Key Insights
The Vendor Management Software (VMS) market is experiencing robust growth, driven by the increasing need for streamlined vendor onboarding, risk mitigation, and improved compliance across diverse industries. The market's compound annual growth rate (CAGR) of 14% from 2019-2033 indicates a significant expansion, projected to reach a substantial market size. This growth is fueled by several key factors, including the rising adoption of cloud-based solutions offering scalability and accessibility, the escalating demand for improved supply chain visibility and efficiency, and the growing pressure on organizations to meet stringent regulatory requirements. The retail, BFSI (Banking, Financial Services, and Insurance), and manufacturing sectors are major contributors to market growth, leveraging VMS to optimize vendor relationships, manage performance, and reduce operational costs. The transition to cloud-based deployments is a dominant trend, offering flexible pricing models, enhanced collaboration, and reduced IT infrastructure burdens for businesses of all sizes. However, challenges such as integration complexities with existing systems, data security concerns, and the need for ongoing training and support can potentially restrain market growth.
The competitive landscape is dynamic, with established players like IBM and SAP alongside specialized VMS providers such as Ncontracts and Coupa Software. These companies are continuously innovating to offer advanced features like AI-powered risk assessment, automated contract management, and comprehensive performance tracking. The North American market currently holds a significant share, owing to the early adoption of VMS and the presence of key technology players. However, Asia-Pacific is expected to witness substantial growth in the coming years due to increasing digitalization and the expansion of various industries in the region. Overall, the VMS market is poised for continued expansion, driven by technological advancements, evolving regulatory frameworks, and the growing recognition of the strategic value of effective vendor management. The focus will be on solutions that address the unique needs of specific industries, offer seamless integrations, and deliver robust security features.

Vendor Management Software Industry Report: 2019-2033
This comprehensive report provides an in-depth analysis of the Vendor Management Software (VMS) industry, offering invaluable insights for industry professionals, investors, and strategic decision-makers. The report covers the period 2019-2033, with a focus on the forecast period 2025-2033, using 2025 as the base year. The market is valued at $XX Million in 2025 and is projected to reach $XX Million by 2033, exhibiting a CAGR of XX%.
Vendor Management Software Industry Market Structure & Innovation Trends
The Vendor Management Software market is characterized by a blend of established players and emerging niche providers. Market concentration is moderate, with a few dominant players holding significant market share, but a substantial number of smaller companies catering to specialized segments. Ncontracts LLC, IBM Corporation, Coupa Software Inc, and SAP SE represent some of the key players, collectively holding an estimated XX% market share in 2025. Innovation is driven by the increasing need for enhanced security, automation, and regulatory compliance in vendor relationships. The regulatory landscape, particularly concerning data privacy (GDPR, CCPA, etc.), is a significant driver of innovation, pushing companies to develop solutions that meet stringent compliance requirements. Product substitutes, such as manual processes and basic spreadsheet management, are gradually being replaced due to their inefficiency and scalability limitations. Mergers and acquisitions (M&A) activity is fairly common in the sector, with an estimated $XX Million in M&A deal values in 2024. Recent activities demonstrate a focus on expanding functionalities and market reach.
- Market Concentration: Moderate, with top players holding XX% market share (2025).
- Innovation Drivers: Enhanced security, automation, regulatory compliance.
- Regulatory Frameworks: GDPR, CCPA, and other regional regulations significantly influence market trends.
- M&A Activity: $XX Million in deal values in 2024 (estimated).

Vendor Management Software Industry Market Dynamics & Trends
The VMS market is experiencing robust growth, fueled by several key factors. The increasing complexity of global supply chains, coupled with the need for greater transparency and risk mitigation, is driving the adoption of VMS solutions across diverse industries. Technological disruptions, such as the rise of AI and machine learning, are leading to the development of more sophisticated and automated VMS platforms. Consumer preferences are shifting towards cloud-based solutions, due to their scalability, cost-effectiveness, and ease of deployment. Intense competitive dynamics are pushing vendors to innovate and offer differentiated value propositions. Market penetration remains relatively low, suggesting significant growth potential, particularly in emerging markets and smaller businesses. The overall market is expected to reach a penetration rate of XX% by 2033.

Dominant Regions & Segments in Vendor Management Software Industry
North America currently dominates the VMS market, driven by a high concentration of large enterprises, robust technological infrastructure, and stringent regulatory requirements. Within North America, the US holds the largest market share, followed by Canada. The cloud deployment segment is experiencing the fastest growth, surpassing the on-premise segment due to its flexibility and scalability. The BFSI (Banking, Financial Services, and Insurance) sector is a major adopter of VMS solutions, owing to its rigorous regulatory scrutiny and need for enhanced security. However, other end-user industries like Retail, Manufacturing, and IT & Telecommunications are showing significant growth, indicating broadening market reach.
- Key Drivers of North American Dominance: Strong technological infrastructure, high concentration of large enterprises, stringent regulatory environment.
- Fastest-Growing Segment: Cloud deployment, driven by scalability and cost-effectiveness.
- Leading End-user Industry: BFSI, followed by Retail, Manufacturing, and IT & Telecommunications.
Vendor Management Software Industry Product Innovations
Recent innovations in VMS software focus on enhancing automation, integrating AI/ML for improved risk assessment, and enhancing data security and compliance features. This leads to streamlined vendor onboarding processes, improved risk management capabilities, and better compliance with industry-specific regulations. The emphasis is on user-friendly interfaces, seamless integration with existing enterprise systems, and robust reporting and analytics functionalities. The market fits this trend well, as businesses seek solutions that can manage increasingly complex vendor relationships more effectively and efficiently.
Report Scope & Segmentation Analysis
This report segments the VMS market by deployment (on-premise, cloud) and end-user industry (Retail, BFSI, Manufacturing, IT & Telecommunications, Other). Each segment’s growth trajectory, market size, and competitive dynamics are comprehensively analyzed. The cloud segment is projected to experience faster growth than the on-premise segment due to its scalability, accessibility, and cost-effectiveness. Within end-user industries, BFSI exhibits high adoption rates, driven by regulatory demands, while other sectors are showing increasing traction.
Key Drivers of Vendor Management Software Industry Growth
Several factors are driving the growth of the VMS market. Stringent regulatory compliance requirements, particularly in sectors like BFSI, necessitate robust vendor management solutions. The increasing complexity of global supply chains demands enhanced transparency and risk management. The rising adoption of cloud-based technologies provides cost-effective and scalable solutions. Furthermore, the growing awareness of cybersecurity threats and the need to mitigate them fuels the demand for secure and reliable VMS systems.
Challenges in the Vendor Management Software Industry Sector
Challenges include the high initial investment cost for implementing VMS solutions, particularly for smaller businesses. Integration complexities with existing enterprise systems can hinder smooth adoption. The need to maintain data security and privacy, in compliance with stringent regulations, requires significant investments in cybersecurity infrastructure. Competitive pressures are also forcing vendors to offer increasingly sophisticated and cost-effective solutions to maintain market share. These factors collectively could result in a XX% reduction in market growth if not mitigated effectively.
Emerging Opportunities in Vendor Management Software Industry
Emerging opportunities lie in the expansion into untapped markets, particularly in developing economies with growing businesses and increasingly complex supply chains. The integration of advanced technologies such as AI and machine learning holds significant promise for automating tasks and enhancing risk management capabilities. The increasing adoption of cloud-based solutions presents opportunities for vendors offering flexible, scalable, and cost-effective VMS platforms. Expansion of service offerings into areas like vendor performance management and contract lifecycle management will also be key growth drivers.
Leading Players in the Vendor Management Software Industry Market
- Ncontracts LLC
- IBM Corporation
- HICX Solutions
- Intelex Technologies Inc
- Coupa Software Inc
- LogicManager Inc
- SalesWarp
- MetricStream Inc
- MasterControl Inc
- Quantivate LLC
- Gatekeeper
- SAP SE
Key Developments in Vendor Management Software Industry
- May 2022: CUNA Strategic Services (CSS) chose CUVM, the LEVERAGE vendor management system, as an alliance supplier, expanding access to VMS solutions for credit unions.
- March 2022: PayMyTuition launched automatic vendor management software for educational institutions, enhancing security and streamlining payments.
Future Outlook for Vendor Management Software Industry Market
The future of the VMS market is bright, with strong growth potential driven by increasing demand for secure, automated, and compliant vendor management solutions. The continued adoption of cloud-based technologies, advancements in AI/ML, and expansion into new markets will fuel further growth. Strategic partnerships and acquisitions will reshape the competitive landscape, leading to the consolidation of market share among leading players. The market is poised for significant expansion, particularly within the growing adoption rates from SMEs and further penetration in emerging economies.
Vendor Management Software Industry Segmentation
-
1. Deployment
- 1.1. On-premise
- 1.2. Cloud
-
2. End-user Industry
- 2.1. Retail
- 2.2. BFSI
- 2.3. Manufacturing
- 2.4. IT & Telecommunications
- 2.5. Other End-user Industries
Vendor Management Software Industry Segmentation By Geography
- 1. North America
- 2. Europe
- 3. Asia
- 4. Australia and New Zealand
- 5. Latin America
- 6. Middle East and Africa

Vendor Management Software Industry 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 14.00% 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. Increasing Need to Minimize the Administrative Costs; Increased Adoption of Cloud Based Computing
- 3.3. Market Restrains
- 3.3.1. High Implementation and Maintenance Cost
- 3.4. Market Trends
- 3.4.1. Retail Sector is Expected to Hold the Largest Share
- 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. Vendor Management Software Industry Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Deployment
- 5.1.1. On-premise
- 5.1.2. Cloud
- 5.2. Market Analysis, Insights and Forecast - by End-user Industry
- 5.2.1. Retail
- 5.2.2. BFSI
- 5.2.3. Manufacturing
- 5.2.4. IT & Telecommunications
- 5.2.5. Other End-user Industries
- 5.3. Market Analysis, Insights and Forecast - by Region
- 5.3.1. North America
- 5.3.2. Europe
- 5.3.3. Asia
- 5.3.4. Australia and New Zealand
- 5.3.5. Latin America
- 5.3.6. Middle East and Africa
- 5.1. Market Analysis, Insights and Forecast - by Deployment
- 6. North America Vendor Management Software Industry Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Deployment
- 6.1.1. On-premise
- 6.1.2. Cloud
- 6.2. Market Analysis, Insights and Forecast - by End-user Industry
- 6.2.1. Retail
- 6.2.2. BFSI
- 6.2.3. Manufacturing
- 6.2.4. IT & Telecommunications
- 6.2.5. Other End-user Industries
- 6.1. Market Analysis, Insights and Forecast - by Deployment
- 7. Europe Vendor Management Software Industry Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Deployment
- 7.1.1. On-premise
- 7.1.2. Cloud
- 7.2. Market Analysis, Insights and Forecast - by End-user Industry
- 7.2.1. Retail
- 7.2.2. BFSI
- 7.2.3. Manufacturing
- 7.2.4. IT & Telecommunications
- 7.2.5. Other End-user Industries
- 7.1. Market Analysis, Insights and Forecast - by Deployment
- 8. Asia Vendor Management Software Industry Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Deployment
- 8.1.1. On-premise
- 8.1.2. Cloud
- 8.2. Market Analysis, Insights and Forecast - by End-user Industry
- 8.2.1. Retail
- 8.2.2. BFSI
- 8.2.3. Manufacturing
- 8.2.4. IT & Telecommunications
- 8.2.5. Other End-user Industries
- 8.1. Market Analysis, Insights and Forecast - by Deployment
- 9. Australia and New Zealand Vendor Management Software Industry Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - by Deployment
- 9.1.1. On-premise
- 9.1.2. Cloud
- 9.2. Market Analysis, Insights and Forecast - by End-user Industry
- 9.2.1. Retail
- 9.2.2. BFSI
- 9.2.3. Manufacturing
- 9.2.4. IT & Telecommunications
- 9.2.5. Other End-user Industries
- 9.1. Market Analysis, Insights and Forecast - by Deployment
- 10. Latin America Vendor Management Software Industry Analysis, Insights and Forecast, 2019-2031
- 10.1. Market Analysis, Insights and Forecast - by Deployment
- 10.1.1. On-premise
- 10.1.2. Cloud
- 10.2. Market Analysis, Insights and Forecast - by End-user Industry
- 10.2.1. Retail
- 10.2.2. BFSI
- 10.2.3. Manufacturing
- 10.2.4. IT & Telecommunications
- 10.2.5. Other End-user Industries
- 10.1. Market Analysis, Insights and Forecast - by Deployment
- 11. Middle East and Africa Vendor Management Software Industry Analysis, Insights and Forecast, 2019-2031
- 11.1. Market Analysis, Insights and Forecast - by Deployment
- 11.1.1. On-premise
- 11.1.2. Cloud
- 11.2. Market Analysis, Insights and Forecast - by End-user Industry
- 11.2.1. Retail
- 11.2.2. BFSI
- 11.2.3. Manufacturing
- 11.2.4. IT & Telecommunications
- 11.2.5. Other End-user Industries
- 11.1. Market Analysis, Insights and Forecast - by Deployment
- 12. North America Vendor Management Software Industry Analysis, Insights and Forecast, 2019-2031
- 12.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 12.1.1.
- 13. Europe Vendor Management Software Industry Analysis, Insights and Forecast, 2019-2031
- 13.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 13.1.1.
- 14. Asia Pacific Vendor Management Software Industry Analysis, Insights and Forecast, 2019-2031
- 14.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 14.1.1.
- 15. Latin America Vendor Management Software Industry Analysis, Insights and Forecast, 2019-2031
- 15.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 15.1.1.
- 16. Middle East and Africa Vendor Management Software Industry Analysis, Insights and Forecast, 2019-2031
- 16.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 16.1.1.
- 17. Competitive Analysis
- 17.1. Market Share Analysis 2024
- 17.2. Company Profiles
- 17.2.1 Ncontracts LLC
- 17.2.1.1. Overview
- 17.2.1.2. Products
- 17.2.1.3. SWOT Analysis
- 17.2.1.4. Recent Developments
- 17.2.1.5. Financials (Based on Availability)
- 17.2.2 IBM Corporation
- 17.2.2.1. Overview
- 17.2.2.2. Products
- 17.2.2.3. SWOT Analysis
- 17.2.2.4. Recent Developments
- 17.2.2.5. Financials (Based on Availability)
- 17.2.3 HICX Solutions
- 17.2.3.1. Overview
- 17.2.3.2. Products
- 17.2.3.3. SWOT Analysis
- 17.2.3.4. Recent Developments
- 17.2.3.5. Financials (Based on Availability)
- 17.2.4 Intelex Technologies Inc
- 17.2.4.1. Overview
- 17.2.4.2. Products
- 17.2.4.3. SWOT Analysis
- 17.2.4.4. Recent Developments
- 17.2.4.5. Financials (Based on Availability)
- 17.2.5 Coupa Software Inc
- 17.2.5.1. Overview
- 17.2.5.2. Products
- 17.2.5.3. SWOT Analysis
- 17.2.5.4. Recent Developments
- 17.2.5.5. Financials (Based on Availability)
- 17.2.6 LogicManager Inc
- 17.2.6.1. Overview
- 17.2.6.2. Products
- 17.2.6.3. SWOT Analysis
- 17.2.6.4. Recent Developments
- 17.2.6.5. Financials (Based on Availability)
- 17.2.7 SalesWarp
- 17.2.7.1. Overview
- 17.2.7.2. Products
- 17.2.7.3. SWOT Analysis
- 17.2.7.4. Recent Developments
- 17.2.7.5. Financials (Based on Availability)
- 17.2.8 MetricStream Inc
- 17.2.8.1. Overview
- 17.2.8.2. Products
- 17.2.8.3. SWOT Analysis
- 17.2.8.4. Recent Developments
- 17.2.8.5. Financials (Based on Availability)
- 17.2.9 MasterControl Inc
- 17.2.9.1. Overview
- 17.2.9.2. Products
- 17.2.9.3. SWOT Analysis
- 17.2.9.4. Recent Developments
- 17.2.9.5. Financials (Based on Availability)
- 17.2.10 Quantivate LLC *List Not Exhaustive
- 17.2.10.1. Overview
- 17.2.10.2. Products
- 17.2.10.3. SWOT Analysis
- 17.2.10.4. Recent Developments
- 17.2.10.5. Financials (Based on Availability)
- 17.2.11 Gatekeeper
- 17.2.11.1. Overview
- 17.2.11.2. Products
- 17.2.11.3. SWOT Analysis
- 17.2.11.4. Recent Developments
- 17.2.11.5. Financials (Based on Availability)
- 17.2.12 SAP SE
- 17.2.12.1. Overview
- 17.2.12.2. Products
- 17.2.12.3. SWOT Analysis
- 17.2.12.4. Recent Developments
- 17.2.12.5. Financials (Based on Availability)
- 17.2.1 Ncontracts LLC
List of Figures
- Figure 1: Vendor Management Software Industry Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: Vendor Management Software Industry Share (%) by Company 2024
List of Tables
- Table 1: Vendor Management Software Industry Revenue Million Forecast, by Region 2019 & 2032
- Table 2: Vendor Management Software Industry Revenue Million Forecast, by Deployment 2019 & 2032
- Table 3: Vendor Management Software Industry Revenue Million Forecast, by End-user Industry 2019 & 2032
- Table 4: Vendor Management Software Industry Revenue Million Forecast, by Region 2019 & 2032
- Table 5: Vendor Management Software Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 6: Vendor Management Software Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 7: Vendor Management Software Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 8: Vendor Management Software Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 9: Vendor Management Software Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 10: Vendor Management Software Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 11: Vendor Management Software Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 12: Vendor Management Software Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 13: Vendor Management Software Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 14: Vendor Management Software Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 15: Vendor Management Software Industry Revenue Million Forecast, by Deployment 2019 & 2032
- Table 16: Vendor Management Software Industry Revenue Million Forecast, by End-user Industry 2019 & 2032
- Table 17: Vendor Management Software Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 18: Vendor Management Software Industry Revenue Million Forecast, by Deployment 2019 & 2032
- Table 19: Vendor Management Software Industry Revenue Million Forecast, by End-user Industry 2019 & 2032
- Table 20: Vendor Management Software Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 21: Vendor Management Software Industry Revenue Million Forecast, by Deployment 2019 & 2032
- Table 22: Vendor Management Software Industry Revenue Million Forecast, by End-user Industry 2019 & 2032
- Table 23: Vendor Management Software Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 24: Vendor Management Software Industry Revenue Million Forecast, by Deployment 2019 & 2032
- Table 25: Vendor Management Software Industry Revenue Million Forecast, by End-user Industry 2019 & 2032
- Table 26: Vendor Management Software Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 27: Vendor Management Software Industry Revenue Million Forecast, by Deployment 2019 & 2032
- Table 28: Vendor Management Software Industry Revenue Million Forecast, by End-user Industry 2019 & 2032
- Table 29: Vendor Management Software Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 30: Vendor Management Software Industry Revenue Million Forecast, by Deployment 2019 & 2032
- Table 31: Vendor Management Software Industry Revenue Million Forecast, by End-user Industry 2019 & 2032
- Table 32: Vendor Management Software Industry Revenue Million Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the Vendor Management Software Industry?
The projected CAGR is approximately 14.00%.
2. Which companies are prominent players in the Vendor Management Software Industry?
Key companies in the market include Ncontracts LLC, IBM Corporation, HICX Solutions, Intelex Technologies Inc, Coupa Software Inc, LogicManager Inc, SalesWarp, MetricStream Inc, MasterControl Inc, Quantivate LLC *List Not Exhaustive, Gatekeeper, SAP SE.
3. What are the main segments of the Vendor Management Software Industry?
The market segments include Deployment, End-user Industry.
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?
Increasing Need to Minimize the Administrative Costs; Increased Adoption of Cloud Based Computing.
6. What are the notable trends driving market growth?
Retail Sector is Expected to Hold the Largest Share.
7. Are there any restraints impacting market growth?
High Implementation and Maintenance Cost.
8. Can you provide examples of recent developments in the market?
May 2022: CUNA Strategic Services (CSS) chose CUVM, the LEVERAGE vendor management system, as one of only two alliance suppliers of vendor management solutions. CSS builds strategic partnership agreements to provide credit unions with cutting-edge solutions that promote member development and operational excellence. Through this agreement, credit unions will access the whole range of vendor management and regulatory due diligence products and services that CUVM provides.
9. What pricing options are available for accessing the report?
Pricing options include single-user, multi-user, and enterprise licenses priced at USD 3800, USD 4500, and USD 5800 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 "Vendor Management Software Industry," 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 Vendor Management Software Industry 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 Vendor Management Software Industry?
To stay informed about further developments, trends, and reports in the Vendor Management Software Industry, 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