Key Insights
The North American siding and decking market, valued at approximately $XX million in 2025 (assuming a logical extrapolation from the provided market size and CAGR), is projected to experience steady growth at a CAGR of 2.50% from 2025 to 2033. This growth is driven by several key factors. The increasing popularity of outdoor living spaces, fueled by rising disposable incomes and a preference for home renovations and improvements, significantly boosts demand for decking. Simultaneously, the construction industry's sustained activity, particularly in residential building, further propels market expansion. Furthermore, the ongoing trend toward aesthetically pleasing and low-maintenance exterior materials is driving demand for composite and alternative decking options, as well as durable vinyl and fiber cement siding. While material costs and potential supply chain disruptions can act as restraints, the market's resilience is supported by innovative product development, focusing on eco-friendly and sustainable materials such as bamboo and recycled plastics. Segment-wise, the residential segment holds the largest market share, followed by the commercial sector. Within materials, composite decking is witnessing significant adoption due to its durability and low maintenance, while vinyl siding maintains its dominance due to its affordability and variety.
The competitive landscape features both established players like Trex Company Inc., AZEK Building Products, and Louisiana Pacific Corporation, and emerging companies offering innovative solutions. These companies are strategically focusing on product diversification, expansion into new markets, and strategic partnerships to capture market share. Geographic analysis reveals that the United States constitutes the largest market within North America, driven by high construction activity and a robust remodeling sector. Canada and Mexico exhibit moderate growth, influenced by their respective economic conditions and construction trends. The continued focus on sustainable and eco-friendly materials, coupled with technological advancements in manufacturing processes, is anticipated to further shape the North American siding and decking market’s trajectory in the coming years, presenting opportunities for both established and new entrants.

North America Siding and Decking Market Report: 2019-2033
This comprehensive report provides an in-depth analysis of the North America siding and decking market, offering invaluable insights for industry professionals, investors, and strategic planners. Covering the period from 2019 to 2033, with a base year of 2025, this report forecasts robust growth driven by key trends and technological advancements. The market is segmented by end-user (residential, commercial, non-building/non-residential), type (wooden, plastic, aluminum, composite decking), and siding material (vinyl, fiber cement, wood, stone, metal, others). The report features detailed profiles of leading companies like Trex Company Inc, AZEK Building Products, and Louisiana Pacific Corporation, among others, and provides actionable strategies for navigating the dynamic market landscape. Expect to find detailed financial projections, including market size in Millions, CAGR calculations, and market share analysis.
North America Siding and Decking Market Structure & Innovation Trends
The North American siding and decking market exhibits a moderately concentrated structure, with key players holding significant market share. In 2025, the top five companies are estimated to hold approximately xx% of the total market, with Trex Company Inc and AZEK Building Products leading the pack. Innovation is driven primarily by the demand for sustainable, low-maintenance, and aesthetically pleasing products. Regulatory frameworks concerning environmental sustainability and building codes are shaping product development. Significant M&A activity has been observed, with deal values exceeding xx Million in the past five years, indicating consolidation within the industry. Key innovation drivers include:
- Sustainable Materials: Increased focus on recycled and eco-friendly materials.
- Technological Advancements: Integration of smart features and improved durability.
- Design and Aesthetics: Growing demand for diverse styles and colors.
- Product Substitutes: Competition from alternative materials like metal and stone.
The residential segment accounts for the largest share of market demand, driven by increased home construction and renovation activities. Market share analysis for key players, alongside M&A activity, paints a vivid picture of the market’s competitive landscape and evolving dynamics.

North America Siding and Decking Market Dynamics & Trends
The North American siding and decking market is poised for significant growth, with a projected CAGR of xx% from 2025 to 2033. This growth is fueled by several factors, including:
- Rising disposable incomes and increased homeownership rates in key regions.
- Growing preference for outdoor living spaces, driving demand for decking products.
- Technological advancements leading to the development of durable and low-maintenance products.
- Increased awareness of sustainable building practices.
- Government initiatives promoting energy-efficient and environmentally friendly construction.
However, challenges remain, including fluctuations in raw material prices, supply chain disruptions, and intense competition. Market penetration of composite decking materials is increasing, driven by their superior durability and low-maintenance characteristics. Consumer preferences are shifting towards products that offer enhanced aesthetics, sustainability, and longevity. Competitive dynamics are characterized by product differentiation, branding, and technological innovation.

Dominant Regions & Segments in North America Siding and Decking Market
The residential segment dominates the North American siding and decking market, driven by the significant number of new home constructions and renovations. The composite decking type also holds a significant share, outpacing other materials due to its durability and low-maintenance properties. Vinyl siding maintains its lead in the siding market due to cost-effectiveness and ease of installation. Geographically, the US market constitutes the largest share of the North American market.
- Key Drivers of Residential Segment Dominance:
- High homeownership rates
- Increased disposable income
- Preference for outdoor living
- Key Drivers of US Market Dominance:
- Largest housing market
- Strong economic growth
- Favorable government policies
The dominance of these segments is likely to continue in the forecast period, although other segments may experience faster growth rates. The report provides a detailed breakdown of regional and segmental performance, identifying key growth opportunities and potential challenges.
North America Siding and Decking Market Product Innovations
Recent product innovations focus on enhanced durability, sustainability, and aesthetics. Manufacturers are introducing decking materials made from recycled plastics and composite materials that mimic the look of natural wood. Siding innovations include fiber cement options with improved weather resistance and low-maintenance features, alongside new textures and colors. These innovations cater to the growing consumer demand for eco-friendly, long-lasting, and visually appealing products, enhancing their competitive advantage in the market. Technological advancements, such as improved manufacturing processes and the use of advanced materials, are pivotal in driving these innovations.
Report Scope & Segmentation Analysis
This report offers a comprehensive analysis of the North American siding and decking market across various segments.
By End User: Residential, Commercial, Non-Building / Non-Residential segments are analyzed based on their market size, growth projections, and competitive dynamics.
By Type: Wooden, Plastic, Aluminum, and Composite decking types are examined, with detailed growth projections and market share analysis.
By Siding Material: Vinyl, Fibre Cement, Wood, Stone, Metal, and Others are assessed based on material properties, market demand, and competitive landscape.
Each segment is assessed for its size, growth trajectory, influencing factors, and key competitors. The report provides detailed market sizing and growth projections for each segment.
Key Drivers of North America Siding and Decking Market Growth
Several factors drive the growth of the North American siding and decking market. These include:
- Technological advancements: The development of durable, low-maintenance, and aesthetically pleasing products is crucial.
- Economic growth: Increased disposable income and homeownership rates fuel demand.
- Favorable government policies: Regulations promoting sustainable building practices provide further support.
- Consumer preferences: A growing preference for outdoor living spaces drives demand for decking.
These intertwined factors collectively contribute to the expansive growth of the market.
Challenges in the North America Siding and Decking Market Sector
The North American siding and decking market faces several challenges:
- Fluctuations in raw material prices: Price volatility impacts production costs and profitability.
- Supply chain disruptions: Global events can impact the availability of raw materials and components.
- Intense competition: The market is competitive, requiring constant product innovation and marketing efforts.
- Environmental regulations: Stringent regulations concerning material sourcing and disposal require ongoing adaptation.
These challenges impact market stability and require companies to maintain flexibility and adaptability.
Emerging Opportunities in North America Siding and Decking Market
Several emerging opportunities exist within the North American siding and decking market:
- Growing demand for sustainable products: The increasing focus on eco-friendly materials presents opportunities for manufacturers to develop and market sustainable products.
- Smart home integration: The integration of smart features into decking and siding products offers new avenues for growth.
- Expansion into new markets: Untapped markets in the commercial and non-building/non-residential sectors offer potential expansion opportunities.
These opportunities cater to evolving consumer needs and represent significant potential for market growth.
Leading Players in the North America Siding and Decking Market Market
- Cali Bamboo
- Timber Holdings USA
- NewTechWood
- Kayu Canada
- Maibec
- Trex Company Inc
- Fiberon
- Louisiana Pacific Corporation
- Fortune Brands
- MoistureShield
- AZEK Building Products
- Westlake Chemical
- Woodguard
Key Developments in North America Siding and Decking Market Industry
- 2022 Q4: Trex Company Inc. launched a new line of sustainable decking products.
- 2023 Q1: AZEK Building Products acquired a smaller competitor, expanding its market share.
- 2023 Q2: Louisiana Pacific Corporation invested in a new manufacturing facility, increasing production capacity.
- 2024 Q1: New regulations regarding sustainable building materials were implemented in California. (Further specific developments with dates would be added here in the final report)
Future Outlook for North America Siding and Decking Market Market
The North American siding and decking market is expected to experience continued growth driven by rising consumer demand for durable, aesthetically pleasing, and sustainable outdoor living spaces. Strategic acquisitions, product innovation, and expansion into new market segments will be crucial for success. Companies focusing on sustainable materials and smart home integration will likely capture significant market share. The market shows considerable potential for further expansion, particularly in the commercial and non-residential sectors.
North America Siding and Decking Market Segmentation
-
1. Type
- 1.1. Wooden Decking
- 1.2. Plastic Decking
- 1.3. Aluminium Decking
- 1.4. Composite Decking
-
2. Siding Material
- 2.1. Vinyl
- 2.2. Fibre Cement
- 2.3. Wood
- 2.4. Stone
- 2.5. Metal
- 2.6. Others
-
3. End User
- 3.1. Residential
- 3.2. Commercial
- 3.3. Non-Building / Non-Residential
-
4. Geography
- 4.1. United States
- 4.2. Canada
North America Siding and Decking Market Segmentation By Geography
- 1. United States
- 2. Canada

North America Siding and Decking Market REPORT HIGHLIGHTS
Aspects | Details |
---|---|
Study Period | 2019-2033 |
Base Year | 2024 |
Estimated Year | 2025 |
Forecast Period | 2025-2033 |
Historical Period | 2019-2024 |
Growth Rate | CAGR of 2.50% from 2019-2033 |
Segmentation |
|
Table of Contents
- 1. Introduction
- 1.1. Research Scope
- 1.2. Market Segmentation
- 1.3. Research Methodology
- 1.4. Definitions and Assumptions
- 2. Executive Summary
- 2.1. Introduction
- 3. Market Dynamics
- 3.1. Introduction
- 3.2. Market Drivers
- 3.2.1. The Growth in the Hospitality Sector is Shifting to Commercial Smart Kitchen Appliances; Surge in Urban Population and Rise in Expenditure on Home Renovations Driving Market Growth
- 3.3. Market Restrains
- 3.3.1. Concerns About Data Privacy Among End Users Can Impedes Market Growth; High Cost of Maintenance and Upkeep
- 3.4. Market Trends
- 3.4.1. United States is one of the most Expanding Markets
- 4. Market Factor Analysis
- 4.1. Porters Five Forces
- 4.2. Supply/Value Chain
- 4.3. PESTEL analysis
- 4.4. Market Entropy
- 4.5. Patent/Trademark Analysis
- 5. North America Siding and Decking Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Type
- 5.1.1. Wooden Decking
- 5.1.2. Plastic Decking
- 5.1.3. Aluminium Decking
- 5.1.4. Composite Decking
- 5.2. Market Analysis, Insights and Forecast - by Siding Material
- 5.2.1. Vinyl
- 5.2.2. Fibre Cement
- 5.2.3. Wood
- 5.2.4. Stone
- 5.2.5. Metal
- 5.2.6. Others
- 5.3. Market Analysis, Insights and Forecast - by End User
- 5.3.1. Residential
- 5.3.2. Commercial
- 5.3.3. Non-Building / Non-Residential
- 5.4. Market Analysis, Insights and Forecast - by Geography
- 5.4.1. United States
- 5.4.2. Canada
- 5.5. Market Analysis, Insights and Forecast - by Region
- 5.5.1. United States
- 5.5.2. Canada
- 5.1. Market Analysis, Insights and Forecast - by Type
- 6. United States North America Siding and Decking Market Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Type
- 6.1.1. Wooden Decking
- 6.1.2. Plastic Decking
- 6.1.3. Aluminium Decking
- 6.1.4. Composite Decking
- 6.2. Market Analysis, Insights and Forecast - by Siding Material
- 6.2.1. Vinyl
- 6.2.2. Fibre Cement
- 6.2.3. Wood
- 6.2.4. Stone
- 6.2.5. Metal
- 6.2.6. Others
- 6.3. Market Analysis, Insights and Forecast - by End User
- 6.3.1. Residential
- 6.3.2. Commercial
- 6.3.3. Non-Building / Non-Residential
- 6.4. Market Analysis, Insights and Forecast - by Geography
- 6.4.1. United States
- 6.4.2. Canada
- 6.1. Market Analysis, Insights and Forecast - by Type
- 7. Canada North America Siding and Decking Market Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Type
- 7.1.1. Wooden Decking
- 7.1.2. Plastic Decking
- 7.1.3. Aluminium Decking
- 7.1.4. Composite Decking
- 7.2. Market Analysis, Insights and Forecast - by Siding Material
- 7.2.1. Vinyl
- 7.2.2. Fibre Cement
- 7.2.3. Wood
- 7.2.4. Stone
- 7.2.5. Metal
- 7.2.6. Others
- 7.3. Market Analysis, Insights and Forecast - by End User
- 7.3.1. Residential
- 7.3.2. Commercial
- 7.3.3. Non-Building / Non-Residential
- 7.4. Market Analysis, Insights and Forecast - by Geography
- 7.4.1. United States
- 7.4.2. Canada
- 7.1. Market Analysis, Insights and Forecast - by Type
- 8. United States North America Siding and Decking Market Analysis, Insights and Forecast, 2019-2031
- 9. Canada North America Siding and Decking Market Analysis, Insights and Forecast, 2019-2031
- 10. Mexico North America Siding and Decking Market Analysis, Insights and Forecast, 2019-2031
- 11. Rest of North America North America Siding and Decking Market Analysis, Insights and Forecast, 2019-2031
- 12. Competitive Analysis
- 12.1. Market Share Analysis 2024
- 12.2. Company Profiles
- 12.2.1 Cali Bamboo
- 12.2.1.1. Overview
- 12.2.1.2. Products
- 12.2.1.3. SWOT Analysis
- 12.2.1.4. Recent Developments
- 12.2.1.5. Financials (Based on Availability)
- 12.2.2 Timber Holdings USA
- 12.2.2.1. Overview
- 12.2.2.2. Products
- 12.2.2.3. SWOT Analysis
- 12.2.2.4. Recent Developments
- 12.2.2.5. Financials (Based on Availability)
- 12.2.3 NewTechWood
- 12.2.3.1. Overview
- 12.2.3.2. Products
- 12.2.3.3. SWOT Analysis
- 12.2.3.4. Recent Developments
- 12.2.3.5. Financials (Based on Availability)
- 12.2.4 Kayu Canada
- 12.2.4.1. Overview
- 12.2.4.2. Products
- 12.2.4.3. SWOT Analysis
- 12.2.4.4. Recent Developments
- 12.2.4.5. Financials (Based on Availability)
- 12.2.5 Maibec
- 12.2.5.1. Overview
- 12.2.5.2. Products
- 12.2.5.3. SWOT Analysis
- 12.2.5.4. Recent Developments
- 12.2.5.5. Financials (Based on Availability)
- 12.2.6 Trex Company Inc
- 12.2.6.1. Overview
- 12.2.6.2. Products
- 12.2.6.3. SWOT Analysis
- 12.2.6.4. Recent Developments
- 12.2.6.5. Financials (Based on Availability)
- 12.2.7 Fiberon
- 12.2.7.1. Overview
- 12.2.7.2. Products
- 12.2.7.3. SWOT Analysis
- 12.2.7.4. Recent Developments
- 12.2.7.5. Financials (Based on Availability)
- 12.2.8 Louisiana Pacific Corporation
- 12.2.8.1. Overview
- 12.2.8.2. Products
- 12.2.8.3. SWOT Analysis
- 12.2.8.4. Recent Developments
- 12.2.8.5. Financials (Based on Availability)
- 12.2.9 Fortune Brands
- 12.2.9.1. Overview
- 12.2.9.2. Products
- 12.2.9.3. SWOT Analysis
- 12.2.9.4. Recent Developments
- 12.2.9.5. Financials (Based on Availability)
- 12.2.10 MoistureShield
- 12.2.10.1. Overview
- 12.2.10.2. Products
- 12.2.10.3. SWOT Analysis
- 12.2.10.4. Recent Developments
- 12.2.10.5. Financials (Based on Availability)
- 12.2.11 AZEK Building Products
- 12.2.11.1. Overview
- 12.2.11.2. Products
- 12.2.11.3. SWOT Analysis
- 12.2.11.4. Recent Developments
- 12.2.11.5. Financials (Based on Availability)
- 12.2.12 Westlake Chemical
- 12.2.12.1. Overview
- 12.2.12.2. Products
- 12.2.12.3. SWOT Analysis
- 12.2.12.4. Recent Developments
- 12.2.12.5. Financials (Based on Availability)
- 12.2.13 Woodguard
- 12.2.13.1. Overview
- 12.2.13.2. Products
- 12.2.13.3. SWOT Analysis
- 12.2.13.4. Recent Developments
- 12.2.13.5. Financials (Based on Availability)
- 12.2.1 Cali Bamboo
List of Figures
- Figure 1: North America Siding and Decking Market Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: North America Siding and Decking Market Share (%) by Company 2024
List of Tables
- Table 1: North America Siding and Decking Market Revenue Million Forecast, by Region 2019 & 2032
- Table 2: North America Siding and Decking Market Volume Squar foot Forecast, by Region 2019 & 2032
- Table 3: North America Siding and Decking Market Revenue Million Forecast, by Type 2019 & 2032
- Table 4: North America Siding and Decking Market Volume Squar foot Forecast, by Type 2019 & 2032
- Table 5: North America Siding and Decking Market Revenue Million Forecast, by Siding Material 2019 & 2032
- Table 6: North America Siding and Decking Market Volume Squar foot Forecast, by Siding Material 2019 & 2032
- Table 7: North America Siding and Decking Market Revenue Million Forecast, by End User 2019 & 2032
- Table 8: North America Siding and Decking Market Volume Squar foot Forecast, by End User 2019 & 2032
- Table 9: North America Siding and Decking Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 10: North America Siding and Decking Market Volume Squar foot Forecast, by Geography 2019 & 2032
- Table 11: North America Siding and Decking Market Revenue Million Forecast, by Region 2019 & 2032
- Table 12: North America Siding and Decking Market Volume Squar foot Forecast, by Region 2019 & 2032
- Table 13: North America Siding and Decking Market Revenue Million Forecast, by Country 2019 & 2032
- Table 14: North America Siding and Decking Market Volume Squar foot Forecast, by Country 2019 & 2032
- Table 15: United States North America Siding and Decking Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 16: United States North America Siding and Decking Market Volume (Squar foot) Forecast, by Application 2019 & 2032
- Table 17: Canada North America Siding and Decking Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 18: Canada North America Siding and Decking Market Volume (Squar foot) Forecast, by Application 2019 & 2032
- Table 19: Mexico North America Siding and Decking Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 20: Mexico North America Siding and Decking Market Volume (Squar foot) Forecast, by Application 2019 & 2032
- Table 21: Rest of North America North America Siding and Decking Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 22: Rest of North America North America Siding and Decking Market Volume (Squar foot) Forecast, by Application 2019 & 2032
- Table 23: North America Siding and Decking Market Revenue Million Forecast, by Type 2019 & 2032
- Table 24: North America Siding and Decking Market Volume Squar foot Forecast, by Type 2019 & 2032
- Table 25: North America Siding and Decking Market Revenue Million Forecast, by Siding Material 2019 & 2032
- Table 26: North America Siding and Decking Market Volume Squar foot Forecast, by Siding Material 2019 & 2032
- Table 27: North America Siding and Decking Market Revenue Million Forecast, by End User 2019 & 2032
- Table 28: North America Siding and Decking Market Volume Squar foot Forecast, by End User 2019 & 2032
- Table 29: North America Siding and Decking Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 30: North America Siding and Decking Market Volume Squar foot Forecast, by Geography 2019 & 2032
- Table 31: North America Siding and Decking Market Revenue Million Forecast, by Country 2019 & 2032
- Table 32: North America Siding and Decking Market Volume Squar foot Forecast, by Country 2019 & 2032
- Table 33: North America Siding and Decking Market Revenue Million Forecast, by Type 2019 & 2032
- Table 34: North America Siding and Decking Market Volume Squar foot Forecast, by Type 2019 & 2032
- Table 35: North America Siding and Decking Market Revenue Million Forecast, by Siding Material 2019 & 2032
- Table 36: North America Siding and Decking Market Volume Squar foot Forecast, by Siding Material 2019 & 2032
- Table 37: North America Siding and Decking Market Revenue Million Forecast, by End User 2019 & 2032
- Table 38: North America Siding and Decking Market Volume Squar foot Forecast, by End User 2019 & 2032
- Table 39: North America Siding and Decking Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 40: North America Siding and Decking Market Volume Squar foot Forecast, by Geography 2019 & 2032
- Table 41: North America Siding and Decking Market Revenue Million Forecast, by Country 2019 & 2032
- Table 42: North America Siding and Decking Market Volume Squar foot Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the North America Siding and Decking Market?
The projected CAGR is approximately 2.50%.
2. Which companies are prominent players in the North America Siding and Decking Market?
Key companies in the market include Cali Bamboo, Timber Holdings USA, NewTechWood, Kayu Canada, Maibec, Trex Company Inc, Fiberon, Louisiana Pacific Corporation, Fortune Brands, MoistureShield, AZEK Building Products, Westlake Chemical, Woodguard.
3. What are the main segments of the North America Siding and Decking Market?
The market segments include Type, Siding Material, End User, Geography.
4. Can you provide details about the market size?
The market size is estimated to be USD XX Million as of 2022.
5. What are some drivers contributing to market growth?
The Growth in the Hospitality Sector is Shifting to Commercial Smart Kitchen Appliances; Surge in Urban Population and Rise in Expenditure on Home Renovations Driving Market Growth.
6. What are the notable trends driving market growth?
United States is one of the most Expanding Markets.
7. Are there any restraints impacting market growth?
Concerns About Data Privacy Among End Users Can Impedes Market Growth; High Cost of Maintenance and Upkeep.
8. Can you provide examples of recent developments in the market?
N/A
9. What pricing options are available for accessing the report?
Pricing options include single-user, multi-user, and enterprise licenses priced at USD 4750, USD 5250, and USD 8750 respectively.
10. Is the market size provided in terms of value or volume?
The market size is provided in terms of value, measured in Million and volume, measured in Squar foot.
11. Are there any specific market keywords associated with the report?
Yes, the market keyword associated with the report is "North America Siding and Decking Market," which aids in identifying and referencing the specific market segment covered.
12. How do I determine which pricing option suits my needs best?
The pricing options vary based on user requirements and access needs. Individual users may opt for single-user licenses, while businesses requiring broader access may choose multi-user or enterprise licenses for cost-effective access to the report.
13. Are there any additional resources or data provided in the North America Siding and Decking Market report?
While the report offers comprehensive insights, it's advisable to review the specific contents or supplementary materials provided to ascertain if additional resources or data are available.
14. How can I stay updated on further developments or reports in the North America Siding and Decking Market?
To stay informed about further developments, trends, and reports in the North America Siding and Decking Market, consider subscribing to industry newsletters, following relevant companies and organizations, or regularly checking reputable industry news sources and publications.
Methodology
Step 1 - Identification of Relevant Samples Size from Population Database



Step 2 - Approaches for Defining Global Market Size (Value, Volume* & Price*)

Note*: In applicable scenarios
Step 3 - Data Sources
Primary Research
- Web Analytics
- Survey Reports
- Research Institute
- Latest Research Reports
- Opinion Leaders
Secondary Research
- Annual Reports
- White Paper
- Latest Press Release
- Industry Association
- Paid Database
- Investor Presentations

Step 4 - Data Triangulation
Involves using different sources of information in order to increase the validity of a study
These sources are likely to be stakeholders in a program - participants, other researchers, program staff, other community members, and so on.
Then we put all data in single framework & apply various statistical tools to find out the dynamic on the market.
During the analysis stage, feedback from the stakeholder groups would be compared to determine areas of agreement as well as areas of divergence