enhancing spatial ability skills in basic engineering
TRANSCRIPT
REVIEW OF INTERNATIONAL GEOGRAPHICAL EDUCATION
ISSN: 2146-0353 ● © RIGEO ● 11(4), WINTER, 2021
www.rigeo.org Research Article
Enhancing Spatial Ability Skills in Basic
Engineering Drawing Using a 3D Solid Model John Nehemiah Marwa1
Kaduna State College of Education, Gidan waya,
Kafanchan, Kaduna State, Nigeria
Nur Hazirah Binti Noh@Seth2*
School of Education, Faculty of Social Sciences and
Humanities, Universiti Teknologi Malaysia [email protected]
Nurul Aini Mohd Ahyan3
School of Education, Faculty of Social Sciences and
Humanities, Universiti Teknologi Malaysia
Hanifah Jambari4
School of Education, Faculty of Social Sciences and
Humanities, Universiti Teknologi Malaysia
Mohamad Rasidi Pairan5
School of Education, Faculty of Social Sciences and
Humanities, Universiti Teknologi Malaysia
1 Corresponding author: School of Education, Faculty of Social Sciences and Humanities, Universiti Teknologi
Malaysia Email: [email protected]
Abstract
Spatial ability skills are an important component of an engineer's ability to create and interpret
engineering drawings, which involves thinking and problem-solving processes. The ability of an engineer
to visualize 3D image is a cognitive skill that is essential to succeed in basic engineering drawing subjects.
Based on previous literature and preliminary study, engineering technology students with poor spatial
ability skills had challenges in understanding basic engineering drawing topics. Hence, this study is aiming
at enhancing spatial ability skills using a 3D solid model among first-year engineering and technology
education students. The quasi-Experimental research design was adopted for this study. A targeted class
of 43 first-year technology education students who are in the first semester was used for the study. The
students were divided into control and experimental groups respectively. A pre and post-test were used
to collect data from the students to measure their level of spatial ability skills enhancement. However,
after the treatment using a 3D solid model, the experimental group had a higher performance than the
control group likewise the students with non-engineering background in the experimental group
performed above average. The results indicate that a solid 3D model was effective for improving spatial
ability skills among first-year technology education students. This study implies to educators that there is a
need to appropriately enforce the use of a 3D solid model for effective teaching and learning of basic
engineering drawing. It is, therefore, affirmed that the use of a 3D solid model in teaching basic
engineering drawings should be enhanced with other teaching methods.
Keywords Enhancement, 3D Solid model, Spatial Ability, Engineering drawing, Skills
To cite this article: Marwa, N, J.; Noh@Seth, N, H, B.; Ahyan, N, A, M.; Jambari, H.; and Pairan, M, R. (2021) Enhancing
Spatial Ability Skills in Basic Engineering Drawing Using a 3D Solid Model. Review of International Geographical Education (RIGEO), 11(4), 627-638. doi: 10.48047/rigeo.11.04.57
Submitted: 05.03.2021 ● Revised: 10.05.2021 ● Accepted: 15.05.202
© RIGEO ● Review of International Geographical Education 11(4), WINTER, 2021
Introduction
According to Bayaga and Kok (2019) Spatial ability skill is referred to as traits in human intelligence
which is a vital and very important fundamental skill in the engineering and technology field.
According to Garmendia, Guisasola, and Sierra (2007) stated that engineering and technology
students in their first year of study do have challenges in engineering drawing which is attributed to
poor spatial ability skills. The need to communicate ideas using lines, symbols, and graphics in
engineering and other related disciplines are basic, therefore, all efforts of engineering drawing for
technological advancement are hinged on to satisfy the basics of translating such ideas.
According to Lois (2017) stated that engineering drawing is used for communicating ideas,
thoughts, and designs. Engineering drawing has become very essential in such a way that, no
production or manufacturing can be successfully done without a neat and detail drawing to show
the relationship between components, joints, and other linkages. According to Tumkor and de
Vries (2015) spatial ability skills are a very important comportment to an engineer’s ability to create
and interpret engineering drawings such as; thinking, modelling, and problem-solving processes.
Overview of engineering drawing in curriculum for higher education also highlighted the
importance of visualization skills (Ali, Patil, & Nordin, 2012). According to Marunić and Glažar (2014)
the inability of the students to visualize the elevations of an isometric block from 2D is a component
of spatial ability skills. According to Rodriguez and Rodriguez-Velazquez (2017) appropriate
instructional aides have proven to have a good significant effect in improving student’s spatial
ability skills. A 3D solid model is a graphic representation of an object that emphasizes solid
modelling using solid work computer software (Sorby, 2001). According to Yusuff and Soyemi (2012)
stated that other teaching and learning skills such as solid modelling and digital presentation is,
however, grabbing curricular planner’s attention to develop an approach or a methodology for a
digital practice also for the learning of engineering drawing. Palmer (2009) describes the use of a
3D solid model approach in teaching engineering drawing as a great improvement in design
projects rating, overall course rating, and project presentation rates, in his submission of adapting
the use of 3D solid model programming in a CAD-based engineering graphics course. A 3D solid
model could be a real object or a model to represent the original diagram. According toPalmer
(2009) the use of a 3D solid model leads to the introduction of 3D in computer graphic or image
processing in engineering drawing. Various historical images in artworks or products were captured
in 2D images. For example, engineering drawing or digital photos. This also enhances spatial ability
in terms of geometric information from objects obtained by traditional engineering drawings in 2D
orthographic projection. Hence, Salama and Wilkinson (2007) Stated that, in the construction
industry, the use of a 3D solid model that shows pictures of objects have been used for design
applications serves as a collaborative means of promoting visualization to improve accuracy in
construction and manufacturing processes. The same goes with the positive effects of utilising
Mobile Augmented Reality (MAR) in learning orthographic projection (Omar et al., 2019). The touch
screen element of MAR or other technological tools offer great flexibility for the presented materials
(Mun et al., 2019). Makgato (2016) observed that students of engineering technology have poor
spatial ability skills, therefore he recommended that more attention should be given to spatial
ability activities during teaching by using appropriate instructional aides this can strengthen
students’ performance in various topics such as sectioning drawing and orthographic projection.
Given the foregone, this study aims at enhancing first-year engineering and technology education
students’ spatial ability skills in understanding basic engineering drawing also to find out the
effectiveness of a 3D solid model approach in teaching and learning of basic engineering drawing
between the students especially between those who have prior knowledge and those who do not
have.
Literature Review
According to Isaacson (2019) the history of drawing is traced back right from the period of
ancient’ times where people struggle to make a drawing to represent an object through image.
The quest to represent drawing in manufacturing production processes suffered some challenges
in a period of time. Gaspard Munged (1765) was a draftsman who made engineering drawings
for military fortifications, his drawings were the first techniques of descriptive geometry used in
solving a geometric problem. According to Booker (1962) a proper way of presenting an idea in
engineering drawing is done using lines, symbols, and graphics which gives a detail description of
an object and how it can be manufactured. Palmer (2009) describe the use of 3D solid model in
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Marwa, N, J.; Noh@Seth, N, H, B.; Ahyan, N, A, M.; Jambari, H.; and Pairan, M, R. (2021) Enhancing Spatial …
teaching engineering drawing as a great improvement in design projects rating, overall course
rating and project presentation rates, in his submission of adapting the use of 3D solid model
programming in a CAD-based engineering graphics course. A 3D solid model could be a real
object or a model to represent the original diagram. The use of a 3D solid model leads to the
introduction of 3D in computer graphic or image processing in engineering drawing. Savery (2015)
stated that learners will become proficient in conducting research and integrating theory
practices by applying knowledge and skills to develop a viable solution in defining problems using
instructional model approach which is a curricular based methodology for teaching and learning
problem. The table below show a Summary of related literatures on method to increase spatial
ability skills in basic engineering drawing.
Table 1.
Summary of related literatures on method to increase spatial ability skills
S.N Topic Reference Method Finding Research focus
1. Improving the
spatial
visualization
skills of first
year
engineering students.
(Fleisig,
Robertson,
& Spence,
2004)
1. Uses pencil
sketches.
2. Drawing
instrument, basic
AutoCAD.
3. Solid modelling
It was reported
to improving
student’s
visualization
skills of first year
students
Various teaching
approaches and
methodologies
ranging from the use
of instructional aid
have been used by
different scholars
especially in the field
of engineering
drawing to help
improve students'
spatial visualization
skills. However,
according to
Medupin, Abubakre,
Adebayo, Enock,
and Sulayman
(2015) the problem
of poor spatial
visualization skills
among engineering
and technology
students has been
identified persisted.
this study therefore,
intends to use a 3D
solid model method
with colour coding
on the elevations of
3D isometric block to
improve on the
weaknesses of the.
2 Enhancing
spatial
visualization
skills in
engineering
drawing
courses
(Tumkor &
de Vries,
2015)
1. Uses wire
model in glass.
2. Projection of
views in CAD.
3. Model build by
hand,
4. Wooden
block. 5. Display of
models on a
computer
screen.
Gaming
activities was
proven to
improve
student’s spatial
visualization
ability notably.
3 Developing
spatial ability
mathematical
skills through
3D tools,
augmented
reality virtual
environment
and
3Dprinting.
(Herrera,
Pérez, &
Ordóñez,
2019)
1. Use of 3D tools
specifically with
augmented
2. Reality virtual
environment
and 3. 3D printing.
Positive impact
of the use of
teaching tools
to develop
spatial
visualization.
Methods
Quasi-Experimental research was used for the study. The quasi-experimental research design was
used for a purposive policy to measure the impact of a program on a targeted population, which
could be done at class level or using a targeted group (Jargowsky & Yang, 2005). A targeted
sample of 43 students from the department of technical and engineering education who are first-
year students in the first semester of enrolment were used for the study, the students were divided
into control and experimental group respectively. Among the 43 students, 22 students were
considered as the experimental group, while the remaining 21 students were used for the control
group. Since prior knowledge of engineering drawing might temper with the result of the pre and
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post-test. The students with prior knowledge were first identified, who were 13 students having prior
knowledge. These students were firstly divided into two groups, the experimental group, and the
control group. The remaining students followed next until all students were evenly divided. A non-
probability purposive sampling technique was used to divide the class into a control and
experimental group. To enhance students’ spatial ability skills and to find out the effectiveness of a
3D solid model method in teaching and learning of basic engineering drawing, a pre and post-test
were used to collect the data for the study. A descriptive statistic was used to analyze the data
collected for the study. The instruments adapted for this study is a Visualización Test of
Transformation of 3D to 2D, of Nordin (2007). It’s validity and reliability has been tested on a study
conducted on visualization skills and learning style patterns among engineering students at
university technology Malaysia (Nordin, Amin, Subari, & Hamid, 2013).
Data Analysis
The study intended to measure the effectiveness of solid pair method in improving spatial ability
skills for basic engineering drawing course and also to measure the difference of spatial ability
skills towards demographic factors. The analyses were conducted in line with the procedures
stated in the preceding chapter. Thus, descriptive and inferential (paired sample and
independent sample t-tests) statistics were used to address the research objectives using IBM
Special Package for Social Sciences (SPSS) version 25. The results are presented in the following
sub-sections.
Results
To enhance the students’ spatial ability skills using a 3D solid model. First, the students were divided
into control and experimental group. The study was conducted in week 4 of the first semester of
2019/20201 in the department of technical education among first-year students of vocation and
technical education Universiti Teknologi Malaysia. In week 4, the students were examined, spatial
ability skills and fundamental knowledge in orthographic projection, since spatial ability skills are
essential for the students to look at the solid model and make projection and also to see the solid
pair elevations with their mind's eye. The students were given 30 minutes to complete the task at
the end of each lesson. The test items contained an important component of spatial ability skills.
According to Shea, Lubinski, and Benbow (2001) stated that students who have a better spatial
ability perform much better in the field of engineering, computer science, and mathematics than
verbal ability. In collecting the data for the study, pre and post-test were conducted.At the first
stage of data collection, all the students were taught using the conventional method of teaching
engineering drawing (traditional) at the end of the lesson, a test was conducted to first check the
student’s level of spatial ability skills. Checking the students' level of spatial ability skills at the initial
stage was very important. Spatial ability skill is essential for engineering and technology education
students which enables them to express ideas in solving engineering drawing problems (Tumkor &
de Vries, 2015).In the second stage of data collection, the lesson was conducted according to
the control group and the experimental group. The experimental group was taught (treated) using
a 3D solid model and a 2D drawing. The teacher uses the 3D solid model of the 2D drawing and
showed it to the students which assist in enhancing their visualization Figure 3. While the control
group was taught using the conventional method (2D) drawing only. At the end of the lesson, a
test was conducted.
Table 1.
Pre-test class activities Class Activities (pre-test)
Activities. Control group and Experimental group class activities
for the pre-test. The students were taught the orthographic projection
topic using the conventional method (2D). A 30
minutes’ test was given to the student at the end of
the lesson figure 1. The test consists of 15 items that are
designed to see how well the students visualize what
three-dimensional objects look like from the orthographic projections.
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Marwa, N, J.; Noh@Seth, N, H, B.; Ahyan, N, A, M.; Jambari, H.; and Pairan, M, R. (2021) Enhancing Spatial …
Task 1 (pre-test). The pictorial view of an object and five multi-view drawings reflect what the
pictorial object looks like when viewed from a specific location with multi-views. An arrowhead
indicated the viewing position [15]. The students were asked to:
Figure 1: 3D Isometric blocks
Figure 2: Solution for task 1.
Table 2
post-test class activities Class Activities (post-test)
Control group Experimental group
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1. imagine moving around the object until the arrowhead is directly between the object and you;
2. picture in your mind from the direction of the arrow what the two
dimensions of an object look like in a single view,
3. chose one out of the five multi-view drawings (A, B, C, D or E) which looks like an object from the position of the arrow Figure 1
© RIGEO ● Review of International Geographical Education 11(4), WINTER, 2021
The control group was taught using the
conventional method (2D). A 30 minutes’ test
was given to the student at the end of the
lesson in figure 3.
Figure 3: 2D Isometric block
The experimental group was taught using a 3D
solid model. A 30 minutes’ test was given to the
student at the end of the lesson in figure 3.
Figure 3: 2D and 3D Isometric block
Figure 3: Solution to the class activity
Task 2. (post-test) The pictorial view of an object and five multi-view drawings reflect what the
pictorial object looks like when viewed from a specific location with multi-
views. An arrowhead indicates the viewing position [15]. The students were asked to:
1. imagine moving around the object until thearrowhead is directly between the object and y
ou;
2. picture in your mind from the direction of the arrow what the
two dimensions of an object look like in a single view,
3. Chose one out of the multi-view drawings (A, B, C, D, or E)
which looks like an object from the position of the arrow
Figure 4: 3D Isometric block
Figure 5: Solution to task 2
Discussions
The results of tasks 1 and 2 for the control and experimental group were analyzed using the mean
scores of both pre and post-test within each group and compared using paired sample t-test
Tables 3.
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Marwa, N, J.; Noh@Seth, N, H, B.; Ahyan, N, A, M.; Jambari, H.; and Pairan, M, R. (2021) Enhancing Spatial …
Table 3
Result of task 1 and 2 pre and post-tests (within-group)
Control 41.06 11.25 2.67 31 0.001*
Group 49.29 7.66
Experiment 32.31 6.89 2.71 31 0.000*
al Group 63.06 16.2
8
The results of tasks 1 and 2 the paired sample t-test for the two groups presented in Table 1 above
represent the difference of the students’ spatial ability skills in basic engineering drawing for both
control and experimental groups. The pre-test and post-test scores of the two groups were
compared using the paired sample t-test. The results of task 1 and 2 revealed that, for control
group, t (31) = 2.67, P = 0.001, α = 0.05. indicating that, the control group students’ scores at pre-
test and post-test are significantly different (P <0.05). Similarly, the result of task 1and 2 revealed
that for the experimental group t (20) = 2.71, P = 0.000, α = 0.05. indicating that the students’ scores
for pre and post-test were significantly different (P <0.05). the difference of spatial ability skills
between the two groups can further be observed from the mean and standard deviation of the
total scores obtained in pre- and post-tests and the significance (P-value) obtained. However,
even though the results of the pre-test and post-test of within-group showed a significant
difference, it is not enough to prove the significant effect of the solid model method in enhancing
spatial ability skills of semester one first-year students of vocational and technical education
department students of Universiti Teknologi Malaysia. Therefore, to test the enhancement and the
effectiveness of the solid pair method between both groups, an independent sample t-test was
conducted to determine the level of spatial ability skills enhancement of post-test mean scores
between the control and experimental group. The independent sample test result is presented in
Table 4.
Table 4.
Result of task 1 and 2 Independent sample t-test pre and post-tests (control and experimental
group)
Group t df p-value Mean SD Diff.
Control Group 49.29 7.66 13.77 -3.14 31 0.004*
Experimental Group 63.06 16.28
The results of the independent sample t-test shown in Table 2 reveal the t statistics (31) = -3.14, p
value= 0.004, α = 0.05 for mean spatial ability skills in basic engineering drawing in the two groups
(control and experimental group). The result of the analysis revealed the mean spatial ability skills
in basic engineering drawing between the two groups are significantly different (P = 0.004 < 0.05).
This difference is in favour of the experimental group that received the treatment using a 3D solid
model. This is proven from their mean scores at the post-test after the treatment using the 3D solid
model. As presented in Table 4. the students in the experimental group scored a mean of 63.06
(SD=16.28) against the students at the control group 49.29 (SD=7.66) with the overall difference of
13.77 scores between them. The test performance of enhancing spatial ability skills in basic
engineering using a 3D solid pair model among the two groups is presented in Figure 5.
Figure 5. The result of task 1 and 2
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80
60
40 Control Group Experimental Group
20
0
MEAN Items SD
Per
form
ance
Group Pre-
test Post-test
t d.f p-value
Mea SD SD
n Mean
© RIGEO ● Review of International Geographical Education 11(4), WINTER, 2021
The result of this study shows that first-year students who were enrolled in the first semester in the
vocational and technical education department have the challenge to picture a spatial model,
the projections reconstruction and representation. In contrast to Garmendia et al. (2007) who
found that engineering and technology students in their first year of study do have challenges in
engineering drawing which is attributed to poor spatial ability skills. Hence, Nagy-Kondor (2007)
emphasized that a 3D solid model can be of great help in the teaching and learning of basic
engineering drawing, as reveal from the class activities between the control and experimental
group, it is much easier to picture and reflect the various view of a solid using a 3D solid model.
The student in experimental group performance and ability of the construction of knowledge
using visual models and cognitive process of visualization has been reflected in the research of
(Mayer, Mautone, & Prothero, 2002). This finding aligns with Marwa, Choji, and Dalumo (2020) who
stated that visual models enable an engineer to communicate an idea on drawing paper and
software tools. According to Hailikari, Katajavuori, and Lindblom-Ylanne (2008) Students'
engineering background should be taken into consideration in instructional design and curriculum
planning, such results of engineering background assessments may be used as a tool for student
support in addressing areas of deficiency. To see the significant improvement of the solid pair
method for enhancing the spatial ability skills in basic engineering drawing, the mean scores of
the students who have engineering background and those with non-engineering background
were used to conduct an independent sample t-test. The results are presented in Table 5.
Table 5.
Mean scores comparison between students with and without engineering background
Group t d.f p-value N Mean SD Diff.
With engineering
background 14 66.57 10.62 12.36 3.05 31 0.006*
Non-engineering
background 19 54.21 12.61 31
The results of the independent sample t-test for the two groups presented in Table 2 above show
the difference in students’ spatial ability skills in basic engineering drawing between the students
with engineering background and those with non-engineering background. The results revealed
that t (31) = 3.05, P = 0.06, α = 0.05 indicating a significant difference (P < 0.05) spatial ability scores
between the students who have engineering background and those with non-engineering
background. The difference can be further observed from the mean and standard deviation of
the mean scores, and the significance (P-value) from the comparison representing spatial ability
skills. As presented in Table 2, the students with engineering background obtained a mean score
of 66.57 (SD=10.62) against the students with non-engineering background with a mean score of
54. (SD=12.61) obtaining the overall difference of 13.899 scores between them. This finding
indicates a significant difference in favour of students with engineering background. This result
coincided with Bosnyak and Nagy-Kondor (2008) stated that students' spatial ability skills can be
improved through the use of projection pictures of a 3D solid model. This can be achieved by
making pairs of solid objects where the pair will be displayed with marks and the students will be
asked to identify each pair with the solid. Olkun (2003) and Fleeson (2017) further affirms that the
use of a 3D solid model adds more relevance to teaching and learning by promoting the student's
understanding. The result of the performance between the students who have engineering
background and those with non-engineering background are presented in Figure 6
Figure 6. Performance comparison between the students who have engineering background
and those with non-engineering background
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Marwa, N, J.; Noh@Seth, N, H, B.; Ahyan, N, A, M.; Jambari, H.; and Pairan, M, R. (2021) Enhancing Spatial …
To further check the significant improvement of the 3D solid model approach for enhancing
spatial ability skills after the treatment, the post-test mean score between the students with and
without engineering background in the experimental group was compared. An independent
sample t-test was conducted to measure the level of enhancement indicating the effectiveness
of the 3D solid model The result is presented in Table 6
Table 6.
Students with Engineering Background and those with Non-Engineering Background
(experimental group) Group t df p-value
N Mean SD Diff
Engineering background 3 79.67 11.547 21.98 2.867 14 0.559*
Non-engineering
background 13 57.69 13.634
The results revealed that t (14) = 2.867, P = 0.559, α = 0.05 indicating the mean scores between the
students with engineering background and those with non-engineering background have no
significant difference (P > 0.05). These students are exposed to the treatment using a 3D solid
model and obtained similar results as all performed above average score of 50%. The comparison
performance between the students with and without engineering background in the
experimental group is presented in figure 7
Figure 7. Results of performance comparison between students with and without engineering
background of the experimental group.
The comparison performance between the students with engineering background and those with
non-engineering background in the experimental group recorded a performance above
average from the students. This reflects Baronio, Motyl, and Paderno (2016) after conducting a
study with participants enrolled in the first year of the graphic expression in engineering courses.
He opined that a 3D solid model could be useful tools and models in improving students’ spatial
ability skills in engineering drawing. In his conclusion, it was confirmed that 3D models can have
an impact on the students’ motivation when communicating ideas in engineering drawing.
According to Chedi (2015) the proper use of a 3D solid model approach and other instructional
aid will result in such an inner spatial vision that the individual creativity of the spatial relationship
can be made possible. Lord (1985) Emphases on to the use of solid pair models, computer
animation in addition to the conventional method of teaching engineering drawing as they help
inspire the students. According to Bosnyak and Nagy-Kondor (2008) using a 3D solid model in
teaching basic engineering drawings to make the class more practical and feasible. The
performance of students with engineering background in the experimental group has been
reflected in the research of (Mnguni, 2014) who propounded three stages of the cognitive process
of visualization namely, internalization of visual models (idea), the conceptualization of visual
models (picture of orthographic views) and externalization of visual models (final drawing on
paper). The finding is line with Burton (2004) who stated that external visual model is the ability of
the students to use their mental cognitive skills of spatial visualization to produce the elevations of
a given block in orthographic projection.
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Conclusion
The study is aimed at enhancing spatial ability skills using a 3D solid model among first-year
technology education students. The result of the analysis revealed the mean performance of
spatial ability skills in basic engineering drawing between the two groups is significantly different.
This difference is in favour of the experimental group that received the treatment using a 3D solid
model. Likewise, the comparison performance results between the students with engineering
background and those with non-engineering background reveal that there is no significant
difference. These with Non-engineering background who were exposed to the treatment using a
3D solid model obtained similar results as all performed above average score of 50%. Challenges
of poor spatial ability skills among first-year engineering and Technology education students in
basic engineering drawing can be effectively be enhanced using a 3D solid model. The construct
of knowledge using a 3D solid model according to (Mayer et al., 2002) is a cognitive process that
has to do with several mental visual models. During the class activities using the 3D solid model,
the cognitive system of the learner is perceived with an external picture at first instance through
the eye. The students then begin to process some visual models which enable him the construction
of a mental pictorial image within working memory. By the process of sequential arrangement of
mental images, the learner arranges a number set of images into a coherent mental
representation which is referred to as the projection views or the pictorial model. Every skill, like the
spatial ability, as well can be developed at the very beginning with a suitable teaching strategy.
Limitations and Future Studies
The limitation of this study are as follows:
The study is limited to first-year engineering and technology students who are freshly
enrolled in academic pursuits. The study only examines challenges of spatial ability skills in
orthographic projection topic of basic engineering drawing.
Another limitation is, the study was limited to only one resource of an instructional model
which is a solid pair method for improving the student spatial ability skills in basic engineering
drawing.
Another limitation is, the study was not generalised to other basic engineering drawing
topics, and it only focuses on orthographic projection. In addition, the study was restricted to a
particular group of students.
Acknowledgement
The authors would like to thank the Ministry of Higher Education, Malaysia, and Universiti Teknologi
Malaysia (UTM) for their financial support through Fundamental Research Grant Scheme (FRSG)
with vot.no R.J130000.7853.5F083.
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