Key Insights
The global travel expense processing market is experiencing robust growth, driven by the increasing adoption of cloud-based solutions, the need for improved expense management, and the rising demand for automation in businesses of all sizes. The market's expansion is fueled by several key factors, including the escalating volume of business travel, the growing complexity of expense reporting, and the stringent regulatory compliance requirements across various industries. Companies are increasingly seeking integrated solutions that streamline the entire expense process, from expense capture and approval to reconciliation and reporting, leading to increased efficiency and reduced operational costs. This shift towards digitalization is further enhanced by the integration of expense management tools with other enterprise resource planning (ERP) systems, offering seamless data flow and improved visibility into spending patterns. The market is witnessing a rise in the adoption of mobile-friendly applications, making expense reporting more convenient for employees on the go.
While the market demonstrates significant growth potential, certain restraints exist. These include challenges in integrating legacy systems with new expense management software, resistance to change among employees accustomed to traditional methods, and concerns regarding data security and privacy. However, the benefits of improved efficiency, reduced errors, and enhanced compliance are overcoming these hurdles, ultimately driving market adoption. The competitive landscape is dynamic, featuring both established players like SAP Concur and emerging innovative solutions from companies such as Expensify and Zoho Expense. These providers are continually innovating to enhance their offerings, adding features such as AI-powered expense recognition, real-time expense tracking, and advanced analytics to cater to evolving customer needs. The forecast suggests continued substantial growth, particularly in regions with a high concentration of multinational corporations and burgeoning small and medium-sized enterprises (SMEs).

Travel Expenses Processing Market Report: 2019-2033
This comprehensive report provides an in-depth analysis of the global Travel Expenses Processing market, forecasting robust growth from $XX million in 2025 to $XX million by 2033, exhibiting a CAGR of XX%. Targeting industry professionals, investors, and strategic decision-makers, this report delivers crucial insights into market dynamics, growth trends, competitive landscapes, and future opportunities within the parent market of Travel Management and the child market of Expense Management Software. The study period spans 2019-2033, with 2025 serving as the base and estimated year.
Travel Expenses Processing Market Dynamics & Structure
The Travel Expenses Processing market is characterized by a moderately concentrated landscape, with key players such as Concur (SAP), Expensify, and Certify holding significant market share. Technological innovation, particularly in automation and AI-driven expense reporting, is a major growth driver. Stringent regulatory compliance requirements, particularly regarding data privacy and security, significantly influence market dynamics. The market faces competition from alternative methods of expense tracking, although the increasing complexity and volume of business travel are bolstering demand for automated solutions. Mergers and acquisitions (M&A) activity has been relatively moderate over the past few years, with a total of xx deals recorded between 2019 and 2024, primarily focused on enhancing technological capabilities and expanding market reach.
- Market Concentration: Moderately concentrated, with top 5 players holding approximately xx% market share in 2025.
- Innovation Drivers: AI-powered automation, mobile-first solutions, integrated travel booking platforms.
- Regulatory Frameworks: GDPR, CCPA, and other data privacy regulations are key influencing factors.
- Competitive Substitutes: Manual expense tracking, basic spreadsheet solutions.
- M&A Activity: xx deals between 2019 and 2024, focused on technology and market expansion.
- End-User Demographics: Predominantly SMEs and large enterprises across various industries.
Travel Expenses Processing Growth Trends & Insights
The Travel Expenses Processing market has witnessed substantial growth during the historical period (2019-2024), driven by increasing business travel, the adoption of cloud-based solutions, and a rising need for efficient expense management. The market size expanded from $XX million in 2019 to $XX million in 2024. Adoption rates are particularly high in developed economies, with a market penetration of xx% in 2025. Technological disruptions, such as the rise of mobile expense reporting apps and AI-powered automation, have significantly accelerated market growth. Consumer behavior shifts towards greater transparency and real-time expense tracking are also influencing market dynamics. The forecast period (2025-2033) anticipates continued growth, fueled by technological advancements, increasing globalization, and evolving business travel patterns.

Dominant Regions, Countries, or Segments in Travel Expenses Processing
North America currently dominates the Travel Expenses Processing market, holding approximately xx% market share in 2025, followed by Europe and Asia-Pacific. This dominance is driven by factors such as higher business travel expenditure, advanced technological infrastructure, and early adoption of expense management solutions. The US holds the largest share within North America due to a mature market and high concentration of multinational corporations. However, rapid growth is expected in Asia-Pacific regions like India and China due to economic expansion and rising business travel.
- Key Drivers in North America: High business travel expenditure, well-developed IT infrastructure, early adoption of technology.
- Key Drivers in Asia-Pacific: Rapid economic growth, increasing business travel, rising smartphone penetration.
- Market Share: North America (xx%), Europe (xx%), Asia-Pacific (xx%), Rest of World (xx%) in 2025.
- Growth Potential: High growth projected for Asia-Pacific in the forecast period due to increasing digitalization and economic expansion.
Travel Expenses Processing Product Landscape
The Travel Expenses Processing market offers a diverse range of products, from basic expense tracking software to sophisticated platforms with AI-powered automation and integrated travel booking functionalities. These solutions vary in pricing, features, and scalability, catering to the diverse needs of different organizations. Unique selling propositions include real-time expense visibility, policy compliance enforcement, and seamless integration with accounting systems. Technological advancements, such as machine learning for expense categorization and fraud detection, are continuously enhancing product performance and user experience.
Key Drivers, Barriers & Challenges in Travel Expenses Processing
Key Drivers: Increasing business travel volume, the growing need for efficient expense management, technological advancements (AI, automation), and regulatory compliance mandates drive market growth.
Key Challenges: Integration complexities with existing ERP systems, data security concerns, high implementation costs, and resistance to adopting new technologies pose significant challenges to market expansion. The competitive landscape also presents considerable pressure, with companies continuously striving for differentiation through innovation. Supply chain disruptions impacting the availability of certain technologies and skilled professionals also contribute to market challenges.
Emerging Opportunities in Travel Expenses Processing
Emerging opportunities lie in the integration of travel expenses processing with broader travel management platforms, leveraging AI and machine learning for more accurate expense forecasting and budgeting, and the expansion into untapped markets, particularly in developing economies with rapidly growing business travel sectors. The focus on personalized user experiences and enhanced mobile functionalities also presents significant opportunities.
Growth Accelerators in the Travel Expenses Processing Industry
Strategic partnerships between expense management software providers and travel agencies or booking platforms are accelerating market growth. Technological breakthroughs, especially in AI and automation, are significantly streamlining expense reporting processes. Furthermore, expansion into new geographical markets and the development of niche solutions tailored to specific industries are contributing to sustained growth.
Key Players Shaping the Travel Expenses Processing Market
- Concur (SAP)
- Expensify
- Certify
- Rydoo
- Zoho Expense
- TripActions
- Abacus
- TravelPerk
- Xpenditure
- Nexpay
Notable Milestones in Travel Expenses Processing Sector
- 2020: Launch of AI-powered expense reporting features by several major players.
- 2021: Increased adoption of cloud-based expense management solutions due to remote work trends.
- 2022: Significant investments in mobile app development and user experience enhancements.
- 2023: Several mergers and acquisitions aimed at expanding product portfolios and market reach.
- 2024: Growing focus on data security and compliance with data privacy regulations.
In-Depth Travel Expenses Processing Market Outlook
The Travel Expenses Processing market is poised for continued robust growth, driven by technological innovation, increasing business travel, and the growing need for efficient expense management solutions. Strategic partnerships, expansion into new markets, and advancements in AI and automation will be key factors driving future market potential. Companies that effectively leverage these opportunities and adapt to evolving consumer needs are well-positioned to succeed in this dynamic market.
Travel Expenses Processing Segmentation
-
1. Application
- 1.1. Large enterprises
- 1.2. SMEs
-
2. Type
- 2.1. Cloud-Based
- 2.2. On-Premises
Travel Expenses Processing Segmentation By Geography
-
1. North America
- 1.1. United States
- 1.2. Canada
- 1.3. Mexico
-
2. South America
- 2.1. Brazil
- 2.2. Argentina
- 2.3. Rest of South America
-
3. Europe
- 3.1. United Kingdom
- 3.2. Germany
- 3.3. France
- 3.4. Italy
- 3.5. Spain
- 3.6. Russia
- 3.7. Benelux
- 3.8. Nordics
- 3.9. Rest of Europe
-
4. Middle East & Africa
- 4.1. Turkey
- 4.2. Israel
- 4.3. GCC
- 4.4. North Africa
- 4.5. South Africa
- 4.6. Rest of Middle East & Africa
-
5. Asia Pacific
- 5.1. China
- 5.2. India
- 5.3. Japan
- 5.4. South Korea
- 5.5. ASEAN
- 5.6. Oceania
- 5.7. Rest of Asia Pacific

Travel Expenses Processing 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 XXX% 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
- 3.3. Market Restrains
- 3.4. Market Trends
- 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. Global Travel Expenses Processing Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Application
- 5.1.1. Large enterprises
- 5.1.2. SMEs
- 5.2. Market Analysis, Insights and Forecast - by Type
- 5.2.1. Cloud-Based
- 5.2.2. On-Premises
- 5.3. Market Analysis, Insights and Forecast - by Region
- 5.3.1. North America
- 5.3.2. South America
- 5.3.3. Europe
- 5.3.4. Middle East & Africa
- 5.3.5. Asia Pacific
- 5.1. Market Analysis, Insights and Forecast - by Application
- 6. North America Travel Expenses Processing Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Application
- 6.1.1. Large enterprises
- 6.1.2. SMEs
- 6.2. Market Analysis, Insights and Forecast - by Type
- 6.2.1. Cloud-Based
- 6.2.2. On-Premises
- 6.1. Market Analysis, Insights and Forecast - by Application
- 7. South America Travel Expenses Processing Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Application
- 7.1.1. Large enterprises
- 7.1.2. SMEs
- 7.2. Market Analysis, Insights and Forecast - by Type
- 7.2.1. Cloud-Based
- 7.2.2. On-Premises
- 7.1. Market Analysis, Insights and Forecast - by Application
- 8. Europe Travel Expenses Processing Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Application
- 8.1.1. Large enterprises
- 8.1.2. SMEs
- 8.2. Market Analysis, Insights and Forecast - by Type
- 8.2.1. Cloud-Based
- 8.2.2. On-Premises
- 8.1. Market Analysis, Insights and Forecast - by Application
- 9. Middle East & Africa Travel Expenses Processing Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - by Application
- 9.1.1. Large enterprises
- 9.1.2. SMEs
- 9.2. Market Analysis, Insights and Forecast - by Type
- 9.2.1. Cloud-Based
- 9.2.2. On-Premises
- 9.1. Market Analysis, Insights and Forecast - by Application
- 10. Asia Pacific Travel Expenses Processing Analysis, Insights and Forecast, 2019-2031
- 10.1. Market Analysis, Insights and Forecast - by Application
- 10.1.1. Large enterprises
- 10.1.2. SMEs
- 10.2. Market Analysis, Insights and Forecast - by Type
- 10.2.1. Cloud-Based
- 10.2.2. On-Premises
- 10.1. Market Analysis, Insights and Forecast - by Application
- 11. Competitive Analysis
- 11.1. Global Market Share Analysis 2024
- 11.2. Company Profiles
- 11.2.1 Concur (SAP)
- 11.2.1.1. Overview
- 11.2.1.2. Products
- 11.2.1.3. SWOT Analysis
- 11.2.1.4. Recent Developments
- 11.2.1.5. Financials (Based on Availability)
- 11.2.2 Expensify
- 11.2.2.1. Overview
- 11.2.2.2. Products
- 11.2.2.3. SWOT Analysis
- 11.2.2.4. Recent Developments
- 11.2.2.5. Financials (Based on Availability)
- 11.2.3 Certify
- 11.2.3.1. Overview
- 11.2.3.2. Products
- 11.2.3.3. SWOT Analysis
- 11.2.3.4. Recent Developments
- 11.2.3.5. Financials (Based on Availability)
- 11.2.4 Rydoo
- 11.2.4.1. Overview
- 11.2.4.2. Products
- 11.2.4.3. SWOT Analysis
- 11.2.4.4. Recent Developments
- 11.2.4.5. Financials (Based on Availability)
- 11.2.5 Zoho Expense
- 11.2.5.1. Overview
- 11.2.5.2. Products
- 11.2.5.3. SWOT Analysis
- 11.2.5.4. Recent Developments
- 11.2.5.5. Financials (Based on Availability)
- 11.2.6 TripActions
- 11.2.6.1. Overview
- 11.2.6.2. Products
- 11.2.6.3. SWOT Analysis
- 11.2.6.4. Recent Developments
- 11.2.6.5. Financials (Based on Availability)
- 11.2.7 Abacus
- 11.2.7.1. Overview
- 11.2.7.2. Products
- 11.2.7.3. SWOT Analysis
- 11.2.7.4. Recent Developments
- 11.2.7.5. Financials (Based on Availability)
- 11.2.8 TravelPerk
- 11.2.8.1. Overview
- 11.2.8.2. Products
- 11.2.8.3. SWOT Analysis
- 11.2.8.4. Recent Developments
- 11.2.8.5. Financials (Based on Availability)
- 11.2.9 Xpenditure
- 11.2.9.1. Overview
- 11.2.9.2. Products
- 11.2.9.3. SWOT Analysis
- 11.2.9.4. Recent Developments
- 11.2.9.5. Financials (Based on Availability)
- 11.2.10 Nexpay
- 11.2.10.1. Overview
- 11.2.10.2. Products
- 11.2.10.3. SWOT Analysis
- 11.2.10.4. Recent Developments
- 11.2.10.5. Financials (Based on Availability)
- 11.2.1 Concur (SAP)
List of Figures
- Figure 1: Global Travel Expenses Processing Revenue Breakdown (million, %) by Region 2024 & 2032
- Figure 2: North America Travel Expenses Processing Revenue (million), by Application 2024 & 2032
- Figure 3: North America Travel Expenses Processing Revenue Share (%), by Application 2024 & 2032
- Figure 4: North America Travel Expenses Processing Revenue (million), by Type 2024 & 2032
- Figure 5: North America Travel Expenses Processing Revenue Share (%), by Type 2024 & 2032
- Figure 6: North America Travel Expenses Processing Revenue (million), by Country 2024 & 2032
- Figure 7: North America Travel Expenses Processing Revenue Share (%), by Country 2024 & 2032
- Figure 8: South America Travel Expenses Processing Revenue (million), by Application 2024 & 2032
- Figure 9: South America Travel Expenses Processing Revenue Share (%), by Application 2024 & 2032
- Figure 10: South America Travel Expenses Processing Revenue (million), by Type 2024 & 2032
- Figure 11: South America Travel Expenses Processing Revenue Share (%), by Type 2024 & 2032
- Figure 12: South America Travel Expenses Processing Revenue (million), by Country 2024 & 2032
- Figure 13: South America Travel Expenses Processing Revenue Share (%), by Country 2024 & 2032
- Figure 14: Europe Travel Expenses Processing Revenue (million), by Application 2024 & 2032
- Figure 15: Europe Travel Expenses Processing Revenue Share (%), by Application 2024 & 2032
- Figure 16: Europe Travel Expenses Processing Revenue (million), by Type 2024 & 2032
- Figure 17: Europe Travel Expenses Processing Revenue Share (%), by Type 2024 & 2032
- Figure 18: Europe Travel Expenses Processing Revenue (million), by Country 2024 & 2032
- Figure 19: Europe Travel Expenses Processing Revenue Share (%), by Country 2024 & 2032
- Figure 20: Middle East & Africa Travel Expenses Processing Revenue (million), by Application 2024 & 2032
- Figure 21: Middle East & Africa Travel Expenses Processing Revenue Share (%), by Application 2024 & 2032
- Figure 22: Middle East & Africa Travel Expenses Processing Revenue (million), by Type 2024 & 2032
- Figure 23: Middle East & Africa Travel Expenses Processing Revenue Share (%), by Type 2024 & 2032
- Figure 24: Middle East & Africa Travel Expenses Processing Revenue (million), by Country 2024 & 2032
- Figure 25: Middle East & Africa Travel Expenses Processing Revenue Share (%), by Country 2024 & 2032
- Figure 26: Asia Pacific Travel Expenses Processing Revenue (million), by Application 2024 & 2032
- Figure 27: Asia Pacific Travel Expenses Processing Revenue Share (%), by Application 2024 & 2032
- Figure 28: Asia Pacific Travel Expenses Processing Revenue (million), by Type 2024 & 2032
- Figure 29: Asia Pacific Travel Expenses Processing Revenue Share (%), by Type 2024 & 2032
- Figure 30: Asia Pacific Travel Expenses Processing Revenue (million), by Country 2024 & 2032
- Figure 31: Asia Pacific Travel Expenses Processing Revenue Share (%), by Country 2024 & 2032
List of Tables
- Table 1: Global Travel Expenses Processing Revenue million Forecast, by Region 2019 & 2032
- Table 2: Global Travel Expenses Processing Revenue million Forecast, by Application 2019 & 2032
- Table 3: Global Travel Expenses Processing Revenue million Forecast, by Type 2019 & 2032
- Table 4: Global Travel Expenses Processing Revenue million Forecast, by Region 2019 & 2032
- Table 5: Global Travel Expenses Processing Revenue million Forecast, by Application 2019 & 2032
- Table 6: Global Travel Expenses Processing Revenue million Forecast, by Type 2019 & 2032
- Table 7: Global Travel Expenses Processing Revenue million Forecast, by Country 2019 & 2032
- Table 8: United States Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 9: Canada Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 10: Mexico Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 11: Global Travel Expenses Processing Revenue million Forecast, by Application 2019 & 2032
- Table 12: Global Travel Expenses Processing Revenue million Forecast, by Type 2019 & 2032
- Table 13: Global Travel Expenses Processing Revenue million Forecast, by Country 2019 & 2032
- Table 14: Brazil Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 15: Argentina Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 16: Rest of South America Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 17: Global Travel Expenses Processing Revenue million Forecast, by Application 2019 & 2032
- Table 18: Global Travel Expenses Processing Revenue million Forecast, by Type 2019 & 2032
- Table 19: Global Travel Expenses Processing Revenue million Forecast, by Country 2019 & 2032
- Table 20: United Kingdom Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 21: Germany Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 22: France Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 23: Italy Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 24: Spain Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 25: Russia Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 26: Benelux Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 27: Nordics Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 28: Rest of Europe Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 29: Global Travel Expenses Processing Revenue million Forecast, by Application 2019 & 2032
- Table 30: Global Travel Expenses Processing Revenue million Forecast, by Type 2019 & 2032
- Table 31: Global Travel Expenses Processing Revenue million Forecast, by Country 2019 & 2032
- Table 32: Turkey Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 33: Israel Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 34: GCC Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 35: North Africa Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 36: South Africa Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 37: Rest of Middle East & Africa Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 38: Global Travel Expenses Processing Revenue million Forecast, by Application 2019 & 2032
- Table 39: Global Travel Expenses Processing Revenue million Forecast, by Type 2019 & 2032
- Table 40: Global Travel Expenses Processing Revenue million Forecast, by Country 2019 & 2032
- Table 41: China Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 42: India Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 43: Japan Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 44: South Korea Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 45: ASEAN Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 46: Oceania Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
- Table 47: Rest of Asia Pacific Travel Expenses Processing Revenue (million) Forecast, by Application 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the Travel Expenses Processing?
The projected CAGR is approximately XXX%.
2. Which companies are prominent players in the Travel Expenses Processing?
Key companies in the market include Concur (SAP), Expensify, Certify, Rydoo, Zoho Expense, TripActions, Abacus, TravelPerk, Xpenditure, Nexpay.
3. What are the main segments of the Travel Expenses Processing?
The market segments include Application, Type.
4. Can you provide details about the market size?
The market size is estimated to be USD XXX million as of 2022.
5. What are some drivers contributing to market growth?
N/A
6. What are the notable trends driving market growth?
N/A
7. Are there any restraints impacting market growth?
N/A
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 2900.00, USD 4350.00, and USD 5800.00 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 "Travel Expenses Processing," 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 Travel Expenses Processing 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 Travel Expenses Processing?
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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