ENHANCING STUDENTS’ MATHEMATICAL LOGICAL THINKING ABILITY AND SELF-REGULATED LEARNING THROUGH PROBLEM-BASED LEARNING
International Journal of Education, Vol. 8 No. 1 December 2014
ENHANCING STUDENTS’ MATHEMATICAL LOGICAL
THINKING ABILITY AND SELF-REGULATED LEARNING
THROUGH PROBLEM-BASED LEARNING
Euis E. Rohaeti
E-mail:
STKIP Siliwangi, Bandung
Budiyanto, A.M
E-mail:
SMAN Tegalsari Karawang,
Utari Sumarmo
E-mail:
STKIP Siliwangi, Bandung
Abstract
This study was intented to investigate the development of students’ mathematical logical
thinking ability and self-regulated learningthroughProblem-based Learning (PBL). This study
was a part of a master thesis and a sub-studyof a Postgraduate Research Grant from DGHE in
2013. This study was a pre-testpost-testquasi-experimental control group design involving 93
eleventh-gradestudents of a senior high school in Karawang which were chosen puposively.The
instrumentsof this study were an essay test on mathematicallogical thinking, a self-regulated
learning scale, and a scale measuring students’ perception on PBL. The study revealed that
students getting treatment on PBL attained better grades on mathematical logical thinking ability
than students taught by conventional teaching, though the grades were at low level. However,
there was no difference in gradesof self-regulated learning between students in the two groups
though thegrades were fairly good. Also, there was no correlation between mathematical logical
thinking ability and self-regulated learning with students’ positive opinions toward PBL.
Keyword: mathematical logical thinking, self-regulated learning, Problem-Based Learning,
perception toward PBL.
Introduction
Basically, mathematical logical thinking
ability as acomponent of mathematics learning
outcomes should be developed by high school
students. The reason is that mathematical
logical thinking ability is included in the vision
and the goals of mathematics teaching (BNSP,
2006, NCTM, 2000). As for the vision of
mathematics,it includes develop mathematical
thinking abilities which are logical,
systematic, critical, accurate, and creative.In
addition, othergoals of mathematics teaching
areto generate a reasonbased on mathematical
patterns andfeatures, to draw generalization,
as well as to proveand to clarify mathematical
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statements which illustrate the essence of
logical thinking in teaching mathematics.
Some experts defined the term oflogical
thinking differently. Capie and Tobin (as cited
in Sumarmo, 1987) assessed logical thinking
ability thorugh the Test of Logical Thinking
(TOLT) whichcovered five components,
namely controlling variable, proportional
reasoning,
probabilistic
reasoning,
correlational reasoning, and combinatorial
reasoning. Other researchers definelogical
thinking as to conclude using reasoning
consistently (Albrecht, as cited in Aminah,
2011); to think causally (Strydom, as cited
in Aminah, 2011); to think based on certain
Euis E. Rohaeti, Budiyanto, & Utari Sumarmo, Enhancing Students’ Mathematical Logical Thinking Ability
pattern or rules of inference (Minderovic,
Suryasumantri, Sponias, as cited in Aminah,
2011); and to thinkinvolving induction,
deduction, analysis, and synthesisactivities
(Iove your eyes, as cited in Aminah, 2011).
From these definitions, Sumarmo, Hidayat,
Zulkarnaen, Hamidah, & Sariningsih, (2012)
summarized a ctivities related to logical
thinking ability, such as conclud or estimate
relevant proportionon probability, correlation,
combinatorial computation, and on similarity
or analogy; and to generalize, prove, analyze,
and synthesis some cases.
Glasersfeld (as cited in Suparno, 1997),
Nickson (as cited in Hudojo, 2002), and
Polya (1973) state teacher’s role plays an
important role in improving students’ thinking
abilty; teacher not only delivers information
but also acts as a student, understands their
way of thinking,assists them to build their
knowledge,and improves their thinking
ability.Essentially, these roles are in line
with contructivism philosophy in which the
learning process involves students’ active
learning,connecting information to the prior
knowledge for building a more complex
and meaningful schemata, and emphasis on
investigating and inventing. One of teaching
learning models on the basis of constructivism
philosophy is problem-based learningor PBL
(Barrows &Kelson; Ibrahim &Nur; Stephen
and Gallagher as cited in Ratnaningsih,
2004). Problem-based learning (PBL)
starts the learning activities by presenting a
contextual problem relevant to the learned
material. Furthermore, Ibrahim and Nur (as
cited in Ratnaningsih, 2004) listed five stepsin
conducting PBL; they are engaging students
to the problem, managing them to learn,
guiding them to explore it individually or in
groups, helpingthem improve and present
their work, and helping them analyze and
assess theprocess of problem solving.
In approachs to teaching and learning,
there are some variables that may affect students’
mathematics achievement, particularly on
attaining good grades; one of the variables
is self-regulated learning (SRL).Several
researchers (Butler, 2002; Corno & Randi,
1999; Hargis, Paris & Winograd, 1998; Schunk
&Zimmerman, 1998; Wongsri, Cantwell, &
Archer, 2002, as cited in Sumarmo, 2006)
defined SRL in different ways but principally
they proposed three similar characteristics
of SRL, namelyplanning a goal, selectinga
strategy, and monitoring cognitive and affective
processes while answering an academic task.
Some studies reported that PBLis
better on developing various mathematical
abilitiesofsenior and junior high school
studentsthan conventional teaching, such
as Juandi (2008), Herman (2006), Permana
(2004), and Ratnaningsih (2004). Those
studies reported that students obtained fairly
good grades on various mathematical abilities.
Nevertheles, some of other studies employing
various teaching approaches reported that
senior high school students obtained low
to average grades on mathematical logical
thinking ability (Maya, 2005; Setiawati,
2014; Sumarmo, 1987; Sumarmo, Hidayat,
Zulkarnaen, Hamidah, & Sariningsih, 2012).
These studies found out that mathematical
logical thinking problems were relatively
difficult tasks for most of students. Furthermore,
Qohar (2010) reported that implementing
reciprocal teaching made students obtained
good grades on self-regulated learning.
Based on the a forementioned
background, the research questions of this
study are as following:
1. Are students’ grades of mathematical
logical thinking ability and their
N-Gaintaught by PBL higher than
the grades of those who are taught by
conventional teaching method?
2. Are students’gradeson self-regulated
learningtaught by PBL higher than the
grades of students who are taught by
conventional teaching method?
3. Is there any correlation between
mathematical logical thinking ability and
self-regulated learning?
4. What are students’ perceptions toward PBL?
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International Journal of Education, Vol. 8 No. 1 December 2014
Theoritical Review
Mathematical Logical Thinking and Selfregulated Learning
Capie and Tobin (Sum (...truncated)