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<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Assessment of the Level of Information Provision to Residents of Territorial Communities about the Activity of Local Government Bodies in the Era of Digitalization</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Maryana Gvozd</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Oleg Sorochak</string-name>
          <email>oleh.z.sorochak@lpnu.ua</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Kateryna Protsak</string-name>
          <email>kateryna.v.protsak@lpnu.ua</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Yaroslav Kis</string-name>
          <email>yaroslav.p.kis@lpnu.ua</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>L'viv Polytechnic National University</institution>
          ,
          <addr-line>Stepana Bandery St. 12, 79013 Lviv</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>1866</year>
      </pub-date>
      <abstract>
        <p>The research proposes a methodology for assessing the level of informing the residents of territorial communities by local self-government bodies about their activity, which is based on the theory of fuzzy sets. It is investigated whether the residents of the community consider the methods of informing about the activity of their local self-government bodies which are most often used to be convenient. The basis of the research was a sociological survey within the framework of the project “Information asymmetry in the interaction of local self-government bodies and the residents of rural areas: analysis of the causes of occurrence and ways to overcome them”, which was implemented with the financial support of the Konrad Adenauer Foundation (Germany, 20212022), where the theme of the efficiency of informing the residents of rural communities was considered. The survey was conducted using questionnaires among the residents of rural areas in eight territorial communities in the Southern, Central, and Western regions of Ukraine. The error of representativeness is ±5.2%. The final sample consisted of 3,018 people (residents older than 14 years), the average age in the entire sample was 42.9 years, (min = 14 years; max = 84 years), and women made up 52.05%. The results showed that the level of informing the residents of the local government with the administrative center in the village is 84% average and 16% high, and the level of informing the residents of the local government with the administrative center in the city is 100% average. Also, the results of the research showed that local self-government bodies use those methods of informing community residents about their activity that are quite convenient for the latter.</p>
      </abstract>
      <kwd-group>
        <kwd>1 Local self-government bodies</kwd>
        <kwd>residents of rural areas</kwd>
        <kwd>a theory of fuzzy sets</kwd>
        <kwd>information support</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>The era of digitalization, which is characterized by the rapid development of the digital
transformation of society, has contributed to the development of a wide variety of communication tools
and methods of information dissemination. After all, information plays an extremely important role in
the modern world, and modern means of communication make it possible to quickly convey information
to a wide range of target audiences. The COVID-19 pandemic, and later the war in Ukraine,
demonstrated the importance of information provision with the help of modern digital means of
communication [1]. The importance of the problem has also been demonstrated for the information
support of the activity of local self-government bodies. Still, today, in the conditions created by the
Decentralization reform in Ukraine, the issue of informing residents of territorial communities by local
self-government bodies about their activity is becoming more and more practical. After all, the transfer
of powers from the state government to local self-government bodies implies the possibility for the
latter to make critically important decisions regarding the development of the community and manage
its finances. This necessitates the delivery of appropriate information to the residents of the community
to remove all issues of the shadow economy, which violates the trust of the residents [2]. Yet, local
selfgovernment bodies and officials are accountable, controlled, and responsible to the residents of their
territorial communities. They must periodically, but not less than twice a year, inform the population
about the implementation of socio-economic and cultural development programs, the local budget, on
other matters of local importance, and report to the residents of territorial communities about their
activity.</p>
      <p>In the modern information society, the practice of e-governance is rapidly spreading and is being
established as a way of organizing government activity with the help of internal and external
information networks, which significantly increases the quality of the information policy of the local
government and contributes to better information provision to community residents. Electronic
governance ensures the functioning of government bodies in real-time (online), as well as provides
people with easy access to the information and services they need, regardless of physical distance and
the time of day. Ideally, e-government can ensure that citizens receive administrative services 24 hours
a day, seven days a week, without walking away from their personal computers.</p>
      <p>In turn, the satisfaction of the residents of a territorial community with the quality of informing by
local self-government bodies creates strong communication and stimulates the desire of residents to
participate in the active life of the community [3]. In particular, if LSGBs publish important data, such
as community development, health care, education, recreation, crime, and interesting stories about its
citizens, this creates trust among citizens. In the course of this issue, it is necessary to emphasize the
important role of information and communication technologies as tools for strengthening
communication between the local self-government body and the residents of the community, because
it allows reporting information to different categories of residents in different ways [4].</p>
      <p>Close two-way communication between the residents of the territorial community and the local
selfgovernment body is an extremely important tool that makes it possible to develop rural areas in new
directions with an innovative approach. Considering the fact that the objects of critical attention from
the local government in the context of their information policy get more attention from the public, this
information must be objective, complete, reliable, and submitted on time. The information about the
activity of local self-government bodies can be obtained by mass media from these bodies directly or
through their information services or be collected by mass media employees.</p>
      <p>The problem of assessing the level of informing the residents of territorial communities by local
self-government bodies on their activity is becoming more and more relevant among scientists and
practitioners today, since it is in the process of assessment that the level of informing residents is
determined as a reference point for making relevant decisions by local self-government bodies
regarding the improvement of their information and communication policy, in particular methods and
ways of informing.</p>
      <p>The purpose of the research is to assess the level of informing the residents of territorial communities
by local self-government bodies about their activity and to determine residents’ satisfaction with the
methods of informing them.</p>
      <p>The main tasks for achieving the goal set in the research are:
 to propose a methodology for assessing the level of informing the residents of territorial
communities by local self-government bodies about their activity;
 to assess the level of informing the residents of territorial communities by local self-government
bodies about their activity and to investigate whether the level of informing the residents by
local self-government bodies with an administrative center in the village and the city is the
same;
 to determine whether the residents of the community consider the methods of informing that
are used by local self-government bodies to be convenient.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Related Works</title>
      <p>Studying the professional literature on the issues of communication between local self-government
bodies and residents, in particular, determining the methods of informing and assessing their level, it
should be noted that the issue is characterized by a high level of publication activity of both domestic
and foreign scientists and practitioners. This indicates their growing interest in the development of
theoretical and practical aspects of this research and substantiates its growing relevance for modern
society. However, each of the authors directs their vector of attention to the research of various narrow
issues of this theme. In particular, author [5] believes that the development of society and information
technologies, and globalization require more intensive communication of the community with local
authorities. The subject of such communication is the discussion of the budget, various capital projects,
the drafting of municipal acts, the development of partnerships between local authorities and residents,
and direct communication with residents to form trusting and constructive relations between residents
and local authorities. High-quality communication affects the elimination of various barriers, shortens
geographical distances, and strengthens social cohesion. The research shows that the use of various
communication channels, including social networks, leads to greater inclusiveness, but on the other
hand, they can be dangerous due to the possibility of hacking or misinformation. The issue of the use
of digital communication tools by territorial communities and their impact on improving the quality of
public services is disclosed in the publications of scientists [3, 4, 6]. In the area of this issue, the results
of the research demonstrate that the use of information and communication technologies by residents
of rural areas significantly affects the possibilities of community development [7]. The well-being of a
rural community depends on the initiative and organization of the people who live there, and their ability
to develop ideas, find resources, manage decision-making processes, and implement social innovations
[8]. The residents of such communities always prefer high-quality communication and use various
methods of obtaining information from local self-government bodies (LSGBs). While developing this
issue, the research [9] examines the impact of the Internet in rural areas on the interaction between
residents. In particular, how the Internet use by young people living in rural areas affects their
community participation and social capital. The results suggest that Internet use helps rural residents to
spread information about local events and maintain social relationships. At the same time, the use of
the Internet by young people living in villages is an impetus to change their place of residence, giving
preference to cities.</p>
      <p>High-quality communication and timely informing the residents of different communities by the
government or local authorities is especially important in crisis conditions [10], also during the
COVID19 pandemic [11]. This led to a greater spread of information technologies in society, in particular in
the public sector and local self-government bodies. After all, social information technologies improve
the interaction of the government and local authorities with residents, as they offer numerous
opportunities for quick information provision, increase transparency and trust, create new forms of the
participation of residents and involve them in solving public issues, as well as improve inter- and
intraorganizational cooperation [12].</p>
      <p>In European countries, the functions and spheres of influence of local self-government bodies differ
[13], and this leads to a different approach to conducting their communication policy. Local
selfgovernment bodies should implement various forms of social dialogue, actively promoting the
involvement of citizens in the fulfillment of social tasks of the community [14].</p>
      <p>The research of practical aspects showed that the development of a communication strategy for local
self-government bodies is effective. The implementation of measures within the framework of such a
strategy increases the level of their interaction with citizens. A communication strategy allows for
covering different segments of citizens, choosing the most appropriate communication channels, and
improving communication with residents in crisis situations [15]. However, on the other hand, all these
factors are limited by the size of the municipality and the financial resources allocated for
communication.</p>
    </sec>
    <sec id="sec-3">
      <title>3. Methods / Methods and Materials</title>
      <p>The information base was a sociological survey as part of the project "Information asymmetry in the
interaction of local self-government bodies and residents of rural areas: analysis of the causes of
occurrence and ways to overcome it," which was implemented with the financial support of the Konrad
Adenauer Foundation (Germany, 2021-2022). The survey conducts by using the questionnaire method
among residents of rural areas in eight territorial communities in the Southern, Central, and Western
regions of Ukraine. The error of representativeness is ±5.2%. The final sample was 3018 people
(residents over 14 years old).</p>
      <p>A fuzzy set theory was used to analyze the results of questioning and find the resulting assessment.
A five-level fuzzy 01-classifier built on 01-carrier was applied, which allowed describing five values
of the linguistic variable.</p>
      <p>The essence of the five-level fuzzy 01-classifier is that if nothing is known about the indicator,
except that it can take any values within the 01-carrier, and it is necessary to make an association
between the qualitative and quantitative evaluations of the indicator, then the proposed classifier makes
this is with maximum credibility. At the same time, the sum of all membership functions for any xi equal
to one, which indicates the consistency of the classifier.</p>
      <p>Since to assess the level of informing residents of territorial communities by local self-government
bodies, a linguistic variable was used in the questionnaire, which can take five values: "Very poorly
informed", "Badly informed", "Mediocre", "Well informed" and "Very well informed", then it is
advisable to use the theory of fuzzy sets to find the resulting estimate.</p>
      <p>For the convolution of the respondents' Answer Choices, we will use the five-level fuzzy
01classifier, which is built on the 01-carrier and allows us to describe the five values of the linguistic
variable given above. To describe subsets of the values of the linguistic variable "Information level of
residents", we will use a system of five trapezoidal membership functions:</p>
      <p>In formulas (1), xi is the 01-carrier, and the membership functions built on the basis of this system
are shown in Figure 1.
 i2</p>
      <p>The nodal points of the standard five-level fuzzy 01-classifier j are, on the one hand, the abscissas
of the maxima of the corresponding membership functions on the 01-carrier, and, on the other hand,
they are uniformly distant from each other on the 01-carrier and are symmetric with respect to the nodal
point 0.5, and these are the points 0.1; 0.3; 0.5; 0.7; 0.9. These points act as weights when aggregating
the system of indicators at the level of their quality states. Thus, nodal points reduce a set of
nonstandard classifiers (with their asymmetrically located nodal points) to a single classifier of a standard
form, with a simultaneous transition from a set of non-standard carriers of individual factors to the
standard 01 carrier.</p>
      <p>The resulting quantitative assessment of the level of informing residents of territorial communities
by local self-government bodies will be carried out according to the following convolution formula:
5
 =0
 = ∑     (  )  ,
(2)
where   are nodal points of a standard five-level fuzzy 01-classifier;   (  ) is the value of the
membership function of the j-th qualitative level relative to the current value of the i-th basic indicator;
  is the share of respondents who gave the i-th answer option  = ⃗1⃗⃗,⃗⃗⃗ , where n is the number of
surveyed respondents.</p>
    </sec>
    <sec id="sec-4">
      <title>4. Experiment and Results</title>
      <p>To determine the level of informing residents by local self-government bodies, a question was used,
the answer options for which are presented on a Likert scale. The questionnaire results are shown in
Table 1.
For the results of the survey given in the Table 1 calculations will look like this:</p>
      <p>g = 0.9×0.1388+0.7×0.2922+0.5×0.3472+0.3×0.1713+0.1×0.0504 = 0.559.</p>
      <p>To recognize the level of informing residents of territorial communities by local self-government
bodies, we will use the same standard five-level fuzzy 01 classifier. The rule for recognizing the
parameter G "Level of informing residents" based on the value of the generalizing indicator g calculated
according to formula (2) is presented in the Table 2.</p>
      <p>Since the calculated value of the generalizing indicator g = 0.559 falls in the range of 0.55 g &lt; 0.65,
then the level of informing residents is 91% average (3 = 10 (0.65 - 0.559) = 0.91) and 9% high (4
= 1 – 0.91 = 0.09).</p>
      <p>The results of a survey of residents with an administrative center in a village/ regarding the level of
informing are presented in Table 3.</p>
      <sec id="sec-4-1">
        <title>Communities, with the</title>
        <p>administrative center in the city</p>
        <p>Similarly to the methodology described above, we evaluate the level of informing residents with the
administrative center in the village/city.</p>
        <p>For the results of the survey given in the Table 3 calculations will look like this:
gv = 0.9×0.1331+0.7×0.3229+0.5×0.3396+0.3×0.1509+0.1×0.0535 = 0.566.
gc = 0.9×0.1486+0.7×0.2396+0.5×0.3604+0.3×0.2063+0.1×0.0450 = 0.548.</p>
        <p>Since the calculated value of the generalizing indicator gv = 0.566 falls in the range of 0.55  g &lt;
0.65, then the level of informing residents with an administrative center in the village is 84% average
(3 = 10 (0.65 - 0.566) = 0.84) and 16% high (4 = 1 – 0.84 = 0.16). The value of gc = 0.548 falls in
the range of 0.45  g &lt; 0.55, and therefore, the level of informing residents with an administrative center
in the city is 100% average (3 = 1).</p>
        <p>The results of calculations indicate a somewhat lower level of informing residents by local
selfgovernment bodies with an administrative center in the city compared to residents of communities
whose administrative center is located in a village. This is confirmed by the research that claims that
the size of a settlement or its administrative status does not influence the formation of residents’
relations with local authorities. However, it is proven that rural residents have stronger relationships
and interactions with each other, which also affects communication and ways of informing [16].
For the results of the survey given in the Table 4 calculations will look like this:</p>
        <p>Since the calculated value of the generalizing indicator ga = 0.65 falls in the range of 0.65  g &lt; 0.75,
then the level of informing residents living in the administrative center of the community is 100% high
(4 = 1). The value of gna = 0.545 falls in the range of 0.45  g &lt; 0.55, and therefore, the level of
informing residents who live in the settlement – not the administrative center of the community, is 100%
average (3 = 1).</p>
        <p>The results of calculations indicate a higher level of informing residents by local self-government
bodies, who live in the administrative center of the community, compared to residents who live in a
settlement that is not an administrative center, which was to be expected. The activity of community
residents to use certain methods of information, such as sites, pages in social networks, or bulletin
boards, also depends on the quality and frequency of updates by local self-government bodies. So, for
example, the research claims [20] that a significant part of communities in Ukraine do not update news
on the website and social media pages and networks on time, in rural communities their share reaches
52%. Updating community websites depends on the human and financial resources of local
selfgovernment bodies. Also, in rural communities, a low level of digital literacy of local self-government
bodies is observed.</p>
      </sec>
      <sec id="sec-4-2">
        <title>Ways of informing residents about the activities of territorial community authorities, which are most</title>
        <p>often used by the local self-government body/which residents consider the most convenient</p>
      </sec>
      <sec id="sec-4-3">
        <title>It is used by the local</title>
      </sec>
      <sec id="sec-4-4">
        <title>Residents consider it Calculated self-government body the most convenient data</title>
      </sec>
      <sec id="sec-4-5">
        <title>Number of responses</title>
      </sec>
      <sec id="sec-4-6">
        <title>Share of responses (dj)</title>
      </sec>
      <sec id="sec-4-7">
        <title>Number of responses</title>
      </sec>
      <sec id="sec-4-8">
        <title>Share of</title>
        <p>responses |  −   |</p>
      </sec>
      <sec id="sec-4-9">
        <title>Ways of informing residents about the activities of territorial community authorities (Answer Choices)</title>
      </sec>
      <sec id="sec-4-10">
        <title>Meetings/meetings of council representatives/deputies, elders /communal services with community residents</title>
        <p>ones</p>
      </sec>
      <sec id="sec-4-11">
        <title>Bulletin boards, including electronic</title>
      </sec>
      <sec id="sec-4-12">
        <title>Leaders of religious or public</title>
        <p>organizations, street committees,
condominiums, youth councils, etc.</p>
      </sec>
      <sec id="sec-4-13">
        <title>Mass media (e.g., local newspaper,</title>
        <p>online publication, radio, TV)</p>
      </sec>
      <sec id="sec-4-14">
        <title>The official website of the territorial community council</title>
      </sec>
      <sec id="sec-4-15">
        <title>Social networks (Facebook,</title>
      </sec>
      <sec id="sec-4-16">
        <title>Instagram, etc.)</title>
      </sec>
      <sec id="sec-4-17">
        <title>Messenger group (Viber, Telegram, etc.)</title>
      </sec>
      <sec id="sec-4-18">
        <title>YouTube channel</title>
      </sec>
      <sec id="sec-4-19">
        <title>Other ways Result 1162 766</title>
        <p>611
992
1227
1821
331
36
19
6965
two features is calculated according to the formula:
1
2</p>
        <p>= =1
 = 1 −</p>
        <p>∑ |  −   |,
where   ,   – respectively, the shares of structures of two distributions of objects or features.</p>
        <p>If the structures are the same, P = 1. The greater the deviations of the structures, the smaller the
value of the P coefficient.</p>
        <p>According to the results obtained during the survey (see Table 5), the coefficient of similarity of the
structures of respondents' answers is equal to:</p>
        <p>Therefore, the structures of the answers are quite close, which indicates that local self-government
bodies use methods of informing community residents about their activities, which are quite convenient
for the latter. It means that local self-government bodies monitor the needs of residents, know their
preferences, and try to use exactly those communication channels that are convenient for them.
(dk)</p>
      </sec>
    </sec>
    <sec id="sec-5">
      <title>5. Discussions</title>
      <p>The research results show that current residents of territorial communities are active and want to
participate in the life of their community, to join in solving local problems that affect their living in the
community, for this they need reliable communication channels and quality communication. This is
confirmed by the research of scientists who claim that local authorities should be open to residents and
their needs; they should timely and fully inform about current activity and the transparency of their
implementation, as well as receive feedback from residents. Modern residents are becoming more
demanding and claim their rights. They become more aware of their needs and competencies, are
selfconfident, and know how to use their knowledge and experience, so they expect special communication
and appropriate information provision [17].</p>
      <p>Local governments must realize that even attractive and professionally presented information will
not be accepted by residents if the services they provide do not meet their needs and expectations.</p>
      <p>The research revealed that residents are better informed in the village than in the city. However, it
is necessary to pay attention to the quality of information. After all, according to the scientists [18],
rural municipalities have a more characteristic “top-down” model of communication, which is often
based on power relations and is one-sided and formal. Therefore, research aimed at understanding the
government, and the communication of citizens with prevailing horizontal relationships will be able to
turn communication into an effective tool that will help establish trust in the government and increase
the participation of citizens in decision-making.</p>
      <p>When researching ways to inform residents about the activity of local community authorities, it was
found that the most convenient for residents are communications in social networks, the meetings of
community residents with the representatives of local authorities, and local media. This correlates with
the research [17], where as a result of the survey it was found that personal contact is the most important
for residents of rural communities, and an important source of communication is the free press – a local
newspaper that contains all current information, as well as a systematically updated website of the
settlement. Social networks also play a special communicative role.</p>
      <p>The research shows that local self-government bodies are more inclined to introduce innovations in
external communications, and internal communication in the community is considered less important.
Insufficient feedback and an incorrectly chosen channel are invisible, but neglecting this leads to poor
communication with residents [19].</p>
      <p>In recent years, burdened by the impact of the pandemic, the active phase of the Russian war has
also made adjustments to the information and communication aspect of local self-government bodies
and community residents. After all various types of messengers have gained active development; in
particular, various groups and communication channels (Viber, Telegram) quickly began to be created.
Most of the local authorities quickly respond to today’s challenges and create or improve their official
Facebook pages, community websites, and groups in various messengers. Theoretically, this has
activated information and communication activity, making it possible to quickly convey information to
residents about important issues or needs of the community, the feedback from community residents is
also effectively provided. However, in practice, this has created new risks, in particular, the appearance
of false information, and overloading with all kinds of unnecessary or oppressive information. It was
the active development of various communication channels that became an effective tool for spreading
fakes and provoking an information imbalance in the community, especially in wartime conditions.
Among the reasons for this situation, it is the emergence of a large number of new telegram channels
in localities, which, in particular, are created by the residents themselves, and, in conditions of low
media literacy, are filled with information from unreliable sources, negative comments and outright
fakes [20]. Therefore, the task of local authorities, local journalists, and activists is to spread media
awareness, and increase the level of “informational hygiene” of residents, increase trust in reliable and
official channels of communication.</p>
      <p>Local self-government quickly responds to the challenges of martial law in the field of informing
and engaging community residents, since the lives and safety of people in communities often depended
on it. They created new or strengthened existing communication channels to deliver socially necessary
information under martial law conditions (for example, information about humanitarian corridors, the
delivery of humanitarian aid, etc.), and began to respond to disinformation and manipulation. At the
same time, the strengthened measures of information security led to the concealment by the authorities
of a part of socially important information about their activity that does not concern the defense
capability and does not threaten territorial integrity. Therefore, LSGBs should carefully review the
policy of access to public information, taking into account the clarifications and recommendations of
the Office of the Commissioner for Human Rights, and experts [21].</p>
    </sec>
    <sec id="sec-6">
      <title>6. Conclusions</title>
      <p>In today’s conditions and the rapid development of information technologies, the issue of timely
dissemination of information is extremely relevant, in particular for local self-government bodies in the
area of their information provision to community residents. A wide range of means of communication
available today makes it difficult to choose the right way of informing community residents about the
activity of the local self-government body, which would be the most convenient for them. Such
prerequisites created the need to assess the level of informing community residents by local
selfgovernment bodies.</p>
      <p>The work proposes a methodology for assessing the level of informing the residents of territorial
communities by local self-government bodies about their activity, which was based on the theory of
fuzzy sets and was tested on the residents of rural areas in eight territorial communities in the Southern,
Central, and Western regions of Ukraine. The survey was conducted by the questionnaire method. The
error of representativeness is ±5.2%. The final sample consisted of 3,018 people (residents older than
14 years), the average age in the entire sample was 42.9 years, (min = 14 years; max = 84 years), and
women made up 52.05%.</p>
      <p>The results showed that the level of informing the residents with the administrative center in the
village is 84% average and 16% high, and the level of informing the residents with the administrative
center in the city is 100% average.</p>
      <p>Also, the results of the research showed that local self-government bodies use those methods of
informing community residents about their activity that are quite convenient for the latter. So, the
authors have achieved the goal, and the task has been completed.</p>
      <p>This research has limitations; in particular, the remoteness of communities and their mobility are not
taken into account. The researched communities are relatively compactly located. However, there are
many rural communities that are geographically far from each other, including mountain communities.</p>
      <p>The results of the research will be useful to local self-government bodies in improving the
information policy of the community and to active researchers of the life of residents of rural areas.</p>
      <p>The prospects for further research can be of different vectors. They may refer to the study of the
intensity of use of various communication channels by different segments of residents; their change in
the process of the development of digitalization is considered. A separate direction may lie in the
application of the latest IT tools and technologies to the activity of local gover nment.</p>
    </sec>
    <sec id="sec-7">
      <title>7. References</title>
      <p>[1] L. Halkiv, O. Karyy, I. Kulyniak, Y. Kis, A. Tsapulych, A., The national system of higher
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