Upload
others
View
0
Download
0
Embed Size (px)
Citation preview
Grade 7th Kinesthetic Student Mistakes in Mathematics Problem Solving
about Quadrilateral
Yusuf Adhitya, [email protected] , Indonesia University of Education
Abstract
The purpose of this research is to obtain type of mistakes and its reason of 7th
grade kinesthetic student in mathematics problem solving about quadrilateral. The mistakes of this study is based on Newman’s Error Analysis that are reading, comprehension, transformation, process skill, and encoding. Kinesthetic is the least of learning style composition in this class. The main characteristics of kinesthetic student are more physical and more moving. It makes a curiosity about how the kinesthetic student in mathematics problem solving. This research uses purposeful sanpling that there are three student as subjects. The subjects selected are three student indicated many mistakes. To collect data in this research is based on problem solving test and interview. Problem solving data are confirmed by interview as triangulation step. The analysis data are done by the following steps: data reduction stage, data presentation stage, verification stage and conclusion. The results showed that kinesthetics learning style student don’t have tendecy on type of mistakes. The mistakes are various but indicated kinesthetic students make first mistake in comprehension. Another mistakes are caused by comprehension mistakes. The reason is inability to undestand the problem solving test as narrative text. There are solutions to minimize the mistake such as using a mathematical props and doing outdoor learning to activate the kinesthetic movement.
Keywords: Newman’s Error Analysis ; Kinesthetic ; Quadrilateral
Introduction
Mathematics is one important science in building concepts and applications
of other sciences. Mathematics is considered so important that it has been included
in the primary school learning curriculum. Sumarmo (2006) says that one of the
important mathematical characteristics is the deductive process which requires
students to think logically and axiomatically. This makes the science of
mathematics also influence human cognitive development. Mathematics also has
the regularity seen from several rules, axioms, and formulas contained therein. The
rules in mathematics are interrelated and form a complete mathematical concept.
Studying mathematics must begin with understanding mathematical
concepts. Learning mathematical concepts is fundamental in understanding
mathematics (Monariska, 2016). Concepts of mathematics are often so complex
made students feel difficult. That matter makes an asumption that mathematics is
difficult (Ompusunggu, 2014). The difficult assumption can be found in the fact
that students often make mistakes in solving math problems (Satoto, 2012;
Nuroniah, 2013, Bintari & Chadra, 2013). The number of mistakes can be analyzed
and used as a guide to the evaluation of students' undestanding of the topic.
Futher, analysis of students’ mistake is going to lead to an explanation of the
source of the problem. Sources of misatakes by students should immediately get a
complete solution. One method of analysis is Newman's error analysis method.
Newman's error analysis method was first introduced in 1977 by Anne Newman.
According to Newman as quoted from the study (Singh, Rahman, & Hoon, 2010)
defines that there are 5 hierarchies that a person needs to solve a mathematical
problem description. The five hierarchies are reading, comprehension,
transformation, procces skill, and encoding.
The analysis can be used for making a prediction why the student make
mistakes in math problem. Teachers must understand students' attitude and
mistakes in learning math (Buckley, Reid, & Thomson, 2016; Tambychik &
Meerah, 2010). Teachers have to handle the problem. The teacher is responsible
for adapting the learning situation to the students' interests, background and
maturity. Therefore, the teacher should desaign the teaching material and
techniques according students’ characteristic (Ismail, Hussain, & Jamaluddin,
2010).
Based on the psychological aspects, the characteristics of students in
understanding the concept of a subject matter are also potentially in the mistakes.
One of the characteristics of the student is the student's learning style. The learning
style has very significant relationship with the child's attitude toward mathematics
(Sirmaci, 2010) . Learning styles are a way that people tend to choose to receive
information from the environment and process information. Each student must
have their own learning style. By looking at their students' learning styles and
teaching according to their learning styles, teachers are more likely to improve
teaching effectiveness and increase student learning outcomes (Oflaz & Turunc,
2012).
Deporter & Hernacky (2008) classifies three types of learning style. learning
styles are divided into three types. These three types of learning style are visual,
auditorial, and kinesthetic. These three types of learning styles that are
distinguished based on their tendency to understand and capture information more
easily using penglihtan, hearing, or do it yourself. One of the unique learning styles
is kinesthetic. Kinesthetic students prefer things that are physical (Fleming &
Mills, 1992). Many mathematics lessons in schools don’t support physical-based
activities. This certainly makes it a potential that kinesthetic students will find it
harder to understand math.
Based on the above background, the problems to be studied in this research
are as follows.
1. What are some types of mistakes made by a class VII class kinesthetics
student in solving quadrilateral math problems?
2. What are the causes of the mistakes made by the class VII junior kinesthetics
students in solving quadrilateral material math problems?
Literature Review
Definition and Characteristics of Kinesthetics Student
Kinesthetic learning style is a learning style in which a person is more
physical than visual and auditory (Ayala, Mendivil, Salinas, & Rios, 2013;
Ocampo, Silva, & Salinas, 2015; Touval, 2011; Tse, Thanapalan, & Chan, 2014;
Yahya & Noor, 2015). Based on DePotter & Henacky (2008) characteristics of
kinesthetics as follows (1) speak slowly, (2) responding to physical attention (3)
touch people to get their attention, (4) stand close when talking to people, (5)
always physically oriented and moving a lot and (7) learning through manipulation
and practice.
Newman Analysis Procedure
Error analysis used is Newman's Error Analysis consisting of five types of
errors: reading, comprehension, transformation, process skill, and encoding.
According to (Singh et al., 2010) the criteria of errors can be detailed as follows:
1. Reading error occurs if the student is unable to read the words or symbols
contained in the problem. This error can be detected by interview method.
2. Comprehension error occurs when the student is able to read the problem but
fails to understand what is needed to correct the problem.
3. Transformation error occurs if the student has understood what is needed in
the problem but fails to identify what mathematical operations are being used
to answer the solution of the problem.
4. Process skill error occurs when the student is able to determine the operation
used but the student has miscalculated or the wrong step is used.
5. Encoding error occurs when the student has been able to solve the problem but
the student is unable to restate what the question asks.
Method
The type of research used is qualitative research. In the opinion of Moleong
(2013) and Hatch (2002), qualitative research is a study aimed at understanding
things experienced by research subjects in their daily life, such as behavior,
perception, motivation, etc., described descriptively. The purpose of this research
is to obtain type of mistakes and its reason of 7 th grade kinesthetic student in
mathematics problem solving about quadrilateral The type of error to be
investigated is based on Newman's error procedure.
Determination of research subjects based on the results of observation and
suggestion of teachers (teacher grade VII). This is in coresponding with the
opinion Moleong (2013) that in qualitative research uses purposive sampling.
Researchers chose one class as a research subject with 32 class student. For
selecting the subject, researcher used some of instrument.
The instruments used in this study were researchers, questionnaire learning
styles adopted from Deporter & Hernacky (2008), problem solving test (6 word
problem), and interview questionnaires. Researchers used a questionnaire
instrument used to determine specifically how many children had an auditorial
learning style. The results of the questionnaire will serve as the basis for selecting
selected subjects that will be the focus of the analysis of error analysis and
interviews. Data analysis results of kinesthetics student error sorted from the
largest and smallest value. Data sorting aims to see how many errors they made.
After the selection process, three students represented the class of the kinesthetics
style learning style were selected. The three subjects were obtained from high-
ability, medium-ability, and low-ability students.
Data collection techniques used in this research are problem solving and
interviewing test. For data validity, triangulation is required. Triangulation used on
this test is triangulation method comparing test data and interview. The result of
problem solving test and data of interview result will be analyzed. Newman's error
procedure requires an interview. This is consistent with what has been done by
(Prakitipong & Nakamura, 2006; White, 2005), they use interviews to explain what
causes the mistakes of students in solving mathematical problems.
Result and Discussion
Based on the learning style questionnaire, kinesthetic-style students are the
smallest compositions among the three types of learning styles. The full results can
be seen in Figure 1.
Based on figure 1 it is seen that the number of students who have
kinesthetic learning style is five students. The percentage of kinesthetic students in
the class is 16.67%. This becomes a unique and interesting thing to examine the
extent to which the characteristics of kinesthetic students in understanding
mathematics. Based on Deporter & Hernacky (2008), kinesthetic people have the
main characteristic that is active and more relies on the physical. Based on this
physical tendency that makes kinesthetic students dominated by men (Kholid,
Pangestika, & Harta, 2016; Klement, 2014).
Based on the data source of the students' work in the problem-solving test
and the interview questionnaire results, 3 students were selected representing the
kinesthetic type learning style students. The three subjects were obtained from
high-ability, moderate, and low-ability students. The selected research subjects of
the students of the auditorial learning style are G24, G01, and G30. The problem-
solving and interviewing tests completed by the three subjects were analyzed by
Newman's error procedure. Analysis of G24, G01 and G30 subject data on problem
solving and interviewing tests can be seen in Table 1
Visual Auditorial Kinestetik05
101520
9
16
5
FIGURE 1. Comparison of Learning Styles
Table 1. The tendecy of the kinesthetics learning style students error
No SubjectError Accumulation
TendencyR C T PS E
1 G24 0 0 2 2 2 Tranformation, Process
Skill,and Encoding
2 G01 0 1 4 0 0 Transformation
3 G30 0 3 3 0 0 Comprehension and
Transformation
Note:
R : Reading PS : Process skill
C : Comprehension E : Encoding
T : Transformation
Based on Table 1, it is found that kinesthetic student don’t misread reading.
Students have been able to read the symbols and information contained in the
question. However, after being able to read, kinesthetic students tend to make the
main mistake in all the next steps. There is no trend at which stage kinesthetic
students are more dominant in error. The error begins with the student not being
able to complete at all (no understanding of the problem) mistaken for
comprehension until found carelessness in writing the final answer (encoding
error).
Comprehension Error
Based on Table 1, the comprehension error is done by G01 and G30. G24 is not
indicated to make a mistake. Among the two subjects who made the mistake it was
seen that the G30 made more mistakes. G20 made a mistake 3 times in the question
numbers 4, 5, and 6. Meanwhile, G01 made a mistake in the number 4. It appears
that the number 4 to be the location of the same error. G30 doesn’t even answer at
all about the number 4. Question in number 4 is as follows
“What happens to the area of a new parallelogram if a new parallelogram model is reduced to ¾ from the previous height but the base is magnified in size 4 times than before? Describe your opinion and prove it by including a logical step!”
Based on the description of the above questions it requires students to
understand the form of a story that contains material comparison and quadrilateral.
Because G30 did not work so the researcher focused more on analyzing the work
result of G01. G01 has tried to work but he made a mistake that needs to be
analyzed further. Here's the answer to the work of number 4 of G01
Figure 2. The result of G01work on problem number 4
Based on Figure 2, it shows that G01 only answers simply. Researchers
make the initial guess is the numbers contained in the question. When referring to
the problem, it shows that question number 4 is the word "¾ times and 4 times".
G01 has not been able to understand the problem and only multiplies it ¾ by 4 so
that it is obtained 3. G01 also doesn’t mention what that 3 means. To explore more
information, researchers conducted interviews to validate these assumption. The
following transcript of the interview has been translated from Indonesian to
English.
Q : What is being asked in this question?G01 : Area changingQ : How is the change?G01 : I don’t understand sir, I just multiply the numbers in the matterQ : Then what is the result?G01 : 3 SirQ : 3 What does that mean?G01 : (silent)P : OK. Which one is true, is it 3 times old area or 3 times new area?G01 : (silent)Q : Let's read the question again, this question is about the change of
area, if changed may be small or bigger, do you think it's getting bigger or smaller?
G01 : getting bigger Sir
Q : Which on is bigger?G01 : New area SirQ : So what's the conclusion?G01 : New area is 3 times the old area
Based on the results of the interview, it appears G01 error doesn’t write down what
is known and what is asked. In interview G01 claimed not to understand this
matter. G01 doesn’t do a wide comparison process old and new area. The visible
process is the multiplication between change of base and height. After doing
interview with guided questions, finally G01 understand the meaning of answer 3
having been obtained. This indicates G01 is less understanding of the concept of
comparison. Based on the results of work and interviews, G01 has difficulty
understanding the problem and has been wrong in the comprehension step.
To make the analysis is valid, researchers conducted interviews on the
G30. Although the G30 only writes what is known and there is no continuation,
the researcher considers there is information needing to be deepened from the G30
to strengthen kinesthetic student analysis. The following transcript of the interview
has been translated from Indonesian to English
Q : Why? Not understanding or lack of time?G30 : Do not understand sirQ : Try what is known from the problem?G30 : Do not understand sir, that's the base changed and height
changed Q : Why do not you understand?G30 : The language on the subject I can not understand. So I do not
know the point is what it is.Q : Do you know the size formula of parallelogram?G30 : base times height
Based on interviews and work results, G30 made a major mistake in the
step of comprehension. Comprehension errors caused by G30 less understanding
of language and what is meant in question. Kinesthetic students tend to be less
fond of reading (Tse et al., 2014). It also supports that kinesthetic students have
difficulty in the stage of comprehension or understanding problems.
Transformation Error
Based on Table 1, the transformation error is performed by all subjects.
G24 made a mistake in the two number of questions that is about 5 and 6. G01
made a mistake in four questions that is 1,3,5, and 6. Meanwhile, G30 made
mistakes in three numbers of questions that are 1,2, and 3. Trasnformation error
seen spread in all the questions. Subject G24 which is representative of high ability
students also make mistakes in questions 5 and 6. Problem number 6 is interesting
because G01 also make mistakes in the matter. Therefore, the researchers focused
on discussing G24 in the number 6. Question number 6 is written as follows
“Mr. Bayu's land is square-shaped with a circumference of 200 m. Some of the land will be used as agricultural land where the farmland is also square. If the ratio of the circumference of the land and the circumference of agricultural land is 5: 3, determine the land area that is not used as agricultural land!”
To start the analysis, here are the results of G24 work
Figure 3. the result G24 work result on problem number 6
According to Figure 3, it is seen that G24 uses numerical values and uses
only square circumference formulas. Initial suspicion, G24 made a tranformation
error that is not able to determine the correct strategy. The strategy that should be
done is to find the size of the agricultural land using the roving ratio and then look
for the area after the side is known. To explore more information, researchers
conducted interviews to validate these allegations. The following transcript of the
interview has been translated from Indonesian to English
P : Okay, try to explain how you do it?G24 : I multiplied Mr. so I got 120Q : Is that what? Is it wide or around?G24 : Area of SirQ : What's that 200?G24 : CircumferenceQ : Why are you doing the circumference minus the area?G24 : (silent)Q : How are you doing?G25 : 80 m...Q : Try that there is a square, what is the general formula? What is
the circumference formula?G24 : Area is s x s and circumference is 4s.Q : Why do not you use it? Do you now understand?G24 : Not yet sir
Based on the interview results, it appears that G24 uses the numbers in the
comparison and only multiplies them with circumference. It also appears that G24
does not understand the concept of fractional division by explaining the process of
dividing the fractions into the multiplication. In addition it is seen that G24
performs the calculation process 200-120 = 80. This is because G24 considers the
circumference as wide so as to find the difference. This shows G24 is less
understanding of the area and circumference of the square.
Transformation error is indicated by the use of the wrong strategy. Judging
from the work, kinesthetic-style students often try to solve problems using their
own strategies. Although their "trial and error" strategy is often a misconception, it
is in the opinion of De Porter & Hernacky (2008) that students of kinesthetic
learning style have the nature of wanting to do everything (try new things) and
learn through manipulation and practice. The cause of this error is the lack of
comprehension material and the concept of the relationship between the area and
the circumference of the quadrilateral so that after understanding what the question
is, the subject does not know how to solve it.
Process Skill Error
According Table 1, the process skill error is only done by G24. The other
two subjects have been misplaced in the tranformation step so that their error skill
process is more due to an error in the previous stage. G24 is indicative of a process
skill error in numbers 3 and 4. G24 which is a representative of high ability
students made a mistake at this stage. The researcher gives an example of the G24
work in number 3. Here's the number 3.
"An athlete ran around a square-shaped square with an area of 8100 m2. If the athlete is able to surround as many as 5 times within 6 minutes, what is the speed of the athlete's run? (in km / h)”
Based on the description of the above problem, the calculation that will
appear is the calculation of looking for the sides of the field and the circumference.
After that, the circumference information can be used to find the distance and
speed. To start the analysis, here are the results of G24 work on question number 3
Figure 4. the result G24 work result on problem number 3
Based on Figure 4, it appears that the selection strategy is correct. A new
error arises when calculating the total distance and speed. G24 still writes K = 360
then writes K = 360 x 5. This shows there is an error that 360 x 5 is still regarded
as a circumference instead of jaeak travel. In addition, the speed calculation
process is also wrong because 1800
6=300 km /hour. G24 does not convert unit m
to km. The division of 1800 by 6 also makes the researchers' confusion because 6
here does not represent anything. The researchers asumption is G24 intends to
write 60 instead of 6 which is likely to represent the number of minutes in an hour.
To explore this allegation, here are the results of interviews with G24 for question
number 3.
Q : Please explain!G24 : I use the area formula , s x s so to look for x. I got from √8100
then s = 90 P : Good. What is thecircumference formula?G24 : 4s SirQ : So how many results are there?G24 : 360Q : How many times round?G24 : 5 SirQ : What does it mean?G24 : 360 x 5, that is the total distance so it is obtained 1800Q : Then what is the speed formula?G24 : Divide time divided SirQ : What's your result?G24 : 1800 divided by 6 so obtained 300Q : 6 This is the unit of the minute why it turns into a clock?G24 : (silent)...Q : How about meter to km?G24 : I know 1 km = 1000 m SirQ : Then how about 1800m how many miles?G24 : (confused)
Based on interview results, G24 made a mistake. The error is that G24 does
not convert m to km and minute to hour. This supports the fact that G24 lacks
understanding of conversions between units. This error is a process skill error
Encoding Error
Based on Table 1, there is G24 made a mistake in the encoding stage.
Based on the above definition explained that the encoding error occurs when it is
able to understand, determine the appropriate steps and calculations but can not
reproduce what has been asked by the problem. G24 is a subject that represents a
high mathematical ability. It also becomes a unique discovery that needs to be
studied separately. The subject of G24 indicated an encoding error in Problem 1
and 2.
The error that will be more discussed is the G24 subject error at number 1
because it is more complex and error number 2 is similar to the error in number 1.
Question number 1 is written as follows
A rectangular painting with a length and width of 6: 5. If you know the extent of 750 cm2, determine the circumference of the painting!”
To start the analyst, the following shows the result of the work of subject
G24
Figure 5. the result G24 work result on problem number 2
Based on Figure 5, G24 has been able to solve the problem correctly. A
new error is visible when the subject of G24 does not rewrite with a conclusion
like "So the circumference of the rectangle is ....". In addition, the use of the wrong
unit is K = 110 cm2. The researcher's initial assumption was that G24 made a
writing error and lack of accuracy.
The next step is to conduct interviews to get valid facts and information.
The transcripts of interviews on G24 subject for number 1 are as follows
Q: How many results did you get?G24: 110 cm2
...Q: Is the unit correct?G24: Yes sirQ: If the circumference of the unit is cm2, what is the unit area?G24: (confused and start to realize if he is wrong
Based on the results of the interview, it turns out that the error of using cm2
as a circumference unit is not a mistake, but it is true that the subject of G24 does
not understand the correct circumference unit. Based on the triangulation process
obtained the facts and the conclusion that G24 made a major error in the encoding
step. This error is due to the inability of G24 to select the exact circumference unit
Conclusions and Suggestions
The results of the study concluded that kinesthetic student make a major
mistake in the steps of comprehension, transformation, process skill, and encoding.
This suggests that kinesthetic-style students don’t have a tendency in one type of
error. In general the cause of error is a poor understanding of the prerequisite
materials such as comparison, algebra, and linear equations of one variable.
Suggestions and solutions to minimize these errors can originate the teacher
or the students themselves. Students will learn more effectively if teachers provide
different learning activities in accordance with the trend of learning styles
(Alkhasawneh, Mrayyan, Docherty, Alashram, & Yousef, 2008). The suggested
activities to teachers to enhance student understanding of the concept and the
material so that it can minimize mistakes are (1) always using visual aids or props
or media that can be seen, touched, and manipulated the students as they learn to
stimulate curiosity, (2) getting used to standing/sitting next to students in guiding
students individually, (3) making the rules of the game so that the students could
be doing a lot of motion in the classroom, and (4) using the drama/simulation
concept concretely. Meanwhile, students in activities to minimize his mistakes
include learning by making use model and practice find the strategy completion
problem itself without having to memorize the formula of raw.
This study is still limited in the process of exploring the errors and
causes of kinesthetic student errors. Further research is needed such as research
related to other factors that may cause errors. Other factors can be viewed from
the aspects of students, aspects of teachers, aspects of learning, and aspects of
learning facilities. In addition, studies related to the effectiveness and effect of a
suitable learning model and minimizing errors are considered necessary to deepen
the results of this study. The kinesthetic aproach to teaching has an advantages
and can be adopted to the teaching mathematics(Touval, 2011).
Acknowledgements
The researcher would like to thank the Lembaga Dana Pendidikan (LPDP) so that
researchers can attend this conference.
References
Alkhasawneh, I. M., Mrayyan, M. T., Docherty, C., Alashram, S., & Yousef, H. Y.
(2008). Problem-based learning (PBL): Assessing students’ learning
preferences using vark. Nurse Education Today, 28(5), 572–579.
https://doi.org/10.1016/j.nedt.2007.09.012
Ayala, N. A. R., Mendivil, E. G., Salinas, P., & Rios, H. (2013). Kinesthetic
learning applied to mathematics using kinect. Procedia Computer Science,
25, 131–135. https://doi.org/10.1016/j.procs.2013.11.016
Buckley, S., Reid, K., & Thomson, S. (2016). Understanding and addressing
mathematics anxiety using perspectives from education , psychology and
neuroscience. Australian Council for Educational Research, 60(2), 157–170.
https://doi.org/10.1177/0004944116653000
DePorter, B & Mike H.2008. Quantum Learning: Membiasakan Belajar Nyaman
dan Menyenangkan. Bandung: Kaifa.
Fleming, N. D., & Mills, C. (1992). Not another inventory, rather a catalyst for
reflection. To Improve the Academy, 11(1), 137. Retrieved from
http://www.ntlf.com/html/lib/suppmat/74fleming.htm%5Cnhttp://digitalco
mmons.unl.edu/cgi/viewcontent.cgi?
article=1245&context=podimproveacad
Hatch, J. Amos. 2002. Doing Qualitative Research In Education Setting. New
York : State University of New York Press Albany
Ismail, A., Hussain, R. M. R., & Jamaluddin, S. (2010). Assessment of students’
learning styles preferences in the faculty of science, Tishreen University,
Syria. Procedia - Social and Behavioral Sciences, 2(2), 4087–4091.
https://doi.org/10.1016/j.sbspro.2010.03.645
Kholid, M. N., Pangestika, A. I., & Harta, I. (2016). Identification Of Learning
Styles In Terms Of Gender Differences And Emotional Quotient Levels, 109–
114.
Klement, M. (2014). How do my Students Study? An Analysis of Students’ of
Educational Disciplines Favorite Learning Styles According to VARK
Classification. Procedia - Social and Behavioral Sciences, 132, 384–390.
https://doi.org/10.1016/j.sbspro.2014.04.326
Moleong, L. J. 2013. Metodologi Penelitian Kualitatif. Bandung: Remaja
Rosdakarya.
Monariska, E. (2016). Penerapan Metode Mind Mapping. Jurnal PRISMA
Universitas Suryakancana, 2(2), 185–192.
Nuroniah, Miskatun. 2013. Analisis Kesalahan dalam Menyelesaikan Soal
Pemecahan Masalah dengan Taksonomi Solo. Unnes Journal of
Mathematics Education, Vol 2(2):1-9
Ocampo, H., Silva, G., & Salinas, P. (2015). Kinect TEAM: Kinesthetic Learning
Applied to Mathematics Using Kinect. Procedia Computer Science, 75(Vare),
169–172. https://doi.org/10.1016/j.procs.2015.12.234
Oflaz, M., & Turunc, T. (2012). The Effect of Learning Styles on Group Work
Activities. Procedia - Social and Behavioral Sciences, 46, 1333–1338.
https://doi.org/10.1016/j.sbspro.2012.05.297
Ompusunggu, V. D. K. (2014). Peningkatan Kemampuan Pemahaman Matematik
Dan Sikap Positif Terhadap Matematika Siswa Smp Nasrani 2 Medan
Melalui Pendekatan Problem Posing. Saintech, 6(4), 93–105.
Prakitipong, N., & Nakamura, S. (2006). Analysis of mathematics performance of
grade five students in Thailand using Newman procedure. Journal of
International Cooperation …, 9(1), 111–122. Retrieved from
http://home.hiroshima-u.ac.jp/cice/wp-content/uploads/publications/Journal9-
1/9-1-9.pdf
Satoto, Seto. 2012. Analisis Kesalahan Hasil Belajar Siswa dalam
Menyelelesaikan Soal dengan Prosedur Newman. Unnes Journal of
Mathematics Education, Vol 1(2) : 1-7
Singh, P., Rahman, A. A., & Hoon, T. S. (2010). The Newman procedure for
analyzing Primary Four pupils errors on written mathematical tasks: A
Malaysian perspective. Procedia - Social and Behavioral Sciences, 8(5), 264–
271. https://doi.org/10.1016/j.sbspro.2010.12.036
Sirmaci, N. (2010). The relationship between the attitudes towards mathematics
and learning styles. Procedia - Social and Behavioral Sciences, 9, 644–648.
https://doi.org/10.1016/j.sbspro.2010.12.211
Sumarmo, U. (2006). Pembelajaran keterampilan membaca matematika pada siswa
sekolah menengah. Bandung: Universitas Pendidikan Indonesia.
Tambychik, T., & Meerah, T. S. M. (2010). Students’ difficulties in mathematics
problem-solving: What do they say? Procedia - Social and Behavioral
Sciences, 8(5), 142–151. https://doi.org/10.1016/j.sbspro.2010.12.020
Touval, A. (2011). Teaching the perpendicular bisector. A kinesthetic approach.
Mathematics Teacher, 105(4), 269–273.
Tse, L. F. L., Thanapalan, K. C., & Chan, C. C. H. (2014). Visual-perceptual-
kinesthetic inputs on influencing writing performances in children with
handwriting difficulties. Research in Developmental Disabilities, 35(2), 340–
347. https://doi.org/10.1016/j.ridd.2013.11.013
White, A. L. (2005). Active mathematics in classrooms: Finding out why children
make mistakes – and then doing something to help them. Square One, 15(4),
15–19.
Yahya, W. F. F., & Noor, N. M. M. (2015). Decision Support System for Learning
Disabilities Children in Detecting Visual-Auditory-Kinesthetic Learning
Style. The 7th International Conference on Information Technology, 2015,
667–671. https://doi.org/10.15849/icit.2015.0115