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'deep learning' Search Results



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This paper describes a pedagogical framework that teachers can use to support students who are engaged in solving open-ended problems, by explaining how two Japanese expert teachers successfully apply open-ended problems in their mathematics class. The Open-Ended Approach (OPA) framework consists of two main sections: Understanding Mathematical Knowledge and Applying Mathematical Knowledge. The sections were cross-analyzed with students’ responses to provide a comprehensive analysis of how teachers use various techniques to support students. It is proposed that teachers can use this framework to create an environment that promotes learning with open-ended as well as other open problems in their mathematics classroom. The OPA framework can contribute to teacher education, the design of mathematics curricula and to educational research.

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10.12973/eu-jer.4.3.97
Pages: 97-104
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15

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Grolnick and Ryan assume that an autonomy supportive environment leads to higher learner engagement and thus to greater achievements and deeper understanding of content. In school, knowledge acquisition (rote learning as well as conceptual learning) are regarded as most important. In this study, we examined the effects of teachers’ autonomy supportive vs. controlling behavior on knowledge acquisition as measured by reproduction as well as at higher cognitive levels. The sample consisted of seventh graders (N=85; M=12.85 years; SD=1.6 years). One week in advance to the teaching unit, the students were tested for prior knowledge using two knowledge tests. Test 1 used multiple-choice items to address rote learning and Test 2 used an open response format to address conceptual learning. One week after the teaching unit, the same knowledge tests were used to assess the learning outcome. Analysis of the knowledge tests suggests that the students taught in an autonomy supportive environment develop greater conceptual knowledge than those taught in a controlling environment. Rote learning was not affected.

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10.12973/eu-jer.3.4.177
Pages: 177-184
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11

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The first person to learn Turkish as a foreign language is a Chinese woman writing Turkish love letters for her exiled husband in the 4th century. However, we do not know much about how this woman learned Turkish. The known history of teaching Turkish as a Foreign Language goes back to the first concrete material produced for this process. They are usually bilingual dictionaries and the oldest one was written in the 11th century. It is therefore more accurate to say that teaching Turkish as a Foreign Language has a history of nearly a thousand years. The changing educational paradigm since the 20th century has deeply influenced the teaching of language, which was previously carried out in accordance with the grammar – translation method. And, dictionaries ceased to be the main device for language teaching and became a source of complementary materials in learning environment, which has necessitated their re-regulation. Yet, Turkish dictionary authors continue to maintain old habits and produce classical bilingual dictionaries. The bilingual dictionaries, proven to be more helpful on second language teaching, have been used across the world from the 1980s onwards. In this paper, the history of the teaching Turkish as a Foreign Language is briefly explained by taking into consideration the resources used in the second language teaching and then answers are given to the questions "Why should bilingualized dictionaries be used in the teaching Turkish as a Foreign Language" and "How should two bilingual dictionaries be prepared?".

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10.12973/eu-jer.7.2.319
Pages: 319-327
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302
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708
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0

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2

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The aim of this study is to explain and predict prospective preschool teachers’ academic achievements depending on goal orientations they adopt, their critical thinking dispositions and self-regulation skills. Research sample constitutes of 265 prospective preschool teachers attending the Faculty of Educational Sciences in Cukurova University. Research data were collected with the 2x2Achievement Goal Orientations Scale, Self-Regulation Questionnaire and Critical Thinking Disposition Scale. Demographical information about prospective teachers’ gender, age, grade level and academic grade point averages were obtained with the personal information form. For the analysis of research data, One-Way Analysis of Variance (ANOVA) and discriminant analysis were used. In this study; it was concluded that prospective teachers with high level of learning approach orientation, critical thinking disposition and self-regulation skills had higher levels of academic achievement. However, it was determined that distinguishing variables among prospective preschool teachers with low, medium and high level of academic achievement included learning approach, performance approach goal orientation and critical thinking disposition and self-regulation skills. Correct classification percentage of distinguishing variables according to prospective preschool teachers’ levels of academic achievement was determined as 48.8%. Considering the fact that prospective teachers’ achievement-goal orientations, critical thinking dispositions and self-regulation skills may increase their academic achievement and shape their future teaching performances, it is suggested to implement programs that will contribute to the development of such skills and orientations among prospective preschool teachers.

description Abstract
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10.12973/eu-jer.7.3.601
Pages: 601-613
cloud_download 713
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713
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932
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13

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12

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The inorganic chemistry is one of the essential courses in the education of pre-service chemistry teachers. This study investigates the differences between the adopted learning approaches and achievements of Turkish pre-service chemistry teachers' who received the inorganic chemistry course from the same lecturer. The purposes of this study are to explore the relationship between the inorganic chemistry achievements and the adopted learning approaches of pre-service chemistry teachers and to examine the effect of their learning approaches on their inorganic chemistry achievements. This study was conducted with 127 pre-service chemistry teachers from the Department of Chemistry Education at one of the public university in Turkey. “The Study Process Questionnaire” and “The Inorganic Chemistry Achievement Exams” were used as the data collection tools. The descriptive statistics and chi-square test were used for the data analysis. The results of the study displayed that (1) there is a significant relationship between the pre-service chemistry teachers’ inorganic chemistry achievement and their learning approach; (2) their learning approach has 34 % effect on their inorganic chemistry achievements according to Somers'd value.

description Abstract
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10.12973/eu-jer.7.3.731
Pages: 731-738
cloud_download 511
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511
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962
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2

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0

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This study aims to assess the effects of teaching programming with mBlock on self-efficacy perceptions and attitudes considering programming. Particularly, this study tries to research whether there is a gender difference in middle school students or not. The study was conducted in pre-test/post-test quasi experimental design. The participants of the study which was completed in twelve weeks were 82 middle school students. The data were collected through “Educational Computer Games Assisted Learning Coding Attitude Scale” and “Computer Programming Self-efficacy Scale”. The results of the research indicate that although the self-efficacy perceptions of boys towards programming were higher than the girls’ at the beginning of the research, this difference was closed at the end of the research. The results also show that teaching programming with mBlock to middle school students did not cause gender differences in self-efficacy perceptions and attitudes regarding programming. Although girls’ attitudes regarding programming were slightly higher than boys’, the difference was not considered to be significant. In addition, it was found that programming with mBlock significantly increased students' self-efficacy perceptions and attitudes towards programming. As a result, teaching programming with mBlock can provide similar possibilities for both genders in self-efficacy perceptions and attitudes regarding programming.

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10.12973/eu-jer.7.4.925
Pages: 925-933
cloud_download 618
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618
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873
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26

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The aim of the present study was to figure out whether university students’ learning approaches were shaped via their achievement goal orientations, academic self-efficacy and hope or not. The other objective was to examine if these psychological constructs varied in accordance with the demographic variables including gender, age and class level. 332 undergraduates from two different universities who were in the year of junior and senior participated in the study. The Achievement Goal Orientations Scale, the Academic Self-Efficacy Scale, the Dispositional Hope Scale and the Demographic Form were utilized to reveal the predictive power of these constructs on their learning attitudes measured by the Revised Two-Factor Study Process Questionnaire. Multiple linear regression analysis indicated that learning goal orientation was a pivotal predictor of both deep and surface approach to learning. Academic self-efficacy and hope were the crucial precursors of deep approach while performance-avoidance goal inclination was a considerable predictor of surface approach. Independent samples t-test analysis displayed that the female undergraduates were superior to the male ones in terms of the learning goal tendency. And the students (20 to 22 aged) demonstrated higher scores on the same variable than the other ones (23 to 25 aged). On the basis of class level, there were no significant differences in the scores of achievement goal orientations, academic self-efficacy, hope and learning approaches. The results pointed out the fact that such concepts pertinent to an undergraduate’s academic performance could be viewed as distinctive features engendering different learning attitudes toward scholastic training.

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10.12973/eu-jer.8.1.99
Pages: 99-106
cloud_download 686
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686
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860
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11

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11

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

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10.12973/eu-jer.7.1.121
Pages: 121-132
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456
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1064
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5

Improving the Quality of Teaching Internships with the Help of the Platforms

teaching internship platforms motivation collaboration higher education

Cristobal Ballesteros-Regana , Carmen Siles-Rojas , Carlos Hervas-Gomez , Maria Dolores Diaz-Noguera


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This article presents an empirical study on the perceptions of university students toward the development of the teaching practicum, using the CourseSites platform as a communication and support tool for their training. The opinions of the students were collected through a questionnaire. The sample consisted of 1500 students who were registered in the degrees of Early Childhood Education, Primary Education and Pedagogy (2008-2018). A descriptive, inferential and multi-level analysis was conducted, which confirmed that future teachers had activated their professional competences, as they had the chance to share their internship experiences with their faculty members and with their own classmates.

description Abstract
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10.12973/eu-jer.8.4.1101
Pages: 1101-1114
cloud_download 7740
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7740
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10305
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6

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8

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The objective of this research is to describe the practice of mindful leadership at the IABS - Plum Village Buddhist Monastery Upper Hamlet, France, looking at the abbot's pattern and role in developing and managing the Institute of Advanced Buddhist Studies and the monastery. This research uses the approach of qualitative research with the method of a single case study. The research data collection uses the techniques of observation, interview, and documentation study. The research procedure used in this research consists of several research steps utilizing the case study method of Robert K. Yin: research planning, research design, research preparation, research data collection, research data analysis, and doing the research report. The research analysis is done by pattern matching. The data validity testing through data source triangulation and technique triangulation. The result of this research shows that mindful leadership can develop the ability to develop compassion and attention without judgment. The study shows that a leader has compassion towards global issues and can accept with openness. A leader who practices mindfulness for a long time can direct towards openness of one’s self to others. The leader can lead with compassion and care and also understand hi members well. The ability to develop this compassion shows the ability to listen without judgment, not blame, and not discriminate.

description Abstract
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10.12973/eu-jer.9.1.51
Pages: 51-65
cloud_download 1467
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1467
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1172
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6

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4

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This study aims to examine and describe the effect of the community of inquiry (CoI) learning model and learning styles on students' social skills. The sample used was a student of the faculty of education IAIM Bima Indonesian totaling 114 people, consisting of two experimental groups with 56 students and two control groups were 58 students. The community of inquiry (CoI) learning model was applied in the experimental group whereas the control group applied a cooperative learning model (comparison). This research is a quasi-experiment in which the analysis of prerequisites is applied; normality used the normality QQ plot and homogeneity of variance test used Levene’s test. Research data were analyzed by applying the Analysis of Variance (ANOVA). The results of show that there are significant differences in the social skills of students who use the community of inquiry (CoI) learning model with cooperative learning model, there are differences in social skills of students in terms of the dimensions of learning styles of visual, auditory and kinesthetic, there is also an interaction between community of inquiry (CoI) learning model and learning styles on students' social skills.

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10.12973/eu-jer.9.2.569
Pages: 569-578
cloud_download 1085
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1085
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905
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5

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4

South Kalimantan Local Wisdom-Based Biology Learning Model

biodiversity material biology learning tools south kalimantan local wisdom

Siti Ramdiah , A. Abidinsyah , Muhammad Royani , H. Husamah , Ahmad Fauzi


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The objectives of this study were to analyze the validity, practicality, and effectiveness of South Kalimantan local wisdom-based biology learning and its effect on student learning outcomes. The research method used is research and development. This research was in a Develop stage of Thiagarajan’s Model. This development has produced learning models (lesson plans, student’s worksheet, learning achievement test questions, teacher activity sheets, student activity sheets, and student response sheets). The local wisdom-based learning model were designed with seven stages using Banjar language (regional language of South Kalimantan). Model that have been developed were tested for the level of validity, practicality, effectiveness, and its effect in learning. The level of validity is determined based on the assessment and review of the four validators. To find out the effectiveness and the effect of the learning model, quasi-experimental design was applied by involving two classes at SMAN 7 Banjarmasin-Indonesia. Data were collected using a variety of instruments, namely the validity assessment sheet, the student’s worksheet and lesson plan sheets, student achievement test questions, and student response sheets. Data analysis was implemented to measure the effectiveness and the effect of learning by calculating n-Gain and ANCOVA, respectively. The results, the learning tools met the "valid" criteria so that it can be implemented. Learning also concluded having good practicality criteria. Moreover, it can be seen that the application of local wisdom-based learning model and tools was quite effective in improving student learning outcomes, in contrast to learning in the control class. Furthermore, ANCOVA test concluded that there were significant differences in learning outcomes between students in the experimental and the control class.

description Abstract
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10.12973/eu-jer.9.2.639
Pages: 639-653
cloud_download 1056
visibility 1049
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1056
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1049
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17

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10

The Role of Eco-School Program (Adiwiyata) towards Environmental Literacy of High School Students

adiwiyata eco-school environment literacy msels

N. Nurwidodo , Mohamad Amin , I. Ibrohim , S. Sueb


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This study was intended to display the role of eco-school program (Adiwiyata) towards environtmental literacy (EL) of high school students by analyzing, (a) EL of students in Adiwiyata and non-Adiwiyata high schools, and (b) EL of students in Grade X and XI, Adiwiya and non-Adiwiyata high schools in Malang-East Java, Indonesia. The survey involved 275 students. The respondents were from four state high school i.e. SMAN 1, SMAN 3, SMAN 4, and SMAN 7. Data were taken via MSELS questionnaire that was modified and filled online. Aspects of EL include ecological knowledge, environmental affect, cognitive skills, and behavior. The results of multivariate analysis showed that the level of students’ EL was significantly influenced by school type and grade. However, the interaction both of them had no significant effect on their EL. Univariate results on school type factor informed that significant differences occured in all aspects of EL, where the lower identified level of students in Adiwiyata schools compared to Non-Adiwiyata was only in the environmental affect. On the other hand, the significant influence of grade level only occurred in cognitive skills aspect. Broadly speaking, all data analyzes concluded that the application of the Adiwiyata program was able to bring a positive impact on the level of students’ EL. There was also a tendency that the higher the student's grade, the better their EL level.

description Abstract
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10.12973/eu-jer.9.3.1089
Pages: 1089-1103
cloud_download 1319
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26
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1319
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1073
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26

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24

Primary School Students’ Creative Thinking Skills in Mathematics Problem Solving

mathematics problem solving creative thinking primary students

Erna Yayuk , Purwanto , Abdur Rahman As’ari , Subanji


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This study aims to analyze students’ creative thinking skills in answering the problem-solving questions. This study employs qualitative design, involving 110 fifth graders in Malang Municipality and Regency as the subjects. The obtained data were analyzed using the descriptive-explorative approach. The findings reveal that the high-achievers in Mathematics showed good skills in the aspects of fluency and flexibility, but were still struggling in the novelty aspect.  The average-achievers showed good skills in flexibility aspects but were lacking in the fluency and novelty aspects. They showed an understanding of Mathematics problems but found it difficult to decide the solving strategies, and thus their answers were lacking in structure and less systematic. When solving a problem, the calculation made seemed rushing, was less careful, and frequented with trial and error strategy. The low-achievers showed difficulties in understanding the problems. Their answers were not systematic, not well-structured, and not detailed. This indicates that the low-achievers had not shown creative thinking skills in fluency, flexibility, and novelty aspects.

description Abstract
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10.12973/eu-jer.9.3.1281
Pages: 1281-1295
cloud_download 1388
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1388
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1120
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17

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15

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Current research on self-efficacy beliefs of interdisciplinary science teaching indicates shortcomings in facing recent teaching challenges in secondary education and corresponding valid instruments. Thus, we designed the Self-Efficacy Beliefs of Interdisciplinary Science Teaching (SElf-ST) instrument based on a pedagogical content knowledge model for science teaching. We ensured the factorial validity of ten factors. To bring construct validity down to a round figure, we examined convergent and divergent validity in this paper. For answering the overall research question regarding arguments for the convergent and divergent validity of the interpretation of the SElf-ST instrument’s test values (and related hypotheses), we analyzed data of pre-service, trainee, and in-service biology, chemistry, and physics teachers (n = 590) in a cross-sectional study. While the strong latent correlations of the ten SElf-ST factors with self-efficacy beliefs of interdisciplinary science teaching in primary education (r = 0.40 – 0.63, p < 0.01) indicate convergent validity, the rather weak correlations with self-efficacy beliefs of general teaching (r = 0.17 – 0.54, p < 0.01), self-rated content knowledge in science (r = 0.13 – 0.40, p < 0.01), and perceived stress (r = -0.13 – -0.19, p < 0.01) support different divergent validity intensities. Thus, assumed relations within the nomological net surrounding the self-efficacy beliefs of interdisciplinary science teaching construct were confirmed for secondary education. In sum, we shed light on a rarely explored aspect of construct validity in science education research regarding self-efficacy beliefs. Doing so, we gained strong arguments that the SElf-ST instrument’s test values can serve as indicators of self-efficacy beliefs of interdisciplinary science teaching in secondary education.

description Abstract
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10.12973/eu-jer.9.4.1435
Pages: 1435-1453
cloud_download 547
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7
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547
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698
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7

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5

Approaches to Cultivating Healthy Behaviours in Tertiary Students: Systemic Review

higher education; healthy behaviours; pedagogics; psychology; public health policy and healthy lifestyle management

Valentyna I. Bobrytska , Tatiana D. Reva , Nataliia А. Beseda , Larysa V. Filippova


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The purpose of the study was to identify the interventions used as approaches to cultivate healthy behaviours in undergraduate students and assess the effectiveness of those approaches. This was qualitative research. The design of the study was organised into three stages such as the search and selection stage, validation and assessment stage, and the interpretation stage. The originally designed Critical Appraisal Checklist was used by the research team members. The Triangular Assessment Method was used by the involved experts in pedagogics in the field of health education, psychology in the field of healthcare and health promotion, and experts in public health policy and healthy lifestyle management. The review provided a list of feasible approaches that can be combined to make the models that might increase the effectiveness of the process of cultivating healthy behaviours in tertiary students. These approaches were found to be the cross-domain solution seen as flexible. The specified approaches are easily combined with other ones. The use of these approaches in combination with the other approaches creates the models that can increase the effectiveness of the process of cultivating healthy behaviours in the students. The findings imply that healthy behaviour is a complex phenomenon that requires a consistent, multi-facet, and prolonged influence.

description Abstract
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10.12973/eu-jer.9.4.1649
Pages: 1649-1661
cloud_download 422
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422
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606
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2

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4

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Lessons on Satoyama environmental education were held for undergraduate students who are training to be educators. The lessons blend inquiry-based learning through research using ICT tools and experiential learning in a complementary manner. Students learn about the underlying concepts about the environment from a global perspective through inquiry-based learning; experiential learning can encourage students to get involved with the environment at the local level and also develop abilities and skills to conduct classes in environmental education. This paper investigated how the lessons influenced the students in these areas: knowledge of technical terms related to Satoyama environmental education, students’ confidence and desire to engage in environmental education, and how awareness of their own abilities were improved through the lessons. To understand the impact of the lessons quantitatively, survey contents of the subjective awareness etc. were printed on A4 paper medium and were distributed. The medium were collected after filling them during class. The data are analyzed using Wilcoxon signed-rank test, Wilcoxon rank sum test, and cluster analysis. As a result, overall recognition of technical terms increases on post-survey. There is an increase in the mean score for all items on confidence and desire to engage in environmental education. For the awareness on abilities, students feel that their abilities increased overall across all items.

description Abstract
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10.12973/eu-jer.9.4.1663
Pages: 1663-1674
cloud_download 275
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275
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1101
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4

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4

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The present study aimed to provide a digital story development experience for pre-service science teachers in the “instructional technologies and material development” course and to determine the impact of these experiences on their views on digital storytelling. Simultaneous parallel design, one of the mixed methods in which both quantitative and qualitative data were collected, was used in the study. Quantitative and qualitative findings are presented in different sections and both were interpreted in the discussion section. The quantitative study data were collected from 50 pre-service teachers, while the qualitative data were collected from 16 pre-service teachers. Quantitative data were collected by a survey and the qualitative data were collected in interviews. Descriptive/inferential statistics were employed in the analysis of the survey data. The steps of the analysis, coding, and categorization were adopted in the study for qualitative data. The positive effect of digital storytelling on the 21st-century skills of pre-service teachers was revealed by both quantitative and qualitative data. Furthermore, it was determined that pre-service teachers considered digital storytelling as advantageous since it provided meaningful and permanent learning, was fun and motivational; however, it also had disadvantages since it was time-consuming and required technological knowledge. It was revealed that they experienced certain difficulties in scriptwriting, finding the related images/videos and photographs, and finalizing the recording, and they considered that most, if not all, topics in the science course were suitable for digital storytelling. For pre-service teachers to acquire 21st-century skills, digital storytelling should be employed in several courses including the teaching practice course, and pre-service teachers should gain experience in preparing the students for digital storytelling.

description Abstract
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10.12973/eu-jer.10.1.97
Pages: 97-113
cloud_download 1476
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21
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1476
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21

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15

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Transcript Based Lesson Analysis (TBLA) is a transcript-based learning analysis method developed at Nagoya University, Japan. This new method is believed to justify the success of instructional design planned by the teacher. So far, the success of learning design has been reflected in student learning outcomes, even though the learning outcome data are not sufficient to provide an overview of the actual classroom conditions. This study aims to analyse the communication patterns in learning Chemistry using the TBLA method. This research is a descriptive qualitative study that analysed the lesson of Chemical Bonds and Carbon Atoms Characteristics, which were conducted in two Senior High Schools in South Kalimantan, Indonesia. The data were collected using observation and documentation study. The lessons recorded using cameras and camcorders devices were transcribed and analysed using the Excel program based on the number of words spoken by teachers and students and the frequency of keywords in learning chemistry. The data were transformed into graphs. The results showed that analysis using TBLA provided integrated information about communication patterns and classroom quality. In these two classes, communication pattern occurs in Chemistry learning was teacher-student interaction only. The multi-ways transactions pattern has not occurred. The low quality of teacher questions and the incomplete deep learning phase in learning chemistry caused the expected multi-directional transaction communication has not been conducted. The result implies that TBLA is an effective tool to reflect on teacher practices and improve their teaching process for better instructional practices.

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10.12973/eu-jer.10.2.975
Pages: 975-987
cloud_download 850
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850
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640
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4

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4

Enhancing Scientific Discovery Learning by Just-in-Time Prompts in a Simulation-Assisted Inquiry Environment

guidance inquiry learning prompts simulation

Shiva Hajian , Misha Jain , Arita L. Liu , Teeba Obaid , Mari Fukuda , Philip H. Winne , John C. Nesbit


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We investigated the effects of just-in-time guidance at various stages of inquiry learning by novice learners. Thirteen participants, randomly assigned to an intervention (n = 8) or control (n = 5) group, were observed as they learned about DC electric circuits using a web-based simulation. Just-in-time instructional prompts to observe, predict, explain, systematically test, collect evidence, and generate rules were strongly associated with diagnosing and correcting misconceptions, and constructing correct scientific concepts. Students’ repeated use of predictions, systematic testing, and evidence-coordinated reasoning often led to formulating new principles, generalizing from observed patterns, verifying comprehension, and experiencing “Aha!” moments. Just-in-time prompts helped learners manage embedded cognitive challenges in inquiry tasks, achieve a comprehensive understanding of the model represented in the simulation, and show significantly higher knowledge gain. Just-in-time prompts also promoted rejection of incorrect models of inquiry and construction of robust scientific mental models. The results suggest ways of customizing guidance to promote scientific learning within simulation environments.

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10.12973/eu-jer.10.2.989
Pages: 989-1007
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490
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570
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5

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4

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