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  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>European Journal of
Educational Research 12 (2023) 1363-1375. doi:10.12973/eu</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.1187/cbe</article-id>
      <title-group>
        <article-title>The modern STEM center as a comprehensive educational resource for undergraduate science and mathematics training</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Mariana M. Kovtoniuk</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Olena M. Soia</string-name>
          <email>soia.om@vspu.edu.ua</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Oksana S. Turzhanska</string-name>
          <email>turganskaoksana@gmail.com</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Olena P. Kosovets</string-name>
          <email>kosovets.op@vspu.edu.ua</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Ivanna M. Leonova</string-name>
          <email>ivannaleonova6@gmail.com</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="editor">
          <string-name>PCWrEooUrckResehdoinpgs ISSNc1e6u1r-3w-0s0.o7r3g</string-name>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Vinnytsia Mykhailo Kotsiubynskyi State Pedagogical University</institution>
          ,
          <addr-line>32 Ostrozhskogo Str., Vinnytsia, 21100</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2024</year>
      </pub-date>
      <volume>3665</volume>
      <fpage>48</fpage>
      <lpage>60</lpage>
      <abstract>
        <p>The development of education in the field of STEM as an innovative direction of science and mathematics education in Ukraine is carried out through the efective use of STEM methods as tools for learning, career guidance of pupils/student youth, training, retraining or advanced training of scientific and pedagogical workers. This article analyzes trends in the development of education in the field of STEM as one of the key fields of research worldwide from the point of view of geospatial focus, main disciplinary areas, methodological and theoretical assumptions in the formation of research and STEM education practices. The regulatory and legal field of the implementation of the state program of the STEM field in Ukraine has been studied. The article focuses on efective pedagogical strategies of STEM education from the standpoint of creating a STEM center as a perspective educational resource for undergraduate science and mathematics training at the Vinnytsia Mykhailo Kotsiubynskyi State Pedagogical University. Through factor analysis of survey data from 82 participants, we identified three key factors driving STEM center efectiveness: research participation aspirations (62.661% variance), collaborative cooperation (30.753% variance), and innovative thinking development (49.819% variance). The popularization of STEM education among young people, teachers of general secondary education institutions and teachers of higher education institutions thanks to holding meetings in the direction of STEM education with leading specialists of Delphi Software, an expert of Panasonic is described. Building on global evidence showing that modern STEM centers serve as comprehensive educational resources integrating technology-enhanced learning, collaborative communities, and pedagogical innovations, our findings demonstrate that structured mentorship, 24/7 online support modules, and micro-credentialing significantly enhance student retention and engagement. The efectiveness of the “Educational and Scientific Training Center for Computer Science and Computer Mathematics” is evidenced by the achievements of university students in various Olympiads, competitions, and presentations at conferences. This study contributes to the growing body of evidence that modern STEM centers, when properly implemented with strategic leadership and multi-stakeholder partnerships, can transform undergraduate science and mathematics education while promoting equity and inclusion for underrepresented groups.</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;natural sciences and mathematics education</kwd>
        <kwd>STEM education</kwd>
        <kwd>STEM center</kwd>
        <kwd>education of pedagogical workers</kwd>
        <kwd>technology-enhanced learning</kwd>
        <kwd>communities of practice</kwd>
        <kwd>micro-credentials</kwd>
        <kwd>active learning</kwd>
        <kwd>equity in STEM</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>
        Ukraine, integrating into the European and world educational space, strives to reform the modern
education system for the versatile training of highly competent education seekers who are able to
demonstrate relevant learning results of theoretical and applied content [
        <xref ref-type="bibr" rid="ref85">1</xref>
        ]. The state policy vector is
aimed at significantly updating the content, methods and technologies of teaching pupils and students.
Scientists, methodologists, educators and other interested persons are active participants in the
statebuilding process in the field of modernization of the national education system. Therefore, relying
on the experience of such countries as Australia, Great Britain, Israel, China, Korea, Singapore, the
USA and others, Ukraine joins the world practice of introducing education in the field of STEM as an
innovative direction of the development of science and mathematics education [
        <xref ref-type="bibr" rid="ref146 ref157">2, 3, 4</xref>
        ].
      </p>
      <p>Note that the acronym STEM is used to denote a popular direction in education, which includes
natural sciences (Science), technology (Technology), technical creativity (Engineering) and mathematics
(Mathematics) [5]. Therefore, STEM education is the basis for training qualified professionals in fields
related to the latest technologies and high-tech industries in conjunction with the natural sciences. In
general secondary education, the process of STEM formation is due to the deepening of interdisciplinary
links and the implementation of integrated STEM projects, and in higher education institutions –
through the development and updating of curricula with strengthening of the science component and
the use of innovative technologies.</p>
      <p>
        Developed countries have been implementing government programs in the field of STEM education
for many years. In Ukraine, the Institute for Modernization of Educational Content has established a
department of STEM education in which the following sectors [
        <xref ref-type="bibr" rid="ref131">6</xref>
        ] operate: innovative forms and methods
of teachers, scientific and methodological support of STEM education, research of educational processes.
Specialists of the department deal with practical issues of analysis of the process of development
and dynamics of development, identicfiation of problems and forecasting of further trends in the
implementation of STEM education; providing scientific and methodological support for experimental
innovation activities, providing practical assistance to educational institutions implementing STEM
majors; carrying out various activities to train and improve the skills of teachers in educational activities
in the field of STEM education, providing them with professional methodological assistance in the
organization of STEM training; coordinating the activities of working groups of scientists, educators and
specialists in STEM education and establishing communication links with the structures of the education
sector, stakeholders and other institutions in the regions; initiation, attraction of resources and funds,
coordination, organization of educational projects, publications, presentations during educational
events of various levels aimed at promoting STEM learning and career guidance among students,
dissemination of experience and achievements of STEM education and other important tasks, absent
which a systematic approach to the implementation of STEM education is dificult to imagine.
      </p>
      <p>
        The legal field for the development of STEM direction in domestic education includes Orders of the
Ministry of Education and Science of February 29, 2016 № 188 “On the establishment of a working
group on the implementation of STEM education in Ukraine” [7], of May 17, 2017 № 708 “On research
and experimental work at the national level on the topic: “Scientific and methodological principles of
creation and operation of the All-Ukrainian scientific and methodological virtual STEM center” for
20172021” [8] and from April 29 2020 № 574 “On approval of the Standard list of teaching aids and equipment
for classrooms and STEM laboratories” [9], Order of the Cabinet of Ministers of Ukraine of August
5, 2020 № 960-r “On approval of the Concept of development of natural and mathematical education
(STEM education)” [
        <xref ref-type="bibr" rid="ref100 ref107 ref125 ref130 ref14 ref161 ref25 ref40 ref63 ref96">10</xref>
        ] (hereinafter – the Concepts), the implementation of which is scheduled for 2027,
and a number of orders and letters of the Institute for Modernization of Educational Content, other
oficial documents and guidelines, collegial decisions and responses measures regulating the provision
of educational services in Ukraine.
      </p>
      <p>
        In particular, the main goal of the Concept is “to promote the development of natural sciences
and mathematics education (STEM education) as a basis for competitiveness and economic growth
of our country, the formation of new competencies of citizens, training new generations capable of
learning and developing and using new technologies”. The document also outlines the problems, ways
and means of solving them, the timing of the Concept, the forecast of the impact on key interests of
stakeholders, expected results, the amount of financial, logistical, human resources, etc. Accordingly,
the following are defined: the purpose of natural sciences and mathematics education (STEM education)
and current competencies in the labor market, which should be formed through the development of
appropriate teaching methods and training programs; principles, main tasks and priority directions
of its development at the levels – primary (preschool, out-of-school, primary education), basic (basic
secondary, out-of-school education), profile (profile secondary, out-of-school, professional (vocational)
education), higher / professional (Higher Education). “Natural sciences and mathematics education
(STEM education) in Ukraine can be implemented through all types of education, namely: formal,
non-formal, informal (on online platforms, in STEM centers / laboratories (including virtual), by
conducting tours, quests, tournaments, competitions, Olympiads, festivals, workshops, events, during
which specialists in the field of software development work on solving a problem, creating new computer
programs)” [
        <xref ref-type="bibr" rid="ref100 ref107 ref125 ref130 ref14 ref161 ref25 ref40 ref63 ref96">10</xref>
        ].
      </p>
      <p>Thus, an integral component of science and mathematics education (STEM education) is the creation
of a network of modern STEM centers as promising educational resources (including virtual ones),
the activities of which should be aimed at: organizing science-oriented project and research activities
of education seekers with the use of high-tech teaching aids, innovative education models, their
development and approval; popularization of the results of inventive, science-oriented activities and
development of pupils/students creativity, critical thinking skills; professional improvement and growth
of scientific-pedagogical and pedagogical workers, deepening of their professional training in a way
acceptable to them, including using distance learning technologies.</p>
      <p>Because STEM centers can be equipped with “general secondary education institutions, as well as
vocational (technical) and professional higher education institutions that provide complete general
secondary education, as well as higher education institutions that train teachers” [9]. Therefore, in the
framework of the Concept we consider it expedient to create a STEM center as an educational resource
for training in the context of the development of natural and mathematical education (STEM education)
on the basis of Vinnytsia Mykhailo Kotsiubynskyi State Pedagogical University.</p>
      <p>The goal is to determine the key functions and efectiveness of the STEM center on the basis of
Vinnytsia Mykhailo Kotsiubynskyi State Pedagogical University.</p>
      <p>Main tasks:
• to carry out an analysis of trends in the development of education in the field of STEM based on
the practical experience of scientists from diferent countries;
• to investigate the regulatory and legal field of implementation of the state program of the STEM
ifeld in Ukraine;
• to popularize STEM education among young people, teachers of general secondary education
institutions and teachers of higher educational institutions thanks to the experience of the
operation of the STEM center “Educational and Scientific Training Center for Computer Science
and Computer Mathematics” on the basis of the Department of Mathematics and Computer
Science of the Vinnytsia Mykhailo Kotsiubynskyi State Pedagogical University;
• to determine the purpose of the operation of the STEM center for junior year students and pupils,
teachers of general secondary education institutions, to determine the key indicators that afect
the development of education in the field of STEM as an innovative direction of the development
of science and mathematics education in Ukraine;
• conducting events in the direction of STEM education to attract scientific and pedagogical workers
to the use of new technologies, as well as their training, retraining or advanced training for the
efective use of STEM methods as tools for training and career guidance of pupils/students;
• to verify the pedagogical research on the perception by respondents of the functions that will
be performed by the STEM center, based on the results of the scientific experiment by means of
factor analysis;
• to describe the prospects of further research of the STEM center “Educational and Scientific
Training Center for Computer Science and Computer Mathematics” on the basis of the Department
of Mathematics and Computer Science of Vinnytsia Mykhailo Kotsiubynskyi State Pedagogical
University.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Literature review</title>
      <p>
        The analysis of trends in the development of STEM education based on practical experience shows that
STEM education is one of the key areas of research worldwide. A critical review of the transdisciplinary
point of view on geospatial focus, main disciplinary areas, methodological and theoretical assumptions
in the formation of research and practice of STEM education is presented in the article [
        <xref ref-type="bibr" rid="ref155">11</xref>
        ]. The authors
reviewed 154 peer-reviewed articles published between January 2007 and March 2018 and came to the
conclusion of “the need for aesthetic expansion and diversification of STEM education research by
challenging the disciplinary hegemonies and calls for reorienting the focus away from human capital
discourse”.
      </p>
      <p>
        Modern STEM centers have emerged globally as pivotal educational resources responding to urgent
needs for innovative, flexible, and inclusive approaches to undergraduate science and mathematics
training [
        <xref ref-type="bibr" rid="ref126 ref13 ref147 ref6">12, 13</xref>
        ]. These centers integrate digital technologies, collaborative pedagogies, and community
engagement to address persistent challenges in student retention, skill development, and equity across
diverse educational contexts (table 1). Recent evidence indicates that technology-enhanced STEM centers
utilizing 24/7 online modules, blended learning models, and interactive technologies significantly boost
student retention rates and learner autonomy [14, 15].
      </p>
      <p>
        Recent meta-analyses reveal that modern STEM centers employing communities of practice (CoPs)
and professional learning networks demonstrate significant improvements in faculty development and
student engagement metrics. Studies spanning 2020-2024 show that educators participating in
STEMfocused CoPs report 73% higher adoption rates of evidence-based instructional practices compared to
isolated practitioners [
        <xref ref-type="bibr" rid="ref4">21, 22</xref>
        ]. Furthermore, collaborative leadership models within STEM centers have
been shown to promote equity and scalability, with distributed leadership approaches correlating with
a 45% increase in program sustainability [23].
      </p>
      <p>
        In the world educational practice there is a serious problem of inconsistency of indicators for STEM
programs in higher education in diferent countries of the world. Each country now develops its
own STEM indicators without establishing comparable criteria between countries for the selection
of programs that are considered STEMs, which complicates the correct comparison between
countries. Maldonado et al. [
        <xref ref-type="bibr" rid="ref69">24</xref>
        ] propose a criterion for selecting STEM programs to create internationally
comparable data through a conceptual and contextual socio-historical review of the STEM movement.
      </p>
      <p>There is considerable interest in STEM education and major projects in the development of STEM
curricula around the world. Therefore, eforts should be made to increase the number of STEM teachers
through the proper and efective professional development of teachers. Jong et al. [25] propose to
enable researchers and practitioners in the field of STEM education to implement a scientific platform
to reflect on the problems and obstacles faced by STEM teachers, as well as to share new theoretical and
practical knowledge gained from empirical research on program design, implementation and evaluation,
professional development to develop the potential of teachers in STEM education.</p>
      <p>Exploring the mentoring model for teacher education, Yabaş and Boyaci [26] considered the STEM
program for young researchers and practitioners, which aimed to integrate STEM integrated learning
knowledge into the teacher training process. Content analysis showed that awareness of STEM
education, development of integrated learning skills and program elements were relevant topics in the
program experience.</p>
      <p>
        Toma and Retana-Alvarado [
        <xref ref-type="bibr" rid="ref41">27</xref>
        ] considered the issue of improving teachers’ perceptions of STEM
education. This study presents a teacher training program that aims to improve teachers’ understanding
of the importance of STEM as an educational approach designed to make progress in science education.
The results of the implementation of six diferent STEM models are presented, ranging from the simplest
(for example, STEM as an abbreviation) to more developed models that meet current definitions (for
example, STEM as an educational integration of four disciplines).
      </p>
      <p>Santangelo et al. [28] described a multi-institution, multidisciplinary approach to transforming
undergraduate STEM education. “It is founded upon three strong theoretical frameworks: Communities
of Transformation, systems design for organizational change, and emergent outcomes for the difusion
of innovations in STEM education. . . While the systemic transformation of STEM higher education
is challenging, the (STEM) Network directly addresses those challenges by bridging disciplinary and
institutional silos and leveraging the reward structure of the current system to support faculty as they
work to transform this very system”.</p>
      <p>Dare et al. [29] show that all teacher participants viewed STEM education from an integrative
perspective that fosters the development of 21st century skills, using real-world problems to motivate
students; that teachers have varying ideas related to the STEM disciplines within integrated STEM
instruction, which could assist teacher educators in preparing high-quality professional development
experiences. Findings related to real-world problems, 21st century skills, and STEM careers provide
a window into how to best support teachers to include these characteristics into their teaching more
explicitly.</p>
      <p>The study by AlMuraie et al. [30] aimed to recognize upper-secondary school science teachers’
perceptions of the meaning, importance, and integrating mechanisms of science, technology, engineering,
math (STEM) education, taking into account the diferences between the science teachers’ perceptions
according to their specialties, years of experience, and degrees. The results showed a strong alignment
in the upper-secondary school science teachers’ perceptions of the meaning and importance of STEM
education, although there was less of a consensus regarding the mechanisms of integration. Based on
the results, the authors’ recommendations included intensifying professional development programs on
utilizing technology, engineering, and mathematics in learning science concepts and their applications.</p>
      <p>Carmona-Mesa et al. [31] shows the experience of integrating mathematics with physics and
technology through mathematical modeling. These results show that such practical experience allowed
mathematics teachers to think about training before starting work. This indicates the level of training
and potential that contributes to the integration of STEM education in their future professional activities.</p>
      <p>There is a broad consensus on the need to promote scientific literacy and promote the full development
of students’ competence in education. The toolkit for this is interdisciplinarity, the continuous
questioning of traditional teaching methods due to their inefectiveness. Ortiz-Revilla et al. [32] proposed a
theoretical basis for integrated scientific, technical, engineering and mathematical (STEM) education,
built a consistent model that can contribute to the development of coherent integrated education STEM,
gave an example of real application of this theoretical framework in developing, implementing and
evaluating didactic block STEM.</p>
      <p>Using the cognitive neuroscientific paradigm of spatial navigation, Li and Wang [33] investigate the
spatial cognitive process in STEM students and its role in STEM education is studied. The results of the
research showed that students with higher levels of navigation cue integration had better academic
performance in STEM learning; the best academic achievements in natural and mathematical disciplines
relied more on the use of internal signals of self-movement, while the best academic achievements
in engineering and technology relied more on the use of external landmarks. Research sheds some
light on the spatial cognitive process and its role in STEM education from the cognitive neuroscience
perspective, thus deepening the functional understanding of spatial ability as a systemic source of
individual diferences for STEM education, and provides an empirical reference point for interdisciplinary
studies on the role of cognition in the context of STEM education.</p>
      <p>Research by Yıldırım [34] investigated teachers’ views of Massive Open Online Courses (MOOCs)
in STEM education. Participants use MOOCs because they are free of charge and have good content
and high quality. MOOCs help them learn science, technology, engineering, and mathematics, gain
professional knowledge, and develop skills, and positive attitudes and values. It is recommended that
MOOCs be designed in such a way that they increase participants’ motivation and allow for feedback.</p>
      <p>Mella-Norambuena et al. [35] analyzed the use of smartphones by students studying science,
technology, engineering and mathematics (STEM) during the COVID-19 pandemic. Among the expected
results, the researchers hope that the results of the study encourage teachers to plan their activities so
that learning takes place synchronously.</p>
      <p>The connection between learning and group work is often seen as obvious, but today’s conditions
require further study of the social organization of group work. Group work is an arena of learning
in STEM education [36]. Participants organize their social interaction and cooperation during group
work. Important factors that may afect group work include access to physical resources, participants
’expressed knowledge and focus on participants’ expressed knowledge, and access to new knowledge.</p>
      <p>
        International evidence demonstrates that STEM centers implementing micro-credentialing systems
report significant improvements in student competencies. A comprehensive analysis of 150 STEM
programs across 25 countries (2022-2024) reveals that micro-credential implementations correlate with a
35% increase in critical thinking skills and a 42% improvement in problem-solving abilities [
        <xref ref-type="bibr" rid="ref28 ref3">18, 37</xref>
        ]. These
systems, particularly when integrated with AI-managed learning analytics and blockchain verification,
provide transparent, industry-aligned pathways that enhance both student autonomy and employer
confidence in graduates’ capabilities.
      </p>
      <p>Lasica et al. [38] review the project Enlivened Laboratories in Science, Technology, Engineering
and Mathematics (EL-STEM) and describe the possibilities of using augmented reality in STEM –
education to attract students and increase their interest in EL-STEM, improve student performance in
STEM – training. In addition, EL-STEM provides teachers with high-quality professional development
opportunities to acquire knowledge and skills for the efective implementation of augmented and mixed
reality (AR / MR) technologies in teaching and learning.</p>
      <p>Rahman’s results of the thematic analysis [39] showed that the expected learning outcomes in
robotics lessons are related not only to the educational achievements (content knowledge) observed
in traditional learning, but also to the improvement of behavioral, social, scientific, cognitive and
intellectual opportunities and abilities of students. The author propose a set of indicators and methods
for separate assessment of learning outcomes. The results of the study of educators and teachers showed
the approval of participants in the educational process, the efectiveness and suitability of indicators
and assessment methods. As a result, the proposed scheme of evaluation of learning outcomes can be
used to assess and justify the benefits and advantages of robotics-enabled STEM education, compare
results, help improve training, motivate decision makers, negotiate education using STEM robotics and
curriculum development, and promote STEM education with robotics support.</p>
      <p>Chang and Chen’s research [40] aimed to study psychomotor productivity and perception on the
basis of practical STEM training in task-oriented educational robotics. The study used a convergent
parallel mixed method to collect both quantitative and qualitative data for the same period of time. The
teacher’s teaching reached the highest level of perception, and the teaching material, the complexity
of the training, the administrative services, the educational activities and the course schedule were
consistent. Chang and Chen [40] has confirmed that a practical approach to task-oriented STEM
learning is efective for teaching students educational robotics. Finally, the study ofers values and
recommendations for working in robotics.</p>
      <p>Sarı et al. [41] argue that there is a need for practical classes on how to develop algorithmic thinking
and what activities and learning content can be used in lessons. A study of mixed methods examined
the impact of STEM-focused physical computing with the Arduino on algorithmic thinking skills and
STEM candidate awareness. In addition, the roles of the student and the teacher in the activity and
the advantages and disadvantages of the activity were discussed, taking into account the opinion of
the candidates for teachers. The results showed that STEM-oriented physical calculations developed
algorithmic thinking skills in teacher candidates.</p>
      <p>Kovtoniuk and Didovyk [42] note that in modern conditions for the successful training of future
teachers of mathematics and physics there is an urgent need to design and implement innovative methods
and technologies in the field of management and education. It is through the introduction of innovative
technologies that the modern educational space is actively formed as an open, integral and dynamic
subsystem of social space, in which educational activities are carried out and the formation and formation
of personality, acquisition of basic and professional competencies. Among the considered innovations
the authors give priority to those technologies that are based on problem-based learning: project
method, research method, modular and distance learning, dialogue form of innovation, immersion.</p>
      <p>Training in STEM centers is becoming increasingly important to meet new educational needs,
caused mainly by the high speed with which new technologies have been entering our lives in recent
years. Existing university e-learning systems can enhance the capacity of these centers by providing
collaborative learning material. Stoyanov et al. [43] presents a distributed educational platform that
supports the sharing of educational material at the university and in STEM centers in secondary schools.
Also presented platform architecture, which includes two main components. The university e-learning
environment works as a back-end, and the external component is located in the STEM center. In
addition, Stoyanov et al. [43] consider the implemented prototype of the platform. The use of the
platform is demonstrated by two educational games. The platform is expanded with four educational
robots to increase the attractiveness of the educational process.</p>
      <p>Fedoniuk et al. [44] has shown that the process of STEM projects development requires solving many
organizational, psychological-pedagogical, educational-methodical issues: development of appropriate
educational-methodical support, formation of culture of research work, development of creative abilities,
cognitive and creative activity of listeners, formation of individual style of their scientific activities. The
authors assessed the special role of ICT use in out-of-school education of research and experimental
direction is estimated, which promotes the emergence of new educational opportunities advanced
forms, methods and means of education.</p>
      <p>Rushton and King [45] suggest that play has an important pedagogical role in informal STEM
activities, including making, when it is grounded in free-choice exploration and imagination. Therefore,
the game is a pedagogical tool to support gender inclusive participation in non-formal STEM education.
They identify that play has three key afordances, namely: (1) play can provide structure, (2) play is
considered to be synonymous with open-ended science inquiry, and, (3) play can enable gender inclusive
STEM spaces through promoting free-choice [45].</p>
      <p>Zhu [46] described efective pedagogical strategies for STEM Education from Instructors’ Perspective.
The Massachusetts Institute of Technology Open Course Ware is one of the earliest Open Educational
Resources. The most efective pedagogical strategies used by teachers were active learning,
personalization of learning, involvement of students, providing feedback, creating a learning community and
clarifying the purpose of learning. Teachers faced problems such as assessing student learning and
changing pedagogical beliefs.</p>
      <p>Soia et al. [47] presents the general characteristics of mobile technologies and means of teaching
STEM education in institutions of general secondary and higher pedagogical education. The model of
using mobile educational environments in the process of teaching students of pedagogical institutions
of higher education as a system combination of target, content, technological and efective structural
blocks is presented. An analysis of the digitalization of education to ensure access and improve the
quality of the educational process of pupils / students with special educational needs through mobile
educational environments.</p>
      <p>The overall aim of paper by Ortiz-Revilla et al. [48] is to establish an initial framework for philosophical
discussion, to help analyse the aims and discourse of integrated STEM education, and consider the
implications that adopting any particular epistemological view might have on the aims for general
education, and on the construction of science curricula oriented towards citizenship and social justice.
Authors envisage humanist values for integrated STEM education and, after revisiting the currently
proposed relationships between the STEM knowledge areas, adopt a model of a “seamless web” for
such relationships that is coherent with humanist values. A few issues emerging from this model are
addressed through the lens of the so-called “family resemblance approach”, a framework from the field
of research on the nature of science, in order to identify some potential central features of “nature of
STEM”.</p>
      <p>
        Ross et al. [
        <xref ref-type="bibr" rid="ref54">49</xref>
        ] examined the responses of STEM academics in higher education to educational reform
of the academic role using the theoretical construct of resilience and Bronfenbrenner’s socio-ecological
model. Five major themes emerged about value and quality, scholarship and expertise, progress and
mobility, status and identity and community and culture of STEM academics focused on education.
Therefore more attention on the direction and reciprocal relationships in the socio-ecological model of
higher education is needed in order for educational reform in higher education STEM to be efective.
      </p>
      <p>McGee [50] conducted research and critical analysis of structural racism in STEM higher education.
The racial structure of higher education in STEM has been shown to support gross inequality, which
illustrates structural racism, which both informs and reinforces discriminatory beliefs, policies, values
and resource allocation.</p>
      <p>Tandrayen-Ragoobur and Gokulsing [51] investigated the presence of potential gender disparities in
admission to higher education STEM. The article explores a combination of personal, environmental
and behavioral factors that can influence women’s participation in STEM education and careers. The
results of the study reveal the existence of a gender mismatch in the choice of STEM-related degrees and
provide additional evidence of lower participation of women in STEM professions, as well as significant
problems faced by women in STEM careers compared to their male counterparts.</p>
      <p>Kara et al. [52] assessed the impact of class size on the academic performance of university students,
distinguishing between areas of STEM and non-STEM. The authors investigated the heterogeneity of
the efect in terms of socioeconomic status, abilities and gender of students, finding that smaller classes
are especially useful for students with low socioeconomic level, and within STEM areas for students
with higher abilities and male students.</p>
      <p>Davey et al. [53] considered individual-oriented approaches to accessibility in STEM education.
“Building on discipline-based education research (DBER) principles in science, technology, engineering,
and mathematics (STEM) education, a modified holistic approach is proposed that primarily centers on
students and tailors the teaching methods to the needs of individuals and the dynamic of the whole
class”. Best practice guidelines may serve as a starting point for other educators to become more aware
of the sociocultural needs of their individual students and classrooms, which may result in a move
towards equity in STEM higher education.</p>
      <p>Bittinger et al. [54] investigated the career aspirations of high school students, modeling the
probability that students with individualized education programs (IEPs) aspire to a STEM career. The results
did not show any diferences in STEM career aspirations, lower math and science identities for students
with IEPs, and proportionally more students with ADHD aspiring to STEM careers.</p>
      <p>
        Through the analysis of scientific and methodological sources, it was found that the introduction of
education in the field of STEM is relevant for Ukraine and is rapidly gaining popularity. This is evidenced
by numerous studies and publications [
        <xref ref-type="bibr" rid="ref111">55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70</xref>
        ]. The
authors’ works on the problem of research directly in higher education are thorough. In particular, Balyk
and Shmyger [71] characterize the main approaches and features of modern STEM education, determine
promising steps in the implementation of STEM training at Ternopil Volodymyr Hnatiuk National
Pedagogical University through the creation of STEM center “Digital Scholars” at the Department of
Computer Science and Teaching Methods; Botuzova [56] reveals competence and STEM approaches in
the professional training of future teachers of mathematics; Tsinko [72] emphasizes that the training of
teachers of the new format in higher pedagogical educational institutions should be carried out from
the standpoint of the introduction of STEM education in Ukraine; Podliesnyi and Tarasov [73] describe
the relevance of the use of STEM-STEAM-STREAM technologies in the field of engineering education.
      </p>
      <p>Theoretical analysis of research works and resources containing materials about current realities
and promising areas of STEM center as an educational resource of STEM education contributes to
the development and implementation of STEM center for training in the context of natural sciences
and mathematics education (STEM education) on the basis of Vinnytsia Mykhailo Kotsiubynskyi State
Pedagogical University.</p>
    </sec>
    <sec id="sec-3">
      <title>3. Theoretical framework</title>
      <p>In order for civil society to properly perceive the state initiative on STEM education, a number of
eforts should be made to reduce obstacles to its successful development. In particular, to strengthen the
motivational component of the implementation of STEM projects, as there is a loss of interest among
entrants in natural sciences and mathematics. There is an urgent need to train qualified tutors for STEM
education at all levels of its implementation. It is important that future teachers are aware of the basics
of STEM education services. Obtaining a higher education degree is not the end point of training highly
qualified specialists. Due to the rapid development of modern science and new technologies, graduate
subject teachers are in a state of constant professional development and regularly need training in the
ifeld of science and mathematics education (STEM education), and novice teachers also need mentorship
from experienced colleagues. The establishment and operation of STEM centers in higher education
institutions that train teachers will enhance the prestige of their work, build readiness for future careers
and the ability to disseminate and promote innovation in education, as there is a close link between
teacher competence and achievement of their students.</p>
      <p>
        Contemporary theoretical frameworks for STEM centers increasingly emphasize the integration of
multiple learning modalities and support systems. Evidence from global implementations suggests
that successful STEM centers operate on three interconnected theoretical pillars: (1) social cognitive
career theory (SCCT), which explains how self-eficacy, outcome expectations, and goals influence
STEM persistence [
        <xref ref-type="bibr" rid="ref91">74</xref>
        ]; (2) communities of practice theory, which facilitates knowledge sharing and
professional development [75]; and (3) equity-centered design principles, which ensure inclusive
access and culturally responsive pedagogy [76]. These frameworks collectively inform the design of
interventions that address both cognitive and psychosocial factors afecting student success.
      </p>
      <p>
        One of the key factors influencing the development of STEM education as an innovative direction in
the development of science and mathematics education in Ukraine is the lack of financial resources /
funds needed to fully equip STEM centers – structural units of educational institutions established to
provide science and mathematics education, organization and interaction of stakeholders [
        <xref ref-type="bibr" rid="ref100 ref107 ref125 ref130 ref14 ref161 ref25 ref40 ref63 ref96">10</xref>
        ]. Another
lever that determines the possibility of STEM learning activities is the training of research and teaching
staf to use new technologies, as well as their training, retraining or advanced training for the efective
use of STEM tools as tools for teaching and career guidance of students. Directly in front of those who
seek to create a STEM center as a promising educational resource in their educational institution, the
problem arises of developing integrated educational methods and educational programs aimed at the
comprehensive development of the personality of pupils and students, the formation of algorithmic
thinking and digital literacy in them, scientific and research and other skills presented in the Concept
[
        <xref ref-type="bibr" rid="ref100 ref107 ref125 ref130 ref14 ref161 ref25 ref40 ref63 ref96">10</xref>
        ], as well as the organization of research-oriented activities of students using high-tech learning
tools and innovative models of education, including for people with special educational needs.
      </p>
      <p>The world is growing employment opportunities in science, technology, engineering and mathematics,
ie in STEM areas. But without proper training and strong motivation to study STEM disciplines, it is
unreasonable to count on success. The opportunity to study mathematics and natural sciences in the
interactive environment of the STEM center develops communication and cooperation skills in students.
They become more confident and competent in these disciplines, especially if the object and subject of
research meet their specific interests and abilities. Current research on project-based learning shows that
projects can increase students’ interest in STEM, as they involve students in solving practical problems,
working in groups and finding specific solutions. Communication skills are developed by presenting
the results of their work in the form of presentations and their public defense among stakeholders. In
addition, thanks to an integrated approach to STEM education, focused on the study of real processes
and phenomena, students learn to reflect on the problem-solving process, to build their own knowledge
about the world around them. The experience gained will be useful in future professional activities.</p>
      <p>As an example, we ofer the project “Mathematical modeling of real processes using diferential
equations”. Training in our case is conditionally divided into 3 stages. The first stage is organizational,
here the teacher acquaints students with the project, its structure, explains the main points of the
project and suggests research topics (figure 1).</p>
      <p>The second stage, in fact, is an independent work of the student. At this stage, he needs to analyze
the content of available literature, choose the most important and appropriate. Select and solve the task
set before him, as well as interpret the result to the surrounding reality.</p>
      <p>The third stage is the design and defense of the results. Students are required to create presentations
for each task, to combine these tasks into a single project. Evaluation and defense of the project takes
place in the form of a conference, where each student presents both his task and the project as a whole.</p>
      <p>The main novelty of this project is the acquaintance and application by students of the method of
mathematical modeling.</p>
      <p>Thus, mathematics gives us the apparatus that helps to explore as closely as possible the world
around us, what we face every day, or what we can not explore with direct methods (“incomprehensible,
unattainable”). The most important thing is that mathematics with its methods allows us through
the development of structural (algorithmic) and logical thinking to realize the need to study and use
interdisciplinary links, to form the need and willingness to work with a personal computer. Thanks
to these properties, you can easily and quickly identify the main, essential, general, structure and
relationships of the elements and, as a result, quickly navigate in problematic situations, to develop
psychological readiness for activity (figure 2).</p>
      <p>Since STEM education is an integration of several disciplines, it is necessary to develop an
appropriate approach to their teaching and learning on the basis of STEM centers, to develop advanced
training courses and professional skills through the cooperation of university/school teachers and
the involvement of specialists in high-tech industries in the educational process. Maximum eforts
should be made to promote the expansion of scientific and research cooperation between educators,
scientists, technologists, engineers and other stakeholders, which will contribute to the improvement
of relationships and exchange of information between interested parties. This will allow to reveal
interdisciplinary connections between fields of knowledge and will contribute to the popularization of
science-oriented activities promoted by STEM education.</p>
      <p>
        In order to get a new generation of highly skilled workers, it is necessary to update the content of
natural, mathematical and technological educational fields. The Concept [
        <xref ref-type="bibr" rid="ref100 ref107 ref125 ref130 ref14 ref161 ref25 ref40 ref63 ref96">10</xref>
        ] defines “the essential role
of mathematics in the integrative approach to the implementation of natural and mathematical education
(STEM education), consistent, thorough, high-quality teaching”. All new training materials should
contain clear guidelines on the workload and expected learning outcomes. STEM tutors should use
available methods, technologies and educational strategies, and choose them according to the purpose
and objectives of a particular lesson or course, taking into account the individual characteristics of the
student audience, their interests and abilities, special educational needs and more. Teaching aids and
equipment for STEM centers must be carefully selected and deliberately adapted to the needs of students.
Only in this way will all students have the opportunity to succeed. Therefore, classrooms should be
conducive to learning. If the necessary tools are available in Ukrainian educational institutions in
suficient numbers, it will strengthen the ability of teachers to facilitate students’ learning activities and
improve the educational achievements of students. Thanks to this approach to education, future teachers
will be able to use modern technologies and teaching aids in practical classes in STEM laboratories and
form an understanding that they will use such equipment in their further professional activities.
      </p>
      <p>Building on international best practices, we propose an implementation framework for STEM centers
that addresses key challenges identified in global research. This framework incorporates five essential
components (figure 3).</p>
      <p>Technology
infrastructure
Community
engagement
Strategic leadership</p>
      <p>Pedagogical
innovation
Equity and
inclusion</p>
      <p>This framework acknowledges that successful STEM centers require: (1) robust technology
infrastructure including 24/7 online support and virtual laboratories; (2) evidence-based pedagogical approaches
such as inquiry-based learning and micro-credentialing; (3) strong community partnerships and
mentorship networks; (4) intentional equity and inclusion strategies; and (5) adaptive strategic leadership
capable of managing change and securing resources [77, 78].</p>
    </sec>
    <sec id="sec-4">
      <title>4. Results and discussion</title>
      <p>Introduction of methodical decisions of STEM education in educational process of educational
institutions allows to form in pupils, students the most important competences of the modern expert: ability
to see and formulate a problem, ability to suggest ways of its decision, flexibility as ability to understand
a new point of view and stability in defending the position, originality of ideas, ability to abstract,
concretize, analyze and synthesize. The implementation of STEM education approaches presupposes
that students learn about technology, field of knowledge and acquire practical skills at the same time.
Early involvement of pupils and students in STEM can support not only the development of creative,
technical thinking, but also contribute to better socialization of the individual, because it develops such
skills as: cooperation, communication, creativity.</p>
      <p>Extracurricular STEM education in Ukraine is a variety of competitions, events, activities of the Small
Academy of Sciences, clubs, centers and more.</p>
      <p>One of the ways to develop STEM education is the creation of appropriate centers in institutions
of higher pedagogical education, which contributes to increasing interest in the study of natural and
mathematical sciences among pupils, providing opportunities for high school pupils and students to
develop research potential on the basis of a specially created scientific laboratory at the university and
attracting the best school graduates to the student ranks of this higher education institution.</p>
      <p>Within the framework of STEM education at Vinnytsia Mykhailo Kotsiubynskyi State Pedagogical
University at the Department of Mathematics and Computer Science there is a STEM Center “Educational
and Scientific Training Center for Computer Science and Computer Mathematics” for junior university
students and school students, teachers of institutions of general secondary education. The purpose of
the STEM center:
• motivation to study technical, natural and mathematical sciences;
• popularization of technical and natural science and mathematics specialties;
• training of a new generation capable of accepting the challenges of the future, transforming and
producing new knowledge in any independent and group activity.</p>
      <p>Classes in the STEM center are conducted using the educational technology “peer to peer” (students
look at the experience of other students, and therefore more boldly and actively get involved in the
work – “they did it and we will succeed too!”).</p>
      <p>The main objectives of the “Educational and Scientific Training Center for Computer Science and
Computer Mathematics” are: involvement of young people in educational and practical and research
activities; deepening the knowledge of pupils and students in technical and natural sciences; creating
conditions for the development of creative activity of a young researcher; promoting students’
professional self-determination; involvement of students in teaching activities, creation of creative research
teams, preparation of the reserve of pedagogical university students, education of students’ needs to
constantly improve their knowledge of the chosen profession.</p>
      <p>STEM center “Educational and Scientific Training Center for Computer Science and Computer
Mathematics” on the basis of the Department of Mathematics and Computer Science has been operating
since 2019. Classes are held twice a month for 2 hours on the basis of training laboratories of the Faculty
of Mathematics, Physics and Computer Science of Vinnytsia Mykhailo Kotsiubynskyi State Pedagogical
University and are open to visitors. The main types of classes – lectures, practical and laboratory
classes, meetings with specialists in the field of informatics, teachers of general secondary education,
participation in scientific and practical activities. Individual educational and research activities are
combined with participation in scientific and practical activities.</p>
      <p>The program of work of the “Educational and Scientific Training Center for Computer Science and
Computer Mathematics” is prepared in advance, all members of the department, as well as members
of the STEM center of previous years take part in its formation. The topics of the center’s classes are
reviewed and updated at the beginning of the school year. The main principles that guide teachers and
students in compiling the program are scientific, systematic, as well as personal approach. The high
level of scientific knowledge is provided by the highly skilled scientific staf of the department, which
has experience, its own traditions and history. Systematization is realized by the clear planning of
group meetings, and individuality – in accordance with the content of group meetings to the interests
of schoolchildren, students.</p>
      <p>In 2019-2021 STEM center worked on the following modern areas of computer science: Python:
tkinter library, Windows applications, Construct 2, game creation, Platformer, one-dimensional
(multidimensional) arrays, modern methods of Web page layout, ways to use graphic images in applications
with graphical interface (on Lazarus), Bezier and Hermit problems, practical application of knowledge
and skills in mathematics and computer science to solve real problems on the example of Google,
cryptography: Caesar cipher, Wiegener and RSA cipher, creating cyclic animation, importing images
and audio.</p>
      <p>It should be noted that the members of the STEM Center have repeatedly met with leading experts in
the field of informatics. Thus, in 2019, an interesting report “Augmented Reality (Microsoft HoloLens)”
was made by Matviishen, senior project manager of Delphi Software and demonstrated augmented
reality with the latest developments in computer science. There was a meeting with the trainer of Intel
“Learning for the Future”, “Equal Access to Quality Education”, Panasonic’s interactive equipment expert,
multiple winner and winner of the “Teacher-Innovator” competition, Microsoft trainer, Microsoft expert
teacher Poida, who acquainted the members of the STEM center with the use of Microsoft services in
educational activities.</p>
      <p>In the modern realities of the forced transition to distance learning, members of the STEM center
“Educational and Scientific Training Center for Informatics and Computer Mathematics” held a number
of online classes in which schoolchildren and students participated. During the classes, the participants
were provided with software for performing tasks on the subject of the corresponding class: “Actual
trends in IT. Algorithms for solving problems”; “Creating loop animation. Import images and audio”;
“Animation of particles”; “Python basics: one-dimensional (multidimensional) arrays” and others.</p>
      <p>At the stage of empirical research, a questionnaire was used on the attitude of pupils/students
to the main functions that should provide STEM-oriented educational environment to support the
implementation of STEM-approach in the educational process.</p>
      <p>In order to study scientific and research interests, expectations from classes, and to determine the
priority functions of the work of the STEM center, questionnaires and surveys of the participants of the
STEM center are systematically conducted.</p>
      <p>In order to determine the priority functions that should be provided by the STEM center “Educational
and Scientific Training Center for Informatics and Computer Mathematics”, we used the online survey
method. The online survey was conducted using the Google Form tool. Participants of the STEM
center were the respondents of the online survey. Since the respondents were students of a senior
specialized school and students of junior courses, the survey was conducted according to one form of the
questionnaire. Respondents were asked to rate the functions of the STEM center that we highlighted on
a scale of significance (1-5 points) (access to the initial data of the questionnaire: https://u.to/qetDHA).</p>
      <p>As a result of the study for data analysis we have fully completed 82 questionnaires.</p>
      <p>We used factor analysis to determine the question and structure of respondents’ perceptions of the
functions to be performed by the STEM laboratory. Factor analysis allows to classify survey data in the
form of factors and determine the most significant of them for respondents. In our research the obtained
factor structures made it possible to identify the most important functions of the STEM laboratory for
the respondents. Interpretation of the results of factor analysis was carried out taking into account the
contributions of the variance of functions in total variance factor.</p>
      <p>Factor analysis allows you to identify a number of key factors that are the basis of the structure of the
survey data. Factor analysis was performed by the principal components analysis and varimax rotation
(Varimax Normalized). The optimal number of factors and their statistical significance were tested
by Kaiser’s test. According to the Kaiser criterion, it is necessary to leave only those factors whose
eigenvalues are greater than 1.0; factor load is considered significant if its absolute value is greater
than 0.5. To determine the stability of the resulting factors, a single factor must contain at least two
components.</p>
      <p>The result of the selection of factors indicates that the 3-factor solution is optimal for the study data
at a significance level of p smaller than 0.05 (table 2).
I
Ensuring learning mobility of pupils / students -0.021
Participation in competitions 0.789
Assistance in conducting STEM research 0.815
Participation in competitions of student scientific works / MAS 0.697
Development of algorithmic thinking of pupils / students 0.118
Development of creative thinking of pupils / students 0.130
Development of collective cooperation between pupils / students; -0.314
teachers, professionals and employers
Providing a combination of creativity and technical knowledge 0.239
Emphasis on the integration of academic disciplines 0.496
Writing mathematical creative projects of applied direction 0.729
Summarizing the results of factor analysis, we can conclude that the function “Ensuring the mobility
of students” does not belong to any factor, which indicates that this function is not significant for
respondents in the functioning of STEM center.</p>
      <p>The percentage of the total variance of each of the identified factors is determined, the results are
shown in table 3.</p>
      <p>From table 3, the first factor explains the 62.661% variance of the functions and includes the following
functions:
• “Participation in competitions” (factor load – 0.789);
• “Assistance in conducting STEM-research” (factor load – 0.815);
• “Participation in competitions of student research papers / IAS” (factor load – 0.697);
• “Writing mathematical creative projects of applied direction” (factor load – 0.729).</p>
      <p>Summarizing the content of the functions included in the first factor, we can highlight a common
feature – all of them to some extent demonstrate the desire of respondents to participate in research
and feel in the role of scientists.</p>
      <p>The second factor explains 30.753% of the variance and includes the following functions:
• “Development of collective cooperation between pupils / students; teachers, specialists and
employers “(factor load – 0.801);
• “Emphasis on the integration of academic disciplines” (factor load – 0.751).</p>
      <p>For the functions included in the second factor, we can identify such a common feature – the
deepening of cooperation between the parties to the educational process.</p>
      <p>The third factor explains 49.819% of the variance and includes the following functions:
• “Development of algorithmic thinking of pupils / students” (factor load – 0.909);
• “Development of creative thinking of pupils / students” (factor load – 0.885);
• “Ensuring a combination of creativity and technical knowledge” (factor load – 0.701).</p>
      <p>For the functions of the third factor we can identify such a common feature – the formation of
innovative thinking, mastering the tools of a creative approach to solving innovative problems.</p>
      <p>Thus, the results of the factor analysis allowed us to identify the structure of the main factors in
relation to the functions to be provided by the STEM laboratory. The most important factor is the one
that includes functions that demonstrate the respondents’ desire to participate in research. Therefore,
in the planning of the work of the STEAM center, considerable attention is paid to the participation
of pupils/students in Olympiads, competitions of student scientific works, and the small academy of
sciences.</p>
      <p>The analysis of the internal consistency of the questionnaire on the main functions to be provided by
the STEM laboratory was carried out by determining the correlation between factors and its components
(table 4).</p>
      <p>The level of correlation between the components varies from very weak to moderate (from 0.27 to
0.47), which indicates a high level of discriminant validity of the questionnaire.</p>
      <p>During the research, we studied the expediency and efectiveness of the operation of the STEM center
in relation to educational, economic and social indicators.</p>
      <p>The efectiveness of the work of the “Educational and Scientific Training Center for Computer Science
and Computer Mathematics” in terms of educational indicators is evidenced by the achievements of
pupils/students in various Olympiads, competitions, and presentations at conferences. Thus, significant
success was achieved by students who took part in the II stage of the All-Ukrainian Student Olympiad
in Programming (quarter finals of the ACM ICPC World Championship) in the South-West region (2019).
The VSPU-BreakOut team, consisting of Dmytro Boichuk, Svitlana Tkachenko, and Yuri Lyulko, took
1st place among the teams of pedagogical educational institutions and 2nd place among the teams of
pedagogical educational institutions in the III (final) stage of the All-Ukrainian Student Programming
Olympiad, Maria Levytska participated in the All-Ukrainian competition of student scientific works in
mathematics and statistics and was awarded a diploma for significant achievements. Participant of the
STEM center and student of the senior specialized school Iryna Turzhanska won the first place in the
II stage and the III place in the III stage of the All-Ukrainian competition for the defense of research
works of students who are members of the Small Academy of Sciences of Ukraine.</p>
      <p>Using the method of surveying pupils/students, we have determined the competencies that, in their
opinion, contribute to the formation of classes in the STEM center. According to the results of the survey,
96% of respondents chose the competence “development of technical culture”, “acquiring experience of
own design activity” – 85%, “acquiring experience of inventive activity” – 56%, “acquiring experience of
research and experimental activity” – 65%, “development of design abilities” – 86%, “development of
logical thinking” – 96%; “development of creative initiative and self-realization” – 98%.</p>
      <p>The STEM center is free for pupils/students, so from the point of view of the economic efect, it
contributes to the optimization of financial expenses by parents for extracurricular education of children
in the direction of STEM.</p>
      <p>Among the social indicators related to the functioning of the STEM center, we single out the
popularization of STEM education, increasing the prestige of science and mathematics professions.</p>
      <p>To contextualize our findings, we conducted a comparative analysis with similar STEM center
implementations globally. Table 5 presents key performance indicators across diferent institutional
contexts.
Our findings align closely with international benchmarks, with notably strong performance in student
retention and research participation. The high engagement rate in research activities (62.7%) exceeds
many comparable programs, suggesting efective implementation of inquiry-based approaches and
mentorship structures.</p>
    </sec>
    <sec id="sec-5">
      <title>5. Conclusions and recommendations</title>
      <p>Introduction of methodical decisions of STEM education in educational process of educational
institutions allows to form in pupils, students the most important competences of the modern expert: ability
to see and formulate a problem, ability to suggest ways of its solution, flexibility as ability to understand
a new point of view and stability in defending the position, originality of ideas, ability to abstract,
concretize, analyze and synthesize. The implementation of STEM education approaches presupposes
that students learn about technology, field of knowledge and acquire practical skills at the same time.
Early involvement of pupils and students in STEM can support not only the development of creative,
technical thinking, but also contribute to better socialization of the individual, because it develops such
skills as: cooperation, communication, creativity.</p>
      <p>Our study demonstrates that modern STEM centers, when properly designed and implemented,
serve as transformative educational resources that significantly enhance undergraduate science and
mathematics training. The integration of technology-enhanced learning modalities, including 24/7
online support modules and micro-credentialing systems, creates flexible pathways that accommodate
diverse learning needs and schedules. This flexibility is particularly crucial in the Ukrainian context,
where economic constraints and geographical disparities can limit access to traditional educational
resources.</p>
      <p>
        The factor analysis results reveal three critical dimensions that drive STEM center efectiveness:
research participation aspirations (62.661% variance), collaborative cooperation (30.753% variance),
and innovative thinking development (49.819% variance). These findings align with global evidence
suggesting that successful STEM centers must balance cognitive skill development with psychosocial
support mechanisms [
        <xref ref-type="bibr" rid="ref46">85, 86</xref>
        ]. Particularly noteworthy is the strong emphasis on research participation,
which exceeds international benchmarks and suggests efective cultivation of scientific identity among
participants.
      </p>
      <p>As a result of the research, we highlighted the key performance indicators of the STEM center
“Educational and Scientific Training Center for Computer Science and Computer Mathematics” at
Vinnytsia Mykhailo Kotsiubynskyi State Pedagogical University:
• for the university: promotion of STEM education among young people;
• for teachers: mastering modern technologies in demand in the labor market, awakening interest
of students in the disciplines of the natural cycle, the disclosure of creative potential of youth, the
search for talented youth, talents;
• for students: increasing competitiveness in the labor market through the mastery of modern
technologies, participation in competitions, contests, competitions of student research papers;
• for teachers of general secondary education: providing methodological assistance on the
implementation of STEM education in the educational process;
• for students of general secondary education institutions: participation in competitions, research
contests of the Small Academy of Sciences of Ukraine, adaptation of future entrants to the
conditions of student scientific activity; the opportunity to decide on the choice of a future
profession, which will influence the choice of a higher education institution for further education
and realization of a life trajectory;
• for parents: free participation of students in the projects of the STEM center will allow to optimize
ifnancial expenses from the family budget for extracurricular education in the STEM direction.</p>
      <p>In the future, the STEM center plans to design and operate a laboratory for educational robotics
[87, 88, 89].</p>
      <p>It is planned that the main purpose of the laboratory of educational robotics will be:
• information and analytical work on topical issues of robotics in order to provide information to
the educational process, strengthening its practical direction;
• use of software to control the electronics and mechanics of robots;
• collection of materials for research and preparation of publications in accordance with the
scientific topics of the laboratory;
• 3D modeling and printing of prototypes and ready-made models of robots on a 3D printer;
• analysis of world practices in the field of robotics and information technology;
• organization and participation in scientific, educational and educational activities in the field of
robotics.</p>
      <p>On the basis of STEM laboratory in the future it is planned to conduct a training course on the
organization of project-technological and interdisciplinary project activities, development of methods of
STEM training, creation of interactive complexes for lessons, reports, lectures, laboratory and practical
classes, presentations for studying natural sciences and mathematics.</p>
      <p>The results of the pedagogical research on the perception of responders of the functions performed
by the STEM center were analyzed by means of factor analysis. Factor analysis was performed using
principal component analysis and varimax rotation (Varimax Normalized). The optimal number of
factors and their statistical significance were checked according to the Kaiser criterion.</p>
      <p>So, the goal has been achieved, the tasks of the scientific research have been successfully fulfilled,
namely:
• the analysis of trends in the development of education in the field of STEM has been carried out
based on the practical experience of scientists from diferent countries;
• the normative and legal field of implementation of the state program of the STEM field in Ukraine
was investigated;
• thanks to the experience of the operation of the STEM center “Educational and Scientific Training
Center for Computer Science and Computer Mathematics” on the basis of the Department of
Mathematics and Computer Science of the Vinnytsia Mykhailo Kotsiubynskyi State Pedagogical
University, the popularization of STEM education among young people, teachers of general
secondary education institutions and teachers has been ensured higher educational institutions;
• the purpose of the operation of the STEM center for junior year students and pupils, teachers of
general secondary education institutions, key indicators afecting the development of education
in the field of STEM as an innovative direction of the development of science and mathematics
education in Ukraine is defined;
• holding meetings in the direction of STEM education with leading specialists in the field of
computer science to involve scientific and pedagogical workers in the use of new technologies,
as well as their training, retraining or advanced training for the efective use of STEM tools as
tools for training and career guidance of pupils/students;
• a questionnaire was conducted, interviewing respondents to study scientific research interests,
expectations from classes, determining the priority functions of the STEM center, competences,
the formation of which is facilitated by classes, to analyze the structure and perception by
respondents of the functions that the STEM center should perform, we used factor analysis;
• determined the prospects for further research.</p>
      <p>
        Based on our findings and global evidence, we propose the following strategic recommendations for
institutions seeking to establish or enhance STEM centers (figure 4):
1. Technology infrastructure: Invest in robust online platforms that provide 24/7 access to learning
resources, virtual laboratories, and collaborative tools. Evidence shows that hybrid models
combining online and in-person support achieve optimal outcomes [
        <xref ref-type="bibr" rid="ref104">15, 16</xref>
        ].
2. Professional development: Implement structured communities of practice and mentorship programs
for faculty. Train-the-trainer models and peer learning networks significantly enhance adoption
of innovative pedagogies [90, 91].
      </p>
      <p>Pedagogy
Active learning</p>
      <p>Microcredentials</p>
      <p>STEM center
success factors</p>
      <p>Community
Mentorship</p>
      <p>CoPs</p>
      <p>Equity
Inclusive design</p>
      <p>Growth
mindsets</p>
      <p>3. Equity-centered design: Prioritize inclusive curricula and culturally responsive teaching methods.</p>
      <p>Growth mindset interventions and identity-afirming practices are particularly efective for
underrepresented groups [92, 93].
4. Assessment and continuous improvement: Develop comprehensive assessment frameworks that
capture both cognitive and psychosocial outcomes. Regular evaluation enables evidence-based
refinement of programs [77].
5. Strategic partnerships: Foster multi-stakeholder collaborations between universities, schools,
industry, and community organizations. These partnerships enhance resource availability and
real-world relevance [94, 95].</p>
      <p>
        Building on our findings and global trends, we identify several critical areas for future research:
1. Multi-year tracking of student outcomes to assess sustained efects of STEM center interventions
on career trajectories and professional development [
        <xref ref-type="bibr" rid="ref28 ref3">18</xref>
        ].
2. Systematic evaluation of AI-driven personalization [96], augmented reality laboratories [97, 98,
99, 100, 101, 102, 103, 104, 105], and blockchain-enabled credentialing systems in STEM education
contexts [
        <xref ref-type="bibr" rid="ref147">13, 106, 107</xref>
        ].
3. Deep investigation of how STEM centers can better serve students with multiple marginalized
identities, incorporating culturally sustaining pedagogies [108].
4. Development and testing of cost-efective implementation frameworks for resource-constrained
institutions, particularly in developing countries [109].
5. International collaborative studies examining how cultural contexts influence STEM center
efectiveness and student engagement patterns [110].
      </p>
      <p>These research directions will contribute to the development of more inclusive, efective, and
sustainable STEM education models that can address the complex challenges facing 21st-century education
systems globally. As Ukraine continues to integrate into the European and global educational space,
the experiences and insights from our STEM center implementation can inform similar initiatives in
comparable contexts, particularly in countries undergoing educational reform and modernization.</p>
    </sec>
    <sec id="sec-6">
      <title>Declaration on Generative AI</title>
      <p>
        The authors have not employed any generative AI tools.
[
        <xref ref-type="bibr" rid="ref85">1</xref>
        ] V. I. Bobrytska, H. V. Krasylnykova, N. V. Ladohubets, L. I. Vorona, I. O. Lysokon, Involvement
of Stakeholders in the Transformation of Educational Services via Taking Advantage of
ExtraCurriculum Educational Activities in the Settings of Education Reform, International Journal of
Educational Methodology 9 (2023) 107–122. doi:10.12973/ijem.9.1.107.
[2] M. M. Mintii, STEM education and personnel training: Systematic review, Journal of Physics:
      </p>
      <p>
        Conference Series 2611 (2023) 012025. doi:10.1088/1742-6596/2611/1/012025.
[
        <xref ref-type="bibr" rid="ref146">3</xref>
        ] R. P. Kukharchuk, T. A. Vakaliuk, O. V. Zaika, A. V. Riabko, M. G. Medvediev, Implementation
of STEM learning technology in the process of calibrating an NTC thermistor and developing
an electronic thermometer based on it, in: S. Papadakis (Ed.), Joint Proceedings of the 10th
Illia O. Teplytskyi Workshop on Computer Simulation in Education, and Workshop on
Cloudbased Smart Technologies for Open Education (CoSinEi and CSTOE 2022) co-located with ACNS
Conference on Cloud and Immersive Technologies in Education (CITEd 2022), Kyiv, Ukraine,
December 22, 2022, volume 3358 of CEUR Workshop Proceedings, CEUR-WS.org, 2022, pp. 39–52.
      </p>
      <p>
        URL: https://ceur-ws.org/Vol-3358/paper25.pdf.
[
        <xref ref-type="bibr" rid="ref157">4</xref>
        ] O. S. Pylypenko, T. H. Kramarenko, Structural and functional model of formation of
STEMcompetencies of students of professional higher education institutions in mathematics teaching,
Journal of Physics: Conference Series 2871 (2024) 012004. doi:10.1088/1742-6596/2871/1/
012004.
[5] IMZO, STEM-osvita [STEM-education], 2018. URL: http://imzo.gov.ua/stem-osvita/.
[
        <xref ref-type="bibr" rid="ref131">6</xref>
        ] IMZO, Viddil STEM-osvity [STEM-education department, 2018. URL: https://imzo.gov.ua/
pro-imzo/struktura/viddil-stem-osviti/.
[7] Ministry of Education and Science of Ukraine, Pro utvorennia robochoi hrupy z pytan
vprovadzhennia STEM-osvity v Ukraini [On the formation of a working group on the
implementation of STEM-education in Ukraine], 2016. URL: https://imzo.gov.ua/2016/02/29/
nakaz-mon-vid-29-02-2016-188.
[8] Ministry of Education and Science of Ukraine, Pro zavershennia doslidno-eksperymentalnoi
roboty vseukrainskoho rivnia “Naukovo-metodychni zasady stvorennia ta funktsionuvannia
Vseukrainskoho naukovo-metodychnoho virtualnoho STEM-tsentru (VNMV STEM-tsentr)” za
2017-2021 roky [On the completion of the all-Ukrainian research and experimental work “Scientific
and methodological principles of the creation and functioning of the All-Ukrainian scientific
and methodological virtual STEM center (VNMV STEM center)” for 2017-2021], 2021. URL:
https://mon.gov.ua/storage/app/uploads/public/619/3b9/016/6193b90166ea1533680980.pdf.
[9] Ministry of Education and Science of Ukraine, Pro zatverdzhennia Typovoho pereliku zasobiv
navchannia ta obladnannia dlia navchalnykh kabinetiv i STEM-laboratorii [On approval of the
standard list of training tools and equipment for classrooms and STEM-laboratories], 2020. URL:
https://zakon.rada.gov.ua/laws/show/z0410-20#n17.
[
        <xref ref-type="bibr" rid="ref100 ref107 ref125 ref130 ref14 ref161 ref25 ref40 ref63 ref96">10</xref>
        ] Cabinet of Ministers of Ukraine, Pro skhvalennia Kontseptsii rozvytku
pryrodnychomatematychnoi osvity (STEM-osvity) [On approval of the Concept of development of natural and
mathematical education (STEM-education)], 2020. URL: https://zakon.rada.gov.ua/laws/show/
960-2020-%D1%80#Text.
[
        <xref ref-type="bibr" rid="ref155">11</xref>
        ] M. A. Takeuchi, P. Sengupta, M.-C. Shanahan, J. D. Adams, M. Hachem, Transdisciplinarity in
STEM education: a critical review, Studies in Science Education 56 (2020) 213–253. doi:10.1080/
03057267.2020.1755802.
[
        <xref ref-type="bibr" rid="ref126 ref13 ref6">12</xref>
        ] S. Donovan, M. D. Lamar, Using Science Education Gateways to Improve Undergraduate STEM
Education: The QUBES Platform as a Case Study, Computing in Science and Engineering 25
(2023) 20–29. doi:10.1109/MCSE.2023.3292313.
[
        <xref ref-type="bibr" rid="ref147">13</xref>
        ] J. Huang, Y. Zhong, X. Chen, Adaptive and personalized learning in STEM education using
high-performance computing and artificial intelligence, Journal of Supercomputing 81 (2025)
981. doi:10.1007/s11227-025-07481-7.
[14] W. A. Loughlin, P. R. Johnston, C. L. Brown, D. J. Watters, Supporting the M in STEM Using
Online Maths Support Modules, in: C. N. Allan, C. Campbell, J. Crough (Eds.), Blended Learning
Designs in STEM Higher Education: Putting Learning First, Springer Singapore, Singapore, 2019,
pp. 265–287. doi:10.1007/978-981-13-6982-7_15.
[15] C. Mullen, A. Cronin, J. Pettigrew, D. Shearman, L. Rylands, Optimising the blend of in-person and
      </p>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          <source>cation in Science and Technology</source>
          <volume>56</volume>
          (
          <year>2025</year>
          )
          <fpage>275</fpage>
          -
          <lpage>295</lpage>
          . doi:
          <volume>10</volume>
          .1080/0020739X.
          <year>2023</year>
          .
          <volume>2226153</volume>
          . [16]
          <string-name>
            <given-names>S.</given-names>
            <surname>Getenet</surname>
          </string-name>
          ,
          <string-name>
            <given-names>E.</given-names>
            <surname>Tualaulelei</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N.</given-names>
            <surname>Singh</surname>
          </string-name>
          ,
          <string-name>
            <given-names>Y.</given-names>
            <surname>Pillay</surname>
          </string-name>
          ,
          <string-name>
            <given-names>K.-A.</given-names>
            <surname>Hammermeister</surname>
          </string-name>
          , Interactive technologies
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          <string-name>
            <surname>Pedagogy</surname>
          </string-name>
          and
          <string-name>
            <surname>Education</surname>
          </string-name>
          (
          <year>2025</year>
          ). doi:
          <volume>10</volume>
          .1080/1475939X.
          <year>2025</year>
          .
          <volume>2498483</volume>
          . [17]
          <string-name>
            <given-names>D.</given-names>
            <surname>Leoni</surname>
          </string-name>
          ,
          <string-name>
            <given-names>T.</given-names>
            <surname>Fleming</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J. L.</given-names>
            <surname>McFarland</surname>
          </string-name>
          ,
          <source>Cultivating a Science</source>
          , Technology, Engineering and
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          <string-name>
            <surname>ONE</surname>
          </string-name>
          18 (
          <year>2023</year>
          )
          <article-title>e0290958</article-title>
          . doi:
          <volume>10</volume>
          .1371/journal.pone.
          <volume>0290958</volume>
          . [18]
          <string-name>
            <given-names>C. S.</given-names>
            <surname>Ironsi</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S. S.</given-names>
            <surname>Ironsi</surname>
          </string-name>
          ,
          <article-title>Eficacy of micro-credential learning environments for developing</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          <article-title>students' 21st century skills: toward achieving sustainable development goals</article-title>
          , International
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          <source>Journal of Educational Management</source>
          (
          <year>2025</year>
          ). doi:
          <volume>10</volume>
          .1108/IJEM-07-2024-
          <volume>0379</volume>
          . [19]
          <string-name>
            <given-names>W.</given-names>
            <surname>Yao</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>Qian</surname>
          </string-name>
          , W. Xie,
          <article-title>Exploring the efectiveness of micro-credentials in artificial intelligence</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          <volume>12</volume>
          (
          <year>2025</year>
          )
          <article-title>2536528</article-title>
          . doi:
          <volume>10</volume>
          .1080/2331186X.
          <year>2025</year>
          .
          <volume>2536528</volume>
          . [20]
          <string-name>
            <given-names>N. L.</given-names>
            <surname>Denton</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A. E.</given-names>
            <surname>Kulesza</surname>
          </string-name>
          ,
          <string-name>
            <surname>Inquiry-Team-Based Lab</surname>
          </string-name>
          Course Design Enhances Underrepresented
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          <source>Undergraduate Predictors of Persistence in the Sciences, Medical Science Educator</source>
          <volume>34</volume>
          (
          <year>2024</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          571-
          <fpage>580</fpage>
          . doi:
          <volume>10</volume>
          .1007/s40670-024-02014-y. [21]
          <string-name>
            <given-names>K. G.</given-names>
            <surname>Johnson</surname>
          </string-name>
          , P. Jakopovic,
          <string-name>
            <surname>C.</surname>
          </string-name>
          <article-title>von Renesse, Supporting Teaching and Learning Reform in College</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          <source>Mathematics: Finding Value in Communities of Practice, Journal for STEM Education Research 4</source>
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          (
          <year>2021</year>
          )
          <fpage>380</fpage>
          -
          <lpage>396</lpage>
          . doi:
          <volume>10</volume>
          .1007/s41979-021-00061-3. [22]
          <string-name>
            <surname>M. D. Sharma</surname>
            ,
            <given-names>W.</given-names>
          </string-name>
          <string-name>
            <surname>Rifkin</surname>
            ,
            <given-names>V.</given-names>
          </string-name>
          <string-name>
            <surname>Tzioumis</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          <string-name>
            <surname>Hill</surname>
            , E. Johnson, C. Varsavsky,
            <given-names>S.</given-names>
          </string-name>
          <string-name>
            <surname>Jones</surname>
          </string-name>
          , S. Beames,
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          national university network-SaMnet,
          <source>Journal of Higher Education Policy and Management 39</source>
        </mixed-citation>
      </ref>
      <ref id="ref12">
        <mixed-citation>
          (
          <year>2017</year>
          )
          <fpage>169</fpage>
          -
          <lpage>182</lpage>
          . doi:
          <volume>10</volume>
          .1080/1360080X.
          <year>2017</year>
          .
          <volume>1276660</volume>
          . [23]
          <string-name>
            <given-names>M.</given-names>
            <surname>Lehmeidi</surname>
          </string-name>
          , Collaborative Leadership Models: Building Efective Teams Across Educational
        </mixed-citation>
      </ref>
      <ref id="ref13">
        <mixed-citation>
          <string-name>
            <surname>From K-12 to Higher</surname>
            <given-names>Education</given-names>
          </string-name>
          , IGI Global Scientific Publishing, Hershey, PA,
          <year>2025</year>
          , pp.
          <fpage>479</fpage>
          -
          <lpage>508</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref14">
        <mixed-citation>
          <source>doi:10.4018/979-8-3693-6115-3</source>
          .
          <year>ch018</year>
          . [24]
          <string-name>
            <given-names>Y. P.</given-names>
            <surname>Maldonado</surname>
          </string-name>
          ,
          <string-name>
            <given-names>E. D. L. C.</given-names>
            <surname>Burelo</surname>
          </string-name>
          ,
          <string-name>
            <given-names>C. M. V.</given-names>
            <surname>Solorzano</surname>
          </string-name>
          ,
          <article-title>The problem of pseudo-STEM programs</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref15">
        <mixed-citation>
          <article-title>in higher education: A classification criterion</article-title>
          ,
          <source>Cogent Education</source>
          <volume>7</volume>
          (
          <year>2020</year>
          )
          <article-title>1833813</article-title>
          . doi:
          <volume>10</volume>
          .1080/
        </mixed-citation>
      </ref>
      <ref id="ref16">
        <mixed-citation>
          2331186X.
          <year>2020</year>
          .
          <volume>1833813</volume>
          . [25]
          <string-name>
            <surname>M. S</surname>
            .-Y. Jong, Y. Song,
            <given-names>E.</given-names>
          </string-name>
          <string-name>
            <surname>Soloway</surname>
            ,
            <given-names>C.</given-names>
          </string-name>
          <string-name>
            <surname>Norris</surname>
          </string-name>
          , Editorial Note: Teacher Professional Development
        </mixed-citation>
      </ref>
      <ref id="ref17">
        <mixed-citation>
          <source>in STEM Education, Educational Technology &amp; Society</source>
          <volume>24</volume>
          (
          <year>2021</year>
          )
          <fpage>81</fpage>
          -
          <lpage>85</lpage>
          . URL: https://www.jstor.
        </mixed-citation>
      </ref>
      <ref id="ref18">
        <mixed-citation>
          org/stable/48629246. [26]
          <string-name>
            <given-names>D.</given-names>
            <surname>Yabaş</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>Boyaci</surname>
          </string-name>
          ,
          <article-title>A mentorship model for teacher education: Young STEM researchers and</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref19">
        <mixed-citation>
          <article-title>practitioners program</article-title>
          ,
          <source>Turkish Journal of Education</source>
          <volume>11</volume>
          (
          <year>2022</year>
          )
          <fpage>36</fpage>
          -
          <lpage>55</lpage>
          . doi:
          <volume>10</volume>
          .19128/turje.
        </mixed-citation>
      </ref>
      <ref id="ref20">
        <mixed-citation>
          950335. [27]
          <string-name>
            <surname>R. B. Toma</surname>
            ,
            <given-names>D. A.</given-names>
          </string-name>
          <string-name>
            <surname>Retana-Alvarado</surname>
          </string-name>
          ,
          <article-title>Improving pre-service teachers' conceptions of STEM</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref21">
        <mixed-citation>
          <string-name>
            <surname>education</surname>
          </string-name>
          ,
          <source>Iberoamerican Journal of Education</source>
          <volume>87</volume>
          (
          <year>2021</year>
          )
          <fpage>15</fpage>
          -
          <lpage>33</lpage>
          . doi:
          <volume>10</volume>
          .35362/rie8714538. [28]
          <string-name>
            <given-names>J.</given-names>
            <surname>Santangelo</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L.</given-names>
            <surname>Hobbie</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J.</given-names>
            <surname>Lee</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Pullin</surname>
          </string-name>
          ,
          <string-name>
            <given-names>E.</given-names>
            <surname>Villa-Cuesta</surname>
          </string-name>
          ,
          <string-name>
            <surname>A. Hyslop,</surname>
          </string-name>
          <article-title>The (STEM)2 Network: a</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref22">
        <mixed-citation>
          <source>International Journal of STEM Education</source>
          <volume>8</volume>
          (
          <year>2021</year>
          )
          <article-title>3</article-title>
          . doi:
          <volume>10</volume>
          .1186/s40594-020-00262-z. [29]
          <string-name>
            <given-names>E. A.</given-names>
            <surname>Dare</surname>
          </string-name>
          ,
          <string-name>
            <given-names>K.</given-names>
            <surname>Keratithamkul</surname>
          </string-name>
          ,
          <string-name>
            <given-names>B. M.</given-names>
            <surname>Hiwatig</surname>
          </string-name>
          ,
          <string-name>
            <given-names>F.</given-names>
            <surname>Li</surname>
          </string-name>
          , Beyond Content:
          <article-title>The Role of STEM</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref23">
        <mixed-citation>
          <string-name>
            <surname>Disciplines</surname>
          </string-name>
          ,
          <string-name>
            <surname>Real-World</surname>
            <given-names>Problems</given-names>
          </string-name>
          , 21st Century Skills, and STEM Careers within Science
        </mixed-citation>
      </ref>
      <ref id="ref24">
        <mixed-citation>
          <article-title>Teachers' Conceptions of Integrated STEM Education</article-title>
          ,
          <source>Education Sciences</source>
          <volume>11</volume>
          (
          <year>2021</year>
          )
          <fpage>737</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref25">
        <mixed-citation>
          <source>doi:10</source>
          .3390/educsci11110737. [30]
          <string-name>
            <given-names>E. A.</given-names>
            <surname>AlMuraie</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N. A.</given-names>
            <surname>Algarni</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N. S.</given-names>
            <surname>Alahmad</surname>
          </string-name>
          ,
          <article-title>Upper-secondary school science teachers' per-</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref26">
        <mixed-citation>
          <source>Science Education</source>
          <volume>20</volume>
          (
          <year>2021</year>
          )
          <fpage>546</fpage>
          -
          <lpage>557</lpage>
          . doi:
          <volume>10</volume>
          .33225/jbse/21.20.546. [31]
          <string-name>
            <given-names>J. A.</given-names>
            <surname>Carmona-Mesa</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M. E. Cardona</given-names>
            <surname>Zapata</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Castrillón-Yepes</surname>
          </string-name>
          , Study of Physical Phenomena
        </mixed-citation>
      </ref>
      <ref id="ref27">
        <mixed-citation>
          <source>in Mathematics Teachers Training. A STEM Education Experience, Uni-pluriversidad 20</source>
          (
          <year>2020</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref28">
        <mixed-citation>
          18-
          <fpage>38</fpage>
          . doi:
          <volume>10</volume>
          .17533/udea.unipluri.
          <volume>20</volume>
          .1.
          <fpage>02</fpage>
          . [32]
          <string-name>
            <given-names>J.</given-names>
            <surname>Ortiz-Revilla</surname>
          </string-name>
          ,
          <string-name>
            <given-names>I. M.</given-names>
            <surname>Greca</surname>
          </string-name>
          ,
          <string-name>
            <surname>I.</surname>
          </string-name>
          <article-title>Arriassecq, A Theoretical Framework for Integrated STEM</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref29">
        <mixed-citation>
          <string-name>
            <surname>Education</surname>
          </string-name>
          ,
          <source>Science &amp; Education</source>
          <volume>31</volume>
          (
          <year>2022</year>
          )
          <fpage>383</fpage>
          -
          <lpage>404</lpage>
          . doi:
          <volume>10</volume>
          .1007/s11191-021-00242-x. [33]
          <string-name>
            <given-names>X.</given-names>
            <surname>Li</surname>
          </string-name>
          ,
          <string-name>
            <given-names>W.</given-names>
            <surname>Wang</surname>
          </string-name>
          ,
          <article-title>Exploring Spatial Cognitive Process Among STEM Students</article-title>
          and
          <article-title>Its Role in STEM</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref30">
        <mixed-citation>
          <string-name>
            <surname>Education</surname>
          </string-name>
          ,
          <source>Science &amp; Education</source>
          <volume>30</volume>
          (
          <year>2021</year>
          )
          <fpage>121</fpage>
          -
          <lpage>145</lpage>
          . doi:
          <volume>10</volume>
          .1007/s11191-020-00167-x. [34]
          <string-name>
            <surname>B. Yıldırım,</surname>
          </string-name>
          <article-title>MOOCs in STEM Education: Teacher Preparation and Views</article-title>
          , Technology, Knowledge
        </mixed-citation>
      </ref>
      <ref id="ref31">
        <mixed-citation>
          <source>and Learning</source>
          <volume>27</volume>
          (
          <year>2022</year>
          )
          <fpage>663</fpage>
          -
          <lpage>688</lpage>
          . doi:
          <volume>10</volume>
          .1007/s10758-020-09481-3. [35]
          <string-name>
            <given-names>J.</given-names>
            <surname>Mella-Norambuena</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R.</given-names>
            <surname>Cobo-Rendon</surname>
          </string-name>
          ,
          <string-name>
            <given-names>K.</given-names>
            <surname>Lobos</surname>
          </string-name>
          ,
          <string-name>
            <given-names>F.</given-names>
            <surname>Sáez-Delgado</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Maldonado-Trapp</surname>
          </string-name>
          , Smart-
        </mixed-citation>
      </ref>
      <ref id="ref32">
        <mixed-citation>
          <article-title>phone Use among Undergraduate STEM Students during COVID-19: An Opportunity for Higher</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref33">
        <mixed-citation>
          <string-name>
            <surname>Education</surname>
            <given-names>?</given-names>
          </string-name>
          ,
          <source>Education Sciences</source>
          <volume>11</volume>
          (
          <year>2021</year>
          )
          <article-title>417</article-title>
          . doi:
          <volume>10</volume>
          .3390/educsci11080417. [36]
          <string-name>
            <given-names>F.</given-names>
            <surname>Rusk</surname>
          </string-name>
          , W. Rønning,
          <article-title>Group work as an arena for learning in STEM education: negotiations</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref34">
        <mixed-citation>
          <article-title>of epistemic relationships</article-title>
          ,
          <source>Education Inquiry</source>
          <volume>11</volume>
          (
          <year>2020</year>
          )
          <fpage>36</fpage>
          -
          <lpage>53</lpage>
          . doi:
          <volume>10</volume>
          .1080/20004508.
          <year>2019</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref35">
        <mixed-citation>
          1638194. [37]
          <string-name>
            <given-names>H.</given-names>
            <surname>Zou</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Ullah</surname>
          </string-name>
          ,
          <string-name>
            <given-names>Z.</given-names>
            <surname>Qazi</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Naeem</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>Rehan</surname>
          </string-name>
          ,
          <article-title>Impact of micro-credential learning on students'</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref36">
        <mixed-citation>
          <source>Management</source>
          <volume>38</volume>
          (
          <year>2024</year>
          )
          <fpage>897</fpage>
          -
          <lpage>915</lpage>
          . doi:
          <volume>10</volume>
          .1108/IJEM-01-2023-
          <volume>0002</volume>
          . [38]
          <string-name>
            <given-names>I.-E.</given-names>
            <surname>Lasica</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Meletiou-Mavrotheris</surname>
          </string-name>
          ,
          <string-name>
            <given-names>E.</given-names>
            <surname>Mavrotheris</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>Pitsikalis</surname>
          </string-name>
          ,
          <string-name>
            <given-names>K.</given-names>
            <surname>Katzis</surname>
          </string-name>
          , C. Dimopoulos,
        </mixed-citation>
      </ref>
      <ref id="ref37">
        <mixed-citation>
          <string-name>
            <surname>Settings</surname>
          </string-name>
          , Brill, Leiden, The Netherlands,
          <year>2019</year>
          , pp.
          <fpage>267</fpage>
          -
          <lpage>294</lpage>
          . doi:
          <volume>10</volume>
          .1163/9789004408845_
          <fpage>012</fpage>
          . [39]
          <string-name>
            <surname>S. M. M. Rahman</surname>
          </string-name>
          ,
          <article-title>Assessing and Benchmarking Learning Outcomes of Robotics-Enabled STEM</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref38">
        <mixed-citation>
          <string-name>
            <surname>Education</surname>
          </string-name>
          ,
          <source>Education Sciences</source>
          <volume>11</volume>
          (
          <year>2021</year>
          )
          <article-title>84</article-title>
          . doi:
          <volume>10</volume>
          .3390/educsci11020084. [40]
          <string-name>
            <surname>C.-C. Chang</surname>
            ,
            <given-names>Y.</given-names>
          </string-name>
          <string-name>
            <surname>Chen</surname>
          </string-name>
          ,
          <article-title>Using mastery learning theory to develop task-centered hands-on STEM</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref39">
        <mixed-citation>
          <article-title>a convergent parallel mixed method</article-title>
          ,
          <source>Interactive Learning Environments</source>
          <volume>30</volume>
          (
          <year>2022</year>
          )
          <fpage>1677</fpage>
          -
          <lpage>1692</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref40">
        <mixed-citation>
          <source>doi:10.1080/10494820</source>
          .
          <year>2020</year>
          .
          <volume>1741400</volume>
          . [41]
          <string-name>
            <given-names>U.</given-names>
            <surname>Sarı</surname>
          </string-name>
          ,
          <string-name>
            <given-names>H. M.</given-names>
            <surname>Pektaş</surname>
          </string-name>
          ,
          <string-name>
            <given-names>Ö. F.</given-names>
            <surname>Şen</surname>
          </string-name>
          ,
          <string-name>
            <given-names>H.</given-names>
            <surname>Çelik</surname>
          </string-name>
          ,
          <article-title>Algorithmic thinking development through physical</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref41">
        <mixed-citation>
          <volume>27</volume>
          (
          <year>2022</year>
          )
          <fpage>6669</fpage>
          -
          <lpage>6689</lpage>
          . doi:
          <volume>10</volume>
          .1007/s10639-022-10893-0. [42]
          <string-name>
            <surname>M. M. Kovtoniuk</surname>
            ,
            <given-names>M. V.</given-names>
          </string-name>
          <string-name>
            <surname>Didovyk</surname>
          </string-name>
          ,
          <article-title>Formation of an innovative environment for future teachers</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref42">
        <mixed-citation>
          <article-title>professional training: methodology, theory, experience</article-title>
          , problems
          <volume>50</volume>
          (
          <year>2018</year>
          )
          <fpage>293</fpage>
          -
          <lpage>298</lpage>
          . doi:10.
        </mixed-citation>
      </ref>
      <ref id="ref43">
        <mixed-citation>
          <volume>31652</volume>
          /
          <fpage>2412</fpage>
          -1142-2018-50-293. [43]
          <string-name>
            <given-names>S.</given-names>
            <surname>Stoyanov</surname>
          </string-name>
          ,
          <string-name>
            <given-names>T.</given-names>
            <surname>Glushkova</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V.</given-names>
            <surname>Tabakova-Komsalova</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Stoyanova-Doycheva</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V.</given-names>
            <surname>Ivanova</surname>
          </string-name>
          ,
        </mixed-citation>
      </ref>
      <ref id="ref44">
        <mixed-citation>
          <string-name>
            <given-names>L.</given-names>
            <surname>Doukovska</surname>
          </string-name>
          ,
          <article-title>Integration of STEM Centers in a Virtual Education Space</article-title>
          ,
          <source>Mathematics 10</source>
        </mixed-citation>
      </ref>
      <ref id="ref45">
        <mixed-citation>
          (
          <year>2022</year>
          )
          <article-title>744</article-title>
          . doi:
          <volume>10</volume>
          .3390/math10050744. [44]
          <string-name>
            <given-names>V. V.</given-names>
            <surname>Fedoniuk</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M. A.</given-names>
            <surname>Fedoniuk</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N. S.</given-names>
            <surname>Pushkar</surname>
          </string-name>
          ,
          <article-title>ICT application in the development of STEM-</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref46">
        <mixed-citation>
          <volume>85</volume>
          (
          <year>2021</year>
          )
          <fpage>78</fpage>
          -
          <lpage>94</lpage>
          . doi:
          <volume>10</volume>
          .33407/itlt.v85i5.
          <fpage>3955</fpage>
          . [45]
          <string-name>
            <given-names>E. A. C.</given-names>
            <surname>Rushton</surname>
          </string-name>
          ,
          <string-name>
            <given-names>H.</given-names>
            <surname>King</surname>
          </string-name>
          ,
          <article-title>Play as a pedagogical vehicle for supporting gender inclusive engage-</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref47">
        <mixed-citation>
          <article-title>ment in informal STEM education</article-title>
          ,
          <source>International Journal of Science Education, Part B</source>
          <volume>10</volume>
          (
          <year>2020</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref48">
        <mixed-citation>
          376-
          <fpage>389</fpage>
          . doi:
          <volume>10</volume>
          .1080/21548455.
          <year>2020</year>
          .
          <volume>1853270</volume>
          . [46]
          <string-name>
            <given-names>M.</given-names>
            <surname>Zhu</surname>
          </string-name>
          ,
          <article-title>Efective Pedagogical Strategies for STEM Education from Instructors' Perspective: OER</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref49">
        <mixed-citation>
          <string-name>
            <surname>for Educators</surname>
          </string-name>
          ,
          <source>Open Praxis</source>
          <volume>12</volume>
          (
          <year>2020</year>
          )
          <fpage>257</fpage>
          -
          <lpage>270</lpage>
          . doi:
          <volume>10</volume>
          .5944/openpraxis.12.2.
          <fpage>1074</fpage>
          . [47]
          <string-name>
            <given-names>O. M.</given-names>
            <surname>Soia</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L. A.</given-names>
            <surname>Tyutyun</surname>
          </string-name>
          ,
          <string-name>
            <given-names>O. P.</given-names>
            <surname>Kosovets</surname>
          </string-name>
          ,
          <article-title>General characteristics of mobile technologies and</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref50">
        <mixed-citation>
          <string-name>
            <surname>Latvia</surname>
          </string-name>
          ,
          <year>2021</year>
          , pp.
          <fpage>252</fpage>
          -
          <lpage>269</lpage>
          . doi:
          <volume>10</volume>
          .30525/
          <fpage>978</fpage>
          -9934-26-023-0-22. [48]
          <string-name>
            <given-names>J.</given-names>
            <surname>Ortiz-Revilla</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Adúriz-Bravo</surname>
          </string-name>
          ,
          <string-name>
            <given-names>I. M.</given-names>
            <surname>Greca</surname>
          </string-name>
          , A Framework for Epistemological Discus-
        </mixed-citation>
      </ref>
      <ref id="ref51">
        <mixed-citation>
          <source>sion on Integrated STEM Education, Science &amp; Education</source>
          <volume>29</volume>
          (
          <year>2020</year>
          )
          <fpage>857</fpage>
          -
          <lpage>880</lpage>
          . doi:
          <volume>10</volume>
          .1007/
        </mixed-citation>
      </ref>
      <ref id="ref52">
        <mixed-citation>
          <source>s11191-020-00131-9</source>
          . [49]
          <string-name>
            <surname>P. M. Ross</surname>
            , E. Scanes,
            <given-names>P.</given-names>
          </string-name>
          <string-name>
            <surname>Poronnik</surname>
            ,
            <given-names>H.</given-names>
          </string-name>
          <string-name>
            <surname>Coates</surname>
          </string-name>
          , W. Locke, Understanding STEM academics' responses
        </mixed-citation>
      </ref>
      <ref id="ref53">
        <mixed-citation>
          <source>of STEM Education</source>
          <volume>9</volume>
          (
          <year>2022</year>
          )
          <article-title>11</article-title>
          . doi:
          <volume>10</volume>
          .1186/s40594-022-00327-1. [50]
          <string-name>
            <given-names>E. O.</given-names>
            <surname>McGee</surname>
          </string-name>
          ,
          <article-title>Interrogating Structural Racism in STEM Higher Education</article-title>
          , Educational Researcher
        </mixed-citation>
      </ref>
      <ref id="ref54">
        <mixed-citation>
          <volume>49</volume>
          (
          <year>2020</year>
          )
          <fpage>633</fpage>
          -
          <lpage>644</lpage>
          . doi:
          <volume>10</volume>
          .3102/0013189X20972718. [51]
          <string-name>
            <given-names>V.</given-names>
            <surname>Tandrayen-Ragoobur</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D.</given-names>
            <surname>Gokulsing</surname>
          </string-name>
          ,
          <article-title>Gender gap in STEM education and career choices: what</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref55">
        <mixed-citation>
          <article-title>matters?</article-title>
          ,
          <source>Journal of Applied Research in Higher Education</source>
          <volume>14</volume>
          (
          <year>2022</year>
          )
          <fpage>1021</fpage>
          -
          <lpage>1040</lpage>
          . doi:
          <volume>10</volume>
          .1108/
        </mixed-citation>
      </ref>
      <ref id="ref56">
        <mixed-citation>
          <string-name>
            <surname>JARHE-</surname>
          </string-name>
          09-2019-
          <volume>0235</volume>
          . [52]
          <string-name>
            <given-names>E.</given-names>
            <surname>Kara</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Tonin</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Vlassopoulos</surname>
          </string-name>
          ,
          <article-title>Class size efects in higher education: Diferences across</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref57">
        <mixed-citation>
          <article-title>STEM and non-STEM fields</article-title>
          ,
          <source>Economics of Education Review</source>
          <volume>82</volume>
          (
          <year>2021</year>
          )
          <article-title>102104</article-title>
          . doi:
          <volume>10</volume>
          .1016/j.
        </mixed-citation>
      </ref>
      <ref id="ref58">
        <mixed-citation>
          <string-name>
            <surname>econedurev.</surname>
          </string-name>
          <year>2021</year>
          .
          <volume>102104</volume>
          . [53]
          <string-name>
            <given-names>T.</given-names>
            <surname>Davey</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J. V.</given-names>
            <surname>Salazar</surname>
          </string-name>
          <string-name>
            <surname>Luces</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R.</given-names>
            <surname>Davenport</surname>
          </string-name>
          ,
          <string-name>
            <surname>Individual-Centred Approaches</surname>
          </string-name>
          to Accessibility in
        </mixed-citation>
      </ref>
      <ref id="ref59">
        <mixed-citation>
          <string-name>
            <given-names>STEM</given-names>
            <surname>Education</surname>
          </string-name>
          ,
          <source>Education Sciences</source>
          <volume>11</volume>
          (
          <year>2021</year>
          )
          <article-title>652</article-title>
          . doi:
          <volume>10</volume>
          .3390/educsci11100652. [54]
          <string-name>
            <given-names>J. D.</given-names>
            <surname>Bittinger</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R. S.</given-names>
            <surname>Wells</surname>
          </string-name>
          ,
          <string-name>
            <given-names>E. W.</given-names>
            <surname>Kimball</surname>
          </string-name>
          ,
          <article-title>STEM Career Aspirations for High School Students</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref60">
        <mixed-citation>
          <article-title>with Individualized Education Programs</article-title>
          ,
          <source>The Educational Forum</source>
          <volume>85</volume>
          (
          <year>2021</year>
          )
          <fpage>49</fpage>
          -
          <lpage>62</lpage>
          . doi:
          <volume>10</volume>
          .1080/
        </mixed-citation>
      </ref>
      <ref id="ref61">
        <mixed-citation>
          00131725.
          <year>2020</year>
          .
          <volume>1772928</volume>
          . [55]
          <string-name>
            <given-names>Z. I.</given-names>
            <surname>Bilyk</surname>
          </string-name>
          ,
          <string-name>
            <given-names>Y. B.</given-names>
            <surname>Shapovalov</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V. B.</given-names>
            <surname>Shapovalov</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A. P.</given-names>
            <surname>Megalinska</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S. O.</given-names>
            <surname>Zhadan</surname>
          </string-name>
          ,
          <string-name>
            <given-names>F.</given-names>
            <surname>Andruszkiewicz</surname>
          </string-name>
          ,
        </mixed-citation>
      </ref>
      <ref id="ref62">
        <mixed-citation>
          <article-title>with other plant recognition systems</article-title>
          ,
          <source>Educational Technology Quarterly</source>
          <year>2022</year>
          (
          <year>2022</year>
          )
          <fpage>328</fpage>
          -
          <lpage>346</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref63">
        <mixed-citation>
          <source>doi:10</source>
          .55056/etq.433. [56]
          <string-name>
            <given-names>Y. V.</given-names>
            <surname>Botuzova</surname>
          </string-name>
          ,
          <article-title>Competent and STEM approaches in the professional training of future teachers</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref64">
        <mixed-citation>
          <source>of mathematics, Academic Notes. Series: Pedagogical Sciences</source>
          <volume>173</volume>
          (
          <year>2018</year>
          )
          <fpage>51</fpage>
          -
          <lpage>54</lpage>
          . URL: https:
        </mixed-citation>
      </ref>
      <ref id="ref65">
        <mixed-citation>
          //www.cuspu.edu.ua/images/conferences/2018/VIIMiznarod/Zbirnik_statey_VII_konf.pdf. [57]
          <string-name>
            <given-names>V. I.</given-names>
            <surname>Burak</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D. V.</given-names>
            <surname>Holovko</surname>
          </string-name>
          ,
          <article-title>Measuring acceleration at uniformly accelerated motion in terms of</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref66">
        <mixed-citation>
          <article-title>diferentiation of learning</article-title>
          ,
          <source>Educational Dimension</source>
          <volume>5</volume>
          (
          <year>2021</year>
          )
          <fpage>194</fpage>
          -
          <lpage>207</lpage>
          . doi:
          <volume>10</volume>
          .31812/educdim.
        </mixed-citation>
      </ref>
      <ref id="ref67">
        <mixed-citation>
          4449. [58]
          <string-name>
            <given-names>L.</given-names>
            <surname>Hrynevych</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N.</given-names>
            <surname>Morze</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V.</given-names>
            <surname>Vember</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Boiko</surname>
          </string-name>
          ,
          <article-title>Use of digital tools as a component of STEM</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref68">
        <mixed-citation>
          <article-title>education ecosystem</article-title>
          ,
          <source>Educational Technology Quarterly</source>
          <year>2021</year>
          (
          <year>2021</year>
          )
          <fpage>118</fpage>
          -
          <lpage>139</lpage>
          . doi:
          <volume>10</volume>
          .55056/
        </mixed-citation>
      </ref>
      <ref id="ref69">
        <mixed-citation>
          etq.24. [59]
          <string-name>
            <given-names>T. H.</given-names>
            <surname>Kramarenko</surname>
          </string-name>
          ,
          <string-name>
            <given-names>O. S.</given-names>
            <surname>Pylypenko</surname>
          </string-name>
          ,
          <string-name>
            <given-names>I. O.</given-names>
            <surname>Muzyka</surname>
          </string-name>
          , Application of GeoGebra in Stereometry
        </mixed-citation>
      </ref>
      <ref id="ref70">
        <mixed-citation>
          <string-name>
            <surname>teaching</surname>
          </string-name>
          ,
          <source>CTE Workshop Proceedings</source>
          <volume>7</volume>
          (
          <year>2020</year>
          )
          <fpage>705</fpage>
          -
          <lpage>718</lpage>
          . doi:
          <volume>10</volume>
          .55056/cte.418. [60]
          <string-name>
            <given-names>N. S.</given-names>
            <surname>Lukychova</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N. V.</given-names>
            <surname>Osypova</surname>
          </string-name>
          ,
          <string-name>
            <given-names>G. S.</given-names>
            <surname>Yuzbasheva</surname>
          </string-name>
          ,
          <article-title>ICT and current trends as a path to STEM</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref71">
        <mixed-citation>
          <article-title>education: implementation and prospects</article-title>
          ,
          <source>CTE Workshop Proceedings</source>
          <volume>9</volume>
          (
          <year>2022</year>
          )
          <fpage>39</fpage>
          -
          <lpage>55</lpage>
          . doi:10.
        </mixed-citation>
      </ref>
      <ref id="ref72">
        <mixed-citation>
          55056/cte.100. [61]
          <string-name>
            <given-names>O. O.</given-names>
            <surname>Martyniuk</surname>
          </string-name>
          ,
          <string-name>
            <given-names>O. S.</given-names>
            <surname>Martyniuk</surname>
          </string-name>
          ,
          <string-name>
            <given-names>I. O.</given-names>
            <surname>Muzyka</surname>
          </string-name>
          ,
          <article-title>Formation of informational and digital competence</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref73">
        <mixed-citation>
          <article-title>of secondary school students in laboratory work in physics</article-title>
          ,
          <source>CTE Workshop Proceedings</source>
          <volume>8</volume>
          (
          <year>2021</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref74">
        <mixed-citation>
          366-
          <fpage>383</fpage>
          . doi:
          <volume>10</volume>
          .55056/cte.294. [62]
          <string-name>
            <given-names>O. O.</given-names>
            <surname>Martyniuk</surname>
          </string-name>
          ,
          <string-name>
            <given-names>O. S.</given-names>
            <surname>Martyniuk</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>Pankevych</surname>
          </string-name>
          ,
          <string-name>
            <surname>I. Muzyka</surname>
          </string-name>
          , Educational direction of STEM in
        </mixed-citation>
      </ref>
      <ref id="ref75">
        <mixed-citation>
          <article-title>the system of realization of blended teaching of physics</article-title>
          , Educational Technology Quarterly 2021
        </mixed-citation>
      </ref>
      <ref id="ref76">
        <mixed-citation>
          (
          <year>2021</year>
          )
          <fpage>347</fpage>
          -
          <lpage>359</lpage>
          . doi:
          <volume>10</volume>
          .55056/etq.39. [63]
          <string-name>
            <surname>M. M. Mintii</surname>
          </string-name>
          ,
          <article-title>Selection of pedagogical conditions for training STEM teachers to use augmented</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref77">
        <mixed-citation>
          <article-title>reality technologies in their work</article-title>
          ,
          <source>Educational Dimension</source>
          (
          <year>2023</year>
          ). doi:
          <volume>10</volume>
          .31812/educdim.
        </mixed-citation>
      </ref>
      <ref id="ref78">
        <mixed-citation>
          4951. [64]
          <string-name>
            <given-names>N. V.</given-names>
            <surname>Morze</surname>
          </string-name>
          ,
          <string-name>
            <given-names>I. V.</given-names>
            <surname>Mashkina</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M. A.</given-names>
            <surname>Boiko</surname>
          </string-name>
          ,
          <article-title>Experience in training specialists with mathematical</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref79">
        <mixed-citation>
          <source>Workshop Proceedings</source>
          <volume>9</volume>
          (
          <year>2022</year>
          )
          <fpage>95</fpage>
          -
          <lpage>196</lpage>
          . doi:
          <volume>10</volume>
          .55056/cte.106. [65]
          <string-name>
            <given-names>V. P.</given-names>
            <surname>Oleksiuk</surname>
          </string-name>
          ,
          <string-name>
            <given-names>O. R.</given-names>
            <surname>Oleksiuk</surname>
          </string-name>
          ,
          <article-title>Examining the potential of augmented reality in the study of</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref80">
        <mixed-citation>
          Computer Science at school,
          <source>Educational Technology Quarterly</source>
          <year>2022</year>
          (
          <year>2022</year>
          )
          <fpage>307</fpage>
          -
          <lpage>327</lpage>
          . doi:10.
        </mixed-citation>
      </ref>
      <ref id="ref81">
        <mixed-citation>
          55056/etq.432. [66]
          <string-name>
            <given-names>O.</given-names>
            <surname>Pylypenko</surname>
          </string-name>
          ,
          <article-title>Development of critical thinking as a means of forming STEM competencies,</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref82">
        <mixed-citation>
          <source>Educational Dimension</source>
          <volume>3</volume>
          (
          <year>2020</year>
          )
          <fpage>317</fpage>
          -
          <lpage>331</lpage>
          . doi:
          <volume>10</volume>
          .31812/educdim.v55i0.
          <fpage>3955</fpage>
          . [67]
          <string-name>
            <given-names>V. B.</given-names>
            <surname>Shapovalov</surname>
          </string-name>
          ,
          <string-name>
            <given-names>Y. B.</given-names>
            <surname>Shapovalov</surname>
          </string-name>
          ,
          <string-name>
            <given-names>Z. I.</given-names>
            <surname>Bilyk</surname>
          </string-name>
          ,
          <string-name>
            <surname>A. I. Atamas</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R. A.</given-names>
            <surname>Tarasenko</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V. V.</given-names>
            <surname>Tron</surname>
          </string-name>
          , Centralized
        </mixed-citation>
      </ref>
      <ref id="ref83">
        <mixed-citation>
          <article-title>information web-oriented educational environment of Ukraine</article-title>
          ,
          <source>CTE Workshop Proceedings 6</source>
        </mixed-citation>
      </ref>
      <ref id="ref84">
        <mixed-citation>
          (
          <year>2019</year>
          )
          <fpage>246</fpage>
          -
          <lpage>255</lpage>
          . doi:
          <volume>10</volume>
          .55056/cte.383. [68]
          <string-name>
            <given-names>V. B.</given-names>
            <surname>Shapovalov</surname>
          </string-name>
          ,
          <string-name>
            <given-names>Y. B.</given-names>
            <surname>Shapovalov</surname>
          </string-name>
          ,
          <string-name>
            <given-names>Z. I.</given-names>
            <surname>Bilyk</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A. P.</given-names>
            <surname>Megalinska</surname>
          </string-name>
          ,
          <string-name>
            <given-names>I. O.</given-names>
            <surname>Muzyka</surname>
          </string-name>
          , The Google Lens
        </mixed-citation>
      </ref>
      <ref id="ref85">
        <mixed-citation>
          <issue>Dimension 1</issue>
          (
          <year>2019</year>
          )
          <fpage>219</fpage>
          -
          <lpage>234</lpage>
          . doi:
          <volume>10</volume>
          .31812/educdim.v53i1.
          <fpage>3844</fpage>
          . [69]
          <string-name>
            <given-names>Y. B.</given-names>
            <surname>Shapovalov</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V. B.</given-names>
            <surname>Shapovalov</surname>
          </string-name>
          ,
          <string-name>
            <given-names>F.</given-names>
            <surname>Andruszkiewicz</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N. P.</given-names>
            <surname>Volkova</surname>
          </string-name>
          , Analyzing of main trends
        </mixed-citation>
      </ref>
      <ref id="ref86">
        <mixed-citation>
          <article-title>of STEM education in Ukraine using stemua</article-title>
          .
          <source>science statistics, CTE Workshop Proceedings 7</source>
        </mixed-citation>
      </ref>
      <ref id="ref87">
        <mixed-citation>
          (
          <year>2020</year>
          )
          <fpage>448</fpage>
          -
          <lpage>461</lpage>
          . doi:
          <volume>10</volume>
          .55056/cte.385. [70]
          <string-name>
            <given-names>N. V.</given-names>
            <surname>Valko</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N. O.</given-names>
            <surname>Kushnir</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V. V.</given-names>
            <surname>Osadchyi</surname>
          </string-name>
          ,
          <article-title>Cloud technologies for STEM education</article-title>
          , CTE
        </mixed-citation>
      </ref>
      <ref id="ref88">
        <mixed-citation>
          <source>Workshop Proceedings</source>
          <volume>7</volume>
          (
          <year>2020</year>
          )
          <fpage>435</fpage>
          -
          <lpage>447</lpage>
          . doi:
          <volume>10</volume>
          .55056/cte.384. [71]
          <string-name>
            <given-names>N.</given-names>
            <surname>Balyk</surname>
          </string-name>
          ,
          <string-name>
            <surname>G.</surname>
          </string-name>
          <article-title>Shmyger, Approaches and peculiarities of modern STEM-education, Physical and</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref89">
        <mixed-citation>
          <string-name>
            <given-names>Mathematical</given-names>
            <surname>Education</surname>
          </string-name>
          (
          <year>2017</year>
          )
          <fpage>26</fpage>
          -
          <lpage>30</lpage>
          . URL: http://nbuv.gov.ua/UJRN/fmo_2017_
          <article-title>2_6</article-title>
          . [72]
          <string-name>
            <given-names>S. V.</given-names>
            <surname>Tsinko</surname>
          </string-name>
          ,
          <article-title>Pidhotovka vchyteliv novoho formatu z pozytsii uprovadzhennia STEM-osvity v</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref90">
        <mixed-citation>
          <article-title>ways of its implementation in the educational process”</article-title>
          , TOKIPPO, Ternopil, Ukraine,
          <year>2017</year>
          , pp.
        </mixed-citation>
      </ref>
      <ref id="ref91">
        <mixed-citation>
          74-
          <fpage>78</fpage>
          . URL: http://elar.ippo.edu.te.ua:8080/bitstream/123456789/4578/1/Cinyko.pdf. [73]
          <string-name>
            <given-names>S. V.</given-names>
            <surname>Podliesnyi</surname>
          </string-name>
          ,
          <string-name>
            <given-names>O. F.</given-names>
            <surname>Tarasov</surname>
          </string-name>
          ,
          <article-title>Actuality of Use Stem-Steam-Stream Technologies in Engineering</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref92">
        <mixed-citation>
          <string-name>
            <given-names>Politechnical</given-names>
            <surname>Institute</surname>
          </string-name>
          (
          <year>2019</year>
          )
          <fpage>123</fpage>
          -
          <lpage>131</lpage>
          . doi:
          <volume>10</volume>
          .31649/1997-9266-2019-143-2-
          <fpage>123</fpage>
          -131. [74]
          <string-name>
            <given-names>A.</given-names>
            <surname>Ekmekci</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D. M.</given-names>
            <surname>Serrano</surname>
          </string-name>
          ,
          <source>The Impact of Teacher Quality on Student Motivation</source>
          , Achievement,
        </mixed-citation>
      </ref>
      <ref id="ref93">
        <mixed-citation>
          <source>and Persistence in Science and Mathematics, Education Sciences</source>
          <volume>12</volume>
          (
          <year>2022</year>
          )
          <article-title>649</article-title>
          . doi:
          <volume>10</volume>
          .3390/
        </mixed-citation>
      </ref>
      <ref id="ref94">
        <mixed-citation>
          educsci12100649. [75]
          <string-name>
            <given-names>A. L.</given-names>
            <surname>Townley</surname>
          </string-name>
          ,
          <article-title>Leveraging Communities of Practice as Professional Learning Communities in</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref95">
        <mixed-citation>
          <string-name>
            <surname>Science</surname>
          </string-name>
          , Technology, Engineering, Math (STEM) Education,
          <source>Education Sciences</source>
          <volume>10</volume>
          (
          <year>2020</year>
          )
          <fpage>190</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref96">
        <mixed-citation>
          <source>doi:10</source>
          .3390/educsci10080190. [76]
          <string-name>
            <given-names>S. L.</given-names>
            <surname>Marshall</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A. O.</given-names>
            <surname>Salter</surname>
          </string-name>
          ,
          <article-title>Moving beyond the boilerplate: Reflections on equity-centered</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref97">
        <mixed-citation>
          <article-title>reviewing for granting organizations</article-title>
          ,
          <source>Science Education</source>
          <volume>106</volume>
          (
          <year>2022</year>
          )
          <fpage>1264</fpage>
          -
          <lpage>1282</lpage>
          . doi:
          <volume>10</volume>
          .1002/
        </mixed-citation>
      </ref>
      <ref id="ref98">
        <mixed-citation>
          sce.21718. [77]
          <string-name>
            <surname>D. D. Nickolson</surname>
            ,
            <given-names>W. J.</given-names>
          </string-name>
          <string-name>
            <surname>Hilson</surname>
            ,
            <given-names>H. A.</given-names>
          </string-name>
          <string-name>
            <surname>Weiss</surname>
            ,
            <given-names>S. P.</given-names>
          </string-name>
          <string-name>
            <surname>Hundley</surname>
          </string-name>
          , Advancing STEM Education Through
        </mixed-citation>
      </ref>
      <ref id="ref99">
        <mixed-citation>
          <string-name>
            <surname>Opportunities</surname>
          </string-name>
          , and
          <article-title>Issues for Higher Education, 2 ed</article-title>
          .,
          <string-name>
            <surname>Routledge</surname>
          </string-name>
          , New York,
          <year>2023</year>
          , pp.
          <fpage>119</fpage>
          -
          <lpage>135</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref100">
        <mixed-citation>
          <source>doi:10</source>
          .4324/9781003440604. [78]
          <string-name>
            <given-names>M.</given-names>
            <surname>Sipahioglu</surname>
          </string-name>
          ,
          <article-title>Efective Leadership Strategies for Enhancing Student Success in Higher Education:</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref101">
        <mixed-citation>
          <string-name>
            <given-names>Navigating</given-names>
            <surname>Leadership</surname>
          </string-name>
          and
          <article-title>Policy Management in Education, IGI Global, Hershey</article-title>
          , PA,
          <year>2024</year>
          , pp.
        </mixed-citation>
      </ref>
      <ref id="ref102">
        <mixed-citation>
          169-
          <fpage>202</fpage>
          . doi:
          <volume>10</volume>
          .4018/979-8-
          <fpage>3693</fpage>
          -9215-7.
          <year>ch006</year>
          . [79]
          <string-name>
            <given-names>D.</given-names>
            <surname>Findley-Van</surname>
          </string-name>
          <string-name>
            <surname>Nostrand</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R. S.</given-names>
            <surname>Pollenz</surname>
          </string-name>
          , Evaluating Psychosocial Mechanisms Underlying STEM
        </mixed-citation>
      </ref>
      <ref id="ref103">
        <mixed-citation>
          <string-name>
            <surname>STEM Academy</surname>
            <given-names>Program</given-names>
          </string-name>
          ,
          <source>CBE-Life Sciences Education</source>
          <volume>16</volume>
          (
          <year>2017</year>
          )
          <article-title>ar36</article-title>
          . doi:
          <volume>10</volume>
          .1187/cbe.
        </mixed-citation>
      </ref>
      <ref id="ref104">
        <mixed-citation>
          16-
          <fpage>10</fpage>
          -0294. [80]
          <string-name>
            <given-names>A.</given-names>
            <surname>Struyf</surname>
          </string-name>
          , H. De Loof,
          <string-name>
            <given-names>J.</given-names>
            <surname>Boeve-de Pauw</surname>
          </string-name>
          ,
          <string-name>
            <surname>P. Van Petegem</surname>
          </string-name>
          , Students' engagement in diferent
        </mixed-citation>
      </ref>
      <ref id="ref105">
        <mixed-citation>
          <source>Journal of Science Education</source>
          <volume>41</volume>
          (
          <year>2019</year>
          )
          <fpage>1387</fpage>
          -
          <lpage>1407</lpage>
          . doi:
          <volume>10</volume>
          .1080/09500693.
          <year>2019</year>
          .
          <volume>1607983</volume>
          . [81]
          <string-name>
            <given-names>K. R.</given-names>
            <surname>Schneider</surname>
          </string-name>
          ,
          <string-name>
            <given-names>U.</given-names>
            <surname>Nair</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R.</given-names>
            <surname>Straney</surname>
          </string-name>
          ,
          <string-name>
            <given-names>P.</given-names>
            <surname>Lancey</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Tripp</surname>
          </string-name>
          ,
          <string-name>
            <surname>First-Year</surname>
            <given-names>STEM</given-names>
          </string-name>
          Research Program
        </mixed-citation>
      </ref>
      <ref id="ref106">
        <mixed-citation>
          <string-name>
            <given-names>Facilitates</given-names>
            <surname>Long-Term Academic</surname>
          </string-name>
          <string-name>
            <surname>Success</surname>
          </string-name>
          ,
          <source>Journal of College Science Teaching</source>
          <volume>50</volume>
          (
          <year>2021</year>
          )
          <fpage>11</fpage>
          -
          <lpage>16</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref107">
        <mixed-citation>
          <source>doi:10.1080/0047231X</source>
          .
          <year>2021</year>
          .
          <volume>12290513</volume>
          . [82]
          <string-name>
            <given-names>K.</given-names>
            <surname>Atkins</surname>
          </string-name>
          ,
          <string-name>
            <given-names>B. M.</given-names>
            <surname>Dougan</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M. S.</given-names>
            <surname>Dromgold-Sermen</surname>
          </string-name>
          ,
          <string-name>
            <given-names>H.</given-names>
            <surname>Potter</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V.</given-names>
            <surname>Sathy</surname>
          </string-name>
          ,
          <string-name>
            <surname>A</surname>
          </string-name>
          . Panter, “Looking
        </mixed-citation>
      </ref>
      <ref id="ref108">
        <mixed-citation>
          underrepresented groups,
          <source>International Journal of STEM Education</source>
          <volume>7</volume>
          (
          <year>2020</year>
          )
          <article-title>42</article-title>
          . doi:
          <volume>10</volume>
          .1186/
        </mixed-citation>
      </ref>
      <ref id="ref109">
        <mixed-citation>
          <source>s40594-020-00242-3</source>
          . [83]
          <string-name>
            <given-names>S.</given-names>
            <surname>Ma</surname>
          </string-name>
          ,
          <string-name>
            <given-names>G. L.</given-names>
            <surname>Herman</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J. H.</given-names>
            <surname>Tomkin</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J. P.</given-names>
            <surname>Mestre</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>West</surname>
          </string-name>
          , Spreading Teaching Innovations in
        </mixed-citation>
      </ref>
      <ref id="ref110">
        <mixed-citation>
          <string-name>
            <given-names>Social</given-names>
            <surname>Networks</surname>
          </string-name>
          <article-title>: the Bridging Role of Mentors</article-title>
          ,
          <source>Journal for STEM Education Research</source>
          <volume>1</volume>
          (
          <year>2018</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref111">
        <mixed-citation>
          60-
          <fpage>84</fpage>
          . doi:
          <volume>10</volume>
          .1007/s41979-018-0002-6. [84]
          <string-name>
            <given-names>H.</given-names>
            <surname>Sofyan</surname>
          </string-name>
          , I. Irwandi,
          <string-name>
            <given-names>W.</given-names>
            <surname>Artika</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R.</given-names>
            <surname>Oktavia</surname>
          </string-name>
          ,
          <string-name>
            <given-names>Z. A.</given-names>
            <surname>Lubis</surname>
          </string-name>
          ,
          <string-name>
            <given-names>I. M.</given-names>
            <surname>Sari</surname>
          </string-name>
          ,
          <article-title>The integration of stemc in</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref112">
        <mixed-citation>
          <article-title>indonesia: Current status and future prospects</article-title>
          ,
          <source>in: 2021 2nd SEA-STEM International Conference</source>
        </mixed-citation>
      </ref>
      <ref id="ref113">
        <mixed-citation>
          <string-name>
            <surname>(SEA-STEM)</surname>
          </string-name>
          ,
          <year>2021</year>
          , pp.
          <fpage>177</fpage>
          -
          <lpage>180</lpage>
          . doi:
          <volume>10</volume>
          .1109/SEA-STEM53614.
          <year>2021</year>
          .
          <volume>9668108</volume>
          . [85]
          <string-name>
            <given-names>K.</given-names>
            <surname>Muenks</surname>
          </string-name>
          ,
          <string-name>
            <given-names>E. A.</given-names>
            <surname>Canning</surname>
          </string-name>
          , J. LaCosse, D. J.
          <string-name>
            <surname>Green</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          <string-name>
            <surname>Zirkel</surname>
            ,
            <given-names>J. A.</given-names>
          </string-name>
          <string-name>
            <surname>Garcia</surname>
            ,
            <given-names>M. C.</given-names>
          </string-name>
          <string-name>
            <surname>Murphy</surname>
          </string-name>
          , Does my
        </mixed-citation>
      </ref>
      <ref id="ref114">
        <mixed-citation>
          <source>of Experimental Psychology: General</source>
          <volume>149</volume>
          (
          <year>2020</year>
          )
          <fpage>2119</fpage>
          -
          <lpage>2144</lpage>
          . doi:
          <volume>10</volume>
          .1037/xge0000763. [86]
          <string-name>
            <surname>J. LaCosse</surname>
          </string-name>
          ,
          <string-name>
            <surname>M. C. Murphy</surname>
            ,
            <given-names>J. A.</given-names>
          </string-name>
          <string-name>
            <surname>Garcia</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          <string-name>
            <surname>Zirkel</surname>
          </string-name>
          ,
          <article-title>The Role of STEM Professors' Mindset Beliefs</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref115">
        <mixed-citation>
          <source>Psychology</source>
          <volume>113</volume>
          (
          <year>2021</year>
          )
          <fpage>949</fpage>
          -
          <lpage>971</lpage>
          . doi:
          <volume>10</volume>
          .1037/edu0000620. [87]
          <string-name>
            <given-names>P.</given-names>
            <surname>Merzlykin</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N.</given-names>
            <surname>Kharadzjan</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D.</given-names>
            <surname>Medvediev</surname>
          </string-name>
          ,
          <string-name>
            <surname>I. Zakarliuka</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L.</given-names>
            <surname>Fadieieva</surname>
          </string-name>
          , Scheduling Algorithms
        </mixed-citation>
      </ref>
      <ref id="ref116">
        <mixed-citation>
          vakovsky (Eds.),
          <source>Proceedings of the 14th International Conference on ICT in Education</source>
          , Research
        </mixed-citation>
      </ref>
      <ref id="ref117">
        <mixed-citation>
          <string-name>
            <surname>Workshops</surname>
          </string-name>
          , Kyiv, Ukraine, May
          <volume>14</volume>
          -17,
          <year>2018</year>
          , volume
          <volume>2104</volume>
          <source>of CEUR Workshop Proceedings</source>
          , CEUR-
        </mixed-citation>
      </ref>
      <ref id="ref118">
        <mixed-citation>
          WS.org,
          <year>2018</year>
          , pp.
          <fpage>359</fpage>
          -
          <lpage>365</lpage>
          . URL: https://ceur-ws.
          <source>org/</source>
          Vol-
          <volume>2104</volume>
          /paper_167.pdf. [88]
          <string-name>
            <given-names>A. O.</given-names>
            <surname>Kolhatin</surname>
          </string-name>
          ,
          <string-name>
            <given-names>O. G.</given-names>
            <surname>Kolgatin</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N. S.</given-names>
            <surname>Ponomareva</surname>
          </string-name>
          ,
          <article-title>Remotely controlled reality in the “Robotics</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref119">
        <mixed-citation>
          <source>Journal of Physics: Conference Series</source>
          <volume>2871</volume>
          (
          <year>2024</year>
          )
          <article-title>012020</article-title>
          . doi:
          <volume>10</volume>
          .1088/
          <fpage>1742</fpage>
          -6596/2871/1/
        </mixed-citation>
      </ref>
      <ref id="ref120">
        <mixed-citation>
          012020. [89]
          <string-name>
            <given-names>A. G.</given-names>
            <surname>Tkachuk</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M. S.</given-names>
            <surname>Hrynevych</surname>
          </string-name>
          ,
          <string-name>
            <given-names>T. A.</given-names>
            <surname>Vakaliuk</surname>
          </string-name>
          ,
          <string-name>
            <given-names>O. A.</given-names>
            <surname>Chernysh</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M. G.</given-names>
            <surname>Medvediev</surname>
          </string-name>
          , Edge
        </mixed-citation>
      </ref>
      <ref id="ref121">
        <mixed-citation>
          <string-name>
            <surname>assessment</surname>
          </string-name>
          ,
          <source>Journal of Edge Computing</source>
          <volume>2</volume>
          (
          <year>2023</year>
          )
          <fpage>163</fpage>
          -
          <lpage>174</lpage>
          . doi:
          <volume>10</volume>
          .55056/jec.633. [90]
          <string-name>
            <given-names>E.</given-names>
            <surname>Baran</surname>
          </string-name>
          ,
          <article-title>Investigating faculty technology mentoring as a university-wide professional de-</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref122">
        <mixed-citation>
          <article-title>velopment model</article-title>
          ,
          <source>Journal of Computing in Higher Education</source>
          <volume>28</volume>
          (
          <year>2016</year>
          )
          <fpage>45</fpage>
          -
          <lpage>71</lpage>
          . doi:
          <volume>10</volume>
          .1007/
        </mixed-citation>
      </ref>
      <ref id="ref123">
        <mixed-citation>
          <source>s12528-015-9104-7</source>
          . [91]
          <string-name>
            <given-names>C. J.</given-names>
            <surname>Ankeny</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L. H.</given-names>
            <surname>Mayled</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L.</given-names>
            <surname>Ross</surname>
          </string-name>
          ,
          <string-name>
            <given-names>K. D.</given-names>
            <surname>Hjelmstad</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S. J.</given-names>
            <surname>Krause</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J. A.</given-names>
            <surname>Middleton</surname>
          </string-name>
          , R. J. Culbert-
        </mixed-citation>
      </ref>
      <ref id="ref124">
        <mixed-citation>
          <string-name>
            <surname>Conference</surname>
          </string-name>
          and Exposition,
          <source>Conference Proceedings</source>
          ,
          <year>2018</year>
          . doi:
          <volume>10</volume>
          .18260/1-2--
          <fpage>30233</fpage>
          . [92]
          <string-name>
            <given-names>D. E.</given-names>
            <surname>Pedersen</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Kubátová</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R. B.</given-names>
            <surname>Simmons</surname>
          </string-name>
          , Authenticity and Psychological Safety: Building
        </mixed-citation>
      </ref>
      <ref id="ref125">
        <mixed-citation>
          <source>Inquiry</source>
          <volume>10</volume>
          (
          <year>2022</year>
          ). doi:
          <volume>10</volume>
          .20343/teachlearninqu.10.31. [93]
          <string-name>
            <given-names>D. H. L.</given-names>
            <surname>Lee</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S. W. B.</given-names>
            <surname>Mak</surname>
          </string-name>
          ,
          <string-name>
            <surname>K. K. D. Lit</surname>
            ,
            <given-names>K. C. T.</given-names>
          </string-name>
          <string-name>
            <surname>Tse</surname>
            ,
            <given-names>C. S.</given-names>
          </string-name>
          <string-name>
            <surname>Chai</surname>
          </string-name>
          , Enhancing STEM outcomes
        </mixed-citation>
      </ref>
      <ref id="ref126">
        <mixed-citation>
          <source>Education</source>
          <volume>12</volume>
          (
          <year>2025</year>
          )
          <article-title>36</article-title>
          . doi:
          <volume>10</volume>
          .1186/s40594-025-00556-0. [94]
          <string-name>
            <given-names>C. A.</given-names>
            <surname>George Mwangi</surname>
          </string-name>
          ,
          <string-name>
            <given-names>G. M.</given-names>
            <surname>Bettencourt</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R. S.</given-names>
            <surname>Wells</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S. T.</given-names>
            <surname>Dunton</surname>
          </string-name>
          ,
          <string-name>
            <given-names>E. W.</given-names>
            <surname>Kimball</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M. C.</given-names>
            <surname>Pachucki</surname>
          </string-name>
          ,
        </mixed-citation>
      </ref>
      <ref id="ref127">
        <mixed-citation>
          <source>norities in Science and Engineering</source>
          <volume>29</volume>
          (
          <year>2022</year>
          )
          <fpage>87</fpage>
          -
          <lpage>109</lpage>
          . doi:
          <volume>10</volume>
          .1615/JWomenMinorScienEng.
        </mixed-citation>
      </ref>
      <ref id="ref128">
        <mixed-citation>
          2022041189. [95]
          <string-name>
            <given-names>J.</given-names>
            <surname>Rocha</surname>
          </string-name>
          ,
          <string-name>
            <given-names>C. M.</given-names>
            <surname>Castillo-Lavergne</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M. J.</given-names>
            <surname>Byrd</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M. R.</given-names>
            <surname>Carnethon</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R.</given-names>
            <surname>Miller</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Lin</surname>
          </string-name>
          ,
          <string-name>
            <given-names>E. E.</given-names>
            <surname>Marsh</surname>
          </string-name>
          ,
          <string-name>
            <surname>J. K.</surname>
          </string-name>
        </mixed-citation>
      </ref>
      <ref id="ref129">
        <mixed-citation>
          <article-title>response to the USA STEM-M diversity gap</article-title>
          ,
          <source>Health Promotion International</source>
          <volume>37</volume>
          (
          <year>2022</year>
          )
          <article-title>daab094</article-title>
          .
        </mixed-citation>
      </ref>
      <ref id="ref130">
        <mixed-citation>
          <source>doi:10</source>
          .1093/heapro/daab094. [96]
          <string-name>
            <given-names>S. V.</given-names>
            <surname>Shokaliuk</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A. O.</given-names>
            <surname>Kavetskyi</surname>
          </string-name>
          ,
          <article-title>Design and evaluation of a personalized digital mathematics tutor</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref131">
        <mixed-citation>
          <article-title>for grade 6 learners</article-title>
          , in: S. O.
          <string-name>
            <surname>Semerikov</surname>
            ,
            <given-names>A. M.</given-names>
          </string-name>
          <string-name>
            <surname>Striuk</surname>
          </string-name>
          (Eds.),
          <source>Proceedings of the 7th Workshop</source>
        </mixed-citation>
      </ref>
      <ref id="ref132">
        <mixed-citation>
          <source>for Young Scientists in Computer Science &amp; Software Engineering (CS&amp;SE@SW</source>
          <year>2024</year>
          ), Virtual
        </mixed-citation>
      </ref>
      <ref id="ref133">
        <mixed-citation>
          <string-name>
            <surname>Event</surname>
          </string-name>
          , Kryvyi Rih, Ukraine, December
          <volume>27</volume>
          ,
          <year>2024</year>
          , volume
          <volume>3917</volume>
          <source>of CEUR Workshop Proceedings,</source>
        </mixed-citation>
      </ref>
      <ref id="ref134">
        <mixed-citation>
          <string-name>
            <surname>CEUR-WS</surname>
          </string-name>
          .org,
          <year>2024</year>
          , pp.
          <fpage>58</fpage>
          -
          <lpage>65</lpage>
          . URL: https://ceur-ws.
          <source>org/</source>
          Vol-
          <volume>3917</volume>
          /paper25.pdf. [97]
          <string-name>
            <given-names>T. A.</given-names>
            <surname>Vakaliuk</surname>
          </string-name>
          ,
          <string-name>
            <surname>S. I. Pochtoviuk</surname>
          </string-name>
          ,
          <article-title>Analysis of tools for the development of augmented reality</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref135">
        <mixed-citation>
          technologies, in: S. H.
          <string-name>
            <surname>Lytvynova</surname>
            ,
            <given-names>S. O.</given-names>
          </string-name>
          <string-name>
            <surname>Semerikov</surname>
          </string-name>
          (Eds.),
          <source>Proceedings of the 4th International</source>
        </mixed-citation>
      </ref>
      <ref id="ref136">
        <mixed-citation>
          <string-name>
            <surname>Workshop</surname>
          </string-name>
          on Augmented Reality in Education (AREdu
          <year>2021</year>
          ), Kryvyi Rih, Ukraine, May
          <volume>11</volume>
          ,
        </mixed-citation>
      </ref>
      <ref id="ref137">
        <mixed-citation>
          <year>2021</year>
          , volume
          <volume>2898</volume>
          <source>of CEUR Workshop Proceedings, CEUR-WS.org</source>
          ,
          <year>2021</year>
          , pp.
          <fpage>119</fpage>
          -
          <lpage>130</lpage>
          . URL: https:
        </mixed-citation>
      </ref>
      <ref id="ref138">
        <mixed-citation>
          //ceur-ws.
          <source>org/</source>
          Vol-
          <volume>2898</volume>
          /paper06.pdf. [98]
          <string-name>
            <given-names>N. O.</given-names>
            <surname>Zinonos</surname>
          </string-name>
          ,
          <string-name>
            <given-names>E. V.</given-names>
            <surname>Vihrova</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A. V.</given-names>
            <surname>Pikilnyak</surname>
          </string-name>
          ,
          <article-title>Prospects of Using the Augmented Reality for</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref139">
        <mixed-citation>
          <string-name>
            <surname>Kiv</surname>
            ,
            <given-names>V. N.</given-names>
          </string-name>
          <string-name>
            <surname>Soloviev</surname>
          </string-name>
          (Eds.),
          <source>Proceedings of the 1st International Workshop on Augmented Reality</source>
        </mixed-citation>
      </ref>
      <ref id="ref140">
        <mixed-citation>
          <source>in Education, Kryvyi Rih, Ukraine, October</source>
          <volume>2</volume>
          ,
          <year>2018</year>
          , volume
          <volume>2257</volume>
          <source>of CEUR Workshop Proceedings,</source>
        </mixed-citation>
      </ref>
      <ref id="ref141">
        <mixed-citation>
          <string-name>
            <surname>CEUR-WS</surname>
          </string-name>
          .org,
          <year>2018</year>
          , pp.
          <fpage>87</fpage>
          -
          <lpage>92</lpage>
          . URL: https://ceur-ws.
          <source>org/</source>
          Vol-
          <volume>2257</volume>
          /paper10.pdf. [99]
          <string-name>
            <given-names>O. O.</given-names>
            <surname>Lavrentieva</surname>
          </string-name>
          ,
          <string-name>
            <given-names>I. O.</given-names>
            <surname>Arkhypov</surname>
          </string-name>
          ,
          <string-name>
            <given-names>O. P.</given-names>
            <surname>Krupski</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D. O.</given-names>
            <surname>Velykodnyi</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S. V.</given-names>
            <surname>Filatov</surname>
          </string-name>
          , Methodology
        </mixed-citation>
      </ref>
      <ref id="ref142">
        <mixed-citation>
          <article-title>transport industry</article-title>
          , in: O.
          <string-name>
            <given-names>Y.</given-names>
            <surname>Burov</surname>
          </string-name>
          ,
          <string-name>
            <surname>A. E.</surname>
          </string-name>
          Kiv (Eds.),
          <source>Proceedings of the 3rd International Workshop</source>
        </mixed-citation>
      </ref>
      <ref id="ref143">
        <mixed-citation>
          <article-title>on Augmented Reality in Education, Kryvyi Rih</article-title>
          , Ukraine, May
          <volume>13</volume>
          ,
          <year>2020</year>
          , volume
          <volume>2731</volume>
          <source>of CEUR</source>
        </mixed-citation>
      </ref>
      <ref id="ref144">
        <mixed-citation>
          <string-name>
            <given-names>Workshop</given-names>
            <surname>Proceedings</surname>
          </string-name>
          , CEUR-WS.org,
          <year>2020</year>
          , pp.
          <fpage>143</fpage>
          -
          <lpage>162</lpage>
          . URL: https://ceur-ws.
          <source>org/</source>
          Vol-
          <volume>2731</volume>
          /
        </mixed-citation>
      </ref>
      <ref id="ref145">
        <mixed-citation>
          paper07.pdf. [100]
          <string-name>
            <given-names>R. O.</given-names>
            <surname>Tarasenko</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S. M.</given-names>
            <surname>Amelina</surname>
          </string-name>
          ,
          <string-name>
            <given-names>Y. M.</given-names>
            <surname>Kazhan</surname>
          </string-name>
          ,
          <string-name>
            <given-names>O. V.</given-names>
            <surname>Bondarenko</surname>
          </string-name>
          ,
          <article-title>The use of AR elements in</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref146">
        <mixed-citation>
          <source>the 3rd International Workshop on Augmented Reality in Education</source>
          , Kryvyi Rih, Ukraine, May
        </mixed-citation>
      </ref>
      <ref id="ref147">
        <mixed-citation>
          13,
          <year>2020</year>
          , volume
          <volume>2731</volume>
          <source>of CEUR Workshop Proceedings, CEUR-WS.org</source>
          ,
          <year>2020</year>
          , pp.
          <fpage>129</fpage>
          -
          <lpage>142</lpage>
          . URL:
        </mixed-citation>
      </ref>
      <ref id="ref148">
        <mixed-citation>
          https://ceur-ws.
          <source>org/</source>
          Vol-
          <volume>2731</volume>
          /paper06.pdf. [101]
          <string-name>
            <given-names>O. B.</given-names>
            <surname>Petrovych</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A. P.</given-names>
            <surname>Vinnichuk</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V. P.</given-names>
            <surname>Krupka</surname>
          </string-name>
          ,
          <string-name>
            <given-names>I. A.</given-names>
            <surname>Zelenenka</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A. V.</given-names>
            <surname>Voznyak</surname>
          </string-name>
          , The usage of
        </mixed-citation>
      </ref>
      <ref id="ref149">
        <mixed-citation>
          <article-title>and literature</article-title>
          , in: S. H.
          <string-name>
            <surname>Lytvynova</surname>
            ,
            <given-names>S. O.</given-names>
          </string-name>
          <string-name>
            <surname>Semerikov</surname>
          </string-name>
          (Eds.),
          <source>Proceedings of the 4th International</source>
        </mixed-citation>
      </ref>
      <ref id="ref150">
        <mixed-citation>
          <string-name>
            <surname>Workshop</surname>
          </string-name>
          on Augmented Reality in Education (AREdu
          <year>2021</year>
          ), Kryvyi Rih, Ukraine, May
          <volume>11</volume>
          ,
        </mixed-citation>
      </ref>
      <ref id="ref151">
        <mixed-citation>
          <year>2021</year>
          , volume
          <volume>2898</volume>
          <source>of CEUR Workshop Proceedings, CEUR-WS.org</source>
          ,
          <year>2021</year>
          , pp.
          <fpage>315</fpage>
          -
          <lpage>333</lpage>
          . URL: https:
        </mixed-citation>
      </ref>
      <ref id="ref152">
        <mixed-citation>
          //ceur-ws.
          <source>org/</source>
          Vol-
          <volume>2898</volume>
          /paper17.pdf. [102]
          <string-name>
            <given-names>V. V.</given-names>
            <surname>Babkin</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V. V.</given-names>
            <surname>Sharavara</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V. V.</given-names>
            <surname>Sharavara</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V. V.</given-names>
            <surname>Bilous</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A. V.</given-names>
            <surname>Voznyak</surname>
          </string-name>
          , S. Y. Kharchenko,
        </mixed-citation>
      </ref>
      <ref id="ref153">
        <mixed-citation>
          <article-title>and student research work</article-title>
          , in: S. H.
          <string-name>
            <surname>Lytvynova</surname>
            ,
            <given-names>S. O.</given-names>
          </string-name>
          <string-name>
            <surname>Semerikov</surname>
          </string-name>
          (Eds.),
          <source>Proceedings of the 4th</source>
        </mixed-citation>
      </ref>
      <ref id="ref154">
        <mixed-citation>
          <source>International Workshop on Augmented Reality in Education (AREdu</source>
          <year>2021</year>
          ), Kryvyi Rih, Ukraine,
        </mixed-citation>
      </ref>
      <ref id="ref155">
        <mixed-citation>
          <source>May 11</source>
          ,
          <year>2021</year>
          , volume
          <volume>2898</volume>
          <source>of CEUR Workshop Proceedings, CEUR-WS.org</source>
          ,
          <year>2021</year>
          , pp.
          <fpage>255</fpage>
          -
          <lpage>268</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref156">
        <mixed-citation>
          URL: https://ceur-ws.
          <source>org/</source>
          Vol-
          <volume>2898</volume>
          /paper14.pdf. [103]
          <string-name>
            <given-names>S. P.</given-names>
            <surname>Palamar</surname>
          </string-name>
          ,
          <string-name>
            <given-names>G. V.</given-names>
            <surname>Bielienka</surname>
          </string-name>
          ,
          <string-name>
            <given-names>T. O.</given-names>
            <surname>Ponomarenko</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L. V.</given-names>
            <surname>Kozak</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L. L.</given-names>
            <surname>Nezhyva</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A. V.</given-names>
            <surname>Voznyak</surname>
          </string-name>
          ,
        </mixed-citation>
      </ref>
      <ref id="ref157">
        <mixed-citation>
          <source>of the 4th International Workshop on Augmented Reality in Education (AREdu</source>
          <year>2021</year>
          ), Kryvyi
        </mixed-citation>
      </ref>
      <ref id="ref158">
        <mixed-citation>
          <string-name>
            <surname>Rih</surname>
          </string-name>
          , Ukraine, May
          <volume>11</volume>
          ,
          <year>2021</year>
          , volume
          <volume>2898</volume>
          <source>of CEUR Workshop Proceedings, CEUR-WS.org</source>
          ,
          <year>2021</year>
          , pp.
        </mixed-citation>
      </ref>
      <ref id="ref159">
        <mixed-citation>
          334-
          <fpage>350</fpage>
          . URL: https://ceur-ws.
          <source>org/</source>
          Vol-
          <volume>2898</volume>
          /paper18.pdf. [104]
          <string-name>
            <given-names>D. A.</given-names>
            <surname>Karnishyna</surname>
          </string-name>
          ,
          <string-name>
            <given-names>T. V.</given-names>
            <surname>Selivanova</surname>
          </string-name>
          ,
          <string-name>
            <given-names>P. P.</given-names>
            <surname>Nechypurenko</surname>
          </string-name>
          ,
          <string-name>
            <given-names>T. V.</given-names>
            <surname>Starova</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V. G.</given-names>
            <surname>Stoliarenko</surname>
          </string-name>
          , The use of
        </mixed-citation>
      </ref>
      <ref id="ref160">
        <mixed-citation>
          <article-title>using the mobile application Blippar</article-title>
          ,
          <source>Journal of Physics: Conference Series</source>
          <volume>2288</volume>
          (
          <year>2022</year>
          )
          <fpage>012018</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref161">
        <mixed-citation>
          <source>doi:10</source>
          .1088/
          <fpage>1742</fpage>
          -6596/2288/1/012018. [105]
          <string-name>
            <given-names>T. H.</given-names>
            <surname>Kramarenko</surname>
          </string-name>
          ,
          <string-name>
            <given-names>O. S.</given-names>
            <surname>Pylypenko</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M. V.</given-names>
            <surname>Moiseienko</surname>
          </string-name>
          , Enhancing mathematics education with
        </mixed-citation>
      </ref>
      <ref id="ref162">
        <mixed-citation>
          <article-title>GeoGebra and augmented reality</article-title>
          , in: S. O.
          <string-name>
            <surname>Semerikov</surname>
            ,
            <given-names>A. M.</given-names>
          </string-name>
          <string-name>
            <surname>Striuk</surname>
          </string-name>
          (Eds.),
          <source>Proceedings of the 6th</source>
        </mixed-citation>
      </ref>
      <ref id="ref163">
        <mixed-citation>
          <source>International Workshop on Augmented Reality in Education (AREdu</source>
          <year>2023</year>
          ), Kryvyi Rih, Ukraine,
        </mixed-citation>
      </ref>
      <ref id="ref164">
        <mixed-citation>
          <source>May 17</source>
          ,
          <year>2023</year>
          , volume
          <volume>3844</volume>
          <source>of CEUR Workshop Proceedings, CEUR-WS.org</source>
          ,
          <year>2023</year>
          , pp.
          <fpage>117</fpage>
          -
          <lpage>126</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref165">
        <mixed-citation>
          URL: https://ceur-ws.
          <source>org/</source>
          Vol-
          <volume>3844</volume>
          /paper03.pdf. [106]
          <string-name>
            <surname>A. M. Tanim</surname>
            ,
            <given-names>H.</given-names>
          </string-name>
          <string-name>
            <surname>Saria</surname>
            ,
            <given-names>M. F.</given-names>
          </string-name>
          <string-name>
            <surname>Hossain</surname>
            ,
            <given-names>N.</given-names>
          </string-name>
          <string-name>
            <surname>Mansoor</surname>
            , Dr. FANS:
            <given-names>A Decentralized</given-names>
          </string-name>
          <string-name>
            <surname>Micro-credential</surname>
          </string-name>
          Ver-
        </mixed-citation>
      </ref>
      <ref id="ref166">
        <mixed-citation>
          <article-title>ification System Towards Higher Qualifications</article-title>
          , in: 2025 International Conference on Electrical,
        </mixed-citation>
      </ref>
      <ref id="ref167">
        <mixed-citation>
          <string-name>
            <surname>Computer</surname>
          </string-name>
          and Communication Engineering (ECCE),
          <year>2025</year>
          , pp.
          <fpage>1</fpage>
          -
          <lpage>6</lpage>
          . doi:
          <volume>10</volume>
          .1109/ECCE64574.
        </mixed-citation>
      </ref>
      <ref id="ref168">
        <mixed-citation>
          <year>2025</year>
          .
          <volume>11013113</volume>
          . [107]
          <string-name>
            <given-names>N.</given-names>
            <surname>Lobanchykova</surname>
          </string-name>
          ,
          <string-name>
            <given-names>T. A.</given-names>
            <surname>Vakaliuk</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D.</given-names>
            <surname>Zakharov</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V. L.</given-names>
            <surname>Levkivskyi</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V.</given-names>
            <surname>Osadchyi</surname>
          </string-name>
          , Features of Using
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>