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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
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.
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?
• 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.

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Experimental research

  • 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.