Key Insights
The North America in-flight catering services market, valued at $3.11 billion in 2025, is projected to experience robust growth, driven by the resurgence of air travel post-pandemic and a rising demand for premium onboard dining experiences. Factors contributing to this growth include the increasing preference for customized meal options catering to diverse dietary needs and preferences, the expansion of airline routes, and a growing focus on enhancing passenger satisfaction through improved food and beverage services. Major players like Flying Food Group LLC, GateGroup, and Lufthansa Service Holding AG are strategically investing in technological advancements, such as improved food safety protocols and efficient logistics, to meet the rising demand and enhance operational efficiency. Furthermore, partnerships with local food suppliers are becoming increasingly common, supporting sustainability initiatives and offering unique regional culinary experiences to passengers. The market’s growth isn't uniform across all segments; premium catering services are anticipated to outperform economy options due to increased spending on luxury travel and a growing willingness to pay for higher quality onboard food.
However, the market faces certain challenges. Fluctuating fuel prices and economic instability can impact airline profitability and, consequently, their investment in catering services. Moreover, stringent regulations regarding food safety and hygiene protocols add to operational complexity and costs. The competitive landscape is intense, with established players facing pressure from new entrants offering innovative catering solutions. Navigating these challenges requires strategic pricing strategies, efficient supply chain management, and a consistent focus on providing high-quality, customizable meal options that cater to the diverse needs of modern air travelers. The forecast period (2025-2033) anticipates a continuation of this growth trajectory, fueled by ongoing investments in the industry and a sustained increase in air passenger numbers. The market is poised for significant expansion, with the North American region holding a substantial market share, primarily driven by the strong presence of major airlines and established catering providers.

North America In-Flight Catering Services Market: A Comprehensive Report (2019-2033)
This comprehensive report provides an in-depth analysis of the North America In-Flight Catering Services market, encompassing market dynamics, growth trends, regional dominance, product landscape, key players, and future outlook. The study period covers 2019-2033, with 2025 as the base and estimated year. This report is crucial for airlines, catering companies, investors, and industry professionals seeking to navigate this dynamic sector. The market is segmented by airline type (domestic vs. international), service type (full-service vs. limited service), and meal type (hot meals, snacks, beverages). The parent market is the broader North American airline industry, while the child market focuses specifically on in-flight catering services. The market size is predicted to reach xx Million by 2033.
North America In-Flight Catering Services Market Market Dynamics & Structure
The North American in-flight catering services market is characterized by a moderately concentrated structure, with several major players holding significant market share. Market concentration is influenced by factors such as economies of scale, logistical capabilities, and established relationships with airlines. Technological innovations, including advancements in food preservation, packaging, and customization options, are key drivers of growth. Stringent regulatory frameworks concerning food safety and hygiene impose significant compliance costs. Competitive pressures arise from substitutes like airline partnerships with external restaurants and pre-ordered meals. End-user demographics, particularly the growing preference for healthier and more diverse meal options, shape market demand. Mergers and acquisitions (M&A) activities have played a role in consolidating market share and expanding service offerings. Within the 2019-2024 historical period, an estimated xx M&A deals were recorded in the sector, contributing to a xx% increase in market concentration.
- Market Concentration: Moderately concentrated, with top 5 players holding approximately xx% market share.
- Technological Innovation: Focus on sustainable packaging, personalized meal options, and improved food safety.
- Regulatory Framework: Stringent food safety regulations impacting operational costs.
- Competitive Substitutes: External restaurant partnerships and pre-ordered meals pose a challenge.
- End-User Demographics: Growing demand for healthier, diverse, and customized meal options.
- M&A Trends: Consolidation through mergers and acquisitions increasing efficiency and market reach.
North America In-Flight Catering Services Market Growth Trends & Insights
The North American in-flight catering services market exhibits robust growth, driven by increasing air passenger traffic, rising disposable incomes, and evolving consumer preferences. The market experienced a compound annual growth rate (CAGR) of xx% during the historical period (2019-2024), reaching a value of xx Million in 2024. This growth is projected to continue during the forecast period (2025-2033), with a predicted CAGR of xx%, driven by factors including technological disruptions, such as the implementation of advanced ordering and delivery systems, and significant shifts in consumer behaviour, which increasingly value convenience, personalization, and sustainability. The market penetration rate has increased from xx% in 2019 to xx% in 2024, further demonstrating the sector’s growth trajectory. The adoption rate of premium in-flight catering services is also rising, reflecting increased passenger willingness to spend on enhanced dining experiences.

Dominant Regions, Countries, or Segments in North America In-Flight Catering Services Market
The major hubs of airline activity in North America, including the Northeast and West Coast regions of the United States, dominate the in-flight catering market due to the high concentration of major airports and international flight operations. Within these regions, specific cities like New York, Los Angeles, and Chicago exhibit particularly high demand owing to their status as major transit points. The international segment shows higher growth potential compared to the domestic segment due to the higher spending capacity of international travelers. Canada's market is also witnessing significant growth, driven by robust tourism and business travel, although still less than the US market.
- Key Drivers:
- High concentration of major airports and international flight operations in specific regions.
- Robust tourism and business travel activity.
- Increasing air passenger traffic, particularly on international routes.
- Dominance Factors:
- Strategic location of catering facilities near major airports.
- Established partnerships with major airlines.
- Superior logistical capabilities and efficient supply chains.
- Market share and growth potential.
North America In-Flight Catering Services Market Product Landscape
The in-flight catering services market encompasses a diverse range of products, including hot and cold meals, snacks, beverages, and special dietary options (vegetarian, vegan, gluten-free, etc.). Recent product innovations have focused on enhancing convenience (e.g., pre-packaged meals), improving food quality and presentation, and incorporating sustainable packaging materials. Performance metrics for in-flight catering services include customer satisfaction ratings, on-time delivery rates, and waste reduction measures. Unique selling propositions include customization options, sustainable practices, and partnerships with renowned chefs or restaurants to deliver exceptional dining experiences.
Key Drivers, Barriers & Challenges in North America In-Flight Catering Services Market
Key Drivers: Increasing air passenger traffic, rising disposable incomes, and the growing preference for higher quality and diverse in-flight meals are key drivers. Technological advancements in food preservation and delivery systems also boost efficiency and reduce waste. Government initiatives promoting sustainable practices in the aviation industry encourage adoption of eco-friendly packaging.
Key Challenges: Fluctuations in fuel prices and air travel demand pose significant uncertainty. Supply chain disruptions and food price volatility impact operational costs. Stringent food safety regulations increase compliance burdens. Intense competition among catering providers necessitates continuous innovation and efficiency improvements. Labor shortages in the food service sector and increasing labor costs negatively impact profitability.
Emerging Opportunities in North America In-Flight Catering Services Market
Emerging trends include increased demand for personalized and customized meal options, growing popularity of healthier and sustainable food choices, and the integration of technology for contactless ordering and delivery systems. Untapped markets include niche dietary needs and regional cuisine preferences. Opportunities exist in partnerships with local restaurants to offer authentic and culturally diverse in-flight dining experiences.
Growth Accelerators in the North America In-Flight Catering Services Market Industry
Technological advancements, particularly in food preservation and packaging, are accelerating growth by allowing for longer shelf life and reducing waste. Strategic partnerships between catering companies and airlines are creating synergies that enhance operational efficiency and service quality. Market expansion strategies, including entering new regions or service types, provide substantial growth potential. The adoption of more sustainable practices is also attracting environmentally conscious consumers and improving the industry's image.
Key Players Shaping the North America In-Flight Catering Services Market Market
- Flying Food Group LLC
- gategroup
- Lufthansa Service Holding AG
- Journey Group PLC
- Fleury Michon America
- Cathay Pacific Catering Services (CLS Catering)
- JetFinity
- Newrest International Group SaS
- DNATA
- SATS Ltd
Notable Milestones in North America In-Flight Catering Services Market Sector
- April 2022: Flying Food Group announces catering for double daily Lufthansa flights between New York JFK and Frankfurt/Munich, expanding its Lufthansa service to Chicago, Los Angeles, Washington, and Newark.
- July 2021: Newrest begins in-flight operations with Delta Airlines and United Airlines, significantly expanding its US market presence.
In-Depth North America In-Flight Catering Services Market Market Outlook
The North America in-flight catering services market is poised for continued growth, driven by the factors outlined above. Strategic investments in technology, sustainable practices, and expansion into new markets will be crucial for sustained success. Companies that effectively adapt to evolving consumer preferences and navigate regulatory changes will be best positioned to capitalize on the market’s future potential. The focus on personalization, sustainability, and technological integration will shape the industry's trajectory over the forecast period.
North America In-Flight Catering Services Market Segmentation
-
1. Aircraft Seating Class
- 1.1. Economy Class
- 1.2. Business Class
- 1.3. First Class
-
2. Flight Service Type
- 2.1. Full-service Carrier
- 2.2. Low-cost Carrier
- 2.3. Hybrid and Other Flight Types
-
3. Geography
- 3.1. United States
- 3.2. Canada
North America In-Flight Catering Services Market Segmentation By Geography
- 1. United States
- 2. Canada

North America In-Flight Catering Services 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 12.86% 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
- 3.4.1. The Hybrid and Other Flight Type Segment Is Expected To Witness Significant Growth During The Forecast Period.
- 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 North America In-Flight Catering Services Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Aircraft Seating Class
- 5.1.1. Economy Class
- 5.1.2. Business Class
- 5.1.3. First Class
- 5.2. Market Analysis, Insights and Forecast - by Flight Service Type
- 5.2.1. Full-service Carrier
- 5.2.2. Low-cost Carrier
- 5.2.3. Hybrid and Other Flight Types
- 5.3. Market Analysis, Insights and Forecast - by Geography
- 5.3.1. United States
- 5.3.2. Canada
- 5.4. Market Analysis, Insights and Forecast - by Region
- 5.4.1. United States
- 5.4.2. Canada
- 5.1. Market Analysis, Insights and Forecast - by Aircraft Seating Class
- 6. United States North America In-Flight Catering Services Market Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Aircraft Seating Class
- 6.1.1. Economy Class
- 6.1.2. Business Class
- 6.1.3. First Class
- 6.2. Market Analysis, Insights and Forecast - by Flight Service Type
- 6.2.1. Full-service Carrier
- 6.2.2. Low-cost Carrier
- 6.2.3. Hybrid and Other Flight Types
- 6.3. Market Analysis, Insights and Forecast - by Geography
- 6.3.1. United States
- 6.3.2. Canada
- 6.1. Market Analysis, Insights and Forecast - by Aircraft Seating Class
- 7. Canada North America In-Flight Catering Services Market Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Aircraft Seating Class
- 7.1.1. Economy Class
- 7.1.2. Business Class
- 7.1.3. First Class
- 7.2. Market Analysis, Insights and Forecast - by Flight Service Type
- 7.2.1. Full-service Carrier
- 7.2.2. Low-cost Carrier
- 7.2.3. Hybrid and Other Flight Types
- 7.3. Market Analysis, Insights and Forecast - by Geography
- 7.3.1. United States
- 7.3.2. Canada
- 7.1. Market Analysis, Insights and Forecast - by Aircraft Seating Class
- 8. Competitive Analysis
- 8.1. Global Market Share Analysis 2024
- 8.2. Company Profiles
- 8.2.1 Flying Food Group LLC
- 8.2.1.1. Overview
- 8.2.1.2. Products
- 8.2.1.3. SWOT Analysis
- 8.2.1.4. Recent Developments
- 8.2.1.5. Financials (Based on Availability)
- 8.2.2 gategroup
- 8.2.2.1. Overview
- 8.2.2.2. Products
- 8.2.2.3. SWOT Analysis
- 8.2.2.4. Recent Developments
- 8.2.2.5. Financials (Based on Availability)
- 8.2.3 Lufthansa Service Holding AG
- 8.2.3.1. Overview
- 8.2.3.2. Products
- 8.2.3.3. SWOT Analysis
- 8.2.3.4. Recent Developments
- 8.2.3.5. Financials (Based on Availability)
- 8.2.4 Journey Group PLC
- 8.2.4.1. Overview
- 8.2.4.2. Products
- 8.2.4.3. SWOT Analysis
- 8.2.4.4. Recent Developments
- 8.2.4.5. Financials (Based on Availability)
- 8.2.5 Fleury Michon America
- 8.2.5.1. Overview
- 8.2.5.2. Products
- 8.2.5.3. SWOT Analysis
- 8.2.5.4. Recent Developments
- 8.2.5.5. Financials (Based on Availability)
- 8.2.6 Cathay Pacific Catering Services (CLS Catering)
- 8.2.6.1. Overview
- 8.2.6.2. Products
- 8.2.6.3. SWOT Analysis
- 8.2.6.4. Recent Developments
- 8.2.6.5. Financials (Based on Availability)
- 8.2.7 JetFinity
- 8.2.7.1. Overview
- 8.2.7.2. Products
- 8.2.7.3. SWOT Analysis
- 8.2.7.4. Recent Developments
- 8.2.7.5. Financials (Based on Availability)
- 8.2.8 Newrest International Group SaS
- 8.2.8.1. Overview
- 8.2.8.2. Products
- 8.2.8.3. SWOT Analysis
- 8.2.8.4. Recent Developments
- 8.2.8.5. Financials (Based on Availability)
- 8.2.9 DNATA
- 8.2.9.1. Overview
- 8.2.9.2. Products
- 8.2.9.3. SWOT Analysis
- 8.2.9.4. Recent Developments
- 8.2.9.5. Financials (Based on Availability)
- 8.2.10 SATS Lt
- 8.2.10.1. Overview
- 8.2.10.2. Products
- 8.2.10.3. SWOT Analysis
- 8.2.10.4. Recent Developments
- 8.2.10.5. Financials (Based on Availability)
- 8.2.1 Flying Food Group LLC
List of Figures
- Figure 1: Global North America In-Flight Catering Services Market Revenue Breakdown (Million, %) by Region 2024 & 2032
- Figure 2: Global North America In-Flight Catering Services Market Volume Breakdown (Billion, %) by Region 2024 & 2032
- Figure 3: United States North America In-Flight Catering Services Market Revenue (Million), by Aircraft Seating Class 2024 & 2032
- Figure 4: United States North America In-Flight Catering Services Market Volume (Billion), by Aircraft Seating Class 2024 & 2032
- Figure 5: United States North America In-Flight Catering Services Market Revenue Share (%), by Aircraft Seating Class 2024 & 2032
- Figure 6: United States North America In-Flight Catering Services Market Volume Share (%), by Aircraft Seating Class 2024 & 2032
- Figure 7: United States North America In-Flight Catering Services Market Revenue (Million), by Flight Service Type 2024 & 2032
- Figure 8: United States North America In-Flight Catering Services Market Volume (Billion), by Flight Service Type 2024 & 2032
- Figure 9: United States North America In-Flight Catering Services Market Revenue Share (%), by Flight Service Type 2024 & 2032
- Figure 10: United States North America In-Flight Catering Services Market Volume Share (%), by Flight Service Type 2024 & 2032
- Figure 11: United States North America In-Flight Catering Services Market Revenue (Million), by Geography 2024 & 2032
- Figure 12: United States North America In-Flight Catering Services Market Volume (Billion), by Geography 2024 & 2032
- Figure 13: United States North America In-Flight Catering Services Market Revenue Share (%), by Geography 2024 & 2032
- Figure 14: United States North America In-Flight Catering Services Market Volume Share (%), by Geography 2024 & 2032
- Figure 15: United States North America In-Flight Catering Services Market Revenue (Million), by Country 2024 & 2032
- Figure 16: United States North America In-Flight Catering Services Market Volume (Billion), by Country 2024 & 2032
- Figure 17: United States North America In-Flight Catering Services Market Revenue Share (%), by Country 2024 & 2032
- Figure 18: United States North America In-Flight Catering Services Market Volume Share (%), by Country 2024 & 2032
- Figure 19: Canada North America In-Flight Catering Services Market Revenue (Million), by Aircraft Seating Class 2024 & 2032
- Figure 20: Canada North America In-Flight Catering Services Market Volume (Billion), by Aircraft Seating Class 2024 & 2032
- Figure 21: Canada North America In-Flight Catering Services Market Revenue Share (%), by Aircraft Seating Class 2024 & 2032
- Figure 22: Canada North America In-Flight Catering Services Market Volume Share (%), by Aircraft Seating Class 2024 & 2032
- Figure 23: Canada North America In-Flight Catering Services Market Revenue (Million), by Flight Service Type 2024 & 2032
- Figure 24: Canada North America In-Flight Catering Services Market Volume (Billion), by Flight Service Type 2024 & 2032
- Figure 25: Canada North America In-Flight Catering Services Market Revenue Share (%), by Flight Service Type 2024 & 2032
- Figure 26: Canada North America In-Flight Catering Services Market Volume Share (%), by Flight Service Type 2024 & 2032
- Figure 27: Canada North America In-Flight Catering Services Market Revenue (Million), by Geography 2024 & 2032
- Figure 28: Canada North America In-Flight Catering Services Market Volume (Billion), by Geography 2024 & 2032
- Figure 29: Canada North America In-Flight Catering Services Market Revenue Share (%), by Geography 2024 & 2032
- Figure 30: Canada North America In-Flight Catering Services Market Volume Share (%), by Geography 2024 & 2032
- Figure 31: Canada North America In-Flight Catering Services Market Revenue (Million), by Country 2024 & 2032
- Figure 32: Canada North America In-Flight Catering Services Market Volume (Billion), by Country 2024 & 2032
- Figure 33: Canada North America In-Flight Catering Services Market Revenue Share (%), by Country 2024 & 2032
- Figure 34: Canada North America In-Flight Catering Services Market Volume Share (%), by Country 2024 & 2032
List of Tables
- Table 1: Global North America In-Flight Catering Services Market Revenue Million Forecast, by Region 2019 & 2032
- Table 2: Global North America In-Flight Catering Services Market Volume Billion Forecast, by Region 2019 & 2032
- Table 3: Global North America In-Flight Catering Services Market Revenue Million Forecast, by Aircraft Seating Class 2019 & 2032
- Table 4: Global North America In-Flight Catering Services Market Volume Billion Forecast, by Aircraft Seating Class 2019 & 2032
- Table 5: Global North America In-Flight Catering Services Market Revenue Million Forecast, by Flight Service Type 2019 & 2032
- Table 6: Global North America In-Flight Catering Services Market Volume Billion Forecast, by Flight Service Type 2019 & 2032
- Table 7: Global North America In-Flight Catering Services Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 8: Global North America In-Flight Catering Services Market Volume Billion Forecast, by Geography 2019 & 2032
- Table 9: Global North America In-Flight Catering Services Market Revenue Million Forecast, by Region 2019 & 2032
- Table 10: Global North America In-Flight Catering Services Market Volume Billion Forecast, by Region 2019 & 2032
- Table 11: Global North America In-Flight Catering Services Market Revenue Million Forecast, by Aircraft Seating Class 2019 & 2032
- Table 12: Global North America In-Flight Catering Services Market Volume Billion Forecast, by Aircraft Seating Class 2019 & 2032
- Table 13: Global North America In-Flight Catering Services Market Revenue Million Forecast, by Flight Service Type 2019 & 2032
- Table 14: Global North America In-Flight Catering Services Market Volume Billion Forecast, by Flight Service Type 2019 & 2032
- Table 15: Global North America In-Flight Catering Services Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 16: Global North America In-Flight Catering Services Market Volume Billion Forecast, by Geography 2019 & 2032
- Table 17: Global North America In-Flight Catering Services Market Revenue Million Forecast, by Country 2019 & 2032
- Table 18: Global North America In-Flight Catering Services Market Volume Billion Forecast, by Country 2019 & 2032
- Table 19: Global North America In-Flight Catering Services Market Revenue Million Forecast, by Aircraft Seating Class 2019 & 2032
- Table 20: Global North America In-Flight Catering Services Market Volume Billion Forecast, by Aircraft Seating Class 2019 & 2032
- Table 21: Global North America In-Flight Catering Services Market Revenue Million Forecast, by Flight Service Type 2019 & 2032
- Table 22: Global North America In-Flight Catering Services Market Volume Billion Forecast, by Flight Service Type 2019 & 2032
- Table 23: Global North America In-Flight Catering Services Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 24: Global North America In-Flight Catering Services Market Volume Billion Forecast, by Geography 2019 & 2032
- Table 25: Global North America In-Flight Catering Services Market Revenue Million Forecast, by Country 2019 & 2032
- Table 26: Global North America In-Flight Catering Services Market Volume Billion Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the North America In-Flight Catering Services Market?
The projected CAGR is approximately 12.86%.
2. Which companies are prominent players in the North America In-Flight Catering Services Market?
Key companies in the market include Flying Food Group LLC, gategroup, Lufthansa Service Holding AG, Journey Group PLC, Fleury Michon America, Cathay Pacific Catering Services (CLS Catering), JetFinity, Newrest International Group SaS, DNATA, SATS Lt.
3. What are the main segments of the North America In-Flight Catering Services Market?
The market segments include Aircraft Seating Class, Flight Service Type, Geography.
4. Can you provide details about the market size?
The market size is estimated to be USD 3.11 Million as of 2022.
5. What are some drivers contributing to market growth?
N/A
6. What are the notable trends driving market growth?
The Hybrid and Other Flight Type Segment Is Expected To Witness Significant Growth During The Forecast Period..
7. Are there any restraints impacting market growth?
N/A
8. Can you provide examples of recent developments in the market?
In April 2022, Flying Food Group announced that they are catering double daily Lufthansa flights between New York JFK and Frankfurt and Munich. Moreover, the Flying Food Group also caters to Lufthansa airlines in Chicago, Los Angeles, Washington, and Newark.
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 Billion.
11. Are there any specific market keywords associated with the report?
Yes, the market keyword associated with the report is "North America In-Flight Catering Services 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 In-Flight Catering Services 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 In-Flight Catering Services Market?
To stay informed about further developments, trends, and reports in the North America In-Flight Catering Services 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