Land SurveyingLand Surveying Unlocking Growth Opportunities: Analysis and Forecast 2025-2033
Land Surveying by Type (ALTA/ACSM, Boundary Survey, Construction Survey, Location Survey, Others), by Application (Commercial Building, Residential Building, Others), by North America (United States, Canada, Mexico), by South America (Brazil, Argentina, Rest of South America), by Europe (United Kingdom, Germany, France, Italy, Spain, Russia, Benelux, Nordics, Rest of Europe), by Middle East & Africa (Turkey, Israel, GCC, North Africa, South Africa, Rest of Middle East & Africa), by Asia Pacific (China, India, Japan, South Korea, ASEAN, Oceania, Rest of Asia Pacific) Forecast 2025-2033
Base Year: 2024
127 Pages
Land Surveying Unlocking Growth Opportunities: Analysis and Forecast 2025-2033
Key Insights
The global land surveying market was valued at USD 639.3 million in 2023 and is projected to grow at a CAGR of 3.6% from 2023 to 2032, reaching USD 836.9 million by 2032. The market's growth is attributed to the increasing demand for land surveying services in the construction, real estate, and infrastructure sectors. Land surveying ensures accurate land measurements, boundary determination, and the creation of topographic maps, which are crucial for land development and construction projects. The growing population and urbanization are also driving the demand for land surveying, as they lead to increased land use and the need for accurate land records.
Key market drivers include rapid urbanization, government regulations mandating land surveys for construction projects, and the increasing adoption of Geographic Information Systems (GIS) and Unmanned Aerial Vehicles (UAVs) for surveying purposes. However, the market may face challenges such as the lack of skilled surveyors, technological advancements requiring costly investments, and environmental regulations restricting access to certain areas. Major players in the market include BGT Land Surveying, TEC, Carow Land Surveying, GPA Professional Land Surveyors, Land Surveys, MOSTROM & ASSOC, McPeek Land Surveying (MLS), Russell Shortt Land Surveyors, and Ferguson & Foss, among others. The market is geographically segmented into North America, Europe, Asia Pacific, Middle East & Africa, and South America, with North America holding the largest share.
Land Surveying Trends
The global land surveying market is projected to reach $93.24 billion by 2028, growing at a CAGR of 4.5% from 2021 to 2028. The increasing demand for land development, the rise of smart cities, and the growing adoption of advanced technologies are the primary factors driving the market. The adoption of advanced technologies, such as drones, laser scanning, and GPS, has significantly improved the accuracy and efficiency of land surveying processes.
Key Market Insights:
- In 2021, the commercial building segment accounted for the largest share of the market, contributing over 40% of the revenue.
- The Asia-Pacific region is expected to witness the fastest growth over the forecast period due to the rapid urbanization and industrialization in the region.
- The growing demand for boundary surveys and construction surveys is expected to drive the market growth.
Driving Forces: What's Propelling the Land Surveying
The land surveying industry is driven by several key factors, including:
- Increasing demand for land development: The global population is growing, and as a result, the demand for land for housing, commercial development, and infrastructure is increasing.
- Rise of smart cities: Smart cities rely on accurate land surveying data for planning and development purposes.
- Adoption of advanced technologies: The adoption of advanced technologies, such as drones, laser scanning, and GPS, has significantly improved the accuracy and efficiency of land surveying processes.
- Growing awareness of environmental sustainability: Land surveying plays a crucial role in environmental protection, as it provides data on land use and land cover, which can be used to make informed decisions about land use planning and development.
Challenges and Restraints in Land Surveying
The land surveying industry faces several challenges and restraints, including:
- Shortage of qualified surveyors: The land surveying industry is facing a shortage of qualified surveyors, particularly in developing countries.
- High cost of equipment: The equipment used in land surveying can be expensive, making it difficult for small businesses to enter the market.
- Regulatory hurdles: Land surveying is a heavily regulated industry, and the regulations can vary from country to country.
- Environmental concerns: Land surveying can have a negative impact on the environment, such as disturbing wildlife and damaging vegetation.
Key Region or Country & Segment to Dominate the Market
The Asia-Pacific region is expected to dominate the global land surveying market over the forecast period. The region is home to several rapidly developing economies, including China, India, and Indonesia, which are experiencing a surge in demand for land development and infrastructure projects.
Within the market, the boundary survey segment is expected to grow at the fastest pace over the forecast period. Boundary surveys are essential for determining the boundaries of land parcels, and the demand for these surveys is expected to increase as the population grows and land becomes more scarce.
In addition to the Asia-Pacific region, the North American and European markets are also expected to witness significant growth over the forecast period. In North America, the demand for land surveying services is being driven by the growth of the commercial construction industry. In Europe, the demand for land surveying services is being driven by the implementation of smart city initiatives and the need for accurate land data for environmental protection purposes.
Growth Catalysts in Land Surveying Industry
The land surveying industry is poised for growth due to several factors, including:
- Increasing demand for land development: The global population is growing, and as a result, the demand for land for housing, commercial development, and infrastructure is increasing.
- Rise of smart cities: Smart cities rely on accurate land surveying data for planning, development, and resource management purposes.
- Adoption of advanced technologies: The adoption of advanced technologies, such as drones, laser scanning, and GPS, has significantly improved the accuracy, efficiency, and productivity of land surveying processes.
- Growing awareness of environmental sustainability: Land surveying plays a crucial role in environmental protection, as it provides data on land use and land cover, which can be used to make informed decisions about land use planning and development.
Leading Players in the Land Surveying
The leading players in the land surveying industry include:
- BGT Land Surveying
- TEC
- Carow Land Surveying
- GPA Professional Land Surveyors
- Land Surveys
- MOSTROM & ASSOC
- McPeek Land Surveying (MLS)
- Russell Shortt Land Surveyors
- Ferguson & Foss
- Compass Land Surveyors
- Gunnin Land Surveying
- Lansdale Surveying Inc.
- Parker Land Surveying, LLC
- Deren Land Surveying, LLC
- Colibri
- Uintah Engineering & Land Surveying (UELS)
Significant Developments in Land Surveying Sector
The land surveying sector has witnessed several significant developments in recent years, including:
- Adoption of advanced technologies: The adoption of advanced technologies, such as drones, laser scanning, and GPS, has significantly improved the accuracy and efficiency of land surveying processes.
- Emergence of new software and applications: The emergence of new software and applications has made land surveying data more accessible and easier to manage and analyze.
- Increased use of mobile devices: The increased use of mobile devices has made it easier for land surveyors to collect data in the field.
- Growing demand for boundary surveys: The growing demand for boundary surveys is being driven by the need to accurately determine the boundaries of land parcels.
- Increased awareness of environmental sustainability: The increased awareness of environmental sustainability is driving the demand for land surveying services to support environmental protection initiatives.
Comprehensive Coverage Land Surveying Report
This report provides a comprehensive overview of the land surveying industry, including market trends, driving forces, challenges, leading players, and significant developments. The report provides valuable insights for businesses and investors looking to capitalize on the growth opportunities in the land surveying industry.
Land Surveying Segmentation
-
1. Type
- 1.1. ALTA/ACSM
- 1.2. Boundary Survey
- 1.3. Construction Survey
- 1.4. Location Survey
- 1.5. Others
-
2. Application
- 2.1. Commercial Building
- 2.2. Residential Building
- 2.3. Others
Land Surveying Segmentation By Geography
-
1. North America
- 1.1. United States
- 1.2. Canada
- 1.3. Mexico
-
2. South America
- 2.1. Brazil
- 2.2. Argentina
- 2.3. Rest of South America
-
3. Europe
- 3.1. United Kingdom
- 3.2. Germany
- 3.3. France
- 3.4. Italy
- 3.5. Spain
- 3.6. Russia
- 3.7. Benelux
- 3.8. Nordics
- 3.9. Rest of Europe
-
4. Middle East & Africa
- 4.1. Turkey
- 4.2. Israel
- 4.3. GCC
- 4.4. North Africa
- 4.5. South Africa
- 4.6. Rest of Middle East & Africa
-
5. Asia Pacific
- 5.1. China
- 5.2. India
- 5.3. Japan
- 5.4. South Korea
- 5.5. ASEAN
- 5.6. Oceania
- 5.7. Rest of Asia Pacific
Land Surveying 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 3.6% from 2019-2033 |
| Segmentation |
|
Frequently Asked Questions
Table Of Content
- 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
- 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 Land Surveying Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Type
- 5.1.1. ALTA/ACSM
- 5.1.2. Boundary Survey
- 5.1.3. Construction Survey
- 5.1.4. Location Survey
- 5.1.5. Others
- 5.2. Market Analysis, Insights and Forecast - by Application
- 5.2.1. Commercial Building
- 5.2.2. Residential Building
- 5.2.3. Others
- 5.3. Market Analysis, Insights and Forecast - by Region
- 5.3.1. North America
- 5.3.2. South America
- 5.3.3. Europe
- 5.3.4. Middle East & Africa
- 5.3.5. Asia Pacific
- 5.1. Market Analysis, Insights and Forecast - by Type
- 6. North America Land Surveying Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Type
- 6.1.1. ALTA/ACSM
- 6.1.2. Boundary Survey
- 6.1.3. Construction Survey
- 6.1.4. Location Survey
- 6.1.5. Others
- 6.2. Market Analysis, Insights and Forecast - by Application
- 6.2.1. Commercial Building
- 6.2.2. Residential Building
- 6.2.3. Others
- 6.1. Market Analysis, Insights and Forecast - by Type
- 7. South America Land Surveying Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Type
- 7.1.1. ALTA/ACSM
- 7.1.2. Boundary Survey
- 7.1.3. Construction Survey
- 7.1.4. Location Survey
- 7.1.5. Others
- 7.2. Market Analysis, Insights and Forecast - by Application
- 7.2.1. Commercial Building
- 7.2.2. Residential Building
- 7.2.3. Others
- 7.1. Market Analysis, Insights and Forecast - by Type
- 8. Europe Land Surveying Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Type
- 8.1.1. ALTA/ACSM
- 8.1.2. Boundary Survey
- 8.1.3. Construction Survey
- 8.1.4. Location Survey
- 8.1.5. Others
- 8.2. Market Analysis, Insights and Forecast - by Application
- 8.2.1. Commercial Building
- 8.2.2. Residential Building
- 8.2.3. Others
- 8.1. Market Analysis, Insights and Forecast - by Type
- 9. Middle East & Africa Land Surveying Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - by Type
- 9.1.1. ALTA/ACSM
- 9.1.2. Boundary Survey
- 9.1.3. Construction Survey
- 9.1.4. Location Survey
- 9.1.5. Others
- 9.2. Market Analysis, Insights and Forecast - by Application
- 9.2.1. Commercial Building
- 9.2.2. Residential Building
- 9.2.3. Others
- 9.1. Market Analysis, Insights and Forecast - by Type
- 10. Asia Pacific Land Surveying Analysis, Insights and Forecast, 2019-2031
- 10.1. Market Analysis, Insights and Forecast - by Type
- 10.1.1. ALTA/ACSM
- 10.1.2. Boundary Survey
- 10.1.3. Construction Survey
- 10.1.4. Location Survey
- 10.1.5. Others
- 10.2. Market Analysis, Insights and Forecast - by Application
- 10.2.1. Commercial Building
- 10.2.2. Residential Building
- 10.2.3. Others
- 10.1. Market Analysis, Insights and Forecast - by Type
- 11. Competitive Analysis
- 11.1. Global Market Share Analysis 2024
- 11.2. Company Profiles
- 11.2.1 BGT Land Surveying
- 11.2.1.1. Overview
- 11.2.1.2. Products
- 11.2.1.3. SWOT Analysis
- 11.2.1.4. Recent Developments
- 11.2.1.5. Financials (Based on Availability)
- 11.2.2 TEC
- 11.2.2.1. Overview
- 11.2.2.2. Products
- 11.2.2.3. SWOT Analysis
- 11.2.2.4. Recent Developments
- 11.2.2.5. Financials (Based on Availability)
- 11.2.3 Carow Land Surveying
- 11.2.3.1. Overview
- 11.2.3.2. Products
- 11.2.3.3. SWOT Analysis
- 11.2.3.4. Recent Developments
- 11.2.3.5. Financials (Based on Availability)
- 11.2.4 GPA Professional Land Surveyors
- 11.2.4.1. Overview
- 11.2.4.2. Products
- 11.2.4.3. SWOT Analysis
- 11.2.4.4. Recent Developments
- 11.2.4.5. Financials (Based on Availability)
- 11.2.5 Land Surveys
- 11.2.5.1. Overview
- 11.2.5.2. Products
- 11.2.5.3. SWOT Analysis
- 11.2.5.4. Recent Developments
- 11.2.5.5. Financials (Based on Availability)
- 11.2.6 MOSTROM＆ASSOC
- 11.2.6.1. Overview
- 11.2.6.2. Products
- 11.2.6.3. SWOT Analysis
- 11.2.6.4. Recent Developments
- 11.2.6.5. Financials (Based on Availability)
- 11.2.7 McPeek Land Surveying（MLS）
- 11.2.7.1. Overview
- 11.2.7.2. Products
- 11.2.7.3. SWOT Analysis
- 11.2.7.4. Recent Developments
- 11.2.7.5. Financials (Based on Availability)
- 11.2.8 Russell Shortt Land Surveyors
- 11.2.8.1. Overview
- 11.2.8.2. Products
- 11.2.8.3. SWOT Analysis
- 11.2.8.4. Recent Developments
- 11.2.8.5. Financials (Based on Availability)
- 11.2.9 Ferguson＆Foss
- 11.2.9.1. Overview
- 11.2.9.2. Products
- 11.2.9.3. SWOT Analysis
- 11.2.9.4. Recent Developments
- 11.2.9.5. Financials (Based on Availability)
- 11.2.10 Compass Land Surveyors
- 11.2.10.1. Overview
- 11.2.10.2. Products
- 11.2.10.3. SWOT Analysis
- 11.2.10.4. Recent Developments
- 11.2.10.5. Financials (Based on Availability)
- 11.2.11 Gunnin Land Surveying
- 11.2.11.1. Overview
- 11.2.11.2. Products
- 11.2.11.3. SWOT Analysis
- 11.2.11.4. Recent Developments
- 11.2.11.5. Financials (Based on Availability)
- 11.2.12 Lansdale Surveying Inc.
- 11.2.12.1. Overview
- 11.2.12.2. Products
- 11.2.12.3. SWOT Analysis
- 11.2.12.4. Recent Developments
- 11.2.12.5. Financials (Based on Availability)
- 11.2.13 Parker Land Surveying，LLC
- 11.2.13.1. Overview
- 11.2.13.2. Products
- 11.2.13.3. SWOT Analysis
- 11.2.13.4. Recent Developments
- 11.2.13.5. Financials (Based on Availability)
- 11.2.14 Deren Land Surveying LLC
- 11.2.14.1. Overview
- 11.2.14.2. Products
- 11.2.14.3. SWOT Analysis
- 11.2.14.4. Recent Developments
- 11.2.14.5. Financials (Based on Availability)
- 11.2.15 Colibri
- 11.2.15.1. Overview
- 11.2.15.2. Products
- 11.2.15.3. SWOT Analysis
- 11.2.15.4. Recent Developments
- 11.2.15.5. Financials (Based on Availability)
- 11.2.16 Uintah Engineering & Land Surveying (UELS)
- 11.2.16.1. Overview
- 11.2.16.2. Products
- 11.2.16.3. SWOT Analysis
- 11.2.16.4. Recent Developments
- 11.2.16.5. Financials (Based on Availability)
- 11.2.17
- 11.2.17.1. Overview
- 11.2.17.2. Products
- 11.2.17.3. SWOT Analysis
- 11.2.17.4. Recent Developments
- 11.2.17.5. Financials (Based on Availability)
- 11.2.1 BGT Land Surveying
List of Figures
- Figure 1: Global Land Surveying Revenue Breakdown (million, %) by Region 2024 & 2032
- Figure 2: North America Land Surveying Revenue (million), by Type 2024 & 2032
- Figure 3: North America Land Surveying Revenue Share (%), by Type 2024 & 2032
- Figure 4: North America Land Surveying Revenue (million), by Application 2024 & 2032
- Figure 5: North America Land Surveying Revenue Share (%), by Application 2024 & 2032
- Figure 6: North America Land Surveying Revenue (million), by Country 2024 & 2032
- Figure 7: North America Land Surveying Revenue Share (%), by Country 2024 & 2032
- Figure 8: South America Land Surveying Revenue (million), by Type 2024 & 2032
- Figure 9: South America Land Surveying Revenue Share (%), by Type 2024 & 2032
- Figure 10: South America Land Surveying Revenue (million), by Application 2024 & 2032
- Figure 11: South America Land Surveying Revenue Share (%), by Application 2024 & 2032
- Figure 12: South America Land Surveying Revenue (million), by Country 2024 & 2032
- Figure 13: South America Land Surveying Revenue Share (%), by Country 2024 & 2032
- Figure 14: Europe Land Surveying Revenue (million), by Type 2024 & 2032
- Figure 15: Europe Land Surveying Revenue Share (%), by Type 2024 & 2032
- Figure 16: Europe Land Surveying Revenue (million), by Application 2024 & 2032
- Figure 17: Europe Land Surveying Revenue Share (%), by Application 2024 & 2032
- Figure 18: Europe Land Surveying Revenue (million), by Country 2024 & 2032
- Figure 19: Europe Land Surveying Revenue Share (%), by Country 2024 & 2032
- Figure 20: Middle East & Africa Land Surveying Revenue (million), by Type 2024 & 2032
- Figure 21: Middle East & Africa Land Surveying Revenue Share (%), by Type 2024 & 2032
- Figure 22: Middle East & Africa Land Surveying Revenue (million), by Application 2024 & 2032
- Figure 23: Middle East & Africa Land Surveying Revenue Share (%), by Application 2024 & 2032
- Figure 24: Middle East & Africa Land Surveying Revenue (million), by Country 2024 & 2032
- Figure 25: Middle East & Africa Land Surveying Revenue Share (%), by Country 2024 & 2032
- Figure 26: Asia Pacific Land Surveying Revenue (million), by Type 2024 & 2032
- Figure 27: Asia Pacific Land Surveying Revenue Share (%), by Type 2024 & 2032
- Figure 28: Asia Pacific Land Surveying Revenue (million), by Application 2024 & 2032
- Figure 29: Asia Pacific Land Surveying Revenue Share (%), by Application 2024 & 2032
- Figure 30: Asia Pacific Land Surveying Revenue (million), by Country 2024 & 2032
- Figure 31: Asia Pacific Land Surveying Revenue Share (%), by Country 2024 & 2032
List of Tables
- Table 1: Global Land Surveying Revenue million Forecast, by Region 2019 & 2032
- Table 2: Global Land Surveying Revenue million Forecast, by Type 2019 & 2032
- Table 3: Global Land Surveying Revenue million Forecast, by Application 2019 & 2032
- Table 4: Global Land Surveying Revenue million Forecast, by Region 2019 & 2032
- Table 5: Global Land Surveying Revenue million Forecast, by Type 2019 & 2032
- Table 6: Global Land Surveying Revenue million Forecast, by Application 2019 & 2032
- Table 7: Global Land Surveying Revenue million Forecast, by Country 2019 & 2032
- Table 8: United States Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 9: Canada Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 10: Mexico Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 11: Global Land Surveying Revenue million Forecast, by Type 2019 & 2032
- Table 12: Global Land Surveying Revenue million Forecast, by Application 2019 & 2032
- Table 13: Global Land Surveying Revenue million Forecast, by Country 2019 & 2032
- Table 14: Brazil Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 15: Argentina Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 16: Rest of South America Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 17: Global Land Surveying Revenue million Forecast, by Type 2019 & 2032
- Table 18: Global Land Surveying Revenue million Forecast, by Application 2019 & 2032
- Table 19: Global Land Surveying Revenue million Forecast, by Country 2019 & 2032
- Table 20: United Kingdom Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 21: Germany Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 22: France Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 23: Italy Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 24: Spain Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 25: Russia Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 26: Benelux Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 27: Nordics Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 28: Rest of Europe Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 29: Global Land Surveying Revenue million Forecast, by Type 2019 & 2032
- Table 30: Global Land Surveying Revenue million Forecast, by Application 2019 & 2032
- Table 31: Global Land Surveying Revenue million Forecast, by Country 2019 & 2032
- Table 32: Turkey Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 33: Israel Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 34: GCC Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 35: North Africa Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 36: South Africa Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 37: Rest of Middle East & Africa Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 38: Global Land Surveying Revenue million Forecast, by Type 2019 & 2032
- Table 39: Global Land Surveying Revenue million Forecast, by Application 2019 & 2032
- Table 40: Global Land Surveying Revenue million Forecast, by Country 2019 & 2032
- Table 41: China Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 42: India Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 43: Japan Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 44: South Korea Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 45: ASEAN Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 46: Oceania Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
- Table 47: Rest of Asia Pacific Land Surveying Revenue (million) Forecast, by Application 2019 & 2032
| Aspects | Details |
|---|---|
| Study Period | 2019-2033 |
| Base Year | 2024 |
| Estimated Year | 2025 |
| Forecast Period | 2025-2033 |
| Historical Period | 2019-2024 |
| Growth Rate | CAGR of 3.6% from 2019-2033 |
| Segmentation |
|
STEP 1 - Identification of Relevant Samples Size from Population Database
STEP 2 - Approaches for Defining Global Market Size (Value, Volume* & Price*)
Top-down and bottom-up approaches are used to validate the global market size and estimate the market size for manufactures, regional segemnts, product and application.
Note* : In applicable scenarios
STEP 3 - Data Sources
Primary Research
- Web Analytics
- Survey Reports
- Research Institute
- Latest Research Reports
- Opinion Leaders
Secondary Research
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- Industry Association
- Paid Database
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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
Additionally after gathering mix and scattered data from wide range of sources, data is triangull- ated and correlated to come up with estimated figures which are further validated through primary mediums, or industry experts, opinion leader.
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