Key Insights
The Middle East and Africa men's grooming market, valued at approximately $XX million in 2025, is projected to experience robust growth, driven by rising disposable incomes, increasing awareness of personal hygiene, and the growing influence of social media and celebrity endorsements promoting grooming practices. The 6.45% CAGR indicates a significant expansion over the forecast period (2025-2033), with key segments like shaving products (razors, blades, pre- and post-shave products) experiencing particularly strong demand. Distribution channels are diversifying, with online retail stores experiencing rapid growth alongside established channels like supermarkets and specialty stores. The market is highly competitive, with major players such as Procter & Gamble, Unilever, L'Oréal, and Edgewell Personal Care vying for market share through product innovation, strategic partnerships, and targeted marketing campaigns. Growth is expected to be particularly strong in urban centers and among younger demographics, who are more likely to adopt new grooming products and trends.
Regional variations exist within the Middle East and Africa. While certain countries in North Africa and the Middle East show higher per capita spending on grooming products, sub-Saharan Africa exhibits significant growth potential due to increasing urbanization and rising middle class. Specific regional success will depend on tailored marketing strategies, addressing cultural nuances and providing accessible and affordable products. Challenges include navigating diverse regulatory landscapes and ensuring product suitability across various climates and skin types. Addressing these factors will be key to unlocking the full potential of this dynamic market.

Middle East & Africa Men's Grooming Products Market Report: 2019-2033
This comprehensive report provides a detailed analysis of the Middle East and Africa Men's Grooming Products market, offering invaluable insights for industry stakeholders. Covering the period from 2019 to 2033 (Study Period), with a focus on 2025 (Base Year and Estimated Year), and forecasting to 2033 (Forecast Period), this report examines historical data (2019-2024) to predict future market trends. The market is segmented by product type (Shaving Products, Pre-shave, Post-shave, Razors and Blades) and distribution channel (Supermarkets/Hypermarkets, Specialty Stores, Convenience Stores, Online Retail Stores, Other Distribution Channels). Key players analyzed include Edgewell Personal Care Company, Estée Lauder Companies Inc, Procter & Gamble, Shiseido Co Ltd, Unilever PLC, L'Oréal SA, Revlon Inc, Johnson & Johnson, Beiersdorf AG, and BIC Group. The report reveals market size reaching xx Million by 2033, exhibiting significant growth potential.
Middle East and Africa Men's Grooming Products Market Market Dynamics & Concentration
The Middle East and Africa men's grooming market is characterized by a moderate level of concentration, with a few major players holding significant market share. However, the market is dynamic, with increasing competition from both established international brands and emerging local players. Innovation is a key driver, with companies continuously launching new products featuring advanced formulations and sustainable ingredients. Regulatory frameworks regarding product safety and labeling vary across the region, influencing market dynamics. The presence of substitutes, such as home remedies or traditional grooming practices, also impacts market penetration. Consumer trends, particularly among younger demographics, favor natural, organic, and ethically sourced products. M&A activity within the market remains relatively low, with xx deals recorded between 2019 and 2024, indicating a focus on organic growth for most companies.
- Market Concentration: xx% market share held by top 5 players in 2024.
- Innovation Drivers: Focus on natural ingredients, advanced formulations, and personalized products.
- Regulatory Frameworks: Varying regulations across different countries impact product launches and marketing strategies.
- Product Substitutes: Traditional grooming methods and home remedies present competition.
- End-User Trends: Growing demand for premium, natural, and sustainable products, especially among younger consumers.
- M&A Activity: Relatively low, with xx M&A deals observed between 2019 and 2024.
Middle East and Africa Men's Grooming Products Market Industry Trends & Analysis
The Middle East and Africa men's grooming market exhibits a robust Compound Annual Growth Rate (CAGR) of xx% during the forecast period (2025-2033). This growth is fueled by several factors. Rising disposable incomes, particularly in urban areas, are driving increased spending on personal care products. A growing awareness of personal grooming and hygiene, coupled with the influence of social media and celebrity endorsements, is boosting demand. Technological advancements, such as the use of AI in personalized product recommendations and e-commerce platforms, are revolutionizing the way products are marketed and sold. The market penetration of premium and specialized grooming products is also increasing, driven by a shift towards sophisticated grooming routines. The competitive landscape is intense, with both local and international brands vying for market share. This competition drives innovation and offers a wide range of products catering to diverse consumer preferences.

Leading Markets & Segments in Middle East and Africa Men's Grooming Products Market
The report identifies xx as the leading market in the Middle East and Africa region for men's grooming products. This dominance can be attributed to:
- Economic Factors: Strong economic growth and high disposable incomes in the region.
- Infrastructure: Well-developed retail infrastructure, including modern supermarkets and online retail channels.
- Cultural Factors: A growing focus on personal grooming and hygiene among men.
The shaving products segment holds the largest market share within the product type category, driven by its high usage rates. Similarly, supermarkets/hypermarkets are the leading distribution channel due to their widespread availability and affordability.
Middle East and Africa Men's Grooming Products Market Product Developments
Recent product innovations focus on incorporating natural and organic ingredients, catering to the growing demand for environmentally friendly and ethically sourced products. Many brands are introducing specialized products for specific hair and skin types, reflecting a consumer preference for personalized grooming solutions. Technological advancements, such as improved razor designs and innovative formulations, contribute to enhanced product performance and user experience. The market is witnessing a trend towards multifunctional products, offering convenience and efficiency for consumers.
Key Drivers of Middle East and Africa Men's Grooming Products Market Growth
The market’s expansion is driven by several factors:
- Rising Disposable Incomes: Increased purchasing power allows consumers to spend more on personal care.
- Growing Awareness of Hygiene: Greater awareness leads to higher demand for grooming products.
- Technological Advancements: Innovation in product formulation and distribution enhances the market.
- E-commerce Growth: Online platforms expand market reach and convenience.
Challenges in the Middle East and Africa Men's Grooming Products Market Market
The market faces challenges including:
- Economic Volatility: Fluctuations in regional economies can affect consumer spending.
- Supply Chain Disruptions: Global events can impact product availability and costs.
- Stringent Regulations: Compliance with varying regulatory standards across the region poses challenges.
- Counterfeit Products: The presence of counterfeit products erodes consumer trust and impacts brand loyalty.
Emerging Opportunities in Middle East and Africa Men's Grooming Products Market
Significant opportunities exist in expanding into less-penetrated markets within the region, capitalizing on the growing middle class and increasing disposable incomes. Strategic partnerships with local distributors can enhance market access and distribution efficiency. Focusing on developing sustainable and ethically sourced products will appeal to the growing segment of environmentally conscious consumers.
Leading Players in the Middle East and Africa Men's Grooming Products Market Sector
- Edgewell Personal Care Company
- Estée Lauder Companies Inc
- Procter & Gamble
- Shiseido Co Ltd
- Unilever PLC
- L'Oréal SA
- Revlon Inc
- Johnson & Johnson
- Beiersdorf AG
- BIC Group
Key Milestones in Middle East and Africa Men's Grooming Products Market Industry
- May 2021: Aussie launched a range of shampoos in Dubai, capitalizing on the demand for hair care solutions.
- June 2021: Molten Brown introduced a new sustainable shampoo and conditioner range, tapping into the growing preference for eco-friendly products.
- January 2022: Bandido Cosmetics launched in the UAE, expanding the range of available hair and beard care products. These launches reflect the market's dynamism and consumer demand for diverse product offerings.
Strategic Outlook for Middle East and Africa Men's Grooming Products Market Market
The Middle East and Africa men's grooming products market presents substantial growth potential. Companies can leverage this by focusing on product innovation, expanding into new markets, and building strong brand recognition. Investing in e-commerce platforms and strategically partnering with local distributors will be crucial for market penetration and success. Adapting to evolving consumer preferences and addressing sustainability concerns will be key factors in achieving long-term growth and market leadership.
Middle East and Africa Men's Grooming Products Market Segmentation
-
1. Product Type
-
1.1. Skin Care Products
- 1.1.1. Face Wash
- 1.1.2. Moisturizers
- 1.1.3. Oil-Free Creams
- 1.1.4. Other Skin Care Products
-
1.2. Hair Care Products
- 1.2.1. Shampoo
- 1.2.2. Conditioners
- 1.2.3. Styling Products
- 1.2.4. Waxes
- 1.2.5. Other Hair Care Products
-
1.3. Shaving Products
-
1.3.1. Pre-shave
- 1.3.1.1. Shaving Cream
- 1.3.1.2. Pre-shave Oil
- 1.3.1.3. Shaving Soap
- 1.3.1.4. Other Pre-Shave Products
-
1.3.2. Post-shave
- 1.3.2.1. After-shave
- 1.3.2.2. Balms
- 1.3.2.3. Other Post-Shave Products
- 1.3.3. Razors and blades
-
1.3.1. Pre-shave
-
1.1. Skin Care Products
-
2. Distribution Channel
- 2.1. Supermarkets/Hypermarkets
- 2.2. Specialty Stores
- 2.3. Convenience Stores
- 2.4. Online Retail Stores
- 2.5. Other Distribution Channels
Middle East and Africa Men's Grooming Products Market Segmentation By Geography
-
1. Middle East
- 1.1. Saudi Arabia
- 1.2. United Arab Emirates
- 1.3. Israel
- 1.4. Qatar
- 1.5. Kuwait
- 1.6. Oman
- 1.7. Bahrain
- 1.8. Jordan
- 1.9. Lebanon

Middle East and Africa Men's Grooming Products 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 6.45% 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 Aging Population drives the Market Growth; Technological Advancement and Product Innovation
- 3.3. Market Restrains
- 3.3.1. Product Misrepresentation and Counterfeit Concerns
- 3.4. Market Trends
- 3.4.1. Increasing Use of Social Media Platforms
- 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. Middle East and Africa Men's Grooming Products Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Product Type
- 5.1.1. Skin Care Products
- 5.1.1.1. Face Wash
- 5.1.1.2. Moisturizers
- 5.1.1.3. Oil-Free Creams
- 5.1.1.4. Other Skin Care Products
- 5.1.2. Hair Care Products
- 5.1.2.1. Shampoo
- 5.1.2.2. Conditioners
- 5.1.2.3. Styling Products
- 5.1.2.4. Waxes
- 5.1.2.5. Other Hair Care Products
- 5.1.3. Shaving Products
- 5.1.3.1. Pre-shave
- 5.1.3.1.1. Shaving Cream
- 5.1.3.1.2. Pre-shave Oil
- 5.1.3.1.3. Shaving Soap
- 5.1.3.1.4. Other Pre-Shave Products
- 5.1.3.2. Post-shave
- 5.1.3.2.1. After-shave
- 5.1.3.2.2. Balms
- 5.1.3.2.3. Other Post-Shave Products
- 5.1.3.3. Razors and blades
- 5.1.3.1. Pre-shave
- 5.1.1. Skin Care Products
- 5.2. Market Analysis, Insights and Forecast - by Distribution Channel
- 5.2.1. Supermarkets/Hypermarkets
- 5.2.2. Specialty Stores
- 5.2.3. Convenience Stores
- 5.2.4. Online Retail Stores
- 5.2.5. Other Distribution Channels
- 5.3. Market Analysis, Insights and Forecast - by Region
- 5.3.1. Middle East
- 5.1. Market Analysis, Insights and Forecast - by Product Type
- 6. South Africa Middle East and Africa Men's Grooming Products Market Analysis, Insights and Forecast, 2019-2031
- 7. Sudan Middle East and Africa Men's Grooming Products Market Analysis, Insights and Forecast, 2019-2031
- 8. Uganda Middle East and Africa Men's Grooming Products Market Analysis, Insights and Forecast, 2019-2031
- 9. Tanzania Middle East and Africa Men's Grooming Products Market Analysis, Insights and Forecast, 2019-2031
- 10. Kenya Middle East and Africa Men's Grooming Products Market Analysis, Insights and Forecast, 2019-2031
- 11. Rest of Africa Middle East and Africa Men's Grooming Products Market Analysis, Insights and Forecast, 2019-2031
- 12. Competitive Analysis
- 12.1. Market Share Analysis 2024
- 12.2. Company Profiles
- 12.2.1 Edgewell Personal Care Company
- 12.2.1.1. Overview
- 12.2.1.2. Products
- 12.2.1.3. SWOT Analysis
- 12.2.1.4. Recent Developments
- 12.2.1.5. Financials (Based on Availability)
- 12.2.2 Estee Lauder Companies Inc
- 12.2.2.1. Overview
- 12.2.2.2. Products
- 12.2.2.3. SWOT Analysis
- 12.2.2.4. Recent Developments
- 12.2.2.5. Financials (Based on Availability)
- 12.2.3 Procter & Gamble
- 12.2.3.1. Overview
- 12.2.3.2. Products
- 12.2.3.3. SWOT Analysis
- 12.2.3.4. Recent Developments
- 12.2.3.5. Financials (Based on Availability)
- 12.2.4 Shiseido Co Ltd*List Not Exhaustive
- 12.2.4.1. Overview
- 12.2.4.2. Products
- 12.2.4.3. SWOT Analysis
- 12.2.4.4. Recent Developments
- 12.2.4.5. Financials (Based on Availability)
- 12.2.5 Unilever PLC
- 12.2.5.1. Overview
- 12.2.5.2. Products
- 12.2.5.3. SWOT Analysis
- 12.2.5.4. Recent Developments
- 12.2.5.5. Financials (Based on Availability)
- 12.2.6 L'Oreal SA
- 12.2.6.1. Overview
- 12.2.6.2. Products
- 12.2.6.3. SWOT Analysis
- 12.2.6.4. Recent Developments
- 12.2.6.5. Financials (Based on Availability)
- 12.2.7 Revlon Inc
- 12.2.7.1. Overview
- 12.2.7.2. Products
- 12.2.7.3. SWOT Analysis
- 12.2.7.4. Recent Developments
- 12.2.7.5. Financials (Based on Availability)
- 12.2.8 Johnson & Johnson
- 12.2.8.1. Overview
- 12.2.8.2. Products
- 12.2.8.3. SWOT Analysis
- 12.2.8.4. Recent Developments
- 12.2.8.5. Financials (Based on Availability)
- 12.2.9 Beiersdorf AG
- 12.2.9.1. Overview
- 12.2.9.2. Products
- 12.2.9.3. SWOT Analysis
- 12.2.9.4. Recent Developments
- 12.2.9.5. Financials (Based on Availability)
- 12.2.10 BIC Group
- 12.2.10.1. Overview
- 12.2.10.2. Products
- 12.2.10.3. SWOT Analysis
- 12.2.10.4. Recent Developments
- 12.2.10.5. Financials (Based on Availability)
- 12.2.1 Edgewell Personal Care Company
List of Figures
- Figure 1: Middle East and Africa Men's Grooming Products Market Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: Middle East and Africa Men's Grooming Products Market Share (%) by Company 2024
List of Tables
- Table 1: Middle East and Africa Men's Grooming Products Market Revenue Million Forecast, by Region 2019 & 2032
- Table 2: Middle East and Africa Men's Grooming Products Market Volume K Units Forecast, by Region 2019 & 2032
- Table 3: Middle East and Africa Men's Grooming Products Market Revenue Million Forecast, by Product Type 2019 & 2032
- Table 4: Middle East and Africa Men's Grooming Products Market Volume K Units Forecast, by Product Type 2019 & 2032
- Table 5: Middle East and Africa Men's Grooming Products Market Revenue Million Forecast, by Distribution Channel 2019 & 2032
- Table 6: Middle East and Africa Men's Grooming Products Market Volume K Units Forecast, by Distribution Channel 2019 & 2032
- Table 7: Middle East and Africa Men's Grooming Products Market Revenue Million Forecast, by Region 2019 & 2032
- Table 8: Middle East and Africa Men's Grooming Products Market Volume K Units Forecast, by Region 2019 & 2032
- Table 9: Middle East and Africa Men's Grooming Products Market Revenue Million Forecast, by Country 2019 & 2032
- Table 10: Middle East and Africa Men's Grooming Products Market Volume K Units Forecast, by Country 2019 & 2032
- Table 11: South Africa Middle East and Africa Men's Grooming Products Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 12: South Africa Middle East and Africa Men's Grooming Products Market Volume (K Units) Forecast, by Application 2019 & 2032
- Table 13: Sudan Middle East and Africa Men's Grooming Products Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 14: Sudan Middle East and Africa Men's Grooming Products Market Volume (K Units) Forecast, by Application 2019 & 2032
- Table 15: Uganda Middle East and Africa Men's Grooming Products Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 16: Uganda Middle East and Africa Men's Grooming Products Market Volume (K Units) Forecast, by Application 2019 & 2032
- Table 17: Tanzania Middle East and Africa Men's Grooming Products Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 18: Tanzania Middle East and Africa Men's Grooming Products Market Volume (K Units) Forecast, by Application 2019 & 2032
- Table 19: Kenya Middle East and Africa Men's Grooming Products Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 20: Kenya Middle East and Africa Men's Grooming Products Market Volume (K Units) Forecast, by Application 2019 & 2032
- Table 21: Rest of Africa Middle East and Africa Men's Grooming Products Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 22: Rest of Africa Middle East and Africa Men's Grooming Products Market Volume (K Units) Forecast, by Application 2019 & 2032
- Table 23: Middle East and Africa Men's Grooming Products Market Revenue Million Forecast, by Product Type 2019 & 2032
- Table 24: Middle East and Africa Men's Grooming Products Market Volume K Units Forecast, by Product Type 2019 & 2032
- Table 25: Middle East and Africa Men's Grooming Products Market Revenue Million Forecast, by Distribution Channel 2019 & 2032
- Table 26: Middle East and Africa Men's Grooming Products Market Volume K Units Forecast, by Distribution Channel 2019 & 2032
- Table 27: Middle East and Africa Men's Grooming Products Market Revenue Million Forecast, by Country 2019 & 2032
- Table 28: Middle East and Africa Men's Grooming Products Market Volume K Units Forecast, by Country 2019 & 2032
- Table 29: Saudi Arabia Middle East and Africa Men's Grooming Products Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 30: Saudi Arabia Middle East and Africa Men's Grooming Products Market Volume (K Units) Forecast, by Application 2019 & 2032
- Table 31: United Arab Emirates Middle East and Africa Men's Grooming Products Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 32: United Arab Emirates Middle East and Africa Men's Grooming Products Market Volume (K Units) Forecast, by Application 2019 & 2032
- Table 33: Israel Middle East and Africa Men's Grooming Products Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 34: Israel Middle East and Africa Men's Grooming Products Market Volume (K Units) Forecast, by Application 2019 & 2032
- Table 35: Qatar Middle East and Africa Men's Grooming Products Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 36: Qatar Middle East and Africa Men's Grooming Products Market Volume (K Units) Forecast, by Application 2019 & 2032
- Table 37: Kuwait Middle East and Africa Men's Grooming Products Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 38: Kuwait Middle East and Africa Men's Grooming Products Market Volume (K Units) Forecast, by Application 2019 & 2032
- Table 39: Oman Middle East and Africa Men's Grooming Products Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 40: Oman Middle East and Africa Men's Grooming Products Market Volume (K Units) Forecast, by Application 2019 & 2032
- Table 41: Bahrain Middle East and Africa Men's Grooming Products Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 42: Bahrain Middle East and Africa Men's Grooming Products Market Volume (K Units) Forecast, by Application 2019 & 2032
- Table 43: Jordan Middle East and Africa Men's Grooming Products Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 44: Jordan Middle East and Africa Men's Grooming Products Market Volume (K Units) Forecast, by Application 2019 & 2032
- Table 45: Lebanon Middle East and Africa Men's Grooming Products Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 46: Lebanon Middle East and Africa Men's Grooming Products Market Volume (K Units) Forecast, by Application 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the Middle East and Africa Men's Grooming Products Market?
The projected CAGR is approximately 6.45%.
2. Which companies are prominent players in the Middle East and Africa Men's Grooming Products Market?
Key companies in the market include Edgewell Personal Care Company, Estee Lauder Companies Inc, Procter & Gamble, Shiseido Co Ltd*List Not Exhaustive, Unilever PLC, L'Oreal SA, Revlon Inc, Johnson & Johnson, Beiersdorf AG, BIC Group.
3. What are the main segments of the Middle East and Africa Men's Grooming Products Market?
The market segments include Product Type, Distribution Channel.
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 Aging Population drives the Market Growth; Technological Advancement and Product Innovation.
6. What are the notable trends driving market growth?
Increasing Use of Social Media Platforms.
7. Are there any restraints impacting market growth?
Product Misrepresentation and Counterfeit Concerns.
8. Can you provide examples of recent developments in the market?
In January 2022, Bandido Cosmetics launched in the United Arab Emirates. It offers hair & beard care & styling products, moisturizing natural ingredients, hair wax, pomade, clay, gel, shampoo, conditioner, beard shampoo & oil, aftershave cologne, and many more.
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 K Units.
11. Are there any specific market keywords associated with the report?
Yes, the market keyword associated with the report is "Middle East and Africa Men's Grooming Products 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 Middle East and Africa Men's Grooming Products 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 Middle East and Africa Men's Grooming Products Market?
To stay informed about further developments, trends, and reports in the Middle East and Africa Men's Grooming Products 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