Data-Driven Business: Expansion Strategies in Thailand and Pakistan
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AI Summary
This report examines the use of data analysis in informing business decisions, specifically focusing on expansion strategies in Thailand and Pakistan. It explores the procurement of raw materials, location selection, and investment activities, utilizing data from sources like the World Bank Enterpris...

USING DATA TO
BUILD BUSINESSES
PRACTISES
BUILD BUSINESSES
PRACTISES
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CONTENTS
INTRODUCTION...........................................................................................................................1
MAIN BODY...................................................................................................................................1
1.Examine the procurement of raw material and supplied according to the needs of company..1
2. Deciding the various alternatives which can provide benefit to management for selecting the
location and helps in investment activity.....................................................................................3
3. Find out the information which is used for enquires by the synopsis methods.......................4
4. Classify the data set according to different factor that should be arranged while deciding an
extension which is associated in Thailand and Pakistan..............................................................5
Discovering the recommendations...............................................................................................9
CONCLUSION .............................................................................................................................10
REFERENCES..............................................................................................................................11
INTRODUCTION...........................................................................................................................1
MAIN BODY...................................................................................................................................1
1.Examine the procurement of raw material and supplied according to the needs of company..1
2. Deciding the various alternatives which can provide benefit to management for selecting the
location and helps in investment activity.....................................................................................3
3. Find out the information which is used for enquires by the synopsis methods.......................4
4. Classify the data set according to different factor that should be arranged while deciding an
extension which is associated in Thailand and Pakistan..............................................................5
Discovering the recommendations...............................................................................................9
CONCLUSION .............................................................................................................................10
REFERENCES..............................................................................................................................11


INTRODUCTION
Data analysis is the procedure of examining, correcting, transforming and modelling the
data information with the aim of finding some useful details, providing conclusions and helping
in making decisions (Akerkar, 2019). Analysis of data holds high importance in computing
quantitative or qualitative studies. In this report, the usage of data in generating useful
informations for several business entities is shown. Data analysis is utilised by many
organisations to assist in decision making and also in decreasing the cost for the analysis. It also
gives an overview of how companies take this data base in use to make plans, objectives and
process the procedure for increasing their trade and revenue generation activities. This report is
based on the use of advance research and task assessment for organisations to maintain
stableness and flexibility in the future period.
MAIN BODY
1.Examine the procurement of raw material and supplied according to the needs of company.
Data is referred to as the collection of numerical values, measurements or observations.
Sit is the process of arranging, collecting, measuring the subject matter to build conclusions
which will assist the enterprise in finalising upon the decisions. The data is the sum of several
different units in a compound manner so that it can be changes as per the business needs. The
raw data is collected and merged on various grounds and on the basis of various different
variables. The data collected can be both either identical to the information or different with the
information. The information in the form of raw data is very accessible and can be modified in
any form as per the needs and requirements of the business enterprise. In the study below, data of
two countries, Pakistan and Thailand are taken into account. The company aims to check for the
different indicators to make effective decisions and desire to fix the company divisions (Bougie,
and Sekaran, 2019).
The World Bank Enterprise Survey (WBES) has surveyed and observed the below study
and information which will surely assist in the success of the enterprise. The company faced
various difficulties to collect the data regarding the business success and sustainability in the
organisation. The data below defines the performance and workings of the organisation to the
point that it describes the diversification that it brings in the business.the excel sheet provided
gives the information in three different parts, the first section gives the data relating to Thailand
1
Data analysis is the procedure of examining, correcting, transforming and modelling the
data information with the aim of finding some useful details, providing conclusions and helping
in making decisions (Akerkar, 2019). Analysis of data holds high importance in computing
quantitative or qualitative studies. In this report, the usage of data in generating useful
informations for several business entities is shown. Data analysis is utilised by many
organisations to assist in decision making and also in decreasing the cost for the analysis. It also
gives an overview of how companies take this data base in use to make plans, objectives and
process the procedure for increasing their trade and revenue generation activities. This report is
based on the use of advance research and task assessment for organisations to maintain
stableness and flexibility in the future period.
MAIN BODY
1.Examine the procurement of raw material and supplied according to the needs of company.
Data is referred to as the collection of numerical values, measurements or observations.
Sit is the process of arranging, collecting, measuring the subject matter to build conclusions
which will assist the enterprise in finalising upon the decisions. The data is the sum of several
different units in a compound manner so that it can be changes as per the business needs. The
raw data is collected and merged on various grounds and on the basis of various different
variables. The data collected can be both either identical to the information or different with the
information. The information in the form of raw data is very accessible and can be modified in
any form as per the needs and requirements of the business enterprise. In the study below, data of
two countries, Pakistan and Thailand are taken into account. The company aims to check for the
different indicators to make effective decisions and desire to fix the company divisions (Bougie,
and Sekaran, 2019).
The World Bank Enterprise Survey (WBES) has surveyed and observed the below study
and information which will surely assist in the success of the enterprise. The company faced
various difficulties to collect the data regarding the business success and sustainability in the
organisation. The data below defines the performance and workings of the organisation to the
point that it describes the diversification that it brings in the business.the excel sheet provided
gives the information in three different parts, the first section gives the data relating to Thailand
1
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and is unorganized and unsettled. The same kind of information is depicted in the data of
Pakistan also and is given in excel sheet two. The businesses have identified the hindrances
which could badly affect the business and the news informations which could shackle the
goodwill of the company in the market. The business enterprises sort out the data by utilising the
qualitative and quantitative techniques to asses the risk occurrence and its effect with the use of
functions such as replace, count if, sum if and range. The company uses statistics tool such as
mean, mode and median for computing the data and communicating the informations to the user.
The data analysts utilise the information in this report for forecasting consumer tastes and
preferences which change frequently, for benefiting the organisational productivity and passing
along the information to the users. This assists in understanding the company objectives, targets
and future aims (De Angelis, 2018).
In the final part of the report, the company has discovered the crucial key impediments
which will conclude the institution for finding the branch in some different country which is the
best decision for the undertaking. These troubles are as follows:
Labour laws
Sources of finance
Illegal crimes
Acquisition of land
Strategies of rivalries in the market
Transport
Electricity
Custom duty
Semi skilled staffs
Political firmness
Rates of taxes
Bribe
The above information is transcribed in symmetrically due to this business can select upon the
best alternative for positioning a branch in another nation.
2. Deciding the various alternatives which can provide benefit to management for selecting the
location and helps in investment activity
2
Pakistan also and is given in excel sheet two. The businesses have identified the hindrances
which could badly affect the business and the news informations which could shackle the
goodwill of the company in the market. The business enterprises sort out the data by utilising the
qualitative and quantitative techniques to asses the risk occurrence and its effect with the use of
functions such as replace, count if, sum if and range. The company uses statistics tool such as
mean, mode and median for computing the data and communicating the informations to the user.
The data analysts utilise the information in this report for forecasting consumer tastes and
preferences which change frequently, for benefiting the organisational productivity and passing
along the information to the users. This assists in understanding the company objectives, targets
and future aims (De Angelis, 2018).
In the final part of the report, the company has discovered the crucial key impediments
which will conclude the institution for finding the branch in some different country which is the
best decision for the undertaking. These troubles are as follows:
Labour laws
Sources of finance
Illegal crimes
Acquisition of land
Strategies of rivalries in the market
Transport
Electricity
Custom duty
Semi skilled staffs
Political firmness
Rates of taxes
Bribe
The above information is transcribed in symmetrically due to this business can select upon the
best alternative for positioning a branch in another nation.
2. Deciding the various alternatives which can provide benefit to management for selecting the
location and helps in investment activity
2

The performance of the company can be evaluated or estimated with various ways of this
two countries Thailand and Pakistan.
Labour laws- These are the laws and regulations which is made by the government for
keeping the coordination among employees, organisation, work union and the public authority. It
ought to be followed by every organization for maintaining financial condition and are termed as
workforce laws. These rules will supply the advantages to organisation for running of activities
in a speedy way. If any individual do not comply any policies then government can apply legal
actions. It is important for each worker to follow the laws. Theses rules should be applied strictly
in the organisation so that no individual can harm the rights of staffs (Gupta, 2018).
Availability of finance- The second stage is to gather the funds for establishing the
branch in different countries or for collecting different sources. The next compennt is to
determine the location so organisation can raise funds. The compnay can take the financial help
without facing any challenges. Entity can raise the funds by long term and short term sources of
finance. It gives assistance to meet out their short term liquidity in market and for meeting its
daily expenditure.
Illegal crimes- It represents that organisation have to supervise the market investigation
before starting the project. Any unlawful activity will harm the goodwill of the enterprise. Hence
the organisation has to analysis the criminal data in those areas where entity is doing the tasks.
This is done to ignore any possibility of occurrence of riots in the entity's journey. If organisation
is involving in any activity such as theft, cheating the parties and disorder than organisation will
suffer a big amount of loss. Through this customer will panic to come in that location.
Transportation- The fourth step that organisation has to focus before initiating the
business task is Transport. The owner has to realise that there is accessibility of conveyance near
the business location place. Transportation is the essential task which is required at each stage. If
entity does not have conveyance facility than it becomes hurdle for entity to trade their
merchandise in the economy (Kahila-Tani, Kytta, and Geertman, 2019). It will effect on the
revenue of the business concern.
Custom Duty- If the business concern is production the commodities then company has
to make payment of excise duty. Company has to comply the rules of custom duty for initiating
his trading activity. It is the responsibility which is implemented when commodities are
transported across national countries. It is the tax which is imposed on import or export of
3
two countries Thailand and Pakistan.
Labour laws- These are the laws and regulations which is made by the government for
keeping the coordination among employees, organisation, work union and the public authority. It
ought to be followed by every organization for maintaining financial condition and are termed as
workforce laws. These rules will supply the advantages to organisation for running of activities
in a speedy way. If any individual do not comply any policies then government can apply legal
actions. It is important for each worker to follow the laws. Theses rules should be applied strictly
in the organisation so that no individual can harm the rights of staffs (Gupta, 2018).
Availability of finance- The second stage is to gather the funds for establishing the
branch in different countries or for collecting different sources. The next compennt is to
determine the location so organisation can raise funds. The compnay can take the financial help
without facing any challenges. Entity can raise the funds by long term and short term sources of
finance. It gives assistance to meet out their short term liquidity in market and for meeting its
daily expenditure.
Illegal crimes- It represents that organisation have to supervise the market investigation
before starting the project. Any unlawful activity will harm the goodwill of the enterprise. Hence
the organisation has to analysis the criminal data in those areas where entity is doing the tasks.
This is done to ignore any possibility of occurrence of riots in the entity's journey. If organisation
is involving in any activity such as theft, cheating the parties and disorder than organisation will
suffer a big amount of loss. Through this customer will panic to come in that location.
Transportation- The fourth step that organisation has to focus before initiating the
business task is Transport. The owner has to realise that there is accessibility of conveyance near
the business location place. Transportation is the essential task which is required at each stage. If
entity does not have conveyance facility than it becomes hurdle for entity to trade their
merchandise in the economy (Kahila-Tani, Kytta, and Geertman, 2019). It will effect on the
revenue of the business concern.
Custom Duty- If the business concern is production the commodities then company has
to make payment of excise duty. Company has to comply the rules of custom duty for initiating
his trading activity. It is the responsibility which is implemented when commodities are
transported across national countries. It is the tax which is imposed on import or export of
3

commodities. By this accumulated amount government gains revenues and can monitor on the
motion of products.
Electricity- Organisation are required to establish his business in that locality where
there is adequate availability of electricity. Electricity supply should be supplied in 24 hrs. If
there is shortfall of electricity than establishment will face hurdles to carry out their
manufacturing supply. It will deploy the resources, labour will remain idle and establishment has
to cut out the production units. It is the main demand for any enterprise (Kusi-Sarpong, Gupta,
and Sarkis, 2019).
3. Find out the information which is used for enquires by the synopsis methods.
Measuring the means for analysing the central tendency:
The data value supplied by different sources is represented by a central point which is
considered as prime propensity. The above determinant is used various aspects in the economy
like labour laws, illegal crime rate, transportation, custom Duty, electricity and so on.
Mean is considered is most basic measurement of central tendency. It is the average of
the some of the data value and total number of observation. The mean value of the data
represent whole of data, this makes analysis easy to understand and explain. Mean is
calculated by different methods based on the situation it is being used in. it is also called
arithmetic mean.
Median is the statistical tool used for measurement of a data 's central most point. It is
calculated by sorting the data in the ascending or descending order. This method is useful
when the data is influenced by extreme values. It has variance when the data is even or
odd. It is calculated by taking the mean of middle to data values.
Mode it is most frequently occurred tern in an observation. This statistical tool is very
useful for a real life situation. It denotes the most highest frequency value. It gives full
overview about the data taken (Luthra, and Mangla, 2018).
The business entity has made the conclusion by taking 5 stages concept of Likert scale
which is as follows : No hindrance, Minor hindrance, Medium hindrance, Major
hindrance, very critical hindrance. This method of measurement works on clients or end
users feedbacks. The respondents has to give feedback or answer to the discussed 5
points of Likert tool and make a decision from the responses received by the feedback.
4
motion of products.
Electricity- Organisation are required to establish his business in that locality where
there is adequate availability of electricity. Electricity supply should be supplied in 24 hrs. If
there is shortfall of electricity than establishment will face hurdles to carry out their
manufacturing supply. It will deploy the resources, labour will remain idle and establishment has
to cut out the production units. It is the main demand for any enterprise (Kusi-Sarpong, Gupta,
and Sarkis, 2019).
3. Find out the information which is used for enquires by the synopsis methods.
Measuring the means for analysing the central tendency:
The data value supplied by different sources is represented by a central point which is
considered as prime propensity. The above determinant is used various aspects in the economy
like labour laws, illegal crime rate, transportation, custom Duty, electricity and so on.
Mean is considered is most basic measurement of central tendency. It is the average of
the some of the data value and total number of observation. The mean value of the data
represent whole of data, this makes analysis easy to understand and explain. Mean is
calculated by different methods based on the situation it is being used in. it is also called
arithmetic mean.
Median is the statistical tool used for measurement of a data 's central most point. It is
calculated by sorting the data in the ascending or descending order. This method is useful
when the data is influenced by extreme values. It has variance when the data is even or
odd. It is calculated by taking the mean of middle to data values.
Mode it is most frequently occurred tern in an observation. This statistical tool is very
useful for a real life situation. It denotes the most highest frequency value. It gives full
overview about the data taken (Luthra, and Mangla, 2018).
The business entity has made the conclusion by taking 5 stages concept of Likert scale
which is as follows : No hindrance, Minor hindrance, Medium hindrance, Major
hindrance, very critical hindrance. This method of measurement works on clients or end
users feedbacks. The respondents has to give feedback or answer to the discussed 5
points of Likert tool and make a decision from the responses received by the feedback.
4
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4. Classify the data set according to different factor that should be arranged while deciding an
extension which is associated in Thailand and Pakistan.
Analysis of labour Modulation
According to dataset which is presented in the above table depicts the measure of central
tendency by the means of protocols of labour laws applicable on business in the current period.
This is meant for modification and expansion of the sector or industry. The mean of the dat
represents the information regarding the guidelines which is required in different nation for
labour (Nawari, and Ravindran, 2019).
or illustration: Pakistan and Thailand were 2.210 and 1.443 respectively. It basically represents
that the number of respondents related to Thailand find “No obstacle”. While the next related to
the Pakistan that says is “Minor obstacle” to “Moderate obstacle”. In context of the given data
the median are 1 and 2, it presents that the mean of the analysis went for “Minor obstacle” or
“No obstacle” for the two regions. In the term of respondents, the answers were most intense as
the respondents went for 1 that means, there is “No hurdle” for both the figure Thailand and
Pakistan. Analysis of Sources of finance
As per the above data represented in the table the data is applicable in a way that labour
road map is relevant in the organisation. Those are the hindrance on the development of the
organisation development and step-up. The mean that was measured was related with the funds
part of the organisation. For Pakistan and Thailand both figures are 2.229 and 1.554 as well.
These can be help in distinguishing or recognising as “Minor obstacle” and Moderate obstacle”.
The respective median of this series are 1 and 2 in the regard of world. It presents the important
or better positions so it display the biggest number of writing to go with the options 1 that is “no
hurdle” for the purpose of testing the numbers for the Thailand. In the context of respondents, the
5
extension which is associated in Thailand and Pakistan.
Analysis of labour Modulation
According to dataset which is presented in the above table depicts the measure of central
tendency by the means of protocols of labour laws applicable on business in the current period.
This is meant for modification and expansion of the sector or industry. The mean of the dat
represents the information regarding the guidelines which is required in different nation for
labour (Nawari, and Ravindran, 2019).
or illustration: Pakistan and Thailand were 2.210 and 1.443 respectively. It basically represents
that the number of respondents related to Thailand find “No obstacle”. While the next related to
the Pakistan that says is “Minor obstacle” to “Moderate obstacle”. In context of the given data
the median are 1 and 2, it presents that the mean of the analysis went for “Minor obstacle” or
“No obstacle” for the two regions. In the term of respondents, the answers were most intense as
the respondents went for 1 that means, there is “No hurdle” for both the figure Thailand and
Pakistan. Analysis of Sources of finance
As per the above data represented in the table the data is applicable in a way that labour
road map is relevant in the organisation. Those are the hindrance on the development of the
organisation development and step-up. The mean that was measured was related with the funds
part of the organisation. For Pakistan and Thailand both figures are 2.229 and 1.554 as well.
These can be help in distinguishing or recognising as “Minor obstacle” and Moderate obstacle”.
The respective median of this series are 1 and 2 in the regard of world. It presents the important
or better positions so it display the biggest number of writing to go with the options 1 that is “no
hurdle” for the purpose of testing the numbers for the Thailand. In the context of respondents, the
5

answers were most intense as the respondents went for 1 that is “No obstacle” for both the terms
(Ouyang, Wei, and Chi, 2019).
Examination of Crime, Theft and Disorder
The calculation which is represented above in the set of data shows the crimes,t theft,
errors and faults disorder can affect the business and its different kinds of diversified activities.
All these components has effected the business, its goodwill in the market as well as the market
share badly. It assists in generating the direct or in an indirect force for the owner of the business
of the organisation and its managers by promoting the growth of the company. It other terms, the
person who supports the daily activities of the organisation. It justifies the emerging market and
with the assistance in producing the negative effects on the person who is linked with the
organisation in a different way. The mean is evaluated in the above dataset so that the effect of
the obssatcle in different countries like Thailand and Pakistan. In other terms, the mean of bothe
the nations are 1.348 and 2.588 thats helps to acknolwdefdge in five points like scale as “no
obstacle” as well as in other manner. And the median of both the terms are 1 and 2 that can be
recognised as the same to the mean for both of the nations (Qa’dan, and Suwaidan, 2018). The
mode shows the hurdles as “no hindrances”
Computation of Transportation
6
(Ouyang, Wei, and Chi, 2019).
Examination of Crime, Theft and Disorder
The calculation which is represented above in the set of data shows the crimes,t theft,
errors and faults disorder can affect the business and its different kinds of diversified activities.
All these components has effected the business, its goodwill in the market as well as the market
share badly. It assists in generating the direct or in an indirect force for the owner of the business
of the organisation and its managers by promoting the growth of the company. It other terms, the
person who supports the daily activities of the organisation. It justifies the emerging market and
with the assistance in producing the negative effects on the person who is linked with the
organisation in a different way. The mean is evaluated in the above dataset so that the effect of
the obssatcle in different countries like Thailand and Pakistan. In other terms, the mean of bothe
the nations are 1.348 and 2.588 thats helps to acknolwdefdge in five points like scale as “no
obstacle” as well as in other manner. And the median of both the terms are 1 and 2 that can be
recognised as the same to the mean for both of the nations (Qa’dan, and Suwaidan, 2018). The
mode shows the hurdles as “no hindrances”
Computation of Transportation
6

As per the above set of data, it represents the conveying evaluation that most important for the
industry in accordance to analysing their on the organisation function or operations. These
business operations shows as a issue for the business to face them. This calculations will aid the
management of the company for the motive of acknowledging the various system of conveyance
that are being used by the industry in regards with the transport of goods and services and
requirement of material to the manufacture or production and the other operations of distribution
and selling which is linked to the business. The mean presents the above discussed table can be
detect as important need to feature to evaluate the affects of different modes which is generally
used by the company to manage their functions or activities. Mean for both the terms are
calculated as 1.559 and 2.594 that can be acknowledged as “minor hurdle” and “moderate
hurdle” for the Pakistan and Thailand as well (Rehman Khan, and Yu, 2021). This presents that
in Pakistan there are less opportunities rather than the Thailand. Median for both the nations are
1 and 3 that can be analysed as “no obstacle” and “moderate hurdle” and similarly mode for
Pakistan and Thailand are 2 and 1 which be assumed as “no barrier” and minor barrier” for both
the terms.
Assessment of Customs and Trade Regulations
The above acknowledged characters for customs and trade regulations represents that how these
effects a business and its functioning and its abilities in generating profits for the company.
Different nation have different customs and trade regulations which are regulated by its
government that can effect on the profits of the business and feasibility in working their
company activities. A business must take care of the laws of practices and rules of trade that are
7
industry in accordance to analysing their on the organisation function or operations. These
business operations shows as a issue for the business to face them. This calculations will aid the
management of the company for the motive of acknowledging the various system of conveyance
that are being used by the industry in regards with the transport of goods and services and
requirement of material to the manufacture or production and the other operations of distribution
and selling which is linked to the business. The mean presents the above discussed table can be
detect as important need to feature to evaluate the affects of different modes which is generally
used by the company to manage their functions or activities. Mean for both the terms are
calculated as 1.559 and 2.594 that can be acknowledged as “minor hurdle” and “moderate
hurdle” for the Pakistan and Thailand as well (Rehman Khan, and Yu, 2021). This presents that
in Pakistan there are less opportunities rather than the Thailand. Median for both the nations are
1 and 3 that can be analysed as “no obstacle” and “moderate hurdle” and similarly mode for
Pakistan and Thailand are 2 and 1 which be assumed as “no barrier” and minor barrier” for both
the terms.
Assessment of Customs and Trade Regulations
The above acknowledged characters for customs and trade regulations represents that how these
effects a business and its functioning and its abilities in generating profits for the company.
Different nation have different customs and trade regulations which are regulated by its
government that can effect on the profits of the business and feasibility in working their
company activities. A business must take care of the laws of practices and rules of trade that are
7
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fixed by the governments for the motive of operating the remain compatible otherwise it can
badly affect the stability. These type of laws, rules and regulation can put efforts on the
enterprise in accordance with closure of the working or operations in these nations or countries.
Mean has been estimated in the above presentation. These are 1.265 and 2.237 for both the
nations. These mean can be considered as a “no hurdles” and “minor obstacles” and on the other
hand mode has been calculated for both the nations as 1 and 2. those can be taken as 'no
impediment” for the separate nations (Weill, and Woerner, 2018).
Computation based on Electricity
The above reported terms or figure for electricity can be represented that how this
calculations justifies the obstacles for the business enterprises. Electricity is the basic
requirements for any business or individuals in all over the world. In present aspects,
technologies and artificial intelligence are increasing day by day. They had become an important
or compulsory facilities. Any business industry can not expect their working without them. Mean
has been analysed for the Pakistan and Thailand. They are 4.280 and 2.135 as well. Theses can
be taken as “minor or major hurdles”. For both the nations the median are calculated as 1 and 5
that can be considered as “no and very serve impediment”.
Examination of Crime, Theft and Disorder
8
badly affect the stability. These type of laws, rules and regulation can put efforts on the
enterprise in accordance with closure of the working or operations in these nations or countries.
Mean has been estimated in the above presentation. These are 1.265 and 2.237 for both the
nations. These mean can be considered as a “no hurdles” and “minor obstacles” and on the other
hand mode has been calculated for both the nations as 1 and 2. those can be taken as 'no
impediment” for the separate nations (Weill, and Woerner, 2018).
Computation based on Electricity
The above reported terms or figure for electricity can be represented that how this
calculations justifies the obstacles for the business enterprises. Electricity is the basic
requirements for any business or individuals in all over the world. In present aspects,
technologies and artificial intelligence are increasing day by day. They had become an important
or compulsory facilities. Any business industry can not expect their working without them. Mean
has been analysed for the Pakistan and Thailand. They are 4.280 and 2.135 as well. Theses can
be taken as “minor or major hurdles”. For both the nations the median are calculated as 1 and 5
that can be considered as “no and very serve impediment”.
Examination of Crime, Theft and Disorder
8

Discovering the recommendations
By the below examined terms and factors it can be concluded that Pakistan would not be greater
and fitter substitute for the organisation to manage or fix it for any branch in this nation.
Thailand would be best option. It will be great for the business in overall context.
9
By the below examined terms and factors it can be concluded that Pakistan would not be greater
and fitter substitute for the organisation to manage or fix it for any branch in this nation.
Thailand would be best option. It will be great for the business in overall context.
9

CONCLUSION
As per the above report, it has been concluded that data analysis can be utilized as a
particular tool to modify the business to take the appropriate and informed decisions about
several companies challenges that can change into the opportunities for the growth of the
business. The report concludes the availability of raw material required and supplied as per
requirements of organisation, determination of different options which can supply advantages to
management in investment and selection of location. Furthermore, identification of selected data
by related synopsis techniques and determination of suggestions.
10
As per the above report, it has been concluded that data analysis can be utilized as a
particular tool to modify the business to take the appropriate and informed decisions about
several companies challenges that can change into the opportunities for the growth of the
business. The report concludes the availability of raw material required and supplied as per
requirements of organisation, determination of different options which can supply advantages to
management in investment and selection of location. Furthermore, identification of selected data
by related synopsis techniques and determination of suggestions.
10
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REFERENCES
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Gupta, H., 2018. Assessing organizations performance on the basis of GHRM practices using
BWM and Fuzzy TOPSIS. Journal of environmental management. 226. pp.201-216.
Kahila-Tani, M., Kytta, M. and Geertman, S., 2019. Does mapping improve public participation?
Exploring the pros and cons of using public participation GIS in urban planning
practices. Landscape and urban planning. 186. pp.45-55.
Kusi-Sarpong, S., Gupta, H. and Sarkis, J., 2019. A supply chain sustainability innovation
framework and evaluation methodology. International Journal of Production
Research. 57(7). pp.1990-2008.
Luthra, S. and Mangla, S.K., 2018. When strategies matter: Adoption of sustainable supply chain
management practices in an emerging economy’s context. Resources, Conservation and
Recycling. 138. pp.194-206.
Nawari, N.O. and Ravindran, S., 2019. Blockchain and the built environment: Potentials and
limitations. Journal of Building Engineering. 25. p.100832.
Ouyang, Z., Wei, W. and Chi, C.G., 2019. Environment management in the hotel industry: does
institutional environment matter?. International Journal of Hospitality Management. 77.
pp.353-364.
Qa’dan, M.B.A. and Suwaidan, M.S., 2018. Board composition, ownership structure and
corporate social responsibility disclosure: the case of Jordan. Social Responsibility
Journal.
Rehman Khan, S.A. and Yu, Z., 2021. Assessing the eco-environmental performance: an PLS-
SEM approach with practice-based view. International Journal of Logistics Research
and Applications. 24(3). pp.303-321.
Weill, P. and Woerner, S., 2018. What's your digital business model?: six questions to help you
build the next-generation enterprise. Harvard Business Press.
11
Books and Journals:
Bougie, R. and Sekaran, U., 2019. Research methods for business: A skill building approach.
John Wiley & Sons.
De Angelis, R., 2018. Business models in the circular economy: Concepts, examples and theory.
Springer.
Gupta, H., 2018. Assessing organizations performance on the basis of GHRM practices using
BWM and Fuzzy TOPSIS. Journal of environmental management. 226. pp.201-216.
Kahila-Tani, M., Kytta, M. and Geertman, S., 2019. Does mapping improve public participation?
Exploring the pros and cons of using public participation GIS in urban planning
practices. Landscape and urban planning. 186. pp.45-55.
Kusi-Sarpong, S., Gupta, H. and Sarkis, J., 2019. A supply chain sustainability innovation
framework and evaluation methodology. International Journal of Production
Research. 57(7). pp.1990-2008.
Luthra, S. and Mangla, S.K., 2018. When strategies matter: Adoption of sustainable supply chain
management practices in an emerging economy’s context. Resources, Conservation and
Recycling. 138. pp.194-206.
Nawari, N.O. and Ravindran, S., 2019. Blockchain and the built environment: Potentials and
limitations. Journal of Building Engineering. 25. p.100832.
Ouyang, Z., Wei, W. and Chi, C.G., 2019. Environment management in the hotel industry: does
institutional environment matter?. International Journal of Hospitality Management. 77.
pp.353-364.
Qa’dan, M.B.A. and Suwaidan, M.S., 2018. Board composition, ownership structure and
corporate social responsibility disclosure: the case of Jordan. Social Responsibility
Journal.
Rehman Khan, S.A. and Yu, Z., 2021. Assessing the eco-environmental performance: an PLS-
SEM approach with practice-based view. International Journal of Logistics Research
and Applications. 24(3). pp.303-321.
Weill, P. and Woerner, S., 2018. What's your digital business model?: six questions to help you
build the next-generation enterprise. Harvard Business Press.
11
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