Key Insights
The North American pipeline maintenance market, valued at approximately $15 billion in 2025, is experiencing robust growth, driven by aging pipeline infrastructure, stringent regulatory compliance mandates, and the increasing demand for energy transportation. The market's Compound Annual Growth Rate (CAGR) exceeding 2.50% projects significant expansion through 2033. Key service segments include pigging, flushing and chemical cleaning, pipeline repair and maintenance, and drying, with onshore deployments currently dominating the market share. However, offshore pipeline maintenance is anticipated to witness substantial growth, fueled by expanding offshore energy exploration and production activities. Major players like Intertek, MISTRAS, Plains GP Holdings, and others are actively contributing to market growth through technological advancements and strategic acquisitions, offering a diverse range of services to pipeline operators and energy companies such as Chevron, ExxonMobil, and Kinder Morgan. Competition within the market is intense, with companies focused on improving efficiency, safety, and reducing downtime to maintain a competitive edge.
Growth is further fueled by increasing government investments in infrastructure development and modernization initiatives aimed at enhancing the safety and reliability of existing pipeline networks. However, challenges exist, including fluctuating oil and gas prices that can affect investment in maintenance projects, and the need for skilled labor, posing potential restraints on market growth. The ongoing focus on environmental sustainability and reducing carbon emissions is also expected to influence the market, driving demand for eco-friendly maintenance techniques and solutions. North America, particularly the United States and Canada, represents the largest regional market, benefitting from extensive pipeline networks and robust energy production. Future market growth will depend on continued investment in pipeline infrastructure upgrades, technological innovations focused on predictive maintenance, and regulatory developments.
North America Pipeline Maintenance Market: A Comprehensive Report (2019-2033)
This in-depth report provides a comprehensive analysis of the North America Pipeline Maintenance Market, encompassing market dynamics, growth trends, regional segmentation, product landscape, key players, and future outlook. The study period covers 2019-2033, with 2025 as the base and estimated year. The forecast period spans 2025-2033, and the historical period covers 2019-2024. The market is segmented by service type (Pigging, Flushing & Chemical Cleaning, Pipeline Repair & Maintenance, Drying, Others) and location of deployment (Onshore, Offshore). Key players analyzed include Intertek Group PLC, MISTRAS Group, Plains GP Holdings, Oil States Industries Inc, STATS Group, M&M Pipeline Services LLC, NiGen International L L C, T D Williamson Inc, Chevron Corporation, Energy Transfer LP, EnerMech Ltd, Kinder Morgan, Enterprise Products Partners L P, Baker Hughes A GE Co, American Pipeline Solutions, and ExxonMobil Corporation, among others. The total market value in 2025 is estimated at xx Million.
North America Pipeline Maintenance Market Market Dynamics & Structure
The North American pipeline maintenance market is characterized by a moderately concentrated structure, with several large multinational corporations and numerous smaller specialized service providers competing for market share. The market is driven by technological innovation, stringent regulatory frameworks aimed at ensuring pipeline safety and environmental protection, and the growing demand for efficient pipeline operations. The increasing age of existing pipelines and the need for regular maintenance and repairs are significant growth drivers. Substitutes for pipeline maintenance services are limited, reinforcing the market's growth trajectory.
Market Dynamics:
- Market Concentration: Moderately concentrated, with a few dominant players and numerous smaller firms. The top 5 players hold an estimated xx% market share in 2025.
- Technological Innovation: Advancements in inspection technologies (e.g., smart pigs, drones), robotic repair solutions, and predictive maintenance analytics are driving efficiency and reducing downtime.
- Regulatory Framework: Stringent regulations imposed by agencies like PHMSA (Pipeline and Hazardous Materials Safety Administration) mandate regular inspections and maintenance, driving market demand.
- Competitive Product Substitutes: Limited substitutes exist for specialized pipeline maintenance services.
- End-User Demographics: The primary end-users are pipeline operators, energy companies, and transportation firms. The increasing number of long-distance pipelines fueling the growth of the market.
- M&A Trends: Consolidation is expected to increase, with larger players acquiring smaller firms to expand their service offerings and geographic reach. An estimated xx M&A deals were recorded between 2019 and 2024.
North America Pipeline Maintenance Market Growth Trends & Insights
The North America pipeline maintenance market is projected to experience significant growth during the forecast period (2025-2033). The market size is expected to expand at a Compound Annual Growth Rate (CAGR) of xx% from 2025 to 2033, reaching an estimated value of xx Million by 2033. This growth is primarily driven by factors such as increasing investments in pipeline infrastructure, stringent regulatory compliance requirements, and the growing adoption of advanced maintenance technologies. The market penetration of advanced inspection and repair technologies is expected to increase significantly during this period. Consumer behavior, primarily focused on ensuring pipeline safety and minimizing operational disruptions, is further contributing to the market's expansion. Technological disruptions such as the increased use of data analytics and AI for predictive maintenance are accelerating the industry's efficiency and lowering long-term costs.
Dominant Regions, Countries, or Segments in North America Pipeline Maintenance Market
The onshore segment dominates the North America pipeline maintenance market, accounting for approximately xx% of the total market value in 2025. This dominance is attributed to the extensive network of onshore pipelines across the region, primarily in the United States and Canada. The largest contributing service type is Pipeline Repair & Maintenance, driven by the aging infrastructure and the consequent need for regular repairs.
Key Drivers:
- Extensive Onshore Pipeline Network: The US and Canada possess extensive onshore pipeline networks transporting oil, natural gas, and other crucial resources.
- Aging Pipeline Infrastructure: Many pipelines are nearing the end of their operational lifespan, increasing maintenance demands.
- Government Regulations: Stringent safety and environmental regulations mandate regular pipeline inspections and maintenance.
- Economic Growth: Continued economic expansion necessitates the efficient operation of pipeline networks for resource transportation.
Dominant Regions & Segments:
- United States: Holds the largest market share due to its extensive pipeline network and significant energy production.
- Canada: A significant contributor, primarily due to its oil sands production and extensive pipeline infrastructure.
- Pipeline Repair & Maintenance: This service segment dominates due to the aging infrastructure and the need for frequent repairs.
North America Pipeline Maintenance Market Product Landscape
The North America pipeline maintenance market showcases a diverse product landscape, featuring advanced inspection technologies like smart pigs, remotely operated vehicles (ROVs), and advanced data analytics platforms for predictive maintenance. These technologies improve inspection accuracy, reduce downtime, and optimize maintenance schedules. Manufacturers are increasingly emphasizing the development of cost-effective, environmentally friendly, and efficient solutions to meet the growing demands of pipeline operators. The unique selling propositions of these products often include enhanced safety features, reduced environmental impact, and improved operational efficiency.
Key Drivers, Barriers & Challenges in North America Pipeline Maintenance Market
Key Drivers:
The market is primarily driven by the need to ensure pipeline safety and operational efficiency. Stringent government regulations, the aging pipeline infrastructure, and the increasing demand for energy resources are all contributing to market growth. Technological advancements, such as the development of sophisticated inspection technologies and robotic repair systems, are also fueling market expansion.
Key Challenges & Restraints:
The market faces challenges such as high initial investment costs associated with advanced technologies, the complexity of pipeline maintenance operations, and potential supply chain disruptions. Regulatory compliance can also be complex and costly, acting as a barrier to entry for smaller firms. Competition from established players can be intense, particularly in highly concentrated markets. These factors can limit market growth in the short-term, but the long-term outlook remains positive.
Emerging Opportunities in North America Pipeline Maintenance Market
Emerging opportunities include the expansion into underserved regions, the development of innovative maintenance techniques that minimize environmental impact, and the increasing adoption of digital technologies like AI and machine learning to optimize maintenance schedules and reduce costs. The growing focus on sustainable practices and the development of environmentally friendly pipeline maintenance solutions presents significant opportunities.
Growth Accelerators in the North America Pipeline Maintenance Market Industry
Long-term growth in the North America pipeline maintenance market will be accelerated by technological breakthroughs in non-destructive testing, remote diagnostics, and robotic solutions. Strategic partnerships between pipeline operators and service providers will also contribute to market expansion, as will government initiatives promoting pipeline safety and infrastructure modernization.
Key Players Shaping the North America Pipeline Maintenance Market Market
- Intertek Group PLC
- MISTRAS Group
- Plains GP Holdings
- Oil States Industries Inc
- STATS Group
- M&M Pipeline Services LLC
- NiGen International L L C
- T D Williamson Inc
- Chevron Corporation
- Pipeline Operators
- Energy Transfer LP
- EnerMech Ltd
- Kinder Morgan
- Enterprise Products Partners L P
- Baker Hughes A GE Co
- American Pipeline Solutions
- ExxonMobil Corporation
- Pipeline Maintenance Services Providers
Notable Milestones in North America Pipeline Maintenance Market Sector
- 2020: Increased focus on digitalization and remote monitoring of pipelines due to the COVID-19 pandemic.
- 2021: Several significant investments in pipeline inspection and repair technologies by major players.
- 2022: Introduction of new regulatory guidelines emphasizing enhanced pipeline safety and environmental protection.
- 2023: Several mergers and acquisitions in the pipeline maintenance sector to consolidate market share.
- 2024: Growing adoption of AI-powered predictive maintenance solutions.
In-Depth North America Pipeline Maintenance Market Market Outlook
The North America pipeline maintenance market is poised for sustained growth, driven by continuous infrastructure upgrades, stringent regulatory compliance, and advancements in inspection and repair technologies. Strategic partnerships, technological innovation, and a growing focus on operational efficiency will shape the market landscape in the coming years, creating substantial opportunities for both established players and new entrants. The market's future is bright, with projections indicating significant expansion and a strong demand for advanced pipeline maintenance solutions.
North America Pipeline Maintenance Market Segmentation
-
1. Service Type
- 1.1. Pigging
- 1.2. Flushing & Chemical Cleaning
- 1.3. Pipeline Repair & Maintenance
- 1.4. Drying
- 1.5. Others
-
2. Location of Deployment
- 2.1. Onshore
- 2.2. Offshore
-
3. Geography
- 3.1. United States
- 3.2. Canada
- 3.3. Rest of North America
North America Pipeline Maintenance Market Segmentation By Geography
- 1. United States
- 2. Canada
- 3. Rest of North America
North America Pipeline Maintenance 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. 4.; Increasing Gas Production and Infrastructure4.; Increasing Exploration and Production Activities
- 3.3. Market Restrains
- 3.3.1. 4.; Increasing Adoption of Clean Power Sources
- 3.4. Market Trends
- 3.4.1. Pipeline Repair & Maintenance Segment to have a Significant Share in the Market
- 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 Pipeline Maintenance Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Service Type
- 5.1.1. Pigging
- 5.1.2. Flushing & Chemical Cleaning
- 5.1.3. Pipeline Repair & Maintenance
- 5.1.4. Drying
- 5.1.5. Others
- 5.2. Market Analysis, Insights and Forecast - by Location of Deployment
- 5.2.1. Onshore
- 5.2.2. Offshore
- 5.3. Market Analysis, Insights and Forecast - by Geography
- 5.3.1. United States
- 5.3.2. Canada
- 5.3.3. Rest of North America
- 5.4. Market Analysis, Insights and Forecast - by Region
- 5.4.1. United States
- 5.4.2. Canada
- 5.4.3. Rest of North America
- 5.1. Market Analysis, Insights and Forecast - by Service Type
- 6. United States North America Pipeline Maintenance Market Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Service Type
- 6.1.1. Pigging
- 6.1.2. Flushing & Chemical Cleaning
- 6.1.3. Pipeline Repair & Maintenance
- 6.1.4. Drying
- 6.1.5. Others
- 6.2. Market Analysis, Insights and Forecast - by Location of Deployment
- 6.2.1. Onshore
- 6.2.2. Offshore
- 6.3. Market Analysis, Insights and Forecast - by Geography
- 6.3.1. United States
- 6.3.2. Canada
- 6.3.3. Rest of North America
- 6.1. Market Analysis, Insights and Forecast - by Service Type
- 7. Canada North America Pipeline Maintenance Market Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Service Type
- 7.1.1. Pigging
- 7.1.2. Flushing & Chemical Cleaning
- 7.1.3. Pipeline Repair & Maintenance
- 7.1.4. Drying
- 7.1.5. Others
- 7.2. Market Analysis, Insights and Forecast - by Location of Deployment
- 7.2.1. Onshore
- 7.2.2. Offshore
- 7.3. Market Analysis, Insights and Forecast - by Geography
- 7.3.1. United States
- 7.3.2. Canada
- 7.3.3. Rest of North America
- 7.1. Market Analysis, Insights and Forecast - by Service Type
- 8. Rest of North America North America Pipeline Maintenance Market Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Service Type
- 8.1.1. Pigging
- 8.1.2. Flushing & Chemical Cleaning
- 8.1.3. Pipeline Repair & Maintenance
- 8.1.4. Drying
- 8.1.5. Others
- 8.2. Market Analysis, Insights and Forecast - by Location of Deployment
- 8.2.1. Onshore
- 8.2.2. Offshore
- 8.3. Market Analysis, Insights and Forecast - by Geography
- 8.3.1. United States
- 8.3.2. Canada
- 8.3.3. Rest of North America
- 8.1. Market Analysis, Insights and Forecast - by Service Type
- 9. United States North America Pipeline Maintenance Market Analysis, Insights and Forecast, 2019-2031
- 10. Canada North America Pipeline Maintenance Market Analysis, Insights and Forecast, 2019-2031
- 11. Mexico North America Pipeline Maintenance Market Analysis, Insights and Forecast, 2019-2031
- 12. Rest of North America North America Pipeline Maintenance Market Analysis, Insights and Forecast, 2019-2031
- 13. Competitive Analysis
- 13.1. Market Share Analysis 2024
- 13.2. Company Profiles
- 13.2.1 Intertek Group PLC
- 13.2.1.1. Overview
- 13.2.1.2. Products
- 13.2.1.3. SWOT Analysis
- 13.2.1.4. Recent Developments
- 13.2.1.5. Financials (Based on Availability)
- 13.2.2 MISTRAS Group*List Not Exhaustive
- 13.2.2.1. Overview
- 13.2.2.2. Products
- 13.2.2.3. SWOT Analysis
- 13.2.2.4. Recent Developments
- 13.2.2.5. Financials (Based on Availability)
- 13.2.3 Plains GP Holdings
- 13.2.3.1. Overview
- 13.2.3.2. Products
- 13.2.3.3. SWOT Analysis
- 13.2.3.4. Recent Developments
- 13.2.3.5. Financials (Based on Availability)
- 13.2.4 Oil States Industries Inc
- 13.2.4.1. Overview
- 13.2.4.2. Products
- 13.2.4.3. SWOT Analysis
- 13.2.4.4. Recent Developments
- 13.2.4.5. Financials (Based on Availability)
- 13.2.5 STATS Group
- 13.2.5.1. Overview
- 13.2.5.2. Products
- 13.2.5.3. SWOT Analysis
- 13.2.5.4. Recent Developments
- 13.2.5.5. Financials (Based on Availability)
- 13.2.6 M&M Pipeline Services LLC
- 13.2.6.1. Overview
- 13.2.6.2. Products
- 13.2.6.3. SWOT Analysis
- 13.2.6.4. Recent Developments
- 13.2.6.5. Financials (Based on Availability)
- 13.2.7 NiGen International L L C
- 13.2.7.1. Overview
- 13.2.7.2. Products
- 13.2.7.3. SWOT Analysis
- 13.2.7.4. Recent Developments
- 13.2.7.5. Financials (Based on Availability)
- 13.2.8 T D Williamson Inc
- 13.2.8.1. Overview
- 13.2.8.2. Products
- 13.2.8.3. SWOT Analysis
- 13.2.8.4. Recent Developments
- 13.2.8.5. Financials (Based on Availability)
- 13.2.9 Chevron Corporation
- 13.2.9.1. Overview
- 13.2.9.2. Products
- 13.2.9.3. SWOT Analysis
- 13.2.9.4. Recent Developments
- 13.2.9.5. Financials (Based on Availability)
- 13.2.10 Pipeline Operators
- 13.2.10.1. Overview
- 13.2.10.2. Products
- 13.2.10.3. SWOT Analysis
- 13.2.10.4. Recent Developments
- 13.2.10.5. Financials (Based on Availability)
- 13.2.11 Energy Transfer LP
- 13.2.11.1. Overview
- 13.2.11.2. Products
- 13.2.11.3. SWOT Analysis
- 13.2.11.4. Recent Developments
- 13.2.11.5. Financials (Based on Availability)
- 13.2.12 EnerMech Ltd
- 13.2.12.1. Overview
- 13.2.12.2. Products
- 13.2.12.3. SWOT Analysis
- 13.2.12.4. Recent Developments
- 13.2.12.5. Financials (Based on Availability)
- 13.2.13 Kinder Morgan
- 13.2.13.1. Overview
- 13.2.13.2. Products
- 13.2.13.3. SWOT Analysis
- 13.2.13.4. Recent Developments
- 13.2.13.5. Financials (Based on Availability)
- 13.2.14 Enterprise Products Partners L P
- 13.2.14.1. Overview
- 13.2.14.2. Products
- 13.2.14.3. SWOT Analysis
- 13.2.14.4. Recent Developments
- 13.2.14.5. Financials (Based on Availability)
- 13.2.15 Baker Hughes A GE Co
- 13.2.15.1. Overview
- 13.2.15.2. Products
- 13.2.15.3. SWOT Analysis
- 13.2.15.4. Recent Developments
- 13.2.15.5. Financials (Based on Availability)
- 13.2.16 American Pipeline Solutions
- 13.2.16.1. Overview
- 13.2.16.2. Products
- 13.2.16.3. SWOT Analysis
- 13.2.16.4. Recent Developments
- 13.2.16.5. Financials (Based on Availability)
- 13.2.17 ExxonMobil Corporation
- 13.2.17.1. Overview
- 13.2.17.2. Products
- 13.2.17.3. SWOT Analysis
- 13.2.17.4. Recent Developments
- 13.2.17.5. Financials (Based on Availability)
- 13.2.18 Pipeline Maintenance Services Providers
- 13.2.18.1. Overview
- 13.2.18.2. Products
- 13.2.18.3. SWOT Analysis
- 13.2.18.4. Recent Developments
- 13.2.18.5. Financials (Based on Availability)
- 13.2.1 Intertek Group PLC
List of Figures
- Figure 1: North America Pipeline Maintenance Market Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: North America Pipeline Maintenance Market Share (%) by Company 2024
List of Tables
- Table 1: North America Pipeline Maintenance Market Revenue Million Forecast, by Region 2019 & 2032
- Table 2: North America Pipeline Maintenance Market Revenue Million Forecast, by Service Type 2019 & 2032
- Table 3: North America Pipeline Maintenance Market Revenue Million Forecast, by Location of Deployment 2019 & 2032
- Table 4: North America Pipeline Maintenance Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 5: North America Pipeline Maintenance Market Revenue Million Forecast, by Region 2019 & 2032
- Table 6: North America Pipeline Maintenance Market Revenue Million Forecast, by Country 2019 & 2032
- Table 7: United States North America Pipeline Maintenance Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 8: Canada North America Pipeline Maintenance Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 9: Mexico North America Pipeline Maintenance Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 10: Rest of North America North America Pipeline Maintenance Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 11: North America Pipeline Maintenance Market Revenue Million Forecast, by Service Type 2019 & 2032
- Table 12: North America Pipeline Maintenance Market Revenue Million Forecast, by Location of Deployment 2019 & 2032
- Table 13: North America Pipeline Maintenance Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 14: North America Pipeline Maintenance Market Revenue Million Forecast, by Country 2019 & 2032
- Table 15: North America Pipeline Maintenance Market Revenue Million Forecast, by Service Type 2019 & 2032
- Table 16: North America Pipeline Maintenance Market Revenue Million Forecast, by Location of Deployment 2019 & 2032
- Table 17: North America Pipeline Maintenance Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 18: North America Pipeline Maintenance Market Revenue Million Forecast, by Country 2019 & 2032
- Table 19: North America Pipeline Maintenance Market Revenue Million Forecast, by Service Type 2019 & 2032
- Table 20: North America Pipeline Maintenance Market Revenue Million Forecast, by Location of Deployment 2019 & 2032
- Table 21: North America Pipeline Maintenance Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 22: North America Pipeline Maintenance Market Revenue Million Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the North America Pipeline Maintenance Market?
The projected CAGR is approximately > 2.50%.
2. Which companies are prominent players in the North America Pipeline Maintenance Market?
Key companies in the market include Intertek Group PLC, MISTRAS Group*List Not Exhaustive, Plains GP Holdings, Oil States Industries Inc, STATS Group, M&M Pipeline Services LLC, NiGen International L L C, T D Williamson Inc, Chevron Corporation, Pipeline Operators, Energy Transfer LP, EnerMech Ltd, Kinder Morgan, Enterprise Products Partners L P, Baker Hughes A GE Co, American Pipeline Solutions, ExxonMobil Corporation, Pipeline Maintenance Services Providers.
3. What are the main segments of the North America Pipeline Maintenance Market?
The market segments include Service Type, Location of Deployment, 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?
4.; Increasing Gas Production and Infrastructure4.; Increasing Exploration and Production Activities.
6. What are the notable trends driving market growth?
Pipeline Repair & Maintenance Segment to have a Significant Share in the Market.
7. Are there any restraints impacting market growth?
4.; Increasing Adoption of Clean Power Sources.
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.
11. Are there any specific market keywords associated with the report?
Yes, the market keyword associated with the report is "North America Pipeline Maintenance 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 Pipeline Maintenance 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 Pipeline Maintenance Market?
To stay informed about further developments, trends, and reports in the North America Pipeline Maintenance 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
