This study investigated the effects of modeling activities using virtual environments and concrete objects on sixth grade students' spatial thinking and mental rotation skills. Students were assigned to two experimental groups that developed models using either a virtual environment or concrete objects, and a control group. Pre- and post-tests were administered to assess spatial thinking and mental rotation skills. The results showed that the spatial thinking skills of the group using concrete objects improved more than the other groups, while the mental rotation skills of the virtual environment group improved more than the others. The study suggests that using both approaches together may be most effective for developing spatial skills.
EFFECTIVENESS OF INTEGRATING RIDDLES IN TEACHING MATHEMATICS AMONG VIII STAND...Thiyagu K
Mathematics is considered as dry subject and students do not find anything interesting in it. This impression about Mathematics can be reversed with the help of recreational activities in Mathematics. The present study tries to find out the effectiveness of integrating riddles in teaching mathematics among eighth standard students. Two equivalent group experimental-designs are employed for this study. The investigator has chosen 40 eighth standard students for the study. According to the scoring of pre-test, 20 students were chosen as control group and 20 students were chosen as experimental group. Finally the investigator concludes; (a) There is a significant difference between the means of students thought through conventional method and puzzles and riddles way of learning group. (b) There is a significant difference between the means of the Post-Test scores of control group and experimental group students with respect to the knowledge, understanding and application objectives.
This study aims to develop the teacher's perceptions of critical thinking in science learning in elementary schools. The samples in this study were 50 elementary school teachers in Central Java. Selection of samples employed convenience sampling. The instruments in this study used a modified Likert Scale. The validity tests used in this research were content validity and construct validity. Content validity was measured using CVR (Content Validity Ratio) and construct validity was measured using EFA (Exploratory Factor Analysis). By using SPSS, reliability estimation was obtained with the Cronbach Alpha formula 0.83 and it can be stated that the instruments for evaluating teacher perceptions of critical thinking in science learning are reliable.
Practicality and Effectiveness of Student’ Worksheets Based on Ethno science ...IJAEMSJORNAL
Generally, the learning process in classes still used worksheets that does not link the matter and instructional topics with local knowledge of local area. Though it is able to increase the students' conceptual understanding of the specific physics topics. This study aimed to analyze the practicality and effectiveness student’ worksheet based on Ethno science in improving student understanding of rigid body’ concept. The study used a quasi-experimental with pretest-post test control group design. The sample was students’ senior high school in Lampung’ province, Indonesia. The sampling technique used simple random sampling technique. Data were obtain through the questionnaire, responses of teachers and students, and test of learning outcome in multiple choice questions reasoned type. Data were analyzed by percentage, N-gain, and effect size. The results showed that student worksheet based on Ethno science was practically using in learning and effective in improving conceptual understanding which is indicated by the differences in test results between the control and the experimental class.
The Effect of STEM Project Based Learning on Self-Efficacy among High-School ...Nader Ale Ebrahim
Science, Technology, Engineering and Mathematics (STEM) Project-Based Learning (PjBL) is increase effectiveness, create meaningful learning and influence student attitudes in future career pursuit. There are several studies in the literature reporting different aspects of STEM into a PjBL pedagogy. However, the effect of implementing STEM PjBL in terms of improving students’ skills in self-efficacy levels in physics mechanics at high school level has not been demonstrated as expected in the previous literature. This study followed a quasi-experimental research method. Bandura’s social cognitive theory is used to assess and compare the effect of STEM PjBL with conventional teaching method on students’ self-efficacy level in learning physics among over 100 high school students. The result illustrated that STEM PjBL improve students’ self-efficacy to solve physics problem. Also, the study proposes a guideline for future research.
TEACHER BEHAVIOUR AS PERCEIVED BY HIGHER SECONDARY COMPUTER SCIENCE STUDENTS ...Thiyagu K
Computer science is one of the subjects being taught at higher secondary
level catering the needs of basic knowledge and skills to fulfill the requirements at
higher education level (Joseph F. Callahan.1977). Moreover, the subject -
computer science - commands the attention of all the people of the globe. The fact
is that most of the students feel very difficult in learning computer science. Hence,
the computer science teachers are expected to be more competent and effective in
their profession. The main aim of the study is to find out the level of teacher
behaviour as perceived by higher secondary computer science students and to find
out the level of achievement in computer science of higher secondary computer
science students. The investigator used the survey method for the present study.
The sample for the present study consisted of 300 higher secondary computer
science students studying in four different schools of Tuticorin District. The
investigator used the Teacher Behaviour Scale prepared and validated by S.
Arockiasamy (2004). The findings of the study were more than 67% of higher
secondary computer science students have recorded their neutral perception on the
teacher behaviour of their respective teachers. The male and female higher
secondary computer science students differ significantly in their perception on
teacher behaviour in total and in the dimensions - questioning and class
management. And no significant relationship is found between the perception of
higher secondary computer science students on teacher behaviour in total and their
achievement in computer science.
Designing an Innovative Assessment of HOTS in the Science Learning for the 21...Md. Mehadi Rahman
Science learning in the 21st century should develop the abilities of the students to find solutions to the problems. This task requires a set of skills called Higher Order Thinking
Skills (HOTS) and innovative assessment should be designed to gauge the acquisition of these skills. Thus, this study aimed to create an innovative HOTS-based assessment tool in
science learning. It entailed a method following the research and development model. It covered the topic of genetics and involved biology experts and junior high school students.
The result initially showed that the assessment tool has high content validity. It further revealed that the items have a high-reliability index and they loaded on components based
on the three HOTS intended for the test. Thus, this paper concludes that the HOTS-based assessment tool is a good classroom test to gauge the science learning of the students.
In the discovery with models method identification relationships among students behaviors and characteristics or contextual variables are key applications.
This research is aimed at developing a learning model that encourages the skills of analytical thinking in science. The method used is research and development. The result is the ICAE (Incubation, Collection of data, Analysis, and Evaluation) model that promotes analytical thinking skills. Results of normalized gain tests show that the gain score is 0.28, which indicates that the ICAE learning model positively affects students’ analytical thinking, even though still within the lower category. The ICAE model also promotes the skills of analytical thinking in science and it has gained positive response from students.
EFFECTIVENESS OF INTEGRATING RIDDLES IN TEACHING MATHEMATICS AMONG VIII STAND...Thiyagu K
Mathematics is considered as dry subject and students do not find anything interesting in it. This impression about Mathematics can be reversed with the help of recreational activities in Mathematics. The present study tries to find out the effectiveness of integrating riddles in teaching mathematics among eighth standard students. Two equivalent group experimental-designs are employed for this study. The investigator has chosen 40 eighth standard students for the study. According to the scoring of pre-test, 20 students were chosen as control group and 20 students were chosen as experimental group. Finally the investigator concludes; (a) There is a significant difference between the means of students thought through conventional method and puzzles and riddles way of learning group. (b) There is a significant difference between the means of the Post-Test scores of control group and experimental group students with respect to the knowledge, understanding and application objectives.
This study aims to develop the teacher's perceptions of critical thinking in science learning in elementary schools. The samples in this study were 50 elementary school teachers in Central Java. Selection of samples employed convenience sampling. The instruments in this study used a modified Likert Scale. The validity tests used in this research were content validity and construct validity. Content validity was measured using CVR (Content Validity Ratio) and construct validity was measured using EFA (Exploratory Factor Analysis). By using SPSS, reliability estimation was obtained with the Cronbach Alpha formula 0.83 and it can be stated that the instruments for evaluating teacher perceptions of critical thinking in science learning are reliable.
Practicality and Effectiveness of Student’ Worksheets Based on Ethno science ...IJAEMSJORNAL
Generally, the learning process in classes still used worksheets that does not link the matter and instructional topics with local knowledge of local area. Though it is able to increase the students' conceptual understanding of the specific physics topics. This study aimed to analyze the practicality and effectiveness student’ worksheet based on Ethno science in improving student understanding of rigid body’ concept. The study used a quasi-experimental with pretest-post test control group design. The sample was students’ senior high school in Lampung’ province, Indonesia. The sampling technique used simple random sampling technique. Data were obtain through the questionnaire, responses of teachers and students, and test of learning outcome in multiple choice questions reasoned type. Data were analyzed by percentage, N-gain, and effect size. The results showed that student worksheet based on Ethno science was practically using in learning and effective in improving conceptual understanding which is indicated by the differences in test results between the control and the experimental class.
The Effect of STEM Project Based Learning on Self-Efficacy among High-School ...Nader Ale Ebrahim
Science, Technology, Engineering and Mathematics (STEM) Project-Based Learning (PjBL) is increase effectiveness, create meaningful learning and influence student attitudes in future career pursuit. There are several studies in the literature reporting different aspects of STEM into a PjBL pedagogy. However, the effect of implementing STEM PjBL in terms of improving students’ skills in self-efficacy levels in physics mechanics at high school level has not been demonstrated as expected in the previous literature. This study followed a quasi-experimental research method. Bandura’s social cognitive theory is used to assess and compare the effect of STEM PjBL with conventional teaching method on students’ self-efficacy level in learning physics among over 100 high school students. The result illustrated that STEM PjBL improve students’ self-efficacy to solve physics problem. Also, the study proposes a guideline for future research.
TEACHER BEHAVIOUR AS PERCEIVED BY HIGHER SECONDARY COMPUTER SCIENCE STUDENTS ...Thiyagu K
Computer science is one of the subjects being taught at higher secondary
level catering the needs of basic knowledge and skills to fulfill the requirements at
higher education level (Joseph F. Callahan.1977). Moreover, the subject -
computer science - commands the attention of all the people of the globe. The fact
is that most of the students feel very difficult in learning computer science. Hence,
the computer science teachers are expected to be more competent and effective in
their profession. The main aim of the study is to find out the level of teacher
behaviour as perceived by higher secondary computer science students and to find
out the level of achievement in computer science of higher secondary computer
science students. The investigator used the survey method for the present study.
The sample for the present study consisted of 300 higher secondary computer
science students studying in four different schools of Tuticorin District. The
investigator used the Teacher Behaviour Scale prepared and validated by S.
Arockiasamy (2004). The findings of the study were more than 67% of higher
secondary computer science students have recorded their neutral perception on the
teacher behaviour of their respective teachers. The male and female higher
secondary computer science students differ significantly in their perception on
teacher behaviour in total and in the dimensions - questioning and class
management. And no significant relationship is found between the perception of
higher secondary computer science students on teacher behaviour in total and their
achievement in computer science.
Designing an Innovative Assessment of HOTS in the Science Learning for the 21...Md. Mehadi Rahman
Science learning in the 21st century should develop the abilities of the students to find solutions to the problems. This task requires a set of skills called Higher Order Thinking
Skills (HOTS) and innovative assessment should be designed to gauge the acquisition of these skills. Thus, this study aimed to create an innovative HOTS-based assessment tool in
science learning. It entailed a method following the research and development model. It covered the topic of genetics and involved biology experts and junior high school students.
The result initially showed that the assessment tool has high content validity. It further revealed that the items have a high-reliability index and they loaded on components based
on the three HOTS intended for the test. Thus, this paper concludes that the HOTS-based assessment tool is a good classroom test to gauge the science learning of the students.
In the discovery with models method identification relationships among students behaviors and characteristics or contextual variables are key applications.
This research is aimed at developing a learning model that encourages the skills of analytical thinking in science. The method used is research and development. The result is the ICAE (Incubation, Collection of data, Analysis, and Evaluation) model that promotes analytical thinking skills. Results of normalized gain tests show that the gain score is 0.28, which indicates that the ICAE learning model positively affects students’ analytical thinking, even though still within the lower category. The ICAE model also promotes the skills of analytical thinking in science and it has gained positive response from students.
Seminar University of Loughborough: Using technology to support mathematics e...Christian Bokhove
I WILL ADD THE REFERENCES IN DUE TIME
Christian received his PhD in 2011 at Utrecht University and is lecturer at the University of Southampton. In this talk Christian will present a wide spectrum of research initiatives that all involve the use of technology to support mathematics education itself and research into mathematics education. It will cover (i) design principles for algebra software, with an emphasis on automated feedback, (ii) the evolution from fragmented technology to coherent digital books, (iii) the use of technology to measure and develop Mental Rotation Skills, and (iv) the use of computer science techniques to study the development of mathematics education policy.
The Influence of Flipped Learning on Attitudes of Students towards Technology...inventionjournals
The basic aim of this study is to determine the influence of Flipped learning on attitudes of students towards technology in the 8th grade math lesson. The workgroup of this study is consisted of the 8th grade students of Mithatpaşa Secondary School that is in the centre of Giresun. Two of the 5 eighth grade classes were included in the study. One of the classes that has 32 students is determined as the experimental group and the other class that has 30 students is determined as the control group. In the study, in the forming of the both experimental and control groups, „rendom sampling method‟ that is one of the probability based sampling methods was used. The findings were collected by using both qualitative and quantitative data collection tools. Before-after application in the quantitative size, to determine the attitudes of students towards technology „The Turkey version of students‟ attitudes scale towards technology (PATT-TR)‟ that has 24 items and that was developed by Yurdagül and Aşkar (2008) was applied to the experimental and control groups. During the application, videos that are appropriate for the lesson content were prepared for the experimental group which was determined as flipped classroom and these videos were uploded to „Education information Network‟ by the teacher. Finally, at the end of the qualitative practice, qualitative data were collected by usingsemi-structured interview form and using document analysis developed by Koç (2016)
The research has been carried out at the Islamic junior high school of East Lampung to determine the effectiveness of the Connecting, Organizing, Reflecting, and Extending (CORE) learning model on students’ creative thinking skills on sound waves topic. The research method used was a quasi-experimental design with Non-Equivalent Control Group Design. Data on creative thinking skill were collected using essay test instrument. This research was conducted on the eighth-grade students of an Islamic senior high school in East Lampung with a sample of 60 students taken by using purposive sampling technique. Based on the Effect Size test, the effectiveness value of the CORE model on students’ creative thinking skills are 0.48 which is in the medium category. These results prove that the CORE learning model is effective in enhancing students’ creative thinking skills on sound wave material. This study also provides a storyboard on how to apply an effective CORE model to improve students’ creative thinking abilities.
· Write a brief (one paragraph) summary for each reading.· · RLesleyWhitesidefv
· Write a brief (one paragraph) summary for each reading.
·
· Respond to any one of the following reflective prompts and respond.
· McLaughlin et al. (2013) discuss ways in which to summatively assess student learning using performance-based assessment tasks. When students are tasked with designing and building simple machines, what is actually being assessed during these tasks? As you consider using performance-based assessment tasks in your future instruction, what are some advantages compared to traditional assessments (e.g., paper and pencil tests)? What are some disadvantages of using performance-based assessments? Describe how you might use a summative performance-based assessment in Field Assignment 2, being specific about what you are assessing (e.g., science topic, science skill).
· Castaneda and Bautista (2011) address growing concerns of assessment surrounding ELLs, focusing on the need to evaluate students based on their level of language proficiency. This is rooted in the need to differentiate not only our instruction, but our assessments. In order to do this, the authors propose four strategies. Consider your future teaching and describe how you plan to address each of these four strategies to assess your ELL students based on their level of language proficiency. To contextualize your response, focus on your upcoming Field Assignment 2 - describe your assessment plan for ELLs for that particular lesson.
3 PARAGRAPHS TOTAL
1 page
A fourth-grade
lesson on simple
machines integrates
performance
assessment tasks.
More and more science teachers are integrating perfor-mance assessment tasks into their lessons. These tasks are a means of assessing conceptual understanding while
providing students with various opportunities to demonstrate
learning outcomes. Performance assessment tasks typically
engage students in authentic, real-world, hands-on learning
situations and impose high cognitive demands resulting in
meaningful learning (Darling-Hammond 2004). Information
gleaned from performance assessments not only support sci-
ence teachers’ understandings of the strengths and weaknesses
of the students but also guide their instruction in ways that will
develop the knowledge and mental skills required to construct
appropriate mental models for authentic performance situa-
tions. Performance assessment tasks comprise a performance
that may be observed and/or a tangible product that may be
examined (Bass, Contant, and Carin 2009). Examples include
oral presentations, debates, exhibits, written products, con-
struction of models, and solutions to problems. In creating ef-
fective performance tasks, science teachers should consider the
following factors: the focus of the task, the context of the task,
directions provided for the students and the rubric used for as-
sessment. The focus of the assessment task should be closely
aligned with the learning objectives and the context should
provide a background and a que ...
Development and Evaluation of Concept Maps as Viable Educational Technology t...paperpublications3
Abstract: This study had developed and evaluated concept maps as viable educational technology to facilitate learning and assessment. The development process concluded upon establishing validity and reliability. These maps were classified into two: concept maps to facilitate learning; and, fill-in-the-maps to facilitate assessment. A one group pre-test-posttest pre-experimental design was employed. Fill-in-the-maps were utilized for unit pre-tests and posttests. Complete concept maps were used to facilitate learning. For midterm examination, students were given composition as basis for constructing concept map. For final examination, students were provided concept maps to write their own composition. Rubrics were used to assess students’ outputs. z-test for correlated means showed significant increases of Mean Percentage Score (MPS) from pre-test to posttest. The overall posttest result was correlated with those of objective, fill-in-the-map, map construction and composition writing. Significant correlations were observed. Results accentuated that concept maps can be developed and evaluated to facilitate learning and assessment.
The aim of the project is the construction of a battery of scales (SGE) enabling a comprehensive diagnosis of psychological readiness of teachers and prospective teachers to create an effective e-learning environment.
The project constitutes an attempt to meet current and, at the same time, urgent socio-educational needs. To this end, it will provide a diagnostic tool of a high psychometric quality that will enable a comprehensive diagnosis of psychological readiness to create an effective e-education environment. The application of the battery of scales SGE will make it possible to design accurate processes connected with safe introduction of e-learning to the Polish education system (both at the lower and higher level). Studies conducted in this filed will enable identification of specific needs and resources in the sphere of teachers’ psychological readiness and, thanks to that, a more precise and accurate organization of actions supporting professional development of teachers. As a consequence, these will be actions that will reduce the risk of psychosocial threats connected with an incorrect introduction of e-education, and that will increase benefits associated with using a new method of work both for the teacher him-/herself and for the student, as well as for the whole school and outside of school environment.
The project is of both (a) psychometric and (b) exploratory-diagnostic character. The planned studies, apart from developing a diagnostic tool of a high psychometric quality, will also serve as means of identifying Polish teachers and prospective teachers’ level of readiness to create an effective e-education environment.
A Survey on Various Learning Styles Used in E-Learning SystemEditor IJMTER
Personalized E-learning seeks to provide each individual learner with the right and
sufficient content they need according to learners level of knowledge, behavior and profile. The
performance of the learners can be enhanced by posting the suitable E-learning contents to the learners
based on their learning styles. Hence, it is very essential to have a clear knowledge about various
learning styles in order to predict the learning styles of different learners in E-learning environments.
However, predicting the learning styles needs complete knowledge about the learners past and present
characteristics. The core objective of this survey paper is to outline the working of the existing learning
style models and the metrics used to evaluate them. Based on the existing models, this paper identifies
Felder–Silverman learning style model as the appropriate model for E-learning so that it can enrich the
performance of the E-learning system.
Model Attribute Check Company Auto PropertyCeline George
In Odoo, the multi-company feature allows you to manage multiple companies within a single Odoo database instance. Each company can have its own configurations while still sharing common resources such as products, customers, and suppliers.
Synthetic Fiber Construction in lab .pptxPavel ( NSTU)
Synthetic fiber production is a fascinating and complex field that blends chemistry, engineering, and environmental science. By understanding these aspects, students can gain a comprehensive view of synthetic fiber production, its impact on society and the environment, and the potential for future innovations. Synthetic fibers play a crucial role in modern society, impacting various aspects of daily life, industry, and the environment. ynthetic fibers are integral to modern life, offering a range of benefits from cost-effectiveness and versatility to innovative applications and performance characteristics. While they pose environmental challenges, ongoing research and development aim to create more sustainable and eco-friendly alternatives. Understanding the importance of synthetic fibers helps in appreciating their role in the economy, industry, and daily life, while also emphasizing the need for sustainable practices and innovation.
Unit 8 - Information and Communication Technology (Paper I).pdfThiyagu K
This slides describes the basic concepts of ICT, basics of Email, Emerging Technology and Digital Initiatives in Education. This presentations aligns with the UGC Paper I syllabus.
How to Split Bills in the Odoo 17 POS ModuleCeline George
Bills have a main role in point of sale procedure. It will help to track sales, handling payments and giving receipts to customers. Bill splitting also has an important role in POS. For example, If some friends come together for dinner and if they want to divide the bill then it is possible by POS bill splitting. This slide will show how to split bills in odoo 17 POS.
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdfTechSoup
In this webinar you will learn how your organization can access TechSoup's wide variety of product discount and donation programs. From hardware to software, we'll give you a tour of the tools available to help your nonprofit with productivity, collaboration, financial management, donor tracking, security, and more.
Ethnobotany and Ethnopharmacology:
Ethnobotany in herbal drug evaluation,
Impact of Ethnobotany in traditional medicine,
New development in herbals,
Bio-prospecting tools for drug discovery,
Role of Ethnopharmacology in drug evaluation,
Reverse Pharmacology.
The Art Pastor's Guide to Sabbath | Steve ThomasonSteve Thomason
What is the purpose of the Sabbath Law in the Torah. It is interesting to compare how the context of the law shifts from Exodus to Deuteronomy. Who gets to rest, and why?
1. Effect of Modeling-Based Activities
Developed Using
Virtual Environments and Concrete
Objects on Spatial
Thinking and Mental Rotation Skills
EyüpYURT Ali Murat SÜNBÜL
Yurt, E., & Sunbul, A. M. (2012). Effect of Modeling-Based Activities Developed Using Virtual Environments and Concrete Objects
on Spatial Thinking and Mental Rotation Skills. Educational Sciences: Theory and Practice, 12(3), 1987–1992. Retrieved from
http://eric.ed.gov/?id=EJ1000905
2. Abstract
In this study, the effect of modeling based activities using virtual
environments and concrete objects on spatial thinking and
mental rotation skills was investigated. The study was designed
as a pretest-posttest model with a control group, which is one of
the experimental research models. The study was carried out on
sixth grade students attending Mareşal Mustafa Kemal Primary
School in Konya’s city center during the 2010–2011 academic
year. The study group is composed of a total of 87 students in two
experimental and one control group. In the activities applied for 9
weeks in the experimental groups, a total of 18 different models
were developed. As a result of the study, it was found that the
spatial thinking skills of Experimental Group, 1 in which concrete
objects were used to develop models, were significantly higher
compared to those in Experimental Group 2 and the Control
group. The mental rotation skills of Experimental Group 2, in
which a virtual environment was used to develop mental rotation
was significantly higher compared to Experimental Group 1 and
the Control Group. The result of the study suggests that using
virtual environments and concrete objects together would be
more effective in developing spatial skills.
Purpose
This study aims to discuss strengths and limitations of
manipulatives used for the development of spatial skills
with a comparative approach.
The main aim of this study is to determine the effects of
modeling based activities in a 6th grade math course in
which virtual environment and concrete objects are
used on spatial thinking and mental rotation skills.
Statement of the problem
Spatial skill has become an indispensable part of
modern the human profile.
There is a need for comparative studies to find out
which manipulatives (visual environment, concrete
objects etc.) are more effective and beneficial in
developing skills like spatial visualization, spatial
thinking, spatial orientation and mental rotation.
3. Dependent variable
The dependent variables are students’
spatial thinking and mental rotation
skills
Independent variable
The independent variables are the
activities carried out using virtual
environments and concrete objects to
develop these skills.
Research questions
The problem statement for this aim is “Is the
development of models using a virtual environment
(Cubix Editor) and concrete objects (linking cubes)
effective in developing students’ spatial thinking
and mental rotation skills?” the problem is
composed of two sub-problems;
Sub Problem 1: Is there a significant difference
between the spatial thinking post-test mean scores
of Experimental Group 1, Experimental Group 2 and
the Control Group?
Sub-problem 2: Is there a significant difference
between card rotation post-test mean scores of
Experimental Group 1 and Experimental Group 2 and
the Control Group?
4. • Instruments
• Data analysis
• Diseño de investigación
A experimental research..
• Participants
-The study group is composed of 6th grade students attending the 6A, 6F and 6İ sections of the Konya Meram Mareşal Mustafa
Kemal Primary School in the second termof 2010-2011 academic year.
-6A (14 girls, 15 boys) is assigned as the control, 6İ (15 girls, 14 boys) and 6F (15 girls, 14 boys) are assigned as the experimental
groups.
-There were a total of 87 students in the study group, each group having 29 students.
The course book recommended in the instruction program and guidebook were used in the courses. The homework, activities and
applications in the program were used.
Activities were carried out in a computer laboratory and in a classroom environment.
Three different data sets were collected to realize the aim of the study.These are:
1. Students’ spatial thinking skills,
2. 2. Students’ mental rotation skills
3. Students’ visual-spatial intelligence levels.
The “Spatial Thinking Test” which was developed by the researcher is used to collect data in the first item. As for the collection of data in the second item, the
“Card Rotation Test” developed by Ekstrom (1976) et al was used and the “Scale for Self-Assessment in Multiple Intelligence Domains” developed by Seber (2001)
was used to collect data mentioned in the third item.