세계의 생물학적 작물 보호(바이오 농약) 시장 : 시장 점유율 및 순위, 전체 판매 및 수요 예측(2024-2030년)

The global market for Biological Crop Protection (Bio-Pesticide) was estimated to be worth US$ 6,104.9 million in 2023 and is forecast to a readjusted size of US$ 11,470.5 million by 2030 with a CAGR of 9.01% during the forecast period 2024-2030.

North American market for Biological Crop Protection (Bio-Pesticide) was valued at $ 2,193.6 million in 2023 and will reach $ 3,867.7 million by 2030, at a CAGR of 8.07% during the forecast period of 2024 through 2030.

Asia-Pacific market for Biological Crop Protection (Bio-Pesticide) was valued at $ 1,341.2 million in 2023 and will reach $ 2,662.6 million by 2030, at a CAGR of 9.92% during the forecast period of 2024 through 2030.

Europe market for Biological Crop Protection (Bio-Pesticide) was valued at $ 1,722.1 million in 2023 and will reach $ 3,325.1 million by 2030, at a CAGR of 9.33% during the forecast period of 2024 through 2030.

The global key companies of Biological Crop Protection (Bio-Pesticide) include Bayer Crop Science, Valent BioSciences, Certis USA, Syngenta, Koppert, BASF, Andermatt Biocontrol, Corteva Agriscience, and FMC Corporation, etc. In 2023, the global five largest players hold a share approximately 28.42% in terms of revenue.

This report aims to provide a comprehensive presentation of the global market for Biological Crop Protection (Bio-Pesticide), focusing on the total sales volume, sales revenue, price, key companies market share and ranking, together with an analysis of Biological Crop Protection (Bio-Pesticide) by region & country, by Type, and by Application.

The Biological Crop Protection (Bio-Pesticide) market size, estimations, and forecasts are provided in terms of sales volume (Tons) and sales revenue ($ millions), considering 2023 as the base year, with history and forecast data for the period from 2019 to 2030. With both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Biological Crop Protection (Bio-Pesticide).

Market Segmentation

By Company

• Bayer Crop Science
• Valent BioSciences
• Certis USA
• Syngenta
• Koppert
• BASF
• Andermatt Biocontrol
• Corteva Agriscience
• FMC Corporation
• Isagro
• Marrone Bio Innovations
• Chengdu New Sun
• Som Phytopharma India
• Novozymes
• Coromandel
• SEIPASA
• Jiangsu Luye
• Jiangxi Xinlong Biological
• Bionema

Segment by Type

• Microbial Pesticides
• Biochemical Pesticides
• Plant-Incorporated Protectants (PIPs)
• Others

Segment by Application

• Fruits and Vegetables
• Cereals and Pulses
• Other Crops

By Region

• North America
• United States
• Canada
• Asia-Pacific
• China
• Japan
• India
• Australia
• New Zealand
• Southeast Asia
• Rest of Asia-Pacific
• Europe
• Germany
• France
• Spain
• Italy
• Poland
• Rest of Europe
• Latin America
• Mexico
• Brazil
• Argentina
• Rest of Latin America
• Middle East & Africa
• Middle East
• Africa

Chapter Outline

Chapter 1: Introduces the report scope of the report, global total market size (valve, volume and price). This chapter also provides the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.

Chapter 2: Detailed analysis of Biological Crop Protection (Bio-Pesticide) manufacturers competitive landscape, price, sales and revenue market share, latest development plan, merger, and acquisition information, etc.

Chapter 3: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.

Chapter 4: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.

Chapter 5: Sales, revenue of Biological Crop Protection (Bio-Pesticide) in regional level. It provides a quantitative analysis of the market size and development potential of each region and introduces the market development, future development prospects, market space, and market size of each country in the world.

Chapter 6: Sales, revenue of Biological Crop Protection (Bio-Pesticide) in country level. It provides sigmate data by Type, and by Application for each country/region.

Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.

Chapter 8: Analysis of industrial chain, including the upstream and downstream of the industry.

Chapter 9: Conclusion.

Table of Contents

1 Market Overview

• 1.1 Biological Crop Protection (Bio-Pesticide) Product Introduction
• 1.2 Global Biological Crop Protection (Bio-Pesticide) Market Size Forecast
  • 1.2.1 Global Biological Crop Protection (Bio-Pesticide) Sales Value (2019-2030)
  • 1.2.2 Global Biological Crop Protection (Bio-Pesticide) Sales Volume (2019-2030)
  • 1.2.3 Global Biological Crop Protection (Bio-Pesticide) Sales Price (2019-2030)
• 1.3 Biological Crop Protection (Bio-Pesticide) Market Trends & Drivers
  • 1.3.1 Biological Crop Protection (Bio-Pesticide) Market Drivers & Opportunity
  • 1.3.2 Biological Crop Protection (Bio-Pesticide) Market Challenges
  • 1.3.3 Biological Crop Protection (Bio-Pesticide) Market Restraints
• 1.4 Assumptions and Limitations
• 1.5 Study Objectives
• 1.6 Years Considered

2 Competitive Analysis by Company

• 2.1 Global Biological Crop Protection (Bio-Pesticide) Players Revenue Ranking (2023)
• 2.2 Global Biological Crop Protection (Bio-Pesticide) Revenue by Company (2019-2024)
• 2.3 Global Biological Crop Protection (Bio-Pesticide) Players Sales Volume Ranking (2023)
• 2.4 Global Biological Crop Protection (Bio-Pesticide) Sales Volume by Company Players (2019-2024)
• 2.5 Global Biological Crop Protection (Bio-Pesticide) Average Price by Company (2019-2024)
• 2.6 Key Manufacturers Biological Crop Protection (Bio-Pesticide) Manufacturing Base and Headquarters
• 2.7 Key Manufacturers Biological Crop Protection (Bio-Pesticide) Product Offered
• 2.8 Establishment Date of Key Manufacturer of Biological Crop Protection (Bio-Pesticide)
• 2.9 Biological Crop Protection (Bio-Pesticide) Market Competitive Analysis
  • 2.9.1 Biological Crop Protection (Bio-Pesticide) Market Concentration Rate (2019-2024)
  • 2.9.2 Global 5 and 10 Largest Manufacturers by Biological Crop Protection (Bio-Pesticide) Revenue in 2023
  • 2.9.3 Global Top Manufacturers by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Biological Crop Protection (Bio-Pesticide) as of 2023)
• 2.10 Mergers & Acquisitions, Expansion

3 Segmentation by Type

• 3.1 Introduction by Type
  • 3.1.1 Microbial Pesticides
  • 3.1.2 Biochemical Pesticides
  • 3.1.3 Plant-Incorporated Protectants (PIPs)
  • 3.1.4 Others
• 3.2 Global Biological Crop Protection (Bio-Pesticide) Sales Value by Type
  • 3.2.1 Global Biological Crop Protection (Bio-Pesticide) Sales Value by Type (2019-2030)
  • 3.2.2 Global Biological Crop Protection (Bio-Pesticide) Sales Value, by Type (2019-2030)
  • 3.2.3 Global Biological Crop Protection (Bio-Pesticide) Sales Value, by Type (%) (2019-2030)
• 3.3 Global Biological Crop Protection (Bio-Pesticide) Sales Volume by Type
  • 3.3.1 Global Biological Crop Protection (Bio-Pesticide) Sales Volume by Type (2019-2030)
  • 3.3.2 Global Biological Crop Protection (Bio-Pesticide) Sales Volume, by Type (2019-2030)
  • 3.3.3 Global Biological Crop Protection (Bio-Pesticide) Sales Volume, by Type (%) (2019-2030)
• 3.4 Global Biological Crop Protection (Bio-Pesticide) Average Price by Type (2019-2030)

4 Segmentation by Application

• 4.1 Introduction by Application
  • 4.1.1 Fruits and Vegetables
  • 4.1.2 Cereals and Pulses
  • 4.1.3 Other Crops
• 4.2 Global Biological Crop Protection (Bio-Pesticide) Sales Value by Application
  • 4.2.1 Global Biological Crop Protection (Bio-Pesticide) Sales Value by Application (2019-2030)
  • 4.2.2 Global Biological Crop Protection (Bio-Pesticide) Sales Value, by Application (2019-2030)
  • 4.2.3 Global Biological Crop Protection (Bio-Pesticide) Sales Value, by Application (%) (2019-2030)
• 4.3 Global Biological Crop Protection (Bio-Pesticide) Sales Volume by Application
  • 4.3.1 Global Biological Crop Protection (Bio-Pesticide) Sales Volume by Application (2019-2030)
  • 4.3.2 Global Biological Crop Protection (Bio-Pesticide) Sales Volume, by Application (2019-2030)
  • 4.3.3 Global Biological Crop Protection (Bio-Pesticide) Sales Volume, by Application (%) (2019-2030)
• 4.4 Global Biological Crop Protection (Bio-Pesticide) Average Price by Application (2019-2030)

5 Segmentation by Region

• 5.1 Global Biological Crop Protection (Bio-Pesticide) Sales Value by Region
  • 5.1.1 Global Biological Crop Protection (Bio-Pesticide) Sales Value by Region: 2019 VS 2023 VS 2030
  • 5.1.2 Global Biological Crop Protection (Bio-Pesticide) Sales Value by Region (2019-2024)
  • 5.1.3 Global Biological Crop Protection (Bio-Pesticide) Sales Value by Region (2025-2030)
  • 5.1.4 Global Biological Crop Protection (Bio-Pesticide) Sales Market Share in Value by Region (%), (2019-2030)
• 5.2 Global Biological Crop Protection (Bio-Pesticide) Sales Volume by Region
  • 5.2.1 Global Biological Crop Protection (Bio-Pesticide) Sales Volume by Region: 2019 VS 2023 VS 2030
  • 5.2.2 Global Biological Crop Protection (Bio-Pesticide) Sales Volume by Region (2019-2024)
  • 5.2.3 Global Biological Crop Protection (Bio-Pesticide) Sales Volume by Region (2025-2030)
  • 5.2.4 Global Biological Crop Protection (Bio-Pesticide) Sales Market Share in Volume by Region (%), (2019-2030)
• 5.3 Global Biological Crop Protection (Bio-Pesticide) Average Price by Region (2019-2030)
• 5.4 North America
  • 5.4.1 North America Biological Crop Protection (Bio-Pesticide) Sales Value, 2019-2030
  • 5.4.2 North America Biological Crop Protection (Bio-Pesticide) Sales Market Share in Value by Country (%), 2023 VS 2030
• 5.5 Europe
  • 5.5.1 Europe Biological Crop Protection (Bio-Pesticide) Sales Value, 2019-2030
  • 5.5.2 Europe Biological Crop Protection (Bio-Pesticide) Sales Market Share in Value by Country (%), 2023 VS 2030
• 5.6 Asia Pacific
  • 5.6.1 Asia Pacific Biological Crop Protection (Bio-Pesticide) Sales Value, 2019-2030
  • 5.6.2 Asia Pacific Biological Crop Protection (Bio-Pesticide) Sales Market Share in Value by Region (%), 2023 VS 2030
• 5.7 Latin America
  • 5.7.1 Latin America Biological Crop Protection (Bio-Pesticide) Sales Value, 2019-2030
  • 5.7.2 Latin America Biological Crop Protection (Bio-Pesticide) Sales Market Share in Value by Country (%), 2023 VS 2030
• 5.8 Middle East & Africa
  • 5.8.1 Middle East & Africa Biological Crop Protection (Bio-Pesticide) Sales Value, 2019-2030
  • 5.8.2 Middle East & Africa Biological Crop Protection (Bio-Pesticide) Sales Market Share in Value by Country (%), 2023 VS 2030

6 Segmentation by Key Countries/Regions

• 6.1 Key Countries/Regions Biological Crop Protection (Bio-Pesticide) Sales Value Growth Trends, 2019 VS 2023 VS 2030
• 6.2 Key Countries/Regions Biological Crop Protection (Bio-Pesticide) Sales Value
  • 6.2.1 Key Countries/Regions Biological Crop Protection (Bio-Pesticide) Sales Value, 2019-2030
  • 6.2.2 Key Countries/Regions Biological Crop Protection (Bio-Pesticide) Sales Volume, 2019-2030
• 6.3 United States
  • 6.3.1 United States Biological Crop Protection (Bio-Pesticide) Sales Value, 2019-2030
  • 6.3.2 United States Biological Crop Protection (Bio-Pesticide) Sales Market Share in Value by Type (%), 2023 VS 2030
  • 6.3.3 United States Biological Crop Protection (Bio-Pesticide) Sales Market Share in Value by Application, 2023 VS 2030
• 6.4 Europe
  • 6.4.1 Europe Biological Crop Protection (Bio-Pesticide) Sales Value, 2019-2030
  • 6.4.2 Europe Biological Crop Protection (Bio-Pesticide) Sales Market Share in Value by Type (%), 2023 VS 2030
  • 6.4.3 Europe Biological Crop Protection (Bio-Pesticide) Sales Market Share in Value by Application, 2023 VS 2030
• 6.5 China
  • 6.5.1 China Biological Crop Protection (Bio-Pesticide) Sales Value, 2019-2030
  • 6.5.2 China Biological Crop Protection (Bio-Pesticide) Sales Market Share in Value by Type (%), 2023 VS 2030
  • 6.5.3 China Biological Crop Protection (Bio-Pesticide) Sales Market Share in Value by Application, 2023 VS 2030
• 6.6 Japan
  • 6.6.1 Japan Biological Crop Protection (Bio-Pesticide) Sales Value, 2019-2030
  • 6.6.2 Japan Biological Crop Protection (Bio-Pesticide) Sales Market Share in Value by Type (%), 2023 VS 2030
  • 6.6.3 Japan Biological Crop Protection (Bio-Pesticide) Sales Market Share in Value by Application, 2023 VS 2030
• 6.7 Latin America
  • 6.7.1 Latin America Biological Crop Protection (Bio-Pesticide) Sales Value, 2019-2030
  • 6.7.2 Latin America Biological Crop Protection (Bio-Pesticide) Sales Market Share in Value by Type (%), 2023 VS 2030
  • 6.7.3 Latin America Biological Crop Protection (Bio-Pesticide) Sales Market Share in Value by Application, 2023 VS 2030
• 6.8 Southeast Asia
  • 6.8.1 Southeast Asia Biological Crop Protection (Bio-Pesticide) Sales Value, 2019-2030
  • 6.8.2 Southeast Asia Biological Crop Protection (Bio-Pesticide) Sales Market Share in Value by Type (%), 2023 VS 2030
  • 6.8.3 Southeast Asia Biological Crop Protection (Bio-Pesticide) Sales Market Share in Value by Application, 2023 VS 2030
• 6.9 India
  • 6.9.1 India Biological Crop Protection (Bio-Pesticide) Sales Value, 2019-2030
  • 6.9.2 India Biological Crop Protection (Bio-Pesticide) Sales Market Share in Value by Type (%), 2023 VS 2030
  • 6.9.3 India Biological Crop Protection (Bio-Pesticide) Sales Market Share in Value by Application, 2023 VS 2030

7 Company Profiles

• 7.1 Bayer Crop Science
  • 7.1.1 Bayer Crop Science Company Information
  • 7.1.2 Bayer Crop Science Introduction and Business Overview
  • 7.1.3 Bayer Crop Science Biological Crop Protection (Bio-Pesticide) Sales, Revenue, Price and Gross Margin (2019-2024)
  • 7.1.4 Bayer Crop Science Biological Crop Protection (Bio-Pesticide) Product Offerings
  • 7.1.5 Bayer Crop Science Recent Development
• 7.2 Valent BioSciences
  • 7.2.1 Valent BioSciences Company Information
  • 7.2.2 Valent BioSciences Introduction and Business Overview
  • 7.2.3 Valent BioSciences Biological Crop Protection (Bio-Pesticide) Sales, Revenue, Price and Gross Margin (2019-2024)
  • 7.2.4 Valent BioSciences Biological Crop Protection (Bio-Pesticide) Product Offerings
  • 7.2.5 Valent BioSciences Recent Development
• 7.3 Certis USA
  • 7.3.1 Certis USA Company Information
  • 7.3.2 Certis USA Introduction and Business Overview
  • 7.3.3 Certis USA Biological Crop Protection (Bio-Pesticide) Sales, Revenue, Price and Gross Margin (2019-2024)
  • 7.3.4 Certis USA Biological Crop Protection (Bio-Pesticide) Product Offerings
  • 7.3.5 Certis USA Recent Development
• 7.4 Syngenta
  • 7.4.1 Syngenta Company Information
  • 7.4.2 Syngenta Introduction and Business Overview
  • 7.4.3 Syngenta Biological Crop Protection (Bio-Pesticide) Sales, Revenue, Price and Gross Margin (2019-2024)
  • 7.4.4 Syngenta Biological Crop Protection (Bio-Pesticide) Product Offerings
  • 7.4.5 Syngenta Recent Development
• 7.5 Koppert
  • 7.5.1 Koppert Company Information
  • 7.5.2 Koppert Introduction and Business Overview
  • 7.5.3 Koppert Biological Crop Protection (Bio-Pesticide) Sales, Revenue, Price and Gross Margin (2019-2024)
  • 7.5.4 Koppert Biological Crop Protection (Bio-Pesticide) Product Offerings
  • 7.5.5 Koppert Recent Development
• 7.6 BASF
  • 7.6.1 BASF Company Information
  • 7.6.2 BASF Introduction and Business Overview
  • 7.6.3 BASF Biological Crop Protection (Bio-Pesticide) Sales, Revenue, Price and Gross Margin (2019-2024)
  • 7.6.4 BASF Biological Crop Protection (Bio-Pesticide) Product Offerings
• 7.7 Andermatt Biocontrol
  • 7.7.1 Andermatt Biocontrol Company Information
  • 7.7.2 Andermatt Biocontrol Introduction and Business Overview
  • 7.7.3 Andermatt Biocontrol Biological Crop Protection (Bio-Pesticide) Sales, Revenue, Price and Gross Margin (2019-2024)
  • 7.7.4 Andermatt Biocontrol Biological Crop Protection (Bio-Pesticide) Product Offerings
  • 7.7.5 Andermatt Biocontrol Recent Development
• 7.8 Corteva Agriscience
  • 7.8.1 Corteva Agriscience Company Information
  • 7.8.2 Corteva Agriscience Introduction and Business Overview
  • 7.8.3 Corteva Agriscience Biological Crop Protection (Bio-Pesticide) Sales, Revenue, Price and Gross Margin (2019-2024)
  • 7.8.4 Corteva Agriscience Biological Crop Protection (Bio-Pesticide) Product Offerings
  • 7.8.5 Corteva Agriscience Recent Development
• 7.9 FMC Corporation
  • 7.9.1 FMC Corporation Company Information
  • 7.9.2 FMC Corporation Introduction and Business Overview
  • 7.9.3 FMC Corporation Biological Crop Protection (Bio-Pesticide) Sales, Revenue, Price and Gross Margin (2019-2024)
  • 7.9.4 FMC Corporation Biological Crop Protection (Bio-Pesticide) Product Offerings
  • 7.9.5 FMC Corporation Recent Development
• 7.10 Isagro
  • 7.10.1 Isagro Company Information
  • 7.10.2 Isagro Introduction and Business Overview
  • 7.10.3 Isagro Biological Crop Protection (Bio-Pesticide) Sales, Revenue, Price and Gross Margin (2019-2024)
  • 7.10.4 Isagro Biological Crop Protection (Bio-Pesticide) Product Offerings
  • 7.10.5 Isagro Recent Development
• 7.11 Marrone Bio Innovations
  • 7.11.1 Marrone Bio Innovations Company Information
  • 7.11.2 Marrone Bio Innovations Introduction and Business Overview
  • 7.11.3 Marrone Bio Innovations Biological Crop Protection (Bio-Pesticide) Sales, Revenue, Price and Gross Margin (2019-2024)
  • 7.11.4 Marrone Bio Innovations Biological Crop Protection (Bio-Pesticide) Product Offerings
  • 7.11.5 Marrone Bio Innovations Recent Development
• 7.12 Chengdu New Sun
  • 7.12.1 Chengdu New Sun Company Information
  • 7.12.2 Chengdu New Sun Introduction and Business Overview
  • 7.12.3 Chengdu New Sun Biological Crop Protection (Bio-Pesticide) Sales, Revenue, Price and Gross Margin (2019-2024)
  • 7.12.4 Chengdu New Sun Biological Crop Protection (Bio-Pesticide) Product Offerings
• 7.13 Som Phytopharma India
  • 7.13.1 Som Phytopharma India Company Information
  • 7.13.2 Som Phytopharma India Introduction and Business Overview
  • 7.13.3 Som Phytopharma India Biological Crop Protection (Bio-Pesticide) Sales, Revenue, Price and Gross Margin (2019-2024)
  • 7.13.4 Som Phytopharma India Biological Crop Protection (Bio-Pesticide) Product Offerings
  • 7.13.5 Som Phytopharma India Recent Development
• 7.14 Novozymes
  • 7.14.1 Novozymes Company Information
  • 7.14.2 Novozymes Introduction and Business Overview
  • 7.14.3 Novozymes Biological Crop Protection (Bio-Pesticide) Sales, Revenue, Price and Gross Margin (2019-2024)
  • 7.14.4 Novozymes Biological Crop Protection (Bio-Pesticide) Product Offerings
  • 7.14.5 Novozymes Recent Development
• 7.15 Coromandel
  • 7.15.1 Coromandel Company Information
  • 7.15.2 Coromandel Introduction and Business Overview
  • 7.15.3 Coromandel Biological Crop Protection (Bio-Pesticide) Sales, Revenue, Price and Gross Margin (2019-2024)
  • 7.15.4 Coromandel Biological Crop Protection (Bio-Pesticide) Product Offerings
• 7.16 SEIPASA
  • 7.16.1 SEIPASA Company Information
  • 7.16.2 SEIPASA Introduction and Business Overview
  • 7.16.3 SEIPASA Biological Crop Protection (Bio-Pesticide) Sales, Revenue, Price and Gross Margin (2019-2024)
  • 7.16.4 SEIPASA Biological Crop Protection (Bio-Pesticide) Product Offerings
  • 7.16.5 SEIPASA Recent Development
• 7.17 Jiangsu Luye
  • 7.17.1 Jiangsu Luye Company Information
  • 7.17.2 Jiangsu Luye Introduction and Business Overview
  • 7.17.3 Jiangsu Luye Biological Crop Protection (Bio-Pesticide) Sales, Revenue, Price and Gross Margin (2019-2024)
  • 7.17.4 Jiangsu Luye Biological Crop Protection (Bio-Pesticide) Product Offerings
• 7.18 Jiangxi Xinlong Biological
  • 7.18.1 Jiangxi Xinlong Biological Company Information
  • 7.18.2 Jiangxi Xinlong Biological Introduction and Business Overview
  • 7.18.3 Jiangxi Xinlong Biological Biological Crop Protection (Bio-Pesticide) Sales, Revenue, Price and Gross Margin (2019-2024)
  • 7.18.4 Jiangxi Xinlong Biological Biological Crop Protection (Bio-Pesticide) Product Offerings
• 7.19 Bionema
  • 7.19.1 Bionema Company Information
  • 7.19.2 Bionema Introduction and Business Overview
  • 7.19.3 Bionema Biological Crop Protection (Bio-Pesticide) Sales, Revenue, Price and Gross Margin (2019-2024)
  • 7.19.4 Bionema Biological Crop Protection (Bio-Pesticide) Product Offerings
  • 7.19.5 Bionema Recent Development

8 Industry Chain Analysis

• 8.1 Biological Crop Protection (Bio-Pesticide) Industrial Chain
• 8.2 Biological Crop Protection (Bio-Pesticide) Upstream Analysis
  • 8.2.1 Key Raw Materials
  • 8.2.2 Manufacturing Cost Structure
• 8.3 Downstream Analysis (Customers Analysis)
• 8.4 Sales Model and Sales Channels
  • 8.4.1 Biological Crop Protection (Bio-Pesticide) Sales Model
  • 8.4.2 Biological Crop Protection (Bio-Pesticide) Distributors

9 Research Findings and Conclusion

10 Appendix

• 10.1 Research Methodology
  • 10.1.1 Methodology/Research Approach
  • 10.1.2 Data Source
• 10.2 Author Details
• 10.3 Disclaimer