
Automatic Train Control Market
Automatic Train Control Market Forecasts to 2030 - Global Analysis By Automation Type (GoA 1, GoA 2, GoA 3 and GoA 4), Train Type (Mainline and Urban), Technology (Communication Based Train Control (CBTC), Automatic Train Control (ATC) and Positive Train Control (PTC)), Service and By Geography

According to Stratistics MRC, the Global Automatic train control Market is accounted for $3.92 billion in 2023 and is expected to reach $8.85 billion by 2030 growing at a CAGR of 12.3% during the forecast period. Train protection systems for railways that contain a speed control mechanism in response to external inputs are collectively referred to as automatic train control (ATC). ATC systems frequently integrate many cab signalling techniques and use finer-grained deceleration patterns as opposed to the rigid stops seen by the earlier automatic train stop technique. ATO, which can be used in conjunction with ATC, is typically regarded as the system component that requires the greatest level of safety.
According to the Association of American Rail Roads, accidents caused by human factors form the biggest category of train accidents, accounting for 38%, in addition to the registered 937 rail fatalities in the United States in 2019, according to the US Department of Transportation.
Market Dynamics:
Driver:
Increasing rail signalling solution standardization
One of the most significant developments influencing the market at the moment is the increasing standardization of rail signaling solutions. Standards-based global architectures that provide a common, dependable foundation for local solution development, as well as the interoperability necessary to satisfy local safety requirements, can be improved by suppliers thanks to standardization. Furthermore, the Sonoma-Marin Area's rail lines are being expanded as a priority for the U.S. Department of Transportation (USDOT). Due to a Chinese company negotiating two rail contracts with Brazil to build two expensive railway-related infrastructure projects in eastern Brazil's Bahia state, China is anticipated to generate a lucrative potential for the ATC market.
Restraint:
High maintenance and infrastructure costs
Track, engineering buildings like bridges and tunnels, train signaling, communication systems, power supply in electrified portions, and terminal facilities all have significant construction and maintenance costs. The rolling stock market is constrained by these infrastructure expenditures as well as the costs related to equipment, site acquisition, and finance.
Opportunity:
Increasing electrification in the transportation industry
The market for autonomous trains is projected to experience significant expansion as a result of rising electrification in the transportation industry. The development of the internet of things (IoT) in the transportation sector is a key market driver for autonomous trains. For instance, German Rail Corporation and Siemens Mobility created the first autonomous train for rail traffic. The train is totally automated and operated by digital technologies. The train's driver stays on board to oversee the passengers' travels.
Threat:
Interoperability issues
The train control and management system's interoperability make it easier for trains from various locations to communicate with one another. Different technical requirements for rail infrastructure have been set forth by each national rail network. Different countries have different gauge widths, electrification requirements, and safety and signaling systems. The expense of running trains across nations is increased by the various technical requirements.
Covid-19 Impact:
The COVID-19 epidemic has had a negative impact on the railroad sector. Due to the epidemic, major railway projects were put on hold, which will probably present a problem for the market for autonomous trains. The epidemic led to a significant increase in personal transportation. The market for trains is anticipated to expand as a result of the growing worries about pollution and the demand for using public transit and carpooling.
The mainline segment is expected to be the largest during the forecast period
The mainline segment is estimated to have a lucrative growth, due to the majority of mainline train lines are lengthy ones that pass through nearly every intersection in the nation. These trains were specifically created for lengthy trips. Mainline trains are eventually also built with cutting-edge technology. ATC is used by the majority of railway operators for mainline trains since it helps prevent collisions and preserve train routes. For instance, in 2018, Siemens, Network Rail, and Govia Thameslink Railway introduced ATO systems in the European Train Control System (ETCS), which is used on the mainline railway for passenger services. Govia Thameslink Railway was able to effectively handle passenger rail as a result.
The support & maintenance segment is expected to have the highest CAGR during the forecast period
The support & maintenance segment is anticipated to witness the highest CAGR growth during the forecast period due to organizational environments are extremely complex, requiring a number of interconnected IT systems to carry out daily tasks. Therefore, enterprises must update their ATC systems in order to improve train operations. The deployed ATC system within the enterprise's infrastructure is assisted by the support and maintenance services. Included in the support and maintenance services are round-the-clock troubleshooting assistance, an upgrade of the current ATC solution, proactive services, technical support from technicians, problem-solving, repairing, and test scenario management. Along with site audits and training, the support and maintenance sector offer 24/7 assistance for ATC solutions.
Region with largest share:
North America is projected to hold the largest market share during the forecast period owing to the region's early adoption of technologies and the globalization of shared services are two primary factors in its significant market dominance. This region's strong financial standing enables its nations to make significant investments in cutting-edge ATC products and technology. The increasing number of projects aimed at creating and upgrading freight infrastructure as well as high-speed rail lines are the main growth drivers for this region. Additionally, passenger and significant freight railways were obliged to deploy Positive Train Control (PTC) on the majority of main track lines by December 31, 2016, as a result of the Rail Safety Improvement Act of 2008 and the related regulations established by the Federal Railroad Administration (FRA).
Region with highest CAGR:
Asia-Pacific is projected to have the highest CAGR over the forecast period; owing to its extensive rail infrastructure, The market for autonomous trains is projected to experience significant expansion as a result of the region's governments, notably those of China, India, and Japan, increasing their investments in the development of rail infrastructure. The market is also experiencing significant expansion as metro travel becomes more and more popular in India as a form of public transportation. As a result, the railway network has a huge impact on the economic growth of Asia-Pacific nations.
Key players in the market
Some of the key players in Automatic Train Control market include Cisco, Hitachi, Toshiba, Thales, Tech Mahindra, General Electric, Advantech, Kyosan Electric Mfg. Co., Ltd, MERMEC Inc, MIPRO Electronics, ADLINK Technology Inc, Bombardier, Alstom, Kyosan, Véhicule Automatique Léger, SelTrac and WSP
Key Developments:
In August 2021, Hitachi Rail STS (Ansaldo) entered an agreement with the Thales Group to acquire the Ground Transportation System business of the Thales Group company. As a result of this agreement, Hitachi Rail is expected to drive growth by expanding the scale of its rail signaling systems business and further advancing its rail automation systems business globally.
In March 2021, Mitsubishi Heavy Industries Engineering Ltd (MHI-ENG) and KEOLIS SA announced that they formed a consortium (“the Consortium”) and signed a 15-year contract to operate and maintain Dubai’s world-class driverless metro in Dubai and tram networks with the Roads & Transport Authority of Dubai (”RTA”).
Automation Types Covered:
• GoA 1
• GoA 2
• GoA 3
• GoA 4
Train Types Covered:
• Mainline
• Urban
Technologies Covered:
• Communication Based Train Control (CBTC)
• Automatic Train Control (ATC)
• Positive Train Control (PTC)
Services Covered:
• Integration & Deployment
• Consulting
• Support & Maintenance
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 2021, 2022, 2023, 2026, and 2030
- 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
oBenchmarking 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 Technology Analysis
3.7 Emerging Markets
3.8 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 Automatic Train Control Market, By Automation Type
5.1 Introduction
5.2 GoA 1
5.3 GoA 2
5.4 GoA 3
5.5 GoA 4
6 Global Automatic Train Control Market, By Train Type
6.1 Introduction
6.2 Mainline
6.2.1 Passenger Train
6.2.2 Freight Train
6.3 Urban
6.3.1 Metro Train
6.3.2 Tigh-Speed Train
7 Global Automatic Train Control Market, By Technology
7.1 Introduction
7.2 Communication Based Train Control (CBTC)
7.3 Automatic Train Control (ATC)
7.4 Positive Train Control (PTC)
8 Global Automatic Train Control Market, By Service
8.1 Introduction
8.2 Integration & Deployment
8.3 Consulting
8.4 Support & Maintenance
9 Global Automatic Train Control Market, By Geography
9.1 Introduction
9.2 North America
9.2.1 US
9.2.2 Canada
9.2.3 Mexico
9.3 Europe
9.3.1 Germany
9.3.2 UK
9.3.3 Italy
9.3.4 France
9.3.5 Spain
9.3.6 Rest of Europe
9.4 Asia Pacific
9.4.1 Japan
9.4.2 China
9.4.3 India
9.4.4 Australia
9.4.5 New Zealand
9.4.6 South Korea
9.4.7 Rest of Asia Pacific
9.5 South America
9.5.1 Argentina
9.5.2 Brazil
9.5.3 Chile
9.5.4 Rest of South America
9.6 Middle East & Africa
9.6.1 Saudi Arabia
9.6.2 UAE
9.6.3 Qatar
9.6.4 South Africa
9.6.5 Rest of Middle East & Africa
10 Key Developments
10.1 Agreements, Partnerships, Collaborations and Joint Ventures
10.2 Acquisitions & Mergers
10.3 New Product Launch
10.4 Expansions
10.5 Other Key Strategies
11 Company Profiling
11.1 Siemens
11.2 Cisco
11.3 Hitachi
11.4 Toshiba
11.5 Thales
11.6 Tech Mahindra
11.7 General Electric
11.8 Advantech
11.9 Kyosan Electric Mfg. Co., Ltd
11.10 MERMEC Inc
11.11 MIPRO Electronics
11.12 ADLINK Technology Inc
11.13 Bombardier
11.14 Alstom
11.15 Kyosan
11.16 Véhicule Automatique Léger
11.17 SelTrac
11.18 WSP
List of Tables
1 Global Automatic Train Control Market Outlook, By Region (2021-2030) ($MN)
2 Global Automatic Train Control Market Outlook, By Automation Type (2021-2030) ($MN)
3 Global Automatic Train Control Market Outlook, By GoA 1 (2021-2030) ($MN)
4 Global Automatic Train Control Market Outlook, By GoA 2 (2021-2030) ($MN)
5 Global Automatic Train Control Market Outlook, By GoA 3 (2021-2030) ($MN)
6 Global Automatic Train Control Market Outlook, By GoA 4 (2021-2030) ($MN)
7 Global Automatic Train Control Market Outlook, By Train Type (2021-2030) ($MN)
8 Global Automatic Train Control Market Outlook, By Mainline (2021-2030) ($MN)
9 Global Automatic Train Control Market Outlook, By Passenger Train (2021-2030) ($MN)
10 Global Automatic Train Control Market Outlook, By Freight Train (2021-2030) ($MN)
11 Global Automatic Train Control Market Outlook, By Urban (2021-2030) ($MN)
12 Global Automatic Train Control Market Outlook, By Metro Train (2021-2030) ($MN)
13 Global Automatic Train Control Market Outlook, By Tigh-Speed Train (2021-2030) ($MN)
14 Global Automatic Train Control Market Outlook, By Technology (2021-2030) ($MN)
15 Global Automatic Train Control Market Outlook, By Communication Based Train Control (CBTC) (2021-2030) ($MN)
16 Global Automatic Train Control Market Outlook, By Automatic Train Control (ATC) (2021-2030) ($MN)
17 Global Automatic Train Control Market Outlook, By Positive Train Control (PTC) (2021-2030) ($MN)
18 Global Automatic Train Control Market Outlook, By Service (2021-2030) ($MN)
19 Global Automatic Train Control Market Outlook, By Integration & Deployment (2021-2030) ($MN)
20 Global Automatic Train Control Market Outlook, By Consulting (2021-2030) ($MN)
21 Global Automatic Train Control Market Outlook, By Support & Maintenance (2021-2030) ($MN)
22 North America Automatic Train Control Market Outlook, By Country (2021-2030) ($MN)
23 North America Automatic Train Control Market Outlook, By Automation Type (2021-2030) ($MN)
24 North America Automatic Train Control Market Outlook, By GoA 1 (2021-2030) ($MN)
25 North America Automatic Train Control Market Outlook, By GoA 2 (2021-2030) ($MN)
26 North America Automatic Train Control Market Outlook, By GoA 3 (2021-2030) ($MN)
27 North America Automatic Train Control Market Outlook, By GoA 4 (2021-2030) ($MN)
28 North America Automatic Train Control Market Outlook, By Train Type (2021-2030) ($MN)
29 North America Automatic Train Control Market Outlook, By Mainline (2021-2030) ($MN)
30 North America Automatic Train Control Market Outlook, By Passenger Train (2021-2030) ($MN)
31 North America Automatic Train Control Market Outlook, By Freight Train (2021-2030) ($MN)
32 North America Automatic Train Control Market Outlook, By Urban (2021-2030) ($MN)
33 North America Automatic Train Control Market Outlook, By Metro Train (2021-2030) ($MN)
34 North America Automatic Train Control Market Outlook, By Tigh-Speed Train (2021-2030) ($MN)
35 North America Automatic Train Control Market Outlook, By Technology (2021-2030) ($MN)
36 North America Automatic Train Control Market Outlook, By Communication Based Train Control (CBTC) (2021-2030) ($MN)
37 North America Automatic Train Control Market Outlook, By Automatic Train Control (ATC) (2021-2030) ($MN)
38 North America Automatic Train Control Market Outlook, By Positive Train Control (PTC) (2021-2030) ($MN)
39 North America Automatic Train Control Market Outlook, By Service (2021-2030) ($MN)
40 North America Automatic Train Control Market Outlook, By Integration & Deployment (2021-2030) ($MN)
41 North America Automatic Train Control Market Outlook, By Consulting (2021-2030) ($MN)
42 North America Automatic Train Control Market Outlook, By Support & Maintenance (2021-2030) ($MN)
43 Europe Automatic Train Control Market Outlook, By Country (2021-2030) ($MN)
44 Europe Automatic Train Control Market Outlook, By Automation Type (2021-2030) ($MN)
45 Europe Automatic Train Control Market Outlook, By GoA 1 (2021-2030) ($MN)
46 Europe Automatic Train Control Market Outlook, By GoA 2 (2021-2030) ($MN)
47 Europe Automatic Train Control Market Outlook, By GoA 3 (2021-2030) ($MN)
48 Europe Automatic Train Control Market Outlook, By GoA 4 (2021-2030) ($MN)
49 Europe Automatic Train Control Market Outlook, By Train Type (2021-2030) ($MN)
50 Europe Automatic Train Control Market Outlook, By Mainline (2021-2030) ($MN)
51 Europe Automatic Train Control Market Outlook, By Passenger Train (2021-2030) ($MN)
52 Europe Automatic Train Control Market Outlook, By Freight Train (2021-2030) ($MN)
53 Europe Automatic Train Control Market Outlook, By Urban (2021-2030) ($MN)
54 Europe Automatic Train Control Market Outlook, By Metro Train (2021-2030) ($MN)
55 Europe Automatic Train Control Market Outlook, By Tigh-Speed Train (2021-2030) ($MN)
56 Europe Automatic Train Control Market Outlook, By Technology (2021-2030) ($MN)
57 Europe Automatic Train Control Market Outlook, By Communication Based Train Control (CBTC) (2021-2030) ($MN)
58 Europe Automatic Train Control Market Outlook, By Automatic Train Control (ATC) (2021-2030) ($MN)
59 Europe Automatic Train Control Market Outlook, By Positive Train Control (PTC) (2021-2030) ($MN)
60 Europe Automatic Train Control Market Outlook, By Service (2021-2030) ($MN)
61 Europe Automatic Train Control Market Outlook, By Integration & Deployment (2021-2030) ($MN)
62 Europe Automatic Train Control Market Outlook, By Consulting (2021-2030) ($MN)
63 Europe Automatic Train Control Market Outlook, By Support & Maintenance (2021-2030) ($MN)
64 Asia Pacific Automatic Train Control Market Outlook, By Country (2021-2030) ($MN)
65 Asia Pacific Automatic Train Control Market Outlook, By Automation Type (2021-2030) ($MN)
66 Asia Pacific Automatic Train Control Market Outlook, By GoA 1 (2021-2030) ($MN)
67 Asia Pacific Automatic Train Control Market Outlook, By GoA 2 (2021-2030) ($MN)
68 Asia Pacific Automatic Train Control Market Outlook, By GoA 3 (2021-2030) ($MN)
69 Asia Pacific Automatic Train Control Market Outlook, By GoA 4 (2021-2030) ($MN)
70 Asia Pacific Automatic Train Control Market Outlook, By Train Type (2021-2030) ($MN)
71 Asia Pacific Automatic Train Control Market Outlook, By Mainline (2021-2030) ($MN)
72 Asia Pacific Automatic Train Control Market Outlook, By Passenger Train (2021-2030) ($MN)
73 Asia Pacific Automatic Train Control Market Outlook, By Freight Train (2021-2030) ($MN)
74 Asia Pacific Automatic Train Control Market Outlook, By Urban (2021-2030) ($MN)
75 Asia Pacific Automatic Train Control Market Outlook, By Metro Train (2021-2030) ($MN)
76 Asia Pacific Automatic Train Control Market Outlook, By Tigh-Speed Train (2021-2030) ($MN)
77 Asia Pacific Automatic Train Control Market Outlook, By Technology (2021-2030) ($MN)
78 Asia Pacific Automatic Train Control Market Outlook, By Communication Based Train Control (CBTC) (2021-2030) ($MN)
79 Asia Pacific Automatic Train Control Market Outlook, By Automatic Train Control (ATC) (2021-2030) ($MN)
80 Asia Pacific Automatic Train Control Market Outlook, By Positive Train Control (PTC) (2021-2030) ($MN)
81 Asia Pacific Automatic Train Control Market Outlook, By Service (2021-2030) ($MN)
82 Asia Pacific Automatic Train Control Market Outlook, By Integration & Deployment (2021-2030) ($MN)
83 Asia Pacific Automatic Train Control Market Outlook, By Consulting (2021-2030) ($MN)
84 Asia Pacific Automatic Train Control Market Outlook, By Support & Maintenance (2021-2030) ($MN)
85 South America Automatic Train Control Market Outlook, By Country (2021-2030) ($MN)
86 South America Automatic Train Control Market Outlook, By Automation Type (2021-2030) ($MN)
87 South America Automatic Train Control Market Outlook, By GoA 1 (2021-2030) ($MN)
88 South America Automatic Train Control Market Outlook, By GoA 2 (2021-2030) ($MN)
89 South America Automatic Train Control Market Outlook, By GoA 3 (2021-2030) ($MN)
90 South America Automatic Train Control Market Outlook, By GoA 4 (2021-2030) ($MN)
91 South America Automatic Train Control Market Outlook, By Train Type (2021-2030) ($MN)
92 South America Automatic Train Control Market Outlook, By Mainline (2021-2030) ($MN)
93 South America Automatic Train Control Market Outlook, By Passenger Train (2021-2030) ($MN)
94 South America Automatic Train Control Market Outlook, By Freight Train (2021-2030) ($MN)
95 South America Automatic Train Control Market Outlook, By Urban (2021-2030) ($MN)
96 South America Automatic Train Control Market Outlook, By Metro Train (2021-2030) ($MN)
97 South America Automatic Train Control Market Outlook, By Tigh-Speed Train (2021-2030) ($MN)
98 South America Automatic Train Control Market Outlook, By Technology (2021-2030) ($MN)
99 South America Automatic Train Control Market Outlook, By Communication Based Train Control (CBTC) (2021-2030) ($MN)
100 South America Automatic Train Control Market Outlook, By Automatic Train Control (ATC) (2021-2030) ($MN)
101 South America Automatic Train Control Market Outlook, By Positive Train Control (PTC) (2021-2030) ($MN)
102 South America Automatic Train Control Market Outlook, By Service (2021-2030) ($MN)
103 South America Automatic Train Control Market Outlook, By Integration & Deployment (2021-2030) ($MN)
104 South America Automatic Train Control Market Outlook, By Consulting (2021-2030) ($MN)
105 South America Automatic Train Control Market Outlook, By Support & Maintenance (2021-2030) ($MN)
106 Middle East & Africa Automatic Train Control Market Outlook, By Country (2021-2030) ($MN)
107 Middle East & Africa Automatic Train Control Market Outlook, By Automation Type (2021-2030) ($MN)
108 Middle East & Africa Automatic Train Control Market Outlook, By GoA 1 (2021-2030) ($MN)
109 Middle East & Africa Automatic Train Control Market Outlook, By GoA 2 (2021-2030) ($MN)
110 Middle East & Africa Automatic Train Control Market Outlook, By GoA 3 (2021-2030) ($MN)
111 Middle East & Africa Automatic Train Control Market Outlook, By GoA 4 (2021-2030) ($MN)
112 Middle East & Africa Automatic Train Control Market Outlook, By Train Type (2021-2030) ($MN)
113 Middle East & Africa Automatic Train Control Market Outlook, By Mainline (2021-2030) ($MN)
114 Middle East & Africa Automatic Train Control Market Outlook, By Passenger Train (2021-2030) ($MN)
115 Middle East & Africa Automatic Train Control Market Outlook, By Freight Train (2021-2030) ($MN)
116 Middle East & Africa Automatic Train Control Market Outlook, By Urban (2021-2030) ($MN)
117 Middle East & Africa Automatic Train Control Market Outlook, By Metro Train (2021-2030) ($MN)
118 Middle East & Africa Automatic Train Control Market Outlook, By Tigh-Speed Train (2021-2030) ($MN)
119 Middle East & Africa Automatic Train Control Market Outlook, By Technology (2021-2030) ($MN)
120 Middle East & Africa Automatic Train Control Market Outlook, By Communication Based Train Control (CBTC) (2021-2030) ($MN)
121 Middle East & Africa Automatic Train Control Market Outlook, By Automatic Train Control (ATC) (2021-2030) ($MN)
122 Middle East & Africa Automatic Train Control Market Outlook, By Positive Train Control (PTC) (2021-2030) ($MN)
123 Middle East & Africa Automatic Train Control Market Outlook, By Service (2021-2030) ($MN)
124 Middle East & Africa Automatic Train Control Market Outlook, By Integration & Deployment (2021-2030) ($MN)
125 Middle East & Africa Automatic Train Control Market Outlook, By Consulting (2021-2030) ($MN)
126 Middle East & Africa Automatic Train Control Market Outlook, By Support & Maintenance (2021-2030) ($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.
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