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International Journal of Trend in Scientific Research and Development (IJTSRD)
Volume 5 Issue 4, May-June 2021 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470
@ IJTSRD | Unique Paper ID – IJTSRD41164 | Volume – 5 | Issue – 4 | May-June 2021 Page 129
The Tasks of Marketing in the Digital Era
Asqar Samadov
Associate Professor, Tashkent State University of Economics, Tashkent, Uzbekistan
ABSTRACT
This article has a qualitative approach, where the main challenges that
Marketing areas have in the era of disruptive technologies are raised. At the
same time, it examines the opportunities offered by the same technologies to
deal with the capture, management and treatment of large volumes of
information dispersed in different sources, whose heterogeneous,
unstructured data concentrates the basic elements to develop invaluable
information to the departmentsMarketing,giventhattherewouldbeobtained
market trends, attributes and ideal characteristics to develop products and
services tailored to consumers.
KEYWORDS: Big Data, KPI, ROMI, Marketing, disruptive technologies
How to cite this paper: Asqar Samadov
"The Tasks of Marketing in the Digital
Era" Published in
International Journal
of Trend in Scientific
Research and
Development
(ijtsrd), ISSN: 2456-
6470, Volume-5 |
Issue-4, June 2021,
pp.129-133, URL:
www.ijtsrd.com/papers/ijtsrd41164.pdf
Copyright © 2021 by author(s) and
International Journal ofTrendinScientific
Research and Development Journal. This
is an Open Access article distributed
under the terms of
the Creative
CommonsAttribution
License (CC BY 4.0)
(http://creativecommons.org/licenses/by/4.0)
1. INTRODUCTION
In 2020 a study reported that 85% of the data in the world
was generated in the last two years. This enormous growth
of information, consolidated by the growth of social
networks, the Internet of things, geolocation, increased
broadband, smartphones, gives way to Big Data technology.
Based on the foregoing, it can be indicated that the Digital
Era impacts Marketing areas, forcing them to rethink
strategies, functions and operations within a company and,
on the other hand, companies, so that they take advantage of
the available technological tools, of In such a way that by
analyzing the informationprovided bycustomers,theyallow
them to make correct decisions, in the identification of new
businesses or development of products and services, whose
characteristics are attachedtotheneeds,trendsandtastesof
consumers.
This document seeks to generate understanding of the
difficulties and challenges faced by companies and
marketing areas, when processing large volumes of
information and at the same time to know the advantages
offered by existing technologies such as Big Data, to identify
tastes, preferences of clients, new business opportunities
and consumer trends, in such a way that they allow the
creation of products or services according to the factors and
attributes identified, sothattheyaddvaluetocompaniesand
clients. In summary, it is intended to analyze the difficulties
and challenges of current Marketing and the opportunities
offered by technologies to face the existing challenges in the
Digital Age.
To achieve the objective of this study, internationally
recognized bibliographic sources were taken, the main
authors of Marketing such as Philip Kotler, Gary Armstrong,
Juan Carlos Alcaide. Likewise, articles publishedinacademic
journals related to technology and the challenges of
Marketing today were reviewed. A total of 23 bibliographic
references published from 2011 to the present were used.
The literature review is based mainly on academic
publications with theoretical approaches carried out in the
last four years, since this document is intended to clarify
concepts and encourage future researchthatisrelatedtothe
technological impacts in the Marketing area, analyzing the
importance, attributes and characteristics of emerging
economies and disruptive technologies.
In the first part, Marketing concepts, their evolution and
approaches based on the market environmentovertime will
be addressed. Second, disruptive technologies and the type
of data generated will be listed, as well as Big Data,
characteristics, benefits as a technological alternative that
provides solutions to the high volume of heterogeneous
information.
2. MARKETING CONCEPTS METHODS
In this first part, Marketing concepts will be compared to
extract and decompose general terms that allow
dimensioning the scope of its functions in the Digital Age.
In the first place, the main association of the discipline is
cited, the American Marketing Association (AMA), the same
one that was adapting the concept of marketing basedonthe
economic, social, innovation and technology changes that
were arising over time. and that affected management
techniques and marketinginfluences.In2013,theAMA,after
several investigations, released the latest definition of
marketing to date, “marketing as the activity, a set of
relevant practices and processes to create, communicate,
release and exchange offers that have value for customers.
IJTSRD41164
International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD41164 | Volume – 5 | Issue – 4 | May-June 2021 Page 130
clients, partners and for society in general. For their part,
Kotler and Armstrong (2014) agreed when saying that
"Marketing is the process by which companies create value
for customers and build solid relationships with customers
in order to capture customer value in return".
In both definitions it is specified that marketing manages
processes to create value for differentinterestgroups,which
is why the marketing function grows as a discipline outside
the organizations, delivering value not only to the parties
involved in the exchange but also to the society, however, it
is identified that in the definition of Kotler and Armstrong
they highlight the term creating solid relationships with
clients.
Based on the above, the marketing challenges are identified,
understanding the market, which according to what Ferrell
and Hartline (2012) mentioned in their most basic
description, the market is a set of buyers and sellers,
implying that the market is a group of individuals or
institutions with similar characteristics and needs that can
be served with a particular product or service,
understanding that as the “what”. However, the “where” is
what has changed with today's technology. At the moment,
where can be "anywhere", buyers and sellers are located
anywhere, with different cultures, thoughts, emotions and
needs.
Design the marketing strategy Immediately another
challenge jumps, how to design the client's marketing
strategy, if the market no longer has a physical location,
referring to the presence of a virtual market, where
products, services and information are exchanged through
existing technological networks, which grow quickly
detached from time and space.Several examples of this type
of market are companies suchasAmazon,eBayandMonster,
where customers can buy, place orders, exchange
information 24 hours a day, seven days a week and lose
control over the information that is said about their
company and products through blog, Twitter or discussion
forums of a virtual market outside the space of the same
market.
Marketing plan and program The company must first
create an offer that meets the needs of customers, this is
called a product; deciding how much to charge for the offer
is the price; and how you will make it available to target
consumers; square. Finally, the marketing program
establishes relationships with customers by transforming
the marketing strategy into actions,which,dependingonthe
way of connecting with customers, gives way to digital
marketing, which should be integrated into the strategic
marketing of the company. The following figure illustrates
the digitization of marketing and the relationship between
the product and service offering and how it will access the
customer.
Disruptive Technologies Disruptive Technologies offer
revolutionary changes in the realization of processes and
operations, they create growth in the industries in which
they penetrate andfromthemcompletelynewindustries can
be created through the introductionofproductsandservices
that are convenient for quality and price. Thesetechnologies
typically disrupt workforce participation by allowing
technologically unsophisticated individuals to enter and
become a highly competitive, industrial workforce.
Since the beginning of time, each new technological
invention has meant a paradigm shift for the way people
function in their work. However, the frequencyofchanges in
recent years has increased to such an extent that companies
have to renew almost every season. Usually they are small
changes or mere adaptations, but sometimes an innovation
appears that renders the previous mechanisms obsolete.
This is what is known as disruptive technology.
In this section, the disruptive technologies that have
generated significant impacts on the world will be listed to
directly locate the impact on the generation of information
required for marketing studies in the preparation of
strategies, plans and programs that generate value. to the
client and identification of new markets. According to Barba
(2014), few technologies shape and reshape the economic
landscape. For such technologies to rise to the category of
economically disruptive, they would have to radically
transform the status quo, transforming the way of working
and living.
Some technologies that have been agreed to have disruptive
economic impacts will be listed below.
3D printing, will allow the creation of large-scale
products.
Robots, one of the most powerful disruptive
technologies, currently perform operations that were
thought to be impossible to automate.
Internet of things, refers to identifiable objects, if all
objects were identified legibly it would be a drastic
change for the human population.
Cloud computing, is one of the most powerful disruptive
technologies, it allows the use of a variety of tools to
manage content or measure KPIs from any device with
Internet access.
Farmer drones, these are easy-to-use unmanned
aircraft, equipped with cameras and that also allow
water samples to be taken, to monitortheharvest,water
consumption and pest management.
3. BIG DATA
Definition At present, different authors have not reached a
consensus on a generally accepteddefinitionofBigData. The
authors examined define Big Data from different
perspectives, all of them complementary. In this section
there will be a synthesis of the concepts examined through
different citations. For McKinsey Global Institute (2011),
“Big Data refers to data sets whose size is beyond the
capabilities of typical database software tools to capture,
store, manage and analyze” (p. 1). According to Schmarzo
(2014) “Big Data seems different,perhapsbecauseitsnature
is more related to business transformation than to
technology” (p. 19). On the other hand, for Solana and Roca
(2015), “Big Data is decision-making or the provision of
services based on the use of digital data flows and the ability
to process them in real time” (p. 11).
Considering the detailed review of different authors in
several consulted publications, a definition in accordance
with the Digital Age will be taken as a reference.Considering
the concept of disruptive technologies, in this case the
contribution of Ortiz, Joyanes and Giraldo (2016) will be
considered:
Big Data is the organizational, technological and tactical
strategy that facilitates capturing, storing, processing and
analyzing the large volumes of data generated throughout
the company's value chain, which varies according to the
sector, industry and the needs of each company (p. 8).
International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD41164 | Volume – 5 | Issue – 4 | May-June 2021 Page 131
Picture-1 Big data value definition
Companies in general need to store all the data, which represents large volumes of information, which will be gradually
incorporated into their operational procedures, therefore it must be available at any time. Others require the information
processed in real time, for immediate decision-making, that is, they demand speed and thus offer their customers products at
the moment, according to the interests presented, to motivate the purchase inreal time.Likewise,otherorganizationsdemand
variety, which is why they store different types of data, to manipulate them in their business structure.Insummary, itcouldbe
indicated that the policies and business rules for the use of Big Data are perfectly linked to the mission, vision, purposes and
business objectives of each institution or organization.
Data types and sources of Big Data Big Data is different from traditional data sources that store structureddata in relational
databases, which would be the traditional schema.
However, the great variety of data generated by companies, people, machines, transactions, biometricsandthedifferenttypes
of technologies, it could be said that the most abundant and those with the most informative content for organizations,arethe
types of data unstructured. Due to the huge amount of data provided from various sources.
The main challenge: the 6Vs of Big Data With the permanent growth of the volume of data, companies in general face great
challenges every day to manage and administer the information generated from the different technological platforms. In
particular, IBM and Gartner propose the model of the three “Vs” to refer to the characteristics of Big Data: volume, speed and
variety. However, as technology advances and the volumes of information grow enormously, new features are added, this is
how IBM includes a fourth feature that is truthfulness, but Joyanes (2014) adds the fifth and it is about value .
On the other hand, another author, Tascón, proposes anadditional V,itisaboutvisualization,whichrepresentsthe newwaysof
seeing these data (Tascón, 2013). Therefore, it is concluded that the current Big Data has 6 "V", to cover the organizational
needs: volume, speed, variety, veracity, value and visualization, this is how this phenomenon that is information drives
innovation in companies, the technical elements and processes that lead to the immediate knowledge of your clients or client
prospects. These tasks involve many actions: capturing, storing, processing, and analyzing information as 6V attributes.
Of the great variety of data generated by companies, people, machines, transactions and biometrics among other sources, the
most abundant and those with the most informative content for organizations are the types of "unstructured"data,commonly
also called heterogeneous data. . From the huge amount of data provided by various sources, the web and social media will be
taken as a reference in this writing.
The creation of value in companies through Big Data Big Data can generate profits for companies andtheefficientcreation
of new products. Thanks to data processing, information can be generated that improves decision-making. That information,
plus the experience of obtaining new knowledge, can be used to innovate, create, improve existingprocessesandreducecosts.
It could also discover components, products, variables that generate a deeper knowledgeofhowcompaniesbehaveinternally,
their environment, influences, interaction with stakeholders, how they behave in relation to products, identify expectations,
and suggestions on how to behave. I could satisfy them better. Big Data can trigger the transformation of the company, its
products and even the market, since it could position companies in a privileged way.
With the knowledge and treatment of data, plus the combination of sources, together with creative and innovation processes,
companies could be transformed, through the search for relevant information. You can also explore the possiblerelationships
and combinations with data from social networks, which have details about opinions, tastes, preferences, customer needs,
feelings that a brand awakens with the stock market price (Galimary, 2014).
Below are a series of success stories and benefits regarding the implementation and application of Big Data in business
management, especially in Marketing.
International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD41164 | Volume – 5 | Issue – 4 | May-June 2021 Page 132
Recommendation engines AmazonbeganusingBigData-basedbook recommendations,replaceda teamofcritical publishers,
and the success was resounding and patented. Similarly, Google with recommended ads, Twitter with suggestions, Facebook
with friends, LinkedIn with suggested contacts. Those suggestionsare basedonanalysisofusers,theirbehavior,togeneratean
idea of how to satisfy them.
Marketing campaign analysis This section responds to the section “Marketing challenges” (See above). The marketing
process: create and capture customer value, given that the more atomized the data is, the more accurate the marketing
departments would be to identify and segment target customers and personalize content. The provision of data such as flows
on the webs, clicks, Facebook preferences, detailed call encodings, and the metadata of tweets, in short, will allow the
identification of new shopping patterns and customer behaviors.
Customer loyalty Loyalty to your customers is not a matter of luck (Alcaide, 2015), the repurchase of products by the same
customer may indicate a higher degree of loyalty and lessprobabilityoflosingthecustomer,thatiswhymanycompaniesstrive
to improve the cross-selling and up-selling, however, the heterogeneity of criteria is a problem when analyzing sales between
different lines of business. Big Data is capable of treating this data ina unifiedway,allowinglarge-scaleanalysisandidentifying
patterns correlated with the loss of customers or greater loyalty, in this way the efforts and initiatives are fully targeted.
Social Analysis Facebook data scientists discovered that, if a friend shared a photo and added a "like", that caused other
friends to be encouraged to act in the same way, this led to Facebook modifying the news page giving greater visibility of the
actions carried out by friends, generating a circle of new contributions. In summary, thistypeof behaviorpatternscapturedby
the behavior associated with Big Data would be difficult to find by other means.
Predictive analytics The immense volume of data that financial institutions must process to predict future changes in the
markets, using current and historical data, make the analyzes can be solved usingBigData technology.BigData allowsanalysis
in a simpler, faster way, even in real time, with relatively low costs.
Risk analysis In an increasingly globalized environment, proactive and continuous management to analyze and evaluate
business risks are keys to success. However, the heterogeneities of the actors involved in these processes make it difficult to
carry out the analyzes. An example of the expansion of a company with BigData Scoringwhichisa determiningtool tomeasure
credit risk in banking entities and which allows evaluating the solvency of a client basedondata fromsocial networks,thetime
they spend consulting Facebook, the university degree of the network of friends, the "likes" or the indicatedpreferences.They
also mention news that crosses with other companies looking for alerts about inconsistent data. In his profile of the social
network LinkedIn indicates that he is a Harvard graduate, no friend in his network has studied at Harvard, it may be possible,
but it is unlikely.
4. ROMI MEASUREMENT
Definition ROMI is the return on investment in social media. Its objective is to identify all the annual contributions that the
business has obtained from social media marketing, both in sales, increase in market share,amongotherdata (AwarenessInc.,
2012). Another expert indicates that "the Social Media ROI is the profitability obtained from the activities carried out in social
networks and media" (Serrano, 2012, p. 5).
Picture-2 Measuring return on Marketing investment
The 4Rs of Social Media To measureROMIitisnecessaryto
take into account the 4 “Rs” of social media. The first "R" for
recognition: they are the data and valuesmostrecognizedby
all, these can be fans, followers, subscribers, that allow
recognizing at a glance the situation of a brand in a social
environment. The second "R" of revaluation: after having a
recognized community, the company or brand must try to
revalue it constantly. The third, reaction: the previous ones
are fundamental, but they are useless if a concrete action is
not achieved by the Internet user. Faced with a marketing
stimulus, there must be a reaction on the part of the user to
achieve the proposed objectives.
The fourth of recognition: if the campaign has made theuser
react, only the step that shows greater involvement, loyalty
International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD41164 | Volume – 5 | Issue – 4 | May-June 2021 Page 133
and recommendation remains, share, mention, retweet,
among other things that are signs that the user is not only a
fan of the brand, but hopes that others will find out and also
become fans or followers.
How to measure ROMI To measure the ROMI, the costsand
expenses of the personnel, activities, actions and resources
required to carry out the campaign in social media andother
expenses incurred are added. On the other hand, the results
obtained derived from activities in social media that have a
direct impact on business results are calculated,itcanbethe
percentage of total sales, net profit of the percentageofsales
made through social networks or favored by campaigns in
these (Awareness Inc., 2012).
Measuring ROMI is as important as identifying net costs,
revenues, and benefits. However, what is really important is
to determine which social media marketing campaigns are
appropriate for each organization, in this case the
environment, types of customers, variables and important
and transcendental attributes for the business and thevalue
chain are required. The metrics applied to ROMI allow
evaluating social media and must have a meaningorcontext.
There are four types of metrics
Fundamental metrics: these should include:
engagement, engagement, influence, advocates, and
impact.
Business value metrics:encompasscorporategoalssuch
as revenue, market shares, and consumer satisfaction.
Result metrics KPIs: they are the key performance
indicators, they are carried out taking into account the
objectives for which you are working and these may
vary according to business needs or objectives.
Counting metrics: they are the lowest level ofanalysis:
administrators, followers, visits, views, click numbers,
this data reveals information tactical details of the
social-media campaign.
5. CONCLUSIONS
Disruptive technologies generate disruptive economies,
which forces the world to rethink its activitiesingeneral,the
Marketing area is not alien to this reality since they have to
analyze the difficulties and challengesofchangingMarketing
and identify technological solutions that allow them to
maintain the vision on new markets, adding value and
innovating to products or services, developed to measure
and based on the expectations of customers, increasingly
demanding and changing. Big Data in the digital age is the
tool to face existing challenges, it is the solution to the mega
explosion of information, dispersed, unstructured and
heterogeneous, since it has the ability to extract the
abundant information that exists in social networks , and
other sources of information, whose treatment forges
valuable information for the marketing areasinthedifferent
companies, because through that information they are able
to identify essential factors for the new studies, analysisand
execution of the marketing processes in the different
commercial schemes and whose return on investment
generates positive KPIs and ROMI for shareholders and
stakeholders in general.
Technological developments will continue over time, so it is
necessary to continue with studies of disruptive trends in
different areas, to take advantage of little perceptible but
existing opportunities and in turn as a precautionary
measure that through new studies avoid negative business
and social impacts as they may not have opted for
innovation.
REFERERNCES
[1] Hammerl, T., Schwaiger, J. M., &Leist, S. (2019).
Measuring the Success of Social Media: Matching
Identified Success Factors to Social Media KPIs.
[2] Khotimah, K. (2015). Measurement of Return on
Marketing Investment (ROMI) in Manufacturing
Companies. VanderbiltOwenGraduateSchoolofManage
mentResearchPaperForthcoming.
[3] Stoop, J. (2009). Developing a reference model for KPI
and Dashboard reporting in Sales & Marketing
(Bachelor's thesis, University of Twente).
[4] Schmarzo, B. (2014). KPMG survey: Firms struggle
with big data. RetrievedMay, 23, 2014.
[5] Saura, J. R., Palos-Sánchez, P., &Cerdá Suárez, L. M.
(2017). Understanding the digital marketing
environment with KPIs and web analytics. Future
Internet, 9(4), 76.
[6] Vianello, S. (2011). Web marketing metrics: dalle
analytics alladefinizionedeikpi.
[7] Chaffey, D., & Smith, P. R. (2017). Digital marketing
excellence: planning, optimizingandintegratingonline
marketing. Taylor&Francis.
[8] Doyle, C. (2016). A dictionary of marketing.
OxfordUniversityPress.
[9] Rauschnabel, P. A., Felix, R., &Hinsch, C. (2019).
Augmented reality marketing: How mobile AR-apps
can improve brands through inspiration. Journal of
Retailing and Consumer Services, 49, 43-53.
[10] Berdiyorov, T.A.(2019).MARKETINGIN TRANSPORT
SERVICES. Экономика и социум, (12), 41-44.
[11] Cook, W. A., &Talluri, V. S. (2004). How the pursuit of
ROMI is changing marketing management. Journal of
Advertising Research, 44(3), 244-254.

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The Tasks of Marketing in the Digital Era

  • 1. International Journal of Trend in Scientific Research and Development (IJTSRD) Volume 5 Issue 4, May-June 2021 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470 @ IJTSRD | Unique Paper ID – IJTSRD41164 | Volume – 5 | Issue – 4 | May-June 2021 Page 129 The Tasks of Marketing in the Digital Era Asqar Samadov Associate Professor, Tashkent State University of Economics, Tashkent, Uzbekistan ABSTRACT This article has a qualitative approach, where the main challenges that Marketing areas have in the era of disruptive technologies are raised. At the same time, it examines the opportunities offered by the same technologies to deal with the capture, management and treatment of large volumes of information dispersed in different sources, whose heterogeneous, unstructured data concentrates the basic elements to develop invaluable information to the departmentsMarketing,giventhattherewouldbeobtained market trends, attributes and ideal characteristics to develop products and services tailored to consumers. KEYWORDS: Big Data, KPI, ROMI, Marketing, disruptive technologies How to cite this paper: Asqar Samadov "The Tasks of Marketing in the Digital Era" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456- 6470, Volume-5 | Issue-4, June 2021, pp.129-133, URL: www.ijtsrd.com/papers/ijtsrd41164.pdf Copyright © 2021 by author(s) and International Journal ofTrendinScientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative CommonsAttribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0) 1. INTRODUCTION In 2020 a study reported that 85% of the data in the world was generated in the last two years. This enormous growth of information, consolidated by the growth of social networks, the Internet of things, geolocation, increased broadband, smartphones, gives way to Big Data technology. Based on the foregoing, it can be indicated that the Digital Era impacts Marketing areas, forcing them to rethink strategies, functions and operations within a company and, on the other hand, companies, so that they take advantage of the available technological tools, of In such a way that by analyzing the informationprovided bycustomers,theyallow them to make correct decisions, in the identification of new businesses or development of products and services, whose characteristics are attachedtotheneeds,trendsandtastesof consumers. This document seeks to generate understanding of the difficulties and challenges faced by companies and marketing areas, when processing large volumes of information and at the same time to know the advantages offered by existing technologies such as Big Data, to identify tastes, preferences of clients, new business opportunities and consumer trends, in such a way that they allow the creation of products or services according to the factors and attributes identified, sothattheyaddvaluetocompaniesand clients. In summary, it is intended to analyze the difficulties and challenges of current Marketing and the opportunities offered by technologies to face the existing challenges in the Digital Age. To achieve the objective of this study, internationally recognized bibliographic sources were taken, the main authors of Marketing such as Philip Kotler, Gary Armstrong, Juan Carlos Alcaide. Likewise, articles publishedinacademic journals related to technology and the challenges of Marketing today were reviewed. A total of 23 bibliographic references published from 2011 to the present were used. The literature review is based mainly on academic publications with theoretical approaches carried out in the last four years, since this document is intended to clarify concepts and encourage future researchthatisrelatedtothe technological impacts in the Marketing area, analyzing the importance, attributes and characteristics of emerging economies and disruptive technologies. In the first part, Marketing concepts, their evolution and approaches based on the market environmentovertime will be addressed. Second, disruptive technologies and the type of data generated will be listed, as well as Big Data, characteristics, benefits as a technological alternative that provides solutions to the high volume of heterogeneous information. 2. MARKETING CONCEPTS METHODS In this first part, Marketing concepts will be compared to extract and decompose general terms that allow dimensioning the scope of its functions in the Digital Age. In the first place, the main association of the discipline is cited, the American Marketing Association (AMA), the same one that was adapting the concept of marketing basedonthe economic, social, innovation and technology changes that were arising over time. and that affected management techniques and marketinginfluences.In2013,theAMA,after several investigations, released the latest definition of marketing to date, “marketing as the activity, a set of relevant practices and processes to create, communicate, release and exchange offers that have value for customers. IJTSRD41164
  • 2. International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD41164 | Volume – 5 | Issue – 4 | May-June 2021 Page 130 clients, partners and for society in general. For their part, Kotler and Armstrong (2014) agreed when saying that "Marketing is the process by which companies create value for customers and build solid relationships with customers in order to capture customer value in return". In both definitions it is specified that marketing manages processes to create value for differentinterestgroups,which is why the marketing function grows as a discipline outside the organizations, delivering value not only to the parties involved in the exchange but also to the society, however, it is identified that in the definition of Kotler and Armstrong they highlight the term creating solid relationships with clients. Based on the above, the marketing challenges are identified, understanding the market, which according to what Ferrell and Hartline (2012) mentioned in their most basic description, the market is a set of buyers and sellers, implying that the market is a group of individuals or institutions with similar characteristics and needs that can be served with a particular product or service, understanding that as the “what”. However, the “where” is what has changed with today's technology. At the moment, where can be "anywhere", buyers and sellers are located anywhere, with different cultures, thoughts, emotions and needs. Design the marketing strategy Immediately another challenge jumps, how to design the client's marketing strategy, if the market no longer has a physical location, referring to the presence of a virtual market, where products, services and information are exchanged through existing technological networks, which grow quickly detached from time and space.Several examples of this type of market are companies suchasAmazon,eBayandMonster, where customers can buy, place orders, exchange information 24 hours a day, seven days a week and lose control over the information that is said about their company and products through blog, Twitter or discussion forums of a virtual market outside the space of the same market. Marketing plan and program The company must first create an offer that meets the needs of customers, this is called a product; deciding how much to charge for the offer is the price; and how you will make it available to target consumers; square. Finally, the marketing program establishes relationships with customers by transforming the marketing strategy into actions,which,dependingonthe way of connecting with customers, gives way to digital marketing, which should be integrated into the strategic marketing of the company. The following figure illustrates the digitization of marketing and the relationship between the product and service offering and how it will access the customer. Disruptive Technologies Disruptive Technologies offer revolutionary changes in the realization of processes and operations, they create growth in the industries in which they penetrate andfromthemcompletelynewindustries can be created through the introductionofproductsandservices that are convenient for quality and price. Thesetechnologies typically disrupt workforce participation by allowing technologically unsophisticated individuals to enter and become a highly competitive, industrial workforce. Since the beginning of time, each new technological invention has meant a paradigm shift for the way people function in their work. However, the frequencyofchanges in recent years has increased to such an extent that companies have to renew almost every season. Usually they are small changes or mere adaptations, but sometimes an innovation appears that renders the previous mechanisms obsolete. This is what is known as disruptive technology. In this section, the disruptive technologies that have generated significant impacts on the world will be listed to directly locate the impact on the generation of information required for marketing studies in the preparation of strategies, plans and programs that generate value. to the client and identification of new markets. According to Barba (2014), few technologies shape and reshape the economic landscape. For such technologies to rise to the category of economically disruptive, they would have to radically transform the status quo, transforming the way of working and living. Some technologies that have been agreed to have disruptive economic impacts will be listed below. 3D printing, will allow the creation of large-scale products. Robots, one of the most powerful disruptive technologies, currently perform operations that were thought to be impossible to automate. Internet of things, refers to identifiable objects, if all objects were identified legibly it would be a drastic change for the human population. Cloud computing, is one of the most powerful disruptive technologies, it allows the use of a variety of tools to manage content or measure KPIs from any device with Internet access. Farmer drones, these are easy-to-use unmanned aircraft, equipped with cameras and that also allow water samples to be taken, to monitortheharvest,water consumption and pest management. 3. BIG DATA Definition At present, different authors have not reached a consensus on a generally accepteddefinitionofBigData. The authors examined define Big Data from different perspectives, all of them complementary. In this section there will be a synthesis of the concepts examined through different citations. For McKinsey Global Institute (2011), “Big Data refers to data sets whose size is beyond the capabilities of typical database software tools to capture, store, manage and analyze” (p. 1). According to Schmarzo (2014) “Big Data seems different,perhapsbecauseitsnature is more related to business transformation than to technology” (p. 19). On the other hand, for Solana and Roca (2015), “Big Data is decision-making or the provision of services based on the use of digital data flows and the ability to process them in real time” (p. 11). Considering the detailed review of different authors in several consulted publications, a definition in accordance with the Digital Age will be taken as a reference.Considering the concept of disruptive technologies, in this case the contribution of Ortiz, Joyanes and Giraldo (2016) will be considered: Big Data is the organizational, technological and tactical strategy that facilitates capturing, storing, processing and analyzing the large volumes of data generated throughout the company's value chain, which varies according to the sector, industry and the needs of each company (p. 8).
  • 3. International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD41164 | Volume – 5 | Issue – 4 | May-June 2021 Page 131 Picture-1 Big data value definition Companies in general need to store all the data, which represents large volumes of information, which will be gradually incorporated into their operational procedures, therefore it must be available at any time. Others require the information processed in real time, for immediate decision-making, that is, they demand speed and thus offer their customers products at the moment, according to the interests presented, to motivate the purchase inreal time.Likewise,otherorganizationsdemand variety, which is why they store different types of data, to manipulate them in their business structure.Insummary, itcouldbe indicated that the policies and business rules for the use of Big Data are perfectly linked to the mission, vision, purposes and business objectives of each institution or organization. Data types and sources of Big Data Big Data is different from traditional data sources that store structureddata in relational databases, which would be the traditional schema. However, the great variety of data generated by companies, people, machines, transactions, biometricsandthedifferenttypes of technologies, it could be said that the most abundant and those with the most informative content for organizations,arethe types of data unstructured. Due to the huge amount of data provided from various sources. The main challenge: the 6Vs of Big Data With the permanent growth of the volume of data, companies in general face great challenges every day to manage and administer the information generated from the different technological platforms. In particular, IBM and Gartner propose the model of the three “Vs” to refer to the characteristics of Big Data: volume, speed and variety. However, as technology advances and the volumes of information grow enormously, new features are added, this is how IBM includes a fourth feature that is truthfulness, but Joyanes (2014) adds the fifth and it is about value . On the other hand, another author, Tascón, proposes anadditional V,itisaboutvisualization,whichrepresentsthe newwaysof seeing these data (Tascón, 2013). Therefore, it is concluded that the current Big Data has 6 "V", to cover the organizational needs: volume, speed, variety, veracity, value and visualization, this is how this phenomenon that is information drives innovation in companies, the technical elements and processes that lead to the immediate knowledge of your clients or client prospects. These tasks involve many actions: capturing, storing, processing, and analyzing information as 6V attributes. Of the great variety of data generated by companies, people, machines, transactions and biometrics among other sources, the most abundant and those with the most informative content for organizations are the types of "unstructured"data,commonly also called heterogeneous data. . From the huge amount of data provided by various sources, the web and social media will be taken as a reference in this writing. The creation of value in companies through Big Data Big Data can generate profits for companies andtheefficientcreation of new products. Thanks to data processing, information can be generated that improves decision-making. That information, plus the experience of obtaining new knowledge, can be used to innovate, create, improve existingprocessesandreducecosts. It could also discover components, products, variables that generate a deeper knowledgeofhowcompaniesbehaveinternally, their environment, influences, interaction with stakeholders, how they behave in relation to products, identify expectations, and suggestions on how to behave. I could satisfy them better. Big Data can trigger the transformation of the company, its products and even the market, since it could position companies in a privileged way. With the knowledge and treatment of data, plus the combination of sources, together with creative and innovation processes, companies could be transformed, through the search for relevant information. You can also explore the possiblerelationships and combinations with data from social networks, which have details about opinions, tastes, preferences, customer needs, feelings that a brand awakens with the stock market price (Galimary, 2014). Below are a series of success stories and benefits regarding the implementation and application of Big Data in business management, especially in Marketing.
  • 4. International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD41164 | Volume – 5 | Issue – 4 | May-June 2021 Page 132 Recommendation engines AmazonbeganusingBigData-basedbook recommendations,replaceda teamofcritical publishers, and the success was resounding and patented. Similarly, Google with recommended ads, Twitter with suggestions, Facebook with friends, LinkedIn with suggested contacts. Those suggestionsare basedonanalysisofusers,theirbehavior,togeneratean idea of how to satisfy them. Marketing campaign analysis This section responds to the section “Marketing challenges” (See above). The marketing process: create and capture customer value, given that the more atomized the data is, the more accurate the marketing departments would be to identify and segment target customers and personalize content. The provision of data such as flows on the webs, clicks, Facebook preferences, detailed call encodings, and the metadata of tweets, in short, will allow the identification of new shopping patterns and customer behaviors. Customer loyalty Loyalty to your customers is not a matter of luck (Alcaide, 2015), the repurchase of products by the same customer may indicate a higher degree of loyalty and lessprobabilityoflosingthecustomer,thatiswhymanycompaniesstrive to improve the cross-selling and up-selling, however, the heterogeneity of criteria is a problem when analyzing sales between different lines of business. Big Data is capable of treating this data ina unifiedway,allowinglarge-scaleanalysisandidentifying patterns correlated with the loss of customers or greater loyalty, in this way the efforts and initiatives are fully targeted. Social Analysis Facebook data scientists discovered that, if a friend shared a photo and added a "like", that caused other friends to be encouraged to act in the same way, this led to Facebook modifying the news page giving greater visibility of the actions carried out by friends, generating a circle of new contributions. In summary, thistypeof behaviorpatternscapturedby the behavior associated with Big Data would be difficult to find by other means. Predictive analytics The immense volume of data that financial institutions must process to predict future changes in the markets, using current and historical data, make the analyzes can be solved usingBigData technology.BigData allowsanalysis in a simpler, faster way, even in real time, with relatively low costs. Risk analysis In an increasingly globalized environment, proactive and continuous management to analyze and evaluate business risks are keys to success. However, the heterogeneities of the actors involved in these processes make it difficult to carry out the analyzes. An example of the expansion of a company with BigData Scoringwhichisa determiningtool tomeasure credit risk in banking entities and which allows evaluating the solvency of a client basedondata fromsocial networks,thetime they spend consulting Facebook, the university degree of the network of friends, the "likes" or the indicatedpreferences.They also mention news that crosses with other companies looking for alerts about inconsistent data. In his profile of the social network LinkedIn indicates that he is a Harvard graduate, no friend in his network has studied at Harvard, it may be possible, but it is unlikely. 4. ROMI MEASUREMENT Definition ROMI is the return on investment in social media. Its objective is to identify all the annual contributions that the business has obtained from social media marketing, both in sales, increase in market share,amongotherdata (AwarenessInc., 2012). Another expert indicates that "the Social Media ROI is the profitability obtained from the activities carried out in social networks and media" (Serrano, 2012, p. 5). Picture-2 Measuring return on Marketing investment The 4Rs of Social Media To measureROMIitisnecessaryto take into account the 4 “Rs” of social media. The first "R" for recognition: they are the data and valuesmostrecognizedby all, these can be fans, followers, subscribers, that allow recognizing at a glance the situation of a brand in a social environment. The second "R" of revaluation: after having a recognized community, the company or brand must try to revalue it constantly. The third, reaction: the previous ones are fundamental, but they are useless if a concrete action is not achieved by the Internet user. Faced with a marketing stimulus, there must be a reaction on the part of the user to achieve the proposed objectives. The fourth of recognition: if the campaign has made theuser react, only the step that shows greater involvement, loyalty
  • 5. International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD41164 | Volume – 5 | Issue – 4 | May-June 2021 Page 133 and recommendation remains, share, mention, retweet, among other things that are signs that the user is not only a fan of the brand, but hopes that others will find out and also become fans or followers. How to measure ROMI To measure the ROMI, the costsand expenses of the personnel, activities, actions and resources required to carry out the campaign in social media andother expenses incurred are added. On the other hand, the results obtained derived from activities in social media that have a direct impact on business results are calculated,itcanbethe percentage of total sales, net profit of the percentageofsales made through social networks or favored by campaigns in these (Awareness Inc., 2012). Measuring ROMI is as important as identifying net costs, revenues, and benefits. However, what is really important is to determine which social media marketing campaigns are appropriate for each organization, in this case the environment, types of customers, variables and important and transcendental attributes for the business and thevalue chain are required. The metrics applied to ROMI allow evaluating social media and must have a meaningorcontext. There are four types of metrics Fundamental metrics: these should include: engagement, engagement, influence, advocates, and impact. Business value metrics:encompasscorporategoalssuch as revenue, market shares, and consumer satisfaction. Result metrics KPIs: they are the key performance indicators, they are carried out taking into account the objectives for which you are working and these may vary according to business needs or objectives. Counting metrics: they are the lowest level ofanalysis: administrators, followers, visits, views, click numbers, this data reveals information tactical details of the social-media campaign. 5. CONCLUSIONS Disruptive technologies generate disruptive economies, which forces the world to rethink its activitiesingeneral,the Marketing area is not alien to this reality since they have to analyze the difficulties and challengesofchangingMarketing and identify technological solutions that allow them to maintain the vision on new markets, adding value and innovating to products or services, developed to measure and based on the expectations of customers, increasingly demanding and changing. Big Data in the digital age is the tool to face existing challenges, it is the solution to the mega explosion of information, dispersed, unstructured and heterogeneous, since it has the ability to extract the abundant information that exists in social networks , and other sources of information, whose treatment forges valuable information for the marketing areasinthedifferent companies, because through that information they are able to identify essential factors for the new studies, analysisand execution of the marketing processes in the different commercial schemes and whose return on investment generates positive KPIs and ROMI for shareholders and stakeholders in general. Technological developments will continue over time, so it is necessary to continue with studies of disruptive trends in different areas, to take advantage of little perceptible but existing opportunities and in turn as a precautionary measure that through new studies avoid negative business and social impacts as they may not have opted for innovation. REFERERNCES [1] Hammerl, T., Schwaiger, J. M., &Leist, S. (2019). Measuring the Success of Social Media: Matching Identified Success Factors to Social Media KPIs. [2] Khotimah, K. (2015). Measurement of Return on Marketing Investment (ROMI) in Manufacturing Companies. VanderbiltOwenGraduateSchoolofManage mentResearchPaperForthcoming. [3] Stoop, J. (2009). Developing a reference model for KPI and Dashboard reporting in Sales & Marketing (Bachelor's thesis, University of Twente). [4] Schmarzo, B. (2014). KPMG survey: Firms struggle with big data. RetrievedMay, 23, 2014. [5] Saura, J. R., Palos-Sánchez, P., &Cerdá Suárez, L. M. (2017). Understanding the digital marketing environment with KPIs and web analytics. Future Internet, 9(4), 76. [6] Vianello, S. (2011). Web marketing metrics: dalle analytics alladefinizionedeikpi. [7] Chaffey, D., & Smith, P. R. (2017). Digital marketing excellence: planning, optimizingandintegratingonline marketing. Taylor&Francis. [8] Doyle, C. (2016). A dictionary of marketing. OxfordUniversityPress. [9] Rauschnabel, P. A., Felix, R., &Hinsch, C. (2019). Augmented reality marketing: How mobile AR-apps can improve brands through inspiration. Journal of Retailing and Consumer Services, 49, 43-53. [10] Berdiyorov, T.A.(2019).MARKETINGIN TRANSPORT SERVICES. Экономика и социум, (12), 41-44. [11] Cook, W. A., &Talluri, V. S. (2004). How the pursuit of ROMI is changing marketing management. Journal of Advertising Research, 44(3), 244-254.