<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Archiving and Interchange DTD v1.0 20120330//EN" "JATS-archivearticle1.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Efects and Benefits of Implementing Artificial Intelligence in Higher Education</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Milica Mladenović</string-name>
          <email>milica.mladenovic@metropolitan.ac.rs</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Dragana Nikolić-Ristić</string-name>
          <email>dragana.nikolic@metropolitan.ac.rs</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Bojan Ðorđević</string-name>
          <email>bojan.djordjevic@metropolitan.ac.rs</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Anja Marković</string-name>
          <email>anja.markovic@metropolitan.ac.rs</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Pavle Mitić</string-name>
          <email>pavle.mitic@metropolitan.ac.rs</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Faculty of Management, Belgrade Metropolitan University</institution>
          ,
          <addr-line>Tadeuša Košćuška 63, 11000 Belgrade</addr-line>
          ,
          <country country="RS">Serbia</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>In the modern digital era, educational institutions are creating development strategies for their digital transformation by implementing new digital teaching methods based on artificial intelligence (AI), such as online teaching and machine learning systems. The aim of the paper is to analyze the attitudes towards implementing AI in higher education. For this purpose, empirical research was conducted through a questionnaire distributed online to both students and employees of Belgrade Metropolitan University, as part of the university's internal research project. Research results presented in the paper show that both students and university staf have a generally positive attitude towards applying AI in education (average grades over 3,5 on the Likert scale), viewing AI as a way of providing high quality education to students. The findings of the research conducted in the paper reveal the main benefits of applying AI technologies in education to be improved work eficiency, administrative work, as well as student evaluation and monitoring system. The contribution of the paper suggests that organizing trainings and workshops to emphasize and demonstrate the benefits of implementing AI in education can improve both students and professors' perception, attitudes and intention to use modern learning and teaching technologies such as AI tools in education. Even though the awareness of AI benefits is constantly rising, the ethical issue still remains of whether AI should totally replace or merely contribute to the education process.</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;artificial intelligence</kwd>
        <kwd>higher education</kwd>
        <kwd>efects</kwd>
        <kwd>benefits</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>
        The term Artificial Intelligence (hereinafter: AI) can be defined as a complex set of systems which show
intelligent behavior in the way of analyzing their environment and taking action in order to achieve
specific goals with a certain level of autonomy [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. The goal of AI is to develop a software which can
simulate human intelligence by learning (extracting information and rules from data), concluding (using
gained knowledge in making decisions), and improving itself [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ].
      </p>
      <p>
        As part of their digital transformation strategies aimed at gaining new digital skills, educational
institutions are encouraged to implement modern digital teaching methods based on AI, such as online
teaching and learning systems, machine learning and ChatGPT [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ]. The use of AI tools in education
enables personalized learning and provides quality educational opportunities to all students equally,
thus contributing to lifelong learning and education as main sustainable development goals [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ].
      </p>
    </sec>
    <sec id="sec-2">
      <title>2. Application of Artificial Intelligence in Education</title>
      <p>
        According to the EU European Parliament’s global report, the largest private investments in
implementing AI in education in 2023 were recorded in the USA (62.5 billion EUR), followed by China (7.3 billion
EUR) and the UK (3.5 billion EUR) [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ].
(a) Sample structure - faculty.
      </p>
      <p>(b) Sample structure - position
(c) Sample structure - year of study (for students).</p>
      <p>
        Global KPMG study on attitudes towards AI of 17,000 respondents from 17 countries worldwide has
shown the highest level of trust (80%) regarding AI application at universities and research institutions
[
        <xref ref-type="bibr" rid="ref5">5</xref>
        ].
      </p>
      <p>
        The AI curriculum was created in China to adapt the traditional studying material to high school
students, and evaluate the efectiveness of formal AI education based on students’ knowledge perception
[
        <xref ref-type="bibr" rid="ref6">6</xref>
        ].
      </p>
      <p>
        European research results show that students in Sweden widely use ChatGPT [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ], whereas learning
experience and results of using AI tools in Slovenia vary depending on the field and level of academic
studies [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ].
      </p>
      <p>
        Research on attitudes towards AI in Serbia has shown that universities and research organizations
are most trusted to implement AI by the public [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ].
      </p>
    </sec>
    <sec id="sec-3">
      <title>3. Research on Artificial Intelligence Application in Higher Education in Serbia</title>
      <p>For the purpose of this paper an internal survey was conducted in June 2024. The survey questionnaire
was distributed via e-mail to all students and employees of Belgrade Metropolitan University, including
faculties FAM, FIT, FDU, FEFA, and FUTURA. The questionnaire consisted of 2 parts. The first part
of the questionnaire collected general data on the respondents - faculty, postition (student, professor,
teaching assistant, or administrative staf), and year of study (for students).</p>
      <p>The survey collected a sample of 303 respondents from Belgrade Metropolitan University, with the
majority representing Faculty of Digital Arts - FDU (41.3%), followed by Faculty of Management - FAM
(33%) and Faculty of Information Technology - FIT (23.8%), as well as FUTURA (1.3%) and FEFA (0.7%).</p>
    </sec>
    <sec id="sec-4">
      <title>4. Research Results</title>
      <p>The second part of the questionnaire contained 9 statements related to respondents’ attitudes towards
the application of artificial intelligence in higher education. The statements were evaluated using the
Likert scale, with grades varying from 1 - I completely disagree to 5 - I completely agree. A third of the
respondents (32.7%) is neither familiar of unfamiliar with AI technologies such as machine learning and
(a) Statistical analysis - questionnaire statement 1.
(b) Statistical analysis - questionnaire statement 2.
(c) Statistical analysis - questionnaire statement 3.
(d) Statistical analysis - questionnaire statement 4.
(e) Statistical analysis - questionnaire statement 5.
(f) Statistical analysis - questionnaire statement 6.
(g) Statistical analysis - questionnaire statement 7.</p>
      <p>(h) Statistical analysis - questionnaire statement 8.</p>
      <p>(i) Statistical analysis - questionnaire statement 9.
neural networks, with two other thirds varying between higher (29.7%) and lower levels of familiarity
(37.6%).</p>
      <p>Over a half of the respondents (56.8%) intends to use AI technology in their work (studying, teaching,
science or administration), with the other half varying between neutral (26.4%) and lower levels of
intention (16.9%).</p>
      <p>Over a half of the respondents (54.5%) agrees that AI technology is useful for studying and teaching
activities, a third of the respondents is neutral (35%), and the rest mostly does not agree (10.5%).</p>
      <p>Almost a half of the respondents (44.2%) agrees that by using AI chatbot technology they can get a
I am familiar with AI technologies such as machine learning and neural networks.</p>
      <p>I intend to use AI technology in my work - studying, teaching, science or administration.</p>
      <p>AI technology is useful for studying and teaching activities.</p>
      <p>By using AI chatbot technology I can get a correct answer to the question.</p>
      <p>AI technology will improve communication and administrative work of the university.</p>
      <p>Studying activity based on AI will improve the eficiency of higher education.</p>
      <p>AI application in analyzing data on student work will enable making predictions of their
future studying success.</p>
      <p>AI application will negatively impact students’ critical thinking.</p>
      <p>AI application will negatively impact students’ creativity.</p>
      <p>Average Grade
correct answer to the question, 40.6% of the respondents are neutral, and the rest mostly does not agree
(15.2%).</p>
      <p>A half of the respondents (51.8%) agrees that AI technology will improve communication and
administrative work of the university, almost a third of the respondents is neutral (29.4%), and the rest
mostly does not agree (18.8%).</p>
      <p>Almost a half of the respondents (46.5%) agrees that studying activity based on AI will improve the
eficiency of higher education, almost a third of the respondents is neutral (31.7%), and the rest mostly
does not agree (21.8%).</p>
      <p>Almost a half of the respondents (41%) agrees that AI application in analysing data on student work
will enable making predictions of their future studying success, 39.6% of the respondents are neutral,
and the rest mostly does not agree (19.4%).</p>
      <p>A half of the respondents (51.8%) agrees that AI application will negatively impact students’ critical
thinking, almost a third of the respondents is neutral (27.1%), and the rest mostly does not agree (21.2%).</p>
      <p>A half of the respondents (51.2%) agrees that AI application will negatively impact students’ creativity,
almost a third of the respondents is neutral (26.1%), and the rest mostly does not agree (22,8%).</p>
    </sec>
    <sec id="sec-5">
      <title>5. Discussion</title>
      <p>By analyzing the 9 questionnaire statements and their average grades, it can be concluded that the
respondents gave the highest average grades to statement 2 regarding the intention to use AI technology
in their work - studying, teaching, science or administration (average grade 3,63), as well as statement 3
regarding the usefulness of AI technology for studying and teaching activities (average grade 3.62).</p>
      <p>On the other hand, the respondents gave the lowest average grade to statement 1 regarding the
familiarity with AI technologies such as machine learning and neural networks (average grade 2.87).</p>
      <p>Based on these research results, the main benefits of implementing AI in higher education include:
• improving higher education eficiency
• predicting students’ success in studying by data analysis using AI
• getting a correct answer to the question
• improving administrative work</p>
      <p>
        On the other hand, implementing AI in higher education can have a negative efect on students’
critical thinking and creativity during studying activity. Gradual and responsible AI implementation
in higher education could be the solution to this ethical challenge [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ] since AI should contribute to
improving the studying and teaching experience, and not completely replace it [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ].
      </p>
    </sec>
    <sec id="sec-6">
      <title>6. Conclusion</title>
      <p>Based on the research conducted at Belgrade Metropolitan University, it can be concluded that both
students and university staf have recognized the benefits of using AI in studying and teaching activities,
and that they have a generally positive attitude towards applying AI at the universtiy.</p>
      <p>Furthermore, the conducted research contributes to better understanding the efects and benefits of
implementing AI in higher education, such as improving student evaluation and monitoring system,
work eficiency, as well as administrative work.</p>
      <p>
        Although both students and professors have shown high levels of intention to use AI, they are still
lacking knowledge and personal experience with AI [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ]. It is therefore recommended to organize
trainings and workshops in order to improve students and professors’ digital skills [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ].
      </p>
    </sec>
    <sec id="sec-7">
      <title>Acknowledgment</title>
      <p>This paper is the result of the internal research project "IntegriAI: Improving Business Processes at
Belgrade Metropolitan University by Using Artificial Intelligence", which is financed by Belgrade
Metropolitan University.</p>
    </sec>
    <sec id="sec-8">
      <title>Declaration on Generative AI</title>
      <p>The authors have not employed any Generative AI tools.</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          [1]
          <string-name>
            <given-names>P. N.</given-names>
            <surname>Boucher</surname>
          </string-name>
          , Artificial intelligence:
          <article-title>How does it work, why does it matter, and what can we do about it? (</article-title>
          <year>2020</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          [2]
          <string-name>
            <given-names>D. D.</given-names>
            <surname>Nikolić-Ristić</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Mladenović</surname>
          </string-name>
          ,
          <string-name>
            <given-names>B.</given-names>
            <surname>Ðorđević</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Marković</surname>
          </string-name>
          ,
          <string-name>
            <given-names>P.</given-names>
            <surname>Mitić</surname>
          </string-name>
          ,
          <article-title>Trends of applying artificial intelligence in the education sector</article-title>
          ,
          <source>in: Proceedings - 15th International Conference on E-Learning (eLearning 2024)</source>
          ,
          <year>2024</year>
          , pp.
          <fpage>149</fpage>
          -
          <lpage>156</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          [3]
          <string-name>
            <given-names>A.</given-names>
            <surname>Fošner</surname>
          </string-name>
          , University students'
          <article-title>attitudes and perceptions towards ai tools: implications for sustainable educational practices</article-title>
          ,
          <source>Sustainability</source>
          <volume>16</volume>
          (
          <year>2024</year>
          )
          <fpage>8668</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          [4]
          <string-name>
            <given-names>T.</given-names>
            <surname>Madiega</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R.</given-names>
            <surname>Ilnicki</surname>
          </string-name>
          ,
          <article-title>Ai investment: Eu and global indicators, Digital Issues in Focus, produced by the European Parliament Research Service (</article-title>
          <year>2024</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          [5]
          <string-name>
            <surname>KPMG</surname>
          </string-name>
          ,
          <source>Trust in artificial intelligence</source>
          ,
          <year>2023</year>
          . URL: https://kpmg.com/xx/en/home/insights/2023/09/ trust-in
          <source>-artificial-intelligence.html.</source>
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          [6]
          <string-name>
            <given-names>T. K.</given-names>
            <surname>Chiu</surname>
          </string-name>
          ,
          <string-name>
            <given-names>H.</given-names>
            <surname>Meng</surname>
          </string-name>
          ,
          <string-name>
            <given-names>C.-S.</given-names>
            <surname>Chai</surname>
          </string-name>
          ,
          <string-name>
            <given-names>I.</given-names>
            <surname>King</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>Wong</surname>
          </string-name>
          ,
          <string-name>
            <given-names>Y.</given-names>
            <surname>Yam</surname>
          </string-name>
          ,
          <article-title>Creation and evaluation of a pretertiary artificial intelligence (ai) curriculum</article-title>
          ,
          <source>IEEE Transactions on Education</source>
          <volume>65</volume>
          (
          <year>2021</year>
          )
          <fpage>30</fpage>
          -
          <lpage>39</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          [7]
          <string-name>
            <given-names>C.</given-names>
            <surname>Stöhr</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A. W.</given-names>
            <surname>Ou</surname>
          </string-name>
          ,
          <string-name>
            <given-names>H.</given-names>
            <surname>Malmström</surname>
          </string-name>
          ,
          <article-title>Perceptions and usage of ai chatbots among students in higher education across genders, academic levels and fields of study</article-title>
          ,
          <source>Computers and Education: Artificial Intelligence</source>
          <volume>7</volume>
          (
          <year>2024</year>
          )
          <fpage>100259</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          [8]
          <string-name>
            <given-names>M.</given-names>
            <surname>Budić</surname>
          </string-name>
          ,
          <article-title>Etičke dileme i stavovi prema primeni veštačke inteligencije, Kritika: časopis za filozofiju i teoriju društva 4 (</article-title>
          <year>2023</year>
          )
          <fpage>49</fpage>
          -
          <lpage>65</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          [9]
          <string-name>
            <given-names>V.</given-names>
            <surname>Dubljević</surname>
          </string-name>
          ,
          <article-title>Colleges and universities are important stakeholders for regulating large language models and other emerging ai</article-title>
          ,
          <source>Technology in Society 76</source>
          (
          <year>2024</year>
          )
          <fpage>102480</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          [10]
          <string-name>
            <given-names>S.</given-names>
            <surname>Ivanov</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Soliman</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Tuomi</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N. A.</given-names>
            <surname>Alkathiri</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A. N.</given-names>
            <surname>Al-Alawi</surname>
          </string-name>
          ,
          <article-title>Drivers of generative ai adoption in higher education through the lens of the theory of planned behaviour</article-title>
          ,
          <source>Technology in Society 77</source>
          (
          <year>2024</year>
          )
          <fpage>102521</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          [11]
          <string-name>
            <given-names>H.</given-names>
            <surname>Galindo-Domínguez</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N.</given-names>
            <surname>Delgado</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L.</given-names>
            <surname>Campo</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D.</given-names>
            <surname>Losada</surname>
          </string-name>
          ,
          <article-title>Relationship between teachers' digital competence and attitudes towards artificial intelligence in education</article-title>
          ,
          <source>International Journal of Educational Research</source>
          <volume>126</volume>
          (
          <year>2024</year>
          )
          <fpage>102381</fpage>
          .
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>