Data Warehouse as a Service Market Research Report - Global Industry Forecast till 2030

Data Warehouse as a Service Market Research Report Information By Usage (Data Mining, Reporting, Analytics), By Application (Fraud Detection, Asset, Risk and Compliance Management, Customer Analytics) And By Region (North America, Europe, Asia-Pacific, And Rest Of The World) –Market Forecast Till 2030

ID: MRFR/ICT/6195-CR | 110 Pages | Author: Ankit Gupta | April 2023         

TABLE OF CONTENTS

1 Executive Summary

1.1 Market Attractiveness Analysis

1.1.1 Global Data Warehouse as a Service Market, by Usage

1.1.2 Global Data Warehouse as a Service Market, by Deployment

1.1.3 Global Data Warehouse as a Service Market, by Organization Size

1.1.4 Global Data Warehouse as a Service Market, by Application

1.1.5 Global Data Warehouse as a Service Market, by Vertical

1.1.6 Data Warehouse as a Service Market, by Region

2 Scope of the Report

2.1 Market Definition

2.2 Scope of the Study

2.3 Market Structure

2.4 Key Buying Criteria

2.5 Macro Factor Indicator Analysis

3 Market Research Methodology

3.1 Research Process

3.2 Primary Research

3.3 Secondary Research

3.4 Market Size Estimation

3.5 Forecast Model

3.6 List of Assumptions

4 Market Insights

5 Industry Overview of the Global Data Warehouse as a Service Market

5.1 Introduction

5.2 Drivers

5.2.1 Regulations and Standards

5.2.2 Significant Increase in Data Volume

5.2.3 Growing Adoption of Private Cloud

5.2.4 Drivers Impact Analysis

5.3 Restraints

5.2.1 Security and Privacy Concerns

5.2.2 Restraints Impact Analysis

5.4 Opportunities

5.4.1 Increasing Demand from SME’s

5.4.2 Growing Applications across Verticals

6 Market Factor Analysis

6.1 Porter’s Five Forces Analysis

6.1.1 Threat of New Entrants

6.1.2 Bargaining Power of Suppliers

6.1.3 Bargaining Power of Buyers

6.1.4 Threat of Substitutes

6.1.4 Intensity of Rivalry

6.2 Value Chain/Supply Chain of the Global Data Warehouse as a Service Market

7. Global Data Warehouse as a Service Market, by Usage

7.1 Introduction

7.2 Data Mining

7.2.1 Market Estimates & Forecast, 2023–2030

7.2.2 Market Estimates & Forecast, by Region, 2023–2030

7.3 Reporting

7.3.1 Market Estimates & Forecast, 2023–2030

7.3.2 Market Estimates & Forecast, by Region, 2023–2030

7.4 Analytics

7.4.1 Market Estimates & Forecast, 2023–2030

7.4.2 Market Estimates & Forecast, by Region, 2023–2030

8. Global Data Warehouse as a Service Market, by Deployment Type

8.1 Introduction

8.2 Private Cloud

8.2.1 Market Estimates & Forecast, 2023–2030

8.2.2 Market Estimates & Forecast, by Region, 2023–2030

8.3 Public Cloud

8.3.1 Market Estimates & Forecast, 2023–2030

8.3.2 Market Estimates & Forecast, by Region, 2023–2030

8.4 Hybrid Cloud

8.4.1 Market Estimates & Forecast, 2023–2030

8.4.2 Market Estimates & Forecast, by Region, 2023–2030

9. Global Data Warehouse as a Service Market, by Organization Size

9.1 Introduction

9.2 Large Enterprises

9.2.1 Market Estimates & Forecast, 2023–2030

9.2.2 Market Estimates & Forecast, by Region, 2023–2030

9.3 Small and Medium-Sized Enterprises

9.3.1 Market Estimates & Forecast, 2023–2030

9.3.2 Market Estimates & Forecast, by Region, 2023–2030

10. Global Data Warehouse as a Service Market, by Application

10.1 Introduction

10.2 Fraud Detection and Threat Management

10.2.1 Market Estimates & Forecast, 2023–2030

10.2.2 Market Estimates & Forecast, by Region, 2023–2030

10.3 Supply Chain Management

10.3.1 Market Estimates & Forecast, 2023–2030

10.3.2 Market Estimates & Forecast, by Region, 2023–2030

10.4 Asset Management

10.4.1 Market Estimates & Forecast, 2023–2030

10.4.2 Market Estimates & Forecast, by Region, 2023–2030

10.5 Risk and Compliance Management

10.5.1 Market Estimates & Forecast, 2023–2030

10.5.2 Market Estimates & Forecast, by Region, 2023–2030

10.6 Customer Analytics

10.6.1 Market Estimates & Forecast, 2023–2030

10.6.2 Market Estimates & Forecast, by Region, 2023–2030

10.7 Others

10.7.1 Market Estimates & Forecast, 2023–2030

10.7.2 Market Estimates & Forecast, by Region, 2023–2030

11. Global Data Warehouse as a Service Market, by Vertical

11.1 Introduction

11.2 BFSI

11.2.1 Market Estimates & Forecast, 2023–2030

11.2.2 Market Estimates & Forecast, by Region, 2023–2030

11.3 Retail & Ecommerce

11.3.1 Market Estimates & Forecast, 2023–2030

11.3.2 Market Estimates & Forecast, by Region, 2023–2030

11.4 Telecommunication and IT

11.4.1 Market Estimates & Forecast, 2023–2030

11.4.2 Market Estimates & Forecast, by Region, 2023–2030

11.5 Healthcare and Life Sciences

11.5.1 Market Estimates & Forecast, 2023–2030

11.5.2 Market Estimates & Forecast, by Region, 2023–2030

11.6 Manufacturing and Automotive

11.6.1 Market Estimates & Forecast, 2023–2030

11.6.2 Market Estimates & Forecast, by Region, 2023–2030

11.7 Government and Public Sector

11.7.1 Market Estimates & Forecast, 2023–2030

11.7.2 Market Estimates & Forecast, by Region, 2023–2030

11.8 Travel and Hospitality

11.8.1 Market Estimates & Forecast, 2023–2030

11.8.2 Market Estimates & Forecast, by Region, 2023–2030

11.9 Media and Entertainment

11.9.1 Market Estimates & Forecast, 2023–2030

11.9.2 Market Estimates & Forecast, by Region, 2023–2030

11.10 Others

11.10.1 Market Estimates & Forecast, 2023–2030

11.10.2 Market Estimates & Forecast, by Region, 2023–2030

12. Global Data Warehouse as a Service Market, by Region

12.1 Introduction

12.2 North America

12.2.1 Market Estimates & Forecast, 2023–2030

12.2.2 Market Estimates & Forecast, by Usage, 2023–2030

12.2.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030

12.2.4 Market Estimates & Forecast, by Organization Size, 2023–2030

12.2.5 Market Estimates & Forecast, by Application, 2023–2030

12.2.6 Market Estimates & Forecast, by Vertical, 2023–2030

12.2.7 US

12.2.7.1 Market Estimates & Forecast, 2023–2030

12.2.7.2 Market Estimates & Forecast, by Usage, 2023–2030

12.2.7.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030

12.2.7.4 Market Estimates & Forecast, by Organization Size, 2023–2030

12.2.7.5 Market Estimates & Forecast, by Application, 2023–2030

12.2.7.6 Market Estimates & Forecast, by Vertical, 2023–2030

12.2.8 Canada

12.2.8.1 Market Estimates & Forecast, 2023–2030

12.2.8.2 Market Estimates & Forecast, by Usage, 2023–2030

12.2.8.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030

12.2.8.4 Market Estimates & Forecast, by Organization Size, 2023–2030

12.2.8.5 Market Estimates & Forecast, by Application, 2023–2030

12.2.8.6 Market Estimates & Forecast, by Vertical, 2023–2030

12.2.9 Mexico

12.2.9.1 Market Estimates & Forecast, 2023–2030

12.2.9.2 Market Estimates & Forecast, by Usage, 2023–2030

12.2.9.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030

12.2.9.4 Market Estimates & Forecast, by Organization Size, 2023–2030

12.2.9.5 Market Estimates & Forecast, by Application, 2023–2030

12.2.9.6 Market Estimates & Forecast, by Vertical, 2023–2030

12.3 Europe

12.3.1 Market Estimates & Forecast, 2023–2030

12.3.2 Market Estimates & Forecast, by Usage, 2023–2030

12.3.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030

12.3.4 Market Estimates & Forecast, by Organization Size, 2023–2030

12.3.5 Market Estimates & Forecast, by Application, 2023–2030

12.3.6 Market Estimates & Forecast, by Vertical, 2023–2030

12.3.7 Germany

12.3.7.1 Market Estimates & Forecast, 2023–2030

12.3.7.2 Market Estimates & Forecast, by Usage, 2023–2030

12.2.7.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030

12.2.7.4 Market Estimates & Forecast, by Organization Size, 2023–2030

12.2.7.5 Market Estimates & Forecast, by Application, 2023–2030

12.2.7.6 Market Estimates & Forecast, by Vertical, 2023–2030

12.3.8 France

12.3.8.1 Market Estimates & Forecast, 2023–2030

12.3.8.2 Market Estimates & Forecast, by Usage, 2023–2030

12.3.8.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030

12.3.8.4 Market Estimates & Forecast, by Organization Size, 2023–2030

12.3.8.5 Market Estimates & Forecast, by Application, 2023–2030

12.3.8.6 Market Estimates & Forecast, by Vertical, 2023–2030

12.3.9 UK

12.3.9.1 Market Estimates & Forecast, 2023–2030

12.3.9.2 Market Estimates & Forecast, by Usage, 2023–2030

12.3.9.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030

12.3.9.4 Market Estimates & Forecast, by Organization Size, 2023–2030

12.3.9.5 Market Estimates & Forecast, by Application, 2023–2030

12.3.9.6 Market Estimates & Forecast, by Vertical, 2023–2030

12.3.10 Rest of Europe

12.3.10.1 Market Estimates & Forecast, 2023–2030

12.3.10.2 Market Estimates & Forecast, by Usage, 2023–2030

12.3.10.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030

12.3.10.4 Market Estimates & Forecast, by Organization Size, 2023–2030

12.3.10.5 Market Estimates & Forecast, by Application, 2023–2030

12.3.10.6 Market Estimates & Forecast, by Vertical, 2023–2030

12.4 Asia-Pacific

12.4.1 Market Estimates & Forecast, 2023–2030

12.4.2 Market Estimates & Forecast, by Usage, 2023–2030

12.4.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030

12.4.4 Market Estimates & Forecast, by Organization Size, 2023–2030

12.4.5 Market Estimates & Forecast, by Application, 2023–2030

12.4.6 Market Estimates & Forecast, by Vertical, 2023–2030

12.4.7 China

12.4.7.1 Market Estimates & Forecast, 2023–2030

12.4.7.2 Market Estimates & Forecast, by Usage, 2023–2030

12.4.7.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030

12.4.7.4 Market Estimates & Forecast, by Organization Size, 2023–2030

12.4.7.5 Market Estimates & Forecast, by Application, 2023–2030

12.4.8.6 Market Estimates & Forecast, by Vertical, 2023–2030

12.4.8 India

12.4.8.1 Market Estimates & Forecast, 2023–2030

12.4.8.2 Market Estimates & Forecast, by Usage, 2023–2030

12.4.8.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030

12.4.8.4 Market Estimates & Forecast, by Organization Size, 2023–2030

12.4.8.5 Market Estimates & Forecast, by Application, 2023–2030

12.4.8.6 Market Estimates & Forecast, by Vertical, 2023–2030

12.4.9 Japan

12.4.9.1 Market Estimates & Forecast, 2023–2030

12.4.9.2 Market Estimates & Forecast, by Usage, 2023–2030

12.4.9.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030

12.4.9.4 Market Estimates & Forecast, by Organization Size, 2023–2030

12.4.9.5 Market Estimates & Forecast, by Application, 2023–2030

12.4.9.6 Market Estimates & Forecast, by Vertical, 2023–2030

12.4.10 Rest of Asia-Pacific

12.4.10.1 Market Estimates & Forecast, 2023–2030

12.4.10.2 Market Estimates & Forecast, by Usage, 2023–2030

12.4.10.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030

12.4.10.4 Market Estimates & Forecast, by Organization Size, 2023–2030

12.4.10.5 Market Estimates & Forecast, by Application, 2023–2030

12.4.10.6 Market Estimates & Forecast, by Vertical, 2023–2030

12.5 Rest of the World

12.5.1 Market Estimates & Forecast, 2023–2030

12.5.2 Market Estimates & Forecast, by Usage, 2023–2030

12.5.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030

12.5.4 Market Estimates & Forecast, by Organization Size, 2023–2030

12.5.5 Market Estimates & Forecast, by Application, 2023–2030

12.5.6 Market Estimates & Forecast, by Vertical, 2023–2030

12.5.7 Middle East & Africa

12.5.7.1 Market Estimates & Forecast, 2023–2030

12.5.7.2 Market Estimates & Forecast, by Usage, 2023–2030

12.5.7.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030

12.5.7.4 Market Estimates & Forecast, by Organization Size, 2023–2030

12.5.7.5 Market Estimates & Forecast, by Application, 2023–2030

12.5.7.6 Market Estimates & Forecast, by Vertical, 2023–2030

12.5.8 South America

12.5.8.1 Market Estimates & Forecast, 2023–2030

12.5.8.2 Market Estimates & Forecast, by Usage, 2023–2030

12.5.8.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030

12.5.8.4 Market Estimates & Forecast, by Organization Size, 2023–2030

12.5.8.5 Market Estimates & Forecast, by Application, 2023–2030

12.5.8.6 Market Estimates & Forecast, by Vertical, 2023–2030

13. Company Landscape

13.1 Competitive Overview

13.2 Competitor Dashboard

13.3 Major Growth Strategies in the Global Data Warehouse as a Service Market

13.4 Competitive Benchmarking

13.5 Market Share Analysis

13.6 XXXX: The leading player in terms of number of developments in the Global Data Warehouse as a Service Market

13.7 Key Developments & Growth Strategies

13.7.1 Product Launches/Service Deployment

13.7.2 Mergers & Acquisitions

13.7.3 Joint Ventures

13.7.4 Business Expansion

14. Company Profiles

14.1 Microsoft Corporation

14.1.1 Company Overview

14.1.2 Product/Business Segment Overview

14.1.3 Financial Updates

14.1.4 Key Developments

14.2 Amazon Web Services

14.2.1 Company Overview

14.2.2 Product/Business Segment Overview

14.2.3 Financial Updates

14.2.4 Key Developments

14.3 Oracle Corporation

14.3.1 Company Overview

14.3.2 Product/Business Segment Overview

14.3.3 Financial Updates

14.3.4 Key Developments

14.4 SAP SE

14.4.1 Company Overview

14.4.2 Product/Business Segment Overview

14.4.3 Financial Updates

14.4.4 Key Developments

14.5 Google

14.5.1 Company Overview

14.5.2 Product/Business Segment Overview

14.5.3 Financial Updates

14.5.4 Key Developments

14.6 IBM Corporation

14.6.1 Company Overview

14.6.2 Product/Business Segment Overview

14.6.3 Financial Updates

14.6.4 Key Developments

14.7 AtScale, Inc.

14.7.1 Company Overview

14.7.2 Product/Business Segment Overview

14.7.3 Financial Updates

14.7.4 Key Developments

14.8 Teradata Corporation

14.8.1 Company Overview

14.8.2 Product/Business Segment Overview

14.8.3 Financial Updates

14.8.4 Key Developments

14.9 Actian Corporation

14.9.1 Company Overview

14.9.2 Product/Business Segment Overview

14.9.3 Financial Updates

14.9.4 Key Developments

14.10 Hortonworks

14.10.1 Company Overview

14.10.2 Product/Business Segment Overview

14.10.3 Financial Updates

14.10.4 Key Developments

14.11 Veeva Systems Inc.

14.11.1 Company Overview

14.11.2 Product/Business Segment Overview

14.11.3 Financial Updates

14.11.4 Key Developments

14.12 Micro Focus

14.12.1 Company Overview

14.12.2 Product/Business Segment Overview

14.12.3 Financial Updates

14.12.4 Key Developments

14.13 MarkLogic Corporation

14.13.1 Company Overview

14.13.2 Product/Business Segment Overview

14.13.3 Financial Updates

14.13.4 Key Developments

14.14 Netavis Software GmbH

14.14.1 Company Overview

14.14.2 Product/Business Segment Overview

14.14.3 Financial Updates

14.14.4 Key Developments

14.15 Snowflake Inc.

14.15.1 Company Overview

14.15.2 Product/Business Segment Overview

14.15.3 Financial Updates

14.15.4 Key Developments

15 Conclusion

LIST OF TABLES

Table 1 Global Data Warehouse as a Service Market, by Region, 2023–2030

Table 2 North America: Data Warehouse as a Service Market, by Country, 2023–2030

Table 3 Europe: Data Warehouse as a Service Market, by Country, 2023–2030

Table 4 Asia-Pacific: Data Warehouse as a Service Market, by Country, 2023–2030

Table 5 Middle East & Africa: Data Warehouse as a Service Market, by Country, 2023–2030

Table 6 South America: Data Warehouse as a Service Market, by Country, 2023–2030

Table 7 Global Data Warehouse as a Service Usage Market, by Region, 2023–2030

Table 8 North America: Data Warehouse as a Service Usage Market, by Country, 2023–2030

Table 9 Europe: Data Warehouse as a Service Usage Market, by Country, 2023–2030

Table10 Asia-Pacific: Data Warehouse as a Service Usage Market, by Country, 2023–2030

Table11 Middle East & Africa: Data Warehouse as a Service Usage Market, by Country, 2023–2030

Table12 South America: Data Warehouse as a Service Usage Market, by Country, 2023–2030

Table13 Global Data Warehouse as a Service Deployment Mode Market, by Region, 2023–2030

Table14 North America: Data Warehouse as a Service Deployment Mode Market, by Country, 2023–2030

Table15 Europe: Data Warehouse as a Service Deployment Mode Market, by Country, 2023–2030

Table16 Asia-Pacific: Data Warehouse as a Service Deployment Mode Market, by Country, 2023–2030

Table17 Middle East & Africa: Data Warehouse as a Service Deployment Mode Market, by Country, 2023–2030

Table18 South America: Data Warehouse as a Service Deployment Mode Market, by Country, 2023–2030

Table19 Global Data Warehouse as a Service Vertical Market, by Region, 2023–2030

Table20 North America: Data Warehouse as a Service Vertical Market, by Country, 2023–2030

Table21 Europe: Data Warehouse as a Service Vertical Market, by Country, 2023–2030

Table22 Asia-Pacific: Data Warehouse as a Service Vertical Market, by Country, 2023–2030

Table23 Middle East & Africa: Data Warehouse as a Service Vertical Market, by Country, 2023–2030

Table24 South America: Data Warehouse as a Service Vertical Market, by Country, 2023–2030

Table25 Global Data Warehouse as a Service Usage Market, by Region, 2023–2030

Table26 Global Data Warehouse as a Service Deployment Type Market, by Region, 2023–2030

Table27 Global Data Warehouse as a Service Vertical Market, by Region, 2023–2030

Table28 North America: Data Warehouse as a Service Market, by Country

Table29 North America: Data Warehouse as a Service Market, by Usage

Table30 North America: Data Warehouse as a Service Market, by Deployment Type

Table31 North America: Data Warehouse as a Service Market, by Vertical

Table32 Europe: Data Warehouse as a Service Market, by Country

Table33 Europe: Data Warehouse as a Service Market, by Usage

Table34 Europe: Data Warehouse as a Service Market, by Deployment Type

Table 35 Europe: Data Warehouse as a Service Market, by Vertical

Table36 Asia-Pacific: Data Warehouse as a Service Market, by Country

Table37 Asia-Pacific: Data Warehouse as a Service Market, by Usage

Table38 Asia-Pacific: Data Warehouse as a Service Market, by Deployment Type

Table 39 Asia-Pacific: Data Warehouse as a Service Market, by Vertical

Table40 Middle East & Africa: Data Warehouse as a Service Market, by Country

Table41 Middle East & Africa: Data Warehouse as a Service Market, by Usage

Table42 Middle East & Africa: Data Warehouse as a Service Market, by Deployment Type

Table43 Middle East & Africa: Data Warehouse as a Service Market, by Vertical

Table44 South America: Data Warehouse as a Service Market, by Country

Table45 South America: Data Warehouse as a Service Market, by Usage

Table46 South America: Data Warehouse as a Service Market, by Deployment Type

Table47 South America: Data Warehouse as a Service Market, by Vertical

LIST OF FIGURES

FIGURE 1 Global Data Warehouse as a Service Market Segmentation

FIGURE 2 Forecast Methodology

FIGURE 3 Porter’s Five Forces Analysis of the Global Data Warehouse as a Service Market

FIGURE 4 Value Chain of the Global Data Warehouse as a Service Market

FIGURE 5 Share of the Global Data Warehouse as a Service Market, by Country, 2023 (in %)

FIGURE 6 Global Data Warehouse as a Service Market, 2023–2030

FIGURE 7 Sub-Segments of Usage

FIGURE 8 Global Data Warehouse as a Service Market Size, by Usage, 2023

FIGURE 9 Share of the Global Data Warehouse as a Service Market, by Usage, 2023–2030

FIGURE 10 Global Data Warehouse as a Service Market Size, by Deployment Type, 2023

FIGURE 11 Share of the Global Data Warehouse as a Service Market, by Deployment Type, 2023–2030

FIGURE 12 Global Data Warehouse as a Service Market Size, by Vertical, 2023–2030

FIGURE 13 Share of Global Data Warehouse as a Service Market, by Vertical, 2023–2030

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Research Methodology on Data Warehouse as a Service Market Β 


Research Design:


This project will employ an exploratory research approach to uncover insights concerning the global Data Warehouse as a Service (DWAAS) market. The research design embodies qualitative and quantitative research methodology, which will act in concert to develop a deep understanding of the market.


Quantitative Research Methodology:


The quantitative research methodology for this project will involve the procurement of secondary data sources pertaining to the market, as well as geographic regions of interest. The data will be sourced from relevant and reliable third-party organizations, such as the World Bank, International Monetary Fund (IMF), World Trade Organization (WTO) and other government bodies. Additionally, aggregate data from key industry players, such as IBM, Microsoft, Oracle, and other leading vendors will be collected. The gathered data will be analysed to uncover key insights about the dynamics and structure of the global DWAAS market in terms of value and volume over a specific period of time.


The study articulates the descriptive data with the help of graphical representations such as pie charts, histograms, bar charts, pictographs, etc. The overall market statistics are characterized by the facts and findings sourced from past trade analyses and events along with estimates for the forecast period 2023 to 2030.


Qualitative Research Methodology:


The qualitative research methodology for the project will involve in-depth interviews and focus group discussions with leading vendors in the DWAAS market to gain a comprehensive overview of the market’s overall development. The collected information is validated with primary interviews and surveys of key industry participants. The interviews and surveys were conducted with the help of digital tools such as emails and phone calls.


The collected information is further analyzed with the help of industry and market-specific software and tools to assess the impact of various factors on the global DWAAS market. Interviews with subject-matter experts and analysts with a background in the market were also used to assess the future trend of the market. Additionally, the collected information is further validated through a panel of industry peers.


Sampling Design:


A random sampling approach was used to identify interviewees for the study. The list of interviewees includes key stakeholders and industry experts from the DWAAS market involved in the entire value chain. This approach was taken to ensure a balanced participant pool representing the various segments of the global market.


The population size was 112 and the required sample size was 17 participants from the various market segments who agreed to take part and provided their consent, making the sample size sufficient for the study.Β 


Data Analysis Methodology:


The collected qualitative data is coded for better analysis. The coding process follows a validated move pattern that covers all the information received from the interviewees. This helps in better separation of the relevant information without any bias and in a systematic way.


The analysis was conducted by using the thematic analysis approach and is a crucial step in determining the market dynamics and implications of future changes. The analysis included analytical statements combined with interpretive tools to provide insights into the market.


The collected data is further analyzed using statistical techniques such as frequency analysis, regression technique, linear logistic regression, factor analysis, and cluster analysis. The analysis was performed using the appropriate statistical software such as SPSS, SAS, and Stata to provide the best information.

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