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    <article-meta>
      <title-group>
        <article-title>The Automated Decision-making Support System in the Field of Customs and Tariff Regulation of the Eurasian Economic Union: Methodological Foundations*</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Anna Y. Pak(</string-name>
          <email>ay.pak@yandex.ru</email>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Borislav I. Pak (</string-name>
          <email>pakborislav@yandex.ru</email>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Peoples' Friendship University of Russia</institution>
          ,
          <addr-line>Moscow</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>The article proposes a methodology for the formation of an automated decision-making support system in the field of customs tariff regulation of the Eurasian Economic Union with the ability to predict the structure of domestic consumption of a particular product. The proposed automated system consists of modules that implement logical models to present databases and their processing to make informed decisions on changing the rates of import customs duties towards the goods imported into the Eurasian Economic Union territory. The methodology, which forms the base software of the automated system, makes it possible to determine the rational level of customs and tariff protection in relation to a specific type of product following the implemented strategy for the development of domestic production of this product and the international obligations of the EACU member states to the WTO. An essential component of the developed methodology is the ability to predict the structure of domestic consumption of goods together with changes in the level of customs and tariff protection. The adoption of the developed methodology ensures the change of the import duty rate within the state's international obligations, which will ultimately ensure an increase in the volume of domestic industrial production of goods without additional costs to the domestic and consumer.</p>
      </abstract>
      <kwd-group>
        <kwd>Customs and tariff regulation</kwd>
        <kwd>Import demand</kwd>
        <kwd>Forecasting production volumes</kwd>
        <kwd>Decision support system</kwd>
        <kwd>Eurasian Economic Union</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>The turbulence of the modern world manifested in international disputes,
contradictions, restrictions, pandemics, and impending crisis testifies the
importance of food self-sufficiency. In such conditions, the government regulation
measures that stimulate the national industry’s development allow minimizing
dependence on the external market and successfully resisting the most
* Copyright © 2021 for this paper by its authors. Use permitted under Creative
Commons License Attribution 4.0 International (CC BY 4.0).
unpredictable influences. In general, state regulation ensures the formation of a
system for the population satisfaction of goods that rationally combines the
advantages of international trade and the need to develop domestic industrial
production. In this regard, decision-making in foreign trade regulation should be
justified by assessing the consequences of decisions made based on quantitative
information about the industrial production volumes, foreign trade, and qualitative
information about the development strategies of domestic industrial production.
Therefore, it is advisable to form management decisions on the necessary customs
tariff level to protect a particular product. The article proposes a forming
methodology for an automated decision-making support system in customs tariff
regulation, taking into account the tasks of developing domestic industrial
production and ensuring economic security rather than maximizing the federal
budget's utility or revenue.
2</p>
    </sec>
    <sec id="sec-2">
      <title>Materials and Methods</title>
      <p>Many studies, which are part of various foreign trade models (classical,
neoclassical, and modern), are devoted to the justification of the application of
customs and tariff regulation measures in foreign trade. Based on general and
partial equilibrium models, recent works study the characteristics of supply and
demand for imported and domestic goods, depending on the price of goods and its
elasticity. The study (Lindert, 1992) examines the effect of the tariff on the
nation’s general welfare, introduces the concept of “optimal tariff”, and notes that
the introduction of customs and tariff protection reduces the nation’s aggregate
welfare. However, “it is necessary to know where the limit of the free trade regime
lies”. It also studies the customs duty rates as a tool that allows us to directly
influence the price level of imported and domestic goods (Novikov, 2012). The
study (Saurenko, 2013) proposes an assessment of the impact of customs tariff
rates on the import volume of domestic consumption in the Customs Union
member states, based on maximizing budget revenues. Among the
works studying the issues of theoretical and empirical approaches of the import
sensitivity to measures of foreign trade regulation, should be mentioned the study
of Idrisov G.I. (2010). In work (Hong, 1999), it is indicated that only two
parameters directly affect the amount of import demand – income and relative
prices, and other factors, such as resource possession, market size, consumer
preferences, customs duties, etc., – will be taken into account in the changes of the
relative product prices. According to (Knobel, 2011), in addition to the importing
country’s income, the prices of imported goods, and domestic substitute goods, the
factors influencing demand are the Russian ruble's real effective exchange rate.</p>
      <p>The proposed methodology is distinguished by the establishment of the import
duty rate based on the task of maximizing the volume of domestic production and
the ability to predict the structure of domestic demand, and, accordingly, the
volume of demand for imported goods, taking into account the chosen strategy for
the development of production of goods in the member states of the Eurasian
Economic Union.</p>
    </sec>
    <sec id="sec-3">
      <title>Results</title>
      <p>The automated decision-making support system in customs tariff regulation is a
system consisting of modules that implement logical models of database
presentation and their processing to make informed decisions on changing the
import duty rates of the goods imported into the territory of the Eurasian
Economic Union. The automated system consists of two modules:
•
•</p>
      <p>Data module – an array of information data (statistical information,
international obligations, high-quality data on the development strategy of
industrial production, etc.);
Information processing module – data processing algorithm for calculating the
coefficient of import dependency and the required import customs duty rate,
forecasting the domestic consumption structure.</p>
      <p>The data module is a collection of statistical quantitative and qualitative
industrial production data, foreign trade, and industrial development priorities. In
general, foreign trade statistics, statistics of industrial production volumes,
structural vectors, economic security indicators, and international obligations are
the information necessary for the informed decision about the amount of the
import duty rate towards the specific product code.</p>
      <p>Foreign trade statistics of the Russian Federation and the Eurasian Economic
Union are provided both for exports and imports in physical and monetary terms.
The mentioned statistics are publicly available on the official websites of the
EACU member states’ statistical agencies.</p>
      <p>The statistics of the volumes of industrial production of the Russian Federation
and the Eurasian Economic Union are also presented in physical and monetary.
The specified statistics are kept following the All-Russian classifier of types of
economic activities and other EACU member states' classifiers and are not
publicly available. Besides, there is a problem with the simultaneous and single
classification of goods of the Commodity Nomenclature of the Eurasian Economic
Union's Foreign Economic Activity and with the specified classifiers.</p>
      <p>Structural vectors (industrial development strategies) reflect the product
development information of a specific product type (or an enlarged group of
goods) in the Russian Federation and the Eurasian Economic Union. Such vectors
are determined by the analysis of the strategic document on the development of
industrial sectors and foreign trade policy of the Russian Federation and the
EACU and represent four descriptive meanings:
•
•
•
•</p>
      <p>Passive development strategy;
Potential development strategy;
Protection development strategy;
Focused development strategy.</p>
      <p>Foreign trade security factors and their threshold values represent the critical
import share of a specific product type in domestic consumption. Mentioned
indicators and their threshold values are developed based on ensuring national
security and including only those goods or commodity groups necessary for the
population needs.</p>
      <p>The Russian Federation and the EACU’s international obligations inside the
WTO determine the final import customs duty rate for a specific type of goods.</p>
      <p>To create an array, it is advisable to make a joint information cloud for custom
departments (foreign trade statistics), statistical departments (industrial production
statistics), government bodies/authorities that develop strategies and priorities for
industrial and foreign trade development of the EACU members (structural
vectors, indicators and threshold values of foreign trade security, international
obligations), the Eurasian Economic Commission (information integrator).</p>
      <p>The data processing module includes calculating a rational amount of the
import duty rate and forecasting the domestic consumption structure when the rate
changes.</p>
      <p>The rational amount of the import duty rate is calculated from the coefficient
of import dependency of goods and the customs and tariff protection matrix, built
on the domestic production development strategies.</p>
      <p>The algorithm shown in Fig. 1. is essential for calculating the coefficient of
import dependency.
subheading of the CNFEU of the EACU,  – is a selected dynamic series</p>
      <p>Set the multitude   ( ) to one-to-one correspondence of multitude of codes of
AllRussian Classification of Products by Economic Activities (ARCPEA2)   ( ), where 
– is the product code according to (ARCPEA2)
Set the corresponding multitude   ( ) to the one-to-one correspondence of existing
import duty rates  
Set the restrictions in the form of the largest possible import duty rate in accordance
with the international obligation
  ∈  , 0 ≤   ≤  

Set the production volumes of identified goods in physical    and monetary terms
  
   
Set the import volumes of identified goods in physical     and monetary terms
Calculate the total consumption volume of goods in physical and monetary terms,
using the following equations    
accordingly.</p>
      <p>=    
+   
and     =   
+   
Calculate the coefficient of import dependency    ( ) and    ( ) towards each
element   ( ) using the following equations    
=    
  
and    
=</p>
      <sec id="sec-3-1">
        <title>Source: Compiled by the authors.</title>
        <p>Next, the obtained value   ( ) should be correlated
with the specified
parameters of import dependency's coefficient values and determine the degree of
import dependency in relation to the goods.
ratio.</p>
        <p>Since the same amount of purchased goods can have various rates at different
time periods, it is crucial to compute the coefficient value of import dependency of
the domestic market and quantitative indicators.</p>
        <p>The determining degree of import dependency of a product must be compared
with a given development strategy for the domestic production of goods:
• Focused development strategy (has a competitive production);
• Protection development strategy (has a lack of competitive production);
• Potential development strategy (has a developing product plan of three years);
• Passive development strategy (has no production and no plans for its
development).</p>
        <p>Based on the decision-making matrix in the customs and tariff field (Fig. 1.),
the comparing degree of import dependency, and the development strategy for the
domestic production of goods, it was decided on the rational level of customs and
tariff towards the goods of interest.</p>
      </sec>
      <sec id="sec-3-2">
        <title>The degree of import dependency</title>
      </sec>
      <sec id="sec-3-3">
        <title>Absolute Critical Low Zero</title>
      </sec>
      <sec id="sec-3-4">
        <title>Passive</title>
        <p>development</p>
        <p>strategy
Moderate
Moderate
Minimal
Minimal</p>
        <p>Development strategy of the production of goods in
the Russian Federation</p>
        <p>Potential Protection
development development</p>
        <p>strategy strategy
Moderate Peak
Moderate Peak
Moderate Peak
Minimal Moderate</p>
      </sec>
      <sec id="sec-3-5">
        <title>Focused development strategy Peak</title>
        <p>Peak
Peak</p>
      </sec>
      <sec id="sec-3-6">
        <title>Peak</title>
        <p>The customs and tariff protection are classified into three levels: peak,
moderate, and minimal. The peak level is characterized by setting the largest
possible import duty rate in accordance with the international obligation. The
moderate level represents the average values closed to the average amount of the
import duty rates from the possible range from zero to the peak value. The
minimal one provides the lowest possible or zero import duty rates for imported
goods.</p>
        <p>Let us construct the domestic demand equations at peak, moderate, and zero
levels of customs and tariff protection. To solve these problems, we proceed from
the following propositions:
• The volume of demand in physical and monetary terms as constant values
  ( ) =  ,   ( ) =  .
• The total expenditure of the purchase of a particular product should not increase
in order to minimize the additional burden on the end consumer (e. g., the
expectations should be met).</p>
        <p>=   (  ) ∗   +   ∗   =  , (1)
  – the number of expenses of a domestic consumer for a product  ,   (  ) –
the price of one unit of imported goods,   – the number of imported goods,   –
the price of one unit of a domestic product,   – the number of goods from
domestic producers.
1. The elasticity of imports is taken per unit.</p>
        <p>Let us introduce the domestic market's total consumption volume and take it as
a constant value  =   +   =   . Then the total consumption volume in
physical terms will look as follows
  =   (  ) ∗   +   ∗   =   (  ) ∗  −   +   ∗   =   (  ) −
  (  )  +   ∗   (2)</p>
        <p>Equality (3) is followed from (2), which can derive an equation for calculating
the volume of consumed goods by domestic producers in physical terms   (4)
  (  )  −   ∗   =   (  ) -  (3)</p>
        <p>(  ) −  (4)
  =   (  )−</p>
        <p>Equality (5) is followed by (2), which makes it possible to derive the equation
for the price of imported goods (6)
  (  )  +   (  ) =   ∗   −  (5)</p>
        <p>(  ) =    ∗ +−  (6)</p>
        <p>The peak level of customs and tariff protection ensures maximal benefits for
domestic producers by stimulating the demand for domestic goods (e. g.,   →
max ). At the same time, to avoid an additional burden on the end consumer, the
domestic product prices should not increase (e. g.,   =  ). Thus, the
structure of domestic demand at the peak level of customs and tariff protection is
characterized by the following system of equations (7):
  = 
(8):
goods.</p>
        <p>⎪
⎩
⎨
⎪
⎪
⎩
⎨
⎪
⎪
⎩
⎨
⎪
⎧  =   −</p>
        <p>−  → 
  (  ) =</p>
        <p>+
  ∗  −  → 
  =</p>
        <p>,   =  −   → 
,   =  
(7)</p>
        <p>The moderate level of customs and tariff protection creates advantages for
domestic producers to increase production volumes   → 
the price of imported goods   (  ) → 
. The domestic goods price is constant
while minimizing
. Thus, the structure of domestic demand at the moderate level of
customs and tariff protection is characterized by the following system of equations
⎧  =   −</p>
        <p>−  → 
  (  ) =
,   =  −   →</p>
        <p>,   = 
  +
  ∗  −  → 
  → ( 

2</p>
        <p>)
  +
  ∗  −  →</p>
        <p>→ 0
⎧  =   −</p>
        <p>−  → 
  (  ) =
,   =  −   → 
,   =</p>
        <p>The zero level of customs and tariff protection creates advantages for domestic
producers by minimizing its price   (  ) → 
consumer, and the possibility of using an additional income to purchase domestic
, reducing the burden on the end</p>
        <p>Therefore, obtained equation systems let us predict the possible structure of
domestic consumption for the selected production development strategies and
levels of customs and tariff protection.
4</p>
      </sec>
    </sec>
    <sec id="sec-4">
      <title>Conclusion</title>
      <p>The developed methodology makes it possible to calculate the coefficient of
import dependency in relation to a specific product and, according to the chosen
strategy of the domestic industrial production development, to recommend the
required level of customs and tariff protection – peak, moderate, or zero. Besides,
the suggested equations (7) - (9) allow us to forecast the structure of domestic
demand for a specific type of goods in case of the import duty rate change.</p>
      <sec id="sec-4-1">
        <title>NY: United Nations.</title>
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policy. London, UK: Pearson Education.
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