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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Do Albanian Biology Student-Teachers Make Use of ICT During Their Master Studies?</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Eliana Ibrahimi</string-name>
          <email>eliana.ibrahimi@fshn.edu.al</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
          <xref ref-type="aff" rid="aff4">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Jona Saliaj</string-name>
          <email>jona.saliaj@fshnstudent.info</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
          <xref ref-type="aff" rid="aff4">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Sara Berberi</string-name>
          <email>sara.berberi@fshnstudent.info</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
          <xref ref-type="aff" rid="aff4">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Enejda Damzi</string-name>
          <email>enejda.qama@fshnstudent.info</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
          <xref ref-type="aff" rid="aff4">4</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Commons License Attribution 4.0 International</institution>
          ,
          <addr-line>CC BY 4.0</addr-line>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Department of Biology, University of Tirana</institution>
          ,
          <addr-line>Bulv Zogu I, 25/1, Tirana</addr-line>
          ,
          <country country="AL">Albania</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>In Albania, technology reached the peak of its</institution>
        </aff>
        <aff id="aff3">
          <label>3</label>
          <institution>Tirana</institution>
          ,
          <country country="AL">Albania</country>
        </aff>
        <aff id="aff4">
          <label>4</label>
          <institution>To properly implement ICTs in their classes</institution>
        </aff>
      </contrib-group>
      <abstract>
        <p>With the development of information and communication technologies (ICT) and the increasing of online teaching materials, ICT is becoming an essential aspect of teachers' education and competencies. This paper aims to investigate how and why Albanian biology student-teachers use ICT during their master studies. The study method involved a survey (n = 56) of second-year biology student-teachers studying at the Faculty of Natural Sciences in two including general characteristics (age, gender, academic performance), access to digital equipment, digital competence, and the use of ICTs during studies. Our results show that students have low access to digital equipment. Students with high and average academic performance spent more time using ICT for study purposes than those with low academic performance (p&lt;0.05). More than 90% of students emphasize that access to digital equipment and training is crucial to help them integrate ICT in their classes as teachers.</p>
      </abstract>
      <kwd-group>
        <kwd>Student-teachers</kwd>
        <kwd>ICT</kwd>
        <kwd>Computer-assisted learning</kwd>
        <kwd>Digital competence</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>Technology was an important development of
the 19th
century,
which
brought substantial
change in education and society. Technology and
biology are considered a “fantastic duo” because
both</p>
      <p>brought
developments</p>
      <p>different
in
science,
perceptions,
education,
innovation in learning methodology.
new
and</p>
      <p>
        Technology offers many options to make a
lesson attractive and friendly for students. So the
teachers don't have to be limited to traditional
teaching, and they may create engaging lectures to
facilitate students' learning process [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. It is also
essential that teachers use various tools during the
learning process. In this way, they stimulate active
learning, and students share their thoughts with
others [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ].
      </p>
      <p>Proceedings of RTA-CSIT 2023, April 26–27, 2023</p>
      <p>2020 Copyright for this paper by its authors. Use permitted under Creative
different
programs.</p>
      <p>
        Technical
problems
are
always present during
online teaching, and
teachers should be able to deal with them to
implement ICT properly in their classes [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ]. In
this case, it is essential to train teachers and future
teachers to own digital competence, including
information, collaboration, communication with
others,
digital space,
privacy security, and
problem solution.
      </p>
      <p>Student
teachers
face
personal
and
environmental challenges in developing their ICT
skills.</p>
      <p>
        Research
has
shown
that
students’
perception of the importance of ICT in education
and their confidence in using ICTs plays a vital
role in the motivation of students to use ICT [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ].
      </p>
      <p>
        Based on other studies, student-teachers have a
positive attitude toward the use of ICT in teaching
and learning. They are generally motivated to
implement it when they become teachers [
        <xref ref-type="bibr" rid="ref5 ref6 ref7">5, 6, 7</xref>
        ].
      </p>
      <p>This paper aims to investigate how and why
Albanian biology student-teachers use ICT during
their master studies in the teacher education
program.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Methods</title>
      <p>This study took place at the Department of
Biology, University of Tirana, Albania. The
cohort being evaluated were second-year biology
student-teachers (N=56) in two consecutive
academic years, 2021-2022 and 2022-2023. The
student-teachers were invited via email to fill out
an online questionnaire composed of closed
questions (i.e., Likert scale and frequency of use)
and one open question.</p>
      <p>After consulting the literature on this topic, the
questionnaire is formulated and organized into
three sections. The first section included questions
on the students’ general characteristics, such as
age, gender, and academic performance. The
second part had questions covering access to
digital infrastructure (equipment, internet
connection). The third section asked students
about their digital competence and the use of ICTs
during their master studies.</p>
      <p>The data preprocessing and analysis are
performed in SPSS 28.0. The data exploration is
based on frequencies, descriptive statistics, and
visualizations. The relationships between selected
nominal variables in the questionnaire are tested
using the Chi-square test for independence. We
used the Chi-square goodness-of-fit test to test
whether the cases in a single categorical variable
were equal across categories. To compare the
level of numerical variables within groups, we
used the Kruskall-Wallis test.</p>
    </sec>
    <sec id="sec-3">
      <title>3. Results</title>
      <p>Survey results on student-teacher access to
digital equipment show that only half have
personal computers. More than half of the
students did not access interactive whiteboards
and video conferencing during their studies. A
learning management system (LMS) was not
accessed for practice by 58.9%, and a projection
system by 32.1% of respondents (Figure 1).</p>
      <p>Student-teachers use technology for study
purposes 6.55 (±4.44) hours/week on average,
while the use of ICT for other purposes was 7.86
(±6.85) on average. Time spent using ICT for
study purposes was related to academic
`performance (Kruskal-Wallis test X2(2)=14.7;
p&lt;0.001). Based on pairwise comparison tests,
students with high and average academic
What kind of technical equipment is
accessible for you as a student</p>
      <p>teacher at the institution?
Projection system
32.1
48.2
17.9
Digital camera</p>
      <p>LMS
Video-conferencing
55.4
58.9
53.6
39.3 5.4
33.9 7.1
33.9 10.7
Personal computer 21.4 28.6
50
Interactive whiteboard
58.9</p>
      <p>17.9 19.6
0%</p>
      <p>100%
50%
%
No access</p>
      <p>Limited access</p>
      <p>Full access
performance spent more time using ICT for study
purposes than students with low academic
performance (p&lt;0.05). No significant difference
is observed between students with high and
average academic performance (p&gt;0.05), see
Figure 2. Also, there was no statistically
significant difference between different levels of
academic performance for the time spent using
ICT for other purposes (Kruskal-Wallis test
X2(2)=5.33; p=0.07).</p>
      <p>About 32.8% of students state they were involved
in projects focusing on ICTs integration in
teaching processes by their professors during their
studies.</p>
      <p>Half of the students use ICTs almost always for
communication and networking, their own
development and learning, work organization,
keeping records, and preparing projects and
lessons. More than 60% of the students use ICT to
find digital learning resources (Figure 3).</p>
      <p>Concerning the future integration of technology
in their work as teachers, 66.10% of students state
that to be confident and very confident to use it to
support the teaching of specific concepts or skills,
69.6 % to support various student learning styles
and to personalize learning, 64.3 % to enable
teaching pupils with disabilities, and 74.8 % to
foster pupils’ ability to use technology in their
education.</p>
      <p>More than 90% of students emphasize that
access to digital equipment is important to very
important to help them integrate ICT into their
future work as teachers (Table 1). Similar results
are observed for the importance of training and
courses to help in ICT integration.</p>
      <p>Students think that including ICT in the
curriculum would impact ICT’s implementation
in teaching processes. Time to practice is another
important factor that would help student-teachers
to improve their skills and incorporate ICT in their
classes (Table 1).</p>
      <p>To what extent have you used the ICT
for the activities below during your
master studies?</p>
    </sec>
    <sec id="sec-4">
      <title>4. Discussion</title>
      <p>
        The recent decade's teaching and learning
methods have changed how teachers and students
practice their study sessions. Nowadays, the
education system does better combine classic
learning with e-learning. The perception and
inclusion of technology by student-teachers can
be impacted by various factors, which according
to Ertmer et al. [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ], were categorized into first and
second-order barriers. Although this
categorization is outdated, the ideas still apply
today, with instances of these obstacles being
referred to as school or teacher-related barriers,
respectively, as described in [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ].
      </p>
      <p>
        Our study shows that the most frequent
drawback to technology integration is a need for
more digital equipment, which would constitute
an example of a first-order or school-related
barrier. Hew &amp; Brush [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ] report that the use of
ICT in teaching practices depends on the
availability and access to digital equipment, time
constraints, and adequate technical support. Lack
of access to personal computers could be a
problem regarding the student teacher’s ICT
literacy and the subsequent integration into
teaching [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ]. However, this effect should be
accounted for by guaranteeing appropriate
infrastructure such as interactive whiteboards,
projection systems, and video-conferencing,
among others, responsibility for which falls
mainly on the institution. Low access rates to
technical equipment could be the direct
consequence of the scarcity of said equipment or
the poor organization of resources. The school
could possess the right amount of equipment but
has not yet ensured success for all its users. Time
is also a factor that impedes the access and further
use of ICT for teaching purposes. Student
teachers, similarly to teachers, should be granted
enough time to not only access but also acquaint
themselves with hardware and software to be able
to work their way around equipment and fully
prepare materials for their lessons, particularly
online and multimedia content, as this would be
much more engaging to students.
      </p>
      <p>
        So-called blended learning, which has
advantages in the execution of a lesson that may
be carried out electronically or in person, is one of
the lesson models that can be used for
technological advancement [
        <xref ref-type="bibr" rid="ref12">12</xref>
        ]. Therefore,
students can engage in learning and access
assigned lesson materials or assignments [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ].
Using a wide range of scientific materials, diverse
knowledge, and studying strategies offered online
due to information and communication
technology can highly represent a more
qualitative learning process for a better
performance of students who know how to benefit
from it. However, to learn how to use media,
students must be able to improve their
independence first. As our study shows, even
though students tend to use more online hours for
other purposes than for studying, they still
manage to incorporate ICT for their development
and learning, for keeping records or preparing
projects and lessons, as well as for finding digital
learning resources, regardless of the lack of
appropriate digital devices. As reflected in our
results, learning to use technology opportunities
and self-build new skills greatly impacts a student
teacher’s academic progress [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ]. Almost the
same amount of students who use ICT for learning
purposes state that to be confident enough to use
technology to teach specific concepts and skills or
integrate different learning styles. In the case of
ICT, younger student teachers will grow up with
extended experience in using new technologies in
their daily lives [
        <xref ref-type="bibr" rid="ref14">14</xref>
        ].
      </p>
      <p>The results of this short study indicate that
student teachers’ engagement with ICT is worthy
of further critical investigation.</p>
    </sec>
    <sec id="sec-5">
      <title>5. Acknowledgments</title>
      <p>We are grateful to the students
participated in the study.
who</p>
    </sec>
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