Analysis of Problem-Solving and Mathematical Communication
Ability Levels and Students' Readiness to Use Augmented Reality
(AR) Technology in Class VII Yunior High Schools and MTS
Herdi Setiawan
1a
, Ahmad Fauzan
2b
, Elita Zusti Jamaan
2
, I Made Arnawa
2c
and Hendra Syarifuddin
2d
1
Doctoral Program of Educational Sciences, Universitas Negeri Padang, West Sumatra, Indonesia
2
Universitas Negeri Padang, West Sumatra, Indonesia
arnawa1963@gmail.com, hendrasy@yahoo.com
Keywords: Preliminary Research, Problem Solving, Matematical Comunication Ability, Augmanted Reality (AR).
Abstract: This research was conducted to analyze the level of problem-solving and mathematical communication
abilities of class VII students, carried out in May-June 2023 in 3 schools, namely MTS Al Khikmah Kerinci,
SMPN 2 Sungaipuh, and SMPN 1 Kerinci. The research subjects consisted of 1 class from each school with
46 students. The method used in this study is a qualitative approach. This study focuses on the level of
students' abilities related to students' problem-solving and mathematical communication abilities in
understanding the concept of flat shapes in class VII Junior High School with descriptive analysis. The
instrument used in this study was a test instrument that described the ability to solve problems and
mathematical communication in flat shapes with as many as 3 items. The results showed that the problem-
solving abilities of MTS Al Khikmah students were still low, namely 26.91%, while their communication
skills were 18.05%, also in the low category. At the same time, the ability to communicate is 19.41% in the
low category. Likewise, with SMPN 1 Kerinci, students' problem-solving skills are in a good category, namely
55.55%, while their communication abilities are 22.68% in the low category. Based on these results, a new
learning model or method is needed to improve the students' problem-solving and mathematical
communication skills.
1 INTRODUCTION
Mathematics is a form of culture (Madusise, 2015;
Bishop, 1994). and local wisdom (Yustinaningrum,
Nurliana, and Rahmadhani, 2018). Culture-related
problems will surround the process of learning
mathematics, even all forms of mathematics (Sroyer,
Nainggolan, and Hutabarat, 2018). It means that
culture and mathematics education can be connected
and have a close relationship (D’ambrosio, 1995;
Normina, 2017; Safitri, 2022), is also closely related
to the cultivation of character in learning mathematics
through ethnomathematics (Engen, 2021).
Mathematical knowledge and teaching cannot be
separated from historical background, games,
a
https://orcid.org/0009-0003-7057-064X
b
https://orcid.org/0000-0001-7986-1927
c
https://orcid.org/0000-0003-0800-0585
d
https://orcid.org/0000-0003-1018-3093
artifacts, music, customs, technology, and daily
activities, and develop mathematical concepts
through these cultural values and customs to solve life
problems. (Prahmana and D’Ambrosio, 2020 ;
Embong et al., 2010). It is supported by the
determination of the 2013 curriculum that the
teaching and learning of mathematics must be
relevant to the daily lives of students (contextual) or
contextual problems. (Brier and lia dwi jayanti, 2020
; Wahyudi, Suyitno and Waluya, 2018 ; fransisco,
2020 ; Machali, 1970).
One of the subjects which is a form of culture is
Mathematics, and Mathematics has been integrated
into every aspect of people's lives wherever they are
(Bishop, 1994). Mathematics nowadays is not only
about formulas and theorems but already uses
348
Setiawan, H., Fauzan, A., Jamaan, E., Arnawa, I. and Syarifuddin, H.
Analysis of Problem-Solving and Mathematical Communication Ability Levels and Students’ Readiness to Use Augmented Reality (AR) Technology in Class VII Yunior High Schools and MTS.
DOI: 10.5220/0012200900003738
Paper published under CC license (CC BY-NC-ND 4.0)
In Proceedings of the 4th International Conference on Innovation in Education (ICoIE 4 2022) - Digital Era Education After the Pandemic, pages 348-354
ISBN: 978-989-758-669-9; ISSN: 2975-9676
Proceedings Copyright © 2024 by SCITEPRESS Science and Technology Publications, Lda.
technology and culture in the learning process.
Therefore, teachers must be able to show students that
mathematics has a close relationship with culture and
everyday life, both in the process and in the learning
content.
Learning using cultural elements has several
obstacles, including difficulty bringing students to
places of cultural objects to be observed. One
application that can be used to overcome this problem
is Augmented Reality (AR). Several researchers
(Azuma, 1997; Sırakaya and Alsancak Sırakaya,
2022) define AR as a combination of real and virtual
objects in a real environment in three dimensions. The
use of AR technology is proven to increase the
interaction of learning activities, understanding
concepts, and visualizing geometry (Lestari, 2022),
support teaching and learning about geometric topics
to be more interesting (Kirner, Reis and Kirner, 2012;
Corrêa et al., 2013) because AR allows users to see
objects in books in real terms (Yasin, Isa and Endut,
2016).
Mathematics is an activity that must be related to
the reality of everyday student life (Adjie, Putri, and
Dewi, 2020; Sunzuma and Maharaj, 2021). In
learning mathematics, one of the abilities that
students must have is the ability to solve problems
and mathematical communication.
Problem-solving ability is the potential a person or
student possesses to solve story problems, solve non-
routine (different) questions, and apply mathematics
in everyday life to find solutions or solve problems in
mathematics (Setiawan et al., 2022). Lack of student
problem-solving abilities causes students only to be
able to work on routine questions or questions that are
the same as those given by the teacher so that students
are not used to working on questions that are not
routine which results in students experiencing
mistakes in solving math problems.
Mathematical problems that begin with the
context of story questions, culture, and daily life are
believed to improve students' mathematical problem-
solving and communication skills (Setiawan, Fauzan,
and Arnawa, 2021; Fauzan and Yerizon, 2013).
However, the assumption that mathematics is far
from culture and everyday life and is only numerical
and abstract still exists among mathematics teachers.
(Fredy, Riwu and Purwanty, 2022 ; Ulya and Rahayu,
2022 ; Setiawan et al., 2023).
The 2018 PISA assessment showed that as many
as 71.9% of Indonesian students could only complete
PISA questions below level 2 (OECD, 2019). It
means that more than half of students in Indonesia are
only able to solve level 1 questions and cannot answer
PISA questions correctly at all. While the PISA
questions consist of 6 questions, where level 1 is the
lowest and level 6 is the highest. Considering that the
PISA study mostly measures the ability to reason,
solve problems and argue rather than measure
memory and calculation abilities, this shows that the
problem-solving abilities of Indonesian students are
still low, as well as the mathematical communication
abilities of students. In contrast, the ability to reason
is still low.
This study aims to see whether the low level of
students' mathematical problem-solving and
communication abilities at the national level is the
same as in the field. Therefore the researcher took the
title Research Analysis of Levels of Mathematical
Problem Solving and Communication Ability and
Student Readiness in Using Augmented Reality
Technology (AR) in Class VII SMP and MTS in
Kerinci Regency and Sungai Full City.
2 METHODOLOGY
The method used in this study is a qualitative
approach. This study focuses on students' ability
related to students' problem-solving and
mathematical communication abilities in
understanding the concept of flat shapes in class VII
SMP using descriptive analysis and students'
readiness to use the Augmented Reality (AR)
application. The instrument used in this study was a
test instrument that described the ability to solve
problems and mathematical communication in flat
shapes with as many as 3 items. The research was
conducted in May-June 2023 in 3 schools: MTS Al
Khikmah Kerinci, SMPN 2 Sungai Penuh, and SMPN
1 Kerinci.
3 RESEARCH RESULTS AND
DISCUSSION
Based on the results of tests that have been carried out
in 3 schools, namely MTS Al Khikmah Kerinci,
SMPN 2 Sungaipuh, and SMPN 1 Kerinci, the level
of problem-solving and mathematical communication
abilities of students is obtained using the following
categories:
Analysis of Problem-Solving and Mathematical Communication Ability Levels and Students’ Readiness to Use Augmented Reality (AR)
Technology in Class VII Yunior High Schools and MTS
349
Table 1: Criteria Level of problem-solving ability.
Percenta
g
e Cate
g
or
y
80<X≤100 Ver
y
g
oo
d
60<X≤80 Goo
d
40<X≤60 Moderate
20<X≤40 Low
0<X≤20 Very low
Table 2: Criteria for Mathematical Communication ability
level.
Percenta
g
e
(
%
)
Cate
g
or
y
81 - 100 Very goo
d
61
80 Goo
d
41 - 60 Moderate
21 - 40 Low
0
20 Ver
y
low
Furthermore, after the test results of students'
problem-solving abilities and mathematical
communication were examined, the following results
were obtained:
3.1 Level of Problem-Solving and
Mathematical Communication
Ability at MTS Al Khikmah
Kerinci and Readiness to Use the
Augmented Reality (AR)
Application
MTS Al Khikmah Kerinci is one of the best private
MTS in Kerinci. Based on the results of observations,
interviews, and giving tests of students' mathematical
problem-solving and communication skills, the
following results are obtained:
Table 3: The level of problem-solving and mathematical
communication abilities of students at MTS Al Khikmah
Kerinci.
Question
Number
The avera
e level of mathematical abilit
Problem-solvin
g
Communication
Question 1 25,73 (Low/Less)
Question 2 28,10 (Low/Less)
Question 3
18,05 (Very
low/ver
y
less
)
Table 3 shows that the level of problem-solving
skills at MTS Al Khikmah is still in the low/deficient
category, while the level of communication skills is
also in the low/deficient category. Based on the
results of the interviews, it was also known that
students had never known about Augmented reality
(AR) as well as with teachers, so before carrying out
further research, it was necessary to conduct
socialization and training in advance for teachers and
students.
The following is an example of student answers
in solving mathematical problem-solving and
communication questions:
Figure 1: The correct answer to question number 1.
In question number 1, indicator 1, there was 1 student
who could answer correctly, like picture 1, by
mentioning what was known from the question and
what was asked.
Figure 2: Students' Answers to Mathematical
Communication Skills.
Figure 2 shows that the students can describe the
questions through pictures and diagrams. Most
students do this.
Based on the analysis of students' difficulties in
solving problem-solving questions, many lie in
indicators 2, 3, and 4, wherein determining strategies
and confirming answers, students still experience
difficulties.
Meanwhile, there are many communication skills
in indicators 1 and 3.
ICoIE 4 2022 - The Fourth International Conference on Innovation in Education
350
3.2 Level of Problem-Solving and
Mathematical Communication
Ability at Sungai Penuh Yunior
High School 2 and Readiness to Use
the Augmented Reality (AR)
Application
SMPN 2 Sungai Penuh is the leading SMPN in
Sungai Penuh. Based on the results of observations,
interviews, and giving tests of students' mathematical
problem-solving and communication abilities, the
following results are obtained:
Table 4: The level of problem-solving and mathematical
communication ability of students at SMPN 2 Sungai Penuh.
Question
Number
The average level of mathematical abilit
Problem-solvin
g
Communication
Question 1 50,00 (Moderate)
Question 2 39,41 (low/less)
Question 3 19,41 (very
low
/
ver
y
less
)
Table 4 shows that the problem-solving ability
level at SMP 2 Sungai Penuh is already in the Enough
category, while the level of communication skills is
still in the low/less category. It means that SMPN 2 is
better than MTS Al Khikmah in terms of
mathematical ability, but considering that SMPN 2
Sungai Penuh is a top school, it should be able to do
more than this. In addition, based on the results of the
interviews, it was also known that students had never
known about Augmented Reliability (AR) as well as
teachers, but students and teachers were familiar with
the use of technology in the mathematics learning
process because they had used applications such as
Geogebra, etc. so that students and teachers are
believed to be able to use the AR application with the
tutorial given later.
The following is an example of student answers
in solving mathematical problem-solving and
communication questions:
Figure 3: Student Answers Problem-Solving Ability.
In Figure 3, it can be seen that the students could
answer correctly until they got the desired answer.
Even though there were still deficiencies in the
answers, the final results were correct and explained
in detail.
However, some students answered incorrectly, as
shown in Figure 4.
Figure 4: Student Answers Problem-Solving Ability.
In Figure 4, it can be seen that students cannot answer
correctly, starting from the strategy to the final result. Some
students also answered in the same way resulting in wrong
results.
Figure 5: Students' Answers to Mathematical
Communication Skills.
Figure 5 shows the students can describe the questions
through pictures and diagrams. Most students do this.
Most students' difficulties lie in indicators 2, 3, and 4
for problem-solving abilities and indicators 1 and 3 for
mathematical communication skills.
3.3 Level of Problem-Solving Ability
and Mathematical Communication
at SMPN 1 Kerinci and Readiness
to Use Augmented Reality (AR)
Applications
SMPN 1 Kerinci is the leading and best SMPN in the
Kerinci district. Based on the results of observations,
interviews, and giving tests of students' mathematical
problem-solving and communication skills, the
following results are obtained:
Analysis of Problem-Solving and Mathematical Communication Ability Levels and Students’ Readiness to Use Augmented Reality (AR)
Technology in Class VII Yunior High Schools and MTS
351
Table 5: Level of problem-solving and mathematical
communication abilities of students at SMPN 2 Sungai
Penuh.
Question
number
The average level of mathematical abilit
Problem-solving Communication
Soal 1 50,00
(
Moderate
)
Soal 2 61,11
(
Moderate
)
Soal 3 22,68 (very
low/very less)
Table 5 shows that the problem-solving ability
level at SMPN 1 Sungai Penuh is in the Moderate
category, while the level of communication skills is
still in the low/less category. It means that SMPN 1 is
better than MTS Al Khikmah and SMPN 2 Sungai
Penuh in terms of their mathematical abilities, but
considering that SMPN 1 Kerinci is an excellent
school, it should be able to do more than this. In
addition, based on the results of the interviews, it was
also known that students had never known about
Augmented Reliability (AR) as well as teachers, but
students and teachers were familiar with the use of
technology in the mathematics learning process
because they had used applications such as Geogebra,
Modules, LKPD, Digital Books. So that students and
teachers are believed to be able to use the AR
application with the tutorial given later.
The following is an example of student answers
in solving mathematical problem-solving and
communication questions:
Figure 6: Students' inaccurate answers to problem-solving
abilities.
From Figure 6, it can be seen that students have
been able to work on problem-solving questions.
However, many students have difficulty providing
arguments and reasons for their answers, so student
answers are incomplete.
Figure 7. Student's wrong answer in problem-solving
abilities.
In Figure 7, it can be seen that the students were
wrong in working on the questions. Many students
answered similarly, so they were wrong in solving the
problem.
Figure 8: Students' Answers to Mathematical
Communication Skills.
Similar to the previous school in solving students'
mathematical communication problems at SMPN 1
Kerinci, there were also many difficulties in
indicators 1 and 3, while in indicator 2, namely
explaining mathematical situations and relations in
the form of pictures/diagrams, students could do it.
4 CONCLUSION
Based on the results of the above research, it can be
concluded that the problem-solving and mathematical
communication abilities of students at MTS AL
Khikmah Kerinci, SMPN 2 Sungai Lilin, and SMPN
1 Kerinci are still lacking. The results showed that the
problem-solving abilities of MTS Al Khikmah
students were still low, namely 26.91%, while their
communication skills were 18.05%, also in the low
category. At the same time, the ability to
communicate is 19.41% in the low category.
Likewise, with SMPN 1 Kerinci, students' problem-
solving abilities are in a good category, namely
ICoIE 4 2022 - The Fourth International Conference on Innovation in Education
352
55.55%, while their communication abilities are
22.68% in the low category. Based on these results, it
is necessary for the teacher's active role in choosing a
new learning model or method that can improve the
students' mathematical problem-solving and
communication abilities.
Meanwhile, based on interviews and
observations, it can be concluded that students and
teachers in Kerinci are unfamiliar with Augmented
Reliability (AR). However, students and teachers are
familiar with the use of technology in the
mathematics learning process because they have used
applications such as Geogebra, Modules, LKPD, and
Digital Books. So that students and teachers are
believed to be able to use the AR application with the
tutorial given later.
REFERENCES
Adjie, N., Putri, S. U. and Dewi, F. (2020) ‘Peningkatan
Kemampuan Koneksi Matematika melalui Pendidikan
Matematika Realistik (PMR) pada Anak Usia Dini’,
Jurnal Obsesi: Jurnal Pendidikan Anak Usia Dini,
5(2), pp. 1325–1338. doi: 10.31004/obsesi.v5i2.846.
Azuma, R. T. (1997) ‘A survey of augmented reality,’
Presence: teleoperators & virtual environments. MIT
Press One Rogers Street, Cambridge, MA 02142-1209,
USA journals-info …, 6(4), pp. 355–385.
Bishop, A. (1994) ‘Cultural Conflicts in Mathematics
Education: Developing a Research Agenda.’, For the
Learning of Mathematics, 14(2), pp. 15–18.
Brier, J. and lia dwi jayanti (2020) ‘No 主観的健康感を中
心とした在宅高齢者における 健康関連指標に関す
る共分散構造分析Title’, 21(1), pp. 1–9. Available at:
http://journal.um-surabaya.ac.id/index.php/JKM/article/
view/2203.
Corrêa, A. G. D. et al. (2013) ‘Development of an
interactive book with Augmented Reality for mobile
learning,’ in 2013 8th Iberian Conference on
Information Systems and Technologies (CISTI). IEEE,
pp. 1–7.
D’ambrosio, U. (1995) ‘Multiculturalism and mathematics
education,’ International Journal of Mathematical
Education in Science and Technology, 26(3), pp. 337–
346. doi 10.1080/0020739950260304.
Embong, R. et al. (2010) ‘An insight into the mathematical
thinking of the Malay songket weavers,’ Procedia -
Social and Behavioral Sciences, 8, pp. 713–720. doi:
10.1016/j.sbspro.2010.12.099.
Engen, H. Van (2021) ‘Why Teach Mathematics?’, The
Mathematics Teacher, 38(2), pp. 51–55. doi:
10.5951/mt.38.2.0051.
Fauzan, A. and Yerizon, Y. (2013) ‘Pengaruh Pendekatan
RME dan Kemandirian Belajar Terhadap
Kemamampuan Matematis Siswa’, Prosiding
SEMIRATA 2013, 1(1).
fransisco (2020) ‘Jurnal Pendidikan Matematika’, Jurnal
Pendidikan Matematika, 8(2), pp. 77–88.
Fredy, F., Riwu, L. and Purwanty, R. (2022) ‘Pelatihan
Penggunaan Media Konkrit Berbasis Etnomatematika
dalam Pembelajaran Matematika pada Guru Sekolah
Dasar’, Mitra Mahajana: Jurnal Pengabdian
Masyarakat, 3(1), pp. 18–23. doi: 10.37478/
mahajana.v3i1.1497.
Griffin, P., Care, E. and McGaw, B. (2012) ‘The changing
role of education and schools, in assessing and teaching
21st-century skills. Springer, pp. 1–15.
Kirner, T. G., Reis, F. M. V. and Kirner, C. (2012)
‘Development of an interactive book with augmented
reality for teaching and learning geometric shapes,’ in
7th Iberian Conference on Information Systems and
Technologies (CISTI 2012). IEEE, pp. 1–6.
Lestari, E. S. (2022) ‘Peningkatan Hasil Belajar Siswa
Menggunakan Model Pembelajaran Problem Based
Learning pada Materi Sistem Imunitas’, Jurnal
Basicedu, 6(2), pp. 2687–2693. Doi: 10.31004/basic
edu.v6i2.2470.
Machali, I. (1970) ‘Kebijakan Perubahan Kurikulum 2013
dalam Menyongsong Indonesia Emas Tahun 2045’,
Jurnal Pendidikan Islam, 3(1), p. 71. doi:
10.14421/jpi.2014.31.71-94.
Madusise, S. (2015) ‘Cultural villages as contexts for
mediating culture and mathematics education in the
South African curriculum,’ Revista Latinoamericana
de Etnomatemática, 8(2), pp. 11–31. Available at:
http://www.redalyc.org/articulo.oa?id=274041586002.
Normina (2017) ‘Pendidikan dalam Kebudayaan’, Ittihad
Jurnal Kopertais Wilayah XI Kalimantan, 15(28), pp.
17–28.
OECD, O. (2019) Social Impact Investment 2019 The
Impact Imperative for Sustainable Development.
OECD.
Prahmana, R. C. I. and D’Ambrosio, U. (2020) ‘Learning
geometry and values from patterns: Ethnomathematics
on the batik patterns of Yogyakarta, Indonesia, Journal
on Mathematics Education, 11(3), pp. 439–456. doi:
10.22342/jme.11.3.12949.439-456.
Safitri, E. (2022) ‘Pentingnya Nilai-Nilai Budaya dalam
Pendidikan’, pp. 1–8. Available at: https://thesis
commons.org/73q8k/.
Setiawan, H. et al. (2022) ‘Validitas Perangkat
Pembelajaran Geometri Berbasis Etnomatematika
Rumah Gadang’, Jurnal Cendekia: Jurnal Pendidikan
Matematika, 6(3), pp. 3484–3494. doi: 10.31004/
cendekia.v6i3.1881.
Setiawan, H. et al. (2023) ‘Analisis pendahuluan
pengembangan perangkat pembelajaran geometri
berbasis etnomatematika rumah gadang di smp kelas
vii’, 11(2), pp. 75–79. Doi: 10.37081/ed.v11i2.4574.
Setiawan, H., Fauzan, A. and Arnawa, I. M. (2021) ‘The
Development of Geometrical Learning Devices Based
on Rumah Gadang Ethnomathematics for Grade VII
Junior High School,’ Journal of Physics: Conference
Series, 1742(1). doi 10.1088/1742-6596/1742/
1/012003.
Analysis of Problem-Solving and Mathematical Communication Ability Levels and Students’ Readiness to Use Augmented Reality (AR)
Technology in Class VII Yunior High Schools and MTS
353
Sırakaya, M. and Alsancak Sırakaya, D. (2022)
‘Augmented reality in STEM education: A systematic
review,’ Interactive Learning Environments. Taylor &
Francis, 30(8), pp. 1556–1569.
Sroyer, A. M., Nainggolan, J. and Hutabarat, I. M. (2018)
‘Exploration of Ethnomathematics of House and
Traditional Music Tools Biak-Papua Cultural’,
Formatif: Jurnal Ilmiah Pendidikan MIPA, 8(3), pp.
175–184. doi: 10.30998/formatif.v8i3.2751.
Sunzuma, G. and Maharaj, A. (2021) ‘In-service
mathematics teachers’ knowledge and awareness of
ethnomathematics approaches,’ International Journal
of Mathematical Education in Science and Technology,
52(7), pp. 1063–1078. doi: 10.1080/0020739X.
2020.1736351.
Ulya, H. and Rahayu, R. (2022) ‘Pendampingan
Penyusunan Soal High Level Mathematical Thinking
Berbasis Etnomatematika Bagi Guru Matematika Di
Sub …’, Abdimas Unwahas, pp. 144–150. Available at:
https://publikasiilmiah.unwahas.ac.id/index.php/ABD/
article/viewFile/7502/4243.
Wahyudi, Suyitno, H. and Waluya, B. S. (2018) ‘Dampak
Perubahan Paradigma Baru matematika Terhadap
Kurikulum dan pembelajaran Matematika di Indonesia’,
jurnal Ilmiah Kependidikan, 1(1), pp. 38–47.
Yasin, A. M., Isa, M. A. M. and Endut, N. A. (2016)
‘Interactive prophet’s storybook using augmented
reality,’ in Envisioning the Future of Online Learning:
Selected Papers from the International Conference on e-
Learning 2015. Springer, pp. 391–399.
Yustinaningrum, B., Nurliana and Rahmadhani, E. (2018)
‘The ethnomathematics: Exploration of Gayo tribe
local wisdom related to mathematics education,’
Journal of Physics: Conference Series, 1088. doi
10.1088/1742-6596/1088/1/012061.
ICoIE 4 2022 - The Fourth International Conference on Innovation in Education
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