Key Insights
The North America nuclear pharmacy market, valued at approximately $3.46 billion in 2025, is projected to experience robust growth, exhibiting a Compound Annual Growth Rate (CAGR) of 7.10% from 2025 to 2033. This expansion is driven by several key factors. Firstly, the increasing prevalence of cancer and cardiovascular diseases fuels demand for radiopharmaceuticals used in diagnostic imaging and targeted therapies like PET scans. Advancements in nuclear medicine technology, including the development of more precise and effective radiotracers, further contribute to market growth. The aging population in North America also plays a significant role, as older individuals are more susceptible to these diseases and therefore require more frequent diagnostic imaging and therapeutic interventions. Furthermore, increasing investments in research and development by major players in the pharmaceutical and medical device industries are fostering innovation and expanding the application of nuclear pharmacy in various medical fields. The North American market's dominance is attributed to factors such as advanced healthcare infrastructure, high healthcare expenditure, and a robust regulatory framework supportive of innovation in medical technology.
Within the North American market, the oncology segment is expected to be the largest contributor to market revenue, driven by a high incidence of cancer and the growing adoption of PET scans for cancer diagnosis and treatment monitoring. The cardiology segment will also witness significant growth due to rising rates of cardiovascular diseases. The market is segmented by product type (diagnostics and therapeutics) and application (cardiology, neurology, oncology, and other applications). Key players such as Bayer AG, Siemens Healthineers, and GE Healthcare are investing heavily in expanding their product portfolios and geographical reach to capitalize on this growth. However, challenges remain, including stringent regulatory approvals for new radiopharmaceuticals and the potential risks associated with radiation exposure. Despite these challenges, the continued increase in the prevalence of chronic diseases and technological advancements is poised to drive substantial growth within the North American nuclear pharmacy market over the forecast period.

North America Nuclear Pharmacy Market Report: 2019-2033
This comprehensive report provides an in-depth analysis of the North America nuclear pharmacy market, offering invaluable insights for industry professionals, investors, and strategic decision-makers. Covering the period from 2019 to 2033 (with a base year of 2025 and a forecast period of 2025-2033), this report leverages extensive market research to deliver actionable intelligence. The market is projected to reach xx Million by 2033, exhibiting a CAGR of xx% during the forecast period.
North America Nuclear Pharmacy Market Structure & Innovation Trends
This section analyzes the competitive landscape, innovation drivers, and regulatory factors shaping the North America nuclear pharmacy market. We delve into market concentration, examining the market share held by key players such as Bayer AG, Siemens Healthineers, Sotera Health (Nordion Inc), Novartis AG (Advanced Accelerator Applications), Cardinal Health, Curium Pharma, Triad Isotopes Inc (Jubilant Radiopharma), Cambridge Isotope Laboratories Inc, GE Healthcare (GE Company), Bracco SpA, Lantheus Holdings Inc (Lantheus Medical Imaging Inc), Fujifilm Holdings Corporation, and others. The report assesses the impact of mergers and acquisitions (M&A) activities, including deal values and their influence on market dynamics. The analysis also explores the regulatory frameworks governing the industry, the existence of product substitutes, and the demographic characteristics of end-users. Innovation drivers, such as advancements in radiopharmaceutical technology and the growing demand for personalized medicine, are carefully examined, providing a comprehensive understanding of the market structure and its evolutionary trajectory. Market share data and M&A deal values are presented throughout this section, illustrating the competitive landscape and its ongoing transformations. The section will also discuss the degree of market concentration and the prevalence of consolidation within the industry.

North America Nuclear Pharmacy Market Dynamics & Trends
This section provides a detailed analysis of the key market dynamics and trends driving the growth of the North America nuclear pharmacy market. We will examine the factors influencing market expansion, including the increasing prevalence of chronic diseases requiring nuclear medicine, advancements in imaging technologies leading to improved diagnostics and treatment, and the rising adoption of targeted therapies. The report will also assess the impact of technological disruptions, such as the introduction of new radiopharmaceuticals and innovative delivery systems, and how these advancements shape consumer preferences and competitive dynamics. Technological disruptions, such as the development of novel radiotracers and the integration of artificial intelligence in diagnostics, are analyzed for their influence on market growth. Consumer preferences are investigated, with a focus on the increasing demand for personalized medicine and non-invasive diagnostic procedures. The competitive dynamics, focusing on strategies employed by leading market players and their influence on overall market expansion, are examined. The section includes projections on the compound annual growth rate (CAGR) and market penetration to provide a robust outlook on the market's trajectory.

Dominant Regions & Segments in North America Nuclear Pharmacy Market
This section identifies the leading regions, countries, and market segments within the North America nuclear pharmacy market. We analyze the dominance of specific segments by product type (Diagnostics, Photon Emission Tomography (PET), Therapeutics) and application (Cardiology, Neurology, Oncology, Other Applications). Key drivers for each segment's dominance are highlighted using bullet points, focusing on economic policies, infrastructure development, and healthcare spending patterns. A thorough analysis of market dominance across various geographical locations and product/application segments will be conducted to determine which areas and market categories are leading the industry in terms of growth and market share.
- Oncology: High prevalence of cancer and the increasing demand for targeted therapies.
- Diagnostics: Growing demand for advanced imaging technologies for accurate disease diagnosis.
- United States: Largest market share due to higher healthcare spending and advanced medical infrastructure.
North America Nuclear Pharmacy Market Product Innovations
This section focuses on recent product developments, applications, and their respective competitive advantages within the North American nuclear pharmacy market. We analyze the technological trends driving innovation, emphasizing their market fit and potential for future growth. Key technological advancements and their impact on product development and market acceptance are highlighted, providing an overview of innovative products and their market penetration. The competitive advantages derived from these innovations, as well as their potential for market differentiation, are evaluated to determine their impact on the overall competitive landscape.
Report Scope & Segmentation Analysis
This report segments the North America nuclear pharmacy market by product type (Diagnostics, Photon Emission Tomography (PET), Therapeutics) and by application (Cardiology, Neurology, Oncology, Other Applications). Each segment's growth projections, market size, and competitive dynamics are analyzed, providing a comprehensive view of the market structure. The market size and growth projections for each segment are provided, along with an assessment of the competitive dynamics at play.
- By Product Type: Diagnostics, PET, Therapeutics - Growth projections, market size, and competitive dynamics are detailed for each category.
- By Application: Cardiology, Neurology, Oncology, Other Applications - Market size, projected growth, and competitive landscape for each application are carefully analyzed.
Key Drivers of North America Nuclear Pharmacy Market Growth
The growth of the North America nuclear pharmacy market is driven by a confluence of factors, including the rising prevalence of chronic diseases like cancer, cardiovascular disorders, and neurological conditions; advances in imaging technologies and radiopharmaceutical development leading to more precise diagnostics and targeted therapies; and the increasing investments in research and development within the nuclear medicine sector. Government regulations and healthcare policies are also playing a significant role in shaping the industry, including the approval of new drugs and increased reimbursement rates for nuclear medicine procedures.
Challenges in the North America Nuclear Pharmacy Market Sector
The North America nuclear pharmacy market faces various challenges, including stringent regulatory approvals for new radiopharmaceuticals, complex supply chains requiring specialized handling and transportation of radioactive materials, and intense competition among established players and new entrants. These factors can lead to increased costs and potential delays in bringing innovative products to market. The impact of these factors on market growth is quantified to provide a clearer understanding of the challenges and their potential implications.
Emerging Opportunities in North America Nuclear Pharmacy Market
Emerging opportunities exist in the development of novel radiopharmaceuticals, personalized medicine approaches using targeted therapies, and the expansion into new therapeutic areas. Technological advancements, such as theranostics (combining diagnostics and therapeutics), AI-driven image analysis, and improved delivery systems, are creating exciting avenues for future growth. The increasing prevalence of unmet medical needs and the continuous efforts toward more precise and effective cancer therapies present further opportunities in the field.
Leading Players in the North America Nuclear Pharmacy Market Market
- Bayer AG
- Siemens Healthineers
- Sotera Health (Nordion Inc)
- Novartis AG (Advanced Accelerator Applications)
- Cardinal Health
- Curium Pharma
- Triad Isotopes Inc (Jubilant Radiopharma)
- Cambridge Isotope Laboratories Inc
- GE Healthcare (GE Company)
- Bracco SpA
- Lantheus Holdings Inc (Lantheus Medical Imaging Inc)
- Fujifilm Holdings Corporation
Key Developments in North America Nuclear Pharmacy Market Industry
- September 2022: Advanced Accelerator Applications Canada Inc. (Novartis AG subsidiary) launched PLUVICTO in Canada for treating PSMA-positive mCRPC.
- February 2022: Theragnostics launched NephroScan, a radiodiagnostic imaging drug for evaluating renal parenchymal disorders.
Future Outlook for North America Nuclear Pharmacy Market Market
The future of the North America nuclear pharmacy market appears bright, driven by continued technological advancements, expanding applications of nuclear medicine across various therapeutic areas, and growing investments in research and development. Strategic collaborations between pharmaceutical companies and technology providers are anticipated to fuel innovation and create significant market growth opportunities. The demand for more precise and effective cancer treatments and other targeted therapies should further bolster market expansion in the coming years.
North America Nuclear Pharmacy Market Segmentation
-
1. Product Type
-
1.1. Diagnostics
- 1.1.1. Single Photon Emission Computed Tomography (SPECT)
- 1.1.2. Photon Emission Tomography (PET)
-
1.2. Therapeutics
- 1.2.1. Alpha Emitters
- 1.2.2. Beta Emitters
- 1.2.3. Brachytherapy
-
1.1. Diagnostics
-
2. Application
- 2.1. Cardiology
- 2.2. Neurology
- 2.3. Oncology
- 2.4. Other Applications
-
3. Geography
- 3.1. United States
- 3.2. Canada
- 3.3. Mexico
North America Nuclear Pharmacy Market Segmentation By Geography
- 1. United States
- 2. Canada
- 3. Mexico

North America Nuclear Pharmacy 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 7.10% 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; Increasing Demand for Image Guided Procedures and Diagnostics
- 3.3. Market Restrains
- 3.3.1. High Cost of the Diagnostic and Therapeutic Equipment and Procedures
- 3.4. Market Trends
- 3.4.1. Oncology is Expected to Hold a Significant Market Share in the Application Segment Over 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. North America Nuclear Pharmacy Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Product Type
- 5.1.1. Diagnostics
- 5.1.1.1. Single Photon Emission Computed Tomography (SPECT)
- 5.1.1.2. Photon Emission Tomography (PET)
- 5.1.2. Therapeutics
- 5.1.2.1. Alpha Emitters
- 5.1.2.2. Beta Emitters
- 5.1.2.3. Brachytherapy
- 5.1.1. Diagnostics
- 5.2. Market Analysis, Insights and Forecast - by Application
- 5.2.1. Cardiology
- 5.2.2. Neurology
- 5.2.3. Oncology
- 5.2.4. Other Applications
- 5.3. Market Analysis, Insights and Forecast - by Geography
- 5.3.1. United States
- 5.3.2. Canada
- 5.3.3. Mexico
- 5.4. Market Analysis, Insights and Forecast - by Region
- 5.4.1. United States
- 5.4.2. Canada
- 5.4.3. Mexico
- 5.1. Market Analysis, Insights and Forecast - by Product Type
- 6. United States North America Nuclear Pharmacy Market Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Product Type
- 6.1.1. Diagnostics
- 6.1.1.1. Single Photon Emission Computed Tomography (SPECT)
- 6.1.1.2. Photon Emission Tomography (PET)
- 6.1.2. Therapeutics
- 6.1.2.1. Alpha Emitters
- 6.1.2.2. Beta Emitters
- 6.1.2.3. Brachytherapy
- 6.1.1. Diagnostics
- 6.2. Market Analysis, Insights and Forecast - by Application
- 6.2.1. Cardiology
- 6.2.2. Neurology
- 6.2.3. Oncology
- 6.2.4. Other Applications
- 6.3. Market Analysis, Insights and Forecast - by Geography
- 6.3.1. United States
- 6.3.2. Canada
- 6.3.3. Mexico
- 6.1. Market Analysis, Insights and Forecast - by Product Type
- 7. Canada North America Nuclear Pharmacy Market Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Product Type
- 7.1.1. Diagnostics
- 7.1.1.1. Single Photon Emission Computed Tomography (SPECT)
- 7.1.1.2. Photon Emission Tomography (PET)
- 7.1.2. Therapeutics
- 7.1.2.1. Alpha Emitters
- 7.1.2.2. Beta Emitters
- 7.1.2.3. Brachytherapy
- 7.1.1. Diagnostics
- 7.2. Market Analysis, Insights and Forecast - by Application
- 7.2.1. Cardiology
- 7.2.2. Neurology
- 7.2.3. Oncology
- 7.2.4. Other Applications
- 7.3. Market Analysis, Insights and Forecast - by Geography
- 7.3.1. United States
- 7.3.2. Canada
- 7.3.3. Mexico
- 7.1. Market Analysis, Insights and Forecast - by Product Type
- 8. Mexico North America Nuclear Pharmacy Market Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Product Type
- 8.1.1. Diagnostics
- 8.1.1.1. Single Photon Emission Computed Tomography (SPECT)
- 8.1.1.2. Photon Emission Tomography (PET)
- 8.1.2. Therapeutics
- 8.1.2.1. Alpha Emitters
- 8.1.2.2. Beta Emitters
- 8.1.2.3. Brachytherapy
- 8.1.1. Diagnostics
- 8.2. Market Analysis, Insights and Forecast - by Application
- 8.2.1. Cardiology
- 8.2.2. Neurology
- 8.2.3. Oncology
- 8.2.4. Other Applications
- 8.3. Market Analysis, Insights and Forecast - by Geography
- 8.3.1. United States
- 8.3.2. Canada
- 8.3.3. Mexico
- 8.1. Market Analysis, Insights and Forecast - by Product Type
- 9. United States North America Nuclear Pharmacy Market Analysis, Insights and Forecast, 2019-2031
- 10. Canada North America Nuclear Pharmacy Market Analysis, Insights and Forecast, 2019-2031
- 11. Mexico North America Nuclear Pharmacy Market Analysis, Insights and Forecast, 2019-2031
- 12. Rest of North America North America Nuclear Pharmacy Market Analysis, Insights and Forecast, 2019-2031
- 13. Competitive Analysis
- 13.1. Market Share Analysis 2024
- 13.2. Company Profiles
- 13.2.1 Bayer AG
- 13.2.1.1. Overview
- 13.2.1.2. Products
- 13.2.1.3. SWOT Analysis
- 13.2.1.4. Recent Developments
- 13.2.1.5. Financials (Based on Availability)
- 13.2.2 Siemens Healthineers
- 13.2.2.1. Overview
- 13.2.2.2. Products
- 13.2.2.3. SWOT Analysis
- 13.2.2.4. Recent Developments
- 13.2.2.5. Financials (Based on Availability)
- 13.2.3 Sotera Health (Nordion Inc )
- 13.2.3.1. Overview
- 13.2.3.2. Products
- 13.2.3.3. SWOT Analysis
- 13.2.3.4. Recent Developments
- 13.2.3.5. Financials (Based on Availability)
- 13.2.4 Novartis AG (Advanced Accelerator Applications)
- 13.2.4.1. Overview
- 13.2.4.2. Products
- 13.2.4.3. SWOT Analysis
- 13.2.4.4. Recent Developments
- 13.2.4.5. Financials (Based on Availability)
- 13.2.5 Cardinal Health
- 13.2.5.1. Overview
- 13.2.5.2. Products
- 13.2.5.3. SWOT Analysis
- 13.2.5.4. Recent Developments
- 13.2.5.5. Financials (Based on Availability)
- 13.2.6 Curium Pharma
- 13.2.6.1. Overview
- 13.2.6.2. Products
- 13.2.6.3. SWOT Analysis
- 13.2.6.4. Recent Developments
- 13.2.6.5. Financials (Based on Availability)
- 13.2.7 Triad Isotopes Inc (Jubilant Radiopharma)
- 13.2.7.1. Overview
- 13.2.7.2. Products
- 13.2.7.3. SWOT Analysis
- 13.2.7.4. Recent Developments
- 13.2.7.5. Financials (Based on Availability)
- 13.2.8 Cambridge Isotope Laboratories Inc
- 13.2.8.1. Overview
- 13.2.8.2. Products
- 13.2.8.3. SWOT Analysis
- 13.2.8.4. Recent Developments
- 13.2.8.5. Financials (Based on Availability)
- 13.2.9 GE Healthcare (GE Company)
- 13.2.9.1. Overview
- 13.2.9.2. Products
- 13.2.9.3. SWOT Analysis
- 13.2.9.4. Recent Developments
- 13.2.9.5. Financials (Based on Availability)
- 13.2.10 Bracco SpA
- 13.2.10.1. Overview
- 13.2.10.2. Products
- 13.2.10.3. SWOT Analysis
- 13.2.10.4. Recent Developments
- 13.2.10.5. Financials (Based on Availability)
- 13.2.11 Lantheus Holdings Inc (Lantheus Medical Imaging Inc )*List Not Exhaustive
- 13.2.11.1. Overview
- 13.2.11.2. Products
- 13.2.11.3. SWOT Analysis
- 13.2.11.4. Recent Developments
- 13.2.11.5. Financials (Based on Availability)
- 13.2.12 Fujifilm Holdings Corporation
- 13.2.12.1. Overview
- 13.2.12.2. Products
- 13.2.12.3. SWOT Analysis
- 13.2.12.4. Recent Developments
- 13.2.12.5. Financials (Based on Availability)
- 13.2.1 Bayer AG
List of Figures
- Figure 1: North America Nuclear Pharmacy Market Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: North America Nuclear Pharmacy Market Share (%) by Company 2024
List of Tables
- Table 1: North America Nuclear Pharmacy Market Revenue Million Forecast, by Region 2019 & 2032
- Table 2: North America Nuclear Pharmacy Market Revenue Million Forecast, by Product Type 2019 & 2032
- Table 3: North America Nuclear Pharmacy Market Revenue Million Forecast, by Application 2019 & 2032
- Table 4: North America Nuclear Pharmacy Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 5: North America Nuclear Pharmacy Market Revenue Million Forecast, by Region 2019 & 2032
- Table 6: North America Nuclear Pharmacy Market Revenue Million Forecast, by Country 2019 & 2032
- Table 7: United States North America Nuclear Pharmacy Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 8: Canada North America Nuclear Pharmacy Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 9: Mexico North America Nuclear Pharmacy Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 10: Rest of North America North America Nuclear Pharmacy Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 11: North America Nuclear Pharmacy Market Revenue Million Forecast, by Product Type 2019 & 2032
- Table 12: North America Nuclear Pharmacy Market Revenue Million Forecast, by Application 2019 & 2032
- Table 13: North America Nuclear Pharmacy Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 14: North America Nuclear Pharmacy Market Revenue Million Forecast, by Country 2019 & 2032
- Table 15: North America Nuclear Pharmacy Market Revenue Million Forecast, by Product Type 2019 & 2032
- Table 16: North America Nuclear Pharmacy Market Revenue Million Forecast, by Application 2019 & 2032
- Table 17: North America Nuclear Pharmacy Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 18: North America Nuclear Pharmacy Market Revenue Million Forecast, by Country 2019 & 2032
- Table 19: North America Nuclear Pharmacy Market Revenue Million Forecast, by Product Type 2019 & 2032
- Table 20: North America Nuclear Pharmacy Market Revenue Million Forecast, by Application 2019 & 2032
- Table 21: North America Nuclear Pharmacy Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 22: North America Nuclear Pharmacy Market Revenue Million Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the North America Nuclear Pharmacy Market?
The projected CAGR is approximately 7.10%.
2. Which companies are prominent players in the North America Nuclear Pharmacy Market?
Key companies in the market include Bayer AG, Siemens Healthineers, Sotera Health (Nordion Inc ), Novartis AG (Advanced Accelerator Applications), Cardinal Health, Curium Pharma, Triad Isotopes Inc (Jubilant Radiopharma), Cambridge Isotope Laboratories Inc, GE Healthcare (GE Company), Bracco SpA, Lantheus Holdings Inc (Lantheus Medical Imaging Inc )*List Not Exhaustive, Fujifilm Holdings Corporation.
3. What are the main segments of the North America Nuclear Pharmacy Market?
The market segments include Product Type, Application, Geography.
4. Can you provide details about the market size?
The market size is estimated to be USD 3.46 Million as of 2022.
5. What are some drivers contributing to market growth?
Rise in Prevalence of Cancer and Cardiac Disorders; Increasing Demand for Image Guided Procedures and Diagnostics.
6. What are the notable trends driving market growth?
Oncology is Expected to Hold a Significant Market Share in the Application Segment Over the Forecast Period.
7. Are there any restraints impacting market growth?
High Cost of the Diagnostic and Therapeutic Equipment and Procedures.
8. Can you provide examples of recent developments in the market?
In September 2022, Advanced Accelerator Applications Canada Inc., a subsidiary of Novartis AG, launched PLUVICTO (lutetium (177Lu) vipivotide tetraxetan injection) in Canada for the treatment of adult patients with prostate-specific membrane antigen (PSMA)-positive metastatic castration-resistant prostate cancer (mCRPC) who have received at least one androgen receptor pathway inhibitor (ARPI) and taxane-based chemotherapy after it got approval from Health Canada.
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 "North America Nuclear Pharmacy 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 Nuclear Pharmacy 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 Nuclear Pharmacy Market?
To stay informed about further developments, trends, and reports in the North America Nuclear Pharmacy 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