'ict in education' Search Results
Educational Data Mining: The Analysis of the Factors Affecting Science Instruction by Clustering Analysis
pisa science literacy clustering...
Science literacy, which is included in Programme for International Student Assessment (PISA) as an assessment area, is an important research and discussion area of science education literature with all its dimensions. In this study, the clustering results of the students from 34 Organization for Economic Cooperation and Development (OECD) countries participating in the PISA 2015 test and sampled by systematic sampling method are obtained by K-Means Clustering and Two-Step Cluster Analysis using the factor scores and PISA science literacy average scores. It is thought that the study is of great importance in terms of dividing individuals into clusters according to science instruction methods and the mean of plausible values and having an idea about how each cluster is defined. As a result of the K-means cluster analysis, it was determined that the input variable with the highest level of importance in the formation of the first and third clusters in which the students with the highest scores were included was teacher-directed science instruction, and after this variable, the input variable with the highest level of importance was the perceived feedback from science teachers. Within the scope of the Two-Step Clustering Analysis, it was determined that teacher-directed science instruction has the most importance in terms of the decomposition of clusters, followed by adaptive instruction in science lessons in terms of importance level.
Examination of Mother-Child Math Talks’ Content and Process during Shared Book Reading
math talk math-themed storybooks mother-child shared book reading...
The study aims to analyze, in terms of content and process, the math talks between the mother and child during the shared book reading of the illustrated storybooks with math contents. The study group under the research is comprised of nine pairs of mother and child. The process of the study 18 videos which were recorded when two storybooks with math contents were read by the mothers. In the data collection process, each pair of mother and child together read two storybooks given to them in their home environment, and the entire process was video-recorded. Subsequently, interviews were held with mothers for identifying their views about supporting their children’s math skills. It was shown that the content of mother-child math talks in the home environment was mostly about the learning area of numbers and counting skills. It was a remarkable result that math concepts such as sorting/ranking and properties/features of objects were not in the contents of mother-child math talks. The results from interviews with mothers, it was inferred that the mothers viewed themselves as inadequate for talking to their children about math concepts, and performed the math talks mostly on the basic skills such as counting the numbers.
COVID-19 as a Crucible: The Transformation of Global Educators
transformation practice identity covid-19 global educators narrative...
This article examines how the crisis of Coronavirus disease (COVID-19) became a crucible, or a means of transformation, for global educators. How teachers leverage their lived experience of teaching through the implications of COVID-19 to transform identity and practice is a new phenomenon and merits examination. Through a collection of interviews, the ways in which the life experiences of teaching through COVID-19 worked to create new identities in teachers and new practices within the classroom is examined. Data was gathered through informal interviews from eleven educators teaching through the crisis of COVID-19 across the world, including four continents and six countries. Drawing on simple thematic analysis, a narrative approach was utilized to examine the process of transformation in teachers across the globe. The findings and analysis of this research will help those working with teachers better understand how teachers leverage a crisis be it COVID-19, or another disruptive force, as a crucible for transformation.
A High-Stakes Approach to Response Time Effort in Low-Stakes Assessment
accelerated failure time model piaac response time survival analysis...
Response times are one of the important sources that provide information about the performance of individuals during a test process. The main purpose of this study is to show that survival models can be used in educational data. Accordingly, data sets of items measuring literacy, numeracy and problem-solving skills of the countries participating in Round 3 of the Programme for the International Assessment of Adult Competencies were used. Accelerated failure time models have been analyzed for each country and domain. As a result of the analysis of the models in which various covariates are included as independent variables, and response time for giving correct answers is included as a dependent variable, it was found the associations between the covariates and response time for giving correct answers were concluded to vary from one domain to another or from one country to another. The results obtained from the present study have provided the educational stakeholders and practitioners with valuable information.
Examination of the Relationship between Occupational Professionalism and Occupational Alienation in Kindergarten Teachers
kindergarten teacher occupational alienation occupational professionalism teacher alienation teacher professionalism...
The aim of this study is to investigate the relationship between the levels of occupational professionalism and occupational alienation in kindergarten teachers. Correlational survey model among the quantitative research models was used in the research. In this context, 224 kindergarten teachers were reached via convenience sampling model. The data of the research was collected via the Teacher Information Form, Teachers’ Occupational Professionalism Scale and Occupational Alienation of Preschool Teachers Scale. SPSS software and statistical measures such as independent samples t-test, ANOVA and Pearson’s Product-Moment Correlation were used to analyse the obtained data. According to the research findings, both occupational professionalism and occupational alienation levels of kindergarten teachers were found to be high. Levels of occupational professionalism and occupational alienation may differ according to some demographic variables among teachers. The relationship between occupational professionalism and occupation alienation was found to be statistically significant. The same is also true for the sub-dimensions of the scales. Lastly, the findings and results obtained during the research were discussed in the light of the literature and suggestions were made.
Opinions of High School Principals on Their Cultural Intelligence
cultural intelligence high school school principals...
This study aims to determine the opinions of high school principals on their cultural intelligence levels, to determine the activities of these principals to increase their cultural intelligence levels, the advantages of their having a high level of cultural intelligence, the factors that prevent them from increasing their cultural intelligence levels, and their suggestions to increase their cultural intelligence levels. The data obtained from the interview forms were analyzed by the content analysis method. The findings were organized and presented under themes and sub-themes. The study group of the research consisted of 40 school principals working in Mersin central districts in the 2020-2021 academic years. According to the study results; most of the participants stated that they had a high level of cultural intelligence while some participants stated that they had a low level of cultural intelligence. Regarding the activities to increase their level of cultural intelligence, principals stated that they did activities such as increasing their knowledge, going abroad, and developing social relations. The principals expressed three different opinions on the advantages of having a high level of cultural intelligence: organizational advantages, professional advantages, and individual advantages. It was determined that factors preventing principals from increasing their cultural intelligence levels were factors unrelated to principal and factors related to principal. The principals expressed two different opinions on what could be done to increase their cultural intelligence levels: The things to be done by the superiors and the things to be done the principal.
Synthetic Longitudinal Education Database: Linking National Datasets for K-16 Education and College Readiness
college readiness longitudinal database machine learning multiple imputation synthetic data...
What are missing in the U.S. education policy of “college for all” are supporting data and indicators on K-16 education pathways, i.e, how well all students get ready and stay on track from kindergarten through college. This study creates synthetic national longitudinal education database that helps track and support students’ educational pathways by combining two nationally-representative U.S. sample datasets: Early Childhood Longitudinal Study- Kindergarten (ECLS-K; Kindergarten through 8th grade) and National Education Longitudinal Study (NELS; 8th grade through age 25). The merge of these national datasets, linked together via statistical matching and imputation techniques, can help bridge the gap between elementary and secondary/postsecondary education data/research silos. Using this synthetic K-16 education longitudinal database, this study applies machine learning data analytics in search of college readiness early indicators among kindergarten students. It shows the utilities and limitations of linking preexisting national datasets to impute education pathways and assess college readiness. It discusses implications for developing more holistic and equitable educational assessment system in support of K-16 education longitudinal database.
Coping Strategies of Teachers: An Inventory of Approaches and Programs and their Knowledge and Usage in German Schools
classroom disruptions coping strategies stress management protective and risk factors teacher burnout...
Various studies have shown that teachers are subject to an increased stress level and the associated physical and psychological consequences. In this article, the possibilities of coping of stressful situations in everyday school life are systematized. In addition, the knowledge and usage of available programs and trainings for coping with stress at school in German-speaking countries will be assessed. This is a descriptive study based on a survey of 32 teachers. Effects due to contextual variables (gender, school type, and work experience) were examined. The results indicate that only a few of the programs surveyed are known and used in schools. Effects in connection with the gender of the teachers as well as their professional experience could not be determined. Instead, significantly more special education teachers knew and used programs to strengthen protective context factors (school type effect). The fact that a high proportion of teachers are unaware of and do not use available programs, despite their high importance for healthy coping with personal job demands, suggests deficiencies in teacher education and training. In addition, lack of resources at schools may be limiting. The successful management of stressful situations must not be seen as a task for individual employees; rather, systemic solutions must be found. Particularly due to the increased stress experienced by teachers in connection with the COVID-19 pandemic, aspects of health promotion in schools should play a significant role. The aim must be to provide more detailed information about stress management approaches in schools and to support their implementation.
School and Home as Study Spaces: Attitudes of Teachers, Parents, and Students to E-learning During the COVID-19 Period: The Case of Israel
covid-19 period e-learning social-emotional study spaces...
During the period of the Coronavirus disease (COVID-19), the boundaries between the home and the school as study spaces were blurred. School studies entered the home, with the parents present and observing their children’s e-lessons and the teachers’ teaching methods. The purpose of the current study was to explore the explicit and implicit attitudes of the lesson partners: teachers, parents, and students, to e-learning. The study explores whether and to what degree the attitudes of teachers, students, and parents to e-teaching are compatible, and what are the implications for the future. The study shows that although in recent years the relationships between parents and the school and between teachers and students have waned, with regard to the separation of authorities between the home and school, the period of the COVID-19 crisis clarified the need to enhance the relationship and cooperation between the home and the school as two meaningful study spaces for independent learners. The research findings raise the paradox that not only does technology not increase the distance rather it has the potential to strengthen the relationships between parents, teachers, and the school. The study points to the need to prepare holistic guidance sessions and professional development courses.
Sometimes Finding Nothing is Something: Shrinking the Gap between Emerging Bilingual Learners and English Fluent Students (Case in Point)
emerging bilingual instruction science steam stem...
For United States of America (USA) and other developed countries, science achievement gaps begin to emerge in elementary and primary school. Such gaps between USA student groups typically are connected to socio-economic status (SES) and issues such as students still learning the English language. Through an experimental design, this National Science Foundation funded study explores how integrating the arts into science, technology, engineering, and mathematics (STEM) curriculum and leading with a more STEAM-first approach (e.g., curriculum which integrates science, technology, engineering, arts, and mathematics) might provide more equitable science learning opportunities for elementary or primary grade level students. More specifically, the project’s research efforts seek to also examine how integrating the arts into science instruction might help emerging bilingual (EB) students who are simultaneously learning the English language and science. Although results provide somewhat conflicting findings of statistical significance with small to moderate effect sizes, outcomes provide initial evidence that leading with STEAM science instruction before STEM efforts can be beneficial to early readers, and for EB students this benefit is magnified. As the title of this study suggest, sometimes finding nothing is something.
Understanding Teacher Morale Among Primary School Teachers
parental involvement professional development school climate school violence teacher morale...
Teacher morale affects all aspects of the school and education system. Yet, the current status of teaching does not provide a rosy picture as teachers are reported to be demoralized and stressed. This qualitative study explored teachers’ experiences that influence their morale. The study was guided by the research question: How do workplace experiences affect teacher morale in selected primary schools? Qualitative data were gathered through six focus group interviews with 36 teachers in four primary schools and were analyzed using a content analysis framework. Data revealed that teacher morale was low. Participants identified school climate factors such as inappropriate professional development activities and violence as threats to their morale. Furthermore, a lack of parental involvement in the affairs of the school was regarded as a setback by teachers. This study highlighted specific issues that influence teacher morale and contribute to the understanding of the state of their morale. The study recommends that more attention is given to ensuring that teacher morale is enhanced for educational goals to be realized. Improving teacher morale has many benefits in that it helps teachers to maintain a positive attitude and be happy at work.
Behavioral Factors Affecting the Acclimatization of Newly-Appointed Teachers in Primary Schools: An Empirical Investigation
teacher collegiality teacher community teacher induction teacher reception...
Despite findings in the literature on its significance, the acclimatization of teachers into school units is not well organized. Hence, many newly appointed teachers fell as a “foreign body” into school, they do not interact with the other members of staff and they are not actively engaged in school life. This study aims to explore the factors involved in social behavior (collegial relations) among members of the educational community. These factors may affect the acclimatization/reception of teachers who, regardless of their teaching experience, are called to teach for the first time in a new school environment. According to the findings, it is essential the attitudes of teaching staff, in matters of cooperation, to be transformed and a collegial climate in schools to be established. To this end, fostering empathy among teachers through educational activities and enhancing opportunities for cooperation and teamwork inside and outside the classroom would be of significant contribution.
Exploring Pre-Service Teachers’ Perspectives: Gender and Gender Representation across Human Protagonists in Picture Books
diversity gender gender stereotypes picture books teacher training...
Gender is ever present in education preparation, school materials, curriculum, and school systems. To improve our knowledge about different facets of gender and the extent to which the depiction of gender has changed over time in picture books, there is a need to dig beneath the surface of questions about gender representation in picture books. Given that in-service teachers have proximity to approximately 75 million K-12 students, how in-service teachers think about gender, gender representation, and their own experiences with gender socialization have important implications on how K-12 students think, act, and feel about gender. In this study, we focused on teachers’ responses to a semester-long assignment about the selection and review of picture books. Specifically, we captured teachers’ perceptions on gendered images evidenced in picture books and to what extent there are changes (i.e., economical, emotional, physical, political, and social) in the central character throughout the book. We also explored if perceived changes were different based on the gender of the characters. Teachers reported four types of changes among the characters in the picture book. Emotionally changes in the books’ central characters emerged as the most commonly reported change among our participants.
Influence of Acculturation in Yunnan’s Ethnic Minority College Students on Their Academic Achievement: The Moderating Role of Learning Motivation
ethnic minority acculturation academic achievement learning motivation yunnan...
This study examined the effect of Yunnan’s ethnic minority college students’ acculturation on their academic achievement under the risk of the Matthew effect. Additionally, the role played by learning motivation in the relationship between ethnic minority college students’ acculturation and academic achievement was explored. A total of 403 valid questionnaires were collected from four areas in Yunnan province, China. Consequently, the Acculturation Scale, Academic Achievement Scale, and Learning Motivation Scale were used for measurement materials. These items of scales were evaluated on a five-point Likert scale ranging from 1 (strongly disagree) to 5 (strongly agree). SPSS (statistical package for the social sciences) and AMOS (analysis of a moment structures) softwares were used for data analyses. In addition, items were analyzed through item analysis, confirmatory factor analysis, reliability analysis and regression analysis. These results indicated that ethnic minority college students with low acculturation and learning motivation or high acculturation and low learning motivation can become objects of the Matthew effect. However, this study also observed that in certain students, high acculturation and high learning motivation can prevent the Matthew effect. Thus, high acculturation is crucial for improving academic achievement in ethnic minority college students. A level of high learning motivation is a powerful moderator promoting the academic achievement of students with high acculturation.
Effect of Thai Junior High Student Intercultural Competence on Resilience, Well-being, and Reading Attitudes
intercultural competence junior high student reading attitudes resilience well-being...
Students' intercultural competence and reading ability are an essential aspect of their education. Intercultural competence, defined as respect for the cultural views, beliefs, and traditions of others, is a necessary skill for effective and appropriate communication. Using a multidimensional model, this study investigated the effect of intercultural competence among Thai junior high school students on their resilience, well-being, and attitudes toward reading. A 2018 Program for International Student Assessment data set relating to 7,411 students from 289 schools in Thailand was analyzed using structural equation modeling. The research findings suggest that improved intercultural competence strengthens resilience, well-being, and attitudes toward reading.
Evaluation of the Curriculum of Junior High School Mathematics Subject Using Spatial Analysis in the Regions of Pekanbaru
curriculum evaluation k-13 kriging interpolation national examination spatial analysis surfer software...
Evaluation of the K-13 curriculum (2013 Curriculum) on the value of the national mathematics examination “Nilai Ebtanas Murni” (NEM) in every State Junior High School needs to be carried out thoroughly in order to improve the quality of education. This study uses spatial analysis to evaluate the curriculum and determine the development of NEM scores in the school year. Furthermore, the kriging interpolation method via surfer software was used to generate scores. The results showed that the 2015 K-13 mathematics curriculum did not give good results based on the 36-68 NEM score interval for the entire Pekanbaru area. In addition, the curriculum only gives good results for a small area in the north and south. In 2016, the curriculum which was accompanied by the entry of the new education unit level curriculum “Kurikulum Tingkat Satuan Pendidikan” (KTSP) showed a significant change in the NEM value. Although most of these areas experienced an increase in scores, the intervals still ranged from 36-68. The total revision of the K-13 curriculum carried out and used in 2017 showed a significant increase in scores for all regions with an interval of 68-84 scores. In conclusion, this study shows that the revision of the K-13 curriculum is the right step to produce quality mathematics learning.
Scale of Attitudes Towards Online Formative Assessment: Teacher’ Attitudes during COVID-19 Pandemic
covid-19 pandemic formative assessment online assessment scale development teacher attitude...
Due to the pandemic in many countries, schools were closed in 2020. Therefore, education was suspended, and distance education was started. During the Coronavirus disease (COVID-19) pandemic, teachers gave lessons online in virtual classrooms. In this study, Scale of Attitudes Towards Online Formative Assessment (S-AOFA) for teachers conducting online and distance courses was developed, and the teachers' attitudes were examined with respect to demographic variables. In the study conducted in the mixed-design method, qualitative and quantitative data were collected for the scale development and survey. Data were obtained from 369 teachers (science teacher, mathematics teacher, classroom teacher, and teachers in other fields) working in school in Turkey. S-AOFA was made up of 20 items and two factors as a five-point Likert-type. When the teachers' attitudes towards online formative assessment (AOFA) was examined, it was found that the mean for the factor of "Assessment Systems" was lower than that of the "Assessment Approaches". In addition, the findings revealed that there was no significant difference in the teachers' AOFA in terms of gender and that no significant difference existed in AOFA with respect to the school levels of the teachers (elementary, secondary and high school). Moreover, the results demonstrated that there was a low negative significant relationship between the teachers' AOFA and the number of students in which virtual lessons were given online. Lastly, there was a low level positive significant relationship between the teachers' AOFA and the in-class participation percentages of the students who were taught online in virtual classrooms. S-AOFA could be used by researchers in different studies in future.
Reading Trajectories in Elementary Grades: A Longitudinal Analysis
elementary grades growth modeling reading trajectories sociodemographic factors...
Research shows that children's reading proficiency levels in the early grades positively correlate with students' future academic achievement. This study provides the first-ever analysis of reading achievement trajectories for a cohort of students in grades 3 to 5 in 2014–17 in Hawaii schools. Hawaii serves a diverse student population whose characteristics differ in ways often overlooked by standard US racial and ethnic classifications. Our analysis shows that Native Hawaiian and Pacific Islander students not only start at a lower reading proficiency than their peers in Grade 3, but the achievement gap widens as they move from Grade 3 to Grade 5. Moreover, we find a strong association between students' third-grade performance and reading achievement growth rate above and beyond all other factors in our longitudinal model. The difference in performance patterns between student subgroups across the elementary grades can serve as an accurate baseline for yearly monitoring. In light of our findings, we discuss implications for policy and practice.
Lecturers’ Experiences of Administering Online Examinations at a South African Open Distance e-Learning University During the COVID-19
covid-19 pandemic digital divide digital skills lecturers’ views online examination...
South Africa, like other countries in the world, went into lockdown due to the Coronavirus disease (COVID-19) which meant closure of venue-based exam centres, university libraries and academic offices for more than three months. This encounter forced higher institutions of learning to review and reconfigure their assessment practices and conduct alternative assessment practises like timed exams, take home exams, randomised multiple-choice examinations and an online portfolio. Over and above that South Africa experienced load shedding (interruptions to electricity supply) and connectivity challenges which impacted the online examinations. This paper explores the experiences of lecturers whilst administering online examination at a South African Open Distance e-Learning university during COVID-19. Data collected from the lecturers who administered online examination through semi-structured interviews. Thematic analyses were used to analyse the data. Lecturers reported on student challenges related to time allocation, exam security, internet connectivity and data access, digital incompetency and support received from the information communication technology (ICT) department. Academics’ reflection suggests that the system and students were not fully prepared and ready to write the online examination. The researchers propose continued technical and technological education and support for academics and students. Therefore, in line with these experiences, it is important to conduct further the research.
Teachers’ Reflection of Students’ Engagement in Online Language Learning: Multi-case Study
efl classroom teachers’ observations online language teaching educators’ perceptions saudi education context...
Learning engagement is one of the most important issues facing online learning, which has many distractions beyond the teacher’s control and management. This study examined teachers’ observations of their students’ engagement in online learning and their efforts to engage them. Teachers can evaluate different factors and conditions that affect students’ perceptions, engagement, motivation, and achievement. Language learning is influenced by several factors, such as teachers’ rapport and interaction with their students, students’ interaction and collaboration, and their engagement with social activities in learning situations. This qualitative multi-case study collected data from five language teachers by semi-structured interviews, teachers’ self-reports, and observational notes about their experiences of students’ engagement in their online lessons. It lasted for 15 teaching weeks in a Saudi intermediate school during the second semester of 2020-2021. The thematic analysis results in four main categories; (a) teachers’ challenges, (b) students’ responsibilities, (c) environment and system, and (d) attitude and excuses. These categories are built on 11 themes that provide insights into the factors, challenges, and threats, which influence learning engagement in online courses for teachers and students. The study recommends some techniques to maintain the learning engagement and provides some suggestions for future research.