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Science Education and E- Learning and Teaching for Secondary Education

                                             Sarantos Psycharis
                                             Associate Professor
                                                 ASPAITE
                                           spsycharis@gmail.com

                                           Chalatzoglidis Georgios
                                                  Teacher
                                                   ΠΕ0401
                                            halatzos@gmail.com



Abstract. The main purpose of this paper is the         year of secondary education (lyceum). The aim of
practical implementation of on line learning in the     this paper is to get students acquainted with the
area of secondary education, in particular for the      model of mixed learning as well as the use of
teaching of Science. Moodle 1.9.5 is used for the       Moodle environment. We shall study the levels of
creation of the virtual classroom. Strategies against   improvement in students' performance, their view
students’ erroneous perceptions of electrical           towards the introduction of a computer system in
circuit’s matters are put into practice. Synchronous    Natural Sciences education and also the levels of
and a-synchronous communication is tried                participation in interactive classes. We shall explore
especially among the students as well as between        the relation between the perceived usability and the
students and the instructor aiming at cooperative       actual ease of use of such system, as well as the
learning. The analysis of the worksheets and the        views towards a virtual learning environment, the
meta-cognitive questionnaires results shows a small     model of mixed learning and the use and availability
improvement in the performance of students and a        of interactive classes in other subjects.
relative conceptual change. The positive attitude
that is observed towards the model of blended           2. Theoretical background
learning and the LMS Moodle, do not appear to
have high cross-correlation with the use and            2.1   Information and Communication
intention of use. This fact is also verified by the           Technologies (ICT) and Natural
system’s log files of students’ participation in the          Sciences (NS)
attendance of internet courses and by the final
acceptance questionnaire.                                   Information and Communication Technologies
                                                        (ICT) are considered to be largely applicable on
Keywords. Science Education, students’                  Natural Sciences (NS) because they enable
perceptions, learning management system, moodle,        representation of phenomena, they foster
e-learning, TAM.                                        experimental study and they enable the creation of
                                                        models and problem solving applications. There is a
1. Introduction                                         large number of ICT developed for NS didactics,
                                                        such as spreadsheets, presentation software,
    Contemporary studies in Natural Sciences            microcomputer-based           laboratories    (MBL),
didactics have focused largely on the examination of    multimedia, simulation models, research and
students' ideas/perceptions on concepts and             interactive learning environments. All of the above
phenomena within the field of Natural Sciences,         aim to actively engage the student into the research
generating an important international bibliography      process and offer the teachers the opportunity to
on the subject. This paper examines students'           work in such conditions which would not be viable
perceptions on the subjects relating to electric        or possible in a traditional learning environment.
circuits. We shall identify the models which
continue to obstruct the comprehension of concepts          Despite the general findings in what we expect
and functions on the learning subject of electric       from ICT in education [9],[3], as deriving from
circuits, in the age group of students in the second    everyday practice and studies, we can observe a
                                                        relative improvement on learning performance, on
2




one hand, but still the conceptual transformation is
not largely benefited, on the other hand. The
introduction of ICT in Didactics and Education as
applied now is not yet as effective as we have
initially expected.

2.2   Students' perceptions
    Recorded students’ perceptions on electric
circuits are as follows: When subjects relating to
electricity in simple circuits are studied, there are
five models in use: a) unipolar, b) "clashing
currents", c) attenuation, d) partitive (cases c and d
                                                           Figure 2. The evolution in model adoption for electric
are consuming models) and e) scientific [10]
                                                                        circuits per students' age [8]
                                                              The difficulties students are faced up with cannot
                                                          be dealt with by means of traditional didactics,
                                                          which is based on quantitive approach of electric
                                                          phenomena and thus students learn mainly to solve
                                                          mathematical equations. In the framework of
                                                          general education, students should develop model
                                                          building skills and a comprehension of their nature,
                                                          using PCs and the appropriate model building
                                                          software. ICT use for problem solving requires the
                                                          application of Computer Science principles
                                                          according to the following scheme: Problem ↔
                                                          theory ↔ model ↔ simulation method ↔
                                                          effectuation (using programming languages or
      Figure 1. Mental models on electric circuits        software) ↔ evaluation (comparison to actual data)
    Behind these models lies a common perception:         [7]. The objective in the above scheme is
electricity starts from the battery and following a       transforming the phenomena from the abstract level
linear flow, meets the cables, the resistors, the lamps   to a scientific model, which shall in continuance be
and other parts of the circuit as it passes through,      tested with regard to its evaluation and validity [7].
thus resulting in another mental model, especially            Certain difficulties in applying the above are:
when more complex circuits are involved [8].              time restrictions in school educational programs,
    According to studies, as age and didactics            schools' infrastructure in our country, practical
proceed gradually, there is a transfer from unipolar      difficulties in computer and internet access
to scientific model. Shipstone[10] found that 50% of      concerning natural phenomena simulation when
12-year-old students in elementary school adopt           children are in school and the established teacher-
consuming electricity models, the same percentage         centered model. Space and time restrictions and also
growing to 60% for 14-year-old students and falling       the issues relating to the difficulty of applying an
below 40% for 17-year-olds. The scientific model          alternative pedagogical framework within the
involved less than 10% of 12-year-old students, less      natural school space, may be overcome by means of
40% of students of 15 years and just 60% of 17-           distance learning, through a particular learning
year-olds. 50% of 15-year-olds have adopted a             management system. This paper examines among
consuming electricity model. Nevertheless, even           other questions the extent to which such an
after graduating from secondary education, students       interactive platform can be used to eliminate such
in their majority support the consuming model or          restrictions.
electricity maintenance [8].
                                                          2.3   e-learning
                                                             The development of distance learning systems
                                                          along with technological advancements enable the
                                                          creation of a new dynamic technology in         e-
                                                          learning. This new technology aims to exploit ICT
3




and the internet for improving the quality of            3.1.2).
education offered. We are in the 5th generation of e-
learning and according to Taylor (2001) [11] «…the       2.5       TAM
only constant in our era is change». In the current
                                                            The Technology Acceptance Model (ΤΑΜ) is a
era of technology, information transfer cannot be
                                                         commonly used model which provides for and
restrained by obstacles such as distance or time.
                                                         explains the use of computer systems. It is a model
Offering education from distance in the era of e-
                                                         which explains the adoption behavior of computer
learning is not either a simple or easy task.
                                                         systems by the users and calculates the level of
According to Karakirios, Kekkeris, Paliokas, Reppa-
                                                         acceptance. ΤΑΜ by Fred D. Davis is a computer
Athanassoula, & Psycharis (2009) [5], in order to
                                                         system theory which examines how the users
establish an educational activity, irrespective of the
                                                         receive and thus how they make use of a certain
media used and the distance (in time as well as in
                                                         technology. According to this model, the adoption
geographic terms), there are three prerequisites: the
                                                         and use of computer technology lies upon two major
people (educators, pupils, administrators) who take
                                                         factors, the Perceived Ease at Use and the Perceived
part in any way, the procedures or techniques which
                                                         Usability. Davis' model (1993) [2] is completed by
are followed and the learning material, i.e. the
                                                         the following concepts:
educational media in any form. The combination of
the above factors can lead up to offering quality
distance learning.

2.4   LMS - Moodle
    LMS (Learning Management System) is a
software platform for managing a coherent
educational electronic system. In particular, through
LMS the management of electronic classes and the
educational material in general is made possible,        Figure 3. The three phases in TAM: cognitive, affective,
such as developing classes through the platform                                behavioral
authoring tools, introducing predesigned classes,
                                                            This paper makes use of TAM declarations for
and modifying, enriching or deleting their content.
                                                         evaluating the Moodle platform in the framework of
Users registration can thus be automated and access
                                                         NS classes.
to classes can be controlled. Users' actions can be
monitored from the moment they enter the platform
to the moment the exit the system. Monitor data are      3. Methodology of the study
available to platform administrators and the teachers
of the classes.                                          3.1       Aims of the study
   Moodle (Modular Object Oriented Dynamic                 The aim of the study can be divided into two
Learning Environment) is an electronic learning          major sub-domains, as hereby described below:
environment (Learning Management System, LMS)               Α. The domain of Natural Sciences Didactics:
which came to attention in the 1990s by Dr. Martin
Dugiamas, specializing in Computer Assisted                  Α1. Applying strategies for correcting the wrong
Education. The development of Moodle was based           perceptions of students in the field of electric
on a learning philosophy known as «social                circuits, by introducing the appropriate educational
constructive learning» Sοcial constractionist            activities which shall lead to conceptual
pedagogy includes the concepts of Constructivism,        transformation.
Constructionism, Social Constructionism.                    Α2. Evaluating the efficiency of educational
   The present paper was based on the use of             tools with regard to learning objectives.
Moodle environment. The platform was installed in           Β. The domain of ICT in education:
the web server www.hostgator.com, and the page
                                                             Β1. Creating, developing and applying an
under the domain name: www.e-sxoleio.net, which
                                                         interactive learning environment at school level by
was created for the needs of the present paper, under
                                                         use of the distance learning platform Moodle.
the following characteristics: Apache 2 (version
2,2,11), Mysql5 (version 5.1.35), Php5 (version            Β2. Exploring the response model of Learning
5.3.0), Moodle (version 1.9.5), PhpAdmin (version        Management System, its use and intention of use.
4




3.2   Sample – Procedure of the Study                    time period. Data collected either describe the
                                                         existing conditions or determine the relations
   The sample of the students in the study were 25       between the facts [1].
students, 12 boys and 13 girls in the second year of
Sidirokastro General Lyceum in the school year              The conduction of the study was based on the
2009-2010. The learning level of the participants is     quantitative approach. The spreadsheets and
characterized good to excellent, based on the            questionnaire on meta-learning experience consist
students' grades. Each group consisted of students       of closed questions, in true-false and yes-no format.
who had grades of between 14 and 19,9 from all           The final response questionnaire consists of closed
routes available.                                        questions, under the Likert evaluation format and
                                                         includes five possible answers to each question. The
   The criterion for the school selection was the fact   system's log files include numerical data, picturing
that it is a typical, district school. As far as the     the participation (for example, entries to the system
social status of the students is concerned, the          per student).
majority of them come from agricultural or labour
backgrounds (children of workmen or employers in             The process of the data is based on descriptional,
private or public organizations), which corresponds      statistical methodology (data presentation in tables
to the vast majority of economically active              and figures). For performance examination in
population in Greece.                                    spreadsheets, on the first level, there is the normality
                                                         test Kolmogorov-Smirnov and the t-test evaluation
   One motivation for the students' participation
                                                         on dependent samples (performance before and after
was the awarding for participation in terms of grade,
                                                         teaching). In addition, the criterion Wilcoxon signed
to a percentage of 40% in the final grade of the
                                                         rank was used to make the comparison (between
participants (60% from class performance and 40%         performance before and after), in cases where there
from participation and performance in the computer
                                                         is a variation in the normality test.
environment).
                                                            The final questionnaire is examined in terms of
   In the first phase, the implementation and
                                                         validity and reliability. In order to establish the
application of a scaled weekly plan of classes and
                                                         conceptual construct validity of the questionnaire,
activities was studied, based on the following           the factual structure is examined, using the principal
bibliographical references: distance learning
                                                         components analysis method.
principles, classes organization models, material and
distance learning development, the guidelines of the         The evaluation of reliability is based on the
Comprehensive Programme of Studies, the selected         internal effect with criteria method, the Cronbach
pedagogical framework, the theory on students;           "α" method, the item-item correlation testing and the
perceptions of electric circuits.                        corrected item-total correlations, in order to evaluate
                                                         each question under this scale. Data processing is
   In this phase,the installation and organization of
                                                         performed using the SPSS program, version 17.
Moodle platform was planned, the requirements
with regard to hardware and software material were
                                                         4. Results
also determined and finally, the server for the
webpage hosting the educational and learning
                                                         4.1   Transformation of perceptions (A)
environment, including a computer system for direct
and indirect distance learning, was selected.                As far as the exploration of alternative ideas on
                                                         electric circuits are concerned, it has been found
    In the second phase, the efficiency of educators'
                                                         that, according to the questionnaire on students'
interference was applied and evaluated, based on
                                                         perceptions, the current bibliography is confirmed
results from spreadsheets. In addition, the use and
                                                         and it is further shown that in the age group
response to the educational and learning
                                                         examined the wrong ideas are eliminated to concrete
environment was evaluated by means of the
                                                         obstructions in the linear reasoning. The repetition
system's log files and the respective response
                                                         of ideas' exploration 20 days after the conclusion of
questionnaire.
                                                         the classes and the completion of the spreadsheets
   The strategy base on case study was used. The         has shown that the percentages of adopting wrong
study conducted is in the form of a review. This         perceptions are reduced in comparison to the former
review consists of data collected by different           ones. This fact further confirms the studies claiming
sources (questionnaires, Moodle participation            that the reduction in the levels of model adoption is
registration, Quiz tools in spreadsheets) in the given   related to the strategies for correcting such
5




perceptions. Nevertheless, there are certain
perceptions which tend to persist, even after such
interference on the part of the educators.




                                                        Figure 5. Performance improvement in spreadsheets
                                                           The collaboration among the students working in
                                                       groups has had an effect on 1/3 of the students'
                                                       sample, who changed their decisions towards the
                                                       correct answer, as shown in the study of the answers
                                                       to the questionnaires of meta-learning experience.
                                                       This can be due to various factors, such as: the
                                                       nature of the activities, the limited familiarization
                                                       with this particular mode of learning, the lack of
                                                       intention to collaborate, the common way of
           Figure 4. Students' perceptions
                                                       thinking among students who are well acquainted
   The improvement in students' performance, as        with one another (which also consists a restriction in
shown in the completed spreadsheets, is quite          this particular study). Besides, the mode of teaching
significant statistically, in two of the three         NS and other subjects in schools is not oriented
spreadsheets.                                          towards team-working learning activities and as a
                                                       result the students' levels of collaboration are low,
                                                       since never before had they participated in such an
                                                       experience.

                                                       4.2   Development and Application, and
                                                             response to the LMS (B)
                                                           As far as the development, application and
                                                       function of an interactive environment is concerned,
            Table 1. Spreadsheets results              it has been found that the educator who shall
                                                       attempt such a task shall be faced with difficulties of
    The constructive approach through Moodle           technical nature and functionality, from the start. As
platform ,within the framework of the present case     a consequence, issues such as hosting, platform
study, is considered relatively satisfactory. The      installation to a large or smaller extent, can be
views of the students towards this mode of             considered as an "adventurous" and demanding
education were rather positive. Similar papers on      attempt. The knowledge required has not yet been
NS teaching, such as Crippen & Earl's (2007) [6],      available to educators today by means of any
have found that the results from the educators'        educational programme.
interference do not generally depict a statistically
significant variation in terms of average grades in        The participation rates have shown that in the
the subject of Physics on the internet. However,       initial, pilot application of the system there has been
there has been an improvement on homework              an increased rate of participation, probably due to
assigned. Furthermore, the views of the students       the curiosity involving something new taking place
towards studying at home based on the internet         in school, but as far as participation during the
appear to be of positive nature [6].                   experimental application is concerned the rates were
                                                       decreasing, as resulting from the examination of the
                                                       relevant log files.
6




                                                              Factual correlations in the questionnaire, as
                                                          answered by the students, show that: The Perceived
                                                          Usability (PU) of the System relates loosely to the
                                                          positive view towards the system (ΕΑ), whereas it
                                                          does not relate at all to the behaviour towards the
                                                          use or the actual use (AS). In addition, the perceived
                                                          ease at use (PE) does not relate to the positive view
                                                          towards the system (ΕΑ) and its relation to the
                                                          intention of use (AS) is limited. Finally, there has
                                                          been found no relation between the positive view
                                                          towards the system (ΕΑ) and the intention of use
                                                          (AS). The conclusions as set above have been taken
                                                          into consideration and have been confirmed in the
   Figure 6. Participation chart in terms of time per     system's log files (course view).
                         activity
   The students' outside school preoccupations
(such as educational activities, sport, etc.) result in
diminishing free time, which acts as a preventive
factor to consistent participation. The students
claimed they prefer to surf the internet without
particular purpose, including social networking
webpages such as www.facebook.com, rather than
get involved in or spent extra time on the subject of
Physics on the internet. The grade (a percentage of
40% of total grade) as a means of motivation and
awarding for participation did not appear to play a
significant part. This is clearly due to the recently
noted indifference of the students towards subjects
of general education and their concentration on
route subjects. The examination system for entering
Higher Education has, therefore, formed particular
tendencies and results in similar views and
behaviours on the part of the students, same as far as
ICT are concerned.
   The creation of the questionnaire was based on a
study of relevant to the research questionnaires,
bibliography and online websites. Additionaly,
Moodle environment is included in COLLES
questionnaire, the examination of which has been
helpful in forming some of the questions in this
particular questionnaire.


                                                                         Table 4. Varimax rotation




              Table 2. Sample Efficiency




               Table 35. Scale Reliability                     Table 5. Matrix of factual correlations p<0,01
7




                                                           limited relation between new technologies use (PC,
                                                           internet) and the learning and students' performance
                                                           [9]. The same fact is confirmed in the study of
                                                           performance spreadsheets.
                                                              The choice of an appropriate pedagogic
                                                           framework, the development, structuring and
                                                           planning of learning through LMS require that
                                                           educators who undertake such a project are familiar
                                                           with ICT as well as well trained in pedagogic issues
                                                           as well as in ICT, in order to support the
                                                           achievement of teaching aims. Apart from careful
Figure 7: Factual correlation of response questionnaire    planning and determination of aims, it is vital that
                                                           certain factors are considered: educational staff,
5. Conclusions                                             material and procedures [5].
    The students, being in their majority acquainted           Finally, there is the need to specify the
with PC use and the internet, can generally learn and      framework for the «Rules of Operation and
use easily an interactive environment, such as             Exploitation of ICT in Education». The educator
Moodle. They can also perceive its usability in            who desires to take part should not only be eager
terms of the opportunities it can offer. However, the      and attentive, but he/she should be quite certain for
relation between the positive views towards the            «what is to be used, how to use it, where to publish
System, its use and the intention of use with the          it, who have the right or the obligation to access it,
perception of its usability and ease at use, is affected   who controls it e.t.c.».
on a large scale, by other factors. The need for free
time, the general views towards school reality and         6. References
learning in school, the way of life (role-models,
values, behaviours) depicted in mass media, the            [1] Cohen, Z. & Manion, L. Educational Research
mentality and practices of most educators (but for            Methodology. Athens: Metaixmio; 1994.
limited exceptions), the lack of team-working              [2] Davis, Fred D. User Response to Information
experience, are all such conditions which require             Technology: System Characteristics, User
examination in order to establish how much they               Perceptions     and     Behavioral  Impacts.
relate to the success or failure of e-learning.               International Journal of Man-Machine Studies
   It should be possible for the use of interactive           1993; 38 (3), 475-487.
educational platforms to achieve the aims set, if the      [3] Dertouzos, M. What Will Be in the New
students are activated towards the educational                Century? San Fransisco: Harper Edge; 1995.
procedure and take full advantage of the
possibilities that technology offers to direct and         [4] Kalogiannakis M. & Papadakis, S. In: ICT and
indirect effects within the society. Naturally, this is       ASPAITE students. A first approach on the
also related to the Comprehensive Programme of                mutual relations of views and practices,
Studies, which should be modified and oriented                Proceedings of the 5th Pan-Hellenic Conference
towards ICT [4]. The above is further confirmed by            «Natural    Science     Didactics  and    New
the fall in participation in the duration of time.            Technologies in Education»; 2007 March 15-18;
                                                              Ioannina: 2007. p.1015.
    The development and exploitation of an effective
Educational Software is not a new issue. However,          [5] Karakirios Ch., Kekkeris G., Paliokas, I., Reppa-
has it ever been student-centered and constructive            Athanassoula A., Psycharis, S. In: E-learning
enough? In most cases Teaching - Learning                     Technological Infrastructure. Proceedings of the
stereotypes are reproduced, wrapped up in a New               5th International Conference in Open & Distance
Technology "packaging".                                       Learning; 2009 November; Athens, Greece;
                                                              2009.
   We shall not always consider anything new as
something innovative and something to be adopted           [6] Martin-Blas, T. & Serrano-Fernandez, A. The
without control and consideration of other factors.           role of new technologies in the learning process:
                                                              Moodle as a teaching tool in Physics. Computers
   The conclusions of data processing of the                  &       Education     2009;       52:     35–44.
programme PISA 2003 underline the negative and                http://www.elsevier.com/locate/compedu [visited
8




   14- May-2010]
[7] Psycharis, S. Information and Communication
   Technologies (ICT) introduction to Education -
   ICT Pedagogic Applications. Athens: Eds
   Papazisi; 2009.
[8] Rocard M. et al, EC High Level Group on
   Science Education. Science Education NOW: A
   Renewed Pedagogy for the Future of Europe,
   ISBN 978-92-79-05659-8; 2007
[9] Şahinkayası, Υ.: Modeling the ICT related
   factors with the mathematical literacy and
   problem solving skills of the students in the
   PISA;2003
   http://sites.google.com/site/eonas1/ekpaideutika/t
   pe1/PISA_2003.doc?attredirects=1&d=1 [visited
   10-May-2010]
[10] Shipstone, D. Ηλεκτρισμός σε απλά
   κυκλώματα (Electricity in simple circuits). In R.
   Driver, E. Guesne & A. Tiberghien (Edts.), Οι
   ιδέες των παιδιών στις Φυσικές Επιστήμες
   (Children's ideas in Natural Sciences). Athens:
   Greek Physics Union and Troxalia; 1993.
[11] Taylor, J.: Fifth generation distance education;
   2001.           http://www.usq.edu.au/electpub/e-
   ist/docs/old/vol4no1/2001docs/pdf/Taylor.pdf
   [visited 25-Jan-2010]

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Hsci2010 Chalatzoglidis George

  • 1. Science Education and E- Learning and Teaching for Secondary Education Sarantos Psycharis Associate Professor ASPAITE spsycharis@gmail.com Chalatzoglidis Georgios Teacher ΠΕ0401 halatzos@gmail.com Abstract. The main purpose of this paper is the year of secondary education (lyceum). The aim of practical implementation of on line learning in the this paper is to get students acquainted with the area of secondary education, in particular for the model of mixed learning as well as the use of teaching of Science. Moodle 1.9.5 is used for the Moodle environment. We shall study the levels of creation of the virtual classroom. Strategies against improvement in students' performance, their view students’ erroneous perceptions of electrical towards the introduction of a computer system in circuit’s matters are put into practice. Synchronous Natural Sciences education and also the levels of and a-synchronous communication is tried participation in interactive classes. We shall explore especially among the students as well as between the relation between the perceived usability and the students and the instructor aiming at cooperative actual ease of use of such system, as well as the learning. The analysis of the worksheets and the views towards a virtual learning environment, the meta-cognitive questionnaires results shows a small model of mixed learning and the use and availability improvement in the performance of students and a of interactive classes in other subjects. relative conceptual change. The positive attitude that is observed towards the model of blended 2. Theoretical background learning and the LMS Moodle, do not appear to have high cross-correlation with the use and 2.1 Information and Communication intention of use. This fact is also verified by the Technologies (ICT) and Natural system’s log files of students’ participation in the Sciences (NS) attendance of internet courses and by the final acceptance questionnaire. Information and Communication Technologies (ICT) are considered to be largely applicable on Keywords. Science Education, students’ Natural Sciences (NS) because they enable perceptions, learning management system, moodle, representation of phenomena, they foster e-learning, TAM. experimental study and they enable the creation of models and problem solving applications. There is a 1. Introduction large number of ICT developed for NS didactics, such as spreadsheets, presentation software, Contemporary studies in Natural Sciences microcomputer-based laboratories (MBL), didactics have focused largely on the examination of multimedia, simulation models, research and students' ideas/perceptions on concepts and interactive learning environments. All of the above phenomena within the field of Natural Sciences, aim to actively engage the student into the research generating an important international bibliography process and offer the teachers the opportunity to on the subject. This paper examines students' work in such conditions which would not be viable perceptions on the subjects relating to electric or possible in a traditional learning environment. circuits. We shall identify the models which continue to obstruct the comprehension of concepts Despite the general findings in what we expect and functions on the learning subject of electric from ICT in education [9],[3], as deriving from circuits, in the age group of students in the second everyday practice and studies, we can observe a relative improvement on learning performance, on
  • 2. 2 one hand, but still the conceptual transformation is not largely benefited, on the other hand. The introduction of ICT in Didactics and Education as applied now is not yet as effective as we have initially expected. 2.2 Students' perceptions Recorded students’ perceptions on electric circuits are as follows: When subjects relating to electricity in simple circuits are studied, there are five models in use: a) unipolar, b) "clashing currents", c) attenuation, d) partitive (cases c and d Figure 2. The evolution in model adoption for electric are consuming models) and e) scientific [10] circuits per students' age [8] The difficulties students are faced up with cannot be dealt with by means of traditional didactics, which is based on quantitive approach of electric phenomena and thus students learn mainly to solve mathematical equations. In the framework of general education, students should develop model building skills and a comprehension of their nature, using PCs and the appropriate model building software. ICT use for problem solving requires the application of Computer Science principles according to the following scheme: Problem ↔ theory ↔ model ↔ simulation method ↔ effectuation (using programming languages or Figure 1. Mental models on electric circuits software) ↔ evaluation (comparison to actual data) Behind these models lies a common perception: [7]. The objective in the above scheme is electricity starts from the battery and following a transforming the phenomena from the abstract level linear flow, meets the cables, the resistors, the lamps to a scientific model, which shall in continuance be and other parts of the circuit as it passes through, tested with regard to its evaluation and validity [7]. thus resulting in another mental model, especially Certain difficulties in applying the above are: when more complex circuits are involved [8]. time restrictions in school educational programs, According to studies, as age and didactics schools' infrastructure in our country, practical proceed gradually, there is a transfer from unipolar difficulties in computer and internet access to scientific model. Shipstone[10] found that 50% of concerning natural phenomena simulation when 12-year-old students in elementary school adopt children are in school and the established teacher- consuming electricity models, the same percentage centered model. Space and time restrictions and also growing to 60% for 14-year-old students and falling the issues relating to the difficulty of applying an below 40% for 17-year-olds. The scientific model alternative pedagogical framework within the involved less than 10% of 12-year-old students, less natural school space, may be overcome by means of 40% of students of 15 years and just 60% of 17- distance learning, through a particular learning year-olds. 50% of 15-year-olds have adopted a management system. This paper examines among consuming electricity model. Nevertheless, even other questions the extent to which such an after graduating from secondary education, students interactive platform can be used to eliminate such in their majority support the consuming model or restrictions. electricity maintenance [8]. 2.3 e-learning The development of distance learning systems along with technological advancements enable the creation of a new dynamic technology in e- learning. This new technology aims to exploit ICT
  • 3. 3 and the internet for improving the quality of 3.1.2). education offered. We are in the 5th generation of e- learning and according to Taylor (2001) [11] «…the 2.5 TAM only constant in our era is change». In the current The Technology Acceptance Model (ΤΑΜ) is a era of technology, information transfer cannot be commonly used model which provides for and restrained by obstacles such as distance or time. explains the use of computer systems. It is a model Offering education from distance in the era of e- which explains the adoption behavior of computer learning is not either a simple or easy task. systems by the users and calculates the level of According to Karakirios, Kekkeris, Paliokas, Reppa- acceptance. ΤΑΜ by Fred D. Davis is a computer Athanassoula, & Psycharis (2009) [5], in order to system theory which examines how the users establish an educational activity, irrespective of the receive and thus how they make use of a certain media used and the distance (in time as well as in technology. According to this model, the adoption geographic terms), there are three prerequisites: the and use of computer technology lies upon two major people (educators, pupils, administrators) who take factors, the Perceived Ease at Use and the Perceived part in any way, the procedures or techniques which Usability. Davis' model (1993) [2] is completed by are followed and the learning material, i.e. the the following concepts: educational media in any form. The combination of the above factors can lead up to offering quality distance learning. 2.4 LMS - Moodle LMS (Learning Management System) is a software platform for managing a coherent educational electronic system. In particular, through LMS the management of electronic classes and the educational material in general is made possible, Figure 3. The three phases in TAM: cognitive, affective, such as developing classes through the platform behavioral authoring tools, introducing predesigned classes, This paper makes use of TAM declarations for and modifying, enriching or deleting their content. evaluating the Moodle platform in the framework of Users registration can thus be automated and access NS classes. to classes can be controlled. Users' actions can be monitored from the moment they enter the platform to the moment the exit the system. Monitor data are 3. Methodology of the study available to platform administrators and the teachers of the classes. 3.1 Aims of the study Moodle (Modular Object Oriented Dynamic The aim of the study can be divided into two Learning Environment) is an electronic learning major sub-domains, as hereby described below: environment (Learning Management System, LMS) Α. The domain of Natural Sciences Didactics: which came to attention in the 1990s by Dr. Martin Dugiamas, specializing in Computer Assisted Α1. Applying strategies for correcting the wrong Education. The development of Moodle was based perceptions of students in the field of electric on a learning philosophy known as «social circuits, by introducing the appropriate educational constructive learning» Sοcial constractionist activities which shall lead to conceptual pedagogy includes the concepts of Constructivism, transformation. Constructionism, Social Constructionism. Α2. Evaluating the efficiency of educational The present paper was based on the use of tools with regard to learning objectives. Moodle environment. The platform was installed in Β. The domain of ICT in education: the web server www.hostgator.com, and the page Β1. Creating, developing and applying an under the domain name: www.e-sxoleio.net, which interactive learning environment at school level by was created for the needs of the present paper, under use of the distance learning platform Moodle. the following characteristics: Apache 2 (version 2,2,11), Mysql5 (version 5.1.35), Php5 (version Β2. Exploring the response model of Learning 5.3.0), Moodle (version 1.9.5), PhpAdmin (version Management System, its use and intention of use.
  • 4. 4 3.2 Sample – Procedure of the Study time period. Data collected either describe the existing conditions or determine the relations The sample of the students in the study were 25 between the facts [1]. students, 12 boys and 13 girls in the second year of Sidirokastro General Lyceum in the school year The conduction of the study was based on the 2009-2010. The learning level of the participants is quantitative approach. The spreadsheets and characterized good to excellent, based on the questionnaire on meta-learning experience consist students' grades. Each group consisted of students of closed questions, in true-false and yes-no format. who had grades of between 14 and 19,9 from all The final response questionnaire consists of closed routes available. questions, under the Likert evaluation format and includes five possible answers to each question. The The criterion for the school selection was the fact system's log files include numerical data, picturing that it is a typical, district school. As far as the the participation (for example, entries to the system social status of the students is concerned, the per student). majority of them come from agricultural or labour backgrounds (children of workmen or employers in The process of the data is based on descriptional, private or public organizations), which corresponds statistical methodology (data presentation in tables to the vast majority of economically active and figures). For performance examination in population in Greece. spreadsheets, on the first level, there is the normality test Kolmogorov-Smirnov and the t-test evaluation One motivation for the students' participation on dependent samples (performance before and after was the awarding for participation in terms of grade, teaching). In addition, the criterion Wilcoxon signed to a percentage of 40% in the final grade of the rank was used to make the comparison (between participants (60% from class performance and 40% performance before and after), in cases where there from participation and performance in the computer is a variation in the normality test. environment). The final questionnaire is examined in terms of In the first phase, the implementation and validity and reliability. In order to establish the application of a scaled weekly plan of classes and conceptual construct validity of the questionnaire, activities was studied, based on the following the factual structure is examined, using the principal bibliographical references: distance learning components analysis method. principles, classes organization models, material and distance learning development, the guidelines of the The evaluation of reliability is based on the Comprehensive Programme of Studies, the selected internal effect with criteria method, the Cronbach pedagogical framework, the theory on students; "α" method, the item-item correlation testing and the perceptions of electric circuits. corrected item-total correlations, in order to evaluate each question under this scale. Data processing is In this phase,the installation and organization of performed using the SPSS program, version 17. Moodle platform was planned, the requirements with regard to hardware and software material were 4. Results also determined and finally, the server for the webpage hosting the educational and learning 4.1 Transformation of perceptions (A) environment, including a computer system for direct and indirect distance learning, was selected. As far as the exploration of alternative ideas on electric circuits are concerned, it has been found In the second phase, the efficiency of educators' that, according to the questionnaire on students' interference was applied and evaluated, based on perceptions, the current bibliography is confirmed results from spreadsheets. In addition, the use and and it is further shown that in the age group response to the educational and learning examined the wrong ideas are eliminated to concrete environment was evaluated by means of the obstructions in the linear reasoning. The repetition system's log files and the respective response of ideas' exploration 20 days after the conclusion of questionnaire. the classes and the completion of the spreadsheets The strategy base on case study was used. The has shown that the percentages of adopting wrong study conducted is in the form of a review. This perceptions are reduced in comparison to the former review consists of data collected by different ones. This fact further confirms the studies claiming sources (questionnaires, Moodle participation that the reduction in the levels of model adoption is registration, Quiz tools in spreadsheets) in the given related to the strategies for correcting such
  • 5. 5 perceptions. Nevertheless, there are certain perceptions which tend to persist, even after such interference on the part of the educators. Figure 5. Performance improvement in spreadsheets The collaboration among the students working in groups has had an effect on 1/3 of the students' sample, who changed their decisions towards the correct answer, as shown in the study of the answers to the questionnaires of meta-learning experience. This can be due to various factors, such as: the nature of the activities, the limited familiarization with this particular mode of learning, the lack of intention to collaborate, the common way of Figure 4. Students' perceptions thinking among students who are well acquainted The improvement in students' performance, as with one another (which also consists a restriction in shown in the completed spreadsheets, is quite this particular study). Besides, the mode of teaching significant statistically, in two of the three NS and other subjects in schools is not oriented spreadsheets. towards team-working learning activities and as a result the students' levels of collaboration are low, since never before had they participated in such an experience. 4.2 Development and Application, and response to the LMS (B) As far as the development, application and function of an interactive environment is concerned, Table 1. Spreadsheets results it has been found that the educator who shall attempt such a task shall be faced with difficulties of The constructive approach through Moodle technical nature and functionality, from the start. As platform ,within the framework of the present case a consequence, issues such as hosting, platform study, is considered relatively satisfactory. The installation to a large or smaller extent, can be views of the students towards this mode of considered as an "adventurous" and demanding education were rather positive. Similar papers on attempt. The knowledge required has not yet been NS teaching, such as Crippen & Earl's (2007) [6], available to educators today by means of any have found that the results from the educators' educational programme. interference do not generally depict a statistically significant variation in terms of average grades in The participation rates have shown that in the the subject of Physics on the internet. However, initial, pilot application of the system there has been there has been an improvement on homework an increased rate of participation, probably due to assigned. Furthermore, the views of the students the curiosity involving something new taking place towards studying at home based on the internet in school, but as far as participation during the appear to be of positive nature [6]. experimental application is concerned the rates were decreasing, as resulting from the examination of the relevant log files.
  • 6. 6 Factual correlations in the questionnaire, as answered by the students, show that: The Perceived Usability (PU) of the System relates loosely to the positive view towards the system (ΕΑ), whereas it does not relate at all to the behaviour towards the use or the actual use (AS). In addition, the perceived ease at use (PE) does not relate to the positive view towards the system (ΕΑ) and its relation to the intention of use (AS) is limited. Finally, there has been found no relation between the positive view towards the system (ΕΑ) and the intention of use (AS). The conclusions as set above have been taken into consideration and have been confirmed in the Figure 6. Participation chart in terms of time per system's log files (course view). activity The students' outside school preoccupations (such as educational activities, sport, etc.) result in diminishing free time, which acts as a preventive factor to consistent participation. The students claimed they prefer to surf the internet without particular purpose, including social networking webpages such as www.facebook.com, rather than get involved in or spent extra time on the subject of Physics on the internet. The grade (a percentage of 40% of total grade) as a means of motivation and awarding for participation did not appear to play a significant part. This is clearly due to the recently noted indifference of the students towards subjects of general education and their concentration on route subjects. The examination system for entering Higher Education has, therefore, formed particular tendencies and results in similar views and behaviours on the part of the students, same as far as ICT are concerned. The creation of the questionnaire was based on a study of relevant to the research questionnaires, bibliography and online websites. Additionaly, Moodle environment is included in COLLES questionnaire, the examination of which has been helpful in forming some of the questions in this particular questionnaire. Table 4. Varimax rotation Table 2. Sample Efficiency Table 35. Scale Reliability Table 5. Matrix of factual correlations p<0,01
  • 7. 7 limited relation between new technologies use (PC, internet) and the learning and students' performance [9]. The same fact is confirmed in the study of performance spreadsheets. The choice of an appropriate pedagogic framework, the development, structuring and planning of learning through LMS require that educators who undertake such a project are familiar with ICT as well as well trained in pedagogic issues as well as in ICT, in order to support the achievement of teaching aims. Apart from careful Figure 7: Factual correlation of response questionnaire planning and determination of aims, it is vital that certain factors are considered: educational staff, 5. Conclusions material and procedures [5]. The students, being in their majority acquainted Finally, there is the need to specify the with PC use and the internet, can generally learn and framework for the «Rules of Operation and use easily an interactive environment, such as Exploitation of ICT in Education». The educator Moodle. They can also perceive its usability in who desires to take part should not only be eager terms of the opportunities it can offer. However, the and attentive, but he/she should be quite certain for relation between the positive views towards the «what is to be used, how to use it, where to publish System, its use and the intention of use with the it, who have the right or the obligation to access it, perception of its usability and ease at use, is affected who controls it e.t.c.». on a large scale, by other factors. The need for free time, the general views towards school reality and 6. References learning in school, the way of life (role-models, values, behaviours) depicted in mass media, the [1] Cohen, Z. & Manion, L. Educational Research mentality and practices of most educators (but for Methodology. Athens: Metaixmio; 1994. limited exceptions), the lack of team-working [2] Davis, Fred D. User Response to Information experience, are all such conditions which require Technology: System Characteristics, User examination in order to establish how much they Perceptions and Behavioral Impacts. relate to the success or failure of e-learning. International Journal of Man-Machine Studies It should be possible for the use of interactive 1993; 38 (3), 475-487. educational platforms to achieve the aims set, if the [3] Dertouzos, M. What Will Be in the New students are activated towards the educational Century? San Fransisco: Harper Edge; 1995. procedure and take full advantage of the possibilities that technology offers to direct and [4] Kalogiannakis M. & Papadakis, S. In: ICT and indirect effects within the society. Naturally, this is ASPAITE students. A first approach on the also related to the Comprehensive Programme of mutual relations of views and practices, Studies, which should be modified and oriented Proceedings of the 5th Pan-Hellenic Conference towards ICT [4]. The above is further confirmed by «Natural Science Didactics and New the fall in participation in the duration of time. Technologies in Education»; 2007 March 15-18; Ioannina: 2007. p.1015. The development and exploitation of an effective Educational Software is not a new issue. However, [5] Karakirios Ch., Kekkeris G., Paliokas, I., Reppa- has it ever been student-centered and constructive Athanassoula A., Psycharis, S. In: E-learning enough? In most cases Teaching - Learning Technological Infrastructure. Proceedings of the stereotypes are reproduced, wrapped up in a New 5th International Conference in Open & Distance Technology "packaging". Learning; 2009 November; Athens, Greece; 2009. We shall not always consider anything new as something innovative and something to be adopted [6] Martin-Blas, T. & Serrano-Fernandez, A. The without control and consideration of other factors. role of new technologies in the learning process: Moodle as a teaching tool in Physics. Computers The conclusions of data processing of the & Education 2009; 52: 35–44. programme PISA 2003 underline the negative and http://www.elsevier.com/locate/compedu [visited
  • 8. 8 14- May-2010] [7] Psycharis, S. Information and Communication Technologies (ICT) introduction to Education - ICT Pedagogic Applications. Athens: Eds Papazisi; 2009. [8] Rocard M. et al, EC High Level Group on Science Education. Science Education NOW: A Renewed Pedagogy for the Future of Europe, ISBN 978-92-79-05659-8; 2007 [9] Şahinkayası, Υ.: Modeling the ICT related factors with the mathematical literacy and problem solving skills of the students in the PISA;2003 http://sites.google.com/site/eonas1/ekpaideutika/t pe1/PISA_2003.doc?attredirects=1&d=1 [visited 10-May-2010] [10] Shipstone, D. Ηλεκτρισμός σε απλά κυκλώματα (Electricity in simple circuits). In R. Driver, E. Guesne & A. Tiberghien (Edts.), Οι ιδέες των παιδιών στις Φυσικές Επιστήμες (Children's ideas in Natural Sciences). Athens: Greek Physics Union and Troxalia; 1993. [11] Taylor, J.: Fifth generation distance education; 2001. http://www.usq.edu.au/electpub/e- ist/docs/old/vol4no1/2001docs/pdf/Taylor.pdf [visited 25-Jan-2010]