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<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Information and Analytical Risk Management System</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Varvara Piterska</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Valentina Samoilovska</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Viktor Adakhovskyi</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Odesa National Maritime University</institution>
          ,
          <addr-line>34, Mechnikov str., Odesa, 65026</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>The subject of research in the article is the methods, models and mechanisms for assessing the quality of projects. The purpose of the article is to develop a science-based method for assessing the quality of concession projects in seaports based on the use of a system of riskbased management of port activities. The following tasks are solved in the article: the conceptual apparatus of project management in the port, public-private partnership is considered, the problems that arise during the concession projects implementation in the seaport activities are analyzed, the goals of the stakeholders of the concession project are determined. The following results of the study were obtained: a classification model of risk management at the stages of the life cycle of a concession project was developed, a model was developed for determining the degree of influence of risks on the competitiveness of a port based on the information and analytical management mechanisms, a mechanism was developed for selecting the most significant risks that affect a change in the preferences of stakeholders during the implementation of a concession project in Port. Conclusions: the goal of the development of seaports is to provide competitive services for the handling of ships and cargo. The implementation of the concession project in the port is an effective form of reforming the port activity. The concession projects stakeholders in the seaport are government agencies, business structures and the population (including the port labor collective), which form a triple system of interaction, which we will call the “S-B-C” system. The article identifies the risks arising from the implementation of concession projects in the port. An information-analytical model of risk choosing an investment development project, the use of which makes it possible to ensure the competitiveness of services provided by the port. Concession project, information system, port, risk management ORCID: 0000-0001-5849-9033 (Varvara Piterska); 0000-0002-3774-6389 (Valentina Samoilovska); 0009-0000-1970-1243 (Viktor</p>
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>The strategic goal of the development of sea trade ports of Ukraine is to achieve soon such a level
of development of port infrastructure based on the use of modern information technologies that would
ensure the effective functioning of ports as elements of the international transport network.</p>
      <p>
        The effective functioning of maritime transport is a necessary condition for the formation of the
developed country as a maritime state with the efficient functioning of the transport complex and the
economy as a whole [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ].
      </p>
      <p>The need to reform the maritime industry of Ukraine and its stable development actualizes the
research of world experience in the implementation of the concession form of public-private
Adakhovskyi)
Adakhovskyi)</p>
      <p>2023 Copyright for this paper by its authors.
partnership in seaports and the use of modern mechanisms for project-oriented management of the
organizations’ development.</p>
      <p>The implementation of investment development projects based on a concession will accelerate the
social, economic state of the country and increase the standards of living of citizens.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Analysis of Literature Data and Resolving the Problem</title>
      <p>
        In recent years, the issue of introducing the institution of public-private partnership has become
one of the main priorities of government strategic development programs, an indicator of successful
interaction between business and government structures, an alternative way to restore and modernize
the national economy, and an effective industry for the use of modern information technologies in the
port industry [
        <xref ref-type="bibr" rid="ref2 ref3 ref4 ref5">2-5</xref>
        ].
      </p>
      <p>
        Public-private partnerships in seaports can be implemented in such forms as joint activities, leases,
concessions [
        <xref ref-type="bibr" rid="ref6 ref7">6, 7</xref>
        ].
      </p>
      <p>
        The most common form of public private partnership in the seaport industry is the implementation
of concession projects [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ].
      </p>
      <p>
        The state authorizes the business partner to perform the functions specified in the concession
contract for a specific time and gives him authority for this purpose necessary to ensure the effective
functioning of the concession object while remaining the full owner of the property that constitutes
the subject of the concession contract [
        <xref ref-type="bibr" rid="ref10 ref11 ref9">9-11</xref>
        ].
      </p>
      <p>
        A fee for the use of state property on the terms stipulated in the agreement is paid by the
concessionaire [
        <xref ref-type="bibr" rid="ref12 ref13 ref14">12-14</xref>
        ].
      </p>
      <p>
        Many domestic and foreign scientists devoted their scientific works to the study of the issues of
determining the essence of the concept of concession, the distribution of risks, the duration of the
concession agreement, the amount of concession payments, the effectiveness of the concession in
seaports [
        <xref ref-type="bibr" rid="ref15 ref16">15-18</xref>
        ].
      </p>
      <p>The concession can become the main way for the strategic development of the port economy. As
part of the implementation of concession projects, the state does not lose its ownership of fixed assets
and does not bear the cost of maintaining economic infrastructure in ports [19, 20]. A private investor
invests his funds as a concessionaire and receives stability in work for a long period - up to 50 years,
improves, modernizes the fixed assets of cargo and passenger terminals [21].</p>
      <p>A concession can be considered a form of public-private partnership that helps attract investment
in infrastructure sectors and is a system of relations between the state and business that arises during
the creation (reconstruction) of a state-owned object of great socio-economic importance [22, 23].</p>
      <p>The main problem in the concessions’ implementation is the lack of scientific researches of the use
of risk management mechanisms in seaports.</p>
    </sec>
    <sec id="sec-3">
      <title>3. The Purpose and Objectives of the Research</title>
      <p>The purpose of the article is to develop a science-based method for assessing the quality of
concession projects in seaports based on the use of a risk-based management system of port activities.</p>
      <p>The objectives of the study include:
• Consideration of the conceptual model of project management in the port, public-private
partnerships
• Analysis of problems arising from the concession projects’ implementation in the activities of
the seaport
• Determination of the stakeholders’ goals of the concession project, development of a
classification model for risk management at the stages of its life cycle
• Development of the impact degree definition model of risks on the competitiveness of the
port based on information and analytical management mechanisms
• Selection of the most significant risks of the implementation of a concession project in the
port that affect the change in the preferences of stakeholders.</p>
    </sec>
    <sec id="sec-4">
      <title>Materials and Methods of the Research</title>
      <p>The stakeholders of concession projects are the state, business, and the population, which causes
triple interaction due to the multiplier effect to ensure a balance between the interests of the state,
business, and the population (the workforce in the port, citizens) [24, 25].</p>
      <p>The state, business and the population as the stakeholders of the concession project in the port
form a triple system of interaction, which we will call the S-B-C model. This model combines the
processes of port activities, various forms of state regulation, which are in interact with each other.</p>
      <p>The state solves the problem of construction, modernization of important facilities related to port
infrastructure, which contributes to an increase in the efficiency of state property management,
weakening the budget burden, and increasing budget revenues [26, 27].</p>
      <p>Business expands the scope of investment, receives additional income from related activities for
carrying out cargo operations, servicing ships in the port, while the presence of long-term contractual
relations with the state leads to a reduction in the risks associated with the implementation of
investment projects, expansion of credit opportunities secured state guarantees [28, 29].</p>
      <p>Shipowners and cargo owners get the opportunity to use high-quality services provided by the
concessionaire under a concession agreement, at established rates for handling a vessel, cargo, while
creating new jobs in the port [30, 31].</p>
      <p>The S-B-C model has obvious advantages - the port is experiencing the need to increase the
competitiveness of its services, the state is implementing incentive measures, business structures are
adapting to the needs to improve the quality of port services and use modern information
technologies.</p>
      <p>This paradigm implies that the business, when implementing a concession project, improves port
production technologies as part of the provision of port services, which affects the productivity of
handling ships and cargoes, the competitiveness of the port in general and the state of the workforce
in the port in particular in the context of flexible state regulation.</p>
      <p>The complexity of implementing such a model is explained by the unequal goals of different
stakeholders of the concession project. The strategic goal of the state is the improvement of the life</p>
      <p>The value of a comprehensive indicator of the life quality is calculated considering the analysis of
quality of citizens in the respective territories.
a set of criteria grouped in the relevant areas:
territory of the state;</p>
      <p>=  (  ,   ,   ,   ,   ),
where Li is an indicator characterizing the level of quality of life of the population in the i-th
Gi is the indicator characterizing the level of security in the i-th territory of the state;
Pi is the indicator characterizing the level of infrastructure development (including port
infrastructure) in the i-th territory of the state;</p>
      <p>Di is the indicator characterizing the level of income in the i-th territory of the state;
Ei is the indicator characterizing the state of ecology in the i-th territory of the state.
For businesses, the main indicators are profitability in carrying out their activities in the port.</p>
      <p>The conceptual model for the distribution of goals of stakeholders of concession projects in the
port within the framework of the S-B-C system is presented in Figure 1.</p>
      <p>The advantages for the state of participating in the concession project in the j-th port considering
the S-B-C model can be characterized by a complex indicator that takes into account the following
areas of activity:

 =  (  , А ,   ,   ),
where Tj is the indicator of the weakening of the budget burden due to the shifting of part of the
costs to business during the implementation of the concession project in the j-th port;
Аj is the indicator of increasing the economic efficiency of state property management in the
implementation of the concession project in the j-th port;</p>
      <p>Vj is the indicator of shifting part of the risks to the business when using the information and
analytical risk management system when implementing the concession project in the j-th port;</p>
      <p>Kj is the indicator of increasing the level of budget revenues due to tax deductions and other
payments during the implementation of the concession project in the j-th port
(1)
(2)
where Yj is the indicator of reducing social tension due to the creation of new jobs during the
implementation of the concession project in the j-th port;</p>
      <p>Xj is the indicator of cost reduction of port services during the concession project implementation
in the j-th port;</p>
      <p>Nj is the indicator of the quality improvement of services provided through the use of modern
information technologies in the j-th port during the implementation of the concession project.</p>
      <p>The implementation of a concession project is associated with a large number of risks, both
characteristic of all stages of its implementation and inherent in individual stages within the life cycle
- concluding a concession agreement, designing an object of a concession agreement, building
(modernizing) port infrastructure facilities, operating a seaport when providing services to cargo
owners and ship owners.</p>
      <p>Unlike other forms of public-private partnership, the risks of a concession project are redistributed
among its participants - the state, the investor, insurance companies, and banking institutions.</p>
      <p>The party most vulnerable to the manifestation of risks within the S-B-C model inherent in all
stages of the life cycle of an investment development project in the port is the investor - a business
structure that is exposed to risks arising from the modernization and operation of port infrastructure
facilities.</p>
      <p>The process of constant and systematic identification of risk sources, assessment of the
significance of risk factors contributes to making decisions on the optimal management of the port in
the context of the implementation of the concession project.</p>
      <p>The structural model for calculating risks arising in the S-B-C system when using information
technology includes the steps shown in Figure 2.</p>
      <p>The task of managing the activity of a seaport taking into account risk factors considering the use
of information technologies is reduced to determining the minimum expected risk for all possible risk
parameters, taking into account their posterior probabilities (Bayes strategy).</p>
      <p>The model for calculating the minimum losses of the port system during the implementation of the
concession project considering the S-B-C model includes the availability of initial data, namely:
µ is the number of risk factors in the implementation of the concession project under the S-B-C
model;
αµ ϵ [k; h] is risk factor deviation limits;
Ω is a set of port system states (f ϵ Ω);</p>
      <p>V is a set of solutions (v ϵ V).</p>
      <p>The range αr is divided into n intervals (i = 1,…,n is the ordinal number of the interval) with the
coordinates of division points determined. In each range, it is considered optimal to select a specific
project G of the concession in the port, which provides an increase in the competitiveness of port
services.</p>
      <p>Next, the prior probabilities are determined:
  (1) =
 µ− µ−1
ℎ−</p>
      <p>, ( = 1, … ,  ).</p>
      <p>After that, the risk matrix Rij is built, associated with the decision Gj instead of Gi (Таble 1):
We determine the vector of the expected risk in the implementation of the concession project in the
port:</p>
      <p>where P(m) is the vector of a posteriori probabilities that αµ belongs to the partition interval [k; h]
at the beginning of period m.</p>
      <p>Let us propose a classification model of risk factors αµ arising from the implementation of a
concession project in a port with the participation of stakeholders of the S-B-C system (Table 2).</p>
      <p>=   (  ) −   (  )
 ( ) = ‖  ‖ ( ),
(5)
(6)
(7)
☔ – Significant impact; ☁ – Medium impact; ☀ – Minor impact
PDP
☔
☔
☔
☔
☔
☔
☁
☔
☁
☀
☁
☀
☁
☔
☔
☔
☀
☁
☔
☁
☀
m
R1m
R2m
…
0
PIP
☔
☁
☁
☔
☔
☁
☔
☔
☔
☁
☔
☁
☔
☁
☔
☔
☀
☁
☔
☔
☁</p>
      <p>PCP
☁
☀
☁
☔
☁
☀
☁
☔
☁
☔
☁
☀
☀
☁
☁
☔
☀
☔
☁
☁
☁</p>
      <p>PFP
☁
☁
☀
☔
☔
☔
☁
☔
☔
☁
☔
☔
☁
☁
☔
☔
☁
☔
☔
☔
☁</p>
      <p>The minimum component w(m) indicates the decision, the adoption of which and the selection of
the corresponding concession project G in the port at step m are associated with the least risk for
project stakeholders in the framework of the S-B-C model.</p>
      <p>To determine the risk from the implementation of concession projects in the port, it is proposed to
distribute the risks depending on the stages of the project life cycle.</p>
      <p>To determine the directions of the port's activities in handling cargo and ships based on a rational
concentration of resources to prevent the occurrence of risk situations, we will introduce a rank
system for evaluating criteria.</p>
      <p>In this case, the following classification of measures to counteract (prevent) risk situations is used:
• Stop&amp;Change – abandonment of the previously selected feasibility study of the port
investment development project and transition to the consideration of the possibility of
implementing a more efficient concession project in terms of minimizing risks in the port
• Continue&amp;Insure – implementation of the selected concession project in the port and
continuation of a certain stage of the life cycle of the concession project, transition to the next
stage, risk insurance
• Continue&amp;Finish – continuation of a certain stage of the concession project life cycle selected
for implementation in the port with minor changes.</p>
      <p>The structure of the life cycle of a concession project in the port has the following sequence of
project phases: Concept Phase (CP), Project Development Phase (PDP), Project Implementation
Phase (PIP), Project Control Phase (PCP), Project Finish Phase (PFP).</p>
      <p>The distribution is carried out depending on the degree of damage to the concession project
stakeholders in the port.</p>
      <p>The severity of the consequences is defined as follows:
• Significant impact implies the possibility of losses in case of unfinished concession project
(its certain stage), the port services will be uncompetitive (financing was carried out in full, there
are significant losses of funds)
• Medium impact assumes that the costs of the port investment development project have not
paid off in full (the costs of port activities are compensated by insurance payments)
• Minor impact comes from the possibility of insignificant losses, offset by income from the
provision of port services.</p>
      <p>We form a risk matrix for investment development projects of the port (Table 3).</p>
      <p>The analysis of risk factors arising from the implementation of the concession project in the port,
shown in Table 2, determines the cost estimate of each factor and the choice of priority factors based
on the probability of these factors occurring within the S-B-C model of the port's activities.
800,0
700,0
600,0
100,0
0,0
80% line (80/20 Rule)
100%
90%
80%
70%
60%
50%
40%
30%
20%
10%
0%
%
e
v
i
t
a
l
u
m
u
C</p>
      <p>A preliminary assessment shows that the risks associated with martial law, energy supply
problems, corruption, negative impact on the region's environment, insufficient qualifications and
inconsistency of the actions of the project team representing the interests of stakeholders, increase in
cost and violation of the terms of delivery of equipment, building materials and other resources, lack
of software for the implementation of a modern information system for managing the port, changes in
legislation, deviations in the processing time of ships and cargo due to poor construction,
modernization of port infrastructure facilities have the greatest influence on the choice of an effective
concession project in the seaport.</p>
    </sec>
    <sec id="sec-5">
      <title>5. Conclusions</title>
      <p>The current state of development of seaports was analyzed and it was found that the ports require
significant reform of the existing infrastructure. One of the types of modernization of ports is
proposed to consider concession projects as one of the types of public-private partnerships.</p>
      <p>As part of the study, the stakeholders of concession projects were identified, which include state
bodies, business structures and the population (subjects participating in the port's activities - the labor
collective and persons not directly related to the port, but indirectly influenced by the results of its
activities). The specified stakeholders of the concession project form a single S-B-C system, which
involves cooperation with the use of modern information and analytical interaction mechanisms.</p>
      <p>Every stakeholder of the port investment development project has certain targets, the achievement
of which is aimed at ensuring the quality of the port services provided.</p>
      <p>The paper proposes a classification model of risk management, which made it possible to develop
a mechanism for minimizing the negative impact of risks on the port's activities based on the use of
information technologies.</p>
      <p>The most significant risks were the risk of martial law, the risk of lack of electricity,
environmental risk, the risk of insufficient qualification of personnel, the risk of lack of information
and software, as well as the risk of increasing the time and cost of handling vessels and cargo.</p>
      <p>The obtained results of the study make it possible to select a concession project that will increase
the competitiveness of the port based on an information system to minimize the impact of risk factors
on the quality of services provided by the port.</p>
    </sec>
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