Toddler Beds Market Insights and Growth by 2031
For a child's overall development, sleep plays a vital role as it provides physical as well as mental relaxation. A toddler bed is a little bed that is created primarily for children under the age of three. On all sides of the bed, there are rails. This keeps the child from rolling out of bed. Toddler beds are lower to the ground than twin beds, allowing the child's guardian to easily change the child's clothes and diapers. Over the past few years, manufacturers are designing toddler beds with different styles ranging from traditional to modern designs and shapes.
MARKET DYNAMICS
Growing demand for toddler beds in order to ensure child safety and development is the key factor driving the market growth. Moreover, increasing concerns about the children safety amongst the parents is also propelling the demand for toddler beds. Additionally, growing trend of nuclear families across the globe is also expected to contribute to the market growth over the forecast period.
MARKET SCOPE
The "Global Toddler beds Market Analysis to 2031" is a specialized and in-depth study of the consumer goods industry with a particular focus on the global market trend analysis. The report aims to provide an overview of the toddler beds market with detailed market segmentation based on material, type, and distribution channel. The global toddler beds market is expected to witness high growth during the forecast period. The report provides key statistics on the market status of the leading toddler beds market players and offers key trends and opportunities in the market.
MARKET SEGMENTATION
The global toddler beds market is segmented into material, type, and distribution channel. By material, the toddler beds market is classified into wood, metal, polymers, and others. By type, the toddler beds market is classified into bunk beds, loft beds, single beds, storage beds, trundle beds, and others. By distribution channel, the toddler beds market is classified into specialty stores, online retail, and others.
REGIONAL FRAMEWORK
The report provides a detailed overview of the industry, including both qualitative and quantitative information. It provides an overview and forecast of the global toddler beds market based on various segments. It also provides market size and forecast estimates from the year 2021 to 2031 concerning five major regions, namely; North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA), and South America. The toddler beds market by each region is later sub-segmented by respective countries and segments. The report covers the analysis and forecast of 18 countries globally, along with the current trend and opportunities prevailing in the region.
The report analyzes factors affecting the toddler beds market from both demand and supply side. Further, it evaluates market dynamics affecting the market during the forecast period, i.e., drivers, restraints, opportunities, and future trends. The report also provides exhaustive PEST analysis for all five regions, namely; North America, Europe, APAC, MEA, and South America, after evaluating political, economic, social, and technological factors affecting the toddler beds in these regions.
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The report provides a detailed overview of the industry, including both qualitative and quantitative information. It provides an overview and forecast of the global toddler beds market based on various segments. It also provides market size and forecast estimates from the year 2021 to 2031 concerning five major regions, namely; North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA), and South America. The toddler beds market by each region is later sub-segmented by respective countries and segments. The report covers the analysis and forecast of 18 countries globally, along with the current trend and opportunities prevailing in the region.
The report analyzes factors affecting the toddler beds market from both demand and supply side. Further, it evaluates market dynamics affecting the market during the forecast period, i.e., drivers, restraints, opportunities, and future trends. The report also provides exhaustive PEST analysis for all five regions, namely; North America, Europe, APAC, MEA, and South America, after evaluating political, economic, social, and technological factors affecting the toddler beds in these regions.
MARKET PLAYERS
The report covers vital developments in the toddler beds as organic and inorganic growth strategies. Various companies are focusing on organic growth strategies such as product launches, product approvals, and others, such as patents and events. Inorganic growth strategies activities witnessed in the market were acquisitions and partnerships & collaborations. These activities have paved the way for the expansion of business and customer base of market players. The market payers from the toddler beds are anticipated to lucrative growth opportunities in the future with the rising demand for toddler beds in the global market. Below mentioned is the list of few companies engaged in the toddler beds market.
The report also includes the profiles of key companies along with their SWOT analysis and market strategies in the toddler beds market. Besides, the report focuses on leading industry players with information such as company profiles, components, and services offered, financial information of the last three years, the critical development in the past five years.
- Maxwood Furniture
- Sweet Dreams UK
- Delta Children's Products Corp.
- Orbelle Trade Inc.
- Dorel Living
- Goodbaby International
- Stokke AS
- Storkcraft
- Silver Cross
- BabyBjörn AB
- Sample PDF showcases the content structure and the nature of the information with qualitative and quantitative analysis.
- Request discounts available for Start-Ups & Universities
Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends
Segment Covered
This text is related
to segments covered.
Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America
Country Scope
This text is related
to country scope.
1. INTRODUCTION
1.1. SCOPE OF THE STUDY
1.2. THE INSIGHT PARTNERS RESEARCH REPORT GUIDANCE
1.3. MARKET SEGMENTATION
1.3.1 Toddler Beds Market - By Material
1.3.2 Toddler Beds Market - By Type
1.3.3 Toddler Beds Market - By Distribution Channel
1.3.4 Toddler Beds Market - By Region
1.3.4.1 By Country
2. KEY TAKEAWAYS
3. RESEARCH METHODOLOGY
4. TODDLER BEDS MARKET LANDSCAPE
4.1. OVERVIEW
4.2. PEST ANALYSIS
4.2.1 North America - Pest Analysis
4.2.2 Europe - Pest Analysis
4.2.3 Asia-Pacific - Pest Analysis
4.2.4 Middle East and Africa - Pest Analysis
4.2.5 South and Central America - Pest Analysis
4.3. EXPERT OPINIONS
5. TODDLER BEDS MARKET - KEY MARKET DYNAMICS
5.1. KEY MARKET DRIVERS
5.2. KEY MARKET RESTRAINTS
5.3. KEY MARKET OPPORTUNITIES
5.4. FUTURE TRENDS
5.5. IMPACT ANALYSIS OF DRIVERS AND RESTRAINTS
6. TODDLER BEDS MARKET - GLOBAL MARKET ANALYSIS
6.1. TODDLER BEDS - GLOBAL MARKET OVERVIEW
6.2. TODDLER BEDS - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING
7. TODDLER BEDS MARKET - REVENUE AND FORECASTS TO 2028 - MATERIAL
7.1. OVERVIEW
7.2. MATERIAL MARKET FORECASTS AND ANALYSIS
7.3. WOOD
7.3.1. Overview
7.3.2. Wood Market Forecast and Analysis
7.4. METAL
7.4.1. Overview
7.4.2. Metal Market Forecast and Analysis
7.5. POLYMERS
7.5.1. Overview
7.5.2. Polymers Market Forecast and Analysis
7.6. OTHERS
7.6.1. Overview
7.6.2. Others Market Forecast and Analysis
8. TODDLER BEDS MARKET - REVENUE AND FORECASTS TO 2028 - TYPE
8.1. OVERVIEW
8.2. TYPE MARKET FORECASTS AND ANALYSIS
8.3. BUNK BEDS
8.3.1. Overview
8.3.2. Bunk Beds Market Forecast and Analysis
8.4. LOFT BEDS
8.4.1. Overview
8.4.2. Loft Beds Market Forecast and Analysis
8.5. SINGLE BEDS
8.5.1. Overview
8.5.2. Single Beds Market Forecast and Analysis
8.6. STORAGE BEDS
8.6.1. Overview
8.6.2. Storage Beds Market Forecast and Analysis
8.7. TRUNDLE BEDS
8.7.1. Overview
8.7.2. Trundle Beds Market Forecast and Analysis
8.8. OTHERS
8.8.1. Overview
8.8.2. Others Market Forecast and Analysis
9. TODDLER BEDS MARKET - REVENUE AND FORECASTS TO 2028 - DISTRIBUTION CHANNEL
9.1. OVERVIEW
9.2. DISTRIBUTION CHANNEL MARKET FORECASTS AND ANALYSIS
9.3. SPECIALTY STORES
9.3.1. Overview
9.3.2. Specialty Stores Market Forecast and Analysis
9.4. ONLINE RETAIL
9.4.1. Overview
9.4.2. Online Retail Market Forecast and Analysis
9.5. OTHERS
9.5.1. Overview
9.5.2. Others Market Forecast and Analysis
10. TODDLER BEDS MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
10.1. NORTH AMERICA
10.1.1 North America Toddler Beds Market Overview
10.1.2 North America Toddler Beds Market Forecasts and Analysis
10.1.3 North America Toddler Beds Market Forecasts and Analysis - By Material
10.1.4 North America Toddler Beds Market Forecasts and Analysis - By Type
10.1.5 North America Toddler Beds Market Forecasts and Analysis - By Distribution Channel
10.1.6 North America Toddler Beds Market Forecasts and Analysis - By Countries
10.1.6.1 United States Toddler Beds Market
10.1.6.1.1 United States Toddler Beds Market by Material
10.1.6.1.2 United States Toddler Beds Market by Type
10.1.6.1.3 United States Toddler Beds Market by Distribution Channel
10.1.6.2 Canada Toddler Beds Market
10.1.6.2.1 Canada Toddler Beds Market by Material
10.1.6.2.2 Canada Toddler Beds Market by Type
10.1.6.2.3 Canada Toddler Beds Market by Distribution Channel
10.1.6.3 Mexico Toddler Beds Market
10.1.6.3.1 Mexico Toddler Beds Market by Material
10.1.6.3.2 Mexico Toddler Beds Market by Type
10.1.6.3.3 Mexico Toddler Beds Market by Distribution Channel
10.2. EUROPE
10.2.1 Europe Toddler Beds Market Overview
10.2.2 Europe Toddler Beds Market Forecasts and Analysis
10.2.3 Europe Toddler Beds Market Forecasts and Analysis - By Material
10.2.4 Europe Toddler Beds Market Forecasts and Analysis - By Type
10.2.5 Europe Toddler Beds Market Forecasts and Analysis - By Distribution Channel
10.2.6 Europe Toddler Beds Market Forecasts and Analysis - By Countries
10.2.6.1 Germany Toddler Beds Market
10.2.6.1.1 Germany Toddler Beds Market by Material
10.2.6.1.2 Germany Toddler Beds Market by Type
10.2.6.1.3 Germany Toddler Beds Market by Distribution Channel
10.2.6.2 France Toddler Beds Market
10.2.6.2.1 France Toddler Beds Market by Material
10.2.6.2.2 France Toddler Beds Market by Type
10.2.6.2.3 France Toddler Beds Market by Distribution Channel
10.2.6.3 Italy Toddler Beds Market
10.2.6.3.1 Italy Toddler Beds Market by Material
10.2.6.3.2 Italy Toddler Beds Market by Type
10.2.6.3.3 Italy Toddler Beds Market by Distribution Channel
10.2.6.4 United Kingdom Toddler Beds Market
10.2.6.4.1 United Kingdom Toddler Beds Market by Material
10.2.6.4.2 United Kingdom Toddler Beds Market by Type
10.2.6.4.3 United Kingdom Toddler Beds Market by Distribution Channel
10.2.6.5 Russia Toddler Beds Market
10.2.6.5.1 Russia Toddler Beds Market by Material
10.2.6.5.2 Russia Toddler Beds Market by Type
10.2.6.5.3 Russia Toddler Beds Market by Distribution Channel
10.2.6.6 Rest of Europe Toddler Beds Market
10.2.6.6.1 Rest of Europe Toddler Beds Market by Material
10.2.6.6.2 Rest of Europe Toddler Beds Market by Type
10.2.6.6.3 Rest of Europe Toddler Beds Market by Distribution Channel
10.3. ASIA-PACIFIC
10.3.1 Asia-Pacific Toddler Beds Market Overview
10.3.2 Asia-Pacific Toddler Beds Market Forecasts and Analysis
10.3.3 Asia-Pacific Toddler Beds Market Forecasts and Analysis - By Material
10.3.4 Asia-Pacific Toddler Beds Market Forecasts and Analysis - By Type
10.3.5 Asia-Pacific Toddler Beds Market Forecasts and Analysis - By Distribution Channel
10.3.6 Asia-Pacific Toddler Beds Market Forecasts and Analysis - By Countries
10.3.6.1 Australia Toddler Beds Market
10.3.6.1.1 Australia Toddler Beds Market by Material
10.3.6.1.2 Australia Toddler Beds Market by Type
10.3.6.1.3 Australia Toddler Beds Market by Distribution Channel
10.3.6.2 China Toddler Beds Market
10.3.6.2.1 China Toddler Beds Market by Material
10.3.6.2.2 China Toddler Beds Market by Type
10.3.6.2.3 China Toddler Beds Market by Distribution Channel
10.3.6.3 India Toddler Beds Market
10.3.6.3.1 India Toddler Beds Market by Material
10.3.6.3.2 India Toddler Beds Market by Type
10.3.6.3.3 India Toddler Beds Market by Distribution Channel
10.3.6.4 Japan Toddler Beds Market
10.3.6.4.1 Japan Toddler Beds Market by Material
10.3.6.4.2 Japan Toddler Beds Market by Type
10.3.6.4.3 Japan Toddler Beds Market by Distribution Channel
10.3.6.5 South Korea Toddler Beds Market
10.3.6.5.1 South Korea Toddler Beds Market by Material
10.3.6.5.2 South Korea Toddler Beds Market by Type
10.3.6.5.3 South Korea Toddler Beds Market by Distribution Channel
10.3.6.6 Rest of Asia-Pacific Toddler Beds Market
10.3.6.6.1 Rest of Asia-Pacific Toddler Beds Market by Material
10.3.6.6.2 Rest of Asia-Pacific Toddler Beds Market by Type
10.3.6.6.3 Rest of Asia-Pacific Toddler Beds Market by Distribution Channel
10.4. MIDDLE EAST AND AFRICA
10.4.1 Middle East and Africa Toddler Beds Market Overview
10.4.2 Middle East and Africa Toddler Beds Market Forecasts and Analysis
10.4.3 Middle East and Africa Toddler Beds Market Forecasts and Analysis - By Material
10.4.4 Middle East and Africa Toddler Beds Market Forecasts and Analysis - By Type
10.4.5 Middle East and Africa Toddler Beds Market Forecasts and Analysis - By Distribution Channel
10.4.6 Middle East and Africa Toddler Beds Market Forecasts and Analysis - By Countries
10.4.6.1 South Africa Toddler Beds Market
10.4.6.1.1 South Africa Toddler Beds Market by Material
10.4.6.1.2 South Africa Toddler Beds Market by Type
10.4.6.1.3 South Africa Toddler Beds Market by Distribution Channel
10.4.6.2 Saudi Arabia Toddler Beds Market
10.4.6.2.1 Saudi Arabia Toddler Beds Market by Material
10.4.6.2.2 Saudi Arabia Toddler Beds Market by Type
10.4.6.2.3 Saudi Arabia Toddler Beds Market by Distribution Channel
10.4.6.3 U.A.E Toddler Beds Market
10.4.6.3.1 U.A.E Toddler Beds Market by Material
10.4.6.3.2 U.A.E Toddler Beds Market by Type
10.4.6.3.3 U.A.E Toddler Beds Market by Distribution Channel
10.4.6.4 Rest of Middle East and Africa Toddler Beds Market
10.4.6.4.1 Rest of Middle East and Africa Toddler Beds Market by Material
10.4.6.4.2 Rest of Middle East and Africa Toddler Beds Market by Type
10.4.6.4.3 Rest of Middle East and Africa Toddler Beds Market by Distribution Channel
10.5. SOUTH AND CENTRAL AMERICA
10.5.1 South and Central America Toddler Beds Market Overview
10.5.2 South and Central America Toddler Beds Market Forecasts and Analysis
10.5.3 South and Central America Toddler Beds Market Forecasts and Analysis - By Material
10.5.4 South and Central America Toddler Beds Market Forecasts and Analysis - By Type
10.5.5 South and Central America Toddler Beds Market Forecasts and Analysis - By Distribution Channel
10.5.6 South and Central America Toddler Beds Market Forecasts and Analysis - By Countries
10.5.6.1 Brazil Toddler Beds Market
10.5.6.1.1 Brazil Toddler Beds Market by Material
10.5.6.1.2 Brazil Toddler Beds Market by Type
10.5.6.1.3 Brazil Toddler Beds Market by Distribution Channel
10.5.6.2 Argentina Toddler Beds Market
10.5.6.2.1 Argentina Toddler Beds Market by Material
10.5.6.2.2 Argentina Toddler Beds Market by Type
10.5.6.2.3 Argentina Toddler Beds Market by Distribution Channel
10.5.6.3 Rest of South and Central America Toddler Beds Market
10.5.6.3.1 Rest of South and Central America Toddler Beds Market by Material
10.5.6.3.2 Rest of South and Central America Toddler Beds Market by Type
10.5.6.3.3 Rest of South and Central America Toddler Beds Market by Distribution Channel
11. INDUSTRY LANDSCAPE
11.1. MERGERS AND ACQUISITIONS
11.2. AGREEMENTS, COLLABORATIONS AND JOIN VENTURES
11.3. NEW PRODUCT LAUNCHES
11.4. EXPANSIONS AND OTHER STRATEGIC DEVELOPMENTS
12. TODDLER BEDS MARKET, KEY COMPANY PROFILES
12.1. MAXWOOD FURNITURE
12.1.1. Key Facts
12.1.2. Business Description
12.1.3. Products and Services
12.1.4. Financial Overview
12.1.5. SWOT Analysis
12.1.6. Key Developments
12.2. SWEET DREAMS UK
12.2.1. Key Facts
12.2.2. Business Description
12.2.3. Products and Services
12.2.4. Financial Overview
12.2.5. SWOT Analysis
12.2.6. Key Developments
12.3. DELTA CHILDREN'S PRODUCTS CORP.
12.3.1. Key Facts
12.3.2. Business Description
12.3.3. Products and Services
12.3.4. Financial Overview
12.3.5. SWOT Analysis
12.3.6. Key Developments
12.4. ORBELLE TRADE INC.
12.4.1. Key Facts
12.4.2. Business Description
12.4.3. Products and Services
12.4.4. Financial Overview
12.4.5. SWOT Analysis
12.4.6. Key Developments
12.5. DOREL LIVING
12.5.1. Key Facts
12.5.2. Business Description
12.5.3. Products and Services
12.5.4. Financial Overview
12.5.5. SWOT Analysis
12.5.6. Key Developments
12.6. GOODBABY INTERNATIONAL
12.6.1. Key Facts
12.6.2. Business Description
12.6.3. Products and Services
12.6.4. Financial Overview
12.6.5. SWOT Analysis
12.6.6. Key Developments
12.7. STOKKE AS
12.7.1. Key Facts
12.7.2. Business Description
12.7.3. Products and Services
12.7.4. Financial Overview
12.7.5. SWOT Analysis
12.7.6. Key Developments
12.8. STORKCRAFT
12.8.1. Key Facts
12.8.2. Business Description
12.8.3. Products and Services
12.8.4. Financial Overview
12.8.5. SWOT Analysis
12.8.6. Key Developments
12.9. SILVER CROSS
12.9.1. Key Facts
12.9.2. Business Description
12.9.3. Products and Services
12.9.4. Financial Overview
12.9.5. SWOT Analysis
12.9.6. Key Developments
12.10. BABYBJöRN AB
12.10.1. Key Facts
12.10.2. Business Description
12.10.3. Products and Services
12.10.4. Financial Overview
12.10.5. SWOT Analysis
12.10.6. Key Developments
13. APPENDIX
13.1. ABOUT THE INSIGHT PARTNERS
13.2. GLOSSARY OF TERMS
1. Maxwood Furniture
2. Sweet Dreams UK
3. Delta Children's Products Corp.
4. Orbelle Trade Inc.
5. Dorel Living
6. Goodbaby International
7. Stokke AS
8. Storkcraft
9. Silver Cross
10. BabyBjörn AB
The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.
- Data Collection and Secondary Research:
As a market research and consulting firm operating from a decade, we have published many reports and advised several clients across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.
Several associations trade associates, technical forums, institutes, societies and organizations are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in the last 3 years are scrutinized and analyzed to understand the current market trends.
- Primary Research:
The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.
For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/Sales Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.
A typical research interview fulfils the following functions:
- Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
- Validates and strengthens in-house secondary research findings
- Develops the analysis team’s expertise and market understanding
Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:
- Industry participants: VPs, business development managers, market intelligence managers and national sales managers
- Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.
Below is the breakup of our primary respondents by company, designation, and region:
Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.
- Data Analysis:
Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.
- 3.1 Macro-Economic Factor Analysis:
We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.
- 3.2 Country Level Data:
Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.
- 3.3 Company Profile:
The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.
- 3.4 Developing Base Number:
Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.
- Data Triangulation and Final Review:
The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.
We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.
We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.
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