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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Information Technology for Choosing the Trademark Considering the Attitude of Consumer</article-title>
      </title-group>
      <contrib-group>
        <aff id="aff0">
          <label>0</label>
          <institution>Khmelnytskyi Lyceum No.</institution>
          <addr-line>17, Khmelnytskyi</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Khmelnytskyi National University</institution>
          ,
          <addr-line>Khmelnytskyi</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>Lviv Polytechnic National University</institution>
          ,
          <addr-line>Lviv</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <fpage>0000</fpage>
      <lpage>0002</lpage>
      <abstract>
        <p>The study of the attitude of the consumer to products is an important criterion for the enterprise because timely and properly conducted analysis allows to optimize the costs of the enterprise and to make informed marketing decisions on pricing. In this paper, the structure of information technology for choosing the trademark considering the attitude of consumer, a model of the process of choosing the trademark considering the attitude of consumer based on the multi-factor model of Fishbein, the method of choosing the trademark considering the attitude of the consumer have been developed. The developed in this paper model and method differ from the known models and methods by consideration of the attitudes of consumer towards trademarks and provide an opportunity to take into account the influence of the main attributes by which consumers evaluate trademarks. During the experiment, an analysis of the functioning of the developed model and method on the example of choosing a trademark of acoustic guitar, taking into account the attitude of the consumer, was conducted. In the process of such analysis, the attitude of the consumers to the acoustic guitars trademarks (Takamine, Fender, Yamaha, Gibson, Ibanez, Taylor, Martin) was calculated on the basis of the developed model and the method of choosing the trademark considering the attitude of the consumer. In order to complete the development of information technology, it is necessary to develop a tool (for example, a web service) for choosing the trademark considering the attitude of the consumer. Further studies of the authors will be addressed the development of such a tool (as a web service).</p>
      </abstract>
      <kwd-group>
        <kwd>Information Technology</kwd>
        <kwd>Choosing the Trademark</kwd>
        <kwd>Attitude of Consumer</kwd>
        <kwd>Model of Fishbein</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>At present, in conditions of market relations, when the supply of goods is much
higher than demand, competition between producers of goods is constantly increasing,
there is a constant struggle for consumers, it is important to know the attitude of
consumers to the manufactured goods for the profitability and successful development of
enterprises. The competitive positions of the company in the market are closely
related to the analysis of consumer perception of the trademark, the formation of attitude
towards it and its products.</p>
      <p>
        For enterprises whose activities involve the production and sale of products, the
most important issue is the competitiveness of products. In modern conditions, the
effectiveness of the enterprise on the market depends not so much on the objective
properties of the product sold under a certain trademark, but on the subjective
perception of the product trademark by the consumer [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. In terms of their technical and
economic characteristics, the products of the leading manufacturers are objectively
little different from each other, and, according to the results of the study, more than
80% of trademarks are undifferentiated [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ].
      </p>
      <p>
        That is why the marketing strategy of leading foreign companies is aimed primarily
at transforming the consciousness of potential consumers, which is based on a
positioning strategy, an analysis of the consumer's attitude towards the trademarks of
producers and competitors [
        <xref ref-type="bibr" rid="ref3 ref4 ref5">3-5</xref>
        ].
      </p>
      <p>
        Evaluation of attitude of consumers to products (trademark) allows us to find the
weaknesses of the object under study. Avoiding the weaknesses of the product is a
key factor in improving the competitiveness of the organization, as well as improving
the productivity of consumer-oriented enterprise [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ].
      </p>
      <p>In the competition for the consumer the company that is able as best as possible
and quickly meet the needs of the buyer always wins. A deep understanding of
consumers allows you to be sure that the manufacturer offers the right products to the
right consumers in the right way. An enterprise that understands how consumers
respond to different product properties gains a significant advantage over competitors.</p>
      <p>Therefore, the study of the consumer's behaviour (choice) in terms of their attitude
to trademarks is the actual task in the conditions of increased competition in the
market.
2</p>
    </sec>
    <sec id="sec-2">
      <title>Literature Review</title>
      <p>
        Attitude is a stable tendency to respond to certain phenomena in a certain way, which
persists for a long time [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ]. The buyer can remember no more than seven trademarks
in each product group. The position given to any product is a complex set of
perceptions, impressions and feelings that the consumer has when comparing this
product with the products of the competitors.
      </p>
      <p>
        Today, there are two main theories, which are used to explain the forming of the
attitude of consumers to the trademark – the theory of cognitive dissonance (a sense
of dissonance is a state which the person tries to reduce) [
        <xref ref-type="bibr" rid="ref1 ref7">1, 7</xref>
        ] and attributive theory
(the product is considered as a set of properties (attributes) that can solve the problem
of the consumer, meet his needs) [
        <xref ref-type="bibr" rid="ref1 ref8 ref9">1, 8, 9</xref>
        ] – Fig. 1.
      </p>
      <p>
        Considering the advantages and disadvantages of cognitive dissonance theory,
analyzed one- and multi-factor models, the multi-factor model of Fishbein was chosen
as a base model for the development of information technology for choosing the
trademark considering the attitude of the consumer.
The conducted analysis of the literature revealed the lack of information
technology for choosing the trademark considering the attitude of the consumer.
Considering the actuality of the task of the study of the consumers' behaviour (choice)
in the terms of their attitude to trademarks and the need to automate the processing of
information to determine the attitude of the consumer (since the incompleteness,
inaccuracy and distortion of such information will lead, respectively, to the fall in the
veracity of conclusions about the attitude of consumers to trademark [
        <xref ref-type="bibr" rid="ref10 ref11">10, 11</xref>
        ]), the
purpose of the study is the support of choosing the trademark considering the attitude
of the consumers through the development of appropriate information technology.
3
      </p>
    </sec>
    <sec id="sec-3">
      <title>Information Technology for Choosing the Trademark</title>
    </sec>
    <sec id="sec-4">
      <title>Considering the Attitude of Consumer</title>
      <p>Concept of information technology for choosing the trademark considering the
attitude of consumer is represented on Fig. 2.</p>
      <p>Model of process of choosing the trademark considering the attitude of consumer
based on the multi-factor model of Fishbein. According to the model of Fishbein, the
attitude of the consumer to the trademark is the sum of the products of the value of the
attribute of the trademark by the relative weight of the attribute, i.e. it is determined
by the formula:</p>
      <p>At=Σwj⋅aj,
(1)
where At – the attitude of the consumer to the trademark, wj – the relative weight of
jth attribute of the trademark, aj – the value of j-th attribute of the trademark by the
consumer, j=1..m, m – the number of significant attributes of the trademark.</p>
      <p>Method of choosing the trademark considering the attitude of consumer consists
of the following stages – Fig. 3.</p>
    </sec>
    <sec id="sec-5">
      <title>Experiment, Results and Discussions</title>
      <p>Let's analyze the functioning of the developed model and method on the example of
choosing the trademark of acoustic guitar, considering the attitude of the consumer.</p>
      <p>It is well known that the buyer can memorize no more than seven trademarks in
each product group. So that 7 trademarks of guitar manufacturers in the world were
selected:
1. Takamine;
2. Fender;
3. Yamaha;
4. Gibson;
5. Ibanez;
6. Taylor;
7. Martin.</p>
      <p>In the first stage, an analysis of publications on the Internet and posts on various
rock music forums regarding the parameters for the choice of an acoustic guitar –
with the purpose of determining the attributes that are most significant for consumers.
As shown by the conducted analysis, the following attributes are most important for
consumers when buying an acoustic guitar:
1. the material of which the acoustic guitar is made;
2. the material of which the upper deck is made;
3. thickness of metal strings;
4. material of buttons (saddles) that fix the strings;
5. guitar sounding;
6. the outward (look) of the guitar;
7. the price of the guitar.</p>
      <p>In the second stage, the survey (with a google form) was conducted, in which
people who use acoustic guitars in their professional activities or in their spare time
took part with the purpose of choosing the most important attribute for each
respondent. 100 respondents took part in this survey. The results of the survey are
presented in the form of a diagram – Fig. 4.</p>
    </sec>
    <sec id="sec-6">
      <title>The most important attribute</title>
      <p>Material of guitar (20)
Material of upper deck (7)
Thickness of strings (10)
Material of buttons (5)
Guitar sounding (30)
Guitar outward (15)
Guitar price (13)
In the third stage, an appropriate questionnaire (google form) was developed to
collect values of all the above attributes for different guitar trademarks. This
questionnaire consisted of 49 questions (7 attributes for each of the 7 trademarks). A
link to this questionnaire (google form) with asking to pass this survey has been sent
to several rock music lovers' forums. Respondents valued the attributes by the
described above 7-point bipolar scale. 120 respondents participated in the survey.</p>
      <p>The value of each attribute for each trademark is calculated by the formula:
aj = ] (Σaij)/n [,
(2)
where aij – value of j-th attribute by i-th respondent, i=1..n, n – quantity of respondents.</p>
      <p>In the fourth stage, the value of the attitude of the consumers to each trademark
according to the formula (1) is calculated. The results of the 3-rd and 4-th stages are
presented in Table 1.</p>
      <p>The attitude of the consumers to the trademarks of acoustic guitars' manufacturers
by the developed model and method is represented on Fig. 5.</p>
      <p>According to the results of our study, consumers consider "Yamaha" the best
trademark-manufacturer of acoustic guitars. The least attractive by the consumers is
the trademark-manufacturer of acoustic guitars "Martin".</p>
      <p>Obviously, the process of choosing the trademark considering the attitude of the
consumer is a routine, time-consuming job, and at all stages – both at the stage of
gathering the necessary information (survey) and at the stage of calculations. So, this
process requires automation – a web service that automates both surveys and
calculations is required.</p>
      <sec id="sec-6-1">
        <title>Takamine</title>
      </sec>
      <sec id="sec-6-2">
        <title>Fender</title>
      </sec>
      <sec id="sec-6-3">
        <title>Yamaha</title>
      </sec>
      <sec id="sec-6-4">
        <title>Gibson</title>
      </sec>
      <sec id="sec-6-5">
        <title>Ibanez</title>
      </sec>
      <sec id="sec-6-6">
        <title>Taylor</title>
      </sec>
      <sec id="sec-6-7">
        <title>Martin</title>
      </sec>
      <sec id="sec-6-8">
        <title>The attitude of the consumers to the trademarks</title>
        <p>The study of the attitude of the consumer to products is an important criterion for the
enterprise because timely and properly conducted analysis allows to optimize the
costs of the enterprise and contributes to acquisition a positive, lasting favour from
customers. In addition, knowledge of the attitude of the consumers allows you to
make informed marketing decisions to improve existing and to create new products,
to forecast their success, to set pricing and to evaluate advertising effectiveness.</p>
        <p>In this paper, the structure of information technology for choosing the trademark
considering the attitude of consumer, a model of the process of choosing the
trademark considering the attitude of consumer based on the multi-factor model of
Fishbein, the method of choosing the trademark considering the attitude of the
consumer have been developed. The developed in this paper model and method differ
from the known models and methods by consideration of the attitudes of consumer
towards trademarks and provide an opportunity to take into account the influence of
the main attributes by which consumers evaluate trademarks.</p>
        <p>During the experiment, an analysis of the functioning of the developed model and
method on the example of choosing a trademark of acoustic guitar, taking into
account the attitude of the consumer, was conducted. In the process of such analysis,
the most important attributes were identified by which consumers evaluate acoustic
guitars; the relative weights (importance) of such attributes were determined; the
values of all the above attributes for different trademarks-acoustic guitar
manufacturers were collected.</p>
        <p>After this, the attitude of the consumers to the trademarks-manufacturers of
acoustic guitars (Takamine, Fender, Yamaha, Gibson, Ibanez, Taylor, Martin) was
calculated on the basis of the developed model and the method of choosing the
trademark considering the attitude of the consumer – so, Yamaha is considered to be the
best acoustic guitar manufacturer's trademark and the Martin is considered to be the
least attractive acoustic guitar manufacturer's trademark.</p>
        <p>In order to complete the development of information technology, it is necessary to
develop a tool (for example, a web service) for choosing the trademark considering
the attitude of the consumer – for automation of routine, time-consuming work – both
at the stage of gathering the necessary information (survey) and at the stage of
calculations.</p>
        <p>Further studies of the authors will be addressed:
1. development of the tool (web-service) for choosing the trademark considering the
attitude of consumer;
2. design and realization of information technology for choosing the trademark
considering the attitude of consumer.</p>
      </sec>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          1.
          <string-name>
            <surname>Zozulyov</surname>
            ,
            <given-names>O. V.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Poltorak</surname>
            ,
            <given-names>K. A.</given-names>
          </string-name>
          :
          <article-title>The role of internet-technology in a process of matching economic interests of market entities</article-title>
          .
          <source>Economic Bulletin of the National Technical University of Ukraine "Kyiv Polytechnic Institute" 10</source>
          ,
          <fpage>399</fpage>
          -
          <lpage>403</lpage>
          (
          <year>2013</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          2.
          <string-name>
            <surname>Schiffman</surname>
            ,
            <given-names>L. G.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Wisenblit</surname>
          </string-name>
          , J.:
          <source>Consumer behavior. London: Pearson</source>
          (
          <year>2019</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          3.
          <article-title>Positioning of goods on the market -</article-title>
          <source>Marketing: theory and practice</source>
          ,
          <year>2018</year>
          , https://testmyprep.com/subject/marketing/positioning
          <article-title>-of-goods-on-the-market-marketing</article-title>
          ,
          <source>last accessed</source>
          <year>2020</year>
          /04/21.
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          4.
          <string-name>
            <surname>Zozulyov</surname>
            ,
            <given-names>O.</given-names>
          </string-name>
          :
          <article-title>Strategies of market positioning of goods on the consumer market</article-title>
          .
          <source>Economy of Ukraine</source>
          <volume>10</volume>
          ,
          <fpage>43</fpage>
          -
          <lpage>48</lpage>
          (
          <year>2006</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          5.
          <string-name>
            <surname>Fayvishenko</surname>
            ,
            <given-names>D.</given-names>
          </string-name>
          :
          <article-title>Formation of brand positioning strategy</article-title>
          .
          <source>Baltic Journal of Economic Studies</source>
          <volume>4</volume>
          (
          <issue>2</issue>
          ),
          <fpage>245</fpage>
          -
          <lpage>248</lpage>
          (
          <year>2018</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          6.
          <string-name>
            <surname>Kapinus</surname>
            ,
            <given-names>L.</given-names>
          </string-name>
          :
          <article-title>Investigation of consumer attitudes to the product through integration models</article-title>
          .
          <source>Scientific papers of the National University of Food Technologies</source>
          ,
          <volume>27</volume>
          ,
          <fpage>53</fpage>
          -
          <lpage>57</lpage>
          (
          <year>2008</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          7.
          <string-name>
            <surname>Festinger</surname>
            ,
            <given-names>L.</given-names>
          </string-name>
          :
          <article-title>A theory of cognitive dissonance</article-title>
          . Stanford: Stanford University Press (
          <year>2018</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          8.
          <string-name>
            <surname>Gbadamosi</surname>
            ,
            <given-names>A.</given-names>
          </string-name>
          :
          <article-title>Handbook of Research on Consumerism and Buying Behavior in Developing Nations</article-title>
          .
          <source>Hershey: IGI Global</source>
          (
          <year>2016</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          9.
          <string-name>
            <surname>Lambin</surname>
          </string-name>
          , J.-J.,
          <string-name>
            <surname>Chumpitaz</surname>
            ,
            <given-names>R.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Schuiling</surname>
            ,
            <given-names>I.</given-names>
          </string-name>
          :
          <string-name>
            <surname>Market-Driven</surname>
            <given-names>Management</given-names>
          </string-name>
          : Strategic and
          <string-name>
            <given-names>Operational</given-names>
            <surname>Marketing</surname>
          </string-name>
          . London: Palgrave Macmillan (
          <year>2014</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          10.
          <string-name>
            <surname>Hovorushchenko</surname>
            ,
            <given-names>T.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Pomorova</surname>
            ,
            <given-names>O.</given-names>
          </string-name>
          :
          <article-title>Ontological approach to the assessment of information sufficiency for software quality determination</article-title>
          .
          <source>CEUR-WS 1614</source>
          ,
          <fpage>332</fpage>
          -
          <lpage>348</lpage>
          (
          <year>2016</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          11.
          <string-name>
            <surname>Hovorushchenko</surname>
            ,
            <given-names>T.</given-names>
          </string-name>
          :
          <article-title>Methodology of evaluating the sufficiency of information for software quality assessment according to ISO 25010</article-title>
          .
          <source>Journal of Information and Organizational Sciences</source>
          <volume>42</volume>
          (
          <issue>1</issue>
          ),
          <fpage>63</fpage>
          -
          <lpage>85</lpage>
          (
          <year>2018</year>
          ).
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>