Rice Husk Ash Market
Rice Husk Ash Market Forecasts to 2030 - Global Analysis By Form (Nodule/Granules, Flake, Powder, Pallets and Other Forms), Silicon Content (80-84%, 85-89%, 90-94% and More Than 95%), Downstream Application and By Geography
According to Stratistics MRC, the Global Rice Husk Ash Market is accounted for $1.6 billion in 2023 and is expected to reach $2.7 billion by 2030 growing at a CAGR of 7.6% during the forecast period. The Rice Husk Ash (RHA) market encompasses the utilization and commercialization of ash generated from burning rice husks, a byproduct of rice milling. Its high silica content makes it valuable in construction materials, such as concrete, where it enhances strength and durability while reducing costs. Additionally, RHA finds use in the manufacturing of ceramics, refractories, and insulation materials. Its pozzolanic properties contribute to the sustainability of concrete production by reducing cement content and lowering carbon emissions.
According to the Association of General Contractors of America, the construction industry has more than 745,000 employers and generates nearly US$ 1.4 trillion worth of structures every year. According to Office for National Statistics, the monthly construction increased by 1.7% in terms of volume in March 2022 in the United Kingdom, this is a fifth consecutive monthly growth.
Market Dynamics:
Driver:
Growing demand for sustainable materials
Rice husk ash, a byproduct of rice milling, is gaining traction as a sustainable alternative in various industries due to its eco-friendly attributes. As industries strive to reduce their environmental footprint, RHA emerges as an attractive option for its abundance, low cost, and versatility. Its applications span diverse sectors such as construction, ceramics, agriculture, and waste management, where it serves as a substitute for traditional materials like cement and silica. Additionally, RHA offers advantages such as high silica content, thermal insulation properties, and pozzolanic characteristics, making it an ideal choice for enhancing the durability and sustainability of products.
Restraint:
Processing costs
The Rice Husk Ash (RHA) market faces significant challenges due to high processing costs, impeding its widespread adoption. Processing rice husk into ash involves several steps, including collection, transportation, and combustion, followed by rigorous processing to obtain the desired quality of ash. These processes demand substantial energy inputs and specialized equipment, resulting in elevated production expenses. However, the need for stringent quality control measures further escalates costs. High processing costs consequently inflate the price of RHA-based products, making them less competitive compared to alternatives.
Opportunity:
Increased availability of rice husks
As rice production continues to rise globally, so does the volume of rice husks generated as a byproduct. Rice husk ash, obtained through controlled incineration of husks, is being recognized for its versatile utility across various industries. Its high silica content makes it valuable for applications in construction materials like concrete, where it enhances durability and strength. Moreover, RHA is being utilized in the manufacturing of ceramics, refractory materials, and even in wastewater treatment processes.
Threat:
High dependency on the production of rice paddy
Rice paddy is the primary source of RHA, a byproduct of rice milling. However, fluctuations in rice production due to factors like climate change, land availability, and agricultural policies can directly impact RHA availability. In regions heavily reliant on rice farming, any disruption in paddy cultivation can lead to scarcity or uneven supply of RHA, affecting industries dependent on it. However, the focus on rice paddy cultivation may limit diversification efforts in agriculture, reducing the potential for alternative biomass sources for RHA production.
Covid-19 Impact:
Disruptions in global supply chains and logistical challenges have hampered the transportation of rice husk ash, leading to delays and increased costs. Lockdown measures and economic slowdowns in key rice-producing regions have resulted in decreased production of rice husk ash. This reduced supply has put pressure on prices, affecting the profitability of businesses reliant on this material. However, the construction sector, a major consumer of rice husk ash due to its use in concrete production, experienced a downturn during the pandemic, further dampening demand.
The Pallets segment is expected to be the largest during the forecast period
Pallets segment is expected to be the largest during the forecast period. With a growing emphasis on eco-friendly practices, pallets made from RHA offer an environmentally friendly alternative to traditional wood or plastic pallets. These pallets leverage the unique properties of RHA, such as its lightweight nature, high strength, and resistance to moisture and pests, making them ideal for transportation and storage purposes. Additionally, RHA-based pallets contribute to reducing the carbon footprint by utilizing agricultural waste material that would otherwise be disposed of, thereby promoting circular economy principles.
The Refractory Bricks segment is expected to have the highest CAGR during the forecast period
Refractory Bricks segment is expected to have the highest CAGR during the forecast period. Rice husk ash, a byproduct of rice milling, contains high levels of amorphous silica, making it an ideal raw material for producing refractory bricks. These bricks, when incorporated into furnaces, kilns, and other high-temperature industrial applications, exhibit excellent thermal insulation, resistance to corrosion, and mechanical strength. By utilizing RHA in refractory brick manufacturing, companies are not only reducing the environmental impact by repurposing a waste material but also enhancing the performance and durability of their products.
Region with largest share:
Asia Pacific region is projected to hold largest share over the forecast period. Silica, a key component of rice husk ash, finds extensive applications in various industries such as construction, ceramics, and agriculture. With advancements in technology and increased focus on sustainability, manufacturers in the Asia Pacific region are now able to extract silica from rice husk ash more efficiently and at higher purity levels. This enhanced production of high-quality silica is meeting the growing demand for eco-friendly alternatives to conventional materials, particularly in the construction sector throughout the region.
Region with highest CAGR:
Asia Pacific region is estimated to witness substantial growth during the extrapolated period. With an increasing focus on sustainable practices and environmental protection, governments are implementing policies that encourage the utilization of agricultural waste products like rice husk ash. These regulations often include incentives such as subsidies, tax benefits, and mandates for the use of environmentally friendly materials in construction and agriculture. The promotion of RHA not only reduces the environmental burden of rice husk disposal but also fosters the development of a thriving market for value-added products, contributing to economic growth and sustainability in the region.
Key players in the market
Some of the key players in Rice Husk Ash market include Usher Agro Ltd., Jasoriya Rice Mill, Rescon Manufacturing Co Private Limited, Guru Corporation, Yihai Kerry Investments Co., Ltd., Wadham Energy, LP, AgriSil Holdings Ltd., Refratechnik Holding GmbH, KRBL Limited and J M Biotech Pvt Ltd.
Key Developments:
In November 2020, Chinese food producer Yihai Kerry Arawana Holdings is putting the record sums raised last month from its initial public offering in Shenzhen to good use, and is to invest CNY8 billion (USD1.2 billion) in grain and oil processing plants and a logistics project in central Henan province, one of the country’s top grain producing areas.
In April 2018, the UN Food and Agriculture Organization published that the total rice production equaled at 501.2 million tonnes in 2017 across the globe. Additionally, the association also projected the total output to a total of 510.6 million tonnes by 2019.
Forms Covered:
• Nodule/Granules
• Flake
• Powder
• Pallets
• Other Forms
Silicon Contents Covered:
• 80-84%
• 85-89%
• 90-94%
• More Than 95%
Downstream Applications Covered:
• Building Blocks
• Concrete Mixes
• Insulators
• Refractory Bricks
• Roofing Shingles
• Water Proofing Chemicals
• Other Downstream Applications
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
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 Rice Husk Ash Market, By Form
5.1 Introduction
5.2 Nodule/Granules
5.3 Flake
5.4 Powder
5.5 Pallets
5.6 Other Forms
6 Global Rice Husk Ash Market, By Silicon Content
6.1 Introduction
6.2 80-84%
6.3 85-89%
6.4 90-94%
6.5 More Than 95%
7 Global Rice Husk Ash Market, By Downstream Application
7.1 Introduction
7.2 Building Blocks
7.3 Concrete Mixes
7.4 Insulators
7.5 Refractory Bricks
7.6 Roofing Shingles
7.7 Water Proofing Chemicals
7.8 Other Downstream Applications
8 Global Rice Husk Ash 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 Usher Agro Ltd.
10.2 Jasoriya Rice Mill
10.3 Rescon Manufacturing Co Private Limited
10.4 Guru Corporation
10.5 Yihai Kerry Investments Co., Ltd.
10.6 Wadham Energy, LP
10.7 AgriSil Holdings Ltd.
10.8 Refratechnik Holding GmbH
10.9 KRBL Limited
10.10 J M Biotech Pvt Ltd
List of Tables
1 Global Rice Husk Ash Market Outlook, By Region (2021-2030) ($MN)
2 Global Rice Husk Ash Market Outlook, By Form (2021-2030) ($MN)
3 Global Rice Husk Ash Market Outlook, By Nodule/Granules (2021-2030) ($MN)
4 Global Rice Husk Ash Market Outlook, By Flake (2021-2030) ($MN)
5 Global Rice Husk Ash Market Outlook, By Powder (2021-2030) ($MN)
6 Global Rice Husk Ash Market Outlook, By Pallets (2021-2030) ($MN)
7 Global Rice Husk Ash Market Outlook, By Other Forms (2021-2030) ($MN)
8 Global Rice Husk Ash Market Outlook, By Silicon Content (2021-2030) ($MN)
9 Global Rice Husk Ash Market Outlook, By 80-84% (2021-2030) ($MN)
10 Global Rice Husk Ash Market Outlook, By 85-89% (2021-2030) ($MN)
11 Global Rice Husk Ash Market Outlook, By 90-94% (2021-2030) ($MN)
12 Global Rice Husk Ash Market Outlook, By More Than 95% (2021-2030) ($MN)
13 Global Rice Husk Ash Market Outlook, By Downstream Application (2021-2030) ($MN)
14 Global Rice Husk Ash Market Outlook, By Building Blocks (2021-2030) ($MN)
15 Global Rice Husk Ash Market Outlook, By Concrete Mixes (2021-2030) ($MN)
16 Global Rice Husk Ash Market Outlook, By Insulators (2021-2030) ($MN)
17 Global Rice Husk Ash Market Outlook, By Refractory Bricks (2021-2030) ($MN)
18 Global Rice Husk Ash Market Outlook, By Roofing Shingles (2021-2030) ($MN)
19 Global Rice Husk Ash Market Outlook, By Water Proofing Chemicals (2021-2030) ($MN)
20 Global Rice Husk Ash Market Outlook, By Other Downstream Applications (2021-2030) ($MN)
21 North America Rice Husk Ash Market Outlook, By Country (2021-2030) ($MN)
22 North America Rice Husk Ash Market Outlook, By Form (2021-2030) ($MN)
23 North America Rice Husk Ash Market Outlook, By Nodule/Granules (2021-2030) ($MN)
24 North America Rice Husk Ash Market Outlook, By Flake (2021-2030) ($MN)
25 North America Rice Husk Ash Market Outlook, By Powder (2021-2030) ($MN)
26 North America Rice Husk Ash Market Outlook, By Pallets (2021-2030) ($MN)
27 North America Rice Husk Ash Market Outlook, By Other Forms (2021-2030) ($MN)
28 North America Rice Husk Ash Market Outlook, By Silicon Content (2021-2030) ($MN)
29 North America Rice Husk Ash Market Outlook, By 80-84% (2021-2030) ($MN)
30 North America Rice Husk Ash Market Outlook, By 85-89% (2021-2030) ($MN)
31 North America Rice Husk Ash Market Outlook, By 90-94% (2021-2030) ($MN)
32 North America Rice Husk Ash Market Outlook, By More Than 95% (2021-2030) ($MN)
33 North America Rice Husk Ash Market Outlook, By Downstream Application (2021-2030) ($MN)
34 North America Rice Husk Ash Market Outlook, By Building Blocks (2021-2030) ($MN)
35 North America Rice Husk Ash Market Outlook, By Concrete Mixes (2021-2030) ($MN)
36 North America Rice Husk Ash Market Outlook, By Insulators (2021-2030) ($MN)
37 North America Rice Husk Ash Market Outlook, By Refractory Bricks (2021-2030) ($MN)
38 North America Rice Husk Ash Market Outlook, By Roofing Shingles (2021-2030) ($MN)
39 North America Rice Husk Ash Market Outlook, By Water Proofing Chemicals (2021-2030) ($MN)
40 North America Rice Husk Ash Market Outlook, By Other Downstream Applications (2021-2030) ($MN)
41 Europe Rice Husk Ash Market Outlook, By Country (2021-2030) ($MN)
42 Europe Rice Husk Ash Market Outlook, By Form (2021-2030) ($MN)
43 Europe Rice Husk Ash Market Outlook, By Nodule/Granules (2021-2030) ($MN)
44 Europe Rice Husk Ash Market Outlook, By Flake (2021-2030) ($MN)
45 Europe Rice Husk Ash Market Outlook, By Powder (2021-2030) ($MN)
46 Europe Rice Husk Ash Market Outlook, By Pallets (2021-2030) ($MN)
47 Europe Rice Husk Ash Market Outlook, By Other Forms (2021-2030) ($MN)
48 Europe Rice Husk Ash Market Outlook, By Silicon Content (2021-2030) ($MN)
49 Europe Rice Husk Ash Market Outlook, By 80-84% (2021-2030) ($MN)
50 Europe Rice Husk Ash Market Outlook, By 85-89% (2021-2030) ($MN)
51 Europe Rice Husk Ash Market Outlook, By 90-94% (2021-2030) ($MN)
52 Europe Rice Husk Ash Market Outlook, By More Than 95% (2021-2030) ($MN)
53 Europe Rice Husk Ash Market Outlook, By Downstream Application (2021-2030) ($MN)
54 Europe Rice Husk Ash Market Outlook, By Building Blocks (2021-2030) ($MN)
55 Europe Rice Husk Ash Market Outlook, By Concrete Mixes (2021-2030) ($MN)
56 Europe Rice Husk Ash Market Outlook, By Insulators (2021-2030) ($MN)
57 Europe Rice Husk Ash Market Outlook, By Refractory Bricks (2021-2030) ($MN)
58 Europe Rice Husk Ash Market Outlook, By Roofing Shingles (2021-2030) ($MN)
59 Europe Rice Husk Ash Market Outlook, By Water Proofing Chemicals (2021-2030) ($MN)
60 Europe Rice Husk Ash Market Outlook, By Other Downstream Applications (2021-2030) ($MN)
61 Asia Pacific Rice Husk Ash Market Outlook, By Country (2021-2030) ($MN)
62 Asia Pacific Rice Husk Ash Market Outlook, By Form (2021-2030) ($MN)
63 Asia Pacific Rice Husk Ash Market Outlook, By Nodule/Granules (2021-2030) ($MN)
64 Asia Pacific Rice Husk Ash Market Outlook, By Flake (2021-2030) ($MN)
65 Asia Pacific Rice Husk Ash Market Outlook, By Powder (2021-2030) ($MN)
66 Asia Pacific Rice Husk Ash Market Outlook, By Pallets (2021-2030) ($MN)
67 Asia Pacific Rice Husk Ash Market Outlook, By Other Forms (2021-2030) ($MN)
68 Asia Pacific Rice Husk Ash Market Outlook, By Silicon Content (2021-2030) ($MN)
69 Asia Pacific Rice Husk Ash Market Outlook, By 80-84% (2021-2030) ($MN)
70 Asia Pacific Rice Husk Ash Market Outlook, By 85-89% (2021-2030) ($MN)
71 Asia Pacific Rice Husk Ash Market Outlook, By 90-94% (2021-2030) ($MN)
72 Asia Pacific Rice Husk Ash Market Outlook, By More Than 95% (2021-2030) ($MN)
73 Asia Pacific Rice Husk Ash Market Outlook, By Downstream Application (2021-2030) ($MN)
74 Asia Pacific Rice Husk Ash Market Outlook, By Building Blocks (2021-2030) ($MN)
75 Asia Pacific Rice Husk Ash Market Outlook, By Concrete Mixes (2021-2030) ($MN)
76 Asia Pacific Rice Husk Ash Market Outlook, By Insulators (2021-2030) ($MN)
77 Asia Pacific Rice Husk Ash Market Outlook, By Refractory Bricks (2021-2030) ($MN)
78 Asia Pacific Rice Husk Ash Market Outlook, By Roofing Shingles (2021-2030) ($MN)
79 Asia Pacific Rice Husk Ash Market Outlook, By Water Proofing Chemicals (2021-2030) ($MN)
80 Asia Pacific Rice Husk Ash Market Outlook, By Other Downstream Applications (2021-2030) ($MN)
81 South America Rice Husk Ash Market Outlook, By Country (2021-2030) ($MN)
82 South America Rice Husk Ash Market Outlook, By Form (2021-2030) ($MN)
83 South America Rice Husk Ash Market Outlook, By Nodule/Granules (2021-2030) ($MN)
84 South America Rice Husk Ash Market Outlook, By Flake (2021-2030) ($MN)
85 South America Rice Husk Ash Market Outlook, By Powder (2021-2030) ($MN)
86 South America Rice Husk Ash Market Outlook, By Pallets (2021-2030) ($MN)
87 South America Rice Husk Ash Market Outlook, By Other Forms (2021-2030) ($MN)
88 South America Rice Husk Ash Market Outlook, By Silicon Content (2021-2030) ($MN)
89 South America Rice Husk Ash Market Outlook, By 80-84% (2021-2030) ($MN)
90 South America Rice Husk Ash Market Outlook, By 85-89% (2021-2030) ($MN)
91 South America Rice Husk Ash Market Outlook, By 90-94% (2021-2030) ($MN)
92 South America Rice Husk Ash Market Outlook, By More Than 95% (2021-2030) ($MN)
93 South America Rice Husk Ash Market Outlook, By Downstream Application (2021-2030) ($MN)
94 South America Rice Husk Ash Market Outlook, By Building Blocks (2021-2030) ($MN)
95 South America Rice Husk Ash Market Outlook, By Concrete Mixes (2021-2030) ($MN)
96 South America Rice Husk Ash Market Outlook, By Insulators (2021-2030) ($MN)
97 South America Rice Husk Ash Market Outlook, By Refractory Bricks (2021-2030) ($MN)
98 South America Rice Husk Ash Market Outlook, By Roofing Shingles (2021-2030) ($MN)
99 South America Rice Husk Ash Market Outlook, By Water Proofing Chemicals (2021-2030) ($MN)
100 South America Rice Husk Ash Market Outlook, By Other Downstream Applications (2021-2030) ($MN)
101 Middle East & Africa Rice Husk Ash Market Outlook, By Country (2021-2030) ($MN)
102 Middle East & Africa Rice Husk Ash Market Outlook, By Form (2021-2030) ($MN)
103 Middle East & Africa Rice Husk Ash Market Outlook, By Nodule/Granules (2021-2030) ($MN)
104 Middle East & Africa Rice Husk Ash Market Outlook, By Flake (2021-2030) ($MN)
105 Middle East & Africa Rice Husk Ash Market Outlook, By Powder (2021-2030) ($MN)
106 Middle East & Africa Rice Husk Ash Market Outlook, By Pallets (2021-2030) ($MN)
107 Middle East & Africa Rice Husk Ash Market Outlook, By Other Forms (2021-2030) ($MN)
108 Middle East & Africa Rice Husk Ash Market Outlook, By Silicon Content (2021-2030) ($MN)
109 Middle East & Africa Rice Husk Ash Market Outlook, By 80-84% (2021-2030) ($MN)
110 Middle East & Africa Rice Husk Ash Market Outlook, By 85-89% (2021-2030) ($MN)
111 Middle East & Africa Rice Husk Ash Market Outlook, By 90-94% (2021-2030) ($MN)
112 Middle East & Africa Rice Husk Ash Market Outlook, By More Than 95% (2021-2030) ($MN)
113 Middle East & Africa Rice Husk Ash Market Outlook, By Downstream Application (2021-2030) ($MN)
114 Middle East & Africa Rice Husk Ash Market Outlook, By Building Blocks (2021-2030) ($MN)
115 Middle East & Africa Rice Husk Ash Market Outlook, By Concrete Mixes (2021-2030) ($MN)
116 Middle East & Africa Rice Husk Ash Market Outlook, By Insulators (2021-2030) ($MN)
117 Middle East & Africa Rice Husk Ash Market Outlook, By Refractory Bricks (2021-2030) ($MN)
118 Middle East & Africa Rice Husk Ash Market Outlook, By Roofing Shingles (2021-2030) ($MN)
119 Middle East & Africa Rice Husk Ash Market Outlook, By Water Proofing Chemicals (2021-2030) ($MN)
120 Middle East & Africa Rice Husk Ash Market Outlook, By Other Downstream Applications (2021-2030) ($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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