2018 Top 5 Autonomous Mobile Robots Players in North America, Europe, Asia-Pacific, South America, Middle East and Africa

April 2018 | 113 pages | ID: 2737A80B25DEN
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Abstracts

The report requires updating with new data and is sent in 48 hours after order is placed.

The Global Autonomous Mobile Robots market size will be XX million (USD) in 2023, from the XX million (USD) in 2017, with a CAGR (Compound Annual Growth Rate) of XX% from between 2017 and 2023.

This report studies the global Autonomous Mobile Robots market, especially in North America, Europe, Asia-Pacific, South America, Middle East and Africa, focuses on the top 5 Autonomous Mobile Robots players in each region, with sales, price, revenue and market share from 2013 to 2018, the top players including

• Swisslog (KUKA)
• Omron Adept
• Clearpath Robotics
• Vecna
• Mobile Industrial Robots
• SMP Robotics
• Cimcorp Automation
• Aethon
• Locus Robotics
• Fetch Robotics
• Hi-Tech Robotic Systemz
• Aviation Industry Corporation of China

Market Segment by Regions, this report splits Global into several key Regions, with sales, revenue, market share of top players in these regions, from 2013 to 2018 (forecast), like

• North America (United States, Canada and Mexico)
• Asia-Pacific (China, Japan, Southeast Asia, India and Korea)
• Europe (Germany, UK, France, Italy and Russia etc.
• South America (Brazil, Chile, Peru and Argentina)
• Middle East and Africa (Egypt, South Africa, Saudi Arabia)

Split by Product Types, with sales, revenue, price, market share of each type, can be divided into

• AMRs with SLAM
• AMRs without SLAM

Split by applications, this report focuses on sales, market share and growth rate of Autonomous Mobile Robots in each application, can be divided into

• Hospitals and Healthcare
• Manufacturing
• Logistics and Warehouse
• Others

Contents

1 AUTONOMOUS MOBILE ROBOTS MARKET OVERVIEW

1.1 Product Overview and Scope of Autonomous Mobile Robots
1.2 Autonomous Mobile Robots Segment by Types
  1.2.1 Global Sales Market Share of Autonomous Mobile Robots by Types in 2017
  1.2.2 AMRs with SLAM
    1.2.2.1 Major Players of AMRs with SLAM
  1.2.3 AMRs without SLAM
    1.2.3.1 Major Players of AMRs without SLAM
1.3 Autonomous Mobile Robots Segment by Applications
  1.3.1 Autonomous Mobile Robots Sales Market Share by Applications in 2017
  1.3.2 Hospitals and Healthcare
  1.3.3 Manufacturing
  1.3.4 Logistics and Warehouse
  1.3.5 Others
1.4 Autonomous Mobile Robots Market by Regions
  1.4.1 North America Status and Prospect (2013-2023)
    1.4.1.1 North America Autonomous Mobile Robots Revenue (Million USD) and Growth Rate (2013-2023)
  1.4.2 Asia-Pacific Status and Prospect (2013-2023)
    1.4.2.1 Asia-Pacific Autonomous Mobile Robots Revenue (Million USD) and Growth Rate (2013-2023)
  1.4.3 Europe Status and Prospect (2013-2023)
    1.4.3.1 Europe Autonomous Mobile Robots Revenue (Million USD) and Growth Rate (2013-2023)
  1.4.4 South America Status and Prospect (2013-2023)
    1.4.4.1 South America Autonomous Mobile Robots Revenue (Million USD) and Growth Rate (2013-2023)
  1.4.5 Middle East and Africa Status and Prospect (2013-2023)
    1.4.5.1 Middle East and Africa Autonomous Mobile Robots Revenue (Million USD) and Growth Rate (2013-2023)
1.5 Global Market Size (Value) of Autonomous Mobile Robots (2013-2023)

2 GLOBAL AUTONOMOUS MOBILE ROBOTS SALES, REVENUE (VALUE) AND MARKET SHARE BY PLAYERS

2.1 Global Autonomous Mobile Robots Sales and Market Share by Players in 2016 and 2017
  2.1.1 Global Autonomous Mobile Robots Sales by Players in 2016 and 2017
  2.1.2 Global Autonomous Mobile Robots Sales Market Share (%) by Players in 2016 and 2017
2.2 Global Autonomous Mobile Robots Revenue and Market Share by Players in 2016 and 2017
  2.2.1 Global Autonomous Mobile Robots Revenue by Players in 2016 and 2017
  2.2.2 Global Autonomous Mobile Robots Revenue Market Share (%) by Players in 2016 and 2017
2.3 Global Autonomous Mobile Robots Average Price by Players in 2016 and 2017
2.4 Global Autonomous Mobile Robots Manufacturing Base Distribution, Sales Area, Product Types by Players
  2.4.1 Global Autonomous Mobile Robots Manufacturing Base Distribution and Sales Area by Players
  2.4.2 Players Autonomous Mobile Robots Product Types
2.5 Autonomous Mobile Robots Market Competitive Situation and Trends
  2.5.1 Autonomous Mobile Robots Market Concentration Rate
  2.5.2 Autonomous Mobile Robots Market Share of Top 3 and Top 5 Players
  2.5.3 Mergers & Acquisitions, Expansion

3 GLOBAL AUTONOMOUS MOBILE ROBOTS SALES, REVENUE (VALUE) BY REGIONS, TYPE AND APPLICATION (2013-2018)

3.1 Global Autonomous Mobile Robots Sales, Revenue and Market Share by Regions (2013-2018)
  3.1.1 Global Autonomous Mobile Robots Sales and Market Share by Regions (2013-2018)
  3.1.2 Global Autonomous Mobile Robots Revenue and Market Share by Regions (2013-2018)
3.2 Global Autonomous Mobile Robots Sales, Revenue, Market Share and Price by Type (2013-2018)
  3.2.1 Global Autonomous Mobile Robots Sales and Market Share by Type (2013-2018)
  3.2.2 Global Autonomous Mobile Robots Revenue and Market Share by Type (2013-2018)
  3.2.3 Global Autonomous Mobile Robots Price by Type (2013-2018)
3.3 Global Autonomous Mobile Robots Sales and Market Share by Application (2013-2018)
  3.3.1 Global Autonomous Mobile Robots Sales by Application (2013-2018)
  3.3.2 Global Autonomous Mobile Robots Sales Market Share by Application (2013-2018)
3.4 Global Autonomous Mobile Robots Sales, Revenue, Price and Gross Margin (2013-2018)

4 NORTH AMERICA TOP 5 PLAYERS AUTONOMOUS MOBILE ROBOTS SALES, REVENUE AND PRICE

4.1 North America Top 5 Players Autonomous Mobile Robots Sales, Revenue and Market Share in 2016 and 2017
  4.1.1 North America Top 5 Players Autonomous Mobile Robots Sales and Market Share in 2016 and 2017
  4.1.2 North America Top 5 Players Autonomous Mobile Robots Revenue and Market Share in 2016 and 2017
4.2 North America Autonomous Mobile Robots Sales, Revenue, Market Share and Price by Type (2013-2018)
  4.2.1 North America Autonomous Mobile Robots Sales and Market Share by Type (2013-2018)
    4.2.1.1 North America Autonomous Mobile Robots Sales by Type (2013-2018)
    4.2.1.2 North America Autonomous Mobile Robots Sales Market Share by Type (2013-2018)
  4.2.2 North America Autonomous Mobile Robots Revenue and Market Share by Type (2013-2018)
    4.2.2.1 North America Autonomous Mobile Robots Revenue by Type (2013-2018)
    4.2.2.2 North America Autonomous Mobile Robots Revenue Market Share by Type (2013-2018)
  4.2.3 North America Autonomous Mobile Robots Price by Type (2013-2018)
4.3 North America Autonomous Mobile Robots Sales and Market Share by Application (2013-2018)
  4.3.1 North America Autonomous Mobile Robots Sales by Application (2013-2018)
  4.3.2 North America Autonomous Mobile Robots Sales Market Share by Application (2013-2018)
4.4 North America Autonomous Mobile Robots Sales and Market Share by Country (US, Canada and Mexico) (2013-2018)
  4.4.1 North America Autonomous Mobile Robots Sales by Country (2013-2018)
  4.4.2 North America Autonomous Mobile Robots Sales Market Share by Country (2013-2018)
4.5 North America Autonomous Mobile Robots Import & Export (2013-2018)

5 EUROPE TOP 5 PLAYERS AUTONOMOUS MOBILE ROBOTS SALES, REVENUE AND PRICE

5.1 Europe Top 5 Players Autonomous Mobile Robots Sales, Revenue and Market Share in 2016 and 2017
  5.1.1 Europe Top 5 Players Autonomous Mobile Robots Sales and Market Share in 2016 and 2017
  5.1.2 Europe Top 5 Players Autonomous Mobile Robots Revenue and Market Share in 2016 and 2017
5.2 Europe Autonomous Mobile Robots Sales, Revenue, Market Share and Price by Type (2013-2018)
  5.2.1 Europe Autonomous Mobile Robots Sales and Market Share by Type (2013-2018)
    5.2.1.1 Europe Autonomous Mobile Robots Sales by Type (2013-2018)
    5.2.1.2 Europe Autonomous Mobile Robots Sales Market Share by Type (2013-2018)
  5.2.2 Europe Autonomous Mobile Robots Revenue and Market Share by Type (2013-2018)
    5.2.2.1 Europe Autonomous Mobile Robots Revenue by Type (2013-2018)
    5.2.2.2 Europe Autonomous Mobile Robots Revenue Market Share by Type (2013-2018)
  5.2.3 Europe Autonomous Mobile Robots Price by Type (2013-2018)
5.3 Europe Autonomous Mobile Robots Sales and Market Share by Application (2013-2018)
  5.3.1 Europe Autonomous Mobile Robots Sales by Application (2013-2018)
  5.3.2 Europe Autonomous Mobile Robots Sales Market Share by Application (2013-2018)
5.4 Europe Autonomous Mobile Robots Sales and Market Share by Country (Germany, UK, France, Italy and Russia) (2013-2018)
  5.4.1 Europe Autonomous Mobile Robots Sales by Country (2013-2018)
  5.4.2 Europe Autonomous Mobile Robots Sales Market Share by Country (2013-2018)
5.5 Europe Autonomous Mobile Robots Import & Export (2013-2018)

6 ASIA-PACIFIC TOP 5 PLAYERS AUTONOMOUS MOBILE ROBOTS SALES, REVENUE AND PRICE

6.1 Asia-Pacific Top 5 Players Autonomous Mobile Robots Sales, Revenue and Market Share in 2016 and 2017
  6.1.1 Asia-Pacific Top 5 Players Autonomous Mobile Robots Sales and Market Share in 2016 and 2017
  6.1.2 Asia-Pacific Top 5 Players Autonomous Mobile Robots Revenue and Market Share in 2016 and 2017
6.2 Asia-Pacific Autonomous Mobile Robots Sales, Revenue, Market Share and Price by Type (2013-2018)
  6.2.1 Asia-Pacific Autonomous Mobile Robots Sales and Market Share by Type (2013-2018)
    6.2.1.1 Asia-Pacific "&Sheet1!B1&" Sales by Type (2013-2018)"
  6.2.2 Asia-Pacific Autonomous Mobile Robots Revenue and Market Share by Type (2013-2018)
  6.2.3 Asia-Pacific "&Sheet1!B1&" Price by Type (2013-2018)"
6.3 Asia-Pacific Autonomous Mobile Robots Sales and Market Share by Application (2013-2018)
  6.3.1 Asia-Pacific Autonomous Mobile Robots Sales by Application (2013-2018)
  6.3.2 Asia-Pacific Autonomous Mobile Robots Sales Market Share by Application (2013-2018)
6.4 Asia-Pacific Autonomous Mobile Robots Sales and Market Share by Country (China, Japan, Southeast Asia, India, Korea and Australia) (2013-2018)
  6.4.1 Asia-Pacific Autonomous Mobile Robots Sales by Country (2013-2018)
  6.4.2 Asia-Pacific Autonomous Mobile Robots Sales Market Share by Country (2013-2018)
6.5 Asia-Pacific Autonomous Mobile Robots Import & Export (2013-2018)

7 SOUTH AMERICA TOP 5 PLAYERS AUTONOMOUS MOBILE ROBOTS SALES, REVENUE AND PRICE

7.1 South America Top 5 Players Autonomous Mobile Robots Sales, Revenue and Market Share in 2016 and 2017
  7.1.1 South America Top 5 Players Autonomous Mobile Robots Sales and Market Share in 2016 and 2017
  7.1.2 South America Top 5 Players Autonomous Mobile Robots Revenue and Market Share in 2016 and 2017
7.2 South America Autonomous Mobile Robots Sales, Revenue, Market Share and Price by Type (2013-2018)
  7.2.1 South America Autonomous Mobile Robots Sales and Market Share by Type (2013-2018)
    7.2.1.1 South America Autonomous Mobile Robots Sales by Type (2013-2018)
    7.2.1.2 South America Autonomous Mobile Robots Sales Market Share by Type (2013-2018)
  7.2.2 South America Autonomous Mobile Robots Revenue and Market Share by Type (2013-2018)
    7.2.2.1 South America Autonomous Mobile Robots Revenue by Type (2013-2018)
    7.2.2.2 South America Autonomous Mobile Robots Revenue and Market Share by Type (2013-2018)
  7.2.3 South America Autonomous Mobile Robots Price by Type (2013-2018)
7.3 South America Autonomous Mobile Robots Sales and Market Share by Application (2013-2018)
  7.3.1 South America Autonomous Mobile Robots Sales by Application (2013-2018)
  7.3.2 South America Autonomous Mobile Robots Sales Market Share by Application (2013-2018)
7.4 South America Autonomous Mobile Robots Sales and Market Share by Country (Brazil, Argentina, Chile and Peru) (2013-2018)
  7.4.1 South America Autonomous Mobile Robots Sales by Country (2013-2018)
  7.4.2 South America Autonomous Mobile Robots Sales Market Share by Country (2013-2018)
7.5 South America Autonomous Mobile Robots Import & Export (2013-2018)

8 MIDDLE EAST & AFRICA TOP 5 PLAYERS AUTONOMOUS MOBILE ROBOTS SALES, REVENUE AND PRICE

8.1 Middle East & Africa Top 5 Players Autonomous Mobile Robots Sales, Revenue and Market Share in 2016 and 2017
  8.1.1 Middle East & Africa Top 5 Players Autonomous Mobile Robots Sales and Market Share in 2016 and 2017
  8.1.2 Middle East & Africa Top 5 Players Autonomous Mobile Robots Revenue and Market Share in 2016 and 2017
8.2 Middle East & Africa Autonomous Mobile Robots Sales, Revenue, Market Share and Price by Type (2013-2018)
  8.2.1 Middle East & Africa Autonomous Mobile Robots Sales and Market Share by Type (2013-2018)
    8.2.1.1 Middle East & Africa Autonomous Mobile Robots Sales by Type (2013-2018)
    8.2.1.2 Middle East & Africa Autonomous Mobile Robots Sales Market Share by Type (2013-2018)
  8.2.2 Middle East & Africa Autonomous Mobile Robots Revenue and Market Share by Type (2013-2018)
    8.2.2.1 Middle East & Africa Autonomous Mobile Robots Revenue by Type (2013-2018)
    8.2.2.2 Middle East & Africa Autonomous Mobile Robots Revenue Market Share by Type (2013-2018)
  8.2.3 Middle East & Africa Autonomous Mobile Robots Price by Type (2013-2018)
8.3 Middle East & Africa Autonomous Mobile Robots Sales and Market Share by Application (2013-2018)
  8.3.1 Middle East & Africa Autonomous Mobile Robots Sales by Application (2013-2018)
  8.3.2 Middle East & Africa Autonomous Mobile Robots Sales Market Share by Application (2013-2018)
8.4 Middle East & Africa Autonomous Mobile Robots Sales and Market Share by Country (Egypt, Saudi Arabia, South Africa and Iran) (2013-2018)
  8.4.1 Middle East & Africa Autonomous Mobile Robots Sales by Country (2013-2018)
  8.4.2 Middle East & Africa Autonomous Mobile Robots Sales Market Share by Country (2013-2018)
8.5 Middle East & Africa Autonomous Mobile Robots Import & Export (2013-2018)

9 GLOBAL AUTONOMOUS MOBILE ROBOTS PLAYERS PROFILES/ANALYSIS

9.1 Swisslog (KUKA)
  9.1.1 Company Basic Information, Manufacturing Base, Sales Area and Its Competitors
  9.1.2 Autonomous Mobile Robots Product Types, Application and Specification
    9.1.2.1 Type
    9.1.2.2 Type
  9.1.3 Swisslog (KUKA) Autonomous Mobile Robots Sales, Revenue, Price and Gross Margin (2013-2018)
  9.1.4 Main Business/Business Overview
  9.1.5 Swisslog (KUKA) News
9.2 Omron Adept
  9.2.1 Company Basic Information, Manufacturing Base, Sales Area and Its Competitors
  9.2.2 Autonomous Mobile Robots Product Types, Application and Specification
    9.2.2.1 Type
    9.2.2.2 Type
  9.2.3 Omron Adept Autonomous Mobile Robots Sales, Revenue, Price and Gross Margin (2013-2018)
  9.2.4 Main Business/Business Overview
  9.2.5 Omron Adept News
9.3 Clearpath Robotics
  9.3.1 Company Basic Information, Manufacturing Base, Sales Area and Its Competitors
  9.3.2 Autonomous Mobile Robots Product Types, Application and Specification
    9.3.2.1 Type
    9.3.2.2 Type
  9.3.3 Clearpath Robotics Autonomous Mobile Robots Sales, Revenue, Price and Gross Margin (2013-2018)
  9.3.4 Main Business/Business Overview
  9.3.5 Clearpath Robotics News
9.4 Vecna
  9.4.1 Company Basic Information, Manufacturing Base, Sales Area and Its Competitors
  9.4.2 Autonomous Mobile Robots Product Types, Application and Specification
    9.4.2.1 Type
    9.4.2.2 Type
  9.4.3 Vecna Autonomous Mobile Robots Sales, Revenue, Price and Gross Margin (2013-2018)
  9.4.4 Main Business/Business Overview
  9.4.5 Vecna News
9.5 Mobile Industrial Robots
  9.5.1 Company Basic Information, Manufacturing Base, Sales Area and Its Competitors
  9.5.2 Autonomous Mobile Robots Product Types, Application and Specification
    9.5.2.1 Type
    9.5.2.2 Type
  9.5.3 Mobile Industrial Robots Autonomous Mobile Robots Sales, Revenue, Price and Gross Margin (2013-2018)
  9.5.4 Main Business/Business Overview
  9.5.5 Mobile Industrial Robots News
9.6 SMP Robotics
  9.6.1 Company Basic Information, Manufacturing Base, Sales Area and Its Competitors
  9.6.2 Autonomous Mobile Robots Product Types, Application and Specification
    9.6.2.1 Type
    9.6.2.2 Type
  9.6.3 SMP Robotics Autonomous Mobile Robots Sales, Revenue, Price and Gross Margin (2013-2018)
  9.6.4 Main Business/Business Overview
  9.6.5 SMP Robotics News
9.7 Cimcorp Automation
  9.7.1 Company Basic Information, Manufacturing Base, Sales Area and Its Competitors
  9.7.2 Autonomous Mobile Robots Product Types, Application and Specification
    9.7.2.1 Type
    9.7.2.2 Type
  9.7.3 Cimcorp Automation Autonomous Mobile Robots Sales, Revenue, Price and Gross Margin (2013-2018)
  9.7.4 Main Business/Business Overview
  9.7.5 Cimcorp Automation News
9.8 Aethon
  9.8.1 Company Basic Information, Manufacturing Base, Sales Area and Its Competitors
  9.8.2 Autonomous Mobile Robots Product Types, Application and Specification
    9.8.2.1 Type
    9.8.2.2 Type
  9.8.3 Aethon Autonomous Mobile Robots Sales, Revenue, Price and Gross Margin (2013-2018)
  9.8.4 Main Business/Business Overview
  9.8.5 Aethon News
9.9 Locus Robotics
  9.9.1 Company Basic Information, Manufacturing Base, Sales Area and Its Competitors
  9.9.2 Autonomous Mobile Robots Product Types, Application and Specification
    9.9.2.1 Type
    9.9.2.2 Type
  9.9.3 Locus Robotics Autonomous Mobile Robots Sales, Revenue, Price and Gross Margin (2013-2018)
  9.9.4 Main Business/Business Overview
  9.9.5 Locus Robotics News
9.10 Fetch Robotics
  9.10.1 Company Basic Information, Manufacturing Base, Sales Area and Its Competitors
  9.10.2 Autonomous Mobile Robots Product Types, Application and Specification
    9.10.2.1 Type
    9.10.2.2 Type
  9.10.3 Fetch Robotics Autonomous Mobile Robots Sales, Revenue, Price and Gross Margin (2013-2018)
  9.10.4 Main Business/Business Overview
  9.10.5 Fetch Robotics News
9.11 Hi-Tech Robotic Systemz
  9.11.1 Company Basic Information, Manufacturing Base, Sales Area and Its Competitors
  9.11.2 Autonomous Mobile Robots Product Types, Application and Specification
    9.11.2.1 Type
    9.11.2.2 Type
  9.11.3 Hi-Tech Robotic Systemz Autonomous Mobile Robots Sales, Revenue, Price and Gross Margin (2013-2018)
  9.11.4 Main Business/Business Overview
  9.11.5 Hi-Tech Robotic Systemz News
9.12 Aviation Industry Corporation of China
  9.12.1 Company Basic Information, Manufacturing Base, Sales Area and Its Competitors
  9.12.2 Autonomous Mobile Robots Product Types, Application and Specification
    9.12.2.1 Type
    9.12.2.2 Type
  9.12.3 Aviation Industry Corporation of China Autonomous Mobile Robots Sales, Revenue, Price and Gross Margin (2013-2018)
  9.12.4 Main Business/Business Overview
  9.12.5 Aviation Industry Corporation of China News

10 GLOBAL AUTONOMOUS MOBILE ROBOTS MARKET FORECAST (2018-2023)

10.1 Global Autonomous Mobile Robots Sales, Revenue Forecast (2018-2023)
10.2 Global Autonomous Mobile Robots Sales, Consumption Forecast by Regions (2018-2023)
  10.2.1 Global Autonomous Mobile Robots Sales Forecast by Regions (2018-2023)
  10.2.2 Global Autonomous Mobile Robots Sales Market Share Forecast by Regions (2018-2023)
10.3 Global Autonomous Mobile Robots Sales and Market Share Forecast by Type (2018-2023)
  10.3.1 Global Autonomous Mobile Robots Sales Forecast by Type (2018-2023)
  10.3.2 Global Autonomous Mobile Robots Sales Market Share Forecast by Type (2018-2023)
10.4 Global Autonomous Mobile Robots Sales and Market Share Forecast by Application (2018-2023)
  10.4.1 Global Autonomous Mobile Robots Sales Forecast by Application (2018-2023)
  10.4.2 Global Autonomous Mobile Robots Sales Market Share Forecast by Application (2018-2023)
10.5 Autonomous Mobile Robots Price Forecast (2018-2023)

11 AUTONOMOUS MOBILE ROBOTS MANUFACTURING COST ANALYSIS

11.1 Autonomous Mobile Robots Key Raw Materials Analysis
  11.1.1 Key Raw Materials
  11.1.2 Price Trend of Key Raw Materials
  11.1.3 Key Suppliers of Raw Materials
  11.1.4 Market Concentration Rate of Raw Materials
11.2 Proportion of Manufacturing Cost Structure
  11.2.1 Raw Materials
  11.2.2 Labor Cost
  11.2.3 Manufacturing Expenses
11.3 Manufacturing Process Analysis of Autonomous Mobile Robots

12 INDUSTRIAL CHAIN, SOURCING STRATEGY AND DOWNSTREAM BUYERS

12.1 Autonomous Mobile Robots Industrial Chain Analysis
12.2 Upstream Raw Materials Sourcing
12.3 Raw Materials Sources of Autonomous Mobile Robots Major Players in 2017
12.4 Downstream Buyers

13 MARKETING STRATEGY ANALYSIS, DISTRIBUTORS/TRADERS

13.1 Marketing Channel
  13.1.1 Direct Marketing
  13.1.2 Indirect Marketing
  13.1.3 Marketing Channel Development Trend
13.2 Market Positioning
  13.2.1 Pricing Strategy
  13.2.2 Brand Strategy
  13.2.3 Target Client
13.3 Distributors/Traders List

14 MARKET EFFECT FACTORS ANALYSIS

14.1 Technology Progress/Risk
  14.1.1 Substitutes Threat
  14.1.2 Technology Progress in Related Industry
14.2 Consumer Needs/Customer Preference Change
14.3 Economic/Political Environmental Change

15 RESEARCH FINDINGS AND CONCLUSION

16 APPENDIX

16.1 Methodology
16.2 Data Source