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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>A Generalized Model of Risk Management in Digital Economy*</article-title>
      </title-group>
      <contrib-group>
        <aff id="aff0">
          <label>0</label>
          <institution>Southwest State University (SWSU)</institution>
          ,
          <addr-line>Kursk</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
      </contrib-group>
      <fpage>0000</fpage>
      <lpage>0003</lpage>
      <abstract>
        <p>The necessity of transforming modern management systems under the influence of total digitalization is a vital and critical goal of social science and business. One of the key management fields is risk management. The main aim of the article is to define the characteristic aspects and main trends of risk management in the context of digitalization as well as developing a generalized model of risk management. Based on several approaches (the process, the complex, and the system ones), methodologies, methods, and trends of risk management, I developed a model of risk management in digitalization. I have formed a list of main trends of digital risk management and created a generalized model of risk management in the context of digitalization. The model can be used directly at enterprises because it integrates risk management and quality management, enables the management to control and evaluate the production cycle, the system development, expenses, and the necessity of timely adjustments and changes.</p>
      </abstract>
      <kwd-group>
        <kwd>Risk management</kwd>
        <kwd>Risk</kwd>
        <kwd>Quality management</kwd>
        <kwd>Digitalization</kwd>
        <kwd>Digital expansion</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>
        During total digitalization, risk management is connected with the widespread use
of digital achievements and network – based activity of stakeholders. Currently,
stakeholders directly take part in the functioning of the organization, forming its
status and public image in the common business space. Moreover, stakeholders
influence monetary estimates of enterprise value and competitiveness. These
changes influence all main principles and postulates of risk management theory.
The principles of coherence, flexibility, processability, supportability, and
innovation have top priority
        <xref ref-type="bibr" rid="ref3">(Limonova, 2018)</xref>
        . Defining the specific character,
main trends, and risks of digital transformations in risk management is an urgent
interdisciplinary problem of modern science and practice.
* Copyright © 2021 for this paper by its authors. Use permitted under Creative
Commons License Attribution 4.0 International (CC BY 4.0).
      </p>
    </sec>
    <sec id="sec-2">
      <title>Materials and Methods</title>
      <p>Despite the great number of scholarly and business literature on digitalization and
risk management, the issue is still understudied. There is a number of problems not
covered by publications: (1) methodical aspects of risk management in the context
of digital expansion in economics, education, social management; (2) defining the
meaning and architecture of risk management in the new cluster of the digital
economy; (3) forming new methods of evaluating the development of risk
management in general.</p>
      <p>
        There are many Russian and foreign studies on the risks of digitalization in the
real sector of the economy
        <xref ref-type="bibr" rid="ref11 ref12 ref4">(Vertakova, 2019; Plotnikiv, 2019; Chaldaeva, 2018;
Manakhova, 2018; Udalov, 2018; Khodyrevskaya, 2013; Semernik, 2014)</xref>
        . O. B.
Veretennykova contributed a great deal to popularizing the triad politics – strategy
– tactics in management and planning
        <xref ref-type="bibr" rid="ref13">(Veretennikova &amp; Shatkovskaia, 2012)</xref>
        .
      </p>
      <p>
        Development and specific features of digital tools and methods for management
were extensively described in the reports and presentations of foreign scholars and
specialists. The key aspects of introducing digital technologies, the integrity
management principles, the influence of human resources on IT-service
management were described in studies of Czech researchers
        <xref ref-type="bibr" rid="ref5">(Ministr, 2016)</xref>
        . The
instruments of quality management, innovation management, strategy management,
and planning were introduced in the works of foreign researches under the guidance
of D. Meissner
        <xref ref-type="bibr" rid="ref10 ref8 ref9">(Meissner, 2017; Scuotto, 2017; Del Giudice, 2018; Bresciani,
2017)</xref>
        .
3
      </p>
    </sec>
    <sec id="sec-3">
      <title>Results</title>
      <p>Digitalization has spread its influence to all areas of life, meaning that digital
transformations are both necessary and inevitable. Risk management tries to adapt
to the toughest conditions of disagreement between the corporative management
and the external digital shell. I point out such peculiar features of digitalization as
multidirectional and universal nature. Under the influence of digitalization, whole
new paradigms arise. I note that the implementation of digital technologies is
severely lagging compared to the digitalization of society.</p>
      <p>Every enterprise should revise the main management directions, taking into
account the internal adaptation of digital technologies, the external digital
“pressure,” and the digitalization level of the government where the organization
works. The latter is especially relevant for the companies that have access to the
international market. The trends of the digital transformation of risk management,
depending on the type of corporative structure, are: organizational and behavioral.</p>
      <p>One can include such characteristics into the organizational trend as:
•
•</p>
      <p>Development of a plan (full involvement into the plan of the corporate
digitalization);
Skill improvement (the improvement of skills and employing professionals to
match the corporate development pace);
• Using new technologies (finding the right balance of competences to work with
innovations);
• Timely application of essential measures (helping the organization to react to
risks in real – time);
• Interaction with vigorous people (active involvement of managing directors into
the key digital initiatives);
• Cooperation (cooperation and integrating efforts for working out a shared vision
of risks).</p>
      <p>The structure of the behavioral trend in the context of digitalization may include
the following characteristics:</p>
      <p>Systemic modernization of tools working with information data (including Big
Data) in the corporative environment of the organization;
Real implementation, adaptation, and continuous improvement of risk
management;
Drawing attention to the digital segment of the market;
Targeting the management system on innovations in all areas of corporate
activity;
Formation and development of digital skills and abilities;
Stabilization of corporative relations, recruitment of staff on the condition of
remote work based on a developed digital network.</p>
      <p>The main approaches in the risk management framework are the process, the
complex, and the systemic ones. In scholarly and technical literature, each approach
is characterized in detail, so it is unnecessary to describe them. Based on the
approaches, methodologies, and methods of risk management and the trends
mentioned above, I would like to introduce the model of risk management in the
context of digitalization (Fig. 1).</p>
      <p>The process approach was taken as the foundation for the model. The task of
clarifying the corporate internal environment (namely the philosophy and the
politics of risk management) was solved using the system approach, in the
framework of which the main elements of the risk management system were
distributed. The complex approach enabled me to integrate the key areas of risk
management and digitalization logically and intuitively.</p>
      <p>The model can be used for creating a new concept of risk management in an
organization, as well as one of the tools for strategic planning and decision –
making;
The model will allow regulating the expense portion necessary for digitalization
activities as decreasing the costs (as a result of minimizing risks);
The model allows modifying and introducing new activity areas, taking into
account changing environmental conditions, and their ranging and structuring;
The model can become an effective instrument of additional monitoring in
estimating corporate efficiency, performance, and competitiveness. This will
allow controlling the compliance with strategic benchmarks and aims of the
organization.</p>
      <p>The model not only systematizes the modern perceptions of levels and
development directions of risk management but also reflects the development –
performance dependence of both risk management and general management. The
model can be used at enterprises because it integrates risk management and quality
management, enabling managers to control and evaluate the whole production
cycle, the result of system development, expenses, and the necessity of timely
amendments.
5</p>
    </sec>
    <sec id="sec-4">
      <title>Conclusion</title>
      <p>To summarize the results, I examined risk management in the context of
digitalization, formulated a complex of main trends that take into account the risks
and latest achievements of digitalization, created an extended model of risk
management, and provided the advantages and limitations of the model.</p>
    </sec>
    <sec id="sec-5">
      <title>Acknowledgments</title>
      <p>The study was funded by the President of the Russian Federation, grant name
“Transdisciplinary Model of Socio – cultural Risk Management” (MK-240.2019.6).</p>
    </sec>
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