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Eurasian Society of Educational Research
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'teaching data analysis' Search Results



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The aim of this study was to investigate the VMLSE perception levels of eighth grade students and differentiations based on variables of gender, state of success, final grade and ability to relate mathematical concepts to daily life and examine their views on this issue. The exploratory design of mixed method, which includes both quantitative and qualitative methods, was used in the study. The survey method was used in the quantitative dimension of the study. In qualitative dimension, phenomenological design which is one of the qualitative research designs is used. The data obtained from the quantitative dimension by VMLSE perception scale were analyzed by t-test and one-way analysis of variance. The data obtained from the semi-structured interview form were analyzed by using the content analysis method for the qualitative dimension of the research. As a consequently, there was a significant difference in VMLSE perceptions based on the variables of final grade, finding one’s self successful in the field of mathematics and ability to relate mathematical concepts; however, there was no significant difference based on gender. Additionally, it was found, the students had the idea that having VMLSE perception would affect mathematics success positively. 

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10.12973/ijem.5.1.177
Pages: 165-176
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A Research on the Characteristics of the Inspiring Teacher

education teaching inspiring teacher teacher candidate grounded theory

Nihan Solpuk-Turhan , Belgin Parlakyildiz , Nihan Arslan , Gokcen Gocen , Tugba Yilmaz-Bingol


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In this study, it was aimed to find out the characteristics of inspiring teachers who inspired teacher candidates to do teaching profession properly. In the study, “An Exploratory Sequential Design” a mixed method where qualitative and quantitative approaches are used concomitantly, was employed to determine the inspiring teacher characteristics. In this design, two steps were respectively followed by the researcher. In the first step grounded theory research design as a qualitative research design was used and in the second step survey research model as a quantitative research design was used. Inspiring Teacher Scale (ITS) was developed by the researchers to collect the data. In the second phase, the study group was extended to continue the quantitative studies. Exploratory and confirmatory factor analyses were used first to analyze the data. The results of analysis have demonstrated that the items loaded on four factors, which reflect inspiring teacher characteristics as “teacher communication”, “personal characteristics”, “professional development” and “supporting students in different ways”. Findings suggest that ITS, which has four-factor structures with 36 items, can be suggested as a valid and reliable instrument to determine the characteristics of inspiring teacher. Therefore, in this study the characteristics inspiring teachers were specified according to opinions of teacher candidates and presented to be o model for teacher candidates.

description Abstract
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10.12973/ijem.5.1.1
Pages: 1-18
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Assessment for Learning (AfL) may be conceptualized as minute-to-minute, day-by-day interactions between learners and teachers with the improvement of learning as the principal focus. This paper traces the development of an AfL measurement instrument (scale) that can be used for research purposes prior to, during and following professional development in the area. Rasch measurement procedures were applied to data drawn from a convenience sample of 594 teachers from 44 elementary schools in Ireland to create a scale consisting of 20 items distributed across four key AfL assessment strategies: learning intentions and success criteria, questioning and classroom discussion, feedback, and peer-and self-assessment.  This scale, the Assessment for Learning Measurement instrument (AfLMi), has good psychometric properties and is interpretable in a way that makes it potentially useful during system wide improvement initiatives focused on AfL.

description Abstract
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10.12973/ijem.3.2.103
Pages: 103-115
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1525
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The fact that the prospective Turkish teachers’ having a command of different methods and techniques as being Turkish teachers of the future is important in terms of its positive effects on the comprehension and expression skills of the middle school students. This study used the case study design and the qualitative approach. The aim of the research was to test the effectiveness of literature circle method and contribute to the field in theoretical and practical context. Fourty-six prospective Turkish teachers were conveniently sampled from the state university in Istanbul, to participate in the study. During six weeks, the opinions of prospective Turkish teachers who applied literature circle method were collected through unstructured interview forms. The data collected were subjected to a content analysis. It was concluded that prospective Turkish teachers found the method of literature circle favorible, in terms of cooperation, solidarity, gaining different perspectives, revealing hidden talents, developing self-confidence, aesthetic pleasure, enriching vocabulary and catching the details.

description Abstract
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10.12973/ijem.4.2.53
Pages: 53-60
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649
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The study aims to determine the reason for choosing the teaching profession identifying how history teacher candidates perceive the concepts of "teacher" and "teaching". The study was conducted with 115 history teachers enrolled in an initial teacher training programme in a university located in Turkey’s Central Anatolia Region in the 2014-2015 academic year. To investigate the candidate teachers’ perceptions of the teaching profession, the research participants filled in blank space from a questionnaire administered by the researchers. The collected data was analysed using the content analysis method and this gave rise to specific metaphors with associated categories. Thus, 19 metaphors and 6 categories for the teacher concept; 26 metaphors and 7 categories for teaching; 15 reasons and 3 categories for the reasons of choosing the teaching profession emerged. Research findings illustrate that the candidate history teachers’ perception of the teaching profession are positive. However, the participants used predominantly negative metaphors, in describing the difficulties history teacher candidates encounted regarding “teaching”. In relation to teaching profession choices, the most occurring reason was the love for the profession; other factors affecting the candidates’ preference were the reasons articulated in the categories of “need” and “responsibility”.

description Abstract
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10.12973/ijem.4.2.83
Pages: 83-93
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463
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1249
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In this study, the relationship between high school students' test anxiety, academic procrastination behaviours, family attitudes and academic achievements were examined; the predicting of test anxiety, academic procrastination and family attitudes on the academic achievement was also investigated. The participants of the study were composed of 496 high school students. The end-of-term grade average of the students was defined as the criterion of their academic achievements. The students' test anxiety was measured by the Revised Test Anxiety Scale and the academic procrastination behaviours by the Academic Procrastination Scale. The family attitudes were measured by determining the frequency of the activities that support the academic achievement of the students. Data were analysed by correlation and regression methods. The findings indicate that there was a negative correlation between “achievement score” and “anxiety”, “test irrelevant thinking” and “academic procrastination” while there was a positive correlation between “achievement score” and “family attitude”. The findings also revealed that “tension”, “bodily symptoms” and “family attitude” significantly predicted the “end-of-term grade average” positively, while “worry”, “test irrelevant thinking” and “academic procrastination” significantly predicted the “achievement score” negatively. The findings were discussed in the light of literature along with the suggestions for further studies.

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10.12973/ijem.4.4.219
Pages: 219-226
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Pictologics (PLS) is a language teaching method which relies on imaginative usage of pictures. The current paper reports the effects of applying this method on enhancing critical thinking ability of the Malaysian students. 69 students (32 boys & 37 girls) in two classes in a public primary school in Penang, Malaysia participated in this study. The experiment covered ten 1-hour sessions which were all audio-recorded and video-taped. The main objective was to engage the students in short conversations in English by using new words that they were learning via PLS. The following qualitative instruments were employed in this study: interviews with the teachers, focus group interviews with the students, a group interview with students’ parents, class check-list of the students’ behavior during the sessions, photos, and video footages. The findings reveal significant patterns of critical thinking among the students such as recognizing and criticizing assumptions, giving reasons to support a conclusion, incorporating isolated data into a wider framework, and using analogies to solve problems. The author strongly recommends application of adopted PLS techniques to be used either alone, or combined with the other conventional language teaching methods.

description Abstract
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10.12973/ijem.4.4.243
Pages: 243-257
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1132
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1545
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This study aims to conduct Turkish adaptation, validity and reliability studies of the Teacher Rating Scales of Early Academic Competence. This study also aims to examine and improve early academic competence thoroughly on the basis of teachers’ ratings in Turkey, and lastly to contribute an assessment and measurement instrument to the literature which will enable to conduct further research in the field. This study was designed in a general survey model. The study included normally developing 619 36-72 month-old preschoolers attending to nursery classes and kindergartens affiliated to Afyonkarahisar Ministry of National Education in 2015-2016 academic year. The validity and reliability studies of the data obtained following the implementation of TRS-EAC, was completed. The Cronbach Alpha, split half test, test-retest reliability of the scale and its subscales were measured. TRS-EAC was found to be valid and reliable for 36-72 month-old children. It can be considered that the various studies that can be used TRS-EAC in Turkey will provide important contributions to the measurement power of this test.

description Abstract
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10.12973/ijem.5.1.43
Pages: 43-57
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657
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1140
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This research was conducted in order to determine whether math anxiety was effective in the selection of secondary school students. This research, in which the mixed method was adopted, was conducted in a secondary school at Siirt. The participants (157 pupils) were determined by convenient sampling method from the four different classes (two 5th grade and two 8th grade). Math anxiety levels of the students were determined by the Mathematics Anxiety Scale. Sociometry technique was used to determine the informal friends groups in each class. For this purpose, a friend preference form was used. Students' friends preferences were transformed into data matrix and Hierarchical Clustering Analysis was used to form informal friends groups for each class. Math anxiety scores of informal groups were compared with Kruskal Wallis test. Accordingly, there were significant differences between the mathematical scores of the informal groups in the branches of the 5th and 8th grades. This finding was evaluated that mathematics anxiety may be a factor in the selection of friends.  

description Abstract
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10.12973/ijem.5.1.123
Pages: 109-116
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536
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The aim of the study is to examine the pre-service teachers’ problem solving skills and curiosity levels according to different variables and to determine whether there is a relationship between them. The research was designed as a descriptive study in the survey model. The sample of the study consists of 1st and 4th grade pre-service teachers in the departments of German, Science, English, Mathematics, Music, Pre-school, Painting, English, Mathematics, Turkish Language Teaching at a university in Turkey. “Curiosity Scale” adapted into Turkish by Demirel and Diker Coskun, “Problem Solving Inventory” adapted into Turkish by Sahin, Sahin and Heppner  and “Personal Information Form” prepared by the researcher were used as data collection tools. In the analysis of the data obtained, SPSS-Windows 22.00 package program was used and descriptive statistics and parametric tests were applied in accordance with the sub-problems of the study. In addition, a correlation analysis was conducted to determine whether there was a relationship between pre-service teachers’ problem solving skills and curiosity levels. Based on the findings, suggestions about the problem solving skills and curiosity levels of the prospective teachers were presented.

description Abstract
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10.12973/ijem.5.1.163
Pages: 151-164
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717
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1343
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3

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Developing an Entrepreneurship Scale for 5th Grade Students

entrepreneurship entrepreneurship scale developing scale 5th grade students

Gokhan Sontay , Hale Yetim , Sevilay Karamustafaoglu , Orhan Karamustafaoglu


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The aim of this study is to develop an Entrepreneurship Scale to measure the entrepreneurial skills of 5th grade students and to conduct the reliability and validity of the scale. This research is a descriptive survey method. The pilot application was made with 432 students in Amasya City in Turkey. SPSS 23 and LISREL 8.80 programs were used to analyze the data. Exploratory and confirmatory factor analysis was performed to construct the validity. As a result of exploratory factor analysis, a 4-factor structure emerged on the scale. Confirmatory factor analysis confirmed the structure, and it was determined that the developed model was in compliance with the criteria in the literature. These sub-factors were identified as meaningful in terms of self-confidence, need for success, personal benefit and leadership and responsibility. The Cronbach Alpha internal consistency coefficient of the scale was determined as 0.77. At the end of the research, a reliable and valid measurement scale about entrepreneurship was developed for the 5th grade students.

description Abstract
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10.12973/ijem.5.2.203
Pages: 203-220
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In this study, it was aimed to investigate the relationship between the art interests and critical thinking dispositions of the students who study fine arts education in the faculty of education. The sample of the research consisted of 236 fine arts education students including 123 from the department of painting teaching and 113 from the department of music education. In the research, relational survey method was used. It was found in the research that the art interests of the students were at the level that can be considered as good. In addition, it was noticed that the average scores of critical thinking dispositions of the students were at moderate level. One of the findings obtained from the study was that there was no significant difference between the scores of art interest and critical thinking according to gender. Another finding was that art interests of the students in the music department were significantly higher compared with the scores of the students in the department of art education. In addition, a positive moderate level of relationship was found between the art interest and critical thinking, analyticity, inquisitiveness sub-dimensions; significantly low positive relationship with self-confidence, systematicity, searching truth and cognitive maturity sub-dimensions.

description Abstract
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10.12973/ijem.5.2.275
Pages: 275-287
cloud_download 791
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791
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1341
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2

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In this study, it is aimed to examine the relationship between prospective teachers' occupational anxiety and technological pedagogical content knowledge. Correlational model was used in this study. The participants consisted of 481 prospective teachers studying at Sakarya University Faculty of Education in the spring term of 2018-2019 academic year. Technological Pedagogical Content Knowledge Scale (TPACKS) and Occupational Anxiety Scale (OAS) were used as data collection instruments. As a result of canonical correlation analysis, it was determined that technological pedagogical content knowledge affects occupational anxiety by 62%.

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10.12973/ijem.5.3.407
Pages: 407-420
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668
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1270
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Computational thinking is a way of thinking that covers 21st century skills and includes new generation concepts such as robotics, coding, informatics and information construction. Computational thinking has reached an important point especially in the field of science in line with the rapid developments in technology. Robotics applications, software-based activities, STEM (Science, Technology, Engineering, Math) education and problem-based studies are some of the areas where this thinking is used. In this study, which is based on this point, it is aimed to develop a scale for computational thinking. Exploratory sequential design, one of the mixed research methods, was used in the study. First of all, a detailed literature review was conducted and needs analysis was carried out. This study consists of two stages. In the first stage, exploratory factor analysis was performed and analyzed with SPSS 23 program. In the second stage, confirmatory factor analysis was performed and analyzed with LISREL 9.2 program. As a result of the study, the goodness of fit indexes of the scale was found. According to this; X2/df value 1.81; NNFI value 0.97; NFI value 0.93; CFI value 0.98; RMR value 0.05; SRMR value 0.04; AGFI value 0.91 and GFI value was found to be 0.93. When the reliability values of the study were examined, Cronbach’s Alpha value was found to be 0.86. As a result of the research, a computational thinking scale consisting of 3 factors and 30 items was developed. This scale was developed for prospective teachers and can be used at all levels of prospective teachers.

description Abstract
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10.12973/ijem.5.3.421
Pages: 421-432
cloud_download 1938
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1938
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2871
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The purpose of this study is to evaluate the effects of Instructional Technologies and Material Design (ITMD) course on pre-service mathematics teachers’ attitudes, efficacy beliefs about using concrete materials, and their opinions regarding the material preparation process. A total of 73 pre-service teachers were participated in this study. The scale developed by Bakkaloglu was used to determine efficacy beliefs of pre-service teachers about using concrete materials, and the attitudes scale developed by Cetin, Bagceci, Kinay and Simsek was used to determine the attitudes towards ITMD course. A written form was also used to reveal the opinions of pre-service teachers regarding the material preparation process. The qualitative data collected from 16 pre-service teachers was analyzed with the MAXQDA. Using content analysis, codes and themes were created separately by the researchers and analyzed through several iterations. As a result of this study, positive changes were found in the attitudes and efficacy beliefs of pre-service teachers. The results obtained from the opinions of the pre-service teachers support this positive change. In other words, it is possible to argue that the attitudes of pre-service teachers towards the material development process changed positively with the positive change in the efficacy beliefs about preparing materials after taking the ITMD course.

description Abstract
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10.12973/ijem.5.3.451
Pages: 451-463
cloud_download 895
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895
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1325
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3

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The character strengths and virtues approach is a classification system to examine the characteristics of good character in terms of twenty-four strengths and six virtues. This study was designed to investigate the psychometric properties regarding the reliability and validity of the Turkish version of the VIA-Youth. A tool developed to evaluate the character strengths of youth. In addition, character strengths were examined in terms of life satisfaction, values and demographic characteristics. 1963 high school students between 14-19 years participated in this study by completing VIA-Youth and the Human Values and Life Satisfaction inventories. The results confirm the six-factor model in the theoretical framework. It has also been concluded that character strengths affect life satisfaction and values and that socio demographic features are related to strengths. The adaptation of this inventory into Turkish culture contributes to the current understanding of the universal aspects of character strengths for studies within the context of positive youth development. Besides the adaptation, the relationships between character strengths, values, demographic characteristics and life satisfaction were discussed and suggestions were made.

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10.12973/ijem.5.3.489
Pages: 489-501
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752
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1505
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This study describes the development and validation of a psychometrically-sound instrument, the Active Learning Strategies Inventory (ALSI), designed to measure learners’ perceptions of their active learning strategies within an active learning context. Active learning encompasses a broad range of pedagogical practices and instructional methods that connect with an individual learner's active learning strategies. In order to fulfill the study's goals, a conceptual framework on learners’ active learning strategies was developed and proposed, drawing upon the research literature on active learning. The development and construct validation of the Active Learning Strategies Inventory (ALSI), based on the conceptual and methodological underpinnings, involved identifying five scales of learners’ active learning strategies: engagement, cognitive processing, orientation to learning, readiness to learn and motivational orientation. An item pool of 20 items was generated following an extensive review of the literature, standardized card sorting procedures including confirmatory factor analysis and scale validation of a pilot (n = 407) survey. The ALSI scale demonstrated strong internal consistency and reliability with a Cronbach's alpha ranging from 0.81 to 0.87. High item loading scores from the factor analysis provided initial support for the instrument's construct validity of the five-factor model. The ALSI scale provides a reliable and valid method for researchers and academicians who wish to measure learners' perceptions of their active learning strategies within an active learning context. Finally, we discuss the implications and address the limitations and directions for future research.

description Abstract
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10.12973/ijem.7.1.201
Pages: 201-223
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1939
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4

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“Mathematical knowledge for teaching” is a concept indicating the requirement for a specific kind of knowledge required to teach mathematics. Mathematical knowledge for teaching necessitates a more complex structure than what is required to carry out mathematical tasks and the knowledge to do that. The purpose of this study is to realize the adaptation of “Mathematical Knowledge for Teaching -Geometry (MKT-G)” Test that was initially conceived in English to Turkish (or to Turkish culture). During the adaptation process; after the translations of the items, focus group interviews were held with a group consisting of mathematics teacher educators and experienced mathematics teachers, and then the data from 243 elementary mathematics teachers was analyzed via  Item Response Theory (IRT). As a result of the analysis of the test items, psychometric values of the test items indicated that the items in the test performed well in Turkey. Besides, validity and reliability arguments were also tested. As a result, the Turkish version of the MKT-G test is highly reliable and valid to measure the teachers’ knowledge of teaching geometry.

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10.12973/ijem.5.4.547
Pages: 547-565
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651
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1306
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3

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This research aims to reveal the first-year experiences of social studies teachers who have just started their profession in the public sector. Also, it aims to reveal what awaits teachers in the school environment and the current experiences of teachers at the beginning of the profession. Case study design, one of the qualitative research designs, was used in the study. The study group of the research consists of 34 social studies teachers working in secondary schools affiliated to the Ministry of National Education (Turkey) in the districts of Ankara. Participants were selected on an equal basis from all districts of Ankara province. Purposeful sampling, one of the non-random sampling methods was used in determining participants. In addition, criterion sampling was also used in the purposeful sampling phase. The obtained data were subjected to the content and descriptive analysis. As a result of the research, following the latest changes and developments and developing their basic knowledge and skills seems important for teachers who started their profession in the public sector. The multidisciplinary of the social studies branch, attractivity, and the fact that there are no alternatives comes to the fore in teachers' decision-making process to become social studies teachers. In addition, teachers participating in the research suggested to new teachers that they should master their fields, maintain their personal development, get to know the target group, and maintain strong communication in school.

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10.12973/ijem.7.1.171
Pages: 171-185
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1016
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1276
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In the current study, the problems posed by pre-service primary school teachers within the context of semi-structured problem formation were analyzed according to their type, cognitive structure, and content knowledge. A total of 134 pre-service primary school teachers attending a state university in Turkey participated in the current study designed in line with the case study design. The pre-service teachers were presented with a table and they were asked to establish a problem suitable for the elementary level using the data given in the table. The data were collected through the established problem statements and written explanations of the participants. The collected data were analyzed by using both content and descriptive analyses. The findings have revealed that the pre-service teachers less preferred real-life problems than routine type of problems and the problems at the level of reasoning than the problems at the levels of knowing and applying. Moreover, nearly half of the pre-service teachers erroneously expressed the grade level for which they established their problem. The results have shown that the pre-service teachers do not adequately use real-life problems and problems at the level of reasoning and that there are deficiencies in their mathematical content knowledge depending on their knowledge of the curriculum.

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10.12973/ijem.5.4.577
Pages: 577-590
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910
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1412
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4

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