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    <article-meta>
      <title-group>
        <article-title>Ukraine on the Road to the European Digital Market: Status and Tools for Implementing the European Digital Economy and Society Index in Ukraine</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Andriy Semenchenko</string-name>
          <email>a.semenchenko@gmail.com</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Volodymyr Gurkovskyi</string-name>
          <email>v.gurkovskyi@gmail.com</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Yevhen Sydorenko</string-name>
          <email>v.sydorenko@ukr.net</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Stanislava Kudrenko</string-name>
          <email>stanislava.kudrenko@gmail.com</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Artem Polozhentsev</string-name>
          <email>apolozhentsev@gmail.com</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Romanenko</string-name>
          <email>ie.romanenko@npp.nau.edu.ua</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Viktoriia</string-name>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Institute of Senior Management of National Academy of Public Administration under the President of Ukraine</institution>
          ,
          <addr-line>20, Eugene Pothier Street, Kyiv, 03057</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>National Aviation University</institution>
          ,
          <addr-line>1, Liubomyr Huzar Ave. Kyiv, 03058</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>Successful development of the digital economy and society in any country requires appropriate public policy and public administration, which should be based on quality, reliable, accurate, timely, complete information, as well as the ability to compare their effectiveness and efficiency in other countries, including by applying international ratings and indices. The article analyzed the most famous rating indices. The relevance and necessity of implementing the digital economy and society index (DESI) in Ukraine is substantiated, and the main problems of its implementation are highlighted. The main prerequisites and organizational and legal mechanisms of its implementation are described. It has been proven that joining Ukraine to DESI will provide an opportunity to measure the state's own progress and reflect its objective place in world rankings. In addition, DESI information is extremely important and useful for attracting international investors and confirms the state's compliance with global trends and world challenges. The future work will be directed to experimental study of some DESI indicators and factors, that influence on these. It can be studied for both EU states and Ukraine as well as strategy for Ukraine can be created and implemented.</p>
      </abstract>
      <kwd-group>
        <kwd>11 Digital economy</kwd>
        <kwd>indices</kwd>
        <kwd>global indicators</kwd>
        <kwd>international rankings</kwd>
        <kwd>Digital Economy and Society Index (DESI)</kwd>
        <kwd>methodology</kwd>
      </kwd-group>
    </article-meta>
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  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>results of which can be an important factor and incentive to improve public policy and administration,
introduction of the best international experience.</p>
      <p>Among these global indicators, the most well-known and used are the following [1]:
 ICT Development Index (IDI);
 Digital Economy and Society Index (DESI);
 Digital Evolution Index (DEI);
 IMD World Digital Competitiveness Index (WDCI);
 Networked Readiness Index (NRI);
 BCG Economic Digitization Index (e-Intensity);
 Digital Adoption Index (DAI);
 Global Innovation Index (GII), etc.</p>
      <p>For the convenience of analysis, some experts divide these global indicators into two conditional
groups: the first group includes IDI, DESI and e-Intensity indicators, which have a greater social
focus and reflect the socio-economic integration of society and do not take into account the digital
transformation of business and industry, trade, etc., as well as the second group of indicators DEI,
WDCR and NRI, which to a greater extent combine institutional, economic and technological
indicators that reflect the development of regulatory and research base, the use of ICT in business and
information security [1].</p>
      <p>The popularity of the above digitization indices and the representation of Ukraine in them are
presented in the form of a table 1 [2]:
1. Digital Economy Index and society – DESI
2. Digital Evolution Index – DEI
3. Digital Adoption Index – DAI
4. ICT Development Index – IDI
5. Global Innovation Index – GII
6. Networked Readiness Index – NRI
7. Boston Consulting Group – e-Intensity
8. World Digital Competiveness Index – WDCI</p>
      <p>Improving the level of completeness and objectification of analysis, assessment, identification of
trends and forecasts of the country's development, as noted above, involves the integrated use of the
above indicators, especially in the formation and implementation of public policy in this area,
including the development of conceptual and strategic documents. According to Table 1, the
implementation of the DESI in Ukraine is considered the relevant and necessary. So, the purpose of
this article: to analyze Ukraine's readiness to implement of the DESI and to substantiate the
organizational and legal mechanism (scientific and methodological approaches) for its
implementation.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Implementation of DESI in Ukraine</title>
      <p>Despite the announced course for Ukraine's integration into the EU's single digital market, DESI,
which has been monitored by the European Commission since 2014 based on DESI and DEI reports,
was not popular in Ukraine until 2021.</p>
      <p>In addition, Ukraine was not represented in the reports and did not use them in the main strategic
and conceptual documents to measure its own progress in the field of digital productivity and to
compare with the economies of other countries.</p>
      <p>The situation has changed with the adoption and adoption in 2022 of two Laws of Ukraine "On
Electronic Communications" and "On the National Commission for State Regulation of Electronic
Communications, Radio Frequency Spectrum and Provision of Postal Services", which identifies the
need carrying out measurements by the regulatory body in the interests of forming the DESI Index.
The problem of implementation of the DESI Index in Ukraine has recently become more relevant in
connection with the possibility of accelerated accession of our country to the EU.</p>
      <p>According to a study conducted by international experts, the main problems of implementing the
DESI in Ukraine are highlighted:
 the national government statistical system does not currently provide all the statistics needed
for DESI;
 low quality of data collected;
 no government bodies responsible for digital performance monitoring and data collection for
DESI;
 no coordination between government agencies involved;
 data collected by other agencies except the State Statistics Service of Ukraine are not
considered statistics;
 there is no necessary financial, organizational, legal, methodological support [3].</p>
      <p>At the same time, Ukraine's participation in the formation and presented in these indices allows not
only to obtain an objective assessment of its place in global trends (Fig. 1), but is extremely important
information for international investors, confirming its commitment to the principles of openness and
transparency commitment.</p>
      <p>Participation in DESI will allow Ukraine to enter the digital single market, in particular to
harmonize its statistical system with EU standards and practices in accordance with Art. 355 and
Annex XXIX of the Association Agreement between Ukraine, of the one part, and the European
Union, the European Atomic Energy Community and their Member States, of the other part, to
identify areas where it lags behind, adjust its policies and improve governance, including by
"adopting a strategy for the development of electronic communications, the national plan for the
development of electronic broadband electronic communications networks, programs, concepts aimed
at achieving the goals and objectives set by law, as well as forecasts for the development of electronic
networks and services" [4].</p>
      <p>The main purpose of the DESI is to assess the progress of each country in achieving the goals of
the digital economy in the European Union and to monitor the state of digital development of
individual member states.</p>
      <p>The index analyzes 37 indicators from 5 sub-indexes (key sets), presented in Fig. 2:
 connectivity (connectivity / collectivity – study of deployment and use of fixed and mobile
broadband access),
 human capital (digital skills),
 use of Internet services by the population,
 integration of digital technologies by business,
 digital public services, which include ICT research and development as an additional sixth
set.</p>
      <p>The overall DESI index (max and min indicators amounts are presented in Fig. 3), calculated as
the weighted average of the five main dimensions of DESI: connectivity – 25%, digital skills – 25%,
Internet use – 15%, digital integration – 20% and public digital services – 15% (Fig. 4). The value of
each dimension reflects the priorities of EU digital policy. The dimensions of "Connectivity" and
"Human Capital" are considered the most relevant, as they represent the infrastructure of the digital
economy and society [3].</p>
      <p>Data for these six sets are collected from four main sources: households, enterprises, telecoms
regulators, data on digital government services and the ICT market (summarized from government
statistics and government). Based on them, since 2014, annual reports on the progress of digital
transformations in Europe are formed and published.</p>
      <p>The annual analysis of Eurostat data identifies priority areas of the digital economy in the Member
States that require concrete action and investment, and the necessary policy decisions. Following its
adoption in 2020 [5], DESI reports have become an important source of information on the success of
this strategic document.</p>
      <p>The European Commission also compares the results of member countries with the results of 17
other countries outside the EU (Australia, Brazil, Canada, Chile, China, Iceland, Israel, Japan, South
Korea, Mexico, New Zealand, Norway, Russia, Serbia, Switzerland, Turkey and the United States).
IDESI (International Index of Digital Economy and Society) has been developed for comparison with
countries outside the European Union. The main source of data for the calculation of the DESI Index
are Eurostat databases, and ITU and UN databases are also used. The DESI index is calculated as a
composite index that summarizes various indicators of digital development and tracks the evolution of
EU countries in terms of their digital competitiveness. The advantage of this index is that it includes
the level of integration of digital technologies with business and government, which gives some idea
of the state of digital transformation of the economy [1].</p>
      <p>The information needed to calculate the indexes is either accumulated on the basis of one of the
state bodies, or distributed among various state institutions and requires its additional consolidation.
Therefore, for the second case, which today includes Ukraine, the problem of rational definition of the
set of internal sources of information and the procedure for obtaining it, requirements for inventory
and data quality, appointment of a national coordinator for collection, verification, consolidation,
systematization, pre-processing, accumulation is extremely important. These data with the
simultaneous assignment of the functions of a communicator with the relevant international
organizations.</p>
      <p>The implementation of the Index in Ukraine implies Ukraine’s readiness to collect and
data needed by the EU, as well as the EU’s readiness to facilitateessUioknrationet’hse DacEcSI
framework, due to the DESI statistical system as an integral part of the EU digital economy, i.e.
ecosystems.</p>
      <p>Joining DESI will allow Ukraine to measure its own progress together with EU member states and
possibly other member states, as well as to meet global trends and challenges.</p>
      <p>The main prerequisites for Ukraine's readiness to join the DESI framework are [3]:
 the coordinator and other participants should be appointed at the legislative level;
 establishing proper coordination and interagency communication;
provid
 the volume of key indicators and additional specific national indicators should be jointly
agreed and periodically reviewed;
 collected data must be reliable, they should be in line with Eurostat methodology and
practice;
 it is necessary to confirm the institutional (personnel and financial) ability to conduct periodic
observations of DESI;
 implement technical tools for online observations and aggregate data.</p>
      <p>The Ministry of Digital Transformation of Ukraine (Ministry of Figures), the National
Commission for State Regulation of Electronic Communications, Radio Frequency Spectrum and
Postal Services (Regulatory Body – NCEC) and the State Statistics Service of Ukraine (State
Statistics Committee) are proposed to be the main Ukrainian institutions responsible for creating the
DESI framework. In our opinion, the Ministry of Economic Development, the Ministry of Education
and Science of Ukraine ("digital skills" of civil servants) and the National Agency of Ukraine for
Civil Service Affairs (form a sub-index "digital skills") should also be added to this list. Given the
aggregate structure of the DESI Index and the statutory powers of the NCEC, it can be stated that the
regulatory body NCEC should be responsible only for collecting and providing information on only
one of the sub-indices, namely connection (connectivity) to other interested organizations, institutions
and bodies, international institutions, including the institutions of the European Union "[4]. The other
5 DESI sub-indices should be formed, first of all, by the Ministry of Finance, the Ministry of
Economic Development, the Ministry of Education, the National Agency of Ukraine for Civil Service
Affairs and the State Statistics Committee (Fig. 5).</p>
      <p>When defining the national I-DECI system in Ukraine, it should be borne in mind that there are no
specific EU acts or guidelines for DECI on the collection of DESI indicators (in particular, the
“Connectivity” dimension). There are only a few documents and methodologies
Communications Committee (COCOM) on data processing that can better understand the results and
identify data sources at EU level. For example, Eurostat, together with the EU and OECD countries,
annually develops draft decisions taking into account the changing needs of users and policy makers
and makes appropriate decisions on key indicators and a list of additional ones. Such observations are
based on standard questionnaires and accompanying methodological guidelines for conducting
surveys [3].
of
the</p>
      <p>The urgency of determining the place and the role of the regulatory body in providing information
for the calculation of the DESI is due to the requirements of national legislation [2,3] and the
Association Agreement [4] on Ukraine's entry into the European digital market and lack of necessary
national statistical surveys for effective and efficient public administration in the digital economy and
society, including electronic communications and radio spectrum [6].</p>
      <p>Thus, according to paragraph 8, part 1, Art. 9 of the Law of Ukraine "On Electronic
Communications" regulatory authority "in accordance with its competence may require providers of
electronic communications networks and / or services, users of the radio spectrum to provide written
and / or electronic information related to the conditions of general authorization, the right to use radio
frequency range and resources of numbering and in other cases provided by this Law, in particular
for: providing information for statistical and other reports, in particular on the Digital Economy and
Society Index (DESI), to other interested organizations, institutions and bodies, international
institutions, including , institutions of the European Union ".</p>
      <p>The powers of the regulatory body on this issue are more clearly, specifically and in detail defined
in Article 4 of the Law of Ukraine "On the National Commission for State Regulation of Electronic
Communications, Radio Frequency Spectrum and Provision of Postal Services" [7]: "3) request and
obtain information, including from the financial authorities, for statistical and other reports, such as
the Digital Economy Index, from providers of electronic communications networks and services,
spectrum users, numbering users and postal operators, and the executive, Society (DESI), with the
right to provide such information to the relevant institutions of the European Union or other foreign
and international organizations, national regulatory authorities of other states".</p>
      <p>In order to collect and pre-process the information necessary to form a component of the
"connectivity" of the DESI Index, the Regulator may develop and implement a separate procedure
based on the Regulator's Methodology, or include a DESI Index questionnaire adapted to the specifics
of electronic communications and radio spectrum Ukraine, as part of the Regulator's electronic
reporting system (ERS) survey forms. Each of these two approaches has its disadvantages and
advantages.</p>
      <p>The implementation of the first approach requires more resources for its implementation, but is
guaranteed to ensure the interoperability (interoperability) of the national electronic reporting system
with the European reporting system according to the DESI Index.</p>
      <p>According to the second approach, the Regulator is proposed to collect information to form a
component of the "connectivity" of the DESI Index by using the Electronic Reporting System of the
Regulator (ERS). At the same time, it is necessary, first of all, to ensure terminological, substantive
and structural consistency of the indicators of the DESI Index questionnaires and the relevant forms
of ERS reporting, to eliminate their possible duplication.</p>
      <p>The analysis shows that some of the indicators of the DESI Index questionnaire may coincide in
content with the corresponding indicators of ERS reporting forms, others require a separate additional
inclusion in the structure of ERS reporting forms. At the same time, it is also important to agree on
the timing of research, as electronic regulatory reporting is collected quarterly and annually, research
on the DESI Index – once a year. In addition, it is necessary to take into account the instability of the
structure of indicators by the DESI Index, which may change annually. The advantages of this
approach are the availability of effective organizational, legal, informational, communicative
mechanisms of public administration and administration of electronic regulatory reporting system,
positive three years of experience in its operation by the Regulator, and a high level of automation of
basic procedures and processes. In addition, such a combined form of survey (reporting) of indicators
(electronic regulatory reporting system and DESI Index) will help save time and other resources,
increase their reliability due to the existing correlations between some of them and gain additional
opportunities for filtering inaccurate measurements. At the same time, the introduction of the second
approach requires clear inter-component coordination of research between interested government
agencies in order to ensure synchronization of research component "connectivity" with other
components of the DESI Index, as well as electronic regulatory reporting of the Regulator.</p>
      <p>Following the abolition by the State Statistics Committee at the end of 2019 of the quarterly state
statistical survey № 14 "Report on the activities of operators, telecommunications and
providers", data on telecommunications are collected only by NCEC and the State Statistics Service
receives such data from NCEC under the agreement. However, such data cannot be formally
considered statistical data, as the NCEC does not have the authority to collect and publish official
statistics in accordance with the Law of Ukraine “On State Statistics”.</p>
      <p>Until 2021, the State Statistics Service conducted only two types of surveys that could be used in
the interests of the DESI Index:
 “The use of information and communication technologies in the enterprise” (annual form of
state statistical observation 1-ICT);
 "Report on the use of e-democracy tools by public authorities and local governments" (annual
form of state statistical survey -E№D), 1which was monitored in 2019 and 2020, but which in
2021 was abolished by the State Statistics Service.</p>
      <p>Therefore, the State Statistics Service is an incomplete, unreliable source of information on the
DESI Index and, as noted in [3]: “The State Statistics Service lacks funds, orintheparticular f
organization of household surveys. The lack of qualified staff is assessed as a medium-sized problem.
The State Statistics Service also does not have adequate IT systems for receiving data from
respondents in electronic form, which is a prerequisite for the future storage and processing of such
data by Eurostat. In addition, there are risks of misunderstanding of the questionnaires by enterprises
and households, as methodological work with them was not carried out and the State Statistics Service
postal
did not provide appropriate recommendations. A more comprehensive analysis is needed to verify the
coverage of DESI data in the updated questionnaires.</p>
    </sec>
    <sec id="sec-3">
      <title>3. Conclusion</title>
      <p>The work analyzes the most well-known rating indices, including: ICT Development Index (IDI);
Digital Economy and Society Index (DESI); Digital Evolution Index (DEI); IMD World Digital
Competitiveness Index (WDCI); Network Readiness Index (NRI); BCG Economic Digitization Index
(e-Intensity); Digital Adoption Index (DAI); Global Innovation Index (GII), etc.</p>
      <p>The relevance of the implementation of the digital economy and society index (DESI) in Ukraine
is substantiated, in connection with the possibility of our country's accelerated accession to the EU.
The main purpose of which is to assess the progress of each country in achieving the goals of the
digital economy in the European Union and to monitor the state of digital development of individual
member states.</p>
      <p>The main challenges of its DESI implementation are highlighted: the national public statistical
system currently does not provide all the statistical data required for DESI, the low quality of the
collected data, the lack of public authorities responsible for monitoring digital productivity and data
collection for DESI, the lack of coordination between the public authorities involved, data , collected
by other bodies, except the State Statistics Service of Ukraine, are not considered statistics, there is a
lack of necessary financial, organizational, legal, methodological support.</p>
      <p>The main prerequisites and organizational and legal mechanisms of its implementation are
described. It has been proven that joining DESI will allow Ukraine to measure its own progress
together with EU member states and possibly other member states, as well as respond to global trends
and challenges. At the same time, Ukraine's participation in the formation and representation in these
indices allows not only to obtain an objective assessment of its place in global trends, but also is
extremely important information for international investors, which confirms its commitment to the
principles of openness and transparency.</p>
      <p>The future work will be directed to experimental study of some DESI indicators and factors, that
influence on these. It can be studied for both EU states and Ukraine as well as strategy for Ukraine
can be created and implemented.
4. References
[1] Pizhuk OI Modern methodological approaches to assessing the level of digital
transformation of the economy / Businessinform № 7 (2), 2p0p1.93,9-47.
[2] Rudenko MV Analysis of Ukraine's position in global indices of digital economy / Economy
and State №, 2021, pp. 11-18.
[3] Index of digital economy and society – the ability to measure the digital economy and
society in UKRAINE URL:
https://mail.google.com/mail/u/0/#inbox/FMfcgzGpGTJSWVGqVVXMVd</p>
      <p>GrCwjWlqSF?projector=1&amp;messagePartId=0.1
[4] Law of Ukraine "On Electronic Communications" URL:
https://zakon.rada.gov.ua/laws/show/1089-20#Text
[5] Communication from the European Commission "Shaping the Digital Future of Europe"</p>
      <p>URL: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:52020DC0067
[6] Olga Marchenko, Anastasia Shramkovskaya Digital economy as an environment for the
manifestation of competitive advantages of Ukraine Scientific Bulletin of Mukachevo State
University. Series "Economics", 7 (2), pp. 31-39
[7] Law of Ukraine “On the National Commission for State Regulation of
Communications, Radio Frequency Spectrum and Provision of Postal Services, URL:
https://zakon.rada.gov.ua/laws/show/1971-20#Text
[8] Digital Economy and Society Index (DESI) 2022, Methodological Note, 14 p.
[9] Digital Economy and Society Index (DESI) 2022, Thematic chapters, 88 p.</p>
      <p>Electronic
[10] Z. Xia, L. Tianhua, W. Suzhen and C. Binyue, "The Index System of Comprehensive
Evaluation of Digital Economic," 2021 16th International Conference on Computer Science
&amp; Education (ICCSE), 2021, pp. 534-539, doi: 10.1109/ICCSE51940.2021.9569705.
[11] A. Peleschyshyn, T. Klynina, S. Gnatyuk, Legal Mechanism of Counteracting Information
Aggression in Social Networks: from Theory to Practice, CEUR Workshop Proceedings,
2019, Vol. 2392, pp. 111-121.
[12] Y. Zhang and D. Zhang, "Research on the Construction of Traditional Enterprise Digital
Evaluation Index System," 2021 IEEE 2nd International Conference on Big Data, Artificial
Intelligence and Internet of Things Engineering (ICBAIE), 2021, pp. 842-846, doi:
10.1109/ICBAIE52039.2021.9389962.
[13] R. Odarchenko, V. Gnatyuk, S. Gnatyuk, A. Abakumova, Security Key Indicators
Assessment for Modern Cellular Networks, Proceedings of the 2018 IEEE First
International Conference on System Analysis &amp; Intelligent Computing (SAIC), Kyiv,
Ukraine, October 8-12, 2018, pp. 1-7.
[14] A. Nagano, "An Integrated Index Towards Sustainable Digital Transformation," 2019 Third
World Conference on Smart Trends in Systems Security and Sustainablity (WorldS4), 2019,
pp. 228-234, doi: 10.1109/WorldS4.2019.8904031.
[15] Gnatyuk S., Hu Z., Sydorenko V., Aleksander M., Polishchuk Yu., Yubuzova Kh. Critical
aviation information systems: Identification and protection, Cases on Modern Computer
Systems in Aviation, 2019, pp. 423-448.
[16] N. Ramesh, "The Success (or Failure) of Your Digital Transformation Hinges on Digital
Customer Experience," in IEEE Engineering Management Review, vol. 50, no. 1, pp. 28-30,
1 Firstquarter,march 2022, doi: 10.1109/EMR.2022.3150315.</p>
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