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5th Slovakian-Hungarian Joint Symposium on Applied Machine Intelligence and Informatics
January 25-26, 2007 ░ Poprad, Slovakia
363 ░
Application of Problem-Based Learning in
Classroom Activities and Multimedia
Andrea Tick
BBS Faculty of International Management and Business, tick.andrea@kkfk.bgf.hu
Abstract: Problem-based learning (PBL) provides real-world, purposeful interactions to
help graduate and undergraduate students learn how to work with and learn from a diverse
group of people laterally and horizontally within a learning community. At the same time,
information technology in the 21st
century provides the opportunity to integrate learner
support into PBL learning environments. PBL and technology provide the opportunity for
communities to grow and learn together. Various types of activities implementing PBL
shape the classroom activities and reform the roles and duties of undergraduates and
teachers as well. This paper deals with the opportunities for undergraduate and graduate
students of how to learn important critical thinking and problem solving skills and share
their knowledge in the 21st
century.
Keywords: problem-based learning, PBL support systems, multimedia
1 Introduction
In the 21st
century up-to-date, promptly adaptable, practical knowledge form the
base for successful career, competitive advantage, success and achievements in the
life of graduates. Professional knowledge and language competencies are amongst
the skills and knowledge that promote career and success in life. The boom and
buzz words of the 21st
century like lifelong learning, promptly adaptable
knowledge, self-directed study, multimedia or information society all reflect the
significant characteristics of the information society. In the ‘learning society’ the
attitude to learning, the structure and organisation of the learning process have
been changing. The teaching-learning process moves from the ‘product-based’ to
‘process-based’ learning, and, in parallel, both content and structure of lessons
encourage students to engage in active and meaningful learning. The learning
environment facilitates such instructional methods that require learners to actively
gather and apply knowledge, therefore, takes another shape in which the student’s
as well as the teacher’s roles and duties alter. Consequently, further teaching-
learning methods evolve to meet the new requirements of the profession and the
demand of the higher education, notwithstanding the challenges of computer-
based learning. Practical training and tutor groups as well as work placements get
A. Tick
Application of Problem-Based Learning in Classroom Activities and Multimedia
░ 364
meaningful and central roles in professional education and training. In order to
achieve educational goals and offer active knowledge, the application of problem-
based learning (PBL) seems a successful learning tool. Contrary to the traditional
learning methods the fundamental principle behind PBL stands in the swap of
order of ‘lecture → training/seminar’ to ‘problem → training/tutor group →
lecture’.
This paper deals with the application of PBL methods and it outlines its essence.
The paper describes the PBL environment and certain activity types applicable in
PBL tutor groups. Furthermore, it shows some PBL activities integrated in
multimedia solutions and how these activities foster the teaching-learning process.
Finally, the paper presents the results of a student satisfaction survey about PBL
made among the students on the International Business Economics Course in
English at the Budapest Business School Faculty of International Management and
Business.
2 The Principle of Problem-based Learning
Most of higher educational institutes face the problem how to transfer knowledge
and how to develop and ensure professional and up-to-date practical skills.
Nowadays, obviously, lifelong learning has proved to be fundamental and the use
of multimedia, computer-based teaching–learning as well as e-learning, which,
according to Stockley [1] all include ‘the use of a computer or electronic device in
some way to provide training, educational or learning material’ 1
are all cutting a
bigger and bigger slice from the cake of education in the information society. At
the same time the learners must be trained and prepared to become an
independent, autonomous and lifelong learner who, as Oxford [2] claims, is able
to plan their ‘active, conscious, and purposeful self regulation of learning’2
.
Nevertheless, the undergraduates must be trained and skilled so as to ensure the
application of powerful communication and professional skills in their jobs thus
helping them to make a career.
As a consequence of the development of industrial society into the information
society the teacher-centred learning environment was smoothly replaced by the
learner-centred environment, in which the process of learning and not the product
is emphasised. Since PBL is a learner-centered instructional method it
unambiguously promotes process-oriented learning and numerous other factors
that enhance its. Barrows et al. defined PBL as ‘...the learning which results from
the process of working towards the understanding of, or resolution of, a
1
http://derekstockley.com.au/elearning-definition.html, 23. 04. 2006
2
Oxford, R. L.: 2003, p. 2
5th Slovakian-Hungarian Joint Symposium on Applied Machine Intelligence and Informatics
January 25-26, 2007 ░ Poprad, Slovakia
365 ░
problem’[3]. During the classroom tutorials learners are actively engaged in the
learning material, cooperate in the tutor groups and solve authentic, complex, real
life problems thus gaining the theoretical knowledge. Boud and Feletti claimed:
‘Problem based learning is an approach to structuring the curriculum which
involves confronting students with problems from practice which provide a
stimulus for learning’ [4]. During the process students learn to solve problems,
train their communicative skills, will be capable of critical thinking, get prompt
feedback and be involved in student self- and peer-assessment. As a result, such
skills are fostered that will actively and successfully back them in their future
career. As Barrows [5] states the learning process will become ‘an active,
integrated and constructive process (obviously) influenced by social and
contextual factors’ 3
. Mayo et al. stated that PBL posed significant, contextualized,
authentic situations, and provided students with resources, guidance, and
instruction when students developed and applied domain knowledge and problem-
solving skills [6]. PBL differentiates to a great extent from the traditional way of
teaching that student got familiar to in their primary and secondary education. The
principle behind PBL is to change the teaching-learning process and instead of
applying the ‘theory – practice’ (to put theory into practice, e.g. lab or trainings)
teaching process, PBL is characterised by the ‘problem - practice – theory’
learning process. Students get to know the problem first, and after having time to
discuss and analyse the problem they actively gather and apply knowledge to
solve the problem and find one or multiple solutions. The theoretical learning
material will be discussed during the evaluation lecture that follows the tutor
groups.
2.1 The Learning Environment and Participative Roles
In the student-centered learning environment that is desirable for PBL, the central
figure of the learning-teaching process is the student. The learning objective is not
the reproduction, recall and learning of passively received learning material but
the active and creative engagement of students in group work and in individual
study thus transferring the skills and knowledge. The individual, autonomous self-
directed learning gives the freedom to the learner to decide individually and
consciously on the learning strategy and on the time scale s/he wants to follow.
Within PBL students ‘identify their learning goals, help plan the seminar, lead
discussions’ 4
[7], [8] and conduct self- and peer assessment. PBL requires some
prior knowledge to start with. Should students know nothing about the given
problem or field of profession, the tutor should recognise and give a ‘minilecture’
before the phases of PBL might start. PBL presumes a conscious way of learning
through which the student not only studies the learning material but also actively
3
Barrows, H.S.: 1996, p. 5
4
Reynolds, F.: 1997, p. 269
A. Tick
Application of Problem-Based Learning in Classroom Activities and Multimedia
░ 366
learns it. Students must be aware of their prior knowledge and what they want to
learn and what learning strategy they want to apply. As a result, the learning
process becomes more interesting, more efficient and the students will become
more motivated and self-directed learners. Students will actively participate in the
learning process as well as actively take part in order to gain the knowledge (not
the teacher ‘lectures’ the learning material, but the student ‘gains’ the knowledge).
Learning becomes reflective learning that is the students with the help of the tutor
discuss the theory through the problem during the evaluation lecture that follows
the seminar or as it can be called the tutor group. The theoretical part of the
learning material is covered during these evaluation lectures.
2.2 The Structure of the Lesson
The structure of the lesson, the students’ roles and their activity, as well as the
teacher’s role significantly differs from the conventional roles in the traditional
teaching-learning environment. Moust, Bouhuijs és Schmidt [9] determined the
phases of a PBL lesson in seven steps. The tutorials practically are split into two,
since the evaluation and assessment of a problem is conducted in the following
tutorial. The table below presents these seven steps:
Steps Activities in and outside the tutorial
1 Clarify terms
and concepts
that are not clear
Clear away unnecessary obstacles such as terms and concepts that are
unknown or not understood.
2 Define the
problem
Clarify the problem that is to be solved by formulating one or more
questions.
3 Analyse the
problem
Give possible explanations base on prior knowledge. No discussion:
brainstorming. Give as many different explanations as possible on the
basis of prior knowledge, practical experience or your own ideas.
4 Discussion Discuss the possible explanations of step 3. Make the connection
between them clear. What knowledge is lacking?
5 Formulate
learning goals
On the basis of the results of step 4, formulate learning assignments in
the form of questions that have to be answered.
6 Self study Look for literature and sources of information to gain knowledge and
understanding of the subjects that are formulated in the learning goals.
First, study the theoretical concepts, than apply these to the problem
afterwards.
7 Evaluation The agenda of the evaluation is determined by the learning goals
formulated in the previous step. Take stock of the used sources of
information. Discuss the theories and explanations that were found for
the problem. Formulate in your own words (do not read out!). Have the
learning goals been reached?
Figure 1
Seven phases of PBL by Moust, Bouhuijs és Schmidt [9]
5th Slovakian-Hungarian Joint Symposium on Applied Machine Intelligence and Informatics
January 25-26, 2007 ░ Poprad, Slovakia
367 ░
2.3 Student Roles
In a PBL tutorial the roles of the student also turns from passive to active.
Contrary to the conventional lesson, ‘surviving’ the lesson is not a possible
alternative or behaviour, only active contribution to the discussion counts. A
student can play three main roles in a tutorial – roles taken in a discussion or in
group dynamics are not listed -: chair person, assistant and group member [9]. The
tasks related to the various roles are summarised in the following table.
Roles Tasks
Chairperson • Structures the tutor groups and chairs the discussion
• Monitors progress and time
• Summarises the outcome of every step
• Encourages active participation of the group members
• Contributes actively himself
Assistant • Puts the remarks made during step 1 to 5 and 7
on the blackboard in such a way that it is visible for everyone
• Provides structure
• Participates actively in the discussion
Group member • Contributes actively to the discussion
• Makes notes and writes down matters that are relevant for him
Figure 2
Student rolses based on Moust, Bouhuijs and Schmidt
As the fundamental criterion of group- and teamwork requires, students actively
participate in the work with their creative thinking and ideas, as well as they
gather information to the problem in their individual self study time. Furthermore,
students must learn the theory or the gathered information in order to enable them
to recall it and to apply it actively in the following tutorial. Without all this PBL
will fail to succeed.
2.4 Roles of the Teacher
Similarly to the changed student roles, the roles of the teacher also change
compared to the roles in the traditional teaching-learning environment. The
teacher becomes a tutor and a facilitator, whose role is to create such a learning
environment in which students feel comfortable and are encouraged to form their
ideas freely. In this learning environment mistakes are considered as possible
learning opportunities and not indicators of serious lack of knowledge. Tutors, of
course, still have professional knowledge and should the discussion go sideway,
the tutor has to intervene by asking questions and send the discussion back to the
right direction. If problem-solving is stuck at some point in the tutor group, the
teacher again intervenes with his/her questions in order to ‘roll the ball’ The tutor
must ‘find the appropriate balance between allowing students to discuss issues on
A. Tick
Application of Problem-Based Learning in Classroom Activities and Multimedia
░ 368
their own and intervening in group interactions’5
[11]. The tutor’s responsibility
is to stimulate the learning process, to encourage active cooperation within student
groups, and to monitor and assess the depth and complexity of the discussion, the
learning process, and the achievement of the learning goals. The teacher is not an
instructor, but a cognitive trainer, a coach who helps students become
independent, self-directed learners, who are capable of creative thinking therefore
ensuring more successful training. Consequently, PBL becomes again more
efficient and makes student more motivated in the learning process. At the same
time, the tutor should also develop classroom-and group-work norms, and the
attendance policy and give due dates and prescribe course fulfilment criteria.
3 Types of Problems in PBL Tutorials
PBL has successfully been being applied in several fields of profession since the
70s. PBL has proved to be successful in medical studies, in electronic engineering
as well as in economics education, since real life problems occur in each
discipline, these types of problems must be sold after graduation. If we restrict our
examination into higher education in foreign languages or in ESP (English for
Specific Purposes) it can be noted that these are content-based, process-oriented
educational forms, where language becomes a tool. In the fields of ESP it is
inevitable that the teacher/tutor should be familiar with the profession thus
resulting in a content-based educational form, where PBL can be applied.
There are four-five types of problems that can be applied in PBL courses. These
are case studies, simulations, role-plays, so-called ‘ill-structured’ i.e. problems
with multiple solutions and task-based or project-based problems. These types
can all be solved in group- and team- work or in workgroups. Self study is carried
out outside the tutorial as the form of autonomous, individual study. Workgroups
and/or group-work are the basic learning structures in PBL. They help to create
smaller learner- and working communities, to learn and work in these
communities and help students take on their ideas and arguments. A more liberal,
looser group dynamics make it possible for the students to learn such
communication skills like right questioning, brainstorming or arguing. They learn
to actively participate in the work process, since a PBL course always closes with
self- and peer- assessment. If the student is confident and feels that his/her opinion
and work is important for the group s/he will definitely become more motivated
and his/her learning efficiency grow.
5
Gijselsers, W.H.: 1997, p. 16
5th Slovakian-Hungarian Joint Symposium on Applied Machine Intelligence and Informatics
January 25-26, 2007 ░ Poprad, Slovakia
369 ░
3.1 Case Studies
The application of case studies in the traditional learning environment has already
required an active participation in the learning process. However, case studies can
be solved individually and do not require group discussions outside the classroom.
Case studies can be not only tailor-made, simplified case studies, but case studies
taken from journals, annual report, or periodicals as well. The tutor’s task is to
select such problems, debates or studies taken from real life cases that make the
tutorial up-to-date, more interesting and attractive.
3.2 Simulations
The merger of simulations and problem-based learning (PBL) can enhance both
active-learning strategies, on condition that adequate software is available.
Simulations benefit by using a PBL framework to promote student-directed
learning and problem-solving skills to explain a simulated dilemma with multiple
solutions. Further brainstorming and a discussion of possible other solutions can
be made outside the classroom. The practical usage of simulation games can be
seen during work placements which enable students to try out solutions found in
simulations in real life circumstances. PBL benefits because simulations structure
the information students receive to focus learning on the intended curriculum and
increase the strategy's effectiveness in a wider variety of venues. A combined
strategy - a PBL simulation - places its simulation at the forefront of learning and
helps students and teachers sift through the overwhelming complexity that can
arise in a more pure PBL [10].
3.3 Role-Plays
In role plays students are guided to a certain role within the framework of a given
multimedia education software, in which they have to make strategic decisions
and must undertake the positive and negative consequences of the decisions. Role
plays can also be conducted in classroom frame, however, it looses its content of
reality.
3.4 Multiple Solution Problems
Multiple solution problems face students to so-called ‘ill structured’ problems
with no single or ‘right’ solution, where students must look at many methods to
decide on the ideal solution of these open-ended and complex problems [7]. These
problems encourage most the students to actively participate in the debate and at
the same time help them to gather experience in decision making. Creativity,
flexibility and motivation are such skills that are improved to a great extend while
A. Tick
Application of Problem-Based Learning in Classroom Activities and Multimedia
░ 370
these problems help most to learn the ideas, concepts and techniques. The learning
goal of these problems is to emphasise the adequate depth of knowledge and not
the breadth of content covered. There is no unique solution, but solution
alternatives must be presented in case of these open-ended, complex problems. It
is not enough for students to recall the already learnt material but it has to be
actively used in order to enable students to support their own version of solution
and/or to give valid criticism and argumentation to others’ solutions.
3.5 Task-based Problems
Task-based problems include smaller problems like newspaper articles, photo,
charts, dialogue, citation or interview, furthermore discussion tasks, strategy tasks,
assignments and other application tasks [9]. The biggest difference between
problem solving and debates is that while, on the one hand, the central element of
problem solving is to find the right solution or explanation for a problem,
‘discussions’, on the other hand, ‘are introduced into the course to help students
adopt a more critical stance towards their subjects’6
and to teach arguing and
counter arguing. During these discussion students get familiar with negotiation
skills and learn more precise arguing techniques. These discussion will prepare
student for ‘their professional life where [they] will be required to conduct debates
and express [their] opinions articulately’ 7
. The aim of the strategy tasks is to teach
how to make rational judgements on the basis of well-grounded and valid
knowledge. In the decision making process students are required to underlie and
support each of their decision making steps. Good argumentation is half success
on professional life. The formulation of the steps needed for solving a certain
strategy task is emphasised. In assignments students are invited to study
individually and do research in the library or at home. The sources for research
and study material are explicitly specified. The presentation of an assignment
might give platform for further discussions and a new problem. Application tasks
aim to help students put theory into practice. These tasks might range from
statistics to law related tasks.
3.6 Project-based Learning
As a strategic step in PBL an advanced phase of project-based learning can be
integrated or can take over problem-based learning. In this phase the student is
capable of individual problem solving, applying theory in practical tasks and
pursue critical and creative thinking. Projects can be implemented in PBL courses,
i.e. teams must prepare a larger project autonomously by the end of the course,
6
Moust, J. H. C., Bouhuijs, P. A. J., Schmidt, H. G.: 2001, p. 41
7
Moust, J. H. C., Bouhuijs, P. A. J., Schmidt, H. G.: 2001, p. 41
5th Slovakian-Hungarian Joint Symposium on Applied Machine Intelligence and Informatics
January 25-26, 2007 ░ Poprad, Slovakia
371 ░
and/or a week can be dedicated as a project week, and the teams have to finish the
project by due date.
3.7 PBL-Support Systems
Taking the technological possibilities into account, multimedia and network-based
solutions in the virtual learning environment can further enhance the above
activity types. Since the virtual classroom offers similar services as a conventional
classroom [13] like interactive and programmed learning, assignment submissions
or consultations, PBL solutions are also offered via the web. There are numerous
computer-based solutions and software products that support problem-based
learning. The advantage of these programmes is that asynchronous learning can be
realised and students add as much information to the topic in questions as they
found useful. After brainstorming and gathering of ideas on a virtual platform,
these will be recorded and on the next occasion the starting point will be the end
point of the previous session. No ideas will be lost, while unnecessary and
redundant data can be deleted. Only the relevant information will be available for
the students at the solution of the problem. There are several computerised PBL
support systems such as document-based systems like CSILE, CALE, CNB,
McBAGEL and Web-SMILE or conferencing-based systems like CCL and
Belvedere and CROCODILE. In these systems the collaborative PBL activity is
mainly mediated by the shared information spaces. Some systems such as CSILE
and Belvedere support communication by providing a chatboard that is used
separately from the shared information spaces, however, they do not address the
problems of social orientation, group awareness, and customizing learning
contexts. By examining the drawbacks of the above PBL support systems
CROCODILE (Creative Open Cooperative Distributed Learning Environment)
[14] has been developed to fill the market niche. It strives to realise such features
like supporting social orientation, group awareness, customization of learning
environments, synchronization of collaborative activities, support shifting between
PBL strategies and execution of action plans that are all missing from the other
PBL support systems. The examination and evaluation of these PBL support
systems, however, is the task of some future research.
4 Evaluation of Problem-based Learning
One of the corner points of the application of problem-based methods is
evaluation and assessment. There are three different types of assessment: self
assessment, peer assessment and tutor’s assessment [12]. Furthermore, the course
and the problem based learning itself can be assessed. Eighty percent of the
courses on the International Business Economics course in English at the Faculty
A. Tick
Application of Problem-Based Learning in Classroom Activities and Multimedia
░ 372
of International Management and Business of the Budapest Business School are
taught in English. I have investigated about 60 students mainly on the fifth and
seventh semester of their studies how they evaluate PBL, what they have learnt
from it and to what extent they have found this method ‘better’ than the traditional
educational form. See the survey results below.
Frequency of Answers - all students
0
20
40
60
80
100
120
140
160
180
200
1 2 3 4 5
Answ
ers
Number
of
Answer
Frequency of Answers - foreign students
0
10
20
30
40
50
60
1 2 3 4 5
Answers
Number
of
Answer
Frequency of Answers - Hungarian students
0
20
40
60
80
100
120
140
160
1 2 3 4 5
Answers
Number
of
Answer
Figure 3
Frequency of answers in case of all the students, foreign students and Hungarian students
Upon evaluating the questionnaire neither the overwhelming success nor the
failure of PBL can be concluded. Evaluating the questions one by one it can be
noted that the students find PBL courses interesting (3.27), they discuss up-to-
date, real-life and relevant problems with pleasure, and are able to link the
theoretical knowledge to the problem. (3,8). Majority of the students prefer
teamwork and feel that they have learnt quite a lot from each other (3,08).
Regarding self-directed study, it would be advisable for students to work, do some
research and carry out self study in groups outside the classroom. It is quite
promising that two thirds of the students believe that they have studied as much
(3,23) as they could have done in a conventionally structured course and they
think they have learnt as thoroughly with PBL as they would have done on a
traditional course (3,06). Bearing in mind that the students have got used to the
conventional way of teaching throughout their earlier studies, the 3.23 result can
be considered a success. The average 2.97, however, which refers to the statement
that students would have understood the theory better in a conventional lecture-
seminar form, contradicts a bit to the previous result. In my opinion, the reason
behind the above is that students did not really enjoy the courses (2.97),
furthermore, the role of teacher/tutor comes to the forefront, since it is the tutor’s
role to create such a good atmosphere and build the group dynamics, in which
5th Slovakian-Hungarian Joint Symposium on Applied Machine Intelligence and Informatics
January 25-26, 2007 ░ Poprad, Slovakia
373 ░
students are not frustrated and have the courage to open up and give his/her
opinion. For the question referring to the study time three-quarters of students
think that they had to spend more time on studying and preparing for exams.
However, this – self-directed research and study – is one of the crucial points of
PBL. The teacher/tutor/facilitator will always be available for face-to-face
consultation either individually or in group forms. Evaluating the questionnaire by
separating the Hungarian and foreign students it can be noted that PBL are more
popular and acknowledged amongst foreign students (primarily students on the
Erasmus exchange programme from western countries) than among Hungarians.
Reasons might root in the differences in the educational structure and the culture
of the countries. In order to make PBL more successful and more efficient not
only the students but the teachers must be prepared and trained as well. In my
opinion, the slightly worse ‘Hungarian’ results reflect teacher resistance and
reluctance to PBL, since Hungarian teachers have also socialised in the
conventional educational structure and way of teaching. First the teacher ought to
be prepared for the application of a new method and their commitment might
bring the smashing success of problem-based learning.
Conclusions
Both the challenges of the 21st
century and the requirements of the professions
force higher educational institutes to integrate the training of problem solving
skills, team work and decision making in their curriculum. PBL has proved to be a
successful tool to a great extent, since it is capable of converting the passively
gained knowledge into an active one. The types of activities using PBL help to
create and train such skills like efficient communication skills, good presentation
skills, good meeting skills and at the same time prepare for teamwork.
Furthermore, this way of learning also prepares students for individual, life long
learning.
This paper has examined some potential activity types that can be integrated in
PBL courses, some PBL support systems, some pitfalls and has presented the
result of a survey on PBL made among the students studying on the dual awards
programme in English at BBS FIMB. Two statements can be made as a result of
the survey at the Faculty of International Business and Management of the
Budapest Business School. On the one hand, the students, who are used to the
traditional ‘giving lecture-learn-report/recall’ way of learning after their
elementary and secondary studies, are open to the PBL, however, foreign students
are more skilled for opinion forming and/or self-directed study. On the other hand,
when examining the teacher/tutor side, the question whether the teachers are
prepared and trained for PBL has arisen. Are they really trained for the facilitator-
tutor role? There have been feedbacks from various courses saying that the teacher
does not do anything, and/or the students are left alone. As a next step, I would
like to investigate teachers’ attitude to and readiness for the PBL.
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Application of Problem-Based Learning in Classroom Activities and Multimedia
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In summary, it can be argued that with the application of PBL in various courses
the students have become more confident, more self-secured students with more
practical knowledge, who can stand by their opinions and gain such valuable skills
that will enhance learning motivation and efficiency and as a result the ability to
achieve and succeed in the market [15].
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[12] Bridges, E. M., & Hallinger, P.: Problem-based Learning in Leadership
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January 25-26, 2007 ░ Poprad, Slovakia
375 ░
based learning to higher education: Theory and practice, San Francisco:
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[13] Kártyás, Gy., Gáti, J.: Important Issues and Methodological Elements in
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Bassiao, 1999, pp. 49-58

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Application Of Problem-Based Learning In Classroom Activities And Multimedia

  • 1. 5th Slovakian-Hungarian Joint Symposium on Applied Machine Intelligence and Informatics January 25-26, 2007 ░ Poprad, Slovakia 363 ░ Application of Problem-Based Learning in Classroom Activities and Multimedia Andrea Tick BBS Faculty of International Management and Business, tick.andrea@kkfk.bgf.hu Abstract: Problem-based learning (PBL) provides real-world, purposeful interactions to help graduate and undergraduate students learn how to work with and learn from a diverse group of people laterally and horizontally within a learning community. At the same time, information technology in the 21st century provides the opportunity to integrate learner support into PBL learning environments. PBL and technology provide the opportunity for communities to grow and learn together. Various types of activities implementing PBL shape the classroom activities and reform the roles and duties of undergraduates and teachers as well. This paper deals with the opportunities for undergraduate and graduate students of how to learn important critical thinking and problem solving skills and share their knowledge in the 21st century. Keywords: problem-based learning, PBL support systems, multimedia 1 Introduction In the 21st century up-to-date, promptly adaptable, practical knowledge form the base for successful career, competitive advantage, success and achievements in the life of graduates. Professional knowledge and language competencies are amongst the skills and knowledge that promote career and success in life. The boom and buzz words of the 21st century like lifelong learning, promptly adaptable knowledge, self-directed study, multimedia or information society all reflect the significant characteristics of the information society. In the ‘learning society’ the attitude to learning, the structure and organisation of the learning process have been changing. The teaching-learning process moves from the ‘product-based’ to ‘process-based’ learning, and, in parallel, both content and structure of lessons encourage students to engage in active and meaningful learning. The learning environment facilitates such instructional methods that require learners to actively gather and apply knowledge, therefore, takes another shape in which the student’s as well as the teacher’s roles and duties alter. Consequently, further teaching- learning methods evolve to meet the new requirements of the profession and the demand of the higher education, notwithstanding the challenges of computer- based learning. Practical training and tutor groups as well as work placements get
  • 2. A. Tick Application of Problem-Based Learning in Classroom Activities and Multimedia ░ 364 meaningful and central roles in professional education and training. In order to achieve educational goals and offer active knowledge, the application of problem- based learning (PBL) seems a successful learning tool. Contrary to the traditional learning methods the fundamental principle behind PBL stands in the swap of order of ‘lecture → training/seminar’ to ‘problem → training/tutor group → lecture’. This paper deals with the application of PBL methods and it outlines its essence. The paper describes the PBL environment and certain activity types applicable in PBL tutor groups. Furthermore, it shows some PBL activities integrated in multimedia solutions and how these activities foster the teaching-learning process. Finally, the paper presents the results of a student satisfaction survey about PBL made among the students on the International Business Economics Course in English at the Budapest Business School Faculty of International Management and Business. 2 The Principle of Problem-based Learning Most of higher educational institutes face the problem how to transfer knowledge and how to develop and ensure professional and up-to-date practical skills. Nowadays, obviously, lifelong learning has proved to be fundamental and the use of multimedia, computer-based teaching–learning as well as e-learning, which, according to Stockley [1] all include ‘the use of a computer or electronic device in some way to provide training, educational or learning material’ 1 are all cutting a bigger and bigger slice from the cake of education in the information society. At the same time the learners must be trained and prepared to become an independent, autonomous and lifelong learner who, as Oxford [2] claims, is able to plan their ‘active, conscious, and purposeful self regulation of learning’2 . Nevertheless, the undergraduates must be trained and skilled so as to ensure the application of powerful communication and professional skills in their jobs thus helping them to make a career. As a consequence of the development of industrial society into the information society the teacher-centred learning environment was smoothly replaced by the learner-centred environment, in which the process of learning and not the product is emphasised. Since PBL is a learner-centered instructional method it unambiguously promotes process-oriented learning and numerous other factors that enhance its. Barrows et al. defined PBL as ‘...the learning which results from the process of working towards the understanding of, or resolution of, a 1 http://derekstockley.com.au/elearning-definition.html, 23. 04. 2006 2 Oxford, R. L.: 2003, p. 2
  • 3. 5th Slovakian-Hungarian Joint Symposium on Applied Machine Intelligence and Informatics January 25-26, 2007 ░ Poprad, Slovakia 365 ░ problem’[3]. During the classroom tutorials learners are actively engaged in the learning material, cooperate in the tutor groups and solve authentic, complex, real life problems thus gaining the theoretical knowledge. Boud and Feletti claimed: ‘Problem based learning is an approach to structuring the curriculum which involves confronting students with problems from practice which provide a stimulus for learning’ [4]. During the process students learn to solve problems, train their communicative skills, will be capable of critical thinking, get prompt feedback and be involved in student self- and peer-assessment. As a result, such skills are fostered that will actively and successfully back them in their future career. As Barrows [5] states the learning process will become ‘an active, integrated and constructive process (obviously) influenced by social and contextual factors’ 3 . Mayo et al. stated that PBL posed significant, contextualized, authentic situations, and provided students with resources, guidance, and instruction when students developed and applied domain knowledge and problem- solving skills [6]. PBL differentiates to a great extent from the traditional way of teaching that student got familiar to in their primary and secondary education. The principle behind PBL is to change the teaching-learning process and instead of applying the ‘theory – practice’ (to put theory into practice, e.g. lab or trainings) teaching process, PBL is characterised by the ‘problem - practice – theory’ learning process. Students get to know the problem first, and after having time to discuss and analyse the problem they actively gather and apply knowledge to solve the problem and find one or multiple solutions. The theoretical learning material will be discussed during the evaluation lecture that follows the tutor groups. 2.1 The Learning Environment and Participative Roles In the student-centered learning environment that is desirable for PBL, the central figure of the learning-teaching process is the student. The learning objective is not the reproduction, recall and learning of passively received learning material but the active and creative engagement of students in group work and in individual study thus transferring the skills and knowledge. The individual, autonomous self- directed learning gives the freedom to the learner to decide individually and consciously on the learning strategy and on the time scale s/he wants to follow. Within PBL students ‘identify their learning goals, help plan the seminar, lead discussions’ 4 [7], [8] and conduct self- and peer assessment. PBL requires some prior knowledge to start with. Should students know nothing about the given problem or field of profession, the tutor should recognise and give a ‘minilecture’ before the phases of PBL might start. PBL presumes a conscious way of learning through which the student not only studies the learning material but also actively 3 Barrows, H.S.: 1996, p. 5 4 Reynolds, F.: 1997, p. 269
  • 4. A. Tick Application of Problem-Based Learning in Classroom Activities and Multimedia ░ 366 learns it. Students must be aware of their prior knowledge and what they want to learn and what learning strategy they want to apply. As a result, the learning process becomes more interesting, more efficient and the students will become more motivated and self-directed learners. Students will actively participate in the learning process as well as actively take part in order to gain the knowledge (not the teacher ‘lectures’ the learning material, but the student ‘gains’ the knowledge). Learning becomes reflective learning that is the students with the help of the tutor discuss the theory through the problem during the evaluation lecture that follows the seminar or as it can be called the tutor group. The theoretical part of the learning material is covered during these evaluation lectures. 2.2 The Structure of the Lesson The structure of the lesson, the students’ roles and their activity, as well as the teacher’s role significantly differs from the conventional roles in the traditional teaching-learning environment. Moust, Bouhuijs és Schmidt [9] determined the phases of a PBL lesson in seven steps. The tutorials practically are split into two, since the evaluation and assessment of a problem is conducted in the following tutorial. The table below presents these seven steps: Steps Activities in and outside the tutorial 1 Clarify terms and concepts that are not clear Clear away unnecessary obstacles such as terms and concepts that are unknown or not understood. 2 Define the problem Clarify the problem that is to be solved by formulating one or more questions. 3 Analyse the problem Give possible explanations base on prior knowledge. No discussion: brainstorming. Give as many different explanations as possible on the basis of prior knowledge, practical experience or your own ideas. 4 Discussion Discuss the possible explanations of step 3. Make the connection between them clear. What knowledge is lacking? 5 Formulate learning goals On the basis of the results of step 4, formulate learning assignments in the form of questions that have to be answered. 6 Self study Look for literature and sources of information to gain knowledge and understanding of the subjects that are formulated in the learning goals. First, study the theoretical concepts, than apply these to the problem afterwards. 7 Evaluation The agenda of the evaluation is determined by the learning goals formulated in the previous step. Take stock of the used sources of information. Discuss the theories and explanations that were found for the problem. Formulate in your own words (do not read out!). Have the learning goals been reached? Figure 1 Seven phases of PBL by Moust, Bouhuijs és Schmidt [9]
  • 5. 5th Slovakian-Hungarian Joint Symposium on Applied Machine Intelligence and Informatics January 25-26, 2007 ░ Poprad, Slovakia 367 ░ 2.3 Student Roles In a PBL tutorial the roles of the student also turns from passive to active. Contrary to the conventional lesson, ‘surviving’ the lesson is not a possible alternative or behaviour, only active contribution to the discussion counts. A student can play three main roles in a tutorial – roles taken in a discussion or in group dynamics are not listed -: chair person, assistant and group member [9]. The tasks related to the various roles are summarised in the following table. Roles Tasks Chairperson • Structures the tutor groups and chairs the discussion • Monitors progress and time • Summarises the outcome of every step • Encourages active participation of the group members • Contributes actively himself Assistant • Puts the remarks made during step 1 to 5 and 7 on the blackboard in such a way that it is visible for everyone • Provides structure • Participates actively in the discussion Group member • Contributes actively to the discussion • Makes notes and writes down matters that are relevant for him Figure 2 Student rolses based on Moust, Bouhuijs and Schmidt As the fundamental criterion of group- and teamwork requires, students actively participate in the work with their creative thinking and ideas, as well as they gather information to the problem in their individual self study time. Furthermore, students must learn the theory or the gathered information in order to enable them to recall it and to apply it actively in the following tutorial. Without all this PBL will fail to succeed. 2.4 Roles of the Teacher Similarly to the changed student roles, the roles of the teacher also change compared to the roles in the traditional teaching-learning environment. The teacher becomes a tutor and a facilitator, whose role is to create such a learning environment in which students feel comfortable and are encouraged to form their ideas freely. In this learning environment mistakes are considered as possible learning opportunities and not indicators of serious lack of knowledge. Tutors, of course, still have professional knowledge and should the discussion go sideway, the tutor has to intervene by asking questions and send the discussion back to the right direction. If problem-solving is stuck at some point in the tutor group, the teacher again intervenes with his/her questions in order to ‘roll the ball’ The tutor must ‘find the appropriate balance between allowing students to discuss issues on
  • 6. A. Tick Application of Problem-Based Learning in Classroom Activities and Multimedia ░ 368 their own and intervening in group interactions’5 [11]. The tutor’s responsibility is to stimulate the learning process, to encourage active cooperation within student groups, and to monitor and assess the depth and complexity of the discussion, the learning process, and the achievement of the learning goals. The teacher is not an instructor, but a cognitive trainer, a coach who helps students become independent, self-directed learners, who are capable of creative thinking therefore ensuring more successful training. Consequently, PBL becomes again more efficient and makes student more motivated in the learning process. At the same time, the tutor should also develop classroom-and group-work norms, and the attendance policy and give due dates and prescribe course fulfilment criteria. 3 Types of Problems in PBL Tutorials PBL has successfully been being applied in several fields of profession since the 70s. PBL has proved to be successful in medical studies, in electronic engineering as well as in economics education, since real life problems occur in each discipline, these types of problems must be sold after graduation. If we restrict our examination into higher education in foreign languages or in ESP (English for Specific Purposes) it can be noted that these are content-based, process-oriented educational forms, where language becomes a tool. In the fields of ESP it is inevitable that the teacher/tutor should be familiar with the profession thus resulting in a content-based educational form, where PBL can be applied. There are four-five types of problems that can be applied in PBL courses. These are case studies, simulations, role-plays, so-called ‘ill-structured’ i.e. problems with multiple solutions and task-based or project-based problems. These types can all be solved in group- and team- work or in workgroups. Self study is carried out outside the tutorial as the form of autonomous, individual study. Workgroups and/or group-work are the basic learning structures in PBL. They help to create smaller learner- and working communities, to learn and work in these communities and help students take on their ideas and arguments. A more liberal, looser group dynamics make it possible for the students to learn such communication skills like right questioning, brainstorming or arguing. They learn to actively participate in the work process, since a PBL course always closes with self- and peer- assessment. If the student is confident and feels that his/her opinion and work is important for the group s/he will definitely become more motivated and his/her learning efficiency grow. 5 Gijselsers, W.H.: 1997, p. 16
  • 7. 5th Slovakian-Hungarian Joint Symposium on Applied Machine Intelligence and Informatics January 25-26, 2007 ░ Poprad, Slovakia 369 ░ 3.1 Case Studies The application of case studies in the traditional learning environment has already required an active participation in the learning process. However, case studies can be solved individually and do not require group discussions outside the classroom. Case studies can be not only tailor-made, simplified case studies, but case studies taken from journals, annual report, or periodicals as well. The tutor’s task is to select such problems, debates or studies taken from real life cases that make the tutorial up-to-date, more interesting and attractive. 3.2 Simulations The merger of simulations and problem-based learning (PBL) can enhance both active-learning strategies, on condition that adequate software is available. Simulations benefit by using a PBL framework to promote student-directed learning and problem-solving skills to explain a simulated dilemma with multiple solutions. Further brainstorming and a discussion of possible other solutions can be made outside the classroom. The practical usage of simulation games can be seen during work placements which enable students to try out solutions found in simulations in real life circumstances. PBL benefits because simulations structure the information students receive to focus learning on the intended curriculum and increase the strategy's effectiveness in a wider variety of venues. A combined strategy - a PBL simulation - places its simulation at the forefront of learning and helps students and teachers sift through the overwhelming complexity that can arise in a more pure PBL [10]. 3.3 Role-Plays In role plays students are guided to a certain role within the framework of a given multimedia education software, in which they have to make strategic decisions and must undertake the positive and negative consequences of the decisions. Role plays can also be conducted in classroom frame, however, it looses its content of reality. 3.4 Multiple Solution Problems Multiple solution problems face students to so-called ‘ill structured’ problems with no single or ‘right’ solution, where students must look at many methods to decide on the ideal solution of these open-ended and complex problems [7]. These problems encourage most the students to actively participate in the debate and at the same time help them to gather experience in decision making. Creativity, flexibility and motivation are such skills that are improved to a great extend while
  • 8. A. Tick Application of Problem-Based Learning in Classroom Activities and Multimedia ░ 370 these problems help most to learn the ideas, concepts and techniques. The learning goal of these problems is to emphasise the adequate depth of knowledge and not the breadth of content covered. There is no unique solution, but solution alternatives must be presented in case of these open-ended, complex problems. It is not enough for students to recall the already learnt material but it has to be actively used in order to enable students to support their own version of solution and/or to give valid criticism and argumentation to others’ solutions. 3.5 Task-based Problems Task-based problems include smaller problems like newspaper articles, photo, charts, dialogue, citation or interview, furthermore discussion tasks, strategy tasks, assignments and other application tasks [9]. The biggest difference between problem solving and debates is that while, on the one hand, the central element of problem solving is to find the right solution or explanation for a problem, ‘discussions’, on the other hand, ‘are introduced into the course to help students adopt a more critical stance towards their subjects’6 and to teach arguing and counter arguing. During these discussion students get familiar with negotiation skills and learn more precise arguing techniques. These discussion will prepare student for ‘their professional life where [they] will be required to conduct debates and express [their] opinions articulately’ 7 . The aim of the strategy tasks is to teach how to make rational judgements on the basis of well-grounded and valid knowledge. In the decision making process students are required to underlie and support each of their decision making steps. Good argumentation is half success on professional life. The formulation of the steps needed for solving a certain strategy task is emphasised. In assignments students are invited to study individually and do research in the library or at home. The sources for research and study material are explicitly specified. The presentation of an assignment might give platform for further discussions and a new problem. Application tasks aim to help students put theory into practice. These tasks might range from statistics to law related tasks. 3.6 Project-based Learning As a strategic step in PBL an advanced phase of project-based learning can be integrated or can take over problem-based learning. In this phase the student is capable of individual problem solving, applying theory in practical tasks and pursue critical and creative thinking. Projects can be implemented in PBL courses, i.e. teams must prepare a larger project autonomously by the end of the course, 6 Moust, J. H. C., Bouhuijs, P. A. J., Schmidt, H. G.: 2001, p. 41 7 Moust, J. H. C., Bouhuijs, P. A. J., Schmidt, H. G.: 2001, p. 41
  • 9. 5th Slovakian-Hungarian Joint Symposium on Applied Machine Intelligence and Informatics January 25-26, 2007 ░ Poprad, Slovakia 371 ░ and/or a week can be dedicated as a project week, and the teams have to finish the project by due date. 3.7 PBL-Support Systems Taking the technological possibilities into account, multimedia and network-based solutions in the virtual learning environment can further enhance the above activity types. Since the virtual classroom offers similar services as a conventional classroom [13] like interactive and programmed learning, assignment submissions or consultations, PBL solutions are also offered via the web. There are numerous computer-based solutions and software products that support problem-based learning. The advantage of these programmes is that asynchronous learning can be realised and students add as much information to the topic in questions as they found useful. After brainstorming and gathering of ideas on a virtual platform, these will be recorded and on the next occasion the starting point will be the end point of the previous session. No ideas will be lost, while unnecessary and redundant data can be deleted. Only the relevant information will be available for the students at the solution of the problem. There are several computerised PBL support systems such as document-based systems like CSILE, CALE, CNB, McBAGEL and Web-SMILE or conferencing-based systems like CCL and Belvedere and CROCODILE. In these systems the collaborative PBL activity is mainly mediated by the shared information spaces. Some systems such as CSILE and Belvedere support communication by providing a chatboard that is used separately from the shared information spaces, however, they do not address the problems of social orientation, group awareness, and customizing learning contexts. By examining the drawbacks of the above PBL support systems CROCODILE (Creative Open Cooperative Distributed Learning Environment) [14] has been developed to fill the market niche. It strives to realise such features like supporting social orientation, group awareness, customization of learning environments, synchronization of collaborative activities, support shifting between PBL strategies and execution of action plans that are all missing from the other PBL support systems. The examination and evaluation of these PBL support systems, however, is the task of some future research. 4 Evaluation of Problem-based Learning One of the corner points of the application of problem-based methods is evaluation and assessment. There are three different types of assessment: self assessment, peer assessment and tutor’s assessment [12]. Furthermore, the course and the problem based learning itself can be assessed. Eighty percent of the courses on the International Business Economics course in English at the Faculty
  • 10. A. Tick Application of Problem-Based Learning in Classroom Activities and Multimedia ░ 372 of International Management and Business of the Budapest Business School are taught in English. I have investigated about 60 students mainly on the fifth and seventh semester of their studies how they evaluate PBL, what they have learnt from it and to what extent they have found this method ‘better’ than the traditional educational form. See the survey results below. Frequency of Answers - all students 0 20 40 60 80 100 120 140 160 180 200 1 2 3 4 5 Answ ers Number of Answer Frequency of Answers - foreign students 0 10 20 30 40 50 60 1 2 3 4 5 Answers Number of Answer Frequency of Answers - Hungarian students 0 20 40 60 80 100 120 140 160 1 2 3 4 5 Answers Number of Answer Figure 3 Frequency of answers in case of all the students, foreign students and Hungarian students Upon evaluating the questionnaire neither the overwhelming success nor the failure of PBL can be concluded. Evaluating the questions one by one it can be noted that the students find PBL courses interesting (3.27), they discuss up-to- date, real-life and relevant problems with pleasure, and are able to link the theoretical knowledge to the problem. (3,8). Majority of the students prefer teamwork and feel that they have learnt quite a lot from each other (3,08). Regarding self-directed study, it would be advisable for students to work, do some research and carry out self study in groups outside the classroom. It is quite promising that two thirds of the students believe that they have studied as much (3,23) as they could have done in a conventionally structured course and they think they have learnt as thoroughly with PBL as they would have done on a traditional course (3,06). Bearing in mind that the students have got used to the conventional way of teaching throughout their earlier studies, the 3.23 result can be considered a success. The average 2.97, however, which refers to the statement that students would have understood the theory better in a conventional lecture- seminar form, contradicts a bit to the previous result. In my opinion, the reason behind the above is that students did not really enjoy the courses (2.97), furthermore, the role of teacher/tutor comes to the forefront, since it is the tutor’s role to create such a good atmosphere and build the group dynamics, in which
  • 11. 5th Slovakian-Hungarian Joint Symposium on Applied Machine Intelligence and Informatics January 25-26, 2007 ░ Poprad, Slovakia 373 ░ students are not frustrated and have the courage to open up and give his/her opinion. For the question referring to the study time three-quarters of students think that they had to spend more time on studying and preparing for exams. However, this – self-directed research and study – is one of the crucial points of PBL. The teacher/tutor/facilitator will always be available for face-to-face consultation either individually or in group forms. Evaluating the questionnaire by separating the Hungarian and foreign students it can be noted that PBL are more popular and acknowledged amongst foreign students (primarily students on the Erasmus exchange programme from western countries) than among Hungarians. Reasons might root in the differences in the educational structure and the culture of the countries. In order to make PBL more successful and more efficient not only the students but the teachers must be prepared and trained as well. In my opinion, the slightly worse ‘Hungarian’ results reflect teacher resistance and reluctance to PBL, since Hungarian teachers have also socialised in the conventional educational structure and way of teaching. First the teacher ought to be prepared for the application of a new method and their commitment might bring the smashing success of problem-based learning. Conclusions Both the challenges of the 21st century and the requirements of the professions force higher educational institutes to integrate the training of problem solving skills, team work and decision making in their curriculum. PBL has proved to be a successful tool to a great extent, since it is capable of converting the passively gained knowledge into an active one. The types of activities using PBL help to create and train such skills like efficient communication skills, good presentation skills, good meeting skills and at the same time prepare for teamwork. Furthermore, this way of learning also prepares students for individual, life long learning. This paper has examined some potential activity types that can be integrated in PBL courses, some PBL support systems, some pitfalls and has presented the result of a survey on PBL made among the students studying on the dual awards programme in English at BBS FIMB. Two statements can be made as a result of the survey at the Faculty of International Business and Management of the Budapest Business School. On the one hand, the students, who are used to the traditional ‘giving lecture-learn-report/recall’ way of learning after their elementary and secondary studies, are open to the PBL, however, foreign students are more skilled for opinion forming and/or self-directed study. On the other hand, when examining the teacher/tutor side, the question whether the teachers are prepared and trained for PBL has arisen. Are they really trained for the facilitator- tutor role? There have been feedbacks from various courses saying that the teacher does not do anything, and/or the students are left alone. As a next step, I would like to investigate teachers’ attitude to and readiness for the PBL.
  • 12. A. Tick Application of Problem-Based Learning in Classroom Activities and Multimedia ░ 374 In summary, it can be argued that with the application of PBL in various courses the students have become more confident, more self-secured students with more practical knowledge, who can stand by their opinions and gain such valuable skills that will enhance learning motivation and efficiency and as a result the ability to achieve and succeed in the market [15]. References [1] http://derekstockley.com.au/elearning-definition.html, 23. 04. 2006 [2] Oxford, R. L.: Language Learning Styles and Strategies: An Overview, GALA 2003 [3] Barrows, H. S., Tamblyn, R.M.: Problem-Based Learning. An Approach to Medical Education. Springer Publishing Company: New York, 1980 [4] Boud, D., Feletti, G.: The Challenge of Problem-Based Learning, London, Kogan Page. 1991 [5] Barrows, H. S.: Problem-based Learning in Medicine and Beyond: A Brief Overview, in L. Wilkerson & W. H. Gijselaers (Eds.), Bringing problem- based learning to higher education: Theory and practice San Fransisco: Jossey-Bass,1996, pp. 3-12 [6] Mayo, P., Donnelly, M. B., Nash, P. P., Schwartz, R. W.: Student Perceptions of Tutor Effectiveness in problem based surgery clerkship. Teaching and Learning in Medicine. Vol. 5, No. 4, pp. 227-233. 1993 [7] Gallagher, S.A.: Problem-based learning: Where did it come from, what does It Do, and Where is It Going? in Journal for the Education of the Gifted 20 (4), 1997, pp. 32-362 [8] Reynolds, F.: Studying Psychology at Degree Level: Would Problem-based Learning Enhance Students’ Experiences? In Studies in Higher Education, 22 (3), 1997, pp. 263-275 [9] Moust, J. H. C., Bouhuijs, P. A. J., Schmidt, H. G.: Problem-based Learning: A Student Guide, Wolters-Noordhoff, 2001, pp. 29-40 [10] Maxwell, N. L., Mergendoller, Bellisimo J. R. Y.: Developing a Problem- based Learning Simulation: An Economics Unit on Trade in Simulation and Gaming, Volume 35, Issue 4, December 2004, pp. 488-498, http://portal.acm.org/citation.cfm?id=1081307&dl=ACM&coll=portal, 10. 10. 2006 [11] Gijselsers, W. H.: Connecting Problem-based Practices with Educational Theory. In L. Wilkerson & W.H. Gijselaers (Eds), Bringing problem-based learning to higher education: Theory and practice, San Francisco, Jossey- Bass, 1997, pp. 13-21 [12] Bridges, E. M., & Hallinger, P.: Problem-based Learning in Leadership Education. In L. Wilkerson & W. H. Gijselaers (Eds), Bringing problem-
  • 13. 5th Slovakian-Hungarian Joint Symposium on Applied Machine Intelligence and Informatics January 25-26, 2007 ░ Poprad, Slovakia 375 ░ based learning to higher education: Theory and practice, San Francisco: Jossey-Bass., 1996, pp. 53-61 [13] Kártyás, Gy., Gáti, J.: Important Issues and Methodological Elements in Virtual Classrooms, in Proceedings of 4th Serbian-Hungarian Joint Symposium on Intelligent Systems, SISY 2006, Subotica, September 29- 30, 2006, pp. 397-408 [14] Miao, Y.: Design and Implementation of a Collaborative Virtual Problem- Based Learning Environment, PhD dissertation, Der Technischen Universität Darmstadt, Darmstadt, 2000, pp. 241-243 [15] MacKinnon, M. M.: CORE Elements of Student Motivation in Problem- based Learning. In M. Theall (Ed.) Motivation from within: Approaches for encouraging faculty and students to excel, San Francisco, Jossey- Bassiao, 1999, pp. 49-58