Snapshot
The global Paper AGV market size is estimated at xxx million USD with a CAGR xx% from 2016-2020 and is expected to reach xxx Million USD in 2021 with a CAGR xx% from 2021 to 2026. The report begins from overview of Industry Chain structure, and describes industry environment, then analyses market size and forecast of Paper AGV by product, region and application, in addition, this report introduces market competition situation among the vendors and company profile, besides, market price analysis and value chain features are covered in this report.
Product Type Coverage (Market Size & Forecast, Major Company of Product Type etc.):
Unit Load Type
Automated Forklift Type
Tugger Type
Others
Company Coverage (Company Profile, Sales Revenue, Price, Gross Margin, Main Products etc.):
Daifuku
Dematic
Egemin Automation
JBT
Meidensha
Corecon
Seegrid
Aethon
Doerfer
Savant Automation
Bastian Solutions
Murata
Transbotics
Application Coverage (Market Size & Forecast, Different Demand Market by Region, Main Consumer Profile etc.):
Paper Mill
Printing Shop
Others
Region Coverage (Regional Production, Demand & Forecast by Countries etc.):
North America (U.S., Canada, Mexico)
Europe (Germany, U.K., France, Italy, Russia, Spain etc.)
Asia-Pacific (China, India, Japan, Southeast Asia etc.)
South America (Brazil, Argentina etc.)
Middle East & Africa (Saudi Arabia, South Africa etc.)
The global Paper AGV market size is estimated at xxx million USD with a CAGR xx% from 2016-2020 and is expected to reach xxx Million USD in 2021 with a CAGR xx% from 2021 to 2026. The report begins from overview of Industry Chain structure, and describes industry environment, then analyses market size and forecast of Paper AGV by product, region and application, in addition, this report introduces market competition situation among the vendors and company profile, besides, market price analysis and value chain features are covered in this report.
Product Type Coverage (Market Size & Forecast, Major Company of Product Type etc.):
Unit Load Type
Automated Forklift Type
Tugger Type
Others
Company Coverage (Company Profile, Sales Revenue, Price, Gross Margin, Main Products etc.):
Daifuku
Dematic
Egemin Automation
JBT
Meidensha
Corecon
Seegrid
Aethon
Doerfer
Savant Automation
Bastian Solutions
Murata
Transbotics
Application Coverage (Market Size & Forecast, Different Demand Market by Region, Main Consumer Profile etc.):
Paper Mill
Printing Shop
Others
Region Coverage (Regional Production, Demand & Forecast by Countries etc.):
North America (U.S., Canada, Mexico)
Europe (Germany, U.K., France, Italy, Russia, Spain etc.)
Asia-Pacific (China, India, Japan, Southeast Asia etc.)
South America (Brazil, Argentina etc.)
Middle East & Africa (Saudi Arabia, South Africa etc.)
Table of Contents
Table of Contents
1 Industry Overview
1.1 Paper AGV Industry
Figure Paper AGV Industry Chain Structure
1.1.1 Overview
1.1.2 Development of Paper AGV
1.2 Market Segment
1.2.1 Upstream
Table Upstream Segment of Paper AGV
1.2.2 Downstream
Table Application Segment of Paper AGV
Table Global Paper AGV Market 2016-2026, by Application, in USD Million
1.2.3 COVID-19 Impact
1.3 Cost Analysis
2 Industry Environment (PEST Analysis)
2.1 Policy
2.2 Economics
2.3 Sociology
2.4 Technology
3 Paper AGV Market by Type
3.1 By Type
3.1.1 Unit Load Type
Table Major Company List of Unit Load Type
3.1.2 Automated Forklift Type
Table Major Company List of Automated Forklift Type
3.1.3 Tugger Type
Table Major Company List of Tugger Type
3.1.4 Others
Table Major Company List of Others
3.2 Market Size
Table Global Paper AGV Market 2016-2020, by Type, in USD Million
Figure Global Paper AGV Market Growth 2016-2020, by Type, in USD Million
Table Global Paper AGV Market 2016-2020, by Type, in Volume
Figure Global Paper AGV Market Growth 2016-2020, by Type, in Volume
3.3 Market Forecast
Table Global Paper AGV Market Forecast 2021-2026, by Type, in USD Million
Table Global Paper AGV Market Forecast 2021-2026, by Type, in Volume
4 Major Companies List
4.1 Daifuku (Company Profile, Sales Data etc.)
4.1.1 Daifuku Profile
Table Daifuku Overview List
4.1.2 Daifuku Products & Services
4.1.3 Daifuku Business Operation Conditions
Table Business Operation of Daifuku (Sales Revenue, Sales Volume, Price, Cost, Gross Margin)
4.2 Dematic (Company Profile, Sales Data etc.)
4.2.1 Dematic Profile
Table Dematic Overview List
4.2.2 Dematic Products & Services
4.2.3 Dematic Business Operation Conditions
Table Business Operation of Dematic (Sales Revenue, Sales Volume, Price, Cost, Gross Margin)
4.3 Egemin Automation (Company Profile, Sales Data etc.)
4.3.1 Egemin Automation Profile
Table Egemin Automation Overview List
4.3.2 Egemin Automation Products & Services
4.3.3 Egemin Automation Business Operation Conditions
Table Business Operation of Egemin Automation (Sales Revenue, Sales Volume, Price, Cost, Gross Margin)
4.4 JBT (Company Profile, Sales Data etc.)
4.4.1 JBT Profile
Table JBT Overview List
4.4.2 JBT Products & Services
4.4.3 JBT Business Operation Conditions
Table Business Operation of JBT (Sales Revenue, Sales Volume, Price, Cost, Gross Margin)
4.5 Meidensha (Company Profile, Sales Data etc.)
4.5.1 Meidensha Profile
Table Meidensha Overview List
4.5.2 Meidensha Products & Services
4.5.3 Meidensha Business Operation Conditions
Table Business Operation of Meidensha (Sales Revenue, Sales Volume, Price, Cost, Gross Margin)
4.6 Corecon (Company Profile, Sales Data etc.)
4.6.1 Corecon Profile
Table Corecon Overview List
4.6.2 Corecon Products & Services
4.6.3 Corecon Business Operation Conditions
Table Business Operation of Corecon (Sales Revenue, Sales Volume, Price, Cost, Gross Margin)
4.7 Seegrid (Company Profile, Sales Data etc.)
4.7.1 Seegrid Profile
Table Seegrid Overview List
4.7.2 Seegrid Products & Services
4.7.3 Seegrid Business Operation Conditions
Table Business Operation of Seegrid (Sales Revenue, Sales Volume, Price, Cost, Gross Margin)
4.8 Aethon (Company Profile, Sales Data etc.)
4.8.1 Aethon Profile
Table Aethon Overview List
4.8.2 Aethon Products & Services
4.8.3 Aethon Business Operation Conditions
Table Business Operation of Aethon (Sales Revenue, Sales Volume, Price, Cost, Gross Margin)
4.9 Doerfer (Company Profile, Sales Data etc.)
4.9.1 Doerfer Profile
Table Doerfer Overview List
4.9.2 Doerfer Products & Services
4.9.3 Doerfer Business Operation Conditions
Table Business Operation of Doerfer (Sales Revenue, Sales Volume, Price, Cost, Gross Margin)
4.10 Savant Automation (Company Profile, Sales Data etc.)
4.10.1 Savant Automation Profile
Table Savant Automation Overview List
4.10.2 Savant Automation Products & Services
4.10.3 Savant Automation Business Operation Conditions
Table Business Operation of Savant Automation (Sales Revenue, Sales Volume, Price, Cost, Gross Margin)
4.11 Bastian Solutions (Company Profile, Sales Data etc.)
4.11.1 Bastian Solutions Profile
Table Bastian Solutions Overview List
4.11.2 Bastian Solutions Products & Services
4.11.3 Bastian Solutions Business Operation Conditions
Table Business Operation of Bastian Solutions (Sales Revenue, Sales Volume, Price, Cost, Gross Margin)
4.12 Murata (Company Profile, Sales Data etc.)
4.12.1 Murata Profile
Table Murata Overview List
4.12.2 Murata Products & Services
4.12.3 Murata Business Operation Conditions
Table Business Operation of Murata (Sales Revenue, Cost, Gross Margin)
4.13 Transbotics (Company Profile, Sales Data etc.)
4.13.1 Transbotics Profile
Table Transbotics Overview List
4.13.2 Transbotics Products & Services
4.13.3 Transbotics Business Operation Conditions
Table Business Operation of Transbotics (Sales Revenue, Sales Volume, Price, Cost, Gross Margin)
5 Market Competition
5.1 Company Competition
Table Global Paper AGV Sales Revenue 2016-2020, by Company, in USD Million
Table Global Paper AGV Sales Revenue Share 2016-2020, by Company, in USD Million
Figure Global Paper AGV Sales Revenue Share in 2020, by Company, in USD Million
Table Global Paper AGV Sales Volume 2016-2020, by Company, in Volume
Table Global Paper AGV Sales Volume Share 2016-2020, by Company, in Volume
Figure Global Paper AGV Sales Volume Share in 2020, by Company, in Volume
5.2 Regional Market by Company
Figure North America Paper AGV Market Concentration, in 2020
Figure Europe Paper AGV Market Market Concentration, in 2020
Figure Asia-Pacific Paper AGV MMarket Concentration, in 2020
Figure South America Paper AGV Market Concentration, in 2020
Figure Middle East & Africa Paper AGV Market Concentration, in 2020
6 Demand by End Market
6.1 Demand Situation
6.1.1 Demand in Paper Mill
Figure Paper AGV Demand in Paper Mill, 2016-2020, in USD Million
Figure Paper AGV Demand in Paper Mill, 2016-2020, in Volume
6.1.2 Demand in Printing Shop
Figure Paper AGV Demand in Printing Shop, 2016-2020, in USD Million
Figure Paper AGV Demand in Printing Shop, 2016-2020, in Volume
6.1.3 Demand in Others
Figure Paper AGV Demand in Others, 2016-2020, in USD Million
Figure Paper AGV Demand in Others, 2016-2020, in Volume
6.2 Regional Demand Comparison
Table Regional Demand Comparison List
Table Major Application in Different Regions
6.3 Demand Forecast
Table Paper AGV Demand Forecast 2021-2026, by Application, in USD Million
Figure Paper AGV Market Growth 2021-2026, by Application, in USD Million
Figure Paper AGV Market Share in 2026, by Application, in USD Million
Table Paper AGV Demand Forecast 2021-2026, by Application, in Volume
Table Paper AGV Market Growth 2021-2026, by Application, in Volume
Table Paper AGV Market Share in 2026, by Application, in Volume
6.4 Impact of the COVID-19 on the Demand
7 Region Operation
7.1 Regional Production
Table Paper AGV Production 2016-2020, by Region, in USD Million
Table Paper AGV Production 2016-2020, by Region, in Volume
7.2 Regional Market
Table Global Paper AGV Market 2016-2020, by Region, in USD Million
Table Global Paper AGV Market Share 2016-2020, by Region, in USD Million
Table Global Paper AGV Market 2016-2020, by Region, in Volume
Table Global Paper AGV Market Share 2016-2020, by Region, in Volume
7.3 by Region
7.3.1 North America
7.3.1.1 Overview
Figure North America Paper AGV Market Size and Growth 2016-2020, in USD Million
Figure North America Paper AGV Market Size and Growth 2016-2020, in Volume
7.3.1.2 by Country (U.S., Canada, Mexico)
Table North America Paper AGV Market Size 2016-2020, by Country, in USD Million
Table North America Paper AGV Market Size 2016-2020, by Country, in Volume
7.3.2 Europe
7.3.2.1 Overview
Figure Europe Paper AGV Market Size and Growth 2016-2020, in USD Million
Figure Europe Paper AGV Market Size and Growth 2016-2020, in Volume
7.3.2.2 by Country (Germany, U.K., France, Italy, Russia, Spain etc.)
Table Europe Paper AGV Market Size 2016-2020, by Country, in USD Million
Table Europe Paper AGV Market Size 2016-2020, by Country, in Volume
7.3.3 Asia-Pacific
7.3.3.1 Overview
Figure Asia-Pacific Paper AGV Market Size and Growth 2016-2020, in USD Million
Figure Asia-Pacific Paper AGV Market Size and Growth 2016-2020, in Volume
7.3.3.2 by Country (China, India, Japan, Southeast Asia etc.)
Table Asia-Pacific Paper AGV Market Size 2016-2020, by Country, in USD Million
Table Asia-Pacific Paper AGV Market Size 2016-2020, by Country, in Volume
7.3.4 South America
7.3.4.1 Overview
Figure South America Paper AGV Market Size and Growth 2016-2020, in USD Million
Figure South America Paper AGV Market Size and Growth 2016-2020, in Volume
7.3.4.2 by Country (Brazil, Argentina etc.)
Table South America Paper AGV Market Size 2016-2020, by Country, in USD Million
Table South America Paper AGV Market Size 2016-2020, by Country, in Volume
7.3.5 Middle East & Africa
7.3.5.1 Overview
Figure Middle East & Africa Paper AGV Market Size and Growth 2016-2020, in USD Million
Figure Middle East & Africa Paper AGV Market Size and Growth 2016-2020, in Volume
7.3.5.2 by Country (Saudi Arabia, South Africa etc.)
Table Middle East & Africa Paper AGV Market Size 2016-2020, by Country, in USD Million
Table Middle East & Africa Paper AGV Market Size 2016-2020, by Country, in Volume
7.4 Regional Import & Export
7.5 Regional Forecast
Table Paper AGV Market Forecast 2021-2026, by Region, in USD Million
Table Paper AGV Market Forecast 2021-2026, by Region, in Volume
8 Marketing & Price
8.1 Price and Margin
8.1.1 Price Trends
8.1.2 Factors of Price Change
Table Price Factors List
8.1.3 Manufacturers Gross Margin Analysis
8.2 Marketing Channel
Figure Marketing Channels Overview
9 Research Conclusion
Table of Contents
1 Industry Overview
1.1 Paper AGV Industry
Figure Paper AGV Industry Chain Structure
1.1.1 Overview
1.1.2 Development of Paper AGV
1.2 Market Segment
1.2.1 Upstream
Table Upstream Segment of Paper AGV
1.2.2 Downstream
Table Application Segment of Paper AGV
Table Global Paper AGV Market 2016-2026, by Application, in USD Million
1.2.3 COVID-19 Impact
1.3 Cost Analysis
2 Industry Environment (PEST Analysis)
2.1 Policy
2.2 Economics
2.3 Sociology
2.4 Technology
3 Paper AGV Market by Type
3.1 By Type
3.1.1 Unit Load Type
Table Major Company List of Unit Load Type
3.1.2 Automated Forklift Type
Table Major Company List of Automated Forklift Type
3.1.3 Tugger Type
Table Major Company List of Tugger Type
3.1.4 Others
Table Major Company List of Others
3.2 Market Size
Table Global Paper AGV Market 2016-2020, by Type, in USD Million
Figure Global Paper AGV Market Growth 2016-2020, by Type, in USD Million
Table Global Paper AGV Market 2016-2020, by Type, in Volume
Figure Global Paper AGV Market Growth 2016-2020, by Type, in Volume
3.3 Market Forecast
Table Global Paper AGV Market Forecast 2021-2026, by Type, in USD Million
Table Global Paper AGV Market Forecast 2021-2026, by Type, in Volume
4 Major Companies List
4.1 Daifuku (Company Profile, Sales Data etc.)
4.1.1 Daifuku Profile
Table Daifuku Overview List
4.1.2 Daifuku Products & Services
4.1.3 Daifuku Business Operation Conditions
Table Business Operation of Daifuku (Sales Revenue, Sales Volume, Price, Cost, Gross Margin)
4.2 Dematic (Company Profile, Sales Data etc.)
4.2.1 Dematic Profile
Table Dematic Overview List
4.2.2 Dematic Products & Services
4.2.3 Dematic Business Operation Conditions
Table Business Operation of Dematic (Sales Revenue, Sales Volume, Price, Cost, Gross Margin)
4.3 Egemin Automation (Company Profile, Sales Data etc.)
4.3.1 Egemin Automation Profile
Table Egemin Automation Overview List
4.3.2 Egemin Automation Products & Services
4.3.3 Egemin Automation Business Operation Conditions
Table Business Operation of Egemin Automation (Sales Revenue, Sales Volume, Price, Cost, Gross Margin)
4.4 JBT (Company Profile, Sales Data etc.)
4.4.1 JBT Profile
Table JBT Overview List
4.4.2 JBT Products & Services
4.4.3 JBT Business Operation Conditions
Table Business Operation of JBT (Sales Revenue, Sales Volume, Price, Cost, Gross Margin)
4.5 Meidensha (Company Profile, Sales Data etc.)
4.5.1 Meidensha Profile
Table Meidensha Overview List
4.5.2 Meidensha Products & Services
4.5.3 Meidensha Business Operation Conditions
Table Business Operation of Meidensha (Sales Revenue, Sales Volume, Price, Cost, Gross Margin)
4.6 Corecon (Company Profile, Sales Data etc.)
4.6.1 Corecon Profile
Table Corecon Overview List
4.6.2 Corecon Products & Services
4.6.3 Corecon Business Operation Conditions
Table Business Operation of Corecon (Sales Revenue, Sales Volume, Price, Cost, Gross Margin)
4.7 Seegrid (Company Profile, Sales Data etc.)
4.7.1 Seegrid Profile
Table Seegrid Overview List
4.7.2 Seegrid Products & Services
4.7.3 Seegrid Business Operation Conditions
Table Business Operation of Seegrid (Sales Revenue, Sales Volume, Price, Cost, Gross Margin)
4.8 Aethon (Company Profile, Sales Data etc.)
4.8.1 Aethon Profile
Table Aethon Overview List
4.8.2 Aethon Products & Services
4.8.3 Aethon Business Operation Conditions
Table Business Operation of Aethon (Sales Revenue, Sales Volume, Price, Cost, Gross Margin)
4.9 Doerfer (Company Profile, Sales Data etc.)
4.9.1 Doerfer Profile
Table Doerfer Overview List
4.9.2 Doerfer Products & Services
4.9.3 Doerfer Business Operation Conditions
Table Business Operation of Doerfer (Sales Revenue, Sales Volume, Price, Cost, Gross Margin)
4.10 Savant Automation (Company Profile, Sales Data etc.)
4.10.1 Savant Automation Profile
Table Savant Automation Overview List
4.10.2 Savant Automation Products & Services
4.10.3 Savant Automation Business Operation Conditions
Table Business Operation of Savant Automation (Sales Revenue, Sales Volume, Price, Cost, Gross Margin)
4.11 Bastian Solutions (Company Profile, Sales Data etc.)
4.11.1 Bastian Solutions Profile
Table Bastian Solutions Overview List
4.11.2 Bastian Solutions Products & Services
4.11.3 Bastian Solutions Business Operation Conditions
Table Business Operation of Bastian Solutions (Sales Revenue, Sales Volume, Price, Cost, Gross Margin)
4.12 Murata (Company Profile, Sales Data etc.)
4.12.1 Murata Profile
Table Murata Overview List
4.12.2 Murata Products & Services
4.12.3 Murata Business Operation Conditions
Table Business Operation of Murata (Sales Revenue, Cost, Gross Margin)
4.13 Transbotics (Company Profile, Sales Data etc.)
4.13.1 Transbotics Profile
Table Transbotics Overview List
4.13.2 Transbotics Products & Services
4.13.3 Transbotics Business Operation Conditions
Table Business Operation of Transbotics (Sales Revenue, Sales Volume, Price, Cost, Gross Margin)
5 Market Competition
5.1 Company Competition
Table Global Paper AGV Sales Revenue 2016-2020, by Company, in USD Million
Table Global Paper AGV Sales Revenue Share 2016-2020, by Company, in USD Million
Figure Global Paper AGV Sales Revenue Share in 2020, by Company, in USD Million
Table Global Paper AGV Sales Volume 2016-2020, by Company, in Volume
Table Global Paper AGV Sales Volume Share 2016-2020, by Company, in Volume
Figure Global Paper AGV Sales Volume Share in 2020, by Company, in Volume
5.2 Regional Market by Company
Figure North America Paper AGV Market Concentration, in 2020
Figure Europe Paper AGV Market Market Concentration, in 2020
Figure Asia-Pacific Paper AGV MMarket Concentration, in 2020
Figure South America Paper AGV Market Concentration, in 2020
Figure Middle East & Africa Paper AGV Market Concentration, in 2020
6 Demand by End Market
6.1 Demand Situation
6.1.1 Demand in Paper Mill
Figure Paper AGV Demand in Paper Mill, 2016-2020, in USD Million
Figure Paper AGV Demand in Paper Mill, 2016-2020, in Volume
6.1.2 Demand in Printing Shop
Figure Paper AGV Demand in Printing Shop, 2016-2020, in USD Million
Figure Paper AGV Demand in Printing Shop, 2016-2020, in Volume
6.1.3 Demand in Others
Figure Paper AGV Demand in Others, 2016-2020, in USD Million
Figure Paper AGV Demand in Others, 2016-2020, in Volume
6.2 Regional Demand Comparison
Table Regional Demand Comparison List
Table Major Application in Different Regions
6.3 Demand Forecast
Table Paper AGV Demand Forecast 2021-2026, by Application, in USD Million
Figure Paper AGV Market Growth 2021-2026, by Application, in USD Million
Figure Paper AGV Market Share in 2026, by Application, in USD Million
Table Paper AGV Demand Forecast 2021-2026, by Application, in Volume
Table Paper AGV Market Growth 2021-2026, by Application, in Volume
Table Paper AGV Market Share in 2026, by Application, in Volume
6.4 Impact of the COVID-19 on the Demand
7 Region Operation
7.1 Regional Production
Table Paper AGV Production 2016-2020, by Region, in USD Million
Table Paper AGV Production 2016-2020, by Region, in Volume
7.2 Regional Market
Table Global Paper AGV Market 2016-2020, by Region, in USD Million
Table Global Paper AGV Market Share 2016-2020, by Region, in USD Million
Table Global Paper AGV Market 2016-2020, by Region, in Volume
Table Global Paper AGV Market Share 2016-2020, by Region, in Volume
7.3 by Region
7.3.1 North America
7.3.1.1 Overview
Figure North America Paper AGV Market Size and Growth 2016-2020, in USD Million
Figure North America Paper AGV Market Size and Growth 2016-2020, in Volume
7.3.1.2 by Country (U.S., Canada, Mexico)
Table North America Paper AGV Market Size 2016-2020, by Country, in USD Million
Table North America Paper AGV Market Size 2016-2020, by Country, in Volume
7.3.2 Europe
7.3.2.1 Overview
Figure Europe Paper AGV Market Size and Growth 2016-2020, in USD Million
Figure Europe Paper AGV Market Size and Growth 2016-2020, in Volume
7.3.2.2 by Country (Germany, U.K., France, Italy, Russia, Spain etc.)
Table Europe Paper AGV Market Size 2016-2020, by Country, in USD Million
Table Europe Paper AGV Market Size 2016-2020, by Country, in Volume
7.3.3 Asia-Pacific
7.3.3.1 Overview
Figure Asia-Pacific Paper AGV Market Size and Growth 2016-2020, in USD Million
Figure Asia-Pacific Paper AGV Market Size and Growth 2016-2020, in Volume
7.3.3.2 by Country (China, India, Japan, Southeast Asia etc.)
Table Asia-Pacific Paper AGV Market Size 2016-2020, by Country, in USD Million
Table Asia-Pacific Paper AGV Market Size 2016-2020, by Country, in Volume
7.3.4 South America
7.3.4.1 Overview
Figure South America Paper AGV Market Size and Growth 2016-2020, in USD Million
Figure South America Paper AGV Market Size and Growth 2016-2020, in Volume
7.3.4.2 by Country (Brazil, Argentina etc.)
Table South America Paper AGV Market Size 2016-2020, by Country, in USD Million
Table South America Paper AGV Market Size 2016-2020, by Country, in Volume
7.3.5 Middle East & Africa
7.3.5.1 Overview
Figure Middle East & Africa Paper AGV Market Size and Growth 2016-2020, in USD Million
Figure Middle East & Africa Paper AGV Market Size and Growth 2016-2020, in Volume
7.3.5.2 by Country (Saudi Arabia, South Africa etc.)
Table Middle East & Africa Paper AGV Market Size 2016-2020, by Country, in USD Million
Table Middle East & Africa Paper AGV Market Size 2016-2020, by Country, in Volume
7.4 Regional Import & Export
7.5 Regional Forecast
Table Paper AGV Market Forecast 2021-2026, by Region, in USD Million
Table Paper AGV Market Forecast 2021-2026, by Region, in Volume
8 Marketing & Price
8.1 Price and Margin
8.1.1 Price Trends
8.1.2 Factors of Price Change
Table Price Factors List
8.1.3 Manufacturers Gross Margin Analysis
8.2 Marketing Channel
Figure Marketing Channels Overview
9 Research Conclusion
