세계의 화장품 OEM 및 ODM 시장 : 규모, 현황, 예측(2025-2031년)

The global Cosmetics OEM and ODM market is projected to grow from US$ 31,243.4 million in 2024 to US$ 41,841.4 million by 2031, at a Compound Annual Growth Rate (CAGR) of 4.15% during the forecast period.

The US & Canada market for Cosmetics OEM and ODM is estimated to increase from $ 5,033.2 million in 2024 to reach $ 6,292.9 million by 2031, at a CAGR of 3.23% during the forecast period of 2025 through 2031.

The China market for Cosmetics OEM and ODM is estimated to increase from $ 8,543.6 million in 2024 to reach $ 12,354.5 million by 2031, at a CAGR of 5.27% during the forecast period of 2025 through 2031.

The Europe market for Cosmetics OEM and ODM is estimated to increase from $ 6,568.1 million in 2024 to reach $ 8,518.6 million by 2031, at a CAGR of 3.60% during the forecast period of 2025 through 2031.

The global key companies of Cosmetics OEM and ODM include COSMAX, KDC/One, Intercos, Kolmar Korea, TOA, Cosmo Beauty, Cosmecca, Mana Products, and Nox Bellow Cosmetics, etc. In 2024, the global top five players had a share approximately 18.04% in terms of revenue.

Report Includes

This report presents an overview of global market for Cosmetics OEM and ODM market size. Analyses of the global market trends, with historic market revenue data for 2020 - 2024, estimates for 2024, and projections of CAGR through 2031.

This report researches the key producers of Cosmetics OEM and ODM, also provides the revenue of main regions and countries. Highlights of the upcoming market potential for Cosmetics OEM and ODM, and key regions/countries of focus to forecast this market into various segments and sub-segments. Country specific data and market value analysis for the U.S., Canada, Mexico, Brazil, China, Japan, South Korea, Southeast Asia, India, Germany, the U.K., Italy, Middle East, Africa, and Other Countries.

This report focuses on the Cosmetics OEM and ODM revenue, market share and industry ranking of main companies, data from 2020 to 2024. Identification of the major stakeholders in the global Cosmetics OEM and ODM market, and analysis of their competitive landscape and market positioning based on recent developments and segmental revenues. This report will help stakeholders to understand the competitive landscape and gain more insights and position their businesses and market strategies in a better way.

This report analyzes the segments data by Type and by Application, revenue, and growth rate, from 2020 to 2031. Evaluation and forecast the market size for Cosmetics OEM and ODM revenue, projected growth trends, production technology, application and end-user industry.

Descriptive company profiles of the major global players, including KDC/One, COSMAX, Intercos, Kolmar Korea, TOA, Cosmo Beauty, Cosmecca, Mana Products, and Nox Bellow Cosmetics, etc.

Market Segmentation

By Company

• COSMAX
• KDC/One
• Intercos
• Kolmar Korea
• TOA
• Cosmecca
• Cosmo Beauty
• Mana Products
• Nox Bellow Cosmetics
• PICASO Cosmetic
• Toyo Beauty
• Cohere Beauty
• Ancorotti Cosmetics
• S&J
• A&H International Cosmetics
• Chromavis
• Opal Cosmetics
• Bawei Biotechnology
• Milott
• B.Kolor
• BioTruly
• Cosway
• ANTE ( Suzhou) Cosmetics
• Ridgepole
• ESTATE CHEMICAL
• Ya Pure Cosmetics
• Homar
• Jiangsu Meiaisi Cosmetics

Segment by Type

• Cosmetics OEM
• Cosmetics ODM

Segment by Application

• Skincare
• Haircare
• Makeup
• Others

By Region

• North America
• United States
• Canada
• Asia-Pacific
• China
• Japan
• South Korea
• Southeast Asia
• India
• Australia
• Rest of Asia
• Europe
• Germany
• France
• U.K.
• Italy
• Spain
• Rest of Europe
• Latin America
• Mexico
• Brazil
• Rest of Latin America
• Middle East & Africa
• Turkey
• GCC
• Rest of MEA

Chapter Outline

Chapter 1: Introduces the report scope of the report, executive summary of different market segments (product type, application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.

Chapter 2: Revenue of Cosmetics OEM and ODM in global and regional level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world. This section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.

Chapter 3: Detailed analysis of Cosmetics OEM and ODM companies' competitive landscape, revenue, market share and industry ranking, latest development plan, merger, and acquisition information, etc.

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

Chapter 5: Provides the analysis of various market segments by Application, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.

Chapter 6: North America (US & Canada) by Type, by Application and by country, revenue for each segment.

Chapter 7: Europe by Type, by Application and by country, revenue for each segment.

Chapter 8: China by Type, and by Application, revenue for each segment.

Chapter 9: Asia (excluding China) by Type, by Application and by region, revenue for each segment.

Chapter 10: Middle East, Africa, and Latin America by Type, by Application and by country, revenue for each segment.

Chapter 11: Provides profiles of key companies, introducing the basic situation of the main companies in the market in detail, including product descriptions and specifications, Cosmetics OEM and ODM revenue, gross margin, and recent development, etc.

Chapter 12: Analyst's Viewpoints/Conclusions

Table of Contents

1 Report Overview

• 1.1 Study Scope
• 1.2 Market Analysis by Type
  • 1.2.1 Global Cosmetics OEM and ODM Market Size Growth Rate by Type: 2020 VS 2024 VS 2031
  • 1.2.2 Cosmetics OEM
  • 1.2.3 Cosmetics ODM
• 1.3 Market by Application
  • 1.3.1 Global Cosmetics OEM and ODM Market Share by Application: 2020 VS 2024 VS 2031
  • 1.3.2 Skincare
  • 1.3.3 Haircare
  • 1.3.4 Makeup
  • 1.3.5 Others
• 1.4 Assumptions and Limitations
• 1.5 Study Objectives
• 1.6 Years Considered

2 Global Growth Trends

• 2.1 Global Cosmetics OEM and ODM Market Perspective (2020-2031)
• 2.2 Global Cosmetics OEM and ODM Growth Trends by Region
  • 2.2.1 Global Cosmetics OEM and ODM Market Size by Region: 2020 VS 2024 VS 2031
  • 2.2.2 Cosmetics OEM and ODM Historic Market Size by Region (2020-2025)
  • 2.2.3 Cosmetics OEM and ODM Forecasted Market Size by Region (2026-2031)
• 2.3 Cosmetics OEM and ODM Industry Dynamic
  • 2.3.1 Cosmetics OEM and ODM Market Trends
  • 2.3.2 Cosmetics OEM and ODM Market Opportunities
  • 2.3.3 Cosmetics OEM and ODM Market Drivers
  • 2.3.4 Cosmetics OEM and ODM Market Challenges

3 Competition Landscape by Key Players

• 3.1 Global Revenue Cosmetics OEM and ODM by Players
  • 3.1.1 Global Cosmetics OEM and ODM Revenue by Players (2020-2024)
  • 3.1.2 Global Cosmetics OEM and ODM Revenue Market Share by Players (2020-2024)
• 3.2 Global Cosmetics OEM and ODM Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
• 3.3 Global Cosmetics OEM and ODM Market Concentration Ratio
  • 3.3.1 Global Cosmetics OEM and ODM Market Concentration Ratio (CR5)
  • 3.3.2 Global Top 10 and Top 5 Companies by Cosmetics OEM and ODM Revenue in 2024
• 3.4 Global Key Players of Cosmetics OEM and ODM Head office and Area Served
• 3.5 Global Key Players of Cosmetics OEM and ODM, Product
• 3.6 Global Key Players of Cosmetics OEM and ODM, Date of Enter into This Industry
• 3.7 Mergers & Acquisitions, Expansion Plans

4 Cosmetics OEM and ODM Breakdown Data by Type

• 4.1 Global Cosmetics OEM and ODM Historic Market Size by Type (2020-2025)
• 4.2 Global Cosmetics OEM and ODM Forecasted Market Size by Type (2026-2031)

5 Cosmetics OEM and ODM Breakdown Data by Application

• 5.1 Global Cosmetics OEM and ODM Historic Market Size by Application (2020-2025)
• 5.2 Global Cosmetics OEM and ODM Forecasted Market Size by Application (2026-2031)

6 North America

• 6.1 North America Cosmetics OEM and ODM Market Size (2020-2031)
• 6.2 North America Cosmetics OEM and ODM Market Size by Type
  • 6.2.1 North America Cosmetics OEM and ODM Market Size by Type (2020-2025)
  • 6.2.2 North America Cosmetics OEM and ODM Market Size by Type (2026-2031)
  • 6.2.3 North America Cosmetics OEM and ODM Market Share by Type (2020-2031)
• 6.3 North America Cosmetics OEM and ODM Market Size by Application
  • 6.3.1 North America Cosmetics OEM and ODM Market Size by Application (2020-2025)
  • 6.3.2 North America Cosmetics OEM and ODM Market Size by Application (2026-2031)
  • 6.3.3 North America Cosmetics OEM and ODM Market Share by Application (2020-2031)
• 6.4 North America Cosmetics OEM and ODM Market Size by Country
  • 6.4.1 North America Cosmetics OEM and ODM Market Size by Country: 2020 VS 2024 VS 2031
  • 6.4.2 North America Cosmetics OEM and ODM Market Size by Country (2020-2025)
  • 6.4.3 North America Cosmetics OEM and ODM Market Share by Country (2026-2031)
  • 6.4.4 United States
  • 6.4.5 Canada

7 Europe

• 7.1 Europe Cosmetics OEM and ODM Market Size (2020-2031)
• 7.2 Europe Cosmetics OEM and ODM Market Size by Type
  • 7.2.1 Europe Cosmetics OEM and ODM Market Size by Type (2020-2025)
  • 7.2.2 Europe Cosmetics OEM and ODM Market Size by Type (2026-2031)
  • 7.2.3 Europe Cosmetics OEM and ODM Market Share by Type (2020-2031)
• 7.3 Europe Cosmetics OEM and ODM Market Size by Application
  • 7.3.1 Europe Cosmetics OEM and ODM Market Size by Application (2020-2025)
  • 7.3.2 Europe Cosmetics OEM and ODM Market Size by Application (2026-2031)
  • 7.3.3 Europe Cosmetics OEM and ODM Market Share by Application (2020-2031)
• 7.4 Europe Cosmetics OEM and ODM Market Size by Country
  • 7.4.1 Europe Cosmetics OEM and ODM Market Size by Country: 2020 VS 2024 VS 2031
  • 7.4.2 Europe Cosmetics OEM and ODM Market Size by Country (2020-2025)
  • 7.4.3 Europe Cosmetics OEM and ODM Market Size by Country (2026-2031)
  • 7.4.4 Germany
  • 7.4.5 France
  • 7.4.6 U.K.
  • 7.4.7 Italy
  • 7.4.8 Spain

8 China

• 8.1 China Cosmetics OEM and ODM Market Size (2020-2031)
• 8.2 China Cosmetics OEM and ODM Market Size by Type
  • 8.2.1 China Cosmetics OEM and ODM Market Size by Type (2020-2025)
  • 8.2.2 China Cosmetics OEM and ODM Market Size by Type (2026-2031)
  • 8.2.3 China Cosmetics OEM and ODM Market Share by Type (2020-2031)
• 8.3 China Cosmetics OEM and ODM Market Size by Application
  • 8.3.1 China Cosmetics OEM and ODM Market Size by Application (2020-2025)
  • 8.3.2 China Cosmetics OEM and ODM Market Size by Application (2026-2031)
  • 8.3.3 China Cosmetics OEM and ODM Market Share by Application (2020-2031)

9 Asia (excluding China)

• 9.1 Asia Cosmetics OEM and ODM Market Size (2020-2031)
• 9.2 Asia Cosmetics OEM and ODM Market Size by Type
  • 9.2.1 Asia Cosmetics OEM and ODM Market Size by Type (2020-2025)
  • 9.2.2 Asia Cosmetics OEM and ODM Market Size by Type (2026-2031)
  • 9.2.3 Asia Cosmetics OEM and ODM Market Share by Type (2020-2031)
• 9.3 Asia Cosmetics OEM and ODM Market Size by Application
  • 9.3.1 Asia Cosmetics OEM and ODM Market Size by Application (2020-2025)
  • 9.3.2 Asia Cosmetics OEM and ODM Market Size by Application (2026-2031)
  • 9.3.3 Asia Cosmetics OEM and ODM Market Share by Application (2020-2031)
• 9.4 Asia Cosmetics OEM and ODM Market Size by Region
  • 9.4.1 Asia Cosmetics OEM and ODM Market Size by Region: 2020 VS 2024 VS 2031
  • 9.4.2 Asia Cosmetics OEM and ODM Market Size by Region (2020-2025)
  • 9.4.3 Asia Cosmetics OEM and ODM Market Size by Region (2026-2031)
  • 9.4.4 Japan
  • 9.4.5 South Korea
  • 9.4.6 Southeast Asia
  • 9.4.7 India
  • 9.4.8 Australia

10 Middle East, Africa, and Latin America

• 10.1 Middle East, Africa, and Latin America Cosmetics OEM and ODM Market Size (2020-2031)
• 10.2 Middle East, Africa, and Latin America Cosmetics OEM and ODM Market Size by Type
  • 10.2.1 Middle East, Africa, and Latin America Cosmetics OEM and ODM Market Size by Type (2020-2025)
  • 10.2.2 Middle East, Africa, and Latin America Cosmetics OEM and ODM Market Size by Type (2026-2031)
  • 10.2.3 Middle East, Africa, and Latin America Cosmetics OEM and ODM Market Share by Type (2020-2031)
• 10.3 Middle East, Africa, and Latin America Cosmetics OEM and ODM Market Size by Application
  • 10.3.1 Middle East, Africa, and Latin America Cosmetics OEM and ODM Market Size by Application (2020-2025)
  • 10.3.2 Middle East, Africa, and Latin America Cosmetics OEM and ODM Market Size by Application (2026-2031)
  • 10.3.3 Middle East, Africa, and Latin America Cosmetics OEM and ODM Market Share by Application (2020-2031)
• 10.4 Middle East, Africa, and Latin America Cosmetics OEM and ODM Market Size by Country
  • 10.4.1 Middle East, Africa, and Latin America Cosmetics OEM and ODM Market Size by Country: 2020 VS 2024 VS 2031
  • 10.4.2 Middle East, Africa, and Latin America Cosmetics OEM and ODM Market Size by Country (2020-2025)
  • 10.4.3 Middle East, Africa, and Latin America Cosmetics OEM and ODM Market Size by Country (2026-2031)
  • 10.4.4 Brazil
  • 10.4.5 Mexico
  • 10.4.6 Turkey
  • 10.4.7 GCC Countries
  • 10.4.8 South Africa

11 Key Players Profiles

• 11.1 COSMAX
  • 11.1.1 COSMAX Company Details
  • 11.1.2 COSMAX Business Overview
  • 11.1.3 COSMAX Cosmetics OEM and ODM Introduction
  • 11.1.4 COSMAX Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.2 KDC/One
  • 11.2.1 KDC/One Company Details
  • 11.2.2 KDC/One Business Overview
  • 11.2.3 KDC/One Cosmetics OEM and ODM Introduction
  • 11.2.4 KDC/One Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.3 Intercos
  • 11.3.1 Intercos Company Details
  • 11.3.2 Intercos Business Overview
  • 11.3.3 Intercos Cosmetics OEM and ODM Introduction
  • 11.3.4 Intercos Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.4 Kolmar korea
  • 11.4.1 Kolmar korea Company Details
  • 11.4.2 Kolmar korea Business Overview
  • 11.4.3 Kolmar korea Cosmetics OEM and ODM Introduction
  • 11.4.4 Kolmar korea Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.5 TOA
  • 11.5.1 TOA Company Details
  • 11.5.2 TOA Business Overview
  • 11.5.3 TOA Cosmetics OEM and ODM Introduction
  • 11.5.4 TOA Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.6 Cosmecca
  • 11.6.1 Cosmecca Company Details
  • 11.6.2 Cosmecca Business Overview
  • 11.6.3 Cosmecca Cosmetics OEM and ODM Introduction
  • 11.6.4 Cosmecca Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.7 Cosmo Beauty
  • 11.7.1 Cosmo Beauty Company Details
  • 11.7.2 Cosmo Beauty Business Overview
  • 11.7.3 Cosmo Beauty Cosmetics OEM and ODM Introduction
  • 11.7.4 Cosmo Beauty Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.8 Mana Products
  • 11.8.1 Mana Products Company Details
  • 11.8.2 Mana Products Business Overview
  • 11.8.3 Mana Products Cosmetics OEM and ODM Introduction
  • 11.8.4 Mana Products Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.9 Nox Bellow Cosmetics
  • 11.9.1 Nox Bellow Cosmetics Company Details
  • 11.9.2 Nox Bellow Cosmetics Business Overview
  • 11.9.3 Nox Bellow Cosmetics Cosmetics OEM and ODM Introduction
  • 11.9.4 Nox Bellow Cosmetics Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.10 PICASO Cosmetic
  • 11.10.1 PICASO Cosmetic Company Details
  • 11.10.2 PICASO Cosmetic Business Overview
  • 11.10.3 PICASO Cosmetic Cosmetics OEM and ODM Introduction
  • 11.10.4 PICASO Cosmetic Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.11 Toyo Beauty
  • 11.11.1 Toyo Beauty Company Details
  • 11.11.2 Toyo Beauty Business Overview
  • 11.11.3 Toyo Beauty Cosmetics OEM and ODM Introduction
  • 11.11.4 Toyo Beauty Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.12 Cohere Beauty
  • 11.12.1 Cohere Beauty Company Details
  • 11.12.2 Cohere Beauty Business Overview
  • 11.12.3 Cohere Beauty Cosmetics OEM and ODM Introduction
  • 11.12.4 Cohere Beauty Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.13 Ancorotti Cosmetics
  • 11.13.1 Ancorotti Cosmetics Company Details
  • 11.13.2 Ancorotti Cosmetics Business Overview
  • 11.13.3 Ancorotti Cosmetics Cosmetics OEM and ODM Introduction
  • 11.13.4 Ancorotti Cosmetics Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.14 S&J
  • 11.14.1 S&J Company Details
  • 11.14.2 S&J Business Overview
  • 11.14.3 S&J Cosmetics OEM and ODM Introduction
  • 11.14.4 S&J Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.15 A&H International Cosmetics
  • 11.15.1 A&H International Cosmetics Company Details
  • 11.15.2 A&H International Cosmetics Business Overview
  • 11.15.3 A&H International Cosmetics Cosmetics OEM and ODM Introduction
  • 11.15.4 A&H International Cosmetics Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.16 Chromavis
  • 11.16.1 Chromavis Company Details
  • 11.16.2 Chromavis Business Overview
  • 11.16.3 Chromavis Cosmetics OEM and ODM Introduction
  • 11.16.4 Chromavis Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.17 Opal Cosmetics
  • 11.17.1 Opal Cosmetics Company Details
  • 11.17.2 Opal Cosmetics Business Overview
  • 11.17.3 Opal Cosmetics Cosmetics OEM and ODM Introduction
  • 11.17.4 Opal Cosmetics Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.18 Bawei Biotechnology
  • 11.18.1 Bawei Biotechnology Company Details
  • 11.18.2 Bawei Biotechnology Business Overview
  • 11.18.3 Bawei Biotechnology Cosmetics OEM and ODM Introduction
  • 11.18.4 Bawei Biotechnology Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.19 Milott
  • 11.19.1 Milott Company Details
  • 11.19.2 Milott Business Overview
  • 11.19.3 Milott Cosmetics OEM and ODM Introduction
  • 11.19.4 Milott Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.20 B.Kolor
  • 11.20.1 B.Kolor Company Details
  • 11.20.2 B.Kolor Business Overview
  • 11.20.3 B.Kolor Cosmetics OEM and ODM Introduction
  • 11.20.4 B.Kolor Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.21 BioTruly
  • 11.21.1 BioTruly Company Details
  • 11.21.2 BioTruly Business Overview
  • 11.21.3 BioTruly Cosmetics OEM and ODM Introduction
  • 11.21.4 BioTruly Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.22 Cosway
  • 11.22.1 Cosway Company Details
  • 11.22.2 Cosway Business Overview
  • 11.22.3 Cosway Cosmetics OEM and ODM Introduction
  • 11.22.4 Cosway Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.23 ANTE (Suzhou) cosmetics
  • 11.23.1 ANTE (Suzhou) cosmetics Company Details
  • 11.23.2 ANTE (Suzhou) cosmetics Business Overview
  • 11.23.3 ANTE (Suzhou) cosmetics Cosmetics OEM and ODM Introduction
  • 11.23.4 ANTE (Suzhou) cosmetics Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.24 Ridgepole
  • 11.24.1 Ridgepole Company Details
  • 11.24.2 Ridgepole Business Overview
  • 11.24.3 Ridgepole Cosmetics OEM and ODM Introduction
  • 11.24.4 Ridgepole Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.25 ESTATE CHEMICAL
  • 11.25.1 ESTATE CHEMICAL Company Details
  • 11.25.2 ESTATE CHEMICAL Business Overview
  • 11.25.3 ESTATE CHEMICAL Cosmetics OEM and ODM Introduction
  • 11.25.4 ESTATE CHEMICAL Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.26 Ya Pure Cosmetics
  • 11.26.1 Ya Pure Cosmetics Company Details
  • 11.26.2 Ya Pure Cosmetics Business Overview
  • 11.26.3 Ya Pure Cosmetics Cosmetics OEM and ODM Introduction
  • 11.26.4 Ya Pure Cosmetics Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.27 Jiangsu Meiaisi Cosmetics
  • 11.27.1 Jiangsu Meiaisi Cosmetics Company Details
  • 11.27.2 Jiangsu Meiaisi Cosmetics Business Overview
  • 11.27.3 Jiangsu Meiaisi Cosmetics Cosmetics OEM and ODM Introduction
  • 11.27.4 Jiangsu Meiaisi Cosmetics Revenue in Cosmetics OEM and ODM Business (2020-2024)
• 11.28 Homar
  • 11.28.1 Homar Company Details
  • 11.28.2 Homar Business Overview
  • 11.28.3 Homar Cosmetics OEM and ODM Introduction
  • 11.28.4 Homar Revenue in Cosmetics OEM and ODM Business (2020-2024)

12 Analyst's Viewpoints/Conclusions

13 Appendix

• 13.1 Research Methodology
  • 13.1.1 Methodology/Research Approach
  • 13.1.2 Data Source
• 13.2 Author Details
• 13.3 Disclaimer 141