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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 02 | Feb 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 245
Adoption of Digital and Cloud Technologies in Financial Industry
during Covid-19 Pandemic
SUDIPTA KUMAR GHOSH
DIRECTOR, SOFTWARE ENGINEERING. CAPITAL ONE BANK N.A.
---------------------------------------------------------------------***----------------------------------------------------------------------
Abstract – With consumer behavior rapidly changing
during the Covid-19 pandemic, financial services quickly
realized that digitization is no longer an optional strategy
or an experiment. With lockdowns in place across the globe,
consumer preferences quickly shifted from in-store and in-
person transactions to online shopping, digital banking,
mobile payments. This left banks with no choice but to
migrate their legacy infrastructure into the Cloud and adopt
digital technologies to provide customers their preferred
digital banking options. This paper will discuss what
consumer behavior shifts occurred during the pandemic and
how banks responded to these behavior shifts.
1. INTRODUCTION
During the Covid-19 pandemic, we saw a dramatic shift in
consumer behaviors. With lockdowns in place across the
globe, consumer preferences quickly shifted from in-store
and in-person transactions to online shopping, digital
banking, mobile payments, and the use of various video
conferencing tools like Zoom, hangouts, etc., for work. This
shift in consumer behaviors forced companies to build
new digital capabilities that required a significant
overhaul of their technology infrastructure and adoption
of Digital and Cloud technologies. Executives of companies
focused on adopting these technologies that can effectively
help them achieve their business goals during the
pandemic. For some, this was not a massive shift; for
others, especially companies with legacy technologies &
infrastructure faced the challenge of remodeling the
technological infrastructure on the Cloud while ensuring
an appropriate level of security.
Along with other industries, financial institutions were not
immune to these consumer behavior shifts; instead, they
were at the forefront of this transition. Traditional
banking has already been disrupted by tech-focused
financial institutions called Fintechs. With pandemic,
banks faced an uphill battle to migrate their legacy
infrastructure into Cloud and digital technologies to
provide customers their preferred choice of banking and
compete with Fintechs.
2. OVERVIEW OF BANKING, TECHNOLOGY &
PANDEMIC
Let's look at the fundamental concepts used in this paper.
2.1. Traditional Banks vs. Fintechs:
In the past decade, we have seen tremendous
advancement in digital technologies. This disrupted the
ways businesses and individuals perform financial
activities. A new wave of technology-enabled firms
offering financial services used this opportunity to develop
alternative platforms for financial activities. These firms
are called Fintechs, and they operate in various traditional
banking spaces, including mobile payments, digital
currencies, peer-to-peer lending, marketplace lending, etc.
FinTechs usually focus on mobile functionality, big data,
accessibility, agility, cloud computing, contextuality,
personalization, and convenience. Traditional banks have
been slow to react to the fintech revolution due to their
heavy dependency on monolithic platforms and legacy
infrastructure.
2.2. Digital & Cloud Transformation:
Cloud transformation is the process of moving an
organization's platforms/data from on-premise servers to
servers hosted on public/private Cloud. Migrating to
cloud-based infrastructure brings significant efficiency,
speed, scalability, ability to use modern technologies, and
faster reaction to government regulations for a company.
Forbes says, “Digital transformation in banking is a
cultural, organizational, and operational change through
technologies.” Digital transformation helps banks to
provide digital customer services over the internet using
the web or mobile capabilities. It helps banks develop new
offerings, process automation, customer experience, data
integration, organizational flexibility, and sales.
Together, these transformations help banks eliminate
manual labor, digitize the customer experience,
transactions settlements, etc., increase productivity, lower
operational cost, and effective teamwork.
2.3. Covid-19 Pandemic:
WHO describes COVID-19 as “An acute respiratory
infection caused by the severe acute respiratory syndrome
coronavirus 2 (SARS-CoV-2).” It was first identified in
Wuhan City, Hubei Province, China, in December 2019.
Since then, it has spread to many countries worldwide,
with the World Health Organization declaring a pandemic
status. At the beginning of the COVID-19 outbreak, there
was no knowledge about the nature of the pathogen, rate
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 02 | Feb 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 246
of spread, and clinical progression of the disease. The
lockdown strategy, characterized by intense restrictions
on the general population, was the solution available to
prevent the spread of the virus. The lockdown and work-
from-home fundamentally changed consumer behaviors,
resulting in organizations adopting new strategies.
3. Analysis of Shift in Consumer Behavior During
Pandemic and Bank’s Response
Financial services have been slower than other sectors to
migrate to Cloud despite the potential. Along with
Fintechs, few banks were early adaptors of Cloud and
digital technologies. Due to complexities built over time,
most banks find it difficult to modernize their legacy on-
premises applications. However, pre-pandemic consumer
behaviors and loyalty towards their banks that have
provided service for years were slow to change. However,
with the Covid-19 and ic, customer behaviors and
preferred interactions have changed significantly; there is
a significant uptick in the use of digital services, and it is
here to stay. A survey by Kearney shows that 63%
increased digital usage by consumers.
Fig. 1: Increase in Digital Usage by Consumers During
Covid-19 Pandemic
With the pandemic's start, most C-suite executives had no
choice but to lead their companies to digitize most parts of
their business, especially customer-facing ones. To
succeed in this new environment, they need to move to
digital technologies by ensuring that their digital channels
compete with technology-forward banks and Fintechs.
3.1. A shift in Consumer Behavior During Covid-19
Pandemic:
The COVID-19 pandemic saw a dramatic shift in consumer
behaviors. IDC did a consumer survey during the
pandemic that highlighted key changes in consumer
behaviors :
 During the pandemic, 58% of consumers in the
United States stopped visiting physical branches;
this placed an enormous burden on the call center
and digital channels.
 Payment processed through in-store channels
declined as retailers were forced to shut their
doors. Consumers quickly turned to online/digital
payments. Real-time payments became a thing.
 Credit needs increased for small and medium-
sized enterprises (SMEs) significantly affected by
the pandemic.
 Rise of app-based / in-home service offerings.
Pandemic also saw a significant rise in consumer
spending on app-based offerings such as Netflix
and in-home services such as Peleton Fitness. As
work from home became
Accenture also surveyed banking customers to understand
how their consumer habits changed pre and post-
pandemic. There was an 18% increase in app-based
banking; it's the most-used channel for interaction.
Fig. 2: Shift in Consumer banking interaction
The world also saw customers gravitating towards the
Omnichannel experience. An omnichannel strategy within
a bank refers to the bank's ability to allow consumers to
navigate between multiple interactive channels and
personal touchpoints before deciding on a specific product
or service. Customers should fulfill their banking needs at
any time and on any connected device. Such experience
requires significant investments in digital and Cloud
infrastructure.
Changes in consumer behavior during COVID-19 are also
widely studied among scholars. The changing orientation
of consumers towards online shopping was highlighted in
the study Hashem and Tareq [1]. They argued that the
inconvenience of going out of the house for shopping had
motivated consumers to turn online, leading to the
development of technological applications. Following the
same line of research on consumer behavior in India
during the pandemic, Kamble and Rakshit [2] found that
rapid online payments and online banking adoption took
place during the COVID19 crisis. Nearly 43% of Indians
have used digital payment methods during the Covid-19
crisis. According to these authors, contactless payments
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 02 | Feb 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 247
became a norm as restrictions were imposed. A shift was
also noticed by Mills et al.[3] with the rise in mobile
phone-based entertainment apps such as Netflix, Peacock,
etc. They argued that various platforms and applications
that required online subscriptions emerged, which led to
banks facing a demand for effective support of digital
transactions from these apps. Kiernan and Emily [4]
mentioned the rise of peer-to-peer payments during the
Covid-19 pandemic. They are perceived as convenient
ways of payment, and access to funds is immediate.
With the pandemic, consumers are looking for faster,
secure, and convenient ways to transact as they abandon
the habit of carrying physical money or writing checks.
3.2. Adoption of Cloud & Digital Technologies by
Banks to Meet Consumer Demands :
With the shift in consumer behavior, banks had no choice
but to completely change their technology and operation
processes, acquire products or services, train employees
and adopt new behaviors. Even before the pandemic, some
forward-thinking banks saw millennials' affinity towards
digital technologies and had already started migrating
processes to more open environments using open APIs,
Cloud, microservices, containers, and agile development
methods. These banks and Fintechs pivot quickly during
pandemics and offer consumers a superior digital
experience. Others struggled to meet demands. Fintechs,
already on Cloud, gained rapid market share as consumers
turned to them for digital banking, real-time payments,
and lending. A survey by EY clearly shows fintech gaining
consumer share market during the pandemic.
Fig. 3 Fintechs saw rapid growth in customer shares
The pandemic accelerated banks' digital transformation,
especially digital transactions, to replace physical
interactions between consumers and banks. As banks
navigated the pandemic, it became evident that
consumers' preference for digital interaction is here to
stay even in the post-Covid-19 world. A study by the
cornerstone advisor shows a rapid increase in digital
transformation strategy spending by banks when
compared to year pre-pandemic years.
Fig. 4: Digital & Cloud Strategy Adoption
Due to various shifts in consumer behaviors, banks
experienced the following challenges :
 Digital channels were stressed as customers
relied more on online and mobile banking to
interact with the bank. Banks that were not on
Cloud found it challenging to scale up their
infrastructure rapidly.
 Contact center functionality, technology, security,
and workforce optimization all strained the
bank's ability to maintain a good customer
experience as customers required answers to
complex questions stemming from the pandemic.
 Banks that didn't have a strong digital fraud
detection model suffered losses; as real-time
online payments grew, so did fraud
 Online Lending became an important line of
business for banks, especially for small business
loans. Most banks limped with less-than-ideal
lending solutions for digital lending platforms.
Banks responded to these challenges through
accelerated digital innovation, from rolling out contactless
real-time payments to moving away from branches to
online baking to digitizing the loan process. Banks lagging
in digital adoption pre-pandemic did improvised corner-
cutting, jury-rigged solutions, and regulatory forbearance,
but much of these innovations will be sticky well beyond
the pandemic.
A study by cornerstone advisors showed heavy investing
in Cloud Computing and APIs by banks compared to the
pre-pandemic years.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 02 | Feb 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 248
Fig. 4 Banks saw rapid investments in Cloud and APIs
4. CONCLUSIONS
If we've learned anything, COVID-19 will further drive the
adoption of digital technologies, which means banks
should also accelerate digital transformation in kind.
Leveraging technologies like open APIs, microservices, and
flexible deployment models can help banks overcome
some critical challenges discussed earlier that the
pandemic had exposed.
As the world comes out of pandemics, we will continue to
see innovations and customer experiences developed
using digital and Cloud technologies. The following trends
will continue :
 Move all-in on Cloud and digital technologies –
Banks that took the shortcut to survive the
pandemic will not invest in overhauling their
technology infrastructure
 Maturing digital technology that is more
commoditized and accessible – Banks that already
started their digital journey before the pandemic
will continue to invest and mature digital
capabilities
 Personalized customer experience – banks will
continue to innovate in this space and provide
customers with personalized products and
services.
5. References
1. Hashem, Tareq N. "Examining the influence of covid
19 pandemic in changing customers' orientation
towards e-shopping." Modern Applied Science 14.8
(2020): 59-76.
2. Kamble, T., & Rakshit, P. (2020). A comprehensive
study on rapid adoption of digital payments amid
COVID-19 crisis in Mumbai. AMBER–ABBS
Management Business and Entrepreneurship
Review, 11(2), 27-36.
3. Mills, Stuart, Richard Whittle, and Gavin Brown.
"The implications of a crisis-driven societal shift to
online consumption." Productivity and the
Pandemic. Edward Elgar Publishing, 2021.
4. Kiernan, Emily. The Venmo Effect: The Impact of
Digital Payment Platforms on Consumer
Willingness to Pay. Diss. Amherst College, 2021.
5. Ghosh, Sudipta Kumar. “A Cloud Transformation
Framework to Help Financial Services with Digital
and Cloud Transformation.” International Journal of
Computer Trends and Technology 69.8 (2021): 23–
25.
6. Ghosh, Sudipta Kumar. “Tech Transformation
Strategy for Banks to Compete with Fintechs.”
International Journal of Scientific Research in
Science, Engineering and Technology (2021): 47–51

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Adoption of Digital and Cloud Technologies in Financial Industry during Covid-19 Pandemic

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 02 | Feb 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 245 Adoption of Digital and Cloud Technologies in Financial Industry during Covid-19 Pandemic SUDIPTA KUMAR GHOSH DIRECTOR, SOFTWARE ENGINEERING. CAPITAL ONE BANK N.A. ---------------------------------------------------------------------***---------------------------------------------------------------------- Abstract – With consumer behavior rapidly changing during the Covid-19 pandemic, financial services quickly realized that digitization is no longer an optional strategy or an experiment. With lockdowns in place across the globe, consumer preferences quickly shifted from in-store and in- person transactions to online shopping, digital banking, mobile payments. This left banks with no choice but to migrate their legacy infrastructure into the Cloud and adopt digital technologies to provide customers their preferred digital banking options. This paper will discuss what consumer behavior shifts occurred during the pandemic and how banks responded to these behavior shifts. 1. INTRODUCTION During the Covid-19 pandemic, we saw a dramatic shift in consumer behaviors. With lockdowns in place across the globe, consumer preferences quickly shifted from in-store and in-person transactions to online shopping, digital banking, mobile payments, and the use of various video conferencing tools like Zoom, hangouts, etc., for work. This shift in consumer behaviors forced companies to build new digital capabilities that required a significant overhaul of their technology infrastructure and adoption of Digital and Cloud technologies. Executives of companies focused on adopting these technologies that can effectively help them achieve their business goals during the pandemic. For some, this was not a massive shift; for others, especially companies with legacy technologies & infrastructure faced the challenge of remodeling the technological infrastructure on the Cloud while ensuring an appropriate level of security. Along with other industries, financial institutions were not immune to these consumer behavior shifts; instead, they were at the forefront of this transition. Traditional banking has already been disrupted by tech-focused financial institutions called Fintechs. With pandemic, banks faced an uphill battle to migrate their legacy infrastructure into Cloud and digital technologies to provide customers their preferred choice of banking and compete with Fintechs. 2. OVERVIEW OF BANKING, TECHNOLOGY & PANDEMIC Let's look at the fundamental concepts used in this paper. 2.1. Traditional Banks vs. Fintechs: In the past decade, we have seen tremendous advancement in digital technologies. This disrupted the ways businesses and individuals perform financial activities. A new wave of technology-enabled firms offering financial services used this opportunity to develop alternative platforms for financial activities. These firms are called Fintechs, and they operate in various traditional banking spaces, including mobile payments, digital currencies, peer-to-peer lending, marketplace lending, etc. FinTechs usually focus on mobile functionality, big data, accessibility, agility, cloud computing, contextuality, personalization, and convenience. Traditional banks have been slow to react to the fintech revolution due to their heavy dependency on monolithic platforms and legacy infrastructure. 2.2. Digital & Cloud Transformation: Cloud transformation is the process of moving an organization's platforms/data from on-premise servers to servers hosted on public/private Cloud. Migrating to cloud-based infrastructure brings significant efficiency, speed, scalability, ability to use modern technologies, and faster reaction to government regulations for a company. Forbes says, “Digital transformation in banking is a cultural, organizational, and operational change through technologies.” Digital transformation helps banks to provide digital customer services over the internet using the web or mobile capabilities. It helps banks develop new offerings, process automation, customer experience, data integration, organizational flexibility, and sales. Together, these transformations help banks eliminate manual labor, digitize the customer experience, transactions settlements, etc., increase productivity, lower operational cost, and effective teamwork. 2.3. Covid-19 Pandemic: WHO describes COVID-19 as “An acute respiratory infection caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2).” It was first identified in Wuhan City, Hubei Province, China, in December 2019. Since then, it has spread to many countries worldwide, with the World Health Organization declaring a pandemic status. At the beginning of the COVID-19 outbreak, there was no knowledge about the nature of the pathogen, rate
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 02 | Feb 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 246 of spread, and clinical progression of the disease. The lockdown strategy, characterized by intense restrictions on the general population, was the solution available to prevent the spread of the virus. The lockdown and work- from-home fundamentally changed consumer behaviors, resulting in organizations adopting new strategies. 3. Analysis of Shift in Consumer Behavior During Pandemic and Bank’s Response Financial services have been slower than other sectors to migrate to Cloud despite the potential. Along with Fintechs, few banks were early adaptors of Cloud and digital technologies. Due to complexities built over time, most banks find it difficult to modernize their legacy on- premises applications. However, pre-pandemic consumer behaviors and loyalty towards their banks that have provided service for years were slow to change. However, with the Covid-19 and ic, customer behaviors and preferred interactions have changed significantly; there is a significant uptick in the use of digital services, and it is here to stay. A survey by Kearney shows that 63% increased digital usage by consumers. Fig. 1: Increase in Digital Usage by Consumers During Covid-19 Pandemic With the pandemic's start, most C-suite executives had no choice but to lead their companies to digitize most parts of their business, especially customer-facing ones. To succeed in this new environment, they need to move to digital technologies by ensuring that their digital channels compete with technology-forward banks and Fintechs. 3.1. A shift in Consumer Behavior During Covid-19 Pandemic: The COVID-19 pandemic saw a dramatic shift in consumer behaviors. IDC did a consumer survey during the pandemic that highlighted key changes in consumer behaviors :  During the pandemic, 58% of consumers in the United States stopped visiting physical branches; this placed an enormous burden on the call center and digital channels.  Payment processed through in-store channels declined as retailers were forced to shut their doors. Consumers quickly turned to online/digital payments. Real-time payments became a thing.  Credit needs increased for small and medium- sized enterprises (SMEs) significantly affected by the pandemic.  Rise of app-based / in-home service offerings. Pandemic also saw a significant rise in consumer spending on app-based offerings such as Netflix and in-home services such as Peleton Fitness. As work from home became Accenture also surveyed banking customers to understand how their consumer habits changed pre and post- pandemic. There was an 18% increase in app-based banking; it's the most-used channel for interaction. Fig. 2: Shift in Consumer banking interaction The world also saw customers gravitating towards the Omnichannel experience. An omnichannel strategy within a bank refers to the bank's ability to allow consumers to navigate between multiple interactive channels and personal touchpoints before deciding on a specific product or service. Customers should fulfill their banking needs at any time and on any connected device. Such experience requires significant investments in digital and Cloud infrastructure. Changes in consumer behavior during COVID-19 are also widely studied among scholars. The changing orientation of consumers towards online shopping was highlighted in the study Hashem and Tareq [1]. They argued that the inconvenience of going out of the house for shopping had motivated consumers to turn online, leading to the development of technological applications. Following the same line of research on consumer behavior in India during the pandemic, Kamble and Rakshit [2] found that rapid online payments and online banking adoption took place during the COVID19 crisis. Nearly 43% of Indians have used digital payment methods during the Covid-19 crisis. According to these authors, contactless payments
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 02 | Feb 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 247 became a norm as restrictions were imposed. A shift was also noticed by Mills et al.[3] with the rise in mobile phone-based entertainment apps such as Netflix, Peacock, etc. They argued that various platforms and applications that required online subscriptions emerged, which led to banks facing a demand for effective support of digital transactions from these apps. Kiernan and Emily [4] mentioned the rise of peer-to-peer payments during the Covid-19 pandemic. They are perceived as convenient ways of payment, and access to funds is immediate. With the pandemic, consumers are looking for faster, secure, and convenient ways to transact as they abandon the habit of carrying physical money or writing checks. 3.2. Adoption of Cloud & Digital Technologies by Banks to Meet Consumer Demands : With the shift in consumer behavior, banks had no choice but to completely change their technology and operation processes, acquire products or services, train employees and adopt new behaviors. Even before the pandemic, some forward-thinking banks saw millennials' affinity towards digital technologies and had already started migrating processes to more open environments using open APIs, Cloud, microservices, containers, and agile development methods. These banks and Fintechs pivot quickly during pandemics and offer consumers a superior digital experience. Others struggled to meet demands. Fintechs, already on Cloud, gained rapid market share as consumers turned to them for digital banking, real-time payments, and lending. A survey by EY clearly shows fintech gaining consumer share market during the pandemic. Fig. 3 Fintechs saw rapid growth in customer shares The pandemic accelerated banks' digital transformation, especially digital transactions, to replace physical interactions between consumers and banks. As banks navigated the pandemic, it became evident that consumers' preference for digital interaction is here to stay even in the post-Covid-19 world. A study by the cornerstone advisor shows a rapid increase in digital transformation strategy spending by banks when compared to year pre-pandemic years. Fig. 4: Digital & Cloud Strategy Adoption Due to various shifts in consumer behaviors, banks experienced the following challenges :  Digital channels were stressed as customers relied more on online and mobile banking to interact with the bank. Banks that were not on Cloud found it challenging to scale up their infrastructure rapidly.  Contact center functionality, technology, security, and workforce optimization all strained the bank's ability to maintain a good customer experience as customers required answers to complex questions stemming from the pandemic.  Banks that didn't have a strong digital fraud detection model suffered losses; as real-time online payments grew, so did fraud  Online Lending became an important line of business for banks, especially for small business loans. Most banks limped with less-than-ideal lending solutions for digital lending platforms. Banks responded to these challenges through accelerated digital innovation, from rolling out contactless real-time payments to moving away from branches to online baking to digitizing the loan process. Banks lagging in digital adoption pre-pandemic did improvised corner- cutting, jury-rigged solutions, and regulatory forbearance, but much of these innovations will be sticky well beyond the pandemic. A study by cornerstone advisors showed heavy investing in Cloud Computing and APIs by banks compared to the pre-pandemic years.
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 02 | Feb 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 248 Fig. 4 Banks saw rapid investments in Cloud and APIs 4. CONCLUSIONS If we've learned anything, COVID-19 will further drive the adoption of digital technologies, which means banks should also accelerate digital transformation in kind. Leveraging technologies like open APIs, microservices, and flexible deployment models can help banks overcome some critical challenges discussed earlier that the pandemic had exposed. As the world comes out of pandemics, we will continue to see innovations and customer experiences developed using digital and Cloud technologies. The following trends will continue :  Move all-in on Cloud and digital technologies – Banks that took the shortcut to survive the pandemic will not invest in overhauling their technology infrastructure  Maturing digital technology that is more commoditized and accessible – Banks that already started their digital journey before the pandemic will continue to invest and mature digital capabilities  Personalized customer experience – banks will continue to innovate in this space and provide customers with personalized products and services. 5. References 1. Hashem, Tareq N. "Examining the influence of covid 19 pandemic in changing customers' orientation towards e-shopping." Modern Applied Science 14.8 (2020): 59-76. 2. Kamble, T., & Rakshit, P. (2020). A comprehensive study on rapid adoption of digital payments amid COVID-19 crisis in Mumbai. AMBER–ABBS Management Business and Entrepreneurship Review, 11(2), 27-36. 3. Mills, Stuart, Richard Whittle, and Gavin Brown. "The implications of a crisis-driven societal shift to online consumption." Productivity and the Pandemic. Edward Elgar Publishing, 2021. 4. Kiernan, Emily. The Venmo Effect: The Impact of Digital Payment Platforms on Consumer Willingness to Pay. Diss. Amherst College, 2021. 5. Ghosh, Sudipta Kumar. “A Cloud Transformation Framework to Help Financial Services with Digital and Cloud Transformation.” International Journal of Computer Trends and Technology 69.8 (2021): 23– 25. 6. Ghosh, Sudipta Kumar. “Tech Transformation Strategy for Banks to Compete with Fintechs.” International Journal of Scientific Research in Science, Engineering and Technology (2021): 47–51