Railway Telematics Market
Railway Telematics Market Forecasts to 2028 - Global Analysis By Solution (Railcar Tracking and Tracing, Remote Data Access, Shock Detection, Automatic Stock Control, Fleet Management and Other Solutions), Component Type (Sensors, Telematics Control Unit and Other Component Types), Railcar and By Geography
|
Years Covered |
2020-2028 |
|
Estimated Year Value (2022) |
US $5.5BN |
|
Projected Year Value (2028) |
US $9.6BN |
|
CAGR (2022 - 2028) |
9.7% |
|
Regions Covered |
North America, Europe, Asia Pacific, South America, and Middle East & Africa |
|
Countries Covered |
US, Canada, Mexico, Germany, UK, Italy, France, Spain, Japan, China, India, Australia, New Zealand, South Korea, Rest of Asia Pacific, South America, Argentina, Brazil, Chile, Middle East & Africa, Saudi Arabia, UAE, Qatar, and South Africa |
|
Largest Market |
Asia Pacific |
|
Highest Growing Market |
Europe |
According to Stratistics MRC, the Global Railway Telematics Market is accounted for $5.5 billion in 2022 and is expected to reach $9.6 billion by 2028 growing at a CAGR of 9.7% during the forecast period. Telematics is the procedure of using a global positioning system (GPS) and on-board diagnostics devices to track a vehicle's location and movement. It is possible to record the speed and internal behaviour of automobiles using GPS and diagnostics systems. Railway telematics refer to the use of telematics systems in railways by train operator companies, insurance companies, and other service providers. By using communication-enabled devices, telematics systems can store, receive, and send information, which can be used to control remote objects and manage resources.
Market Dynamics:
Driver:
Improved safety and efficiency in railway operations
The need for telematics in shipment and cargo transportation by rail has increased. The rail industry is undergoing continuous changes in terms of technology for higher efficiency and safety. Moreover, with the deployment of autonomous trains, it is easy to add a new train in the system or to remove a new train from the system without affecting the system and without waiting for train or staff availability. Thus, availability of trains during off peak and night hours is possible due to increase in flexibility. Thus, trains are more safe, secure, flexible, and efficient as compared to traditional manually operated trains, which drive the market growth.
Restraint:
High development cost
The telematics system also requires high maintenance and data collection platforms, which increases the expenditure. In the traditional method, the expenses are compensated either through tax payments in fuel or rubber or by budget allocations from the national income. High operational and maintenance costs post deployment are also significant concern for railway authorities. Moreover, the limited budget allocated for the railways are a restraining factor in the deployment of advanced railway technologies.
Opportunity:
Government initiatives for smart railways
Increasing urbanization across the globe is resulting in the evolution of smart cities. Governments around the world are undertaking various smart city initiatives to provide better transportation infrastructure and speeding-up operational activities in public transportation services. Transportation is considered one of the most important pillars of a country's economic development, and hence, these smart city initiatives are expected to drive market growth.
Threat:
High possibilities of hacking the system
Trains equipped with advanced system requires active internet to regulate its operations by transmitting and receiving signals with the control station. Hence, it is easy to hack the system if the loophole is discovered by a hacker, making the network vulnerable to attack. Although these attacks caused less damage to the entire system, the prevalence of such cyberattacks are becoming increasingly common, this restricts the growth of the market.
Covid-19 Impact
COVID-19 has presented the world with an unprecedented economic, humanitarian, and healthcare challenge. Rapid spread of the disease has led to a significant impact on the global transportation industry, with a downturn in need for using public transports. Moreover, the leaders in automated railways have registered a decrease in passenger commuting during the pandemic. Industry experts believe that post the pandemic, the need to commute from one place to another through railways will increase as this is considered as the cheapest mode of travelling across cities.
The sensors segment is expected to be the largest during the forecast period
The sensors segment is estimated to have a lucrative growth, due to the rapid increase in the demand for telematics solutions in industries such as BFSI and healthcare. A telematics control unit offers solution for two way control and following railcars. It additionally permits ongoing control and permeability of transport resources. The development can be credited to the eminent ascent in government drive and interest in the advancement of savvy rail route framework. Sensors assist in information assembling and observing, flagging, and rail following. The presentation of cutting edge control unit in railcars is estimated to benefit the segment growth.
The hopper segment is expected to have the highest CAGR during the forecast period
The hopper segment is anticipated to witness the fastest CAGR growth during the forecast period, due to the adoption of telematics technologies in freight logistics. Solutions such as motion detectors, GPS sensors, and shock detectors are also installed for such hoppers in order to facilitate the transportation of goods at their optimal quality. Additionally, based on the analysis of user requirements, the development of a reliable load sensing technology for freight cars has been launched. These advanced solutions are expected to support the growth of the railway telematics market.
Region with highest share:
Asia Pacific is projected to hold the largest market share during the forecast period owing to increased awareness about the driver safety and accident prevention. The development can be attributed to the expanding Gross Domestic Products of nations, the rising entrance of trend-setting innovations, consistent development, and the presence of a few arising economies in the region. Moreover, expanding mindfulness about driver security and the promising development of the coordination and cargo transportation businesses are stimulating the regional market growth.
Region with highest CAGR:
Europe is projected to have the highest CAGR over the forecast period, due to the availability of embedded OEM telematics solutions, advent of the 4G LTE technology and the adoption of the smart railcars. Robust economic growth and technology improvements have led to significant developments. The enhanced railway infrastructure and implementation of technologically advanced sensors in railway telematics are expected to improve the growth of the market.
Key players in the market
Some of the key players profiled in the Railway Telematics Market include Hitachi Ltd., Alstom, Siemens AG, Cando Rail and Terminals, Robert Bosch, Orbcomm, Intrex Telematics, Intermodal Telematics, Railnova, Trinity Industries, Savvy Telematics, Norfolk Southern, Ermewa SA, Tech Mahindra Ltd, IBM Corporation, Cisco, Wabtec, J.M. Voith, Atos Corporation and Trimble.
Key Developments:
In January 2022, Italy-based Hitachi Rail made a strategic partnership with Netherlands-based Intermodal Telematics (IMT) to embed the company’s monitoring sensors into Hitachi Rail’s digital freight service.
In April 2021, Hitachi Rail announced the acquisition of the UK’s Perpetuum for enhancing the company’s digital rail maintenance activity. The company is expected to handle the maintenance for all rail original equipment manufacturers and operators across the rail market.
Solutions Covered:
• Railcar Tracking and Tracing
• Remote Data Access
• Shock Detection
• Automatic Stock Control
• Fleet Management
• Other Solutions
Component Types Covered:
• Sensors
• Telematics Control Unit
• Other Component Types
Railcars Covered:
• Well Cars
• Boxcars
• Hoppers
• Refrigerated Boxcars
• Tank Cars
• Other Railcars
Regions Covered:
• North America
o US
o Canada
o Mexico
• Europe
o Germany
o UK
o Italy
o France
o Spain
o Rest of Europe
• Asia Pacific
o Japan
o China
o India
o Australia
o New Zealand
o South Korea
o Rest of Asia Pacific
• South America
o Argentina
o Brazil
o Chile
o Rest of South America
• Middle East & Africa
o Saudi Arabia
o UAE
o Qatar
o South Africa
o Rest of Middle East & Africa
What our report offers:
- Market share assessments for the regional and country-level segments
- Strategic recommendations for the new entrants
- Covers Market data for the years 2020, 2021, 2022, 2025, and 2028
- Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
- Strategic recommendations in key business segments based on the market estimations
- Competitive landscaping mapping the key common trends
- Company profiling with detailed strategies, financials, and recent developments
- Supply chain trends mapping the latest technological advancements
Free Customization Offerings:
All the customers of this report will be entitled to receive one of the following free customization options:
• Company Profiling
o Comprehensive profiling of additional market players (up to 3)
o SWOT Analysis of key players (up to 3)
• Regional Segmentation
o Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
• Competitive Benchmarking
o Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances
Table of Contents
1 Executive Summary
2 Preface
2.1 Abstract
2.2 Stake Holders
2.3 Research Scope
2.4 Research Methodology
2.4.1 Data Mining
2.4.2 Data Analysis
2.4.3 Data Validation
2.4.4 Research Approach
2.5 Research Sources
2.5.1 Primary Research Sources
2.5.2 Secondary Research Sources
2.5.3 Assumptions
3 Market Trend Analysis
3.1 Introduction
3.2 Drivers
3.3 Restraints
3.4 Opportunities
3.5 Threats
3.6 Emerging Markets
3.7 Impact of Covid-19
4 Porters Five Force Analysis
4.1 Bargaining power of suppliers
4.2 Bargaining power of buyers
4.3 Threat of substitutes
4.4 Threat of new entrants
4.5 Competitive rivalry
5 Global Railway Telematics Market, By Solution
5.1 Introduction
5.2 Railcar Tracking and Tracing
5.3 Remote Data Access
5.4 Shock Detection
5.5 Automatic Stock Control
5.6 Fleet Management
5.7 Other Solutions
6 Global Railway Telematics Market, By Component Type
6.1 Introduction
6.2 Sensors
6.3 Telematics Control Unit
6.4 Other Component Types
7 Global Railway Telematics Market, By Railcar
7.1 Introduction
7.2 Well Cars
7.3 Boxcars
7.4 Hoppers
7.5 Refrigerated Boxcars
7.6 Tank Cars
7.7 Other Railcars
8 Global Railway Telematics Market, By Geography
8.1 Introduction
8.2 North America
8.2.1 US
8.2.2 Canada
8.2.3 Mexico
8.3 Europe
8.3.1 Germany
8.3.2 UK
8.3.3 Italy
8.3.4 France
8.3.5 Spain
8.3.6 Rest of Europe
8.4 Asia Pacific
8.4.1 Japan
8.4.2 China
8.4.3 India
8.4.4 Australia
8.4.5 New Zealand
8.4.6 South Korea
8.4.7 Rest of Asia Pacific
8.5 South America
8.5.1 Argentina
8.5.2 Brazil
8.5.3 Chile
8.5.4 Rest of South America
8.6 Middle East & Africa
8.6.1 Saudi Arabia
8.6.2 UAE
8.6.3 Qatar
8.6.4 South Africa
8.6.5 Rest of Middle East & Africa
9 Key Developments
9.1 Agreements, Partnerships, Collaborations and Joint Ventures
9.2 Acquisitions & Mergers
9.3 New Product Launch
9.4 Expansions
9.5 Other Key Strategies
10 Company Profiling
10.1 Hitachi Ltd.
10.2 Alstom
10.3 Siemens AG
10.4 Cando Rail and Terminals
10.5 Robert Bosch
10.6 Orbcomm
10.7 Intrex Telematics
10.8 Intermodal Telematics
10.9 Railnova
10.10 Trinity Industries
10.11 Savvy Telematics
10.12 Norfolk Southern
10.13 Ermewa SA
10.14 Tech Mahindra Ltd
10.15 IBM Corporation
10.16 Cisco
10.17 Wabtec
10.18 J.M. Voith
10.19 Atos Corporation
10.20 Trimble
List of Tables
1 Global Railway Telematics Market Outlook, By Region (2020-2028) ($MN)
2 Global Railway Telematics Market Outlook, By Solution (2020-2028) ($MN)
3 Global Railway Telematics Market Outlook, By Railcar Tracking and Tracing (2020-2028) ($MN)
4 Global Railway Telematics Market Outlook, By Remote Data Access (2020-2028) ($MN)
5 Global Railway Telematics Market Outlook, By Shock Detection (2020-2028) ($MN)
6 Global Railway Telematics Market Outlook, By Automatic Stock Control (2020-2028) ($MN)
7 Global Railway Telematics Market Outlook, By Fleet Management (2020-2028) ($MN)
8 Global Railway Telematics Market Outlook, By Other Solutions (2020-2028) ($MN)
9 Global Railway Telematics Market Outlook, By Component Type (2020-2028) ($MN)
10 Global Railway Telematics Market Outlook, By Sensors (2020-2028) ($MN)
11 Global Railway Telematics Market Outlook, By Telematics Control Unit (2020-2028) ($MN)
12 Global Railway Telematics Market Outlook, By Other Component Types (2020-2028) ($MN)
13 Global Railway Telematics Market Outlook, By Railcar (2020-2028) ($MN)
14 Global Railway Telematics Market Outlook, By Well Cars (2020-2028) ($MN)
15 Global Railway Telematics Market Outlook, By Boxcars (2020-2028) ($MN)
16 Global Railway Telematics Market Outlook, By Hoppers (2020-2028) ($MN)
17 Global Railway Telematics Market Outlook, By Refrigerated Boxcars (2020-2028) ($MN)
18 Global Railway Telematics Market Outlook, By Tank Cars (2020-2028) ($MN)
19 Global Railway Telematics Market Outlook, By Other Railcars (2020-2028) ($MN)
20 North America Railway Telematics Market Outlook, By Country (2020-2028) ($MN)
21 North America Railway Telematics Market Outlook, By Solution (2020-2028) ($MN)
22 North America Railway Telematics Market Outlook, By Railcar Tracking and Tracing (2020-2028) ($MN)
23 North America Railway Telematics Market Outlook, By Remote Data Access (2020-2028) ($MN)
24 North America Railway Telematics Market Outlook, By Shock Detection (2020-2028) ($MN)
25 North America Railway Telematics Market Outlook, By Automatic Stock Control (2020-2028) ($MN)
26 North America Railway Telematics Market Outlook, By Fleet Management (2020-2028) ($MN)
27 North America Railway Telematics Market Outlook, By Other Solutions (2020-2028) ($MN)
28 North America Railway Telematics Market Outlook, By Component Type (2020-2028) ($MN)
29 North America Railway Telematics Market Outlook, By Sensors (2020-2028) ($MN)
30 North America Railway Telematics Market Outlook, By Telematics Control Unit (2020-2028) ($MN)
31 North America Railway Telematics Market Outlook, By Other Component Types (2020-2028) ($MN)
32 North America Railway Telematics Market Outlook, By Railcar (2020-2028) ($MN)
33 North America Railway Telematics Market Outlook, By Well Cars (2020-2028) ($MN)
34 North America Railway Telematics Market Outlook, By Boxcars (2020-2028) ($MN)
35 North America Railway Telematics Market Outlook, By Hoppers (2020-2028) ($MN)
36 North America Railway Telematics Market Outlook, By Refrigerated Boxcars (2020-2028) ($MN)
37 North America Railway Telematics Market Outlook, By Tank Cars (2020-2028) ($MN)
38 North America Railway Telematics Market Outlook, By Other Railcars (2020-2028) ($MN)
39 Europe Railway Telematics Market Outlook, By Country (2020-2028) ($MN)
40 Europe Railway Telematics Market Outlook, By Solution (2020-2028) ($MN)
41 Europe Railway Telematics Market Outlook, By Railcar Tracking and Tracing (2020-2028) ($MN)
42 Europe Railway Telematics Market Outlook, By Remote Data Access (2020-2028) ($MN)
43 Europe Railway Telematics Market Outlook, By Shock Detection (2020-2028) ($MN)
44 Europe Railway Telematics Market Outlook, By Automatic Stock Control (2020-2028) ($MN)
45 Europe Railway Telematics Market Outlook, By Fleet Management (2020-2028) ($MN)
46 Europe Railway Telematics Market Outlook, By Other Solutions (2020-2028) ($MN)
47 Europe Railway Telematics Market Outlook, By Component Type (2020-2028) ($MN)
48 Europe Railway Telematics Market Outlook, By Sensors (2020-2028) ($MN)
49 Europe Railway Telematics Market Outlook, By Telematics Control Unit (2020-2028) ($MN)
50 Europe Railway Telematics Market Outlook, By Other Component Types (2020-2028) ($MN)
51 Europe Railway Telematics Market Outlook, By Railcar (2020-2028) ($MN)
52 Europe Railway Telematics Market Outlook, By Well Cars (2020-2028) ($MN)
53 Europe Railway Telematics Market Outlook, By Boxcars (2020-2028) ($MN)
54 Europe Railway Telematics Market Outlook, By Hoppers (2020-2028) ($MN)
55 Europe Railway Telematics Market Outlook, By Refrigerated Boxcars (2020-2028) ($MN)
56 Europe Railway Telematics Market Outlook, By Tank Cars (2020-2028) ($MN)
57 Europe Railway Telematics Market Outlook, By Other Railcars (2020-2028) ($MN)
58 Asia Pacific Railway Telematics Market Outlook, By Country (2020-2028) ($MN)
59 Asia Pacific Railway Telematics Market Outlook, By Solution (2020-2028) ($MN)
60 Asia Pacific Railway Telematics Market Outlook, By Railcar Tracking and Tracing (2020-2028) ($MN)
61 Asia Pacific Railway Telematics Market Outlook, By Remote Data Access (2020-2028) ($MN)
62 Asia Pacific Railway Telematics Market Outlook, By Shock Detection (2020-2028) ($MN)
63 Asia Pacific Railway Telematics Market Outlook, By Automatic Stock Control (2020-2028) ($MN)
64 Asia Pacific Railway Telematics Market Outlook, By Fleet Management (2020-2028) ($MN)
65 Asia Pacific Railway Telematics Market Outlook, By Other Solutions (2020-2028) ($MN)
66 Asia Pacific Railway Telematics Market Outlook, By Component Type (2020-2028) ($MN)
67 Asia Pacific Railway Telematics Market Outlook, By Sensors (2020-2028) ($MN)
68 Asia Pacific Railway Telematics Market Outlook, By Telematics Control Unit (2020-2028) ($MN)
69 Asia Pacific Railway Telematics Market Outlook, By Other Component Types (2020-2028) ($MN)
70 Asia Pacific Railway Telematics Market Outlook, By Railcar (2020-2028) ($MN)
71 Asia Pacific Railway Telematics Market Outlook, By Well Cars (2020-2028) ($MN)
72 Asia Pacific Railway Telematics Market Outlook, By Boxcars (2020-2028) ($MN)
73 Asia Pacific Railway Telematics Market Outlook, By Hoppers (2020-2028) ($MN)
74 Asia Pacific Railway Telematics Market Outlook, By Refrigerated Boxcars (2020-2028) ($MN)
75 Asia Pacific Railway Telematics Market Outlook, By Tank Cars (2020-2028) ($MN)
76 Asia Pacific Railway Telematics Market Outlook, By Other Railcars (2020-2028) ($MN)
77 South America Railway Telematics Market Outlook, By Country (2020-2028) ($MN)
78 South America Railway Telematics Market Outlook, By Solution (2020-2028) ($MN)
79 South America Railway Telematics Market Outlook, By Railcar Tracking and Tracing (2020-2028) ($MN)
80 South America Railway Telematics Market Outlook, By Remote Data Access (2020-2028) ($MN)
81 South America Railway Telematics Market Outlook, By Shock Detection (2020-2028) ($MN)
82 South America Railway Telematics Market Outlook, By Automatic Stock Control (2020-2028) ($MN)
83 South America Railway Telematics Market Outlook, By Fleet Management (2020-2028) ($MN)
84 South America Railway Telematics Market Outlook, By Other Solutions (2020-2028) ($MN)
85 South America Railway Telematics Market Outlook, By Component Type (2020-2028) ($MN)
86 South America Railway Telematics Market Outlook, By Sensors (2020-2028) ($MN)
87 South America Railway Telematics Market Outlook, By Telematics Control Unit (2020-2028) ($MN)
88 South America Railway Telematics Market Outlook, By Other Component Types (2020-2028) ($MN)
89 South America Railway Telematics Market Outlook, By Railcar (2020-2028) ($MN)
90 South America Railway Telematics Market Outlook, By Well Cars (2020-2028) ($MN)
91 South America Railway Telematics Market Outlook, By Boxcars (2020-2028) ($MN)
92 South America Railway Telematics Market Outlook, By Hoppers (2020-2028) ($MN)
93 South America Railway Telematics Market Outlook, By Refrigerated Boxcars (2020-2028) ($MN)
94 South America Railway Telematics Market Outlook, By Tank Cars (2020-2028) ($MN)
95 South America Railway Telematics Market Outlook, By Other Railcars (2020-2028) ($MN)
96 Middle East & Africa Railway Telematics Market Outlook, By Country (2020-2028) ($MN)
97 Middle East & Africa Railway Telematics Market Outlook, By Solution (2020-2028) ($MN)
98 Middle East & Africa Railway Telematics Market Outlook, By Railcar Tracking and Tracing (2020-2028) ($MN)
99 Middle East & Africa Railway Telematics Market Outlook, By Remote Data Access (2020-2028) ($MN)
100 Middle East & Africa Railway Telematics Market Outlook, By Shock Detection (2020-2028) ($MN)
101 Middle East & Africa Railway Telematics Market Outlook, By Automatic Stock Control (2020-2028) ($MN)
102 Middle East & Africa Railway Telematics Market Outlook, By Fleet Management (2020-2028) ($MN)
103 Middle East & Africa Railway Telematics Market Outlook, By Other Solutions (2020-2028) ($MN)
104 Middle East & Africa Railway Telematics Market Outlook, By Component Type (2020-2028) ($MN)
105 Middle East & Africa Railway Telematics Market Outlook, By Sensors (2020-2028) ($MN)
106 Middle East & Africa Railway Telematics Market Outlook, By Telematics Control Unit (2020-2028) ($MN)
107 Middle East & Africa Railway Telematics Market Outlook, By Other Component Types (2020-2028) ($MN)
108 Middle East & Africa Railway Telematics Market Outlook, By Railcar (2020-2028) ($MN)
109 Middle East & Africa Railway Telematics Market Outlook, By Well Cars (2020-2028) ($MN)
110 Middle East & Africa Railway Telematics Market Outlook, By Boxcars (2020-2028) ($MN)
111 Middle East & Africa Railway Telematics Market Outlook, By Hoppers (2020-2028) ($MN)
112 Middle East & Africa Railway Telematics Market Outlook, By Refrigerated Boxcars (2020-2028) ($MN)
113 Middle East & Africa Railway Telematics Market Outlook, By Tank Cars (2020-2028) ($MN)
114 Middle East & Africa Railway Telematics Market Outlook, By Other Railcars (2020-2028) ($MN)
List of Figures
RESEARCH METHODOLOGY
We at ‘Stratistics’ opt for an extensive research approach which involves data mining, data validation, and data analysis. The various research sources include in-house repository, secondary research, competitor’s sources, social media research, client internal data, and primary research.
Our team of analysts prefers the most reliable and authenticated data sources in order to perform the comprehensive literature search. With access to most of the authenticated data bases our team highly considers the best mix of information through various sources to obtain extensive and accurate analysis.
Each report takes an average time of a month and a team of 4 industry analysts. The time may vary depending on the scope and data availability of the desired market report. The various parameters used in the market assessment are standardized in order to enhance the data accuracy.
Data Mining
The data is collected from several authenticated, reliable, paid and unpaid sources and is filtered depending on the scope & objective of the research. Our reports repository acts as an added advantage in this procedure. Data gathering from the raw material suppliers, distributors and the manufacturers is performed on a regular basis, this helps in the comprehensive understanding of the products value chain. Apart from the above mentioned sources the data is also collected from the industry consultants to ensure the objective of the study is in the right direction.
Market trends such as technological advancements, regulatory affairs, market dynamics (Drivers, Restraints, Opportunities and Challenges) are obtained from scientific journals, market related national & international associations and organizations.
Data Analysis
From the data that is collected depending on the scope & objective of the research the data is subjected for the analysis. The critical steps that we follow for the data analysis include:
- Product Lifecycle Analysis
- Competitor analysis
- Risk analysis
- Porters Analysis
- PESTEL Analysis
- SWOT Analysis
The data engineering is performed by the core industry experts considering both the Marketing Mix Modeling and the Demand Forecasting. The marketing mix modeling makes use of multiple-regression techniques to predict the optimal mix of marketing variables. Regression factor is based on a number of variables and how they relate to an outcome such as sales or profits.
Data Validation
The data validation is performed by the exhaustive primary research from the expert interviews. This includes telephonic interviews, focus groups, face to face interviews, and questionnaires to validate our research from all aspects. The industry experts we approach come from the leading firms, involved in the supply chain ranging from the suppliers, distributors to the manufacturers and consumers so as to ensure an unbiased analysis.
We are in touch with more than 15,000 industry experts with the right mix of consultants, CEO's, presidents, vice presidents, managers, experts from both supply side and demand side, executives and so on.
The data validation involves the primary research from the industry experts belonging to:
- Leading Companies
- Suppliers & Distributors
- Manufacturers
- Consumers
- Industry/Strategic Consultants
Apart from the data validation the primary research also helps in performing the fill gap research, i.e. providing solutions for the unmet needs of the research which helps in enhancing the reports quality.
For more details about research methodology, kindly write to us at info@strategymrc.com
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