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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Digitalisation of Consumption and Digital Humanities - Development Trajectories and Challenges for the Future</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Toni Ryynänen</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Torsti Hyyryläinen</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Ruralia Institute, University of Helsinki</institution>
          ,
          <country country="FI">Finland</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>Digitalisation transforms practically all areas of the modern life: everything that can, will be digitalised. Especially the everyday routines and consumption practices are under continual change. New digital products and services are introduced at an accelerating pace. Purpose of this article is two-fold: the first aim is to explore the influence of digitalisation on consumption, and secondly, to canvas reasons for these digitalisation-driven transformations and possible future progressions. The transformations are explored through recent consumer studies and the future development is based on interpretations about digitalisation. Our article recounts that digitalisation of consumption have resulted in new forms of e-commerce, changing consumer roles and the digital virtual consumption. Reasons for these changes and expected near future progressions are based on assumptions drawn from data-driven, platform-based and disruption-generated visions. Challenges of combining consumption and the digital humanities approach are discussed in the conclusion Section of the article.</p>
      </abstract>
      <kwd-group>
        <kwd>digitalisation</kwd>
        <kwd>consumption</kwd>
        <kwd>consumer behaviour</kwd>
        <kwd>data economy</kwd>
        <kwd>digital virtual consumption</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>1.1</p>
    </sec>
    <sec id="sec-2">
      <title>Introduction</title>
      <sec id="sec-2-1">
        <title>Purpose of the article</title>
        <p>
          Digitalisation, defined as the steadily increasing utilisation of digital technologies in
the everyday lives of the people, has transformed both the ways we consume and our
roles in the marketplace. The consumer has become a homo connectus: people are
available online, living in a digital ecosystem, they are gregarious and hypersocial, use cyber
language, are involved in social activism, are trapped in the net and always learning
and sharing [
          <xref ref-type="bibr" rid="ref1">1</xref>
          ].
        </p>
        <p>The digitalisation of consumption is one of the focus areas in digital humanities
research. Digital humanities as a research approach can be described as a continuum
ranging from computational-technical agendas to interpretive-humanistic research themes.
This article is situated to the humanistic end of this continuum and it addresses recent
developments of the digital consumption and transformations of consumer behaviour.</p>
        <p>The purpose of this article is two-fold: the first aim is to explore the digitalisation of
consumption in the recent consumer research, while the second aim emphasises reasons
for this change and possible future trends. In other words, the purpose of our article is
to explore what is known and where the digitalisation of consumption is heading. In
addition, we will outline challenges the digital humanities approach will face when the
changes of consumption are considered.
1.2</p>
      </sec>
      <sec id="sec-2-2">
        <title>Setting the stage: Combining consumption with the digital humanities</title>
        <p>Examining consumption in the context of digital humanities is relevant from several
perspectives. Data is being generated where ever and whenever people use or carry
digital devices. The data tend to be silent or invisible: everybody participates in
generating the data as they act in the consumer societies or when engaging the consumption
practices. This “my data” or consumer generated data is utilised in the creation of new
products and services. By consuming, the people participate in the development of the
future digital products, services and practices of consumption.</p>
        <p>There are vast commercial possibilities as innovations are based on the utilisation of
data that can be combined in unlimited ways and variations. The central piece of the
puzzle is massive datasets, their unique combinations and the inventive mind seeing
and seeking possibilities for exploitable applications.</p>
        <p>There is also an uncontrolled system of open and closed data generation and storing,
but practices are not established for retrieving new and surprising research frames from
this increasing “mass of noise”. Finding the signal from the consumption datasets is
one of the relevant tasks from the digital humanities perspective. The data production
is based on the available digital devices and services, but the data itself is only
accessible by a few.</p>
        <p>Digital humanities approach steps in when the inventive combinations of datasets
need to be converted into usable and exploitable knowledge. This is utilised in
designing new products and services that, in turn, will accumulate new data. This is, in theory,
a never-ending cycle. It affects all human beings, even to those not using the digital
gadgets: the data-driven process changes the practices of everyday living. Therefore,
research on digital humanities combining the micro level curiosities of daily consuming
(substance), computational processes (methods) and various combinations of datasets
(materials) has potential not only to deepen the understanding about everyday activities,
but also to create a better (or maybe worse?) tomorrow.
2</p>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>Digitalisation and consumption</title>
      <p>Producer and production-led intensification of operations, pursuit of efficiency and
process rationalisation tend to dominate the media publicity of digitalisation in Finland.
Characteristics of digitalisation that shape consumption is seldom reflected upon.
Consumption is an everyday activity and often a self-evident function of a household:
changes in consumption tend to sneak slowly to everyday practices.</p>
      <p>
        The concept of digitalisation of consumption emphasises how digital technologies
interact with consumer society in a broad range of processes such as the consumption
of digital tools and how they affect the way people consume other services or goods. In
addition, the term refers to the hybridisation of the Internet and everyday life by taking
into consideration both the demand and supply sides of the digital consumption [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ].
      </p>
      <p>
        Digitalisation generated changes in consumption are typically divided into waves.
The central themes are connected with changes related to buying, changing consumer
roles and digital virtual consumption [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ]. Recently, the themes of data economy are
surfaced. In this context, consumers and their behaviour are identified as the major
sources for new data that generate economic value in the future.
2.1
      </p>
      <sec id="sec-3-1">
        <title>E-commerce and digitalised buying processes</title>
        <p>
          Digital devices transform the consumption practices of the people [
          <xref ref-type="bibr" rid="ref4">4</xref>
          ]. Digital goods
entered the homes and everyday life of the people in the late 1970s and early 1980s.
Home computers were followed by mobile phones in the early 1980s and the internet
in the middle of the 1990s. Similarly, bank transactions and payment options were
updated to the digital era.
        </p>
        <p>
          However, first and probably the most apparent transformation provided by
digitalisation was e-commerce solutions and the Internet shopping [
          <xref ref-type="bibr" rid="ref3">3</xref>
          ]: mail-order business
was gradually replaced with web shopping. New forms of trading appeared and
competed side by side with physical brick-and-mortar stores [
          <xref ref-type="bibr" rid="ref5">5</xref>
          ].
        </p>
        <p>In addition, paying processes have been digitalised as mobile and contactless paying
became common. Expansion of shopping and paying options realised through
digitalisation increased the possibilities of consumption by removing place and time
limitations. However, these transactions leave a trace, are information-rich and are stored.</p>
        <p>
          The amount of obtainable goods has also multiplied. Consuming is not just easier,
offerings more extensive and stripped-down from physical and time-related boundaries,
but online shopping allows the new ways to daydream about consumption objects that
have been unavailable before [
          <xref ref-type="bibr" rid="ref6">6</xref>
          ]. Countless purchases generate data; it is cultivated to
usable knowledge and offered back to the consumers in the form of buying
recommendations and other marketing activities.
2.2
        </p>
      </sec>
      <sec id="sec-3-2">
        <title>Consumers’ changing roles and digitalisation</title>
        <p>
          Consumers’ roles are fragmenting due to digitalisation [
          <xref ref-type="bibr" rid="ref7">7</xref>
          ]. A passive receiver of
marketing messages and a rational chooser has transformed into a co-ordinate
participant and an active actor in the marketplace.
        </p>
        <p>Digitalisation of consumption allows new forms of information sharing and
collaboration between consumers: service experiences are recounted in the social media and
new content is created in the Internet discussion forums related to hobbies. New styles
and trends are described in the web-blogs and faithful followers’ tribes are extended by
creating content in video-sharing websites. All of which offer usable sources to gather
data that provide another piece for a consumption profiling puzzle.</p>
        <p>
          There is still another point: traditional producers’ and consumers’ roles are
collapsing: consumers were previously reduced to be a part in the processes of economic
exchange. Consumers in the digital era are increasingly seen as active co-creators,
prosumers and consumer-citizens [
          <xref ref-type="bibr" rid="ref8">8</xref>
          ].
2.3
        </p>
      </sec>
      <sec id="sec-3-3">
        <title>Situated between the material and virtual: digital virtual consumption</title>
        <p>The processes of digitalisation create new products and services, whose value is
based on the information they carry. Traditional consumer goods touched by the
digitalisation are newspaper articles and different formats of music CDs and MP3s.</p>
        <p>
          Consumer research has explored mainly material consumption. Another stream of
research has addressed virtual consumption or daydreaming and fantasising. Examples
of the digital virtual consumption - consumption that takes place in the digital and
virtual worlds - can be found the digital realms such as digital games and online
communities that simulate trade and real economic transactions [
          <xref ref-type="bibr" rid="ref10 ref9">9, 10</xref>
          ]. Virtual currency of a
game world is acquired with legal tender, which is then utilised in the purchasing
transactions of digital virtual goods in the game worlds.
        </p>
        <p>Digital virtual goods are used in communication, to differentiate socially, to show
one’s position and to accumulate experiences of hedonic pleasure. The goods are
inseparable parts of game environments and they are utilised similarly like material
products in the real world contexts. However, the digital virtual goods expose lesser
environmental impacts, zero waste and they do not need to be warehoused or transported.
3</p>
      </sec>
    </sec>
    <sec id="sec-4">
      <title>Visions: data-driven, platform-based and disruptionsgenerated futures</title>
      <sec id="sec-4-1">
        <title>3.1 Data-driven digitalisation and consumption</title>
        <p>
          The previous sections presented three transformations of consumption originating
from the digitalisation. What, then, is driving these changes now and in the near future?
One of the recent topics revolve around consumer data. Discussions about data-driven
economy [
          <xref ref-type="bibr" rid="ref11">11</xref>
          ] bring consumers closer to the production processes of the digital
materials. Digitalisation is connected to big and continuously expanding data sets that people
from all quarters of business try to cultivate into practical and applicable information.
Consumers produce valuable “my data” when they use their loyalty cards, share their
web browsing histories and GPS-data from their mobile phones, for example.
        </p>
        <p>The question is about gathering consumers’ personal data and the rearrangement or
negotiation over the ownership of these materials: who owns the data and the enriched
information derived from it? In a present form of the data-driven economy, consumers
give largely away their data when they accept the terms of use of the digital products
and services.</p>
        <p>If knowledge is power, power valued and therefore a sought after resource, it has
economic value and thus the market price. Is part of households’ income in the future
composed of selling one’s consumer behaviour data and the rights of using the materials
for analysis purposes? Alternatively, we might get free digital gadgets from companies
in exchange of the data they collect during usage situations.</p>
      </sec>
      <sec id="sec-4-2">
        <title>3.2 Platform-based digitalisation and consumption</title>
        <p>Another vision is the platform-based development trajectory of digitalisation. This
vision draws from circulation and sharing economies, which mean that owning stuff
a core premise of material consumption and market economies – is slowly losing its
shine. Digital platforms administrated by companies often free of charge replace
traditional marketplaces and even eat up the market share from e-commerce.</p>
        <p>
          The car, ride and video sharing platforms, consumer to consumer sharing sites (e.g.
platforms for sharing and selling used goods in the Internet or social media) and
wellknown transportation and accommodation solutions based on digital platforms [
          <xref ref-type="bibr" rid="ref12 ref13">12, 13</xref>
          ]
are evident examples of fast developing “born-digital” systems that shape both
consumption practices and the revenue logics of traditional companies. Essential questions
are how these platforms will develop in the future and what will be the role of
expanding data on this equation. Is it going to be an evolution or revolution?
        </p>
      </sec>
      <sec id="sec-4-3">
        <title>3.3 Disruption-generated digitalisation and consumption</title>
        <p>Quite certainly gradual progression will take place. However, from time to time the
market has witnessed new digital innovations that shake the existing structures.
Emergence of the platform business logic and the new applications approximately ten years
ago (e.g. Airbnb founded in 2008, Uber founded in 2009) are examples of structure
changing digital innovations.</p>
        <p>We call these unexpected advancements as disruption-generated development. The
term refers to new digital innovations that enter the market suddenly and rapidly.
Forecasting these occurrences is basically impossible as they start from a scratch, tend to be
first petite curiosities and are either totally new to the market or introducing a new way
to operate in an established sector or a line of business.</p>
        <p>Consumers’ engagement is crucial, as they are the key players in the innovation
adoption process. Consumers’ acceptance is the litmus test of every innovation - digital
or material - have to pass. New digital goods have to offer something new and exciting
to consumers: better functions or usability, new experiences, identity building and
differentiation elements and the always-preferred affordable price.</p>
      </sec>
    </sec>
    <sec id="sec-5">
      <title>Conclusions</title>
      <p>All of the described trends changing the practices of consumption - e-commerce or
how shopping is organised, the changing roles of the consumer in the digital world or
who is consuming and digital virtual consumption or what is consumed - will continue
to evolve side by side with the material forms of consumption. Descriptions of these
development trajectories are suggestive, but they capture some aspects of the on-going
transformations.</p>
      <p>The current trend of turning existing analogical products and services into digital
versions will continue. What will happen when this transformation process is played
out and all of the imaginable analogical things and processes are converted to the digital
format?</p>
      <p>The near future visions represent different perspectives to the digitalisation of
consumption. Data economy is a general level concept that includes collecting and
analysing a wide range of materials. Data economy touches organisations ranging from the
public sector to businesses and the consumers themselves. Challenges include
increasing amount of big data: how to extract useful information from the massive data sets.
Refined information computed or interpreted from the data will probably be utilised in
the development of new and native digital goods (i.e. goods that are not digitalised
versions of existing analogical products or services). A challenge for digital humanities
research is how to outline the most interesting phenomena from the endless pool of
consumption activities and practices. Another challenge is how to define a combination
of accessible datasets needed for solving the chosen research tasks.</p>
      <p>Digital platforms are confined to certain and focused sectors and they are aimed to
improve existing consumption processes or to solve identified practical problems.
Consumers have adopted digital platforms: applications have proved to be functional.
Platform-based digital consumption is mainly focused on services. Therefore, the challenge
is to develop new and innovative applications. This raises questions about how the
digital humanities approach suits solving practical and agile development cases, as the
prompt utilisation tends to require expertise from various fields. However, research on
consumption practices within a digital platform (e.g. social media platforms) have been
conducted successfully.</p>
      <p>Disruption-generated digital goods and services can be related to the completely new
ways of consuming or create totally novel consumer goods. Disruption can also
introduce completely new business opportunities that have not existed before. Disruption
may also turn out to be unfruitful. Difficulties include forecasting the consumption
potential, consumers’ reactions and possible impacts on the market. A challenge for
digital humanities lies in predictive or proactive modelling. The digital humanities
approach is usable when a known consumption phenomenon is under investigation, when
large existing datasets apply and when the goal is to classify or group the data.
However, less is known about the benefits of this approach when disruptions or single and
sudden occurrences in economy are examined.</p>
      <p>From critical perspective, the digitalisation of consumption has some caveats that
need to be addressed particularly when the digital humanities approach is adopted. The
risks include questions such as the ownership of the data and protection of personal
information, the negative consequences of the emerging and developing e-market and
e-consumptions patterns among the consumers. There are challenges with digital
products and economy: the move from consumers to prosumers and how big data and digital
platforms, and therefore the multinational companies, benefit on all the shared and
consumer-generated content. These issues are not yet properly addressed in the current
research literatures.</p>
      <p>In any case, digital data, platforms and disruptions have the potential to transform
consumption and consumer behaviour. Consumers participate actively in the generation
of digital data. In the future, consumers probably own it, use it as a resource pool to
know themselves better, improve their lives and exchange these materials with the
developers. All of the mentioned changes are driven by data in its various forms. The key
challenges for digital humanities approach will be 1) a clear outline of a
substancebased phenomenon examined in the context of consumption, 2) a definition of the
suitable and multiple datasets that provide the evidence needed, and 3) a determination of
a proper combination of qualitative-computational methods that work seamlessly
together. Therefore, a fruitful mixture of expertise is needed: focusing on emerging
consumption patterns, suitable and above all available datasets to trace the progress and
technical-methodical knowing on how to bring the other two together. The classical
Aristotelian premise might just hold true in the case of digital humanities approach:
“The whole is greater than the sum of its parts”.</p>
    </sec>
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