시장보고서
상품코드
1722127

세계의 AC 리니어 모터 시장 : 시장 점유율과 순위, 전체 매출 및 수요 예측(2025-2031년)

AC Linear Motor - Global Market Share and Ranking, Overall Sales and Demand Forecast 2025-2031

발행일: | 리서치사: QYResearch | 페이지 정보: 영문 | 배송안내 : 2-3일 (영업일 기준)

    
    
    




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전 세계 AC 리니어 모터 시장 규모는 2024년 6억 6,183만 달러에서 예측 기간 동안 4.0%의 CAGR로 2031년에는 8억 2,802만 달러로 성장할 것으로 예상됩니다.

세계 5대 AC 리니어 모터 업체는 2024년 매출 기준으로 약 38%의 점유율을 보이고 있습니다.

세계의 AC 리니어 모터 시장을 조사했으며, 시장 및 제품 개요, 시장 성장에 영향을 미치는 각종 영향요인 분석, 시장 규모 추정과 예측, 유형·용도·지역·주요 국가 등 각종 분류별 상세 분석, 경쟁 환경, 시장 점유율, 시장 순위, 주요 기업 개요 등의 정보를 정리하여 전해드립니다.

목차

제1장 시장 개요

  • AC 리니어 모터 : 제품 개요
  • 세계 시장 규모 : 예측
    • 판매액
    • 판매량
    • 판매 가격
  • 시장 동향과 촉진요인
    • 업계 동향
    • 시장 성장 촉진요인과 기회
    • 시장 과제
    • 시장 성장 억제요인
  • 가정과 제한
  • 조사 목적
  • 조사 기간

제2장 경쟁 분석 : 기업별

  • 기업 매출 순위
  • 세계의 AC 리니어 모터 매출 : 기업별
  • 기업 판매량 순위
  • 세계의 AC 리니어 모터 판매량 : 기업별
  • 평균 가격 : 기업별
  • 주요 기업 : 제조 거점·본사
  • 주요 기업 : 제품
  • 시장 경쟁 분석
  • M&A, 확대

제3장 유형별 세분화

  • 유형별 개요
    • 원통형
    • U자형 슬롯 유형
    • 평판형
  • 판매액
    • 판매액 : 2020년 vs 2024년 vs 2031년
    • 판매액 추정과 예측
    • 판매액 추정과 예측(%)
  • 판매량
    • 판매량 : 2020년 vs 2024년 vs 2031년
    • 판매량 추정과 예측
    • 판매량 추정과 예측(%)
  • 평균 가격

제4장 용도별 세분화

  • 용도별 개요
    • 로봇
    • 공작기계
    • 반도체 및 전자
    • 인쇄 장비
    • 의료기기·기타
  • 판매액
    • 판매액 : 2020년 vs 2024년 vs 2031년
    • 판매액 추정과 예측
    • 판매액 추정과 예측(%)
  • 판매량
    • 판매량 : 2020년 vs 2024년 vs 2031년
    • 판매량 추정과 예측
    • 판매량 추정과 예측(%)
  • 평균 가격

제5장 지역별 세분화

  • 판매액
    • 판매액 : 2020년 vs 2024년 vs 2031년
    • 판매액 추정과 예측
    • 판매액 추정과 예측(%)
  • 판매량
    • 판매량 : 2020년 vs 2024년 vs 2031년
    • 판매량 추정과 예측
    • 판매량 추정과 예측(%)
  • 평균 가격
  • 북미
  • 유럽
  • 아시아태평양
  • 라틴아메리카
  • 중동 및 아프리카

제6장 주요 국가·지역별 세분화

  • 주요 국가/지역별 판매액 성장 동향 : 2020년 vs 2024년 vs 2031년
  • 주요 국가/지역별 판매액·판매량 추정과 예측
  • 미국
  • 유럽
  • 중국
  • 일본
  • 한국
  • 동남아시아
  • 인도

제7장 기업 개요

  • Bosch Rexroth
  • Yaskawa Electric
  • Rockwell Automation
  • Mitsubishi
  • Tecnotion
  • Sanyo Denki
  • Beckhoff Automation
  • Siemens
  • FANUC Corporation
  • Kollmorgen
  • Akribis Systems
  • NTI AG(LinMot)
  • Omron
  • Parker
  • Sewoo Industrial Systems
  • ETEL
  • HAN'S Motor
  • Sodick
  • HIWIN MIKROSYSTEM
  • Aerotech

제8장 산업 체인 분석

  • 산업 체인
  • 업스트림 분석
  • 다운스트림 분석(고객 분석)
  • 판매 모델과 판매 채널

제9장 조사 결과와 결론

제10장 부록

ksm 25.05.28

The global market for AC Linear Motor was estimated to be worth US$ 661.83 million in 2024. It is forecast to a readjusted size of US$ 828.02 million by 2031 with a CAGR of 4.0% during the forecast period 2025-2031.

The global key companies of AC Linear Motor include Bosch Rexroth, Yaskawa Electric, Rockwell Automation, Mitsubishi, Tecnotion, Sanyo Denki, Beckhoff Automation, Siemens, and FANUC Corporation, etc. In 2024, the global five largest players hold a share approximately 38% in terms of revenue.

This report aims to provide a comprehensive presentation of the global market for AC Linear Motor, focusing on the total sales volume, sales revenue, price, key companies market share and ranking, together with an analysis of AC Linear Motor by region & country, by Type, and by Application.

The AC Linear Motor market size, estimations, and forecasts are provided in terms of sales volume (K Units) and sales revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. 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 AC Linear Motor.

Market Segmentation

By Company

  • Bosch Rexroth
  • Yaskawa Electric
  • Rockwell Automation
  • Mitsubishi
  • Tecnotion
  • Sanyo Denki
  • Beckhoff Automation
  • Siemens
  • FANUC Corporation
  • Kollmorgen
  • Akribis Systems
  • NTI AG (LinMot)
  • Omron
  • Parker
  • Sewoo Industrial Systems
  • ETEL
  • HAN'S Motor
  • Sodick
  • HIWIN MIKROSYSTEM
  • Aerotech

Segment by Type

  • Cylindrical Type
  • U-Shaped Slot Type
  • Flat Plate Type

Segment by Application

  • Robots
  • Machine Tools
  • Semiconductor and Electronic
  • Printing Equipment
  • Medical Devices and Others

By Region

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

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 AC Linear Motor 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 AC Linear Motor 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 AC Linear Motor 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 AC Linear Motor Product Introduction
  • 1.2 Global AC Linear Motor Market Size Forecast
    • 1.2.1 Global AC Linear Motor Sales Value (2020-2031)
    • 1.2.2 Global AC Linear Motor Sales Volume (2020-2031)
    • 1.2.3 Global AC Linear Motor Sales Price (2020-2031)
  • 1.3 AC Linear Motor Market Trends & Drivers
    • 1.3.1 AC Linear Motor Industry Trends
    • 1.3.2 AC Linear Motor Market Drivers & Opportunity
    • 1.3.3 AC Linear Motor Market Challenges
    • 1.3.4 AC Linear Motor Market Restraints
  • 1.4 Assumptions and Limitations
  • 1.5 Study Objectives
  • 1.6 Years Considered

2 Competitive Analysis by Company

  • 2.1 Global AC Linear Motor Players Revenue Ranking (2024)
  • 2.2 Global AC Linear Motor Revenue by Company (2020-2025)
  • 2.3 Global AC Linear Motor Players Sales Volume Ranking (2024)
  • 2.4 Global AC Linear Motor Sales Volume by Company Players (2020-2025)
  • 2.5 Global AC Linear Motor Average Price by Company (2020-2025)
  • 2.6 Key Manufacturers AC Linear Motor Manufacturing Base and Headquarters
  • 2.7 Key Manufacturers AC Linear Motor Product Offered
  • 2.8 AC Linear Motor Market Competitive Analysis
    • 2.8.1 AC Linear Motor Market Concentration Rate (2020-2025)
    • 2.8.2 Global 5 Largest Manufacturers by AC Linear Motor Revenue in 2024
    • 2.8.3 Global Top Manufacturers by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in AC Linear Motor as of 2024)
  • 2.9 Mergers & Acquisitions, Expansion

3 Segmentation by Type

  • 3.1 Introduction by Type
    • 3.1.1 Cylindrical Type
    • 3.1.2 U-Shaped Slot Type
    • 3.1.3 Flat Plate Type
  • 3.2 Global AC Linear Motor Sales Value by Type
    • 3.2.1 Global AC Linear Motor Sales Value by Type (2020 VS 2024 VS 2031)
    • 3.2.2 Global AC Linear Motor Sales Value, by Type (2020-2031)
    • 3.2.3 Global AC Linear Motor Sales Value, by Type (%) (2020-2031)
  • 3.3 Global AC Linear Motor Sales Volume by Type
    • 3.3.1 Global AC Linear Motor Sales Volume by Type (2020 VS 2024 VS 2031)
    • 3.3.2 Global AC Linear Motor Sales Volume, by Type (2020-2031)
    • 3.3.3 Global AC Linear Motor Sales Volume, by Type (%) (2020-2031)
  • 3.4 Global AC Linear Motor Average Price by Type (2020-2031)

4 Segmentation by Application

  • 4.1 Introduction by Application
    • 4.1.1 Robots
    • 4.1.2 Machine Tools
    • 4.1.3 Semiconductor and Electronic
    • 4.1.4 Printing Equipment
    • 4.1.5 Medical Devices and Others
  • 4.2 Global AC Linear Motor Sales Value by Application
    • 4.2.1 Global AC Linear Motor Sales Value by Application (2020 VS 2024 VS 2031)
    • 4.2.2 Global AC Linear Motor Sales Value, by Application (2020-2031)
    • 4.2.3 Global AC Linear Motor Sales Value, by Application (%) (2020-2031)
  • 4.3 Global AC Linear Motor Sales Volume by Application
    • 4.3.1 Global AC Linear Motor Sales Volume by Application (2020 VS 2024 VS 2031)
    • 4.3.2 Global AC Linear Motor Sales Volume, by Application (2020-2031)
    • 4.3.3 Global AC Linear Motor Sales Volume, by Application (%) (2020-2031)
  • 4.4 Global AC Linear Motor Average Price by Application (2020-2031)

5 Segmentation by Region

  • 5.1 Global AC Linear Motor Sales Value by Region
    • 5.1.1 Global AC Linear Motor Sales Value by Region: 2020 VS 2024 VS 2031
    • 5.1.2 Global AC Linear Motor Sales Value by Region (2020-2025)
    • 5.1.3 Global AC Linear Motor Sales Value by Region (2026-2031)
    • 5.1.4 Global AC Linear Motor Sales Value by Region (%), (2020-2031)
  • 5.2 Global AC Linear Motor Sales Volume by Region
    • 5.2.1 Global AC Linear Motor Sales Volume by Region: 2020 VS 2024 VS 2031
    • 5.2.2 Global AC Linear Motor Sales Volume by Region (2020-2025)
    • 5.2.3 Global AC Linear Motor Sales Volume by Region (2026-2031)
    • 5.2.4 Global AC Linear Motor Sales Volume by Region (%), (2020-2031)
  • 5.3 Global AC Linear Motor Average Price by Region (2020-2031)
  • 5.4 North America
    • 5.4.1 North America AC Linear Motor Sales Value, 2020-2031
    • 5.4.2 North America AC Linear Motor Sales Value by Country (%), 2024 VS 2031
  • 5.5 Europe
    • 5.5.1 Europe AC Linear Motor Sales Value, 2020-2031
    • 5.5.2 Europe AC Linear Motor Sales Value by Country (%), 2024 VS 2031
  • 5.6 Asia Pacific
    • 5.6.1 Asia Pacific AC Linear Motor Sales Value, 2020-2031
    • 5.6.2 Asia Pacific AC Linear Motor Sales Value by Region (%), 2024 VS 2031
  • 5.7 Latin America
    • 5.7.1 Latin America AC Linear Motor Sales Value, 2020-2031
    • 5.7.2 Latin America AC Linear Motor Sales Value by Country (%), 2024 VS 2031
  • 5.8 Middle East & Africa
    • 5.8.1 Middle East & Africa AC Linear Motor Sales Value, 2020-2031
    • 5.8.2 Middle East & Africa AC Linear Motor Sales Value by Country (%), 2024 VS 2031

6 Segmentation by Key Countries/Regions

  • 6.1 Key Countries/Regions AC Linear Motor Sales Value Growth Trends, 2020 VS 2024 VS 2031
  • 6.2 Key Countries/Regions AC Linear Motor Sales Value and Sales Volume
    • 6.2.1 Key Countries/Regions AC Linear Motor Sales Value, 2020-2031
    • 6.2.2 Key Countries/Regions AC Linear Motor Sales Volume, 2020-2031
  • 6.3 United States
    • 6.3.1 United States AC Linear Motor Sales Value, 2020-2031
    • 6.3.2 United States AC Linear Motor Sales Value by Type (%), 2024 VS 2031
    • 6.3.3 United States AC Linear Motor Sales Value by Application, 2024 VS 2031
  • 6.4 Europe
    • 6.4.1 Europe AC Linear Motor Sales Value, 2020-2031
    • 6.4.2 Europe AC Linear Motor Sales Value by Type (%), 2024 VS 2031
    • 6.4.3 Europe AC Linear Motor Sales Value by Application, 2024 VS 2031
  • 6.5 China
    • 6.5.1 China AC Linear Motor Sales Value, 2020-2031
    • 6.5.2 China AC Linear Motor Sales Value by Type (%), 2024 VS 2031
    • 6.5.3 China AC Linear Motor Sales Value by Application, 2024 VS 2031
  • 6.6 Japan
    • 6.6.1 Japan AC Linear Motor Sales Value, 2020-2031
    • 6.6.2 Japan AC Linear Motor Sales Value by Type (%), 2024 VS 2031
    • 6.6.3 Japan AC Linear Motor Sales Value by Application, 2024 VS 2031
  • 6.7 South Korea
    • 6.7.1 South Korea AC Linear Motor Sales Value, 2020-2031
    • 6.7.2 South Korea AC Linear Motor Sales Value by Type (%), 2024 VS 2031
    • 6.7.3 South Korea AC Linear Motor Sales Value by Application, 2024 VS 2031
  • 6.8 Southeast Asia
    • 6.8.1 Southeast Asia AC Linear Motor Sales Value, 2020-2031
    • 6.8.2 Southeast Asia AC Linear Motor Sales Value by Type (%), 2024 VS 2031
    • 6.8.3 Southeast Asia AC Linear Motor Sales Value by Application, 2024 VS 2031
  • 6.9 India
    • 6.9.1 India AC Linear Motor Sales Value, 2020-2031
    • 6.9.2 India AC Linear Motor Sales Value by Type (%), 2024 VS 2031
    • 6.9.3 India AC Linear Motor Sales Value by Application, 2024 VS 2031

7 Company Profiles

  • 7.1 Bosch Rexroth
    • 7.1.1 Bosch Rexroth Company Information
    • 7.1.2 Bosch Rexroth Introduction and Business Overview
    • 7.1.3 Bosch Rexroth AC Linear Motor Sales, Revenue, Price and Gross Margin (2020-2025)
    • 7.1.4 Bosch Rexroth AC Linear Motor Product Offerings
    • 7.1.5 Bosch Rexroth Recent Development
  • 7.2 Yaskawa Electric
    • 7.2.1 Yaskawa Electric Company Information
    • 7.2.2 Yaskawa Electric Introduction and Business Overview
    • 7.2.3 Yaskawa Electric AC Linear Motor Sales, Revenue, Price and Gross Margin (2020-2025)
    • 7.2.4 Yaskawa Electric AC Linear Motor Product Offerings
    • 7.2.5 Yaskawa Electric Recent Development
  • 7.3 Rockwell Automation
    • 7.3.1 Rockwell Automation Company Information
    • 7.3.2 Rockwell Automation Introduction and Business Overview
    • 7.3.3 Rockwell Automation AC Linear Motor Sales, Revenue, Price and Gross Margin (2020-2025)
    • 7.3.4 Rockwell Automation AC Linear Motor Product Offerings
    • 7.3.5 Rockwell Automation Recent Development
  • 7.4 Mitsubishi
    • 7.4.1 Mitsubishi Company Information
    • 7.4.2 Mitsubishi Introduction and Business Overview
    • 7.4.3 Mitsubishi AC Linear Motor Sales, Revenue, Price and Gross Margin (2020-2025)
    • 7.4.4 Mitsubishi AC Linear Motor Product Offerings
    • 7.4.5 Mitsubishi Recent Development
  • 7.5 Tecnotion
    • 7.5.1 Tecnotion Company Information
    • 7.5.2 Tecnotion Introduction and Business Overview
    • 7.5.3 Tecnotion AC Linear Motor Sales, Revenue, Price and Gross Margin (2020-2025)
    • 7.5.4 Tecnotion AC Linear Motor Product Offerings
  • 7.6 Sanyo Denki
    • 7.6.1 Sanyo Denki Company Information
    • 7.6.2 Sanyo Denki Introduction and Business Overview
    • 7.6.3 Sanyo Denki AC Linear Motor Sales, Revenue, Price and Gross Margin (2020-2025)
    • 7.6.4 Sanyo Denki AC Linear Motor Product Offerings
  • 7.7 Beckhoff Automation
    • 7.7.1 Beckhoff Automation Company Information
    • 7.7.2 Beckhoff Automation Introduction and Business Overview
    • 7.7.3 Beckhoff Automation AC Linear Motor Sales, Revenue, Price and Gross Margin (2020-2025)
    • 7.7.4 Beckhoff Automation AC Linear Motor Product Offerings
  • 7.8 Siemens
    • 7.8.1 Siemens Company Information
    • 7.8.2 Siemens Introduction and Business Overview
    • 7.8.3 Siemens AC Linear Motor Sales, Revenue, Price and Gross Margin (2020-2025)
    • 7.8.4 Siemens AC Linear Motor Product Offerings
  • 7.9 FANUC Corporation
    • 7.9.1 FANUC Corporation Company Information
    • 7.9.2 FANUC Corporation Introduction and Business Overview
    • 7.9.3 FANUC Corporation AC Linear Motor Sales, Revenue, Price and Gross Margin (2020-2025)
    • 7.9.4 FANUC Corporation AC Linear Motor Product Offerings
  • 7.10 Kollmorgen
    • 7.10.1 Kollmorgen Company Information
    • 7.10.2 Kollmorgen Introduction and Business Overview
    • 7.10.3 Kollmorgen AC Linear Motor Sales, Revenue, Price and Gross Margin (2020-2025)
    • 7.10.4 Kollmorgen AC Linear Motor Product Offerings
    • 7.10.5 Kollmorgen Recent Development
  • 7.11 Akribis Systems
    • 7.11.1 Akribis Systems Company Information
    • 7.11.2 Akribis Systems Introduction and Business Overview
    • 7.11.3 Akribis Systems AC Linear Motor Sales, Revenue, Price and Gross Margin (2020-2025)
    • 7.11.4 Akribis Systems AC Linear Motor Product Offerings
  • 7.12 NTI AG (LinMot)
    • 7.12.1 NTI AG (LinMot) Company Information
    • 7.12.2 NTI AG (LinMot) Introduction and Business Overview
    • 7.12.3 NTI AG (LinMot) AC Linear Motor Sales, Revenue, Price and Gross Margin (2020-2025)
    • 7.12.4 NTI AG (LinMot) AC Linear Motor Product Offerings
  • 7.13 Omron
    • 7.13.1 Omron Company Information
    • 7.13.2 Omron Introduction and Business Overview
    • 7.13.3 Omron AC Linear Motor Sales, Revenue, Price and Gross Margin (2020-2025)
    • 7.13.4 Omron AC Linear Motor Product Offerings
    • 7.13.5 Omron Recent Development
  • 7.14 Parker
    • 7.14.1 Parker Company Information
    • 7.14.2 Parker Introduction and Business Overview
    • 7.14.3 Parker AC Linear Motor Sales, Revenue, Price and Gross Margin (2020-2025)
    • 7.14.4 Parker AC Linear Motor Product Offerings
    • 7.14.5 Parker Recent Development
  • 7.15 Sewoo Industrial Systems
    • 7.15.1 Sewoo Industrial Systems Company Information
    • 7.15.2 Sewoo Industrial Systems Introduction and Business Overview
    • 7.15.3 Sewoo Industrial Systems AC Linear Motor Sales, Revenue, Price and Gross Margin (2020-2025)
    • 7.15.4 Sewoo Industrial Systems AC Linear Motor Product Offerings
  • 7.16 ETEL
    • 7.16.1 ETEL Company Information
    • 7.16.2 ETEL Introduction and Business Overview
    • 7.16.3 ETEL AC Linear Motor Sales, Revenue, Price and Gross Margin (2020-2025)
    • 7.16.4 ETEL AC Linear Motor Product Offerings
  • 7.17 HAN'S Motor
    • 7.17.1 HAN'S Motor Company Information
    • 7.17.2 HAN'S Motor Introduction and Business Overview
    • 7.17.3 HAN'S Motor AC Linear Motor Sales, Revenue, Price and Gross Margin (2020-2025)
    • 7.17.4 HAN'S Motor AC Linear Motor Product Offerings
  • 7.18 Sodick
    • 7.18.1 Sodick Company Information
    • 7.18.2 Sodick Introduction and Business Overview
    • 7.18.3 Sodick AC Linear Motor Sales, Revenue, Price and Gross Margin (2020-2025)
    • 7.18.4 Sodick AC Linear Motor Product Offerings
  • 7.19 HIWIN MIKROSYSTEM
    • 7.19.1 HIWIN MIKROSYSTEM Company Information
    • 7.19.2 HIWIN MIKROSYSTEM Introduction and Business Overview
    • 7.19.3 HIWIN MIKROSYSTEM AC Linear Motor Sales, Revenue, Price and Gross Margin (2020-2025)
    • 7.19.4 HIWIN MIKROSYSTEM AC Linear Motor Product Offerings
  • 7.20 Aerotech
    • 7.20.1 Aerotech Company Information
    • 7.20.2 Aerotech Introduction and Business Overview
    • 7.20.3 Aerotech AC Linear Motor Sales, Revenue, Price and Gross Margin (2020-2025)
    • 7.20.4 Aerotech AC Linear Motor Product Offerings

8 Industry Chain Analysis

  • 8.1 AC Linear Motor Industrial Chain
  • 8.2 AC Linear Motor Upstream Analysis
    • 8.2.1 Key Raw Materials
    • 8.2.2 Raw Materials Key Suppliers
    • 8.2.3 Manufacturing Cost Structure
  • 8.3 Downstream Analysis (Customers Analysis)
  • 8.4 Sales Model and Sales Channels
    • 8.4.1 AC Linear Motor Sales Model
    • 8.4.2 AC Linear Motor 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 151
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