Key Insights
The Middle East and Africa Nuclear Imaging Devices market, valued at $292.72 million in 2025, is projected to experience steady growth, driven by factors such as increasing prevalence of chronic diseases like cancer and cardiovascular ailments requiring accurate diagnosis, rising healthcare expenditure in key markets, and growing adoption of advanced imaging technologies for improved patient care. Technological advancements leading to the development of more sophisticated and portable nuclear imaging equipment are further fueling market expansion. While the market is relatively fragmented, key players like Mediso Ltd, GE Healthcare, and Siemens AG are actively investing in research and development, along with strategic partnerships and acquisitions to enhance their market share and product portfolio. Government initiatives promoting healthcare infrastructure development and investment in medical technology across the region are also contributing to market growth.
However, challenges remain. High initial investment costs associated with nuclear imaging equipment, along with the need for specialized personnel to operate and maintain these devices, can hinder market penetration, particularly in less developed regions within Africa. Furthermore, regulatory hurdles and stringent safety protocols surrounding the handling and disposal of radioisotopes can pose challenges for market players. Despite these restraints, the long-term outlook for the Middle East and Africa Nuclear Imaging Devices market remains positive, driven by sustained investment in healthcare infrastructure and the rising demand for improved diagnostic capabilities across the region. The increasing adoption of hybrid imaging modalities, combining nuclear imaging with other techniques like CT and MRI, presents significant opportunities for future growth. Geographic expansion by established players into underpenetrated African markets will further shape the market landscape.

Middle East and Africa Nuclear Imaging Devices Market: A Comprehensive Report (2019-2033)
This comprehensive report provides an in-depth analysis of the Middle East and Africa Nuclear Imaging Devices Market, covering the period 2019-2033. It delves into market dynamics, key segments, leading players, and future growth prospects, offering valuable insights for stakeholders across the industry. The report utilizes data from the historical period (2019-2024), base year (2025), and estimated year (2025), projecting the market's trajectory until 2033. The market is segmented by product (Equipment, Radioisotope) and application (SPECT Applications, PET Applications, Other SPECT Applications), offering a granular view of market trends and opportunities.
Middle East and Africa Nuclear Imaging Devices Market Concentration & Dynamics
The Middle East and Africa Nuclear Imaging Devices Market exhibits a moderately concentrated landscape, with several multinational corporations and regional players vying for market share. Market concentration is influenced by factors such as regulatory approvals, technological advancements, and distribution networks. The market witnessed xx M&A deals during the historical period (2019-2024), primarily driven by strategic acquisitions aimed at expanding product portfolios and geographical reach. Key players such as GE Healthcare and Siemens AG hold significant market share due to their established presence and comprehensive product offerings. However, smaller companies are innovating to compete, introducing specialized devices and services. The regulatory frameworks, varying across different countries in the region, influence market access and pricing strategies. Substitute products, such as advanced imaging technologies (MRI, CT), pose a competitive challenge. End-user trends, characterized by a rising demand for advanced diagnostic tools and an increasing focus on early disease detection, are shaping the market's growth trajectory.
Middle East and Africa Nuclear Imaging Devices Market Industry Insights & Trends
The Middle East and Africa Nuclear Imaging Devices Market is experiencing robust growth, driven by factors such as rising prevalence of chronic diseases (cancer, cardiovascular diseases), increasing healthcare expenditure, and improving healthcare infrastructure across several countries in the region. The market size in 2025 is estimated at xx Million, exhibiting a CAGR of xx% during the forecast period (2025-2033). Technological disruptions, including the development of advanced imaging modalities like PET/CT and SPECT/CT systems, are enhancing diagnostic capabilities and driving market growth. Evolving consumer behaviors, such as increasing patient awareness and demand for minimally invasive procedures, are influencing the preference for nuclear imaging devices. Growth is also fueled by government initiatives promoting healthcare development and investments in medical infrastructure. However, challenges such as limited access to healthcare in certain regions and high costs associated with nuclear imaging procedures need to be addressed.

Key Markets & Segments Leading Middle East and Africa Nuclear Imaging Devices Market
Dominant Region/Country: The market is experiencing significant growth in several key markets within the Middle East and Africa. The xx region stands out as the dominant market driver, primarily due to its high prevalence of chronic diseases, increasing healthcare spending, and robust government support for healthcare infrastructure development.
Dominant Segment (By Product): The Equipment segment currently dominates the market, driven by increasing demand for advanced imaging systems such as SPECT and PET scanners. This segment is further fueled by technological advancements and the introduction of high-resolution, faster imaging technologies.
Dominant Segment (By Application): SPECT applications are a significant driver of the market, largely due to their widespread use in diagnosing cardiovascular and neurological diseases. However, PET applications are witnessing rapid growth due to increasing demand for accurate cancer diagnosis and treatment monitoring.
Drivers:
- Rising prevalence of chronic diseases.
- Increasing healthcare expenditure and investments.
- Growing adoption of advanced imaging techniques.
- Government initiatives promoting healthcare development.
- Improving healthcare infrastructure in several nations.
The high prevalence of chronic diseases, combined with the increasing affordability and accessibility of healthcare services, propels the demand for sophisticated nuclear imaging equipment and radioisotopes. This translates into significant market expansion in regions with rapidly growing populations and evolving healthcare systems.
Middle East and Africa Nuclear Imaging Devices Market Product Developments
Recent years have witnessed significant advancements in nuclear imaging devices, marked by the introduction of high-resolution imaging systems, improved image quality, and faster scanning times. The integration of advanced technologies, such as AI and machine learning, is enhancing diagnostic accuracy and efficiency. Miniaturization of devices improves accessibility, particularly in resource-constrained settings. These innovations are driving competition and enhancing the overall quality of care offered. The development of targeted radiopharmaceuticals improves disease specificity and reduces the side effects of treatment, creating a highly competitive landscape of innovation.
Challenges in the Middle East and Africa Nuclear Imaging Devices Market Market
The market faces challenges such as stringent regulatory requirements for device approval and operation, resulting in prolonged time-to-market and increased costs for manufacturers. Supply chain disruptions, particularly regarding radioisotopes, pose a significant challenge, impacting the availability and affordability of nuclear imaging services. Furthermore, high acquisition and maintenance costs associated with advanced imaging equipment limit their affordability, particularly in low-income countries. Intense competition among existing players creates pressure on pricing and profitability. These factors collectively influence market growth and access to advanced diagnostics.
Forces Driving Middle East and Africa Nuclear Imaging Devices Market Growth
Technological advancements in imaging techniques and the development of more accurate and efficient diagnostic tools are driving market expansion. Economic growth in several countries across the region has led to increased healthcare spending and investments in medical infrastructure. Government support through healthcare policies and initiatives, aimed at improving access to quality healthcare, further fuels the growth. The rising prevalence of chronic diseases mandates better diagnostic capabilities and thus creates a demand for nuclear imaging devices.
Long-Term Growth Catalysts in Middle East and Africa Nuclear Imaging Devices Market
Long-term growth will be significantly boosted by continuous technological advancements, resulting in more precise, faster, and safer imaging modalities. Strategic partnerships between manufacturers and healthcare providers improve market penetration and distribution networks. Expanding market reach into underserved regions will open up significant growth opportunities. Continued government investments in healthcare infrastructure and initiatives aimed at disease prevention will drive market expansion in the long run.
Emerging Opportunities in Middle East and Africa Nuclear Imaging Devices Market
Emerging opportunities lie in the adoption of AI-powered diagnostic tools that enhance image analysis and provide better diagnostic insights. The increasing demand for advanced imaging modalities such as PET/CT and SPECT/CT presents lucrative opportunities for manufacturers. Expansion into underserved areas with limited access to advanced healthcare services creates a significant growth potential. Personalized medicine and targeted therapies create an increased demand for precision imaging, further driving the need for advanced nuclear imaging equipment.
Leading Players in the Middle East and Africa Nuclear Imaging Devices Market Sector
- Mediso Ltd
- GE Healthcare
- Bracco Imaging SpA
- Cardinal Health Inc
- Siemens AG
- NTP Radioisotopes SOC Ltd
- Fujifilm Corporation
- Koninklijke Philips NV
- Canon Medical Systems Corporation
- Curium
Key Milestones in Middle East and Africa Nuclear Imaging Devices Market Industry
- October 2022: Integrated Diagnostics Holdings PLC's Al-Borg Scan received American College of Radiology accreditation for its nuclear medicine and ultrasound units, signifying a rise in quality standards.
- March 2022: Strengthened Arab States cooperation in nuclear medicine and science through MoUs, facilitating advanced technological support and safety measures across the region.
Strategic Outlook for Middle East and Africa Nuclear Imaging Devices Market Market
The Middle East and Africa Nuclear Imaging Devices Market exhibits immense growth potential, driven by technological advancements, increasing healthcare spending, and rising prevalence of chronic diseases. Strategic partnerships, focused on enhancing distribution networks and improving access to advanced technologies, will be crucial for manufacturers. Focus on developing affordable and accessible solutions for resource-limited settings will significantly impact market penetration and growth across the region. Continuous innovation and investment in research and development will secure long-term market leadership and contribute to improved healthcare outcomes.
Middle East and Africa Nuclear Imaging Devices Market Segmentation
-
1. Product
- 1.1. Equipment
- 1.2. Radioisotope
-
2. Application
-
2.1. SPECT Applications
- 2.1.1. Cardiology
- 2.1.2. Neurology
- 2.1.3. Thyroid
- 2.1.4. Other SPECT Applications
-
2.2. PET Applications
- 2.2.1. Oncology
- 2.2.2. Other PET Applications
-
2.1. SPECT Applications
-
3. Geography
- 3.1. GCC
- 3.2. South Africa
- 3.3. Rest of Middle East and Africa
Middle East and Africa Nuclear Imaging Devices Market Segmentation By Geography
- 1. GCC
- 2. South Africa
- 3. Rest of Middle East and Africa

Middle East and Africa Nuclear Imaging Devices Market REPORT HIGHLIGHTS
Aspects | Details |
---|---|
Study Period | 2019-2033 |
Base Year | 2024 |
Estimated Year | 2025 |
Forecast Period | 2025-2033 |
Historical Period | 2019-2024 |
Growth Rate | CAGR of 2.60% 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. Rise in Prevalence of Cancer and Cardiac Disorders; Growth in Applications of Nuclear Medicine and Imaging
- 3.3. Market Restrains
- 3.3.1. Stringent RegulatIons; Reimbursement Issues
- 3.4. Market Trends
- 3.4.1. Oncology Segment is Expected to Grow at a Higher CAGR 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. Middle East and Africa Nuclear Imaging Devices Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Product
- 5.1.1. Equipment
- 5.1.2. Radioisotope
- 5.2. Market Analysis, Insights and Forecast - by Application
- 5.2.1. SPECT Applications
- 5.2.1.1. Cardiology
- 5.2.1.2. Neurology
- 5.2.1.3. Thyroid
- 5.2.1.4. Other SPECT Applications
- 5.2.2. PET Applications
- 5.2.2.1. Oncology
- 5.2.2.2. Other PET Applications
- 5.2.1. SPECT Applications
- 5.3. Market Analysis, Insights and Forecast - by Geography
- 5.3.1. GCC
- 5.3.2. South Africa
- 5.3.3. Rest of Middle East and Africa
- 5.4. Market Analysis, Insights and Forecast - by Region
- 5.4.1. GCC
- 5.4.2. South Africa
- 5.4.3. Rest of Middle East and Africa
- 5.1. Market Analysis, Insights and Forecast - by Product
- 6. GCC Middle East and Africa Nuclear Imaging Devices Market Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Product
- 6.1.1. Equipment
- 6.1.2. Radioisotope
- 6.2. Market Analysis, Insights and Forecast - by Application
- 6.2.1. SPECT Applications
- 6.2.1.1. Cardiology
- 6.2.1.2. Neurology
- 6.2.1.3. Thyroid
- 6.2.1.4. Other SPECT Applications
- 6.2.2. PET Applications
- 6.2.2.1. Oncology
- 6.2.2.2. Other PET Applications
- 6.2.1. SPECT Applications
- 6.3. Market Analysis, Insights and Forecast - by Geography
- 6.3.1. GCC
- 6.3.2. South Africa
- 6.3.3. Rest of Middle East and Africa
- 6.1. Market Analysis, Insights and Forecast - by Product
- 7. South Africa Middle East and Africa Nuclear Imaging Devices Market Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Product
- 7.1.1. Equipment
- 7.1.2. Radioisotope
- 7.2. Market Analysis, Insights and Forecast - by Application
- 7.2.1. SPECT Applications
- 7.2.1.1. Cardiology
- 7.2.1.2. Neurology
- 7.2.1.3. Thyroid
- 7.2.1.4. Other SPECT Applications
- 7.2.2. PET Applications
- 7.2.2.1. Oncology
- 7.2.2.2. Other PET Applications
- 7.2.1. SPECT Applications
- 7.3. Market Analysis, Insights and Forecast - by Geography
- 7.3.1. GCC
- 7.3.2. South Africa
- 7.3.3. Rest of Middle East and Africa
- 7.1. Market Analysis, Insights and Forecast - by Product
- 8. Rest of Middle East and Africa Middle East and Africa Nuclear Imaging Devices Market Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Product
- 8.1.1. Equipment
- 8.1.2. Radioisotope
- 8.2. Market Analysis, Insights and Forecast - by Application
- 8.2.1. SPECT Applications
- 8.2.1.1. Cardiology
- 8.2.1.2. Neurology
- 8.2.1.3. Thyroid
- 8.2.1.4. Other SPECT Applications
- 8.2.2. PET Applications
- 8.2.2.1. Oncology
- 8.2.2.2. Other PET Applications
- 8.2.1. SPECT Applications
- 8.3. Market Analysis, Insights and Forecast - by Geography
- 8.3.1. GCC
- 8.3.2. South Africa
- 8.3.3. Rest of Middle East and Africa
- 8.1. Market Analysis, Insights and Forecast - by Product
- 9. South Africa Middle East and Africa Nuclear Imaging Devices Market Analysis, Insights and Forecast, 2019-2031
- 10. Sudan Middle East and Africa Nuclear Imaging Devices Market Analysis, Insights and Forecast, 2019-2031
- 11. Uganda Middle East and Africa Nuclear Imaging Devices Market Analysis, Insights and Forecast, 2019-2031
- 12. Tanzania Middle East and Africa Nuclear Imaging Devices Market Analysis, Insights and Forecast, 2019-2031
- 13. Kenya Middle East and Africa Nuclear Imaging Devices Market Analysis, Insights and Forecast, 2019-2031
- 14. Rest of Africa Middle East and Africa Nuclear Imaging Devices Market Analysis, Insights and Forecast, 2019-2031
- 15. Competitive Analysis
- 15.1. Market Share Analysis 2024
- 15.2. Company Profiles
- 15.2.1 Mediso Ltd
- 15.2.1.1. Overview
- 15.2.1.2. Products
- 15.2.1.3. SWOT Analysis
- 15.2.1.4. Recent Developments
- 15.2.1.5. Financials (Based on Availability)
- 15.2.2 GE Healthcare
- 15.2.2.1. Overview
- 15.2.2.2. Products
- 15.2.2.3. SWOT Analysis
- 15.2.2.4. Recent Developments
- 15.2.2.5. Financials (Based on Availability)
- 15.2.3 Bracco Imaging SpA
- 15.2.3.1. Overview
- 15.2.3.2. Products
- 15.2.3.3. SWOT Analysis
- 15.2.3.4. Recent Developments
- 15.2.3.5. Financials (Based on Availability)
- 15.2.4 Cardinal Health Inc
- 15.2.4.1. Overview
- 15.2.4.2. Products
- 15.2.4.3. SWOT Analysis
- 15.2.4.4. Recent Developments
- 15.2.4.5. Financials (Based on Availability)
- 15.2.5 Siemens AG
- 15.2.5.1. Overview
- 15.2.5.2. Products
- 15.2.5.3. SWOT Analysis
- 15.2.5.4. Recent Developments
- 15.2.5.5. Financials (Based on Availability)
- 15.2.6 NTP Radioisotopes SOC Ltd
- 15.2.6.1. Overview
- 15.2.6.2. Products
- 15.2.6.3. SWOT Analysis
- 15.2.6.4. Recent Developments
- 15.2.6.5. Financials (Based on Availability)
- 15.2.7 Fujifilm Corporation
- 15.2.7.1. Overview
- 15.2.7.2. Products
- 15.2.7.3. SWOT Analysis
- 15.2.7.4. Recent Developments
- 15.2.7.5. Financials (Based on Availability)
- 15.2.8 Koninklijke Philips NV
- 15.2.8.1. Overview
- 15.2.8.2. Products
- 15.2.8.3. SWOT Analysis
- 15.2.8.4. Recent Developments
- 15.2.8.5. Financials (Based on Availability)
- 15.2.9 Canon Medical Systems Corporation*List Not Exhaustive
- 15.2.9.1. Overview
- 15.2.9.2. Products
- 15.2.9.3. SWOT Analysis
- 15.2.9.4. Recent Developments
- 15.2.9.5. Financials (Based on Availability)
- 15.2.10 Curium
- 15.2.10.1. Overview
- 15.2.10.2. Products
- 15.2.10.3. SWOT Analysis
- 15.2.10.4. Recent Developments
- 15.2.10.5. Financials (Based on Availability)
- 15.2.1 Mediso Ltd
List of Figures
- Figure 1: Middle East and Africa Nuclear Imaging Devices Market Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: Middle East and Africa Nuclear Imaging Devices Market Share (%) by Company 2024
List of Tables
- Table 1: Middle East and Africa Nuclear Imaging Devices Market Revenue Million Forecast, by Region 2019 & 2032
- Table 2: Middle East and Africa Nuclear Imaging Devices Market Revenue Million Forecast, by Product 2019 & 2032
- Table 3: Middle East and Africa Nuclear Imaging Devices Market Revenue Million Forecast, by Application 2019 & 2032
- Table 4: Middle East and Africa Nuclear Imaging Devices Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 5: Middle East and Africa Nuclear Imaging Devices Market Revenue Million Forecast, by Region 2019 & 2032
- Table 6: Middle East and Africa Nuclear Imaging Devices Market Revenue Million Forecast, by Country 2019 & 2032
- Table 7: South Africa Middle East and Africa Nuclear Imaging Devices Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 8: Sudan Middle East and Africa Nuclear Imaging Devices Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 9: Uganda Middle East and Africa Nuclear Imaging Devices Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 10: Tanzania Middle East and Africa Nuclear Imaging Devices Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 11: Kenya Middle East and Africa Nuclear Imaging Devices Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 12: Rest of Africa Middle East and Africa Nuclear Imaging Devices Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 13: Middle East and Africa Nuclear Imaging Devices Market Revenue Million Forecast, by Product 2019 & 2032
- Table 14: Middle East and Africa Nuclear Imaging Devices Market Revenue Million Forecast, by Application 2019 & 2032
- Table 15: Middle East and Africa Nuclear Imaging Devices Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 16: Middle East and Africa Nuclear Imaging Devices Market Revenue Million Forecast, by Country 2019 & 2032
- Table 17: Middle East and Africa Nuclear Imaging Devices Market Revenue Million Forecast, by Product 2019 & 2032
- Table 18: Middle East and Africa Nuclear Imaging Devices Market Revenue Million Forecast, by Application 2019 & 2032
- Table 19: Middle East and Africa Nuclear Imaging Devices Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 20: Middle East and Africa Nuclear Imaging Devices Market Revenue Million Forecast, by Country 2019 & 2032
- Table 21: Middle East and Africa Nuclear Imaging Devices Market Revenue Million Forecast, by Product 2019 & 2032
- Table 22: Middle East and Africa Nuclear Imaging Devices Market Revenue Million Forecast, by Application 2019 & 2032
- Table 23: Middle East and Africa Nuclear Imaging Devices Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 24: Middle East and Africa Nuclear Imaging Devices Market Revenue Million Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the Middle East and Africa Nuclear Imaging Devices Market?
The projected CAGR is approximately 2.60%.
2. Which companies are prominent players in the Middle East and Africa Nuclear Imaging Devices Market?
Key companies in the market include Mediso Ltd, GE Healthcare, Bracco Imaging SpA, Cardinal Health Inc, Siemens AG, NTP Radioisotopes SOC Ltd, Fujifilm Corporation, Koninklijke Philips NV, Canon Medical Systems Corporation*List Not Exhaustive, Curium.
3. What are the main segments of the Middle East and Africa Nuclear Imaging Devices Market?
The market segments include Product, Application, Geography.
4. Can you provide details about the market size?
The market size is estimated to be USD 292.72 Million as of 2022.
5. What are some drivers contributing to market growth?
Rise in Prevalence of Cancer and Cardiac Disorders; Growth in Applications of Nuclear Medicine and Imaging.
6. What are the notable trends driving market growth?
Oncology Segment is Expected to Grow at a Higher CAGR During the Forecast Period.
7. Are there any restraints impacting market growth?
Stringent RegulatIons; Reimbursement Issues.
8. Can you provide examples of recent developments in the market?
October 2022: Integrated Diagnostics Holdings PLC announced that its radiology venture, Al-Borg Scan, received the American College of Radiology accreditation for its nuclear medicine and ultrasound units.
9. What pricing options are available for accessing the report?
Pricing options include single-user, multi-user, and enterprise licenses priced at USD 4750, USD 5250, and USD 8750 respectively.
10. Is the market size provided in terms of value or volume?
The market size is provided in terms of value, measured in Million.
11. Are there any specific market keywords associated with the report?
Yes, the market keyword associated with the report is "Middle East and Africa Nuclear Imaging Devices 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 Nuclear Imaging Devices 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 Nuclear Imaging Devices Market?
To stay informed about further developments, trends, and reports in the Middle East and Africa Nuclear Imaging Devices 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