Smart Governments Market
Smart Governments Market Forecasts to 2028 – Global Analysis By Deployment (Hosted/Cloud, On-Premises), Type (Service, Solution), End User, and By Geography
Years Covered |
2020-2028 |
Estimated Year Value (2021) |
US $23.69 BN |
Projected Year Value (2028) |
US $91.01 BN |
CAGR (2021 - 2028) |
21.2% |
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 |
Fastest Growing Market |
North America |
According to Stratistics MRC, the Global Smart Governments Market is accounted for $23.69 billion in 2021 and is expected to reach $91.01 billion by 2028 growing at a CAGR of 21.2% during the forecast period. Smart government is an extension of e-government that applies operational technologies, information, and communication to all operational areas. Smart government is data-driven, citizen-centric, and performance-driven, it greatly enhances democratic processes and modifies the delivery of public services.
Market Dynamics:
Driver:
Advantages provided by smart governments
Smart governments can utilize advanced analytics to upgrade service design and customize delivery by utilizing information collected from people and devices consistently. Some governments are already using a virtual workforce to automate normal business methodology, decreasing the stress of high-volume, repetitive jobs while also freeing up time and resources to focus on frontline services. This provides improved efficiency for the governments and helps in handling the operations effectively. Hence, these advantages are engrossing governments around the world to digitalize. Therefore various advantages provided by smart governments are driving the growth of the market.
Restraint:
Lack of laws and regulations
The lack of uniform laws and regulations in data sharing by government across ministries and services, as well as the private sector, is restraining the growth of the smart governments market.
Opportunity:
Increasing demand for digitalization
There is an increasing demand for digital media and smart technologies because of improvements leading to increased expenditures in smart government innovation, which has been a significant market factor. Also, increasing demand for digitalization of legal processes by the residents is compelling governments to digitize the operations. These e-participation advancements advance citizen cooperation by incorporating citizens in decision-making, policy formulation, financial plan focusing, issue resolution, and service co-design. Moreover, the high usage of smartphones has also contributed to the increasing demand for the digitalization of various operations. Thus, the increasing demand for digitalization of government operations is providing ample opportunities for the growth of the market.
Threat:
Data privacy and data breach
Data from various sources has increased allowing the governments to prepare them for digital transformation, leading to the choice of smart technologies. Therefore, there are high chances of an increase in cyber-attacks on smart infrastructure, and issues related to data privacy and data breach are the factors hampering the market growth. The market is expected to be hindered by the threat of hackers and data breaches.
The hosted/cloud segment is expected to be the largest during the forecast period
The hosted/cloud segment is estimated to have a lucrative growth due to the high adoption of cloud services by government agencies to achieve cost benefits, real-time access, and zero maintenance downtime. Government funds are limited and on premise solutions become more expensive as data volume increases, the cloud is a reliable alternative for storing government data.
The remote monitoring segment is expected to have the highest CAGR during the forecast period
The remote monitoring segment is anticipated to witness the fastest CAGR growth during the forecast period owing to the decrease in the cost of sensors, which boosts the adoption of smart solutions among government bodies. Furthermore, remote monitoring solutions help provide safety by tracking the assets and achieving maximum efficiency.
Region with highest share:
Asia Pacific is projected to hold the largest market share during the forecast period due to the rising penetration of smartphones and connected devices making organizations establish their cloud data center in the region. Governments of various countries in the region consider cloud services as an opportunity to improve government service delivery by reducing unemployment, increasing responsiveness, and delivering information and communication technology services at a lower cost.
Region with highest CAGR:
North America is projected to have the highest CAGR over the forecast period owing to the increased spending for the deployment of smart solutions across various government levels and rising penetration of smart technologies, such as big data, Internet of Things (IoT), analytics, and cloud computing.
Key players in the market
Some of the key players profiled in the Smart Governments Market include Amazon Web Services, Inc., Symantec Corporation, UTI Grup, Oracle Corporation, Socrata, Hughes Identification Devices, OpenGov, Nokia Corporation, Imex Systems Inc., IBM Corporation, Cisco Systems, Inc., Huawei Technologies Co., Ltd., Global Corporation, Entrust Datacard Corporation, Avaya Inc., Cap Gemini S.A., and ABB Ltd.
Key Developments:
In April 2020 - OpenGov launched OpenGov Financials, a new financial management solution that expands its cloud-based software offerings and unveils the industry’s first fully-integrated cloud ERP designed exclusively for local government. The solution will allow governments to run their daily, mission-critical processes, as well as report, forecast, and budget using one online platform.
Deployments Covered:
• Hosted/Cloud
• On-Premises
Types Covered:
• Service
• Solution
End Users Covered:
• Transportation
• Power and Utilities
• Oil and Gas
• Healthcare
• Financial
• Education
• Telecom
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 End User 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 Smart Governments Market, By Deployment
5.1 Introduction
5.2 Hosted/Cloud
5.3 On-Premises
6 Global Smart Governments Market, By Type
6.1 Introduction
6.2 Service
6.2.1 Managed Services
6.2.2 Professional Services
6.2.2.1 System Integration and Deployment
6.2.2.2 Support and Maintenance
6.2.2.3 Consulting Services
6.3 Solution
6.3.1 Security
6.3.1.1 Risk and Compliance Management
6.3.1.2 Identity and Access Management
6.3.1.3 Security and Vulnerability Management
6.3.2 Remote Monitoring
6.3.3 Participatory Democracy
6.3.4 Network Management
6.3.5 Open Data Platform
6.3.6 Data Analytics
6.3.6.1 Streaming Analytics
6.3.6.2 Social Media Analytics
6.3.6.3 Location Analytics
6.3.6.4 Edge Analytics
6.3.7 Government Resource Planning System
6.3.7.1 Workforce Management
6.3.7.2 Supply Chain Management
6.3.7.3 Financial Management
6.3.7.4 Asset Lifecycle Management
7 Global Smart Governments Market, By End User
7.1 Introduction
7.2 Transportation
7.3 Power and Utilities
7.4 Oil and Gas
7.5 Healthcare
7.6 Financial
7.7 Education
7.8 Telecom
8 Global Smart Governments 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 Amazon Web Services, Inc.
10.2 Symantec Corporation
10.3 UTI Grup
10.4 Oracle Corporation
10.5 Socrata
10.6 Hughes Identification Devices
10.7 OpenGov
10.8 Nokia Corporation
10.9 Imex Systems Inc.
10.10 IBM Corporation
10.11 Cisco Systems, Inc.
10.12 Huawei Technologies Co., Ltd.
10.13 Global Corporation
10.14 Entrust Datacard Corporation
10.15 Avaya Inc.
10.16 Cap Gemini S.A.
10.17 ABB Ltd.
List of Tables
1 Global Smart Governments Market Outlook, By Region (2020-2028) ($MN)
2 Global Smart Governments Market Outlook, By Deployment (2020-2028) ($MN)
3 Global Smart Governments Market Outlook, By Hosted/Cloud (2020-2028) ($MN)
4 Global Smart Governments Market Outlook, By On-Premises (2020-2028) ($MN)
5 Global Smart Governments Market Outlook, By Type (2020-2028) ($MN)
6 Global Smart Governments Market Outlook, By Service (2020-2028) ($MN)
7 Global Smart Governments Market Outlook, By Managed Services (2020-2028) ($MN)
8 Global Smart Governments Market Outlook, By Professional Services (2020-2028) ($MN)
9 Global Smart Governments Market Outlook, By Solution (2020-2028) ($MN)
10 Global Smart Governments Market Outlook, By Security (2020-2028) ($MN)
11 Global Smart Governments Market Outlook, By Remote Monitoring (2020-2028) ($MN)
12 Global Smart Governments Market Outlook, By Participatory Democracy (2020-2028) ($MN)
13 Global Smart Governments Market Outlook, By Network Management (2020-2028) ($MN)
14 Global Smart Governments Market Outlook, By Open Data Platform (2020-2028) ($MN)
15 Global Smart Governments Market Outlook, By Data Analytics (2020-2028) ($MN)
16 Global Smart Governments Market Outlook, By Government Resource Planning System (2020-2028) ($MN)
17 Global Smart Governments Market Outlook, By End User (2020-2028) ($MN)
18 Global Smart Governments Market Outlook, By Transportation (2020-2028) ($MN)
19 Global Smart Governments Market Outlook, By Power and Utilities (2020-2028) ($MN)
20 Global Smart Governments Market Outlook, By Oil and Gas (2020-2028) ($MN)
21 Global Smart Governments Market Outlook, By Healthcare (2020-2028) ($MN)
22 Global Smart Governments Market Outlook, By Financial (2020-2028) ($MN)
23 Global Smart Governments Market Outlook, By Education (2020-2028) ($MN)
24 Global Smart Governments Market Outlook, By Telecom (2020-2028) ($MN)
25 North America Smart Governments Market Outlook, By Country (2020-2028) ($MN)
26 North America Smart Governments Market Outlook, By Deployment (2020-2028) ($MN)
27 North America Smart Governments Market Outlook, By Hosted/Cloud (2020-2028) ($MN)
28 North America Smart Governments Market Outlook, By On-Premises (2020-2028) ($MN)
29 North America Smart Governments Market Outlook, By Type (2020-2028) ($MN)
30 North America Smart Governments Market Outlook, By Service (2020-2028) ($MN)
31 North America Smart Governments Market Outlook, By Managed Services (2020-2028) ($MN)
32 North America Smart Governments Market Outlook, By Professional Services (2020-2028) ($MN)
33 North America Smart Governments Market Outlook, By Solution (2020-2028) ($MN)
34 North America Smart Governments Market Outlook, By Security (2020-2028) ($MN)
35 North America Smart Governments Market Outlook, By Remote Monitoring (2020-2028) ($MN)
36 North America Smart Governments Market Outlook, By Participatory Democracy (2020-2028) ($MN)
37 North America Smart Governments Market Outlook, By Network Management (2020-2028) ($MN)
38 North America Smart Governments Market Outlook, By Open Data Platform (2020-2028) ($MN)
39 North America Smart Governments Market Outlook, By Data Analytics (2020-2028) ($MN)
40 North America Smart Governments Market Outlook, By Government Resource Planning System (2020-2028) ($MN)
41 North America Smart Governments Market Outlook, By End User (2020-2028) ($MN)
42 North America Smart Governments Market Outlook, By Transportation (2020-2028) ($MN)
43 North America Smart Governments Market Outlook, By Power and Utilities (2020-2028) ($MN)
44 North America Smart Governments Market Outlook, By Oil and Gas (2020-2028) ($MN)
45 North America Smart Governments Market Outlook, By Healthcare (2020-2028) ($MN)
46 North America Smart Governments Market Outlook, By Financial (2020-2028) ($MN)
47 North America Smart Governments Market Outlook, By Education (2020-2028) ($MN)
48 North America Smart Governments Market Outlook, By Telecom (2020-2028) ($MN)
49 Europe Smart Governments Market Outlook, By Country (2020-2028) ($MN)
50 Europe Smart Governments Market Outlook, By Deployment (2020-2028) ($MN)
51 Europe Smart Governments Market Outlook, By Hosted/Cloud (2020-2028) ($MN)
52 Europe Smart Governments Market Outlook, By On-Premises (2020-2028) ($MN)
53 Europe Smart Governments Market Outlook, By Type (2020-2028) ($MN)
54 Europe Smart Governments Market Outlook, By Service (2020-2028) ($MN)
55 Europe Smart Governments Market Outlook, By Managed Services (2020-2028) ($MN)
56 Europe Smart Governments Market Outlook, By Professional Services (2020-2028) ($MN)
57 Europe Smart Governments Market Outlook, By Solution (2020-2028) ($MN)
58 Europe Smart Governments Market Outlook, By Security (2020-2028) ($MN)
59 Europe Smart Governments Market Outlook, By Remote Monitoring (2020-2028) ($MN)
60 Europe Smart Governments Market Outlook, By Participatory Democracy (2020-2028) ($MN)
61 Europe Smart Governments Market Outlook, By Network Management (2020-2028) ($MN)
62 Europe Smart Governments Market Outlook, By Open Data Platform (2020-2028) ($MN)
63 Europe Smart Governments Market Outlook, By Data Analytics (2020-2028) ($MN)
64 Europe Smart Governments Market Outlook, By Government Resource Planning System (2020-2028) ($MN)
65 Europe Smart Governments Market Outlook, By End User (2020-2028) ($MN)
66 Europe Smart Governments Market Outlook, By Transportation (2020-2028) ($MN)
67 Europe Smart Governments Market Outlook, By Power and Utilities (2020-2028) ($MN)
68 Europe Smart Governments Market Outlook, By Oil and Gas (2020-2028) ($MN)
69 Europe Smart Governments Market Outlook, By Healthcare (2020-2028) ($MN)
70 Europe Smart Governments Market Outlook, By Financial (2020-2028) ($MN)
71 Europe Smart Governments Market Outlook, By Education (2020-2028) ($MN)
72 Europe Smart Governments Market Outlook, By Telecom (2020-2028) ($MN)
73 Asia Pacific Smart Governments Market Outlook, By Country (2020-2028) ($MN)
74 Asia Pacific Smart Governments Market Outlook, By Deployment (2020-2028) ($MN)
75 Asia Pacific Smart Governments Market Outlook, By Hosted/Cloud (2020-2028) ($MN)
76 Asia Pacific Smart Governments Market Outlook, By On-Premises (2020-2028) ($MN)
77 Asia Pacific Smart Governments Market Outlook, By Type (2020-2028) ($MN)
78 Asia Pacific Smart Governments Market Outlook, By Service (2020-2028) ($MN)
79 Asia Pacific Smart Governments Market Outlook, By Managed Services (2020-2028) ($MN)
80 Asia Pacific Smart Governments Market Outlook, By Professional Services (2020-2028) ($MN)
81 Asia Pacific Smart Governments Market Outlook, By Solution (2020-2028) ($MN)
82 Asia Pacific Smart Governments Market Outlook, By Security (2020-2028) ($MN)
83 Asia Pacific Smart Governments Market Outlook, By Remote Monitoring (2020-2028) ($MN)
84 Asia Pacific Smart Governments Market Outlook, By Participatory Democracy (2020-2028) ($MN)
85 Asia Pacific Smart Governments Market Outlook, By Network Management (2020-2028) ($MN)
86 Asia Pacific Smart Governments Market Outlook, By Open Data Platform (2020-2028) ($MN)
87 Asia Pacific Smart Governments Market Outlook, By Data Analytics (2020-2028) ($MN)
88 Asia Pacific Smart Governments Market Outlook, By Government Resource Planning System (2020-2028) ($MN)
89 Asia Pacific Smart Governments Market Outlook, By End User (2020-2028) ($MN)
90 Asia Pacific Smart Governments Market Outlook, By Transportation (2020-2028) ($MN)
91 Asia Pacific Smart Governments Market Outlook, By Power and Utilities (2020-2028) ($MN)
92 Asia Pacific Smart Governments Market Outlook, By Oil and Gas (2020-2028) ($MN)
93 Asia Pacific Smart Governments Market Outlook, By Healthcare (2020-2028) ($MN)
94 Asia Pacific Smart Governments Market Outlook, By Financial (2020-2028) ($MN)
95 Asia Pacific Smart Governments Market Outlook, By Education (2020-2028) ($MN)
96 Asia Pacific Smart Governments Market Outlook, By Telecom (2020-2028) ($MN)
97 South America Smart Governments Market Outlook, By Country (2020-2028) ($MN)
98 South America Smart Governments Market Outlook, By Deployment (2020-2028) ($MN)
99 South America Smart Governments Market Outlook, By Hosted/Cloud (2020-2028) ($MN)
100 South America Smart Governments Market Outlook, By On-Premises (2020-2028) ($MN)
101 South America Smart Governments Market Outlook, By Type (2020-2028) ($MN)
102 South America Smart Governments Market Outlook, By Service (2020-2028) ($MN)
103 South America Smart Governments Market Outlook, By Managed Services (2020-2028) ($MN)
104 South America Smart Governments Market Outlook, By Professional Services (2020-2028) ($MN)
105 South America Smart Governments Market Outlook, By Solution (2020-2028) ($MN)
106 South America Smart Governments Market Outlook, By Security (2020-2028) ($MN)
107 South America Smart Governments Market Outlook, By Remote Monitoring (2020-2028) ($MN)
108 South America Smart Governments Market Outlook, By Participatory Democracy (2020-2028) ($MN)
109 South America Smart Governments Market Outlook, By Network Management (2020-2028) ($MN)
110 South America Smart Governments Market Outlook, By Open Data Platform (2020-2028) ($MN)
111 South America Smart Governments Market Outlook, By Data Analytics (2020-2028) ($MN)
112 South America Smart Governments Market Outlook, By Government Resource Planning System (2020-2028) ($MN)
113 South America Smart Governments Market Outlook, By End User (2020-2028) ($MN)
114 South America Smart Governments Market Outlook, By Transportation (2020-2028) ($MN)
115 South America Smart Governments Market Outlook, By Power and Utilities (2020-2028) ($MN)
116 South America Smart Governments Market Outlook, By Oil and Gas (2020-2028) ($MN)
117 South America Smart Governments Market Outlook, By Healthcare (2020-2028) ($MN)
118 South America Smart Governments Market Outlook, By Financial (2020-2028) ($MN)
119 South America Smart Governments Market Outlook, By Education (2020-2028) ($MN)
120 South America Smart Governments Market Outlook, By Telecom (2020-2028) ($MN)
121 Middle East & Africa Smart Governments Market Outlook, By Country (2020-2028) ($MN)
122 Middle East & Africa Smart Governments Market Outlook, By Deployment (2020-2028) ($MN)
123 Middle East & Africa Smart Governments Market Outlook, By Hosted/Cloud (2020-2028) ($MN)
124 Middle East & Africa Smart Governments Market Outlook, By On-Premises (2020-2028) ($MN)
125 Middle East & Africa Smart Governments Market Outlook, By Type (2020-2028) ($MN)
126 Middle East & Africa Smart Governments Market Outlook, By Service (2020-2028) ($MN)
127 Middle East & Africa Smart Governments Market Outlook, By Managed Services (2020-2028) ($MN)
128 Middle East & Africa Smart Governments Market Outlook, By Professional Services (2020-2028) ($MN)
129 Middle East & Africa Smart Governments Market Outlook, By Solution (2020-2028) ($MN)
130 Middle East & Africa Smart Governments Market Outlook, By Security (2020-2028) ($MN)
131 Middle East & Africa Smart Governments Market Outlook, By Remote Monitoring (2020-2028) ($MN)
132 Middle East & Africa Smart Governments Market Outlook, By Participatory Democracy (2020-2028) ($MN)
133 Middle East & Africa Smart Governments Market Outlook, By Network Management (2020-2028) ($MN)
134 Middle East & Africa Smart Governments Market Outlook, By Open Data Platform (2020-2028) ($MN)
135 Middle East & Africa Smart Governments Market Outlook, By Data Analytics (2020-2028) ($MN)
136 Middle East & Africa Smart Governments Market Outlook, By Government Resource Planning System (2020-2028) ($MN)
137 Middle East & Africa Smart Governments Market Outlook, By End User (2020-2028) ($MN)
138 Middle East & Africa Smart Governments Market Outlook, By Transportation (2020-2028) ($MN)
139 Middle East & Africa Smart Governments Market Outlook, By Power and Utilities (2020-2028) ($MN)
140 Middle East & Africa Smart Governments Market Outlook, By Oil and Gas (2020-2028) ($MN)
141 Middle East & Africa Smart Governments Market Outlook, By Healthcare (2020-2028) ($MN)
142 Middle East & Africa Smart Governments Market Outlook, By Financial (2020-2028) ($MN)
143 Middle East & Africa Smart Governments Market Outlook, By Education (2020-2028) ($MN)
144 Middle East & Africa Smart Governments Market Outlook, By Telecom (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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