potential uses of the I-LAST to advance understanding of the role of teacher induction programs in fostering productive growth in new teachers is discussed.

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10.12973/eu-jer.3.2.87
Pages: 87-109
cloud_download 1294
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1971
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5

Gender and Learner Characteristics

high ability gender learner characteristics working memory

Huda Hindal , Norman Reid , Rex Whitehead


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It is well established that girls and boys perform differently in traditional examinations in most countries. This study looks at a sample of 754 school students in Kuwait (aged about 13) and explores how boys and girls differ in the performance in a range of tests related to learner characteristics. The fundamental question is how boys and girls differ in these learner characteristics and do any of the differences relate to examination performance. If the development of such learner characteristic is open to experiences in the formal learning situations, then this opens the door to possible ways to encourage the development of such characteristics, with possible concomitant enhancement of academic performance. It is found that girls outperform the boys in tests which measure extent of field dependency, extent of divergency and skills with the visual-spatial (all at p < 0.001). Confirming previous studies, the girls markedly outperform the boys in all school subject examinations but there are no differences in their measured working memory capacities. In looking at the relationships between various combinations of the measurements made, it is found that boys are much more dependent on working memory than girls in performing in examinations, and the boys are also much more dependent on employing skills related to divergent thought in achieving success in examinations. These observations are interpreted in terms of the way boys and girls learn, with girls being more conscientious and willing to memorise than the boys who, in turn, have to rely on working things out for success: girls tend to memorise; boys tend to try to work it out. This may offer an explanation of the greater success of girls in typical examinations where the accurate recall of information is so often the key to success.

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10.12973/eu-jer.2.2.83
Pages: 83-96
cloud_download 1565
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2001
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For a university service learning educational research project addressing Legionnaires’ disease (LD), a Yes/No questionnaire on community awareness of LD was developed and distributed in an urban community in North Carolina, USA. The study showed that the age of the participant was a major factor in enhancing awareness of LD, whereas education was a minor factor at best. Differences in responses among the age groups were strongly significant for general LD awareness, knowledge of its causes and prevalence, as well as body systems affected, prevention and treatment. Interest among the participants in learning more about LD (68%) was higher than in attending a university seminar on the topic (54%). This study provided many educational opportunities to the students to enhance and apply their data analysis skills and to intensify several aspects of their knowledge acquisition and communication skills. Fostering the active involvement of students in an educational activity that can set the stage for an innovative university-community partnership on enhancing awareness of the preventable environmental disease LD is of benefit to all stakeholders.

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10.12973/eu-jer.1.3.271
Pages: 271-282
cloud_download 756
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2
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756
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1535
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2

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The purpose of this study is to examine the pre-service teachers’ attitudes toward computers use. The impact of five variables (perceived usefulness, perceived ease of use, subjective norm, facilitating conditions, and technological complexity) on attitude towards computer was assessed. Data were collected from 230 preservice teachers through self-report and structural equation modelling was used as the technique for analysis. Results showed that 64% of the variance in attitude towards computer use was explained by the five exogenous variables. In addition, perceived usefulness, subjective norm, and technological complexity were found to be significant influences on attitude toward computer use while perceived ease of use and facilitating conditions did not.

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10.12973/eu-jer.1.1.13
Pages: 13-22
cloud_download 2339
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6
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2339
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2665
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6

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The main objective of this study is to examine the attitudes of preschool teacher candidates and teacher candidates in other branches towards scientific research in terms of some variables. Survey method was used. The study group consists of 547 teacher candidates studying in education faculty of a private university in the spring term of 2015-2016 in Istanbul province. Personal Information Form, Scale of Attitude towards Scientific Research were used as data collection tool. According to the results; Preschool teacher candidates’ levels of reluctance to help researchers and negative attitudes towards research are lower when compared to Turkish language teacher candidates. Preschool teacher candidates’ positive attitudes towards researchs and researchers are higher when compared to Turkish language teacher candidates. Guidence and psychological counselor candidates’ negative attitudes towards research are lower when compared to Turkish language teacher candidates. The levels of reluctance to help researchers of male teacher candidates are higher when compared to female teacher candidates. Negative attitudes towards research of the teacher candidates who do not take the course of scientific research methods are higher when compared to the teacher candidates who take the research methods course. The teacher candidates’ attitudes towards research do not vary by age, grade level and the academic success average.

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10.12973/eu-jer.6.1.1
Pages: 1-13
cloud_download 700
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700
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2040
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2

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The aim of this study is to investigate the moderating effects of attachment styles and gender on the predictive strength of marital adjustment on psychological symptoms among Turkish married individuals. Correlational model was used and the sample consisted of 178 married individuals. The data was gathered through online survey. The Turkish form of Brief Symptom Inventory (BFI) was used to measure psychological symptoms. The Turkish form of Dyadic Adjustment Scale (DAS) was used to measure marital adjustment and the Turkish form of Relationship Scales Questionnaire (RSQ) was used to measure attachment styles. The hypothetical model was formed and tested through path analysis technique of structural equational modeling. Results showed that secure, dismissing and fearful attachment styles and gender moderated the predictive strength of marital adjustment on psychological symptoms. It was found that the relationship between marital adjustment and psychological symptom is stronger among individuals who have secure attachment style.

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10.12973/eu-jer.6.1.69
Pages: 69-77
cloud_download 890
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890
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This study aimed to develop a valid and reliable measurement tool to enhance ethical evaluation literature. The tool consists of two subscales named ‘Bases of ethical evaluation’, and ‘Grounds of ethical evaluation’. In order to determine the factor structure of the scales, both exploratory and confirmatory factor analyses were applied. The results revealed that Ethical Evaluation Questionnaire is a valid and reliable scale. The results presented that there was a positive correlation between the factors and the total ‘Bases of ethical evaluation’ scale. Similarly, there was a positive correlation between the factors and the total ‘Grounds of ethical evaluation’ scale. Since the Ethical Evaluation Questionnaire is a valid and reliable scale, it can be generalized for the other professions. The instrument is developed with respect to Islam religion in Turkish culture. However, scholars and managers can use the instrument for different cultures and religions. While there have been many studies examining ethical decision-making with different factors, intentions for examining religiosity as an underlying reason for ethical evaluation has been inadequate. So, studying Muslims in Turkey, this study is supposed to contribute to the literature related to ethical ideology and religiosity with regard to Islamic perspective.

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10.12973/eu-jer.6.1.79
Pages: 79-92
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803
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2073
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Entrepreneurship has been an intriguing issue as an indicator of economic development and social welfare particularly being focused on last decades. Furthermore, the issue of immigration has attracted considerable attention in recent years. Nowadays, the quality of the workforce and it's training processes are not getting only progressively important but as well the participation of migrants in the labor market will be a great problem in the future. Migrant’s entrepreneurial tendencies and career expectations designation are the main objectives of this research. This research was designed as a comparative qualitative model, and the structured written interview technique was used in order to collect the data. Randomly sampling study groups were formed according to methods of maximum diversity. The sampling group was formed by the participation of 12 Syrian migrant high school students who live and get trained in Altindag, a district of Ankara, Turkey and 13 Syrian migrant high school students who live and get trained in Kreuzberg, a district of Berlin, Germany. The collected data were analyzed by content analysis technique. The results of the research reveal that immigrant students have a high level of entrepreneurship in Germany, the nonetheless low level of the expectations of future career prospects in Turkey. Thus, the absences of sociocultural and economic areas where they will use entrepreneurial tendencies are a serious obstacle to them. Moreover, participants argue that they do not want to stay in Turkey anymore, and most of them intend to emigrate to Europe or another country if they can do so. Unlike Germany, many of the participants in Turkey neither know what they want to be nor how they want to live in the future and nor have they made any career planning.

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10.12973/eu-jer.6.1.15
Pages: 15-27
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608
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Student Centered Education Scale: A Validity and Reliability Study

student centered education student centered education scale validity reliability

Zeynep Boyaci , Seyma Sahin , Hayriye Merve Eris Hasirci , Abdurrahman Kilic


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The purpose of the study is to develop a valid and reliable scale to measure the teachers’ levels of student-centered education practices. The Exploratory Factor Analysis sample included a total of 426 teachers and the Confirmatory Factor Analysis of the scale was conducted on a total of 160 teachers working in the province of Duzce during the spring term of 2014-2015 education year. Exploratory Factor Analysis was performed to test the construct validity of the scale and the model was tested through the Confirmatory Factor Analysis. For the reliability, Cronbach’s Alpha internal coefficient was calculated and item analysis was performed based on the corrected item total correlation. The final form of the scale included 32 items and one dimension. These 32 items explained 40.04% of the total variance. The results of the item total correlation analysis indicated that none of the item was below 0.30 and the lowest item correlation coefficient was 0.51. Cronbach’s Alpha was found to be 0.95 for the internal consistency of the scale. The reliability and validity results for the Student-Centered Education Scale suggest that this scale is a reliable and valid tool to measure the levels of student-centered educational practices among teachers.

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10.12973/eu-jer.6.1.93
Pages: 93-103
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