SlideShare a Scribd company logo
1 of 140
Creative Problem Solving in Mathematics
Among the Engineering Undergraduates
Lim Keng Keh
Mathematics Education
Universiti Teknologi Malayisa
PP133001
Supervisor: Dr. Zaleha Ismail
ABSTRACT
Engineering students nowadays facing the problem of applying whatever they have
learnt in the university to their future real world. This study is used to promote
engineering students to use their creative and critical thinking skills to solve open-
ended mathematical problem based on creative problem solving Therefore, we have to
understand how engineering students using their creativity and strategies to solve
mathematical problems. The aim of the research is to show that creative problem
solving can be applied in solving open-ended mathematical problems. This research
employed an exploratory design. Qualitative educational research method was chosen
as a methodology to explore and understand how the students can use solve open-
ended mathematical problems by applying all the procedures in creative problem
solving. First, a literature review is carried out in order to understand the methodology
and instruments used in the previous study of creative problem solving. The qualitative
data of the instruments can be triangulated to provide evidence of the validity of the
research.
Introduction : Nature of Open-Ended Mathematical Problems
1. Open-ended problems are ill-structured and there are many missing data and therefore
there is no fixed procedure to guarantee to get a correct answer. Foong (2002)
2. There are more than one solution for these types of problems and students can use
multiple approaches to solve the problems with little constraints on their methods
using.  Hancock (1995)
3. Open-ended problems can be considered as ill-structured problems and they lack of
sufficient data and standard procedures to find a correct answer for the problems.
Yee (2002)
4. This requires students to foster their higher order thinking skills to create solutions for
their open-ended mathematical problems.  Dyer and Moynihan (2000)
Introduction : Advantages of Open-Ended Mathematical Problems
1. It can encourage students to use multiple approaches to find a solution for their problem base
on their own scope and mathematical abilities.  Kwon and Park (2006).
2. It can also help students to engage in their active learning and construct their own
mathematical knowledge.  Sullivan (2006).
3. It can allow students to use different strategies to obtain their solutions and this gives them the
opportunity of developing their mathematical understandings and skills.  Capraro and
Cifarelli (2007)
4. It can help students to deepen their mathematical understandings and develop their
mathematical thinking by learning how to use different strategies to solve open-ended
mathematical problems.  Klavir and Hershkovitz (2008)
5. In the process of problem solving, students can discuss their solutions with diverse inferences
and this will also cultivate their mathematical communication skills.  Kwon and Park
(2006).
Introduction : Applying of CPS to solve Open-ended Mathematical Problems
Creative problem solving skills can be applied in solving open-ended mathematical problems.
This is because divergent and convergent thinking skills are demanded in the task of creative
problem solving (Basadur, 1995; Chang & Weng, 2002).
Divergent thinking
Divergent thinking can be evaluated with quality and quantity such as
fluency (How many ideas can be produced), flexibility (How much different
are the ideas produced), originality (How unique are the ideas produced) and
elaboration (How detailed are the ideas produced) (Sak & Maker, 2005).
According to Sak and Maker (2005), divergent thinking can use open-ended
problem to stimulate a variety of creative ideas by exploring many possible
solution. Therefore, divergent thinking can produce a variety of solutions.
The application of creativity can combine different ideas and generate more
than one possible solutions (Hudson, 1966,1968; Guilford, 1959, 1978).
Gibson, Folley and Park (2009) pointed out that divergent thinking can
produce a variety of responses with open-ended problems. They also told us
that divergent thinking can work best with poorly defined or unstructured
open-ended problems. According to Guilford (1959), divergent thinking is
determined by fluency, flexibility and originality and required to search for
ideas in all directions and boundaries.
Divergent thinking
Convergent thinking
According to Gomez (2007), Convergent thinking is characterized by
reproducing of known concepts or existing data and adopt old response to new
situation in a more or less logical manner. Convergent thinking can narrow the
possible responses to come up with a correct solution (Gibson, Folley & Park,
2009). Puccio (1998) pointed out that convergent thinking can be used to derive
the single best or correct solution form the given or stored information. Cropley
(1999) also told us that convergent thinking can produce only a single best solution
Convergent thinking can work best with well-defined problems with clearly
defined responses (Gibson, Folley & Park, 2009). Akbari Chermahini (2011)
claimed that convergent thinking is emphasized by its logic, accuracy and speed
with the application of set techniques, recognition of familiarity, recalling stored
information and decision-making strategies.
Convergent thinking
Background of the Research
Tong (2003) stated that most employers in Malaysia would employ engineering graduates
with not only technical skills but also non-technical skills such as communication skills,
planning and scheduling, people management skills, problem-solving skills, team
management and cost control. According to Kamsah (2004) engineering graduates in
Malaysia lack of generic skills to help them to apply their technical skills effectively.
Mohamed (2004) pointed out that engineering graduates nowadays not only have to possess
excellent academic degree but also generic skills in order to get employed as more
companies look for engineering graduates who can use their employability skills to help
them to apply their technical and knowledge effectively. Hassan (2007) also developed a
framework for employability skills and listed out the most important generic skills for
engineering graduates which is based on the criteria required for professional engineers
from the Accreditation of Engineering Program (EAC) manual as to indicate the most
important skills required by employers in Malaysia.
Employability skills as required by EAC
Statement of the problem
Mathematical problems with only one correct answer is very hard to develop
mathematical creativity (Shimada, 1997) and mathematical creativity is the essence
of mathematics which requires students to think creatively in mathematics and not
just to come out with correct answer (Dreyfus & Eisenberg, 1966; Ginsburg, 1996.
Problem solving can be used to foster creativity. According to Guilford (1987),
problem solving and creative thinking are closely related. He stated that creative
thinking can produce novel ideas while problem solving can produce a new income
in a new situation.
Vass and others (2002) provided a theoretical basis to develop problem solving
environments in order to support creativity. They also extend the concept of
usability to include creativity in the process of problem solving.
Concept Mind of Problem Solving
Purpose of the Study
The aim of the research is to show that creative problem solving can be applied in
solving open-ended mathematical problems. Open-ended mathematical problems are
not well-defined and there is no fixed procedure in solving the problems. Therefore,
students have to use multiple approaches and ideas with divergent and convergent
thinking skills to solve open-ended mathematical problems. Students are given the
opportunities to have freedom to find their own solutions based on their creative
problem solving skills.
According to Kwon and Park (2006), 398 seventh grade students were carried out
in the study of their divergent thinking skills by using open-ended mathematical
problems. The result shows that divergent thinking in mathematics can be cultivated
by using open-ended problems Therefore, creative problem solving in mathematics
can be used to solve open-ended mathematical problems since the problem solvers
have to alternate using not only their convergent but also divergent thinking skills
(Giangreco et. al., 1994).
Objectives of the study
This study is based on the use of strategies in creative problem solving in
mathematics and mathematical creativity and it is attempted to achieve the
following objectives:
To determine the mathematical creativity of the engineering undergraduates used to
solve open-ended mathematical problem.
To determine the mathematical strategies of the engineering undergraduates used to
solve open-ended mathematical problem.
To formulate a framework for solving open-ended mathematical problem by using
CPS.
Research Questions
The following research questions were formulated based on the objectives of the study:
What are the mathematical strategies used by engineering students to solve open-ended
mathematical problems?
What is the mathematical creativity used by engineering students to solve open-ended
mathematical problems?
How can a framework for solving open-ended mathematical problem by using CPS skills
be developed ?
Scope of the Study
This research study involves using creative problem solving to
solve open-ended mathematical problems. From this study, students
have to use their convergent and divergent thinking to develop their
solutions in a creative way. Engineering students from a local
university will participate in this research.
Significance of the Study
This study is significant in such a way that it is used to help us to
construct and design a framework for using strategies to solve creative
mathematical problems in mathematics.
This study can promote students to use their mathematical creativity and
strategies of creative problem solving to solve open-ended mathematical
problems. It is also help the students to develop their soft skills such as
problem-solving and creative thinking skills to enable them to succeed in
their future work place.
Malaysia Ministry of Education encourages students to develop their
creative and critical thinking skills in the 21st Century as stated in the
Preliminary Report of Malaysia Education Blue Print 2013-2025. This
study can help students to use their creative problem solving skills to
develop their critical thinking as well as their creative thinking.
The conceptual framework for the research.
was based on solving open-ended
mathematical problems with strategies in
creative problem solving and mathematical
creativity. Their relationships were
illustrated as shown in the Figure.
Finally, a framework for assessing creative
problem solving in mathematics is
generated. CPS was developed by
Treffinger et al. (1994). This conceptual
framework is also based on Lumsdaine’s
processes of creative problem solving by
using different mind sets with
superimposing on the Herrmann model of
thinking preference (Lumsdaine, 2007).
Conceptual Framework
Vygotsky recognized that learner as active learner
based on previous experience in a social and
cultural environment (Cobb, Wood & Yackel,
1990). He wrote that learner can develop new
understanding of mathematical knowledge with the
help of capable peers in the zone of proximal
development ZPD. As shown in the following
diagram, student can develop a new understanding
of a mathematical knowledge with the help of
capable peers by using CPS skills in the zone of
proximal development. According to Valsiner
(1987), there are two other zones added to
Vygotsky’s ZPD such as ZPA (Zone of Promoted
Action) and ZFM (Zone of Free Movement). ZPD
is the student’s skills and knowledge using CPS for
solving problem, ZPA is the student’s effort to
work collaboratively with capable peers and ZFM
is the student’s attitude and ability.
Theoretical Framework
Creativity
There are many definitions regarding creativity. Newell & Shaw (1972) defined
Creativity as generation of new ideas. Higgins (1999) suggest creativity must has
value either in new solution or recombined with other ideas. Haylock (1987)
defined creativity as the ability to associate the unrelated ideas with applications. He
believed that creative ideas can be generated by overcoming the fixation barriers.
Krutetskill (1976) characterized creativity with problem finding, originality and
invention. Runco (1993a) stated that creativity involves divergent and convergent
thinking, problem finding and problem solving. Boden (2004) mentioned that
combining familiar ideas in unfamiliar ways is known as creativity. According to
Boden, there are three types of creativity to generate new ideas. The first type is
combinational creativity which can use familiar ideas to generate new idea. The
second type is the exploratory creativity which can generate new idea by exploring
structured concepts. The third is the transformational creativity which transform
some dimensions of the structures to come out with new structure. Therefore, the
process of exploring and transforming a conceptual space can be used to generate
creativity.
All the definitions are actually can be combined
into three main categories. These are known as
creative person, products and processes. Creative
person is based on the intellectual, motivation,
personality and other characteristics. The creative
products are outcome or result based on its
usefulness and novelty. The creative processes are
focused on the cognitive processes to come out
with creative products. Creative context is the last
theme and it enables us to understand the place,
climate, culture or environment where creativity
can flourish (Isaksen, Dorval & Treffinger, 2011).
Creativity can be described with four overlapping
themes such as the characteristics of creative
people, the process, product of creativity and the
context of creativity (Isaksen, Dorval & Treffinger,
2011.
Four Overlapping Themes of Creativity
Isaken (1989) represented these
four themes with a Venn diagram
as shown in the diagram. Its show
their interactions in order to get a
whole picture of creativity
Assessment of creativity in terms of creative
products or creative outcomes had been developed by
Besemer and her colleagues. (Besemer, 1997; Besemer
& O’Quin, 1987, 1993, 1999; Besemer & Treffinger,
1981). Creative products can be evaluated based on
three dimensions as shown in the following diagram
Figure 2.2 (Isaksen, Dorval & Treffinger, 2011). The
first dimension is novelty which shows the originality
and newness of the products. The second dimension is
resolution which shows the effectiveness of using the
products to solve a problem. The third dimension is
style which shows how attractive and elegant the
product is. It is the extension or elaboration of the
product and extend beyond the basic requirement of
the product (Isaksen, Dorval & Treffinger, 2011).
Besemer’s Characteristics of Creative Products
Guilford started his research by
developing intelligence tests to select
pilots during World War II (Barlow,
2000). He developed a model to guide
his research of finding the creativity
among the people. In his book “The
Nature of Human Intelligence”,
Guilford (1967) proposed a model of
intelligence and represented it with a
cube of 150 factors as shown in the
following diagram Figure 2.3. He also
found that a person can be high in certain
ability and low in others, he wrote a book
in the year of 1977, “Way beyond the IQ”
to show that a person’s creativity can’t be
determined by his or her IQ.
Model of Intelligence
Convergent production (ability to look
for single solution for a problem).
Divergent production (ability to look for
many solutions for a problem).
Definition of Mathematical Creativity
Torrance (1984) applied the concepts of fluency, flexibility and originality to creativity in
mathematics.
Hamard (1945) identified the ability to solve mathematical problems as the indicators of
mathematical creativity.
Henri Poincare (1948) defined mathematical creativity as forming, recognizing and
choosing important and useful combinations of ideas.
Erynck (1991) considered mathematical creativity as to create new mathematical concepts
by combining previous concepts or discovering new and unknown relationships between
mathematical facts.
According to Chamberlin and Moon (2005), mathematical creativity is based on divergent
thinking to generate nonstandard solution for a problem which can be solved by using
standard procedures.
Laycock (1970) claimed that mathematical creativity is the ability to look at the
mathematical problems from different perspectives and generate many ideas and then select
the best method to deal with them in different situations. Balka (1974) outlined six criteria to
describe mathematical creativity. They are used to check mathematical ability.
Assessment of mathematical creativity
According to Idris (2006), creativity-enriched mathematical problems rather than
routine problems can be used to assess mathematical creativity. Evans (1964) found
out three parameters used to assess mathematical creativity such as fluency,
flexibility and originality. Fluency is determined by the number of relevant
responses generated, flexibility is the number of relevant responses in different
categories of ideas generated and originality is the number of unusual ideas
generated. Prouse (1967) used students’ responses to assess their creativity based on
the parameters of fluency, and originality. Fluency is determined by the number of
responses given and originality is determined by the percentage of each relevant
response within the range of total responses given by the students.
Development and Foster of Mathematical Creativity
Torrance (1987) claimed that the tasks with the use of generating
many possible solutions can be used to stimulate mathematical
creativity compared to the tasks that can only generate one solution
Craft (2001) pointed out that problem which can be used to
generate more than one conjecture can be used to develop
mathematical creativity.
Hutchison (1990) also told us that two ancient mathematical
problems can be used to stimulate mathematical creativity. The first
problem is to trisect an angle into three equal parts and the second
problem is to divide a circle into any number of equal parts.
Tanner and Jones (2013) suggested that practical tasks and real
life mathematical problems which based on the procedure and rather
than the product can be used to help students to foster their
mathematical creativity.
The creative problem solving process uses different mind
sets by superimposing on the Herrmann model of thinking
preference (Lumsdaine, 2007). The explorer and
detective’s mind sets are used in the stage of problem
definition. Explorer uses divergent thinking to look for
more information to understand the problem whether the
detective uses convergent thinking to identify the problem.
Artist can come out with many unusual ideas based on
divergent thinking and judge only uses the best idea based
on convergent thinking. This is because artist’s mind set is
to generate many ideas in the stage of ideas generation
whether judge’s mind set’s is used in the stage of decision
making to select the best idea to be used. Producer’s mind
set is used to coordinate with others to carry out the plan in
the stage of solution implementation and engineer’s mind
set is used to create, evaluate and make practical use of the
solution in the stage of ideas evaluation. Both of them use
convergent and divergent thinking (Lumsdaine, 2007).
Mind Sets Superimposed on Herrmann Model
Creative and Critical thinking in CPS
CPS use both creative and critical thinking skills (Isaksen, Dorval & Treffinger, 2011). There
are two kinds of thinking in the process of CPS. Creative thinking can be used to generate many
types of unusual ideas while critical thinking can focus on the best ideas. We have to use critical
and creative thinking to help us to solve a problem. Generating many wild and unusual ideas can
help us to expand and stretch our thinking to search for ideas from many different directions;
however, we have to contract and focus our thinking by screening, filtering and selecting the best
ideas. The dynamic balance generating and focusing work hand in hand. In order to make full use
of CPS skills (Isaksen, Dorval & Treffinger, 2011). Diverging and converging are actually
replaced by generating and focusing in the third edition of the book. Critical thinking involves the
process of analysing, evaluating, refining, developing and selecting while creative thinking
involves the process of brainstorming, making new connections, developing novel ideas (Isaksen,
Dorval & Treffinger, 2011). Brainstorming and ALUo (Advantages, Limitations, Unique
Qualities and overcoming limitations) are the two basic tools to be used for generating and
focusing in CPS (Isaksen, Dorval & Treffinger, 2011).
Creative Thinking
Creative thinking is a thinking process to explore many possible solution to generate many
creative ideas. As determined by its fluency, originality and flexibility, it can be used to generate
many responses from open-ended problem (Gibson, Folley & Park, 2009).
According to Gomez (2007) creative thinking is characterized by searching for many
alternatives and set aside for later evaluation. The generation of various ways of solving a
problem with defer judgement is to loosen up fixed patterns of thinking and come up with many
different ways of solution (Gomez, 2007). Problem can be solved in many different ways but
there is no guarantee of the best solution in every approach. Therefore, the judgement and
evaluation is done later to select the best solution (Gomez, 2007).
Kneller (2005) also pointed out that the process of creative thinking can be used to see
beyond the given situation and bring a new insight to the given situation by producing many
unusual and relevant ideas which can redefine some or all aspect of the problem.
Kirby (1999) claimed that we can superimpose one concept into another to modify and come
up with new ideas. He also told us that we can practice creative thinking by using brainstorming
(Kirby, 1999).
Creative thinking is actually a process of lateral and wide-ranging with suspended judgement
Barriers to Creative Thinking
In the book “Strategies for Creative Problem Solving”, Fogler (1995) also pointed out
that there are some barriers to generate creative ideas. He told us that if we define the
problem too narrowly, ambiguously, too anxious to finish the problem, look for the
solution that does not work or get too attached to the first solution that coming first to our
minds can become obstacles in generating our creative idea (Fogler, LeBlanc & Rizzo,
1995). Sometime, we assume that there is only one right answer and we do not look for
alternative solutions to the problem or we do not attack the real problem and get
distracted by irrelevant information (Fogler, LeBlanc & Rizzo, 1995). We will get
discouraged by our failure can this can make us losing our confidence and not willing to
take risk to solve the problem in the future because of our failure.
Fogler (1995) also pointed out that paying attention to negative aspect of the
problem, following the rules, depending too much on logic, not willing to take risk
because of failure and believing that one’s is not creative can cause barriers to generate
creative solution to the problems
Overcome barriers to creative thinking
There are some barriers to overcome in the process of creative thinking. Adair (1990)
pointed out that we can’t make our judgment too quickly and too early to come up with
many new ideas. We should suspend our judgment to allow our creative ideas to go
through the thresholds of our creative minds. If we lower our thresholds to let many of our
creative ideas to get through, we can prevent our creative ideas from killing. According to
Adair (1990), criticism can also kill seeds of creative ideas. If we stop criticizing our own
ideas, and help them to escape from premature criticism, the seeds of our creative thinking
may grow up to become trees of inspirations. According to Fogler (1995), we have to be
open to new ideas and develop the new ideas until at least it is completed. Learning new
things in other fields of study can bring new ideas to our creative minds and therefore we
have to keep us ahead of the field of study that we are now in can avoid using yesterday’s
technology to solve today’s problem. We also need to keep track of creative ideas that
coming to our minds at all time. Keeping sense of humour can also be used to relieve our
tensions and thus we will become more creative when we are relaxed. Engaging ourselves
in a creative hobbies can foster our creativity and promote creative thinking (Fogler,
LeBlanc & Rizzo, 1995).
Strategies Used in Creative Problem Solving
The book “Strategies for Creative Problem Solving” which was written by H. Scott Fogler and
Steven E. LeBlanc showed that there are strategies to solve problems with creativity. However,
there are altogether five main steps in the process of problem-solving such as Defining the
Problem, Generating Ideas, Deciding the Course of Action, Implementing the Solution and
Evaluation (Fogler & LeBlanc, 1995).
1. Define the Problem – Find the real problem, understand the main problem, collect data and
explore more details about it.
2. Generate Ideas – Generate as many ideas as possible to solve problem by using
brainstorming. Using Osborn’s Checklist SCAMER (Substitute, Combine, Adapt, Modify,
Magnify, Minify, Put to other uses, Eliminate and Rearrange) to generate ideas.
3. Deciding the course of action – Make a good decision by comparing all the approaches
based on their efficiency, effect and flexibility.
4. Implement the Solution – Get approval from all the members and plan to use their man
power, budget and resources to solve the problem.
5. Evaluation – Find out whether the solution meets all the criteria and logically solve the
problem. Check whether the solution chosen has significant impact on the problem.
Impact of Creative problem Solving Training
Therefore, two major effects after Creative Problem Solving CPS
training were found. They are the effects towards attitudes and the
effects towards behaviors. The development of creative attitudes can
also foster creative behaviors. Therefore, two types of researches are
carried out to understand the effect of Creative Problem Solving CPS
training.
In one hand, some researchers investigated attitudes towards
openness to divergent thinking, preference for ideation; in the other
hand, other researchers examined behaviors towards production of
creative ideas, ideational fluency and evaluation skills. However,
there were very little literature regarding the effects of Creative
Problem Solving CPS on mathematics.
Creative problem Solving and Mathematics
In the year of 1988, Baer researched the long term effects of creative problem solving training in
mathematics. The experimental group which was given a training on how to solve problems
based on Osborn Parnes CPS model and the control group was given a pre-tests just like the
experimental group before the training. The control group wasn’t given any training at all. The
post-tests were made up of divergent and convergent ideas. The results showed that the
experimental group outscored the control group even after 6 months later. Kandemir and Gür
(2009) stated that the study of creative problem solving had been carried out in mathematics
education. It was based on the views from the prospective mathematics teachers by
investigating what they had learned during and after their participation in the creative problem
solving training. The prospective mathematics teachers explored the questions used in the
creative problem solving scenario and thus helped them to develop their students’ creative
problem solving thinking skills. As a result, the training helped the prospective mathematics
teachers understood creativity and how to apply it in their teaching in mathematics (Kandemir &
Gür, 2009). Kashefi, Ismail, Yusof and Rahman (2011) also investigated the effects of using
creative problem solving skills to learn engineering mathematics in a blended learning
environment. First year undergraduates students participated in this study with 59 of them in the
treatment group and 57 in the control group. The result showed that the students in treatment
group abled to use CPS skills to help them to learn engineering mathematics
Qualitative educational research method was chosen as a methodology to
explore and understand how the students can use solve mathematics problems
by applying all the procedures in creative problem solving. This research can
also be used to study how students can solve problem collaboratively together
with the help of their peers The instrument of the research is based on the
literature review of CPS and problem solving in mathematics. A qualitative
research design for in CPS is drafted and generated. It is used to design a
framework for the implementation of the research. The instruments are tried
to uncover the procedures in the creative problem solving based on theoretical
framework to ensure that they all fit the purpose of the study. The qualitative
data will be collected and analyzed later.
Research methodology
Research Design
This research study employs a qualitative design. First, we would
like to know the results of students who use creative problem solving to
collaboratively solve mathematical problem with the support of their
peers. The quantitative data of the research study will be used to support
the qualitative data of the research. The quantitative data will be
collected from the analysis of the coding of qualitative data collected
from interviews, observation and documents analysis.
Population and Sample
This research study employs purposeful sampling as to help us to identify information-rich
cases (Suri, 2011). According to Patton (2005), purposeful sampling can help us to learn a great
deal of the information by focusing in depth on the carefully and purposely selected sample.
This is used to help us to understand how students using their strategies and creativity to solve
open-ended mathematical problems. There will be an intervention of creative problem solving in
mathematics after the students have solved the first problem in the process of mathematical
problem solving. The students will have to use all the stages of creative problem solving to solve
their second mathematical problem. Therefore a CPS training program is used to help the
students to get familiar with all the processes of CPS. A lesson plan is provided as a guide for
the instructor as well as the students. At last, their results will be assessed by using a rubric for
assessing CPS in mathematics. The students will be selected based on their willingness to
participate in the research. According to Olcay Sert (2005), pair work can contribute in students’
learning as they can check each other mistakes in their work and thus they can come out with a
good quality of work. Think-aloud strategy is also used in this study as Van Someren and others
(1994) stated that think-aloud method is very useful as it is a very direct way to understand
people in their problem solving. The method can also help other people to understand his or her
cognitive process of problem solving (Van Someren, et. al, 1994).
Instruments
The first instrument is used to find out the students’ creativity in solving the
mathematical problem. This instrument is based on the Lumsdaine’s Creative
Problem Solving. Students in a group of two are required to work out the
mathematical problem collaboratively. The students can use different strategies
to solve the open-ended mathematical problem and they are also required to
provide their solutions with their own explanations and sketches to be used for
further document analysis. They will be interviewed after they have solved the
open-ended mathematical problem to find out their opinions and ideas to use
their strategies and creativity to solve the mathematical problem. The second
instrument is interview questions are created in order to understand in depth the
students using their strategies and creativity to solve open-ended mathematical
problems.
Data Collection
Survey questionnaire is
used to collect quantitative data
as to understand how students
using their strategies to solve
mathematical problems. This
can be used to find out what
will they do before, during and
after solving the mathematical
problems. There are also three
qualitative data collection
methods used in this research
such as semi-structured
interviews, observations and
document analysis.
Open-ended mathematical problem is used to
determine the mathematical creativity of the
engineering students and their works will be
collected as documents for document analysis.
Document analysis, interview and observation are
used to determine whether the mathematical
creativity of engineering undergraduates is improved
after they have employed creative problem solving
strategies to solve open-ended mathematical
problems. All the three different instruments are
also used to help to triangulate the data. The
qualitative data will also be analysed from the semi-
structured interviews, observation and document.
These are thick and rich descriptions of personal
perceptions and point of views which are very useful
in understanding how the students solve the problem
creatively and critically.
Triangulation Of Data
An interview is conducted to understand the students’ opinions regarding their uses of
different strategies in solving mathematical problems. It is the best way to look into their
mathematical thinking and ideas to carry out the process of problem solving. Semi-structured
questions are used in the interview to investigate students’ ideas and planning in the process of
problem solving, so that we can get deep understanding in the investigation.
Observation is used to get deeper understanding than interview, this is because we can use
observation to capture moment, gesture and expression that participants themselves are not
aware of during their interactions in the group discussion. Participants are required to use
their creativity and strategies to solve the mathematical problems .
Document is another source of data that can help us to get even deeper understanding of
students’ interactions. These documents are students’ works, drawing, sketch or projects
which can provide evidence used for analysis. In the pilot study, the students work out the
problem in the whiteboard as recorded in the observation. .
Qualitative Research Study
Data Analysis
All these qualitative data are then combined at the end of data collection to verify the
results by means of triangulation in order to study the use of creative problem solving in
mathematics. With the help of these different methods, it can provide a richer and more
authentic description of the fields to investigate. In order to find out how the students are
going to use creative problem solving in their mathematical problem solving, we have to get
some understandings of the students’ interactions and discussions by using these methods to
get significant insight into their discussions, solving problems and building of knowledge
through mathematical thinking. Therefore, at the end of data analysis, we can get deeper
understanding of their thinking skills in using creative problem solving in mathematics. All
the qualitative data will be collected can therefore help us to uncover and to understand the
findings.
During the analysis procedure, all the significant quotations and patterns from the
conversation will be retained and the rest of them will be filtered out. The results will reveal if
there is a relationship among these qualitative data. Then, a conclusion will be drawn after
interpreting and analysing the findings.
Limitation of the Study
A study of group learning such as creative problem solving has been researched
interdisciplinary and internationally to find out the impact of learning among the
students in various fields of studies such as business, science, accounting and art.
However, the impact of the using creative problem solving to enhance learning in
mathematics among the students remains a challenge for the researchers to find out.
There is very little prior research has been studied creative problem solving in
mathematics and therefore, this research is carried out based on exploratory research
design to understand the effects of the using CPS in mathematics. Another limitation is
the small sample size with only one class of 25 students, the researcher can only use
qualitative research to understand how the students using creative problem solving skills
to solve open-ended mathematical problems collaboratively and there is a need and
great opportunity for future research.
Reference
Baer, J. M. (1988). Long-term effects of creativity training with middle school students. The Journal of Early Adolescence, 8(2), 183-193.
Basadur, M. (1995). Optimal ideation-evaluation ratios. Creativity Research Journal, 8(1), 63-75.
Berkley, R. (2004). Teaching composing as creative problem solving: Conceptualising composing pedagogy. British Journal of Music Education, 21(3),
239-263.
Capraro, M. M., Capraro, R. M., & Cifarelli, V. V. (2007). What are students thinking as they solve open-ended mathematics problems. In Proceedings
of the ninth international conference of Mathematics Education in a Global Community. Charlotte, NC.
Chang, C.-Y., & Weng, Y.-H. (2002). An exploratory study on students’ problem-solving ability in Earth sciences. International Journal of Science
Education, 24(5), 441–451.
Chen, Y. F., Mo, H. E., & Chang, C. Y. (2009, June). Integrating CSCL and CPS into One Teaching Strategy. In World Conference on Educational
Multimedia, Hypermedia and Telecommunications (Vol. 2009, No. 1, pp. 2380-2386).
Clohessy, D. L. (2011). Creating Visual Solutions: Using Creative Problem Solving Techniques in Graphic Design.
Dyer, M., & Moynihan, C. (2000). Open-ended question in elementary mathematics instruction & assessment. Eye on Education.
Fogler, H. S., & LeBlanc, S. E. (1995). Strategies for creative problem solving. PTR Prentice Hall.
Foong, P. Y. (2002). The role of problems to enhance pedagogical practices in the Singapore. The Mathematics Educator, 6(2), 15-31.
Giangreco, M. F., Cloninger, C. J., Dennis, R. E., & Edelman, S. W. (1994). Problem-solving methods to facilitate inclusive education.
Creativity and collaborative learning: A practical guide to empowering students and teachers, 321-346.
Hancock, C. L. (1995). Implementing the Assessment Standards for School Mathematics: Enhancing Mathematics Learning with
Open-Ended Questions. Mathematics Teacher, 88(6), 496-99.
Hélie, S., & Sun, R. (2008). Knowledge integration in creative problem solving. In Proceedings of the 30th Annual Meeting of the
Cognitive Science Society (pp. 1681-1686). Austin, TX: Cognitive Science Society
Horowitz, R. (1999). Creative problem solving in engineering design (Doctoral dissertation, Tel-Aviv University).
Kandemir, M. A., & Gür, H. (2009). The use of creative problem solving scenarios in mathematics education: views of some
prospective teachers. Procedia-Social and Behavioral Sciences, 1(1), 1628-1635.
Kashefi, H., Ismail, Z., Yusof, Y. M., & Rahman, R. A. (2011). Promoting Creative Problem Solving in Engineering Mathematics
through Blended Learning. In Engineering Education (ICEED), 2011 3rd International Congress on (pp. 8-13). IEEE.
Klavir, R., & Hershkovitz, S. (2008). Teaching and evaluating ‘openended’problems. International Journal for Mathematics Teaching
and Learning, 20(5), 23.
Kwon, O. N., Park, J. H., & Park, J. S. (2006). Cultivating divergent thinking in mathematics through an open-ended approach. Asia
Pacific Education Review, 7(1), 51-61.
Lampert, M. (1990). When the problem is not the question and the solution is not the answer: Mathematical knowing and teaching.
American educational research journal, 27(1), 29-63.
Myrmel, M. K. (2003). Effects of using creative problem solving in eighth grade technology education class at Hopkins North Junior
Polya, G. (2014). How to solve it: A new aspect of mathematical method. Princeton university press.
Prosser, M., & Trigwell, K. (1999). Understanding learning and teaching: The experience in higher education. McGraw-Hill
International.
Puccio, K. (1994). An analysis of an observational study of creative problem solving for primary children. Unpublished master’s project,
State University College at Buffalo, Center for Studies in Creativity, Buffalo, NY.
Schoenfeld, A. H. (1983). Problem solving in the mathematics curriculum: A report, recommendations, and an annotated bibliography.
AMC, 10, 12.
Sullivan, P. (2003). The Potential of Open-Ended Mathematics Tasks for Overcoming Barriers to Learning.
Wismath, S., Orr, D., & Good, B. (2012). Metacognition: Student Reflections on Problem Solving.
Wood, C. (2006). The development of creative problem solving in chemistry. Chemistry Education Research and Practice, 7(2), 96-113.
Wu, H. (1994). The role of open-ended problems in mathematics education. The Journal of Mathematical Behavior, 13(1), 115-128.
Yee, F. P. (2002). Using Short Open-ended Mathematics Questions to Promote Thinking and Understanding. In Proceedings of the 4 th
International Conference on The Humanistic Renaissance in Mathematics Education, Palermo, Italy.
Zheng, W., Wang, M. L., & Yin, J. Correlation Analysis of Scaffolding Creative Problem Solving Through Question Prompts with Process
and Outcomes of Project-Based Service Learning.
Comparison between PBL and CPS
Creativity Problem
Solving CPS was
developed over the years.
It started with Alex
Osborn who was the
founder of Creative
Education Foundation.
He outlined the seven
stage process of CPS
such as orientation,
preparation, analysis,
hypothesis, incubation,
synthesis and verification
in the first version of 1.0
of CPS in the year of
1952
CPS (Creative Problem Solving) Version 1.0
In the latest version of 6.1 of CPS, it
was developed into a system for carrying
out decision in the process of generating
outcomes and results. It also allows the
integration of other frameworks and tools in
the process of CPS. The appraising task and
designing process were also integrated in
the system. There were four elements in the
appraising task such as understanding the
people involved, understanding the desired
result, understanding the situation and
understanding the process option. The
designing process included the need
(components, stages and tools), scale
(session, project and initiative) and level
(individual, group and organization)
(Isaksen & Treffinger, 2004).
CPS (Creative Problem Solving) Version 6.1
In his book “Creative Thinking and Brainstorming”, Rawlinson (1981) pointed out that
creative thinking can be used to relate previously unrelated things or ideas which were already
existed. New ideas can be generated by making a connection of two or more existing
concepts or unrelated things. According to Rawlinson (1981), we don’t create new thing out
of nothing but just to change the old into new. Creative thinking can help us to find a
solution. This is because creative thinking is divergent, lateral and required to use imagination
to generate as many possible creative solutions with wild, unusual and even crazy ideas
(Rawlinson, 1981).
In his book “The Art of Creative Thinking”, Adair (1990) told us that creative thinking
require us to think in an opposite direction. He also mentioned that the process of making the
familiar strange can help us to develop creative thinking. Thus, we can aware of the new idea
in an old situation. We have to think outside the box and not allow our minds to be
constrained by our own preconceptions. Creative thinking can add wings to our imaginations
and break away from our own preconceptions. Creative thinking is a way of finding out
something new in our familiar situation (Adair, 1990). We get used to think in one way
direction and reverse thinking can help us to increase the ability to generate more new ideas.
We can also assimilate the strange with our familiar understanding is the process of making
strange familiar (Adair, 1990).
Meta Analysis of Creative Problem Solving
A meta-analysis is used to find out the effects of using creative problem solving.
These can be used as dependent variables in further study and thus independent
variable can be found after carefully examining their relationship. IEEE Xplore
Digital Library, UTM database library, Web of Science, Science Direct and
ProQuest were used as search enginee. Keywords such as creative problem solving,
creative thinking, creativity and problem solving were used to find out the relevant
materials.
The results showed that there is very little literature regarding creative problem
solving in mathematics. However, the effects of using creative problem solving in
other fields of study can be used as reference to support the findings. A meta-
analysis table is drawn based on the literature review of creative problem solving
and shows that creative problem solving can be applied in many fields of study
such as science, technology, art, design, engineering and accounting. The results
also shows that creative problem solving can be effectively applied in different
fields.
A framework would be a structure which will guide what you are going
to do, what concepts you will deal with. However, a model may seem to
be similar yet it contains variables which have been tested and are
supported by theories
a framework indicates the perspective you are using to approach
educational research. For example, your investigative framework might
suggest whether a quantitative or a qualitative approach is best for
addressing your research question. A model, though, is developed
within a framework. Your model is a descriptive tool that might, for
example, help you impose some order on how variables are potentially
interrelated so you can begin to formulate questions aligned with your
chosen framework. Theories are different. They can emerge from
models but they are prescriptive, not merely descriptive; therefore,
they can be tested.
Proposal defence 2016
Proposal defence 2016
Proposal defence 2016
Proposal defence 2016

More Related Content

What's hot

Increasing junior students’ learning outcome using systematic approach to pro...
Increasing junior students’ learning outcome using systematic approach to pro...Increasing junior students’ learning outcome using systematic approach to pro...
Increasing junior students’ learning outcome using systematic approach to pro...Journal of Education and Learning (EduLearn)
 
Research proposal 1
Research proposal 1Research proposal 1
Research proposal 1Ali Yah
 
Modelling the relationship between mathematical reasoning ability and mathema...
Modelling the relationship between mathematical reasoning ability and mathema...Modelling the relationship between mathematical reasoning ability and mathema...
Modelling the relationship between mathematical reasoning ability and mathema...Alexander Decker
 
Effect of division by factors approach on the pupils’
Effect of division by factors approach on the pupils’Effect of division by factors approach on the pupils’
Effect of division by factors approach on the pupils’Alexander Decker
 
EFFECTIVENESS OF SINGAPORE MATH STRATEGIES IN LEARNING MATHEMATICS AMONG FOUR...
EFFECTIVENESS OF SINGAPORE MATH STRATEGIES IN LEARNING MATHEMATICS AMONG FOUR...EFFECTIVENESS OF SINGAPORE MATH STRATEGIES IN LEARNING MATHEMATICS AMONG FOUR...
EFFECTIVENESS OF SINGAPORE MATH STRATEGIES IN LEARNING MATHEMATICS AMONG FOUR...Thiyagu K
 
Research proposal draft copy
Research proposal draft   copyResearch proposal draft   copy
Research proposal draft copyMiraAlmirys
 
Creativity Presentation
Creativity PresentationCreativity Presentation
Creativity Presentationmeg_lawler
 
'Research proposal'
'Research proposal''Research proposal'
'Research proposal'Noor Hasmida
 
Best PracticesMZISTEVMsalem
Best PracticesMZISTEVMsalemBest PracticesMZISTEVMsalem
Best PracticesMZISTEVMsalemDr. N. Asokan
 
Modelling presentation
Modelling presentationModelling presentation
Modelling presentationJohn Liakos
 
The Implementation of Matematika Gasing on Multiplication Concept Toward Inte...
The Implementation of Matematika Gasing on Multiplication Concept Toward Inte...The Implementation of Matematika Gasing on Multiplication Concept Toward Inte...
The Implementation of Matematika Gasing on Multiplication Concept Toward Inte...NERRU
 

What's hot (20)

Teachers’ knowledge of children’s mathematical development
Teachers’ knowledge of children’s mathematical developmentTeachers’ knowledge of children’s mathematical development
Teachers’ knowledge of children’s mathematical development
 
Final thesis-jen
Final thesis-jenFinal thesis-jen
Final thesis-jen
 
Mathematical
MathematicalMathematical
Mathematical
 
Increasing junior students’ learning outcome using systematic approach to pro...
Increasing junior students’ learning outcome using systematic approach to pro...Increasing junior students’ learning outcome using systematic approach to pro...
Increasing junior students’ learning outcome using systematic approach to pro...
 
Research proposal 1
Research proposal 1Research proposal 1
Research proposal 1
 
Modelling the relationship between mathematical reasoning ability and mathema...
Modelling the relationship between mathematical reasoning ability and mathema...Modelling the relationship between mathematical reasoning ability and mathema...
Modelling the relationship between mathematical reasoning ability and mathema...
 
Effect of division by factors approach on the pupils’
Effect of division by factors approach on the pupils’Effect of division by factors approach on the pupils’
Effect of division by factors approach on the pupils’
 
RESEARCH PROPOSAL
RESEARCH PROPOSALRESEARCH PROPOSAL
RESEARCH PROPOSAL
 
EFFECTIVENESS OF SINGAPORE MATH STRATEGIES IN LEARNING MATHEMATICS AMONG FOUR...
EFFECTIVENESS OF SINGAPORE MATH STRATEGIES IN LEARNING MATHEMATICS AMONG FOUR...EFFECTIVENESS OF SINGAPORE MATH STRATEGIES IN LEARNING MATHEMATICS AMONG FOUR...
EFFECTIVENESS OF SINGAPORE MATH STRATEGIES IN LEARNING MATHEMATICS AMONG FOUR...
 
Research proposal draft copy
Research proposal draft   copyResearch proposal draft   copy
Research proposal draft copy
 
Creativity Presentation
Creativity PresentationCreativity Presentation
Creativity Presentation
 
E portfolio
E portfolioE portfolio
E portfolio
 
Technology teaching
Technology teachingTechnology teaching
Technology teaching
 
Problem based learning to increase competence of critical thinking and proble...
Problem based learning to increase competence of critical thinking and proble...Problem based learning to increase competence of critical thinking and proble...
Problem based learning to increase competence of critical thinking and proble...
 
Dissertation EDUC 3805
Dissertation EDUC 3805Dissertation EDUC 3805
Dissertation EDUC 3805
 
'Research proposal'
'Research proposal''Research proposal'
'Research proposal'
 
Best PracticesMZISTEVMsalem
Best PracticesMZISTEVMsalemBest PracticesMZISTEVMsalem
Best PracticesMZISTEVMsalem
 
The effect of mathematics anxiety on the achievement of middle school student...
The effect of mathematics anxiety on the achievement of middle school student...The effect of mathematics anxiety on the achievement of middle school student...
The effect of mathematics anxiety on the achievement of middle school student...
 
Modelling presentation
Modelling presentationModelling presentation
Modelling presentation
 
The Implementation of Matematika Gasing on Multiplication Concept Toward Inte...
The Implementation of Matematika Gasing on Multiplication Concept Toward Inte...The Implementation of Matematika Gasing on Multiplication Concept Toward Inte...
The Implementation of Matematika Gasing on Multiplication Concept Toward Inte...
 

Similar to Proposal defence 2016

A Review Of Open-Ended Mathematical Problem
A Review Of Open-Ended Mathematical ProblemA Review Of Open-Ended Mathematical Problem
A Review Of Open-Ended Mathematical ProblemNancy Rinehart
 
An ICT Environment To Assess And Support Students Mathematical Problem-Solvi...
An ICT Environment To Assess And Support Students  Mathematical Problem-Solvi...An ICT Environment To Assess And Support Students  Mathematical Problem-Solvi...
An ICT Environment To Assess And Support Students Mathematical Problem-Solvi...Vicki Cristol
 
A Mindtool-Based Collaborative Learning Approach To Enhancing Students Innov...
A Mindtool-Based Collaborative Learning Approach To Enhancing Students  Innov...A Mindtool-Based Collaborative Learning Approach To Enhancing Students  Innov...
A Mindtool-Based Collaborative Learning Approach To Enhancing Students Innov...James Heller
 
A General Analytical Model For Problem Solving Teaching BoS
A General Analytical Model For Problem Solving Teaching  BoSA General Analytical Model For Problem Solving Teaching  BoS
A General Analytical Model For Problem Solving Teaching BoSDereck Downing
 
Polya's Problem-Solving Strategy
Polya's Problem-Solving StrategyPolya's Problem-Solving Strategy
Polya's Problem-Solving StrategyEFREN ARCHIDE
 
Analysis Of Student Problem Solving Skills In Harmonic Motion Materials
Analysis Of Student Problem Solving Skills In Harmonic Motion MaterialsAnalysis Of Student Problem Solving Skills In Harmonic Motion Materials
Analysis Of Student Problem Solving Skills In Harmonic Motion MaterialsTony Lisko
 
Authentic Tasks And Mathematical Problem Solving
Authentic Tasks And Mathematical Problem SolvingAuthentic Tasks And Mathematical Problem Solving
Authentic Tasks And Mathematical Problem SolvingJim Webb
 
Analysis of Students Creative Thinking in Solving Arithmetic Problems.pdf
Analysis of Students  Creative Thinking in Solving Arithmetic Problems.pdfAnalysis of Students  Creative Thinking in Solving Arithmetic Problems.pdf
Analysis of Students Creative Thinking in Solving Arithmetic Problems.pdfCarrie Romero
 
The effect of project based learning model with kwl worksheet on student crea...
The effect of project based learning model with kwl worksheet on student crea...The effect of project based learning model with kwl worksheet on student crea...
The effect of project based learning model with kwl worksheet on student crea...Alexander Decker
 
Module 4 application
Module 4 applicationModule 4 application
Module 4 applicationLucas Meister
 
Conceptual learning through learning objects: application in Mathematics clas...
Conceptual learning through learning objects: application in Mathematics clas...Conceptual learning through learning objects: application in Mathematics clas...
Conceptual learning through learning objects: application in Mathematics clas...CITE
 
Plenary-3_Improvisation-and-Design-Thinking_MVCano.pdf
Plenary-3_Improvisation-and-Design-Thinking_MVCano.pdfPlenary-3_Improvisation-and-Design-Thinking_MVCano.pdf
Plenary-3_Improvisation-and-Design-Thinking_MVCano.pdfSHEILAARAOJO
 
The convergence of mayer’s model and constructivist model towards problem sol...
The convergence of mayer’s model and constructivist model towards problem sol...The convergence of mayer’s model and constructivist model towards problem sol...
The convergence of mayer’s model and constructivist model towards problem sol...Alexander Decker
 
Development of a collaborative learning with creative problem solving process...
Development of a collaborative learning with creative problem solving process...Development of a collaborative learning with creative problem solving process...
Development of a collaborative learning with creative problem solving process...Panita Wannapiroon Kmutnb
 
Development of mathematical learning based contextual model in south minahasa...
Development of mathematical learning based contextual model in south minahasa...Development of mathematical learning based contextual model in south minahasa...
Development of mathematical learning based contextual model in south minahasa...Alexander Decker
 
Assessing Problem-Solving Strategy Use By Engineering Undergraduates
Assessing Problem-Solving Strategy Use By Engineering UndergraduatesAssessing Problem-Solving Strategy Use By Engineering Undergraduates
Assessing Problem-Solving Strategy Use By Engineering UndergraduatesHeather Strinden
 
Technological persuasive pedagogy a new way to persuade students in the compu...
Technological persuasive pedagogy a new way to persuade students in the compu...Technological persuasive pedagogy a new way to persuade students in the compu...
Technological persuasive pedagogy a new way to persuade students in the compu...Alexander Decker
 
THE_INNOVATIVE_PROBLEM_SOLVING_STRATEGY_AS_THE_MOD.pdf
THE_INNOVATIVE_PROBLEM_SOLVING_STRATEGY_AS_THE_MOD.pdfTHE_INNOVATIVE_PROBLEM_SOLVING_STRATEGY_AS_THE_MOD.pdf
THE_INNOVATIVE_PROBLEM_SOLVING_STRATEGY_AS_THE_MOD.pdfSamialsadi1
 

Similar to Proposal defence 2016 (20)

A Review Of Open-Ended Mathematical Problem
A Review Of Open-Ended Mathematical ProblemA Review Of Open-Ended Mathematical Problem
A Review Of Open-Ended Mathematical Problem
 
An ICT Environment To Assess And Support Students Mathematical Problem-Solvi...
An ICT Environment To Assess And Support Students  Mathematical Problem-Solvi...An ICT Environment To Assess And Support Students  Mathematical Problem-Solvi...
An ICT Environment To Assess And Support Students Mathematical Problem-Solvi...
 
A Mindtool-Based Collaborative Learning Approach To Enhancing Students Innov...
A Mindtool-Based Collaborative Learning Approach To Enhancing Students  Innov...A Mindtool-Based Collaborative Learning Approach To Enhancing Students  Innov...
A Mindtool-Based Collaborative Learning Approach To Enhancing Students Innov...
 
A General Analytical Model For Problem Solving Teaching BoS
A General Analytical Model For Problem Solving Teaching  BoSA General Analytical Model For Problem Solving Teaching  BoS
A General Analytical Model For Problem Solving Teaching BoS
 
Polya's Problem-Solving Strategy
Polya's Problem-Solving StrategyPolya's Problem-Solving Strategy
Polya's Problem-Solving Strategy
 
Some Methods Used by Mathematics Teachers in Solving Equations
Some Methods Used by Mathematics Teachers in Solving EquationsSome Methods Used by Mathematics Teachers in Solving Equations
Some Methods Used by Mathematics Teachers in Solving Equations
 
Analysis Of Student Problem Solving Skills In Harmonic Motion Materials
Analysis Of Student Problem Solving Skills In Harmonic Motion MaterialsAnalysis Of Student Problem Solving Skills In Harmonic Motion Materials
Analysis Of Student Problem Solving Skills In Harmonic Motion Materials
 
Thiru paper algebra
Thiru paper algebraThiru paper algebra
Thiru paper algebra
 
Authentic Tasks And Mathematical Problem Solving
Authentic Tasks And Mathematical Problem SolvingAuthentic Tasks And Mathematical Problem Solving
Authentic Tasks And Mathematical Problem Solving
 
Analysis of Students Creative Thinking in Solving Arithmetic Problems.pdf
Analysis of Students  Creative Thinking in Solving Arithmetic Problems.pdfAnalysis of Students  Creative Thinking in Solving Arithmetic Problems.pdf
Analysis of Students Creative Thinking in Solving Arithmetic Problems.pdf
 
The effect of project based learning model with kwl worksheet on student crea...
The effect of project based learning model with kwl worksheet on student crea...The effect of project based learning model with kwl worksheet on student crea...
The effect of project based learning model with kwl worksheet on student crea...
 
Module 4 application
Module 4 applicationModule 4 application
Module 4 application
 
Conceptual learning through learning objects: application in Mathematics clas...
Conceptual learning through learning objects: application in Mathematics clas...Conceptual learning through learning objects: application in Mathematics clas...
Conceptual learning through learning objects: application in Mathematics clas...
 
Plenary-3_Improvisation-and-Design-Thinking_MVCano.pdf
Plenary-3_Improvisation-and-Design-Thinking_MVCano.pdfPlenary-3_Improvisation-and-Design-Thinking_MVCano.pdf
Plenary-3_Improvisation-and-Design-Thinking_MVCano.pdf
 
The convergence of mayer’s model and constructivist model towards problem sol...
The convergence of mayer’s model and constructivist model towards problem sol...The convergence of mayer’s model and constructivist model towards problem sol...
The convergence of mayer’s model and constructivist model towards problem sol...
 
Development of a collaborative learning with creative problem solving process...
Development of a collaborative learning with creative problem solving process...Development of a collaborative learning with creative problem solving process...
Development of a collaborative learning with creative problem solving process...
 
Development of mathematical learning based contextual model in south minahasa...
Development of mathematical learning based contextual model in south minahasa...Development of mathematical learning based contextual model in south minahasa...
Development of mathematical learning based contextual model in south minahasa...
 
Assessing Problem-Solving Strategy Use By Engineering Undergraduates
Assessing Problem-Solving Strategy Use By Engineering UndergraduatesAssessing Problem-Solving Strategy Use By Engineering Undergraduates
Assessing Problem-Solving Strategy Use By Engineering Undergraduates
 
Technological persuasive pedagogy a new way to persuade students in the compu...
Technological persuasive pedagogy a new way to persuade students in the compu...Technological persuasive pedagogy a new way to persuade students in the compu...
Technological persuasive pedagogy a new way to persuade students in the compu...
 
THE_INNOVATIVE_PROBLEM_SOLVING_STRATEGY_AS_THE_MOD.pdf
THE_INNOVATIVE_PROBLEM_SOLVING_STRATEGY_AS_THE_MOD.pdfTHE_INNOVATIVE_PROBLEM_SOLVING_STRATEGY_AS_THE_MOD.pdf
THE_INNOVATIVE_PROBLEM_SOLVING_STRATEGY_AS_THE_MOD.pdf
 

Recently uploaded

EPANDING THE CONTENT OF AN OUTLINE using notes.pptx
EPANDING THE CONTENT OF AN OUTLINE using notes.pptxEPANDING THE CONTENT OF AN OUTLINE using notes.pptx
EPANDING THE CONTENT OF AN OUTLINE using notes.pptxRaymartEstabillo3
 
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...Nguyen Thanh Tu Collection
 
ACC 2024 Chronicles. Cardiology. Exam.pdf
ACC 2024 Chronicles. Cardiology. Exam.pdfACC 2024 Chronicles. Cardiology. Exam.pdf
ACC 2024 Chronicles. Cardiology. Exam.pdfSpandanaRallapalli
 
Solving Puzzles Benefits Everyone (English).pptx
Solving Puzzles Benefits Everyone (English).pptxSolving Puzzles Benefits Everyone (English).pptx
Solving Puzzles Benefits Everyone (English).pptxOH TEIK BIN
 
Quarter 4 Peace-education.pptx Catch Up Friday
Quarter 4 Peace-education.pptx Catch Up FridayQuarter 4 Peace-education.pptx Catch Up Friday
Quarter 4 Peace-education.pptx Catch Up FridayMakMakNepo
 
Hierarchy of management that covers different levels of management
Hierarchy of management that covers different levels of managementHierarchy of management that covers different levels of management
Hierarchy of management that covers different levels of managementmkooblal
 
How to Configure Email Server in Odoo 17
How to Configure Email Server in Odoo 17How to Configure Email Server in Odoo 17
How to Configure Email Server in Odoo 17Celine George
 
Alper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentAlper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentInMediaRes1
 
Proudly South Africa powerpoint Thorisha.pptx
Proudly South Africa powerpoint Thorisha.pptxProudly South Africa powerpoint Thorisha.pptx
Proudly South Africa powerpoint Thorisha.pptxthorishapillay1
 
Types of Journalistic Writing Grade 8.pptx
Types of Journalistic Writing Grade 8.pptxTypes of Journalistic Writing Grade 8.pptx
Types of Journalistic Writing Grade 8.pptxEyham Joco
 
Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17Celine George
 
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...JhezDiaz1
 
Keynote by Prof. Wurzer at Nordex about IP-design
Keynote by Prof. Wurzer at Nordex about IP-designKeynote by Prof. Wurzer at Nordex about IP-design
Keynote by Prof. Wurzer at Nordex about IP-designMIPLM
 
Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Mark Reed
 
Earth Day Presentation wow hello nice great
Earth Day Presentation wow hello nice greatEarth Day Presentation wow hello nice great
Earth Day Presentation wow hello nice greatYousafMalik24
 
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptxMULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptxAnupkumar Sharma
 
Framing an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdf
Framing an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdfFraming an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdf
Framing an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdfUjwalaBharambe
 
DATA STRUCTURE AND ALGORITHM for beginners
DATA STRUCTURE AND ALGORITHM for beginnersDATA STRUCTURE AND ALGORITHM for beginners
DATA STRUCTURE AND ALGORITHM for beginnersSabitha Banu
 

Recently uploaded (20)

EPANDING THE CONTENT OF AN OUTLINE using notes.pptx
EPANDING THE CONTENT OF AN OUTLINE using notes.pptxEPANDING THE CONTENT OF AN OUTLINE using notes.pptx
EPANDING THE CONTENT OF AN OUTLINE using notes.pptx
 
9953330565 Low Rate Call Girls In Rohini Delhi NCR
9953330565 Low Rate Call Girls In Rohini  Delhi NCR9953330565 Low Rate Call Girls In Rohini  Delhi NCR
9953330565 Low Rate Call Girls In Rohini Delhi NCR
 
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
 
ACC 2024 Chronicles. Cardiology. Exam.pdf
ACC 2024 Chronicles. Cardiology. Exam.pdfACC 2024 Chronicles. Cardiology. Exam.pdf
ACC 2024 Chronicles. Cardiology. Exam.pdf
 
Solving Puzzles Benefits Everyone (English).pptx
Solving Puzzles Benefits Everyone (English).pptxSolving Puzzles Benefits Everyone (English).pptx
Solving Puzzles Benefits Everyone (English).pptx
 
Quarter 4 Peace-education.pptx Catch Up Friday
Quarter 4 Peace-education.pptx Catch Up FridayQuarter 4 Peace-education.pptx Catch Up Friday
Quarter 4 Peace-education.pptx Catch Up Friday
 
Hierarchy of management that covers different levels of management
Hierarchy of management that covers different levels of managementHierarchy of management that covers different levels of management
Hierarchy of management that covers different levels of management
 
OS-operating systems- ch04 (Threads) ...
OS-operating systems- ch04 (Threads) ...OS-operating systems- ch04 (Threads) ...
OS-operating systems- ch04 (Threads) ...
 
How to Configure Email Server in Odoo 17
How to Configure Email Server in Odoo 17How to Configure Email Server in Odoo 17
How to Configure Email Server in Odoo 17
 
Alper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentAlper Gobel In Media Res Media Component
Alper Gobel In Media Res Media Component
 
Proudly South Africa powerpoint Thorisha.pptx
Proudly South Africa powerpoint Thorisha.pptxProudly South Africa powerpoint Thorisha.pptx
Proudly South Africa powerpoint Thorisha.pptx
 
Types of Journalistic Writing Grade 8.pptx
Types of Journalistic Writing Grade 8.pptxTypes of Journalistic Writing Grade 8.pptx
Types of Journalistic Writing Grade 8.pptx
 
Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17
 
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
 
Keynote by Prof. Wurzer at Nordex about IP-design
Keynote by Prof. Wurzer at Nordex about IP-designKeynote by Prof. Wurzer at Nordex about IP-design
Keynote by Prof. Wurzer at Nordex about IP-design
 
Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)
 
Earth Day Presentation wow hello nice great
Earth Day Presentation wow hello nice greatEarth Day Presentation wow hello nice great
Earth Day Presentation wow hello nice great
 
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptxMULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
 
Framing an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdf
Framing an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdfFraming an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdf
Framing an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdf
 
DATA STRUCTURE AND ALGORITHM for beginners
DATA STRUCTURE AND ALGORITHM for beginnersDATA STRUCTURE AND ALGORITHM for beginners
DATA STRUCTURE AND ALGORITHM for beginners
 

Proposal defence 2016

  • 1. Creative Problem Solving in Mathematics Among the Engineering Undergraduates Lim Keng Keh Mathematics Education Universiti Teknologi Malayisa PP133001 Supervisor: Dr. Zaleha Ismail
  • 2. ABSTRACT Engineering students nowadays facing the problem of applying whatever they have learnt in the university to their future real world. This study is used to promote engineering students to use their creative and critical thinking skills to solve open- ended mathematical problem based on creative problem solving Therefore, we have to understand how engineering students using their creativity and strategies to solve mathematical problems. The aim of the research is to show that creative problem solving can be applied in solving open-ended mathematical problems. This research employed an exploratory design. Qualitative educational research method was chosen as a methodology to explore and understand how the students can use solve open- ended mathematical problems by applying all the procedures in creative problem solving. First, a literature review is carried out in order to understand the methodology and instruments used in the previous study of creative problem solving. The qualitative data of the instruments can be triangulated to provide evidence of the validity of the research.
  • 3.
  • 4. Introduction : Nature of Open-Ended Mathematical Problems 1. Open-ended problems are ill-structured and there are many missing data and therefore there is no fixed procedure to guarantee to get a correct answer. Foong (2002) 2. There are more than one solution for these types of problems and students can use multiple approaches to solve the problems with little constraints on their methods using.  Hancock (1995) 3. Open-ended problems can be considered as ill-structured problems and they lack of sufficient data and standard procedures to find a correct answer for the problems. Yee (2002) 4. This requires students to foster their higher order thinking skills to create solutions for their open-ended mathematical problems.  Dyer and Moynihan (2000)
  • 5.
  • 6. Introduction : Advantages of Open-Ended Mathematical Problems 1. It can encourage students to use multiple approaches to find a solution for their problem base on their own scope and mathematical abilities.  Kwon and Park (2006). 2. It can also help students to engage in their active learning and construct their own mathematical knowledge.  Sullivan (2006). 3. It can allow students to use different strategies to obtain their solutions and this gives them the opportunity of developing their mathematical understandings and skills.  Capraro and Cifarelli (2007) 4. It can help students to deepen their mathematical understandings and develop their mathematical thinking by learning how to use different strategies to solve open-ended mathematical problems.  Klavir and Hershkovitz (2008) 5. In the process of problem solving, students can discuss their solutions with diverse inferences and this will also cultivate their mathematical communication skills.  Kwon and Park (2006).
  • 7.
  • 8. Introduction : Applying of CPS to solve Open-ended Mathematical Problems Creative problem solving skills can be applied in solving open-ended mathematical problems. This is because divergent and convergent thinking skills are demanded in the task of creative problem solving (Basadur, 1995; Chang & Weng, 2002).
  • 9. Divergent thinking Divergent thinking can be evaluated with quality and quantity such as fluency (How many ideas can be produced), flexibility (How much different are the ideas produced), originality (How unique are the ideas produced) and elaboration (How detailed are the ideas produced) (Sak & Maker, 2005). According to Sak and Maker (2005), divergent thinking can use open-ended problem to stimulate a variety of creative ideas by exploring many possible solution. Therefore, divergent thinking can produce a variety of solutions. The application of creativity can combine different ideas and generate more than one possible solutions (Hudson, 1966,1968; Guilford, 1959, 1978). Gibson, Folley and Park (2009) pointed out that divergent thinking can produce a variety of responses with open-ended problems. They also told us that divergent thinking can work best with poorly defined or unstructured open-ended problems. According to Guilford (1959), divergent thinking is determined by fluency, flexibility and originality and required to search for ideas in all directions and boundaries.
  • 11.
  • 12. Convergent thinking According to Gomez (2007), Convergent thinking is characterized by reproducing of known concepts or existing data and adopt old response to new situation in a more or less logical manner. Convergent thinking can narrow the possible responses to come up with a correct solution (Gibson, Folley & Park, 2009). Puccio (1998) pointed out that convergent thinking can be used to derive the single best or correct solution form the given or stored information. Cropley (1999) also told us that convergent thinking can produce only a single best solution Convergent thinking can work best with well-defined problems with clearly defined responses (Gibson, Folley & Park, 2009). Akbari Chermahini (2011) claimed that convergent thinking is emphasized by its logic, accuracy and speed with the application of set techniques, recognition of familiarity, recalling stored information and decision-making strategies.
  • 14.
  • 15.
  • 16.
  • 17.
  • 18. Background of the Research Tong (2003) stated that most employers in Malaysia would employ engineering graduates with not only technical skills but also non-technical skills such as communication skills, planning and scheduling, people management skills, problem-solving skills, team management and cost control. According to Kamsah (2004) engineering graduates in Malaysia lack of generic skills to help them to apply their technical skills effectively. Mohamed (2004) pointed out that engineering graduates nowadays not only have to possess excellent academic degree but also generic skills in order to get employed as more companies look for engineering graduates who can use their employability skills to help them to apply their technical and knowledge effectively. Hassan (2007) also developed a framework for employability skills and listed out the most important generic skills for engineering graduates which is based on the criteria required for professional engineers from the Accreditation of Engineering Program (EAC) manual as to indicate the most important skills required by employers in Malaysia.
  • 19.
  • 20. Employability skills as required by EAC
  • 21.
  • 22. Statement of the problem Mathematical problems with only one correct answer is very hard to develop mathematical creativity (Shimada, 1997) and mathematical creativity is the essence of mathematics which requires students to think creatively in mathematics and not just to come out with correct answer (Dreyfus & Eisenberg, 1966; Ginsburg, 1996. Problem solving can be used to foster creativity. According to Guilford (1987), problem solving and creative thinking are closely related. He stated that creative thinking can produce novel ideas while problem solving can produce a new income in a new situation. Vass and others (2002) provided a theoretical basis to develop problem solving environments in order to support creativity. They also extend the concept of usability to include creativity in the process of problem solving.
  • 23.
  • 24. Concept Mind of Problem Solving
  • 25.
  • 26. Purpose of the Study The aim of the research is to show that creative problem solving can be applied in solving open-ended mathematical problems. Open-ended mathematical problems are not well-defined and there is no fixed procedure in solving the problems. Therefore, students have to use multiple approaches and ideas with divergent and convergent thinking skills to solve open-ended mathematical problems. Students are given the opportunities to have freedom to find their own solutions based on their creative problem solving skills. According to Kwon and Park (2006), 398 seventh grade students were carried out in the study of their divergent thinking skills by using open-ended mathematical problems. The result shows that divergent thinking in mathematics can be cultivated by using open-ended problems Therefore, creative problem solving in mathematics can be used to solve open-ended mathematical problems since the problem solvers have to alternate using not only their convergent but also divergent thinking skills (Giangreco et. al., 1994).
  • 27.
  • 28. Objectives of the study This study is based on the use of strategies in creative problem solving in mathematics and mathematical creativity and it is attempted to achieve the following objectives: To determine the mathematical creativity of the engineering undergraduates used to solve open-ended mathematical problem. To determine the mathematical strategies of the engineering undergraduates used to solve open-ended mathematical problem. To formulate a framework for solving open-ended mathematical problem by using CPS.
  • 29.
  • 30. Research Questions The following research questions were formulated based on the objectives of the study: What are the mathematical strategies used by engineering students to solve open-ended mathematical problems? What is the mathematical creativity used by engineering students to solve open-ended mathematical problems? How can a framework for solving open-ended mathematical problem by using CPS skills be developed ?
  • 31.
  • 32. Scope of the Study This research study involves using creative problem solving to solve open-ended mathematical problems. From this study, students have to use their convergent and divergent thinking to develop their solutions in a creative way. Engineering students from a local university will participate in this research.
  • 33.
  • 34. Significance of the Study This study is significant in such a way that it is used to help us to construct and design a framework for using strategies to solve creative mathematical problems in mathematics. This study can promote students to use their mathematical creativity and strategies of creative problem solving to solve open-ended mathematical problems. It is also help the students to develop their soft skills such as problem-solving and creative thinking skills to enable them to succeed in their future work place. Malaysia Ministry of Education encourages students to develop their creative and critical thinking skills in the 21st Century as stated in the Preliminary Report of Malaysia Education Blue Print 2013-2025. This study can help students to use their creative problem solving skills to develop their critical thinking as well as their creative thinking.
  • 35.
  • 36. The conceptual framework for the research. was based on solving open-ended mathematical problems with strategies in creative problem solving and mathematical creativity. Their relationships were illustrated as shown in the Figure. Finally, a framework for assessing creative problem solving in mathematics is generated. CPS was developed by Treffinger et al. (1994). This conceptual framework is also based on Lumsdaine’s processes of creative problem solving by using different mind sets with superimposing on the Herrmann model of thinking preference (Lumsdaine, 2007). Conceptual Framework
  • 37.
  • 38. Vygotsky recognized that learner as active learner based on previous experience in a social and cultural environment (Cobb, Wood & Yackel, 1990). He wrote that learner can develop new understanding of mathematical knowledge with the help of capable peers in the zone of proximal development ZPD. As shown in the following diagram, student can develop a new understanding of a mathematical knowledge with the help of capable peers by using CPS skills in the zone of proximal development. According to Valsiner (1987), there are two other zones added to Vygotsky’s ZPD such as ZPA (Zone of Promoted Action) and ZFM (Zone of Free Movement). ZPD is the student’s skills and knowledge using CPS for solving problem, ZPA is the student’s effort to work collaboratively with capable peers and ZFM is the student’s attitude and ability. Theoretical Framework
  • 39.
  • 40. Creativity There are many definitions regarding creativity. Newell & Shaw (1972) defined Creativity as generation of new ideas. Higgins (1999) suggest creativity must has value either in new solution or recombined with other ideas. Haylock (1987) defined creativity as the ability to associate the unrelated ideas with applications. He believed that creative ideas can be generated by overcoming the fixation barriers. Krutetskill (1976) characterized creativity with problem finding, originality and invention. Runco (1993a) stated that creativity involves divergent and convergent thinking, problem finding and problem solving. Boden (2004) mentioned that combining familiar ideas in unfamiliar ways is known as creativity. According to Boden, there are three types of creativity to generate new ideas. The first type is combinational creativity which can use familiar ideas to generate new idea. The second type is the exploratory creativity which can generate new idea by exploring structured concepts. The third is the transformational creativity which transform some dimensions of the structures to come out with new structure. Therefore, the process of exploring and transforming a conceptual space can be used to generate creativity.
  • 41. All the definitions are actually can be combined into three main categories. These are known as creative person, products and processes. Creative person is based on the intellectual, motivation, personality and other characteristics. The creative products are outcome or result based on its usefulness and novelty. The creative processes are focused on the cognitive processes to come out with creative products. Creative context is the last theme and it enables us to understand the place, climate, culture or environment where creativity can flourish (Isaksen, Dorval & Treffinger, 2011). Creativity can be described with four overlapping themes such as the characteristics of creative people, the process, product of creativity and the context of creativity (Isaksen, Dorval & Treffinger, 2011. Four Overlapping Themes of Creativity Isaken (1989) represented these four themes with a Venn diagram as shown in the diagram. Its show their interactions in order to get a whole picture of creativity
  • 42. Assessment of creativity in terms of creative products or creative outcomes had been developed by Besemer and her colleagues. (Besemer, 1997; Besemer & O’Quin, 1987, 1993, 1999; Besemer & Treffinger, 1981). Creative products can be evaluated based on three dimensions as shown in the following diagram Figure 2.2 (Isaksen, Dorval & Treffinger, 2011). The first dimension is novelty which shows the originality and newness of the products. The second dimension is resolution which shows the effectiveness of using the products to solve a problem. The third dimension is style which shows how attractive and elegant the product is. It is the extension or elaboration of the product and extend beyond the basic requirement of the product (Isaksen, Dorval & Treffinger, 2011). Besemer’s Characteristics of Creative Products
  • 43.
  • 44. Guilford started his research by developing intelligence tests to select pilots during World War II (Barlow, 2000). He developed a model to guide his research of finding the creativity among the people. In his book “The Nature of Human Intelligence”, Guilford (1967) proposed a model of intelligence and represented it with a cube of 150 factors as shown in the following diagram Figure 2.3. He also found that a person can be high in certain ability and low in others, he wrote a book in the year of 1977, “Way beyond the IQ” to show that a person’s creativity can’t be determined by his or her IQ. Model of Intelligence Convergent production (ability to look for single solution for a problem). Divergent production (ability to look for many solutions for a problem).
  • 45.
  • 46. Definition of Mathematical Creativity Torrance (1984) applied the concepts of fluency, flexibility and originality to creativity in mathematics. Hamard (1945) identified the ability to solve mathematical problems as the indicators of mathematical creativity. Henri Poincare (1948) defined mathematical creativity as forming, recognizing and choosing important and useful combinations of ideas. Erynck (1991) considered mathematical creativity as to create new mathematical concepts by combining previous concepts or discovering new and unknown relationships between mathematical facts. According to Chamberlin and Moon (2005), mathematical creativity is based on divergent thinking to generate nonstandard solution for a problem which can be solved by using standard procedures. Laycock (1970) claimed that mathematical creativity is the ability to look at the mathematical problems from different perspectives and generate many ideas and then select the best method to deal with them in different situations. Balka (1974) outlined six criteria to describe mathematical creativity. They are used to check mathematical ability.
  • 47.
  • 48. Assessment of mathematical creativity According to Idris (2006), creativity-enriched mathematical problems rather than routine problems can be used to assess mathematical creativity. Evans (1964) found out three parameters used to assess mathematical creativity such as fluency, flexibility and originality. Fluency is determined by the number of relevant responses generated, flexibility is the number of relevant responses in different categories of ideas generated and originality is the number of unusual ideas generated. Prouse (1967) used students’ responses to assess their creativity based on the parameters of fluency, and originality. Fluency is determined by the number of responses given and originality is determined by the percentage of each relevant response within the range of total responses given by the students.
  • 49. Development and Foster of Mathematical Creativity Torrance (1987) claimed that the tasks with the use of generating many possible solutions can be used to stimulate mathematical creativity compared to the tasks that can only generate one solution Craft (2001) pointed out that problem which can be used to generate more than one conjecture can be used to develop mathematical creativity. Hutchison (1990) also told us that two ancient mathematical problems can be used to stimulate mathematical creativity. The first problem is to trisect an angle into three equal parts and the second problem is to divide a circle into any number of equal parts. Tanner and Jones (2013) suggested that practical tasks and real life mathematical problems which based on the procedure and rather than the product can be used to help students to foster their mathematical creativity.
  • 50.
  • 51.
  • 52.
  • 53. The creative problem solving process uses different mind sets by superimposing on the Herrmann model of thinking preference (Lumsdaine, 2007). The explorer and detective’s mind sets are used in the stage of problem definition. Explorer uses divergent thinking to look for more information to understand the problem whether the detective uses convergent thinking to identify the problem. Artist can come out with many unusual ideas based on divergent thinking and judge only uses the best idea based on convergent thinking. This is because artist’s mind set is to generate many ideas in the stage of ideas generation whether judge’s mind set’s is used in the stage of decision making to select the best idea to be used. Producer’s mind set is used to coordinate with others to carry out the plan in the stage of solution implementation and engineer’s mind set is used to create, evaluate and make practical use of the solution in the stage of ideas evaluation. Both of them use convergent and divergent thinking (Lumsdaine, 2007). Mind Sets Superimposed on Herrmann Model
  • 54.
  • 55. Creative and Critical thinking in CPS CPS use both creative and critical thinking skills (Isaksen, Dorval & Treffinger, 2011). There are two kinds of thinking in the process of CPS. Creative thinking can be used to generate many types of unusual ideas while critical thinking can focus on the best ideas. We have to use critical and creative thinking to help us to solve a problem. Generating many wild and unusual ideas can help us to expand and stretch our thinking to search for ideas from many different directions; however, we have to contract and focus our thinking by screening, filtering and selecting the best ideas. The dynamic balance generating and focusing work hand in hand. In order to make full use of CPS skills (Isaksen, Dorval & Treffinger, 2011). Diverging and converging are actually replaced by generating and focusing in the third edition of the book. Critical thinking involves the process of analysing, evaluating, refining, developing and selecting while creative thinking involves the process of brainstorming, making new connections, developing novel ideas (Isaksen, Dorval & Treffinger, 2011). Brainstorming and ALUo (Advantages, Limitations, Unique Qualities and overcoming limitations) are the two basic tools to be used for generating and focusing in CPS (Isaksen, Dorval & Treffinger, 2011).
  • 56.
  • 57.
  • 58.
  • 59.
  • 60.
  • 61.
  • 62.
  • 63. Creative Thinking Creative thinking is a thinking process to explore many possible solution to generate many creative ideas. As determined by its fluency, originality and flexibility, it can be used to generate many responses from open-ended problem (Gibson, Folley & Park, 2009). According to Gomez (2007) creative thinking is characterized by searching for many alternatives and set aside for later evaluation. The generation of various ways of solving a problem with defer judgement is to loosen up fixed patterns of thinking and come up with many different ways of solution (Gomez, 2007). Problem can be solved in many different ways but there is no guarantee of the best solution in every approach. Therefore, the judgement and evaluation is done later to select the best solution (Gomez, 2007). Kneller (2005) also pointed out that the process of creative thinking can be used to see beyond the given situation and bring a new insight to the given situation by producing many unusual and relevant ideas which can redefine some or all aspect of the problem. Kirby (1999) claimed that we can superimpose one concept into another to modify and come up with new ideas. He also told us that we can practice creative thinking by using brainstorming (Kirby, 1999). Creative thinking is actually a process of lateral and wide-ranging with suspended judgement
  • 64.
  • 65. Barriers to Creative Thinking In the book “Strategies for Creative Problem Solving”, Fogler (1995) also pointed out that there are some barriers to generate creative ideas. He told us that if we define the problem too narrowly, ambiguously, too anxious to finish the problem, look for the solution that does not work or get too attached to the first solution that coming first to our minds can become obstacles in generating our creative idea (Fogler, LeBlanc & Rizzo, 1995). Sometime, we assume that there is only one right answer and we do not look for alternative solutions to the problem or we do not attack the real problem and get distracted by irrelevant information (Fogler, LeBlanc & Rizzo, 1995). We will get discouraged by our failure can this can make us losing our confidence and not willing to take risk to solve the problem in the future because of our failure. Fogler (1995) also pointed out that paying attention to negative aspect of the problem, following the rules, depending too much on logic, not willing to take risk because of failure and believing that one’s is not creative can cause barriers to generate creative solution to the problems
  • 66.
  • 67. Overcome barriers to creative thinking There are some barriers to overcome in the process of creative thinking. Adair (1990) pointed out that we can’t make our judgment too quickly and too early to come up with many new ideas. We should suspend our judgment to allow our creative ideas to go through the thresholds of our creative minds. If we lower our thresholds to let many of our creative ideas to get through, we can prevent our creative ideas from killing. According to Adair (1990), criticism can also kill seeds of creative ideas. If we stop criticizing our own ideas, and help them to escape from premature criticism, the seeds of our creative thinking may grow up to become trees of inspirations. According to Fogler (1995), we have to be open to new ideas and develop the new ideas until at least it is completed. Learning new things in other fields of study can bring new ideas to our creative minds and therefore we have to keep us ahead of the field of study that we are now in can avoid using yesterday’s technology to solve today’s problem. We also need to keep track of creative ideas that coming to our minds at all time. Keeping sense of humour can also be used to relieve our tensions and thus we will become more creative when we are relaxed. Engaging ourselves in a creative hobbies can foster our creativity and promote creative thinking (Fogler, LeBlanc & Rizzo, 1995).
  • 68.
  • 69. Strategies Used in Creative Problem Solving The book “Strategies for Creative Problem Solving” which was written by H. Scott Fogler and Steven E. LeBlanc showed that there are strategies to solve problems with creativity. However, there are altogether five main steps in the process of problem-solving such as Defining the Problem, Generating Ideas, Deciding the Course of Action, Implementing the Solution and Evaluation (Fogler & LeBlanc, 1995). 1. Define the Problem – Find the real problem, understand the main problem, collect data and explore more details about it. 2. Generate Ideas – Generate as many ideas as possible to solve problem by using brainstorming. Using Osborn’s Checklist SCAMER (Substitute, Combine, Adapt, Modify, Magnify, Minify, Put to other uses, Eliminate and Rearrange) to generate ideas. 3. Deciding the course of action – Make a good decision by comparing all the approaches based on their efficiency, effect and flexibility. 4. Implement the Solution – Get approval from all the members and plan to use their man power, budget and resources to solve the problem. 5. Evaluation – Find out whether the solution meets all the criteria and logically solve the problem. Check whether the solution chosen has significant impact on the problem.
  • 70.
  • 71. Impact of Creative problem Solving Training Therefore, two major effects after Creative Problem Solving CPS training were found. They are the effects towards attitudes and the effects towards behaviors. The development of creative attitudes can also foster creative behaviors. Therefore, two types of researches are carried out to understand the effect of Creative Problem Solving CPS training. In one hand, some researchers investigated attitudes towards openness to divergent thinking, preference for ideation; in the other hand, other researchers examined behaviors towards production of creative ideas, ideational fluency and evaluation skills. However, there were very little literature regarding the effects of Creative Problem Solving CPS on mathematics.
  • 72.
  • 73. Creative problem Solving and Mathematics In the year of 1988, Baer researched the long term effects of creative problem solving training in mathematics. The experimental group which was given a training on how to solve problems based on Osborn Parnes CPS model and the control group was given a pre-tests just like the experimental group before the training. The control group wasn’t given any training at all. The post-tests were made up of divergent and convergent ideas. The results showed that the experimental group outscored the control group even after 6 months later. Kandemir and Gür (2009) stated that the study of creative problem solving had been carried out in mathematics education. It was based on the views from the prospective mathematics teachers by investigating what they had learned during and after their participation in the creative problem solving training. The prospective mathematics teachers explored the questions used in the creative problem solving scenario and thus helped them to develop their students’ creative problem solving thinking skills. As a result, the training helped the prospective mathematics teachers understood creativity and how to apply it in their teaching in mathematics (Kandemir & Gür, 2009). Kashefi, Ismail, Yusof and Rahman (2011) also investigated the effects of using creative problem solving skills to learn engineering mathematics in a blended learning environment. First year undergraduates students participated in this study with 59 of them in the treatment group and 57 in the control group. The result showed that the students in treatment group abled to use CPS skills to help them to learn engineering mathematics
  • 74.
  • 75. Qualitative educational research method was chosen as a methodology to explore and understand how the students can use solve mathematics problems by applying all the procedures in creative problem solving. This research can also be used to study how students can solve problem collaboratively together with the help of their peers The instrument of the research is based on the literature review of CPS and problem solving in mathematics. A qualitative research design for in CPS is drafted and generated. It is used to design a framework for the implementation of the research. The instruments are tried to uncover the procedures in the creative problem solving based on theoretical framework to ensure that they all fit the purpose of the study. The qualitative data will be collected and analyzed later. Research methodology
  • 76.
  • 77. Research Design This research study employs a qualitative design. First, we would like to know the results of students who use creative problem solving to collaboratively solve mathematical problem with the support of their peers. The quantitative data of the research study will be used to support the qualitative data of the research. The quantitative data will be collected from the analysis of the coding of qualitative data collected from interviews, observation and documents analysis.
  • 78.
  • 79. Population and Sample This research study employs purposeful sampling as to help us to identify information-rich cases (Suri, 2011). According to Patton (2005), purposeful sampling can help us to learn a great deal of the information by focusing in depth on the carefully and purposely selected sample. This is used to help us to understand how students using their strategies and creativity to solve open-ended mathematical problems. There will be an intervention of creative problem solving in mathematics after the students have solved the first problem in the process of mathematical problem solving. The students will have to use all the stages of creative problem solving to solve their second mathematical problem. Therefore a CPS training program is used to help the students to get familiar with all the processes of CPS. A lesson plan is provided as a guide for the instructor as well as the students. At last, their results will be assessed by using a rubric for assessing CPS in mathematics. The students will be selected based on their willingness to participate in the research. According to Olcay Sert (2005), pair work can contribute in students’ learning as they can check each other mistakes in their work and thus they can come out with a good quality of work. Think-aloud strategy is also used in this study as Van Someren and others (1994) stated that think-aloud method is very useful as it is a very direct way to understand people in their problem solving. The method can also help other people to understand his or her cognitive process of problem solving (Van Someren, et. al, 1994).
  • 80.
  • 81. Instruments The first instrument is used to find out the students’ creativity in solving the mathematical problem. This instrument is based on the Lumsdaine’s Creative Problem Solving. Students in a group of two are required to work out the mathematical problem collaboratively. The students can use different strategies to solve the open-ended mathematical problem and they are also required to provide their solutions with their own explanations and sketches to be used for further document analysis. They will be interviewed after they have solved the open-ended mathematical problem to find out their opinions and ideas to use their strategies and creativity to solve the mathematical problem. The second instrument is interview questions are created in order to understand in depth the students using their strategies and creativity to solve open-ended mathematical problems.
  • 82.
  • 83. Data Collection Survey questionnaire is used to collect quantitative data as to understand how students using their strategies to solve mathematical problems. This can be used to find out what will they do before, during and after solving the mathematical problems. There are also three qualitative data collection methods used in this research such as semi-structured interviews, observations and document analysis.
  • 84.
  • 85. Open-ended mathematical problem is used to determine the mathematical creativity of the engineering students and their works will be collected as documents for document analysis. Document analysis, interview and observation are used to determine whether the mathematical creativity of engineering undergraduates is improved after they have employed creative problem solving strategies to solve open-ended mathematical problems. All the three different instruments are also used to help to triangulate the data. The qualitative data will also be analysed from the semi- structured interviews, observation and document. These are thick and rich descriptions of personal perceptions and point of views which are very useful in understanding how the students solve the problem creatively and critically. Triangulation Of Data
  • 86.
  • 87. An interview is conducted to understand the students’ opinions regarding their uses of different strategies in solving mathematical problems. It is the best way to look into their mathematical thinking and ideas to carry out the process of problem solving. Semi-structured questions are used in the interview to investigate students’ ideas and planning in the process of problem solving, so that we can get deep understanding in the investigation. Observation is used to get deeper understanding than interview, this is because we can use observation to capture moment, gesture and expression that participants themselves are not aware of during their interactions in the group discussion. Participants are required to use their creativity and strategies to solve the mathematical problems . Document is another source of data that can help us to get even deeper understanding of students’ interactions. These documents are students’ works, drawing, sketch or projects which can provide evidence used for analysis. In the pilot study, the students work out the problem in the whiteboard as recorded in the observation. . Qualitative Research Study
  • 88.
  • 89. Data Analysis All these qualitative data are then combined at the end of data collection to verify the results by means of triangulation in order to study the use of creative problem solving in mathematics. With the help of these different methods, it can provide a richer and more authentic description of the fields to investigate. In order to find out how the students are going to use creative problem solving in their mathematical problem solving, we have to get some understandings of the students’ interactions and discussions by using these methods to get significant insight into their discussions, solving problems and building of knowledge through mathematical thinking. Therefore, at the end of data analysis, we can get deeper understanding of their thinking skills in using creative problem solving in mathematics. All the qualitative data will be collected can therefore help us to uncover and to understand the findings. During the analysis procedure, all the significant quotations and patterns from the conversation will be retained and the rest of them will be filtered out. The results will reveal if there is a relationship among these qualitative data. Then, a conclusion will be drawn after interpreting and analysing the findings.
  • 90.
  • 91. Limitation of the Study A study of group learning such as creative problem solving has been researched interdisciplinary and internationally to find out the impact of learning among the students in various fields of studies such as business, science, accounting and art. However, the impact of the using creative problem solving to enhance learning in mathematics among the students remains a challenge for the researchers to find out. There is very little prior research has been studied creative problem solving in mathematics and therefore, this research is carried out based on exploratory research design to understand the effects of the using CPS in mathematics. Another limitation is the small sample size with only one class of 25 students, the researcher can only use qualitative research to understand how the students using creative problem solving skills to solve open-ended mathematical problems collaboratively and there is a need and great opportunity for future research.
  • 92.
  • 93. Reference Baer, J. M. (1988). Long-term effects of creativity training with middle school students. The Journal of Early Adolescence, 8(2), 183-193. Basadur, M. (1995). Optimal ideation-evaluation ratios. Creativity Research Journal, 8(1), 63-75. Berkley, R. (2004). Teaching composing as creative problem solving: Conceptualising composing pedagogy. British Journal of Music Education, 21(3), 239-263. Capraro, M. M., Capraro, R. M., & Cifarelli, V. V. (2007). What are students thinking as they solve open-ended mathematics problems. In Proceedings of the ninth international conference of Mathematics Education in a Global Community. Charlotte, NC. Chang, C.-Y., & Weng, Y.-H. (2002). An exploratory study on students’ problem-solving ability in Earth sciences. International Journal of Science Education, 24(5), 441–451. Chen, Y. F., Mo, H. E., & Chang, C. Y. (2009, June). Integrating CSCL and CPS into One Teaching Strategy. In World Conference on Educational Multimedia, Hypermedia and Telecommunications (Vol. 2009, No. 1, pp. 2380-2386). Clohessy, D. L. (2011). Creating Visual Solutions: Using Creative Problem Solving Techniques in Graphic Design. Dyer, M., & Moynihan, C. (2000). Open-ended question in elementary mathematics instruction & assessment. Eye on Education. Fogler, H. S., & LeBlanc, S. E. (1995). Strategies for creative problem solving. PTR Prentice Hall. Foong, P. Y. (2002). The role of problems to enhance pedagogical practices in the Singapore. The Mathematics Educator, 6(2), 15-31.
  • 94. Giangreco, M. F., Cloninger, C. J., Dennis, R. E., & Edelman, S. W. (1994). Problem-solving methods to facilitate inclusive education. Creativity and collaborative learning: A practical guide to empowering students and teachers, 321-346. Hancock, C. L. (1995). Implementing the Assessment Standards for School Mathematics: Enhancing Mathematics Learning with Open-Ended Questions. Mathematics Teacher, 88(6), 496-99. Hélie, S., & Sun, R. (2008). Knowledge integration in creative problem solving. In Proceedings of the 30th Annual Meeting of the Cognitive Science Society (pp. 1681-1686). Austin, TX: Cognitive Science Society Horowitz, R. (1999). Creative problem solving in engineering design (Doctoral dissertation, Tel-Aviv University). Kandemir, M. A., & Gür, H. (2009). The use of creative problem solving scenarios in mathematics education: views of some prospective teachers. Procedia-Social and Behavioral Sciences, 1(1), 1628-1635. Kashefi, H., Ismail, Z., Yusof, Y. M., & Rahman, R. A. (2011). Promoting Creative Problem Solving in Engineering Mathematics through Blended Learning. In Engineering Education (ICEED), 2011 3rd International Congress on (pp. 8-13). IEEE. Klavir, R., & Hershkovitz, S. (2008). Teaching and evaluating ‘openended’problems. International Journal for Mathematics Teaching and Learning, 20(5), 23. Kwon, O. N., Park, J. H., & Park, J. S. (2006). Cultivating divergent thinking in mathematics through an open-ended approach. Asia Pacific Education Review, 7(1), 51-61. Lampert, M. (1990). When the problem is not the question and the solution is not the answer: Mathematical knowing and teaching. American educational research journal, 27(1), 29-63. Myrmel, M. K. (2003). Effects of using creative problem solving in eighth grade technology education class at Hopkins North Junior
  • 95. Polya, G. (2014). How to solve it: A new aspect of mathematical method. Princeton university press. Prosser, M., & Trigwell, K. (1999). Understanding learning and teaching: The experience in higher education. McGraw-Hill International. Puccio, K. (1994). An analysis of an observational study of creative problem solving for primary children. Unpublished master’s project, State University College at Buffalo, Center for Studies in Creativity, Buffalo, NY. Schoenfeld, A. H. (1983). Problem solving in the mathematics curriculum: A report, recommendations, and an annotated bibliography. AMC, 10, 12. Sullivan, P. (2003). The Potential of Open-Ended Mathematics Tasks for Overcoming Barriers to Learning. Wismath, S., Orr, D., & Good, B. (2012). Metacognition: Student Reflections on Problem Solving. Wood, C. (2006). The development of creative problem solving in chemistry. Chemistry Education Research and Practice, 7(2), 96-113. Wu, H. (1994). The role of open-ended problems in mathematics education. The Journal of Mathematical Behavior, 13(1), 115-128. Yee, F. P. (2002). Using Short Open-ended Mathematics Questions to Promote Thinking and Understanding. In Proceedings of the 4 th International Conference on The Humanistic Renaissance in Mathematics Education, Palermo, Italy. Zheng, W., Wang, M. L., & Yin, J. Correlation Analysis of Scaffolding Creative Problem Solving Through Question Prompts with Process and Outcomes of Project-Based Service Learning.
  • 96.
  • 97.
  • 99.
  • 100.
  • 101.
  • 102.
  • 103. Creativity Problem Solving CPS was developed over the years. It started with Alex Osborn who was the founder of Creative Education Foundation. He outlined the seven stage process of CPS such as orientation, preparation, analysis, hypothesis, incubation, synthesis and verification in the first version of 1.0 of CPS in the year of 1952 CPS (Creative Problem Solving) Version 1.0
  • 104. In the latest version of 6.1 of CPS, it was developed into a system for carrying out decision in the process of generating outcomes and results. It also allows the integration of other frameworks and tools in the process of CPS. The appraising task and designing process were also integrated in the system. There were four elements in the appraising task such as understanding the people involved, understanding the desired result, understanding the situation and understanding the process option. The designing process included the need (components, stages and tools), scale (session, project and initiative) and level (individual, group and organization) (Isaksen & Treffinger, 2004). CPS (Creative Problem Solving) Version 6.1
  • 105. In his book “Creative Thinking and Brainstorming”, Rawlinson (1981) pointed out that creative thinking can be used to relate previously unrelated things or ideas which were already existed. New ideas can be generated by making a connection of two or more existing concepts or unrelated things. According to Rawlinson (1981), we don’t create new thing out of nothing but just to change the old into new. Creative thinking can help us to find a solution. This is because creative thinking is divergent, lateral and required to use imagination to generate as many possible creative solutions with wild, unusual and even crazy ideas (Rawlinson, 1981). In his book “The Art of Creative Thinking”, Adair (1990) told us that creative thinking require us to think in an opposite direction. He also mentioned that the process of making the familiar strange can help us to develop creative thinking. Thus, we can aware of the new idea in an old situation. We have to think outside the box and not allow our minds to be constrained by our own preconceptions. Creative thinking can add wings to our imaginations and break away from our own preconceptions. Creative thinking is a way of finding out something new in our familiar situation (Adair, 1990). We get used to think in one way direction and reverse thinking can help us to increase the ability to generate more new ideas. We can also assimilate the strange with our familiar understanding is the process of making strange familiar (Adair, 1990).
  • 106. Meta Analysis of Creative Problem Solving A meta-analysis is used to find out the effects of using creative problem solving. These can be used as dependent variables in further study and thus independent variable can be found after carefully examining their relationship. IEEE Xplore Digital Library, UTM database library, Web of Science, Science Direct and ProQuest were used as search enginee. Keywords such as creative problem solving, creative thinking, creativity and problem solving were used to find out the relevant materials. The results showed that there is very little literature regarding creative problem solving in mathematics. However, the effects of using creative problem solving in other fields of study can be used as reference to support the findings. A meta- analysis table is drawn based on the literature review of creative problem solving and shows that creative problem solving can be applied in many fields of study such as science, technology, art, design, engineering and accounting. The results also shows that creative problem solving can be effectively applied in different fields.
  • 107.
  • 108.
  • 109.
  • 110.
  • 111.
  • 112.
  • 113.
  • 114.
  • 115.
  • 116.
  • 117.
  • 118.
  • 119.
  • 120.
  • 121.
  • 122.
  • 123.
  • 124.
  • 125.
  • 126.
  • 127.
  • 128.
  • 129.
  • 130.
  • 131.
  • 132.
  • 133.
  • 134.
  • 135.
  • 136. A framework would be a structure which will guide what you are going to do, what concepts you will deal with. However, a model may seem to be similar yet it contains variables which have been tested and are supported by theories a framework indicates the perspective you are using to approach educational research. For example, your investigative framework might suggest whether a quantitative or a qualitative approach is best for addressing your research question. A model, though, is developed within a framework. Your model is a descriptive tool that might, for example, help you impose some order on how variables are potentially interrelated so you can begin to formulate questions aligned with your chosen framework. Theories are different. They can emerge from models but they are prescriptive, not merely descriptive; therefore, they can be tested.