<!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>Determining the Level of Readiness of Teachers to Implementation of STEM-Education in Ukraine</article-title>
      </title-group>
      <contrib-group>
        <aff id="aff0">
          <label>0</label>
          <institution>Bogdan Khmelnitsky Melitopol State Pedagogical University</institution>
          ,
          <addr-line>Hetmanska St. 20, 72300 Melitopol</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Kherson State University</institution>
          ,
          <addr-line>Universytets'ka St. 27, 73000 Kherson</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <fpage>0000</fpage>
      <lpage>0001</lpage>
      <abstract>
        <p>Research of existing models of professional development of future teachers of natural and mathematical disciplines and professional teacher has shown that the creation of an educational environment for STEM-oriented learning affects the formation and further improvement of the system of their values. In this paper, the concept of STEM-education in terms of interdiscipline is considered. An attempt was also made to identify the factors that influence the readiness of teachers to support STEM-education and implement it in educational institutions. This study is concerned with determining the level of formation of teachers' readiness for the implementation of STEM-education in Ukraine. Here we propose a methodology and a model for determining the level of readiness through surveys and analysis of results. On the basis of the obtained results, further prospects of the research are proposed and recommendations for involving young people in scientific activities, which may improve learning of Science, Technology, Engineering, Mathematics (STEM).</p>
      </abstract>
      <kwd-group>
        <kwd>cooperation</kwd>
        <kwd>exchange of experience</kwd>
        <kwd>integration</kwd>
        <kwd>collaboration</kwd>
        <kwd>STEM</kwd>
        <kwd>survey</kwd>
        <kwd>questionnaire</kwd>
        <kwd>education</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>
        One of the promising areas that address the issues of providing queries in the labor
market, education in science, technology, engineering and mathematics
(STEMeducation): creation of conditions for a balanced harmonious formation of
scienceoriented education on the basis of modernization of the mathematical and naturalistic
and humanitarian education profiles. Interest in STEM is growing worldwide. This is
indicated by the number of publications and studies in different countries. For
example, in a review [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ] examines 44 published articles on the topic of STEAM (Science,
Technology, Engineering, Arts, Mathematics) education from 2007-2018 was made.
Interesting information about statistics that Google leads on request. In the world,
there has been an increase in interest in STEM education in the last five years
(Figure1).
      </p>
      <p>In this case, searches in most cases relate to STEM-education tools, as well as
degrees and levels of education, education departments, stages.</p>
      <p>Fig. 1. Relative number of queries statistics on the theme</p>
      <p>of STEM in the world over the past five years</p>
      <p>In Ukraine, STEM-education began to be interested relatively recently: the first
queries appeared in 2007 year. The leaders in these queries are Kirovograd region
(Figure 2). Mostly looking in the context of such phrases as: toolkit, summer camp,
topic, tournament.</p>
      <p>Fig. 2. Relative number of queries statistics on the theme</p>
      <p>of STEM in Ukraine over the past five years</p>
      <p>Development and implementation of education programs in the field of science,
engineering, engineering and mathematics (STEM) in the educational process is able
to provide the needs of the labor market by highly skilled professionals. Accordingly,
there is a need for trained teachers, teaching methods and upgraded training programs.</p>
      <p>
        “The quality of an education system cannot exceed the quality of its teachers and
school leaders – and the quality of teachers and school leaders cannot exceed the
quality of work organization, professional development and support provided by and
to schools and local communities” [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ]. Therefore, the problem of determining factors
influencing the construction of a model for the professional development of future
teachers in the STEM education is actual.
      </p>
      <p>The purpose of the article is to study the level of formation of participants'
readiness for the implement of STEM-education in Ukraine and identify of factors
influencing the professional development of the future teacher of natural and mathematical
disciplines.
2</p>
    </sec>
    <sec id="sec-2">
      <title>Related Work</title>
      <p>Today in the world there are more than a dozen analogs of interdisciplinary
integration: STREAM, STEMLE, iSTEM, eSTEM, METALS, MINT, GEMS, etc. This is a
combination of basic disciplines (Science, Technology, Engineering, Mathematics)
with logic, law, robotics, gender issues, ecology, etc. The leading principle of
STEMeducation is project activity. It has characteristics such as: interdisciplinarity
(integrated learning), collaboration (active communication and teamwork), availability of
results (application of scientific and technical knowledge in real life), preparation of
children for technological innovation of life. Technology itself cannot create an
environment for sharing knowledge, although it is a very important element of a
knowledge management system. The use of modern digital technologies should
support the necessary elements of interpersonal communication, because they make the
process of sharing knowledge more intense. In this regard, it is necessary to pay
attention not only to the material and technical part, but also to the organization of training
activities.</p>
      <p>
        Students cannot fully benefit from interdisciplinary studies until they acquire a
solid grounding in the various disciplines that interdisciplinarity attempts to bridge [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ].
Therefore, sufficient attention should be given to the basic subjects in the training of
future teachers. Also, the key to learning is the support of STEM teachers by the
institution of education in this direction.
      </p>
      <p>
        The issue of STEM support by the institution of education in scientific works is
called the school STEM culture. A survey carried out in [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ] revealed that the issue of
school STEM culture formation is an important factor in the professional activity of
teachers. The main issues of the formation of school STEM culture that have
expressed the focus groups of the survey can be divided into three categories:
cooperation, exchange of experience, integration (Figure 3).
      </p>
      <p>
        In 2010, an attempt was made to compare educational curricula for teacher
education in a European project SITEP [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ]. The purpose of this study was to obtain
information on the content of curricula for future teachers, as well as the identification of
competences and skills that are important for the formation of professionals.. As a
result of this study, some suggestions were made to improve the practice of
pedagogical education at different stages of learning from various parameters:
 Knowledge of the subject area is the main criterion for evaluating the learning
activity of a future teacher and teacher with teaching experience.
 Self-assessment and independent professional development are sufficient for an
experienced teacher, but for a future teacher it will be more expedient to manage
self-esteem.
 Own learning experience is often transformed into transferring it into professional
activity. Therefore, the use of teaching different practices and approaches will have
a positive effect both in teaching and in the professional activity of teachers.
 Collaboration with colleagues (future colleagues) will provide an incentive for
professional growth.
 Involving teachers with teaching experience in developing and implementing a
rating system will enable the formation of professional standards that will affect
the quality of future teachers' training.
      </p>
      <p>
        Qualifications for teachers who are already working should be supported by
shortterm courses. Adult education, associated with active cognitive activity and research,
creates a positive experience of using technology. It helps not only to quickly
perceive information, but also to apply it in its practice and create new knowledge. [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ].
      </p>
      <p>
        According to the study [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ], teachers teach how they studied themselves. Therefore,
the initial training of teachers for teaching STEM, as well as advanced training,
requires appropriate changes in the orientation of values, as well as in the form of
training [
        <xref ref-type="bibr" rid="ref8 ref9">8, 9</xref>
        ].
      </p>
      <p>Among the organizational forms of teaching, today the most common frontal
(lecture), group, individual activity (Figure 4).</p>
      <p>Each of these forms affects the development and formation of a certain group of
qualities. In particular, for all forms of learning, the development of cognitive skills is
inherent due to the combination of theoretical knowledge and practical activity. The
use of these forms in STEM-education has modern types of cognitive activity that
provide the formation of such qualities (Figure 5).</p>
      <p>
        The studies analyzed in [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ] document that active learning leads to increases in
examination performance that would raise average grades by a half, and that failure
rates under traditional lecturing increase over the rates observed under active learning.
Therefore, the usual types of cognitive activity for various organizational forms of
learning should be characterized primarily by the activity of students and involve
them in active discussion and problem solving.
      </p>
      <p>
        There are different types of interaction between participants in the framework of
interdisciplinary work. In work [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ], interdisciplinary activities are presented as social
interaction. According to the authors, interdisciplinary research is team research
entailing social interaction among the research team in order that the disciplinary
perspectives may interact. Therefore, for the process of actually achieving integration
involves both social and cognitive elements. This work was presented four ideal types
of socio-cognitive frameworks group learning:
 Common group learning - The result of the group's work is the collective
intellectual property of the group. In such a group it is not possible to identify specific
specialists - the expert is group.
 Modeling – is a structure that is need not be constructed by the entire research
team. It may be imported intact from outside sources. Takes into account the
individual contribution of each in the formation of a new intellectual result.
 Negotiation among experts – unlike common group learning, negotiation does not
render team members expert in every aspect of the project. Negotiation among
experts is not the dominant framework for integration. Effective integration requires
to substantively reflect the inclusion of the findings of the all expert analyses of
team members.
 Integration by leader – it involves a communication pattern in which the problem is
divided by the leader on the basis of team members expertise. This type of
interaction is more suitable for multidisciplinary.
      </p>
      <p>
        Thus, social interaction and interaction in the professional environment are
necessary and useful in terms of personal and professional growth [
        <xref ref-type="bibr" rid="ref12">12</xref>
        ].
3
      </p>
    </sec>
    <sec id="sec-3">
      <title>Experimental Settings</title>
      <p>In order to identify teachers' readiness for the support and implementation of
STEMeducation in Ukraine, we conducted a survey among 144 teachers of natural and
mathematical disciplines. The survey was attended by teachers from different schools
and different specialties.</p>
      <p>Almost a third of the respondents were teachers of natural sciences (chemistry,
biology, etc.). Among respondents 83% were teachers. Teachers of the directions
"Mathematics" (34.8%), "Physics" (19.6%), "Informatics" (17.4%) turned out to be
the most.</p>
      <p>The questionnaire contained three types of questions: assume one-choice answers,
assessment on a scale from 0 to 5 and free-answers. Were asked teachers to rate their
knowledge and skills on a five-point Laickert scale.</p>
    </sec>
    <sec id="sec-4">
      <title>Experimental Results</title>
      <p>The survey consisted of 10 questions on awareness of STEM education issues and 4
questions on the educational activity of teachers.</p>
      <p>
        The question about the level of awareness in STEM education was asked to answer
in scores from zero ("I hear about it for the first time") to five points ("Actively use
STEM-technologies").
A sufficiently large number of teachers have an understanding of
STEMeducation, as were show answers presented in Figure 6. Against the background of
previous results, the share of teachers who are not familiar with the concept of STEM
education has decreased (previously it was 43%) [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ]. Conducting on-line courses,
webinars, popularization of festivals, as well as the work of the community of active
teachers led to a better awareness of STEM-education. Some respondents answered
negatively to this question. In the future, their answers were excluded from the
analysis.
      </p>
      <p>In the question of the combination of which subjects are best suited for STEM
education, teachers could choose no more than four subjects.</p>
      <p>Preference received such disciplines as computer science (21.2%), mathematics
(19.7%), physics (19.2%) and technology (15.2%). All other disciplines in the
naturemathematical cycle received less than fifty percent. Some of the polled indicated
philology. Such a division is due primarily to the specialization of the teachers
themselves and the possible prediction of the use of STEM-education in their work. Such
results can be considered a reflection.</p>
      <p>Fig. 7. Answers to the question of the best combination</p>
      <p>subjects for STEM education</p>
      <p>The question "Which of the statements is true for STEM-education?" The
respondents were asked to select several allegations from the proposed.</p>
      <p>STEM education is associated with a promising area that will help students engage
in research in the world (85.4%) believe the majority of teachers. as well as the ability
to be involved in innovation (70.8%). Some teachers expressed doubts about STEM
education (16,7%).</p>
      <p>On the question "How are the properties of STEM education best described it?"
Several variants of options could be made in order to determine the association's
educational technologies with this area of activity.</p>
      <p>
        According to most teachers, the most characteristic of STEM education is team
work (79.2%), research activities and the ability to experiment (77.1%). Scientific
research activities (60.4%), as well as interdisciplinarity and integration (64.6%) are
also important. These results are in good agreement with the results of work [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ]. For
the teachers is main interaction, integration, and exchange of experience, as described
above.
      </p>
      <p>Figure 10 shows the responses of respondents about the provision of schools to
support STEM education. As can be seen from the answers, there is a lack of material
and technical basis, an indirect evaluation of organizational support and
methodological materials.</p>
      <p>In the next question, the teachers could express their wishes "What is to be done to
the educational establishment for the introduction of STEM-education?" (Figure 11).</p>
      <p>Fig. 11. The most popular answers to the question of teachers' needs</p>
      <p>for the implementation of STEM-education</p>
      <p>Most of the teachers called for the restoration of the material and technical base
and funding for this direction. But some teachers still need methodological and
organizational support. It should be noted that one of the answers was "Time".</p>
      <p>The following two questions related to the activity of the teachers themselves: "Do
you organize or attend integrated classes in different disciplines?" and "Do you have
the experience of applying STEM in your professional activity?". Answers should
have been indicated in scores from zero (option "No") to three points (the answer
"Yes"). As can be seen from Figure 13, most of the teachers conduct integrated
classes in their disciplines. At the same time, on the other question the majority answered
was "no".</p>
      <p>Such various answers say that there is still no full awareness in society and in the
professional community that is STEM education and STEM technology. This concept
is quite new and more attention needs to be paid to the formalization of the concepts
of this direction and to familiarize the general public with its main concepts. It is also
possible not to realize the value of their own activities and to compare it with existing
practices.</p>
      <p>The answers to the question "Who is the participant / organizer of which STEM
events you are?" Most had negative responses. Teachers were able to determine the
extent of their engagement to active engagement, as well as indicate which activities
they are organizing. In the end, the answers to this question are in good agreement
with the results of the previous question (Figure 13).
The relative number of negative responses was almost half of the total (47%). Other
teachers are ready to participate with their students in events. At the same time, a
significant number (38%) of active teachers perform passive participation as a
participant, not an organizer (15%).</p>
      <p>
        Relatively large activity in the integrated lessons is due to the fact that most of
these lessons are conducted as Parallel Discipline Designs or Interdisciplinary Units /
Courses according to the above classification [
        <xref ref-type="bibr" rid="ref14">14</xref>
        ]. That is, short-term projects that
can be implemented within school activities. Among the responses to the forms of
activity were basically case studies, workshops, seminars and web conferences.
5
      </p>
    </sec>
    <sec id="sec-5">
      <title>Conclusions and Future Work</title>
      <p>It is obvious that the main advantage of STEM-education is the formation of a
community of specialists with a scientific outlook, ready to use technologies in their
professional activities. However, this requires an appropriate organization of learning
activities and other approaches to the formation of a community of teachers who are
ready to support and implement this learning technology.</p>
      <p>However, after undergoing training according to their specialty without using
modern forms and methods of teaching, teachers give preference to those forms that
they are known or need to be passively involved.</p>
      <p>Using STEM-education as one of the learning technologies requires teachers and
future teachers to be ready to change the educational environment and communicate
in professional communities.</p>
      <p>The survey conducted allows us to draw the following conclusions:
 Knowledge on STEM education is growing, but the general level of understanding
of its basic principles as a technology and remains relatively low at this time.
 Given the recognition of the leading role of cooperation in STEM-education, part
of teachers are ready to independently organize interaction in the educational
activities of students. But most teachers are ready to passive participate in activities that
focus on STEM education.
 Collaboration, integration and the exchange of experience play an important role in
shaping the active community of STEM teachers. Therefore, in order to attract
future teachers to the professional community, it is necessary to use such forms that
give motivation for further improvement and influence the formation of a system
of their values. To change the situation, it is necessary to include in the course of
raising the skills of teachers, such activities as excursions, master classes, to
engage in festivals and competitions.</p>
      <p>The analysis of the results gives an opportunity to formulate prospects for further
research. A promising direction is the development of programs of training modules
for formal and non-formal education of future teachers of natural and mathematical
disciplines. The influence of interdisciplinary programs on the readiness of teachers to
support and introduce STEM-learning in the educational process has been proved.
That is why it is necessary to create in the educational institution an educational
environment for STEM-oriented learning, which will ensure cooperation, integration and
exchange of experience among all participants in the training.</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          1.
          <string-name>
            <surname>Perignat</surname>
            ,
            <given-names>E.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Katz-Buonincontro</surname>
          </string-name>
          ,
          <source>J. STEAM in Practice and Research: An Integrative Literature Review. Thinking Skills and Creativity</source>
          . (
          <year>2018</year>
          ). doi:
          <volume>10</volume>
          .1016/j.tsc.
          <year>2018</year>
          .
          <volume>10</volume>
          .002
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          <article-title>2. Lessons from PISA for Japan, Strong Performers and Successful Reformers in Education [Electronic resource]</article-title>
          , OECD Publishing, Acces mode: http://dx.doi.org/10.1787/9789264118539-en .
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          3.
          <string-name>
            <surname>Jacobs</surname>
            ,
            <given-names>H.H.</given-names>
          </string-name>
          ,
          <article-title>and</article-title>
          <string-name>
            <given-names>J.H.</given-names>
            <surname>Borland</surname>
          </string-name>
          .,
          <article-title>"The Interdisciplinary Concept Model</article-title>
          .
          <article-title>Design and Implementation." Gifted Child Quarterly</article-title>
          . (
          <year>1986</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          4.
          <string-name>
            <given-names>L</given-names>
            <surname>-Deghaidy</surname>
          </string-name>
          , Heba et al.
          <article-title>"Context of STEM Integration in Schools: Views from In-service Science Teachers."</article-title>
          <source>Eurasia Journal of Mathematics, Science and Technology Education</source>
          , vol.
          <volume>13</volume>
          , no.
          <issue>6</issue>
          ,
          <issue>2017</issue>
          , pp.
          <fpage>2459</fpage>
          -
          <lpage>2484</lpage>
          . doi:
          <volume>10</volume>
          .12973/eurasia.
          <year>2017</year>
          .
          <year>01235a</year>
          . [Online]. Available: https://ore.exeter.ac.uk/repository/handle/10871/31963
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          5.
          <string-name>
            <surname>Menter</surname>
            ,
            <given-names>I.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Hulme</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Elliott</surname>
            ,
            <given-names>D.</given-names>
          </string-name>
          &amp;
          <string-name>
            <surname>Lewin</surname>
            ,
            <given-names>J.</given-names>
          </string-name>
          ,
          <source>Literature Review on Teacher Education in the 21st Century. Report for the Scottish Government</source>
          , (
          <year>2010</year>
          ), Available at: https://www.gov.scot/Resource/Doc/325663/0105011.pdf
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          6.
          <string-name>
            <surname>Taylor</surname>
            ,
            <given-names>K.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Lamoreaux</surname>
            ,
            <given-names>A.</given-names>
          </string-name>
          (
          <year>2008</year>
          ).
          <article-title>Teaching with the brain in mind</article-title>
          .
          <source>New Directions For Adult &amp; Continuing Education</source>
          , (
          <volume>119</volume>
          ),
          <fpage>49</fpage>
          -
          <lpage>59</lpage>
          . doi:
          <volume>10</volume>
          .1002/ace.305.
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          7. National Research Council..
          <article-title>Rising above the gathering storm: Energizing and employing America for a brighter economic future</article-title>
          , Washington D.C. National Academies Press. (
          <year>2007</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          8.
          <string-name>
            <surname>Osadchyi</surname>
            <given-names>V. V.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Osadcha</surname>
            <given-names>K. P.</given-names>
          </string-name>
          <article-title>Modern realities and trends of information and communication technologies development in education//Information Technologies</article-title>
          and
          <string-name>
            <given-names>Learning</given-names>
            <surname>Tools</surname>
          </string-name>
          ,
          <year>2015</year>
          , V.
          <volume>48</volume>
          , No 4, pp.
          <fpage>47</fpage>
          -
          <lpage>57</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          9.
          <string-name>
            <surname>Zaytseva</surname>
            <given-names>Т.</given-names>
          </string-name>
          :
          <article-title>The Introduction of the Competence-based Approach in Educational Process of Training of Skippers</article-title>
          .
          <source>In: 12th International Conference on ICT in Education, Research and Industrial Applications: Integration, Harmonization and Knowledge Transfer</source>
          , pp.
          <fpage>687</fpage>
          -
          <lpage>699</lpage>
          . Kyiv, Ukraine, CEUR-WS,
          <volume>1614</volume>
          , (
          <year>2016</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          10.
          <string-name>
            <surname>Freeman</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Eddy</surname>
            ,
            <given-names>S. L.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>McDonough</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Smith</surname>
            ,
            <given-names>M. K.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Okoroafor</surname>
            ,
            <given-names>N.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Jordt</surname>
            ,
            <given-names>H.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Wenderoth</surname>
            ,
            <given-names>M. P.</given-names>
          </string-name>
          <article-title>Active learning increases student performance in science, engineering, and mathematics</article-title>
          .
          <source>Proceedings of the National Academy of Sciences</source>
          ,
          <volume>111</volume>
          (
          <issue>23</issue>
          ),
          <fpage>8410</fpage>
          -
          <lpage>8415</lpage>
          . (
          <year>2014</year>
          ). doi:
          <volume>10</volume>
          .1073/pnas.1319030111
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          11.
          <string-name>
            <surname>Rossini</surname>
            ,
            <given-names>F. A.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Porter</surname>
            ,
            <given-names>A. L..</given-names>
          </string-name>
          <article-title>Frameworks for integrating interdisciplinary research</article-title>
          .
          <source>Research Policy</source>
          ,
          <volume>8</volume>
          (
          <issue>1</issue>
          ), pp.
          <fpage>70</fpage>
          -
          <lpage>79</lpage>
          . (
          <year>1979</year>
          ). doi:
          <volume>10</volume>
          .1016/
          <fpage>0048</fpage>
          -
          <lpage>7333</lpage>
          (
          <issue>79</issue>
          )
          <fpage>90030</fpage>
          -
          <lpage>1</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref12">
        <mixed-citation>
          12.
          <string-name>
            <surname>Samchynska</surname>
            ,
            <given-names>Y.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Vinnyk</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          :
          <article-title>Decision Making in Information Technologies Governance of Companies</article-title>
          .
          <source>In:13th International Conference on ICT in Education, Research and Industrial Applications: Integration, Harmonization and Knowledge Transfer</source>
          , pp.
          <fpage>96</fpage>
          -
          <lpage>110</lpage>
          . Kyiv, Ukraine, CEUR-WS,
          <year>1844</year>
          , (
          <year>2017</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref13">
        <mixed-citation>
          13.
          <string-name>
            <surname>Kushnir</surname>
            <given-names>N.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Valko</surname>
            <given-names>N.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Osipova</surname>
            <given-names>N</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Bazanova</surname>
            <given-names>T.</given-names>
          </string-name>
          :
          <article-title>Experience of Foundation STEM-School</article-title>
          .
          <source>In: 13th International Conference on ICT in Education, Research and Industrial Applications: Integration, Harmonization and Knowledge Transfer</source>
          ,
          <string-name>
            <surname>Volume</surname>
            <given-names>II</given-names>
          </string-name>
          :
          <string-name>
            <surname>Workshops</surname>
          </string-name>
          . - ICTERI Kyiv, Ukraine, May
          <volume>14</volume>
          -17,
          <year>2018</year>
          ., pp.
          <fpage>431</fpage>
          -
          <lpage>446</lpage>
          , Access mode: http://ceurws.org/Vol-
          <volume>2104</volume>
          /paper_241.pdf
        </mixed-citation>
      </ref>
      <ref id="ref14">
        <mixed-citation>
          14.
          <string-name>
            <surname>Meeth L. R. Interdisciplinary</surname>
          </string-name>
          <article-title>Studies: Integration of Knowledge</article-title>
          and Experience / Lois Richard Meeth //Change. -
          <year>1978</year>
          . -
          <fpage>№</fpage>
          10. - P.
          <fpage>6</fpage>
          -
          <lpage>9</lpage>
          .
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>