Understanding Big Data Adoption
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This assignment requires students to delve into the complexities of big data adoption. The prompt necessitates an exploration of the motivations, challenges, and impacts of organizations embracing big data technologies. Students must analyze relevant literature, potentially focusing on specific industries or use cases. The assignment emphasizes a critical understanding of factors driving big data adoption beyond simple technological advancements.
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USE OF BIG DATA EFFECT ON UBER AND IMPACT OF E-
COMMERCE ON ITS DIVERGENCE ON U.K. TAXI INDUSTRY
1
COMMERCE ON ITS DIVERGENCE ON U.K. TAXI INDUSTRY
1
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Contents
Introduction......................................................................................................................................3
Project Objective.............................................................................................................................4
Project Scope...................................................................................................................................5
Literature Review............................................................................................................................6
Research Question/ Hypothesis.......................................................................................................7
Primary question..........................................................................................................................7
Secondary questions....................................................................................................................7
Research design and methodology..................................................................................................8
Research limitation........................................................................................................................10
Time schedule................................................................................................................................11
Conclusion.....................................................................................................................................13
References......................................................................................................................................14
2
Introduction......................................................................................................................................3
Project Objective.............................................................................................................................4
Project Scope...................................................................................................................................5
Literature Review............................................................................................................................6
Research Question/ Hypothesis.......................................................................................................7
Primary question..........................................................................................................................7
Secondary questions....................................................................................................................7
Research design and methodology..................................................................................................8
Research limitation........................................................................................................................10
Time schedule................................................................................................................................11
Conclusion.....................................................................................................................................13
References......................................................................................................................................14
2
Introduction
The main dimension of this research is to study the taxi industry in UK focusing the brunt of big
data and impact of E-commerce UBER which pursue as business convectional model. In form of
case study a comparative study conducted between UBER and traditional taxi business.
This partition has created mass resistance in taxi sector of U.K. It is been found that the huge
downfall comes in demand of traditional taxi industry. Due to this huge competition between
traditional black cabs of London and UBER created a hard situation to retain their customer, and
for this E-commerce play and important role. UBER is generally the application based cab
facility, with lots of facilities providing to customer whereas there is no such facilities and
benefits with conventional taxi system. It can be seen as both competitive and sharing with
economy point of view, drivers leaning toward the riders (Chen, Kazman & Matthes, 2015).
E-commerce assists in commercial dealing by device with the help of internet. there are six types
of entity such as Business to Business (B2B), consumer to Business (C2B), consumer to
consumer (C2C), business to consumer (B2C), consumer to administration (C2A), administration
to business (A2B).E-commerce have a capability to driven out the best momentum of product or
services providing by the company, and it helps to amplify desired quality services at the price
which is pre-determined (Velte & Stawinoga, 2016). The pace E-commerce is always rooted on
relevant information and procedure. UBER has carried out with the concept of Business to
Customer (B2C). UBER is an institution which optimizing there big data to understand the
customer behavior. The main basic difference between UBER and traditional taxi is that, UBER
distinguish there customer on the individual basis where as traditional taxi and other
transportation service provider cannot. This paper deals with the research purpose and with
respect to exploration and appropriateness.
3
The main dimension of this research is to study the taxi industry in UK focusing the brunt of big
data and impact of E-commerce UBER which pursue as business convectional model. In form of
case study a comparative study conducted between UBER and traditional taxi business.
This partition has created mass resistance in taxi sector of U.K. It is been found that the huge
downfall comes in demand of traditional taxi industry. Due to this huge competition between
traditional black cabs of London and UBER created a hard situation to retain their customer, and
for this E-commerce play and important role. UBER is generally the application based cab
facility, with lots of facilities providing to customer whereas there is no such facilities and
benefits with conventional taxi system. It can be seen as both competitive and sharing with
economy point of view, drivers leaning toward the riders (Chen, Kazman & Matthes, 2015).
E-commerce assists in commercial dealing by device with the help of internet. there are six types
of entity such as Business to Business (B2B), consumer to Business (C2B), consumer to
consumer (C2C), business to consumer (B2C), consumer to administration (C2A), administration
to business (A2B).E-commerce have a capability to driven out the best momentum of product or
services providing by the company, and it helps to amplify desired quality services at the price
which is pre-determined (Velte & Stawinoga, 2016). The pace E-commerce is always rooted on
relevant information and procedure. UBER has carried out with the concept of Business to
Customer (B2C). UBER is an institution which optimizing there big data to understand the
customer behavior. The main basic difference between UBER and traditional taxi is that, UBER
distinguish there customer on the individual basis where as traditional taxi and other
transportation service provider cannot. This paper deals with the research purpose and with
respect to exploration and appropriateness.
3
Project Objective
The aim of this research is to get the clear scenario of the advantages and disadvantages of the
effect of the e commerce on the local black cab in context of U.K. The influence on the
employment on conventional taxi of the e commerce is to be studied. The information required
for this research should be collected with all means of accuracy so that the results are correct.
The use of data coping and the other information related to the choice and also the research
focuses on the customer satisfaction with in the industry (Varian, 2014). The customer choice of
UBER over conventional taxi can be known by investigating the customers.
4
The aim of this research is to get the clear scenario of the advantages and disadvantages of the
effect of the e commerce on the local black cab in context of U.K. The influence on the
employment on conventional taxi of the e commerce is to be studied. The information required
for this research should be collected with all means of accuracy so that the results are correct.
The use of data coping and the other information related to the choice and also the research
focuses on the customer satisfaction with in the industry (Varian, 2014). The customer choice of
UBER over conventional taxi can be known by investigating the customers.
4
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Project Scope
This research is about the effect of the e commerce use for UBER taxi and the influence on the
black local taxi in U.K. The UBER has share the market of the conventional taxi. The project
studies the effect on the customers their choice to opt the e commerce UBER taxi or still travels
with the traditional ones. UBER has given comfort to the customers as they can book the taxi
from anywhere (Wang & Ko, 2012). There are many controversies and arguments in the case of
conventional taxi. The research also high lights that how the UBER has dusted the market and
also increased the employment in the states.
5
This research is about the effect of the e commerce use for UBER taxi and the influence on the
black local taxi in U.K. The UBER has share the market of the conventional taxi. The project
studies the effect on the customers their choice to opt the e commerce UBER taxi or still travels
with the traditional ones. UBER has given comfort to the customers as they can book the taxi
from anywhere (Wang & Ko, 2012). There are many controversies and arguments in the case of
conventional taxi. The research also high lights that how the UBER has dusted the market and
also increased the employment in the states.
5
Literature Review
In this fast moving world everyone wants everything fast and at the door steps. The internet has
given this comfort to the public. The e commerce is very helpful to the clients and in many
aspects. There are advantages and disadvantages of everything. Too much dependence on the
technology has put the privacy to danger. The customers trust on the e commerce is increasing
Day by day. The study shows that the dependency on the online of the customers is rapidly
increased. This has put the privacy to a stake. The online transactions are used in every business
and all the customers feel comfortable to transit online. They are unaware of the threat of their
information’s being leaked or misused (Kim, 2013). Here we are trying to analysis the merits
and demerits of the e commerce. To move with the pace of world is good but to put your
personal data at stack is not healthy. Every time the transaction is done the data is saved on the
internet the virtual world. The new economy demands the virtual money to move it fast. Thus the
e commerce is more constructive and very useful if used safely. The e commerce has given a
boost to the online transaction. This facilitates the working and gives credit to the user. The e
comers are present in every business and the companies are promoting this type of transactions
as to facilitate the customers (Laudon & Traver, 2016).
6
In this fast moving world everyone wants everything fast and at the door steps. The internet has
given this comfort to the public. The e commerce is very helpful to the clients and in many
aspects. There are advantages and disadvantages of everything. Too much dependence on the
technology has put the privacy to danger. The customers trust on the e commerce is increasing
Day by day. The study shows that the dependency on the online of the customers is rapidly
increased. This has put the privacy to a stake. The online transactions are used in every business
and all the customers feel comfortable to transit online. They are unaware of the threat of their
information’s being leaked or misused (Kim, 2013). Here we are trying to analysis the merits
and demerits of the e commerce. To move with the pace of world is good but to put your
personal data at stack is not healthy. Every time the transaction is done the data is saved on the
internet the virtual world. The new economy demands the virtual money to move it fast. Thus the
e commerce is more constructive and very useful if used safely. The e commerce has given a
boost to the online transaction. This facilitates the working and gives credit to the user. The e
comers are present in every business and the companies are promoting this type of transactions
as to facilitate the customers (Laudon & Traver, 2016).
6
Research Question/ Hypothesis
Primary question
The conventional taxi business is not influenced with the big data in terms of U.K.
The hypothesis question is not realistic. The intervention of the e commerce umber taxi has
changed the transportation industry a lot. A professional company which has given the control in
everyone's hand through the e commerce is in the market with the best services and facility has
entered the economy to give facilities to the customers using it. The market tread is to move with
fast pace and the UBER is all on internet to move with the time and speed in time. To move with
the time is the only way to be in this competitive world
Same the UBER has done. H0 hypothesis is not realistic on the grounds of the real world.
Secondary questions
The big data have influenced greatly the conventional taxi business in U.K.
7
Primary question
The conventional taxi business is not influenced with the big data in terms of U.K.
The hypothesis question is not realistic. The intervention of the e commerce umber taxi has
changed the transportation industry a lot. A professional company which has given the control in
everyone's hand through the e commerce is in the market with the best services and facility has
entered the economy to give facilities to the customers using it. The market tread is to move with
fast pace and the UBER is all on internet to move with the time and speed in time. To move with
the time is the only way to be in this competitive world
Same the UBER has done. H0 hypothesis is not realistic on the grounds of the real world.
Secondary questions
The big data have influenced greatly the conventional taxi business in U.K.
7
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Research design and methodology
Quantitative research
In order to analyses or make analysis of undertaken research questions, decisions are to be taken.
Decisions are based on data collected and analyzed by using different set tools and techniques. In
quantitative research, numerical or figures are used to collect data and then convert it into useful
information in decision making process (Research Design, 2014). Under quantitative research
process, there are some defined steps that are required to be taken to collect and analyses data for
decision making. Therefore first of data collection is most important concern in the present
research. Data can be collected from various sources according to nature of data. There are two
types of data and data collection sources i.e. primary data is collected from primary sources and
secondary data which are collected from secondary sources (Stawarski & Phillips, 2008).
In this research, primary data will be collected and then analyzed for decision making purpose.
Primary data is the data which is directly collected from respondent and are of personal nature.
Primary data is more reliable as compared to secondary data because it involves direct collection
process of data. Primary data for quantitative research can be collected from interview,
questionnaire, focused group and other methods (Reuven, 2016). For this research, questionnaire
will be used to collect data from sample customers of UBER and some samples of traditional taxi
service users. Sample size will of 60 customers or respondents of both traditional taxi users and
60 customers of UBER (Rusert, 2008).
Sampling is another important aspect that shall be considered while making plan for data
collection from primary sources. In present research, stratified sampling method will be used. In
this method, traditional taxi users and UBER users are divided into two different groups then
samples will be taken from those respective groups by using simple random sampling method
(Hamed & Patrycja, 2016).
The secondary data for the quantitative research will be used in this research. The customers
have given stars as per their experience during the ride. More than average customer has positive
response towards their experience. The satisfied customer has reduced to use of the traditional
8
Quantitative research
In order to analyses or make analysis of undertaken research questions, decisions are to be taken.
Decisions are based on data collected and analyzed by using different set tools and techniques. In
quantitative research, numerical or figures are used to collect data and then convert it into useful
information in decision making process (Research Design, 2014). Under quantitative research
process, there are some defined steps that are required to be taken to collect and analyses data for
decision making. Therefore first of data collection is most important concern in the present
research. Data can be collected from various sources according to nature of data. There are two
types of data and data collection sources i.e. primary data is collected from primary sources and
secondary data which are collected from secondary sources (Stawarski & Phillips, 2008).
In this research, primary data will be collected and then analyzed for decision making purpose.
Primary data is the data which is directly collected from respondent and are of personal nature.
Primary data is more reliable as compared to secondary data because it involves direct collection
process of data. Primary data for quantitative research can be collected from interview,
questionnaire, focused group and other methods (Reuven, 2016). For this research, questionnaire
will be used to collect data from sample customers of UBER and some samples of traditional taxi
service users. Sample size will of 60 customers or respondents of both traditional taxi users and
60 customers of UBER (Rusert, 2008).
Sampling is another important aspect that shall be considered while making plan for data
collection from primary sources. In present research, stratified sampling method will be used. In
this method, traditional taxi users and UBER users are divided into two different groups then
samples will be taken from those respective groups by using simple random sampling method
(Hamed & Patrycja, 2016).
The secondary data for the quantitative research will be used in this research. The customers
have given stars as per their experience during the ride. More than average customer has positive
response towards their experience. The satisfied customer has reduced to use of the traditional
8
way of traveling (Damen, 2016). This it could be said that the e commerce UBER taxi has
influenced the conventional taxi in terms of U.K. The UBER taxi is cheaper than the
conventional taxi. On the other hand the drivers are well paid which increases the loyalty of the
drivers and they do take care of the customers.
9
influenced the conventional taxi in terms of U.K. The UBER taxi is cheaper than the
conventional taxi. On the other hand the drivers are well paid which increases the loyalty of the
drivers and they do take care of the customers.
9
Research limitation
The research has certain limitation as it has been unable to cover some aspects in society. The
following can be discussed as under
The UBER E-commerce has given much satisfaction to the customers. The client is happy with
the services but what about the taxi drivers. The local cab drivers are not getting enough
payments as they were earning earlier (Combs, 2014).
The UBER works on internet which has a privacy issue. With the download of the app the data is
stored with the companies which could be used (Yu, Abdullah & Saat, 2014).
The UBER gives employment to the new drivers and people are self-employed but the local taxi
drives are losing their work. This is one of the biggest ethical issue or limitation in this research
(Miller, Birch & Mauthner, 2012).
10
The research has certain limitation as it has been unable to cover some aspects in society. The
following can be discussed as under
The UBER E-commerce has given much satisfaction to the customers. The client is happy with
the services but what about the taxi drivers. The local cab drivers are not getting enough
payments as they were earning earlier (Combs, 2014).
The UBER works on internet which has a privacy issue. With the download of the app the data is
stored with the companies which could be used (Yu, Abdullah & Saat, 2014).
The UBER gives employment to the new drivers and people are self-employed but the local taxi
drives are losing their work. This is one of the biggest ethical issue or limitation in this research
(Miller, Birch & Mauthner, 2012).
10
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Time schedule
Under this heading of research project, timeline of research activities has been discussed. For this
purpose, Gantt chart has been developed and used as base for implementing research activities
(Weber & Cobaugh, 2008). Gantt char is the chart that is used to define and present activities and
time required to complete those activities (Robert, 2013).
Following is the activities that will be undertaken in this research with required time:
Activities Description Period Time
Required (in
months)
1 Searching for literature that will support
my research topic
February –
October
9 months
2 Development of research or designing
research and writing proposal of the
undertaken research
March – June 4 months
3 Collection of data for the research so as to
come up with conclusion after data
analysis
May – July 3 months
4 Next step is to analyses data that was
collected in previous step or activity
June – August 3 months
5 Development of draft chapters for
statements
July – September 3 months
11
Under this heading of research project, timeline of research activities has been discussed. For this
purpose, Gantt chart has been developed and used as base for implementing research activities
(Weber & Cobaugh, 2008). Gantt char is the chart that is used to define and present activities and
time required to complete those activities (Robert, 2013).
Following is the activities that will be undertaken in this research with required time:
Activities Description Period Time
Required (in
months)
1 Searching for literature that will support
my research topic
February –
October
9 months
2 Development of research or designing
research and writing proposal of the
undertaken research
March – June 4 months
3 Collection of data for the research so as to
come up with conclusion after data
analysis
May – July 3 months
4 Next step is to analyses data that was
collected in previous step or activity
June – August 3 months
5 Development of draft chapters for
statements
July – September 3 months
11
Gantt chart
(Sein, et. al., 2011)
12
(Sein, et. al., 2011)
12
Conclusion
It can be said to conclude that the UBER has entered the market in a big way and it is making the
optimum and best use of the e commerce. The customers are also happy with services of UBER.
They get taxi within minutes after the booking is done by the mobile app. It's much safe and
secure and even time saving than to stand on the roads and wait for any means of transport. The
economy has also benefited. The pollution and traffic also has positive effect of the UBER taxi.
It will not be wrong to say that the UBER taxi e commerce has been profitable both to the
customers and the government. The hypothesis h1 is proved to be prevailing in the market. The
entrance of e commerce UBER has influenced the taxi industry of U.K. The economy is also
benefited by this intervention. The customers are facilitated and pollution and traffic is reduced
to some extent. The study has proved that the transportation network company has not been able
to put any significant impact on the taxi employment in U.K. The study has also found that there
is no such self-employment opportunities increased with the transportation network through E-
commerce.
Above all the customers are at the benefit as they now have a choice to travel with. The taxi fare
is also reasonable as compared to the conventional taxi. The company takes the responsibility of
each passenger and is liable for their safety and security.
13
It can be said to conclude that the UBER has entered the market in a big way and it is making the
optimum and best use of the e commerce. The customers are also happy with services of UBER.
They get taxi within minutes after the booking is done by the mobile app. It's much safe and
secure and even time saving than to stand on the roads and wait for any means of transport. The
economy has also benefited. The pollution and traffic also has positive effect of the UBER taxi.
It will not be wrong to say that the UBER taxi e commerce has been profitable both to the
customers and the government. The hypothesis h1 is proved to be prevailing in the market. The
entrance of e commerce UBER has influenced the taxi industry of U.K. The economy is also
benefited by this intervention. The customers are facilitated and pollution and traffic is reduced
to some extent. The study has proved that the transportation network company has not been able
to put any significant impact on the taxi employment in U.K. The study has also found that there
is no such self-employment opportunities increased with the transportation network through E-
commerce.
Above all the customers are at the benefit as they now have a choice to travel with. The taxi fare
is also reasonable as compared to the conventional taxi. The company takes the responsibility of
each passenger and is liable for their safety and security.
13
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References
Chen, H. M., Kazman, R., & Matthes, F. (2015). Demystifying big data adoption: Beyond IT
fashion and relative advantage. In Proc. DIGIT.
Combs, D. (2014). New Research on Assistive Technologies Uses and Limitations (Disability
and the Disabled-Issues, Laws and Programs). Hauppauge: Nova Science.
Damen, J. (2016). Uncovering e-Commerce Firm Performance: the effect of big data and the
customer orientation.
Hamed Alavi, & Patrycja Hąbek. (2016). Addressing Research Design Problem in Mixed
Methods Research. Management Systems in Production Engineering, 21(1), 62-66.
Kim, S. (2013). Deriving the Properties of Object Types for Research Data Relation Model.
Journal of Information Science Theory and Practice, 1(2), 84-92.
Laudon, K. C., & Traver, C. (2016). E-Commerce 2016: Business, Technology, Society. Pearson
Higher Ed.
Miller, T., Birch, M., & Mauthner, M. (2012). Ethics in Qualitative Research. London: SAGE
Publications.
Research Design. (2014). SAGE Publications.
Reuven Katz. (2016). Challenges in Doctoral Research Project Management: A Comparative
Study. International Journal of Doctoral Studies, 11, 105-125.
Robert T. Hans. (2013). Work Breakdown Structure: A Tool for Software Project Scope
Verification. International Journal of Software Engineering & Applications, 4(4), 19-25.
Rusert Mathias. (2008). The data collection process established for the German DRG system
over the last six years with focus on data quality. BMC Health Services Research, 8(Suppl
1), A11.
14
Chen, H. M., Kazman, R., & Matthes, F. (2015). Demystifying big data adoption: Beyond IT
fashion and relative advantage. In Proc. DIGIT.
Combs, D. (2014). New Research on Assistive Technologies Uses and Limitations (Disability
and the Disabled-Issues, Laws and Programs). Hauppauge: Nova Science.
Damen, J. (2016). Uncovering e-Commerce Firm Performance: the effect of big data and the
customer orientation.
Hamed Alavi, & Patrycja Hąbek. (2016). Addressing Research Design Problem in Mixed
Methods Research. Management Systems in Production Engineering, 21(1), 62-66.
Kim, S. (2013). Deriving the Properties of Object Types for Research Data Relation Model.
Journal of Information Science Theory and Practice, 1(2), 84-92.
Laudon, K. C., & Traver, C. (2016). E-Commerce 2016: Business, Technology, Society. Pearson
Higher Ed.
Miller, T., Birch, M., & Mauthner, M. (2012). Ethics in Qualitative Research. London: SAGE
Publications.
Research Design. (2014). SAGE Publications.
Reuven Katz. (2016). Challenges in Doctoral Research Project Management: A Comparative
Study. International Journal of Doctoral Studies, 11, 105-125.
Robert T. Hans. (2013). Work Breakdown Structure: A Tool for Software Project Scope
Verification. International Journal of Software Engineering & Applications, 4(4), 19-25.
Rusert Mathias. (2008). The data collection process established for the German DRG system
over the last six years with focus on data quality. BMC Health Services Research, 8(Suppl
1), A11.
14
Sein, M., Henfridsson, O., Purao, S., Rossi, M., & Lindgren, R. (2011). Action Design Research.
MIS Quarterly, 35(1), 37-56.
Stawarski, C., & Phillips, P. (2008). Data Collection Planning for and Collecting All Types of
Data (Advances in Chemical Physics). New York: Wiley.
Varian, H. R. (2014). Beyond big data. Business Economics, 49(1), 27-31.
Velte, P., & Stawinoga, M. (2016). Integrated reporting: The current state of empirical research,
limitations and future research implications. Journal of Management Control, 1-46.
Wang, W., & Ko, N. (2012). Knowledge sharing practices of project teams when encountering
changes in project scope: A contingency approach. Journal of Information Science, 38(5),
423-441.
Weber, Robert J., & Cobaugh, Daniel J. (2008). Developing and executing an effective research
plan.(Research Fundamentals). American Journal of Health-System Pharmacy, 65(21),
2058-2065.
Yu, H., Abdullah, A., & Saat, R. (2014). Overcoming time and ethical constraints in the
qualitative data collection process: A case of information literacy research. Journal of
Librarianship and Information Science, 46(3), 243-257.
15
MIS Quarterly, 35(1), 37-56.
Stawarski, C., & Phillips, P. (2008). Data Collection Planning for and Collecting All Types of
Data (Advances in Chemical Physics). New York: Wiley.
Varian, H. R. (2014). Beyond big data. Business Economics, 49(1), 27-31.
Velte, P., & Stawinoga, M. (2016). Integrated reporting: The current state of empirical research,
limitations and future research implications. Journal of Management Control, 1-46.
Wang, W., & Ko, N. (2012). Knowledge sharing practices of project teams when encountering
changes in project scope: A contingency approach. Journal of Information Science, 38(5),
423-441.
Weber, Robert J., & Cobaugh, Daniel J. (2008). Developing and executing an effective research
plan.(Research Fundamentals). American Journal of Health-System Pharmacy, 65(21),
2058-2065.
Yu, H., Abdullah, A., & Saat, R. (2014). Overcoming time and ethical constraints in the
qualitative data collection process: A case of information literacy research. Journal of
Librarianship and Information Science, 46(3), 243-257.
15
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