Global Glucomannan Extract Industry Market Research Report

1 Glucomannan Extract Introduction and Market Overview

• 1.1 Objectives of the Study
• 1.2 Definition of Glucomannan Extract
• 1.3 Glucomannan Extract Market Scope and Market Size Estimation
  • 1.3.1 Market Concentration Ratio and Market Maturity Analysis
  • 1.3.2 Global Glucomannan Extract Value ($) and Growth Rate from 2017-2027
• 1.4 Market Segmentation
  • 1.4.1 Types of Glucomannan Extract
  • 1.4.2 Applications of Glucomannan Extract
  • 1.4.3 Research Regions
    • 1.4.3.1 North America Glucomannan Extract Production Value ($) and Growth Rate (2017-2022)
    • 1.4.3.2 Europe Glucomannan Extract Production Value ($) and Growth Rate (2017-2022)
    • 1.4.3.3 China Glucomannan Extract Production Value ($) and Growth Rate (2017-2022)
    • 1.4.3.4 Japan Glucomannan Extract Production Value ($) and Growth Rate (2017-2022)
    • 1.4.3.5 Middle East & Africa Glucomannan Extract Production Value ($) and Growth Rate (2017-2022)
    • 1.4.3.6 India Glucomannan Extract Production Value ($) and Growth Rate (2017-2022)
    • 1.4.3.7 South America Glucomannan Extract Production Value ($) and Growth Rate (2017-2022)
• 1.5 Market Dynamics
  • 1.5.1 Drivers
    • 1.5.1.1 Emerging Countries of Glucomannan Extract
    • 1.5.1.2 Growing Market of Glucomannan Extract
  • 1.5.2 Limitations
  • 1.5.3 Opportunities
• 1.6 Industry News and Policies by Regions
  • 1.6.1 Industry News
  • 1.6.2 Industry Policies

2 Industry Chain Analysis

• 2.1 Upstream Raw Material Suppliers of Glucomannan Extract Analysis
• 2.2 Major Players of Glucomannan Extract
  • 2.2.1 Major Players Manufacturing Base and Market Share of Glucomannan Extract in 2021
  • 2.2.2 Major Players Product Types in 2021
• 2.3 Glucomannan Extract Manufacturing Cost Structure Analysis
  • 2.3.1 Production Process Analysis
  • 2.3.2 Manufacturing Cost Structure of Glucomannan Extract
  • 2.3.3 Raw Material Cost of Glucomannan Extract
  • 2.3.4 Labor Cost of Glucomannan Extract
• 2.4 Market Channel Analysis of Glucomannan Extract
• 2.5 Major Downstream Buyers of Glucomannan Extract Analysis

3 Global Glucomannan Extract Market, by Type

• 3.1 Global Glucomannan Extract Value ($) and Market Share by Type (2017-2022)
• 3.2 Global Glucomannan Extract Production and Market Share by Type (2017-2022)
• 3.3 Global Glucomannan Extract Value ($) and Growth Rate by Type (2017-2022)
• 3.4 Global Glucomannan Extract Price Analysis by Type (2017-2022)

4 Glucomannan Extract Market, by Application

• 4.1 Global Glucomannan Extract Consumption and Market Share by Application (2017-2022)
• 4.2 Downstream Buyers by Application
• 4.3 Global Glucomannan Extract Consumption and Growth Rate by Application (2017-2022)

5 Global Glucomannan Extract Production, Value ($) by Region (2017-2022)

• 5.1 Global Glucomannan Extract Value ($) and Market Share by Region (2017-2022)
• 5.2 Global Glucomannan Extract Production and Market Share by Region (2017-2022)
• 5.3 Global Glucomannan Extract Production, Value ($), Price and Gross Margin (2017-2022)
• 5.4 North America Glucomannan Extract Production, Value ($), Price and Gross Margin (2017-2022)
• 5.5 Europe Glucomannan Extract Production, Value ($), Price and Gross Margin (2017-2022)
• 5.6 China Glucomannan Extract Production, Value ($), Price and Gross Margin (2017-2022)
• 5.7 Japan Glucomannan Extract Production, Value ($), Price and Gross Margin (2017-2022)
• 5.8 Middle East & Africa Glucomannan Extract Production, Value ($), Price and Gross Margin (2017-2022)
• 5.9 India Glucomannan Extract Production, Value ($), Price and Gross Margin (2017-2022)
• 5.10 South America Glucomannan Extract Production, Value ($), Price and Gross Margin (2017-2022)

6 Global Glucomannan Extract Production, Consumption, Export, Import by Regions (2017-2022)

• 6.1 Global Glucomannan Extract Consumption by Regions (2017-2022)
• 6.2 North America Glucomannan Extract Production, Consumption, Export, Import (2017-2022)
• 6.3 Europe Glucomannan Extract Production, Consumption, Export, Import (2017-2022)
• 6.4 China Glucomannan Extract Production, Consumption, Export, Import (2017-2022)
• 6.5 Japan Glucomannan Extract Production, Consumption, Export, Import (2017-2022)
• 6.6 Middle East & Africa Glucomannan Extract Production, Consumption, Export, Import (2017-2022)
• 6.7 India Glucomannan Extract Production, Consumption, Export, Import (2017-2022)
• 6.8 South America Glucomannan Extract Production, Consumption, Export, Import (2017-2022)

7 Global Glucomannan Extract Market Status and SWOT Analysis by Regions

• 7.1 North America Glucomannan Extract Market Status and SWOT Analysis
• 7.2 Europe Glucomannan Extract Market Status and SWOT Analysis
• 7.3 China Glucomannan Extract Market Status and SWOT Analysis
• 7.4 Japan Glucomannan Extract Market Status and SWOT Analysis
• 7.5 Middle East & Africa Glucomannan Extract Market Status and SWOT Analysis
• 7.6 India Glucomannan Extract Market Status and SWOT Analysis
• 7.7 South America Glucomannan Extract Market Status and SWOT Analysis

8 Competitive Landscape

• 8.1 Competitive Profile
• 8.2 Yuensun Shine
  • 8.2.1 Company Profiles
  • 8.2.2 Glucomannan Extract Product Introduction
  • 8.2.3 Yuensun Shine Production, Value ($), Price, Gross Margin 2017-2022
  • 8.2.4 Yuensun Shine Market Share of Glucomannan Extract Segmented by Region in 2021
• 8.3 Kingherbs Limited
  • 8.3.1 Company Profiles
  • 8.3.2 Glucomannan Extract Product Introduction
  • 8.3.3 Kingherbs Limited Production, Value ($), Price, Gross Margin 2017-2022
  • 8.3.4 Kingherbs Limited Market Share of Glucomannan Extract Segmented by Region in 2021
• 8.4 Hangzhou Greensky Biological Tech
  • 8.4.1 Company Profiles
  • 8.4.2 Glucomannan Extract Product Introduction
  • 8.4.3 Hangzhou Greensky Biological Tech Production, Value ($), Price, Gross Margin 2017-2022
  • 8.4.4 Hangzhou Greensky Biological Tech Market Share of Glucomannan Extract Segmented by Region in 2021
• 8.5 JoryHerb Ltd.
  • 8.5.1 Company Profiles
  • 8.5.2 Glucomannan Extract Product Introduction
  • 8.5.3 JoryHerb Ltd. Production, Value ($), Price, Gross Margin 2017-2022
  • 8.5.4 JoryHerb Ltd. Market Share of Glucomannan Extract Segmented by Region in 2021
• 8.6 Jiangxi Zhongke Biotech
  • 8.6.1 Company Profiles
  • 8.6.2 Glucomannan Extract Product Introduction
  • 8.6.3 Jiangxi Zhongke Biotech Production, Value ($), Price, Gross Margin 2017-2022
  • 8.6.4 Jiangxi Zhongke Biotech Market Share of Glucomannan Extract Segmented by Region in 2021
• 8.7 Hubei Yizhi Konjac Bio
  • 8.7.1 Company Profiles
  • 8.7.2 Glucomannan Extract Product Introduction
  • 8.7.3 Hubei Yizhi Konjac Bio Production, Value ($), Price, Gross Margin 2017-2022
  • 8.7.4 Hubei Yizhi Konjac Bio Market Share of Glucomannan Extract Segmented by Region in 2021

9 Global Glucomannan Extract Market Analysis and Forecast by Type and Application

• 9.1 Global Glucomannan Extract Market Value ($) & Volume Forecast, by Type (2022-2027)
  • 9.1.1 Glucomannan 75% Market Value ($) and Volume Forecast (2022-2027)
  • 9.1.2 Glucomannan 80% Market Value ($) and Volume Forecast (2022-2027)
  • 9.1.3 Glucomannan 90% Market Value ($) and Volume Forecast (2022-2027)
• 9.2 Global Glucomannan Extract Market Value ($) & Volume Forecast, by Application (2022-2027)
  • 9.2.1 Food Industry Market Value ($) and Volume Forecast (2022-2027)
  • 9.2.2 Pharmaceutical Industry Market Value ($) and Volume Forecast (2022-2027)
  • 9.2.3 Healthy products Industry Market Value ($) and Volume Forecast (2022-2027)

10 Glucomannan Extract Market Analysis and Forecast by Region

• 10.1 North America Market Value ($) and Consumption Forecast (2022-2027)
• 10.2 Europe Market Value ($) and Consumption Forecast (2022-2027)
• 10.3 China Market Value ($) and Consumption Forecast (2022-2027)
• 10.4 Japan Market Value ($) and Consumption Forecast (2022-2027)
• 10.5 Middle East & Africa Market Value ($) and Consumption Forecast (2022-2027)
• 10.6 India Market Value ($) and Consumption Forecast (2022-2027)
• 10.7 South America Market Value ($) and Consumption Forecast (2022-2027)

11 New Project Feasibility Analysis

• 11.1 Industry Barriers and New Entrants SWOT Analysis
• 11.2 Analysis and Suggestions on New Project Investment

12 Research Finding and Conclusion

13 Appendix

• 13.1 Discussion Guide
• 13.2 Knowledge Store: Maia Subscription Portal
• 13.3 Research Data Source
• 13.4 Research Assumptions and Acronyms Used

List of Tables and Figures

Figure Product Picture of Glucomannan Extract

Table Product Specification of Glucomannan Extract

Figure Market Concentration Ratio and Market Maturity Analysis of Glucomannan Extract

Figure Global Glucomannan Extract Value ($) and Growth Rate from 2017-2027

Table Different Types of Glucomannan Extract

Figure Global Glucomannan Extract Value ($) Segment by Type from 2017-2022

Figure Glucomannan 75% Picture

Figure Glucomannan 80% Picture

Figure Glucomannan 90% Picture

Table Different Applications of Glucomannan Extract

Figure Global Glucomannan Extract Value ($) Segment by Applications from 2017-2022

Figure Food Industry Picture

Figure Pharmaceutical Industry Picture

Figure Healthy products Industry Picture

Table Research Regions of Glucomannan Extract

Figure North America Glucomannan Extract Production Value ($) and Growth Rate (2017-2022)

Figure Europe Glucomannan Extract Production Value ($) and Growth Rate (2017-2022)

Table China Glucomannan Extract Production Value ($) and Growth Rate (2017-2022)

Table Japan Glucomannan Extract Production Value ($) and Growth Rate (2017-2022)

Table Middle East & Africa Glucomannan Extract Production Value ($) and Growth Rate (2017-2022)

Table India Glucomannan Extract Production Value ($) and Growth Rate (2017-2022)

Table South America Glucomannan Extract Production Value ($) and Growth Rate (2017-2022)

Table Emerging Countries of Glucomannan Extract

Table Growing Market of Glucomannan Extract

Figure Industry Chain Analysis of Glucomannan Extract

Table Upstream Raw Material Suppliers of Glucomannan Extract with Contact Information

Table Major Players Manufacturing Base and Market Share ($) of Glucomannan Extract in 2021

Table Major Players Glucomannan Extract Product Types in 2021

Figure Production Process of Glucomannan Extract

Figure Manufacturing Cost Structure of Glucomannan Extract

Figure Channel Status of Glucomannan Extract

Table Major Distributors of Glucomannan Extract with Contact Information

Table Major Downstream Buyers of Glucomannan Extract with Contact Information

Table Global Glucomannan Extract Value ($) by Type (2017-2022)

Table Global Glucomannan Extract Value ($) Share by Type (2017-2022)

Figure Global Glucomannan Extract Value ($) Share by Type (2017-2022)

Table Global Glucomannan Extract Production by Type (2017-2022)

Table Global Glucomannan Extract Production Share by Type (2017-2022)

Figure Global Glucomannan Extract Production Share by Type (2017-2022)

Figure Global Glucomannan Extract Value ($) and Growth Rate of Glucomannan 75%

Figure Global Glucomannan Extract Value ($) and Growth Rate of Glucomannan 80%

Figure Global Glucomannan Extract Value ($) and Growth Rate of Glucomannan 90%

Figure Global Glucomannan Extract Price by Type (2017-2022)

Table Global Glucomannan Extract Consumption by Application (2017-2022)

Table Global Glucomannan Extract Consumption Market Share by Application (2017-2022)

Figure Global Glucomannan Extract Consumption Market Share by Application (2017-2022)

Table Downstream Buyers Introduction by Application

Figure Global Glucomannan Extract Consumption and Growth Rate of Food Industry (2017-2022)

Figure Global Glucomannan Extract Consumption and Growth Rate of Pharmaceutical Industry (2017-2022)

Figure Global Glucomannan Extract Consumption and Growth Rate of Healthy products Industry (2017-2022)

Table Global Glucomannan Extract Value ($) by Region (2017-2022)

Table Global Glucomannan Extract Value ($) Market Share by Region (2017-2022)

Figure Global Glucomannan Extract Value ($) Market Share by Region (2017-2022)

Table Global Glucomannan Extract Production by Region (2017-2022)

Table Global Glucomannan Extract Production Market Share by Region (2017-2022)

Figure Global Glucomannan Extract Production Market Share by Region (2017-2022)

Table Global Glucomannan Extract Production, Value ($), Price and Gross Margin (2017-2022)

Table North America Glucomannan Extract Production, Value ($), Price and Gross Margin (2017-2022)

Table Europe Glucomannan Extract Production, Value ($), Price and Gross Margin (2017-2022)

Table China Glucomannan Extract Production, Value ($), Price and Gross Margin (2017-2022)

Table Japan Glucomannan Extract Production, Value ($), Price and Gross Margin (2017-2022)

Table Middle East & Africa Glucomannan Extract Production, Value ($), Price and Gross Margin (2017-2022)

Table India Glucomannan Extract Production, Value ($), Price and Gross Margin (2017-2022)

Table South America Glucomannan Extract Production, Value ($), Price and Gross Margin (2017-2022)

Table Global Glucomannan Extract Consumption by Regions (2017-2022)

Figure Global Glucomannan Extract Consumption Share by Regions (2017-2022)

Table North America Glucomannan Extract Production, Consumption, Export, Import (2017-2022)

Table Europe Glucomannan Extract Production, Consumption, Export, Import (2017-2022)

Table China Glucomannan Extract Production, Consumption, Export, Import (2017-2022)

Table Japan Glucomannan Extract Production, Consumption, Export, Import (2017-2022)

Table Middle East & Africa Glucomannan Extract Production, Consumption, Export, Import (2017-2022)

Table India Glucomannan Extract Production, Consumption, Export, Import (2017-2022)

Table South America Glucomannan Extract Production, Consumption, Export, Import (2017-2022)

Figure North America Glucomannan Extract Production and Growth Rate Analysis

Figure North America Glucomannan Extract Consumption and Growth Rate Analysis

Figure North America Glucomannan Extract SWOT Analysis

Figure Europe Glucomannan Extract Production and Growth Rate Analysis

Figure Europe Glucomannan Extract Consumption and Growth Rate Analysis

Figure Europe Glucomannan Extract SWOT Analysis

Figure China Glucomannan Extract Production and Growth Rate Analysis

Figure China Glucomannan Extract Consumption and Growth Rate Analysis

Figure China Glucomannan Extract SWOT Analysis

Figure Japan Glucomannan Extract Production and Growth Rate Analysis

Figure Japan Glucomannan Extract Consumption and Growth Rate Analysis

Figure Japan Glucomannan Extract SWOT Analysis

Figure Middle East & Africa Glucomannan Extract Production and Growth Rate Analysis

Figure Middle East & Africa Glucomannan Extract Consumption and Growth Rate Analysis

Figure Middle East & Africa Glucomannan Extract SWOT Analysis

Figure India Glucomannan Extract Production and Growth Rate Analysis

Figure India Glucomannan Extract Consumption and Growth Rate Analysis

Figure India Glucomannan Extract SWOT Analysis

Figure South America Glucomannan Extract Production and Growth Rate Analysis

Figure South America Glucomannan Extract Consumption and Growth Rate Analysis

Figure South America Glucomannan Extract SWOT Analysis

Figure Top 3 Market Share of Glucomannan Extract Companies

Figure Top 6 Market Share of Glucomannan Extract Companies

Table Mergers, Acquisitions and Expansion Analysis

Table Company Profiles

Table Product Introduction

Table Yuensun Shine Production, Value ($), Price, Gross Margin 2017-2022

Figure Yuensun Shine Production and Growth Rate

Figure Yuensun Shine Value ($) Market Share 2017-2022

Figure Yuensun Shine Market Share of Glucomannan Extract Segmented by Region in 2021

Table Company Profiles

Table Product Introduction

Table Kingherbs Limited Production, Value ($), Price, Gross Margin 2017-2022

Figure Kingherbs Limited Production and Growth Rate

Figure Kingherbs Limited Value ($) Market Share 2017-2022

Figure Kingherbs Limited Market Share of Glucomannan Extract Segmented by Region in 2021

Table Company Profiles

Table Product Introduction

Table Hangzhou Greensky Biological Tech Production, Value ($), Price, Gross Margin 2017-2022

Figure Hangzhou Greensky Biological Tech Production and Growth Rate

Figure Hangzhou Greensky Biological Tech Value ($) Market Share 2017-2022

Figure Hangzhou Greensky Biological Tech Market Share of Glucomannan Extract Segmented by Region in 2021

Table Company Profiles

Table Product Introduction

Table JoryHerb Ltd. Production, Value ($), Price, Gross Margin 2017-2022

Figure JoryHerb Ltd. Production and Growth Rate

Figure JoryHerb Ltd. Value ($) Market Share 2017-2022

Figure JoryHerb Ltd. Market Share of Glucomannan Extract Segmented by Region in 2021

Table Company Profiles

Table Product Introduction

Table Jiangxi Zhongke Biotech Production, Value ($), Price, Gross Margin 2017-2022

Figure Jiangxi Zhongke Biotech Production and Growth Rate

Figure Jiangxi Zhongke Biotech Value ($) Market Share 2017-2022

Figure Jiangxi Zhongke Biotech Market Share of Glucomannan Extract Segmented by Region in 2021

Table Company Profiles

Table Product Introduction

Table Hubei Yizhi Konjac Bio Production, Value ($), Price, Gross Margin 2017-2022

Figure Hubei Yizhi Konjac Bio Production and Growth Rate

Figure Hubei Yizhi Konjac Bio Value ($) Market Share 2017-2022

Figure Hubei Yizhi Konjac Bio Market Share of Glucomannan Extract Segmented by Region in 2021

Table Global Glucomannan Extract Market Value ($) Forecast, by Type

Table Global Glucomannan Extract Market Volume Forecast, by Type

Figure Global Glucomannan Extract Market Value ($) and Growth Rate Forecast of Glucomannan 75% (2022-2027)

Figure Global Glucomannan Extract Market Volume and Growth Rate Forecast of Glucomannan 75% (2022-2027)

Figure Global Glucomannan Extract Market Value ($) and Growth Rate Forecast of Glucomannan 80% (2022-2027)

Figure Global Glucomannan Extract Market Volume and Growth Rate Forecast of Glucomannan 80% (2022-2027)

Figure Global Glucomannan Extract Market Value ($) and Growth Rate Forecast of Glucomannan 90% (2022-2027)

Figure Global Glucomannan Extract Market Volume and Growth Rate Forecast of Glucomannan 90% (2022-2027)

Table Global Market Value ($) Forecast by Application (2022-2027)

Table Global Market Volume Forecast by Application (2022-2027)

Figure Global Glucomannan Extract Consumption and Growth Rate of Food Industry (2017-2022)

Figure Global Glucomannan Extract Consumption and Growth Rate of Pharmaceutical Industry (2017-2022)

Figure Global Glucomannan Extract Consumption and Growth Rate of Healthy products Industry (2017-2022)

Figure Market Value ($) and Growth Rate Forecast of Healthy products Industry (2022-2027)

Figure Market Volume and Growth Rate Forecast of Healthy products Industry (2022-2027)

Figure North America Market Value ($) and Growth Rate Forecast (2022-2027)

Table North America Consumption and Growth Rate Forecast (2022-2027)

Figure Europe Market Value ($) and Growth Rate Forecast (2022-2027)

Table Europe Consumption and Growth Rate Forecast (2022-2027)

Figure China Market Value ($) and Growth Rate Forecast (2022-2027)

Table China Consumption and Growth Rate Forecast (2022-2027)

Figure Japan Market Value ($) and Growth Rate Forecast (2022-2027)

Table Japan Consumption and Growth Rate Forecast (2022-2027)

Figure Middle East & Africa Market Value ($) and Growth Rate Forecast (2022-2027)

Table Middle East & Africa Consumption and Growth Rate Forecast (2022-2027)

Figure India Market Value ($) and Growth Rate Forecast (2022-2027)

Table India Consumption and Growth Rate Forecast (2022-2027)

Figure South America Market Value ($) and Growth Rate Forecast (2022-2027)

Table South America Consumption and Growth Rate Forecast (2022-2027)

Figure Industry Resource/Technology/Labor Importance Analysis

Table New Entrants SWOT Analysis

Table New Project Analysis of Investment Recovery

The Glucomannan Extract market revenue was xx.xx Million USD in 2017, grew to xx.xx Million USD in 2021, and will reach xx.xx Million USD in 2027, with a CAGR of x.x% during 2022-2027. Based on the Glucomannan Extract industrial chain, this report mainly elaborates the definition, types, applications and major players of Glucomannan Extract market in details. Deep analysis about market status (2017-2022), enterprise competition pattern, advantages and disadvantages of enterprise products, industry development trends (2022-2027), regional industrial layout characteristics and macroeconomic policies, industrial policy has also be included. From raw materials to downstream buyers of this industry will be analyzed scientifically, the feature of product circulation and sales channel will be presented as well. In a word, this report will help you to establish a panorama of industrial development and characteristics of the Glucomannan Extract market.
The Glucomannan Extract market can be split based on product types, major applications, and important regions.

Major Players in Glucomannan Extract market are:
Yuensun Shine
Kingherbs Limited
Hangzhou Greensky Biological Tech
JoryHerb Ltd.
Jiangxi Zhongke Biotech
Hubei Yizhi Konjac Bio

Major Regions that plays a vital role in Glucomannan Extract market are:
North America
Europe
China
Japan
Middle East & Africa
India
South America
Others

Most important types of Glucomannan Extract products covered in this report are:
Glucomannan 75%
Glucomannan 80%
Glucomannan 90%

Most widely used downstream fields of Glucomannan Extract market covered in this report are:
Food Industry
Pharmaceutical Industry
Healthy products Industry

There are 13 Chapters to thoroughly display the Glucomannan Extract market. This report included the analysis of market overview, market characteristics, industry chain, competition landscape, historical and future data by types, applications and regions.

Chapter 1: Glucomannan Extract Market Overview, Product Overview, Market Segmentation, Market Overview of Regions, Market Dynamics, Limitations, Opportunities and Industry News and Policies.

Chapter 2: Glucomannan Extract Industry Chain Analysis, Upstream Raw Material Suppliers, Major Players, Production Process Analysis, Cost Analysis, Market Channels and Major Downstream Buyers.

Chapter 3: Value Analysis, Production, Growth Rate and Price Analysis by Type of Glucomannan Extract.

Chapter 4: Downstream Characteristics, Consumption and Market Share by Application of Glucomannan Extract.

Chapter 5: Production Volume, Price, Gross Margin, and Revenue ($) of Glucomannan Extract by Regions (2017-2022).

Chapter 6: Glucomannan Extract Production, Consumption, Export and Import by Regions (2017-2022).

Chapter 7: Glucomannan Extract Market Status and SWOT Analysis by Regions.

Chapter 8: Competitive Landscape, Product Introduction, Company Profiles, Market Distribution Status by Players of Glucomannan Extract.

Chapter 9: Glucomannan Extract Market Analysis and Forecast by Type and Application (2022-2027).

Chapter 10: Market Analysis and Forecast by Regions (2022-2027).

Chapter 11: Industry Characteristics, Key Factors, New Entrants SWOT Analysis, Investment Feasibility Analysis.

Chapter 12: Market Conclusion of the Whole Report.

Chapter 13: Appendix Such as Methodology and Data Resources of This Research.