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世界の自動車ファイナンス市場:プロバイダータイプ、ファイナンスタイプ、目的タイプ、車両タイプ、地域別予測

Global Automotive Finance Market Size study, by Provider Type, by Finance Type, by Purpose Type, by Vehicle type and Regional Forecasts 2019-2026

出版日: | 発行: Bizwit Research & Consulting LLP | ページ情報: 英文 | 納期: 2-3営業日

価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=105.81円
世界の自動車ファイナンス市場:プロバイダータイプ、ファイナンスタイプ、目的タイプ、車両タイプ、地域別予測
出版日: 2020年01月20日
発行: Bizwit Research & Consulting LLP
ページ情報: 英文
納期: 2-3営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

当レポートは世界の自動車ファイナンス市場について調査しており、市場機会、課題や動向、成長要因、プロバイダータイプ・ファイナンスタイプ・目的タイプ・車両タイプ・地域別の市場分析、競合情勢、主要企業のプロファイル等の情報を提供しています。

目次

第1章 エグゼクティブサマリー

  • 市場のスナップショット
  • 市場推計および予測:世界/セグメント別
  • 主な動向
  • 推計方法
  • 調査の前提条件

第2章 市場定義および範囲

  • 調査の目的
  • 市場定義・範囲
    • 調査範囲
    • 産業の進展
  • 調査のために考慮された年
  • 為替レート

第3章 市場力学

  • 市場影響分析
    • 市場成長要因
    • 市場の課題
    • 市場機会

第4章 産業分析

  • ポーターのファイブフォース分析
  • PEST分析
  • 投資採用モデル
  • アナリストの提言・結論

第5章 市場分析:プロバイダーのタイプ別

  • 市場のスナップショット
  • 市場実績:ポテンシャル分析
  • 市場推計・予測
  • サブセグメント分析
    • 銀行
    • 相手先ブランド供給(OEM)
    • その他

第6章 市場分析:ファイナンスタイプ別

  • 市場のスナップショット
  • 市場実績:ポテンシャル分析
  • 市場推計・予測
  • サブセグメント分析
    • 直接
    • 間接的

第7章 市場分析:目的タイプ別

  • 市場のスナップショット
  • 市場実績:ポテンシャル分析
  • 市場推計・予測
  • サブセグメント分析
    • ローン
    • リース
    • その他

第8章 市場分析:車両タイプ別

  • 市場のスナップショット
  • 市場実績:ポテンシャル分析
  • 市場推計・予測
  • サブセグメント分析
    • 商用車
    • 乗用車

第9章 市場分析:地域別

  • 市場のスナップショット
  • 北米
  • 欧州
  • アジア太平洋地域
  • ラテンアメリカ
  • その他

第10章 競合情勢

  • 主な市場戦略
  • 企業プロファイル
    • Ally Financial
    • Bank of America
    • Capital One
    • Chase Auto Finance
    • Daimler Financial Services
    • Ford Motor Credit Company
    • GM Financial Inc.
    • 日立キャピタル株式会社
    • トヨタファイナンシャルサービス株式会社
    • Volkswagen Financial Services

第11章 調査方法

  • 調査方法
    • データマイニング
    • 分析
    • 市場予測
    • 検証
    • 出版
  • 調査属性
  • 調査の前提条件
図表

List of Tables

  • TABLE 1. LIST OF SECONDARY SOURCES, USED IN THE STUDY OF GLOBAL AUTOMOTIVE FINANCE MARKET
  • TABLE 2. LIST OF PRIMARY SOURCES, USED IN THE STUDY OF GLOBAL AUTOMOTIVE FINANCE MARKET
  • TABLE 3. GLOBAL AUTOMOTIVE FINANCE MARKET, REPORT SCOPE
  • TABLE 4. YEARS CONSIDERED FOR THE STUDY
  • TABLE 5. EXCHANGE RATES CONSIDERED
  • TABLE 6. GLOBAL AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY REGION 2016-2026 (USD BILLION)
  • TABLE 7. GLOBAL AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY PROVIDER TYPE 2016-2026 (USD BILLION)
  • TABLE 8. GLOBAL AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY FINANCE TYPE 2016-2026 (USD BILLION)
  • TABLE 9. GLOBAL AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY PURPOSE TYPE 2016-2026 (USD BILLION)
  • TABLE 10. GLOBAL AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY VEHICLE TYPE 2016-2026 (USD BILLION)
  • TABLE 11. GLOBAL AUTOMOTIVE FINANCE MARKET BY SEGMENT, ESTIMATES & FORECASTS, 2016-2026 (USD BILLION)
  • TABLE 12. GLOBAL AUTOMOTIVE FINANCE MARKET BY REGION, ESTIMATES & FORECASTS, 2016-2026 (USD BILLION)
  • TABLE 13. GLOBAL AUTOMOTIVE FINANCE MARKET BY SEGMENT, ESTIMATES & FORECASTS, 2016-2026 (USD BILLION)
  • TABLE 14. GLOBAL AUTOMOTIVE FINANCE MARKET BY REGION, ESTIMATES & FORECASTS, 2016-2026 (USD BILLION)
  • TABLE 15. GLOBAL AUTOMOTIVE FINANCE MARKET BY SEGMENT, ESTIMATES & FORECASTS, 2016-2026 (USD BILLION)
  • TABLE 16. GLOBAL AUTOMOTIVE FINANCE MARKET BY REGION, ESTIMATES & FORECASTS, 2016-2026 (USD BILLION)
  • TABLE 17. GLOBAL AUTOMOTIVE FINANCE MARKET BY SEGMENT, ESTIMATES & FORECASTS, 2016-2026 (USD BILLION)
  • TABLE 18. GLOBAL AUTOMOTIVE FINANCE MARKET BY REGION, ESTIMATES & FORECASTS, 2016-2026 (USD BILLION)
  • TABLE 19. GLOBAL AUTOMOTIVE FINANCE MARKET BY SEGMENT, ESTIMATES & FORECASTS, 2016-2026 (USD BILLION)
  • TABLE 20. GLOBAL AUTOMOTIVE FINANCE MARKET BY REGION, ESTIMATES & FORECASTS, 2016-2026 (USD BILLION)
  • TABLE 21. U.S. AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS, 2016-2026 (USD BILLION)
  • TABLE 22. U.S. AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 23. U.S. AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 24. CANADA AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS, 2016-2026 (USD BILLION)
  • TABLE 25. CANADA AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 26. CANADA AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 27. UK AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS, 2016-2026 (USD BILLION)
  • TABLE 28. UK AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 29. UK AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 30. GERMANY AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS, 2016-2026 (USD BILLION)
  • TABLE 31. GERMANY AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 32. GERMANY AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 33. ROE AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS, 2016-2026 (USD BILLION)
  • TABLE 34. ROE AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 35. ROE AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 36. CHINA AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS, 2016-2026 (USD BILLION)
  • TABLE 37. CHINA AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 38. CHINA AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 39. INDIA AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS, 2016-2026 (USD BILLION)
  • TABLE 40. INDIA AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 41. INDIA AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 42. JAPAN AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS, 2016-2026 (USD BILLION)
  • TABLE 43. JAPAN AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 44. JAPAN AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 45. ROAPAC AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS, 2016-2026 (USD BILLION)
  • TABLE 46. ROAPAC AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 47. ROAPAC AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 48. BRAZIL AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS, 2016-2026 (USD BILLION)
  • TABLE 49. BRAZIL AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 50. BRAZIL AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 51. MEXICO AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS, 2016-2026 (USD BILLION)
  • TABLE 52. MEXICO AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 53. MEXICO AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 54. ROLA AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS, 2016-2026 (USD BILLION)
  • TABLE 55. ROLA AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 56. ROLA AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 57. ROW AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS, 2016-2026 (USD BILLION)
  • TABLE 58. ROW AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)
  • TABLE 59. ROW AUTOMOTIVE FINANCE MARKET ESTIMATES & FORECASTS BY SEGMENT 2016-2026 (USD BILLION)

List of Figures

  • FIG 1. GLOBAL AUTOMOTIVE FINANCE MARKET, RESEARCH METHODOLOGY
  • FIG 2. GLOBAL AUTOMOTIVE FINANCE MARKET, MARKET ESTIMATION TECHNIQUES
  • FIG 3. GLOBAL MARKET SIZE ESTIMATES & FORECAST METHODS
  • FIG 4. GLOBAL AUTOMOTIVE FINANCE MARKET, KEY TRENDS 2018
  • FIG 5. GLOBAL AUTOMOTIVE FINANCE MARKET, GROWTH PROSPECTS 2019-2026
  • FIG 6. GLOBAL AUTOMOTIVE FINANCE MARKET, PORTERS 5 FORCE MODEL
  • FIG 7. GLOBAL AUTOMOTIVE FINANCE MARKET, PEST ANALYSIS
  • FIG 8. GLOBAL AUTOMOTIVE FINANCE MARKET, VALUE CHAIN ANALYSIS
  • FIG 9. GLOBAL AUTOMOTIVE FINANCE MARKET BY SEGMENT, 2016 & 2026 (USD BILLION)
  • FIG 10. GLOBAL AUTOMOTIVE FINANCE MARKET BY SEGMENT, 2016 & 2026 (USD BILLION)
  • FIG 11. GLOBAL AUTOMOTIVE FINANCE MARKET BY SEGMENT, 2016 & 2026 (USD BILLION)
  • FIG 12. GLOBAL AUTOMOTIVE FINANCE MARKET BY SEGMENT, 2016 & 2026 (USD BILLION)
  • FIG 13. GLOBAL AUTOMOTIVE FINANCE MARKET BY SEGMENT, 2016 & 2026 (USD BILLION)
  • FIG 14. GLOBAL AUTOMOTIVE FINANCE MARKET, REGIONAL SNAPSHOT 2016 & 2026
  • FIG 15. NORTH AMERICA AUTOMOTIVE FINANCE MARKET 2016 & 2026 (USD BILLION)
  • FIG 16. EUROPE AUTOMOTIVE FINANCE MARKET 2016 & 2026 (USD BILLION)
  • FIG 17. ASIA PACIFIC AUTOMOTIVE FINANCE MARKET 2016 & 2026 (USD BILLION)
  • FIG 18. LATIN AMERICA AUTOMOTIVE FINANCE MARKET 2016 & 2026 (USD BILLION)
  • FIG 19. GLOBAL AUTOMOTIVE FINANCE MARKET, COMPANY MARKET SHARE ANALYSIS (2018)
目次

Global Automotive Finance market is valued approximately at USD 206.39 billion in 2018 and is anticipated to grow with a growth rate of more than 6.5% over the forecast period 2019-2026. An Automotive Finance refers to the financial services that is provided by original equipment manufacturers, banks and financial institutes etc. to the customer for purchasing vehicle without paying a lump sum payment to the dealership. It is an agreement between the finance provider and customer where customer buy vehicle and agrees to pay the amount financed with the interest charge over the borrowed period in installments. The rapid digitalization and increasing adoption of e-commerce business platforms are the factors driving the growth of market over the forecast years. As for getting quick and hassle-free finance for new and old vehicles, customer prefer online platforms to obtain loan by avoiding timely and complex manual finance process. Also, customer prefer financial provider over online platform to get easy data-driven consulting services and it helps in determining suitable vehicle coupled with financial schemes those are best suited as per customer requirement. Additionally, rise in demand for Electric vehicle and the integration of blockchain with auto financing is an opportunity for the growth of market over the forecast years. However, high competition within the industry deter the growth of market over the forecast years.

The regional analysis of global Automotive Finance market is considered for the key regions such as Asia Pacific, North America, Europe, Latin America and Rest of the World. Europe accounts for the largest share in the global automotive finance market due to the rapid digitalization and increase in adoption of e-commerce. Whereas, Asia Pacific is the fastest growing region in the global automotive finance due to the rising favorable government initiative in key economies such as India, China and Japan.

Market player included in this report are:

Ally Financial

Bank of America

Capital One

Chase Auto Finance

Daimler Financial Services

Ford Motor Credit Company

GM Financial Inc.

Hitachi Capital

Toyota Financial Services

Volkswagen Financial Services

The objective of the study is to define market sizes of different segments & countries in recent years and to forecast the values to the coming eight years. The report is designed to incorporate both qualitative and quantitative aspects of the industry within each of the regions and countries involved in the study. Furthermore, the report also caters the detailed information about the crucial aspects such as driving factors & challenges which will define the future growth of the market. Additionally, the report shall also incorporate available opportunities in micro markets for stakeholders to invest along with the detailed analysis of competitive landscape and product offerings of key players. The detailed segments and sub-segment of the market are explained below:

By Provider Type:

Banks

Original Equipment Manufacturers (OEMs)

Other Financial Institutions

By Finance Type:

Direct

Indirect

By Purpose Type:

Loan

Leasing

Others

By Vehicle Type:

Commercial vehicle

Passenger vehicle

By Regions:

North America

U.S.

Canada

Europe

UK

Germany

Asia Pacific

China

India

Japan

Latin America

Brazil

Mexico

Rest of the World

Furthermore, years considered for the study are as follows:

Historical year - 2016, 2017

Base year - 2018

Forecast period - 2019 to 2026

Target Audience of the Global Automotive Finance Market in Market Study:

Key Consulting Companies & Advisors

Large, medium-sized, and small enterprises

Venture capitalists

Value-Added Resellers (VARs)

Third-party knowledge providers

Investment bankers

Investors

Table of Contents

Chapter 1. Executive Summary

  • 1.1. Market Snapshot
  • 1.2. Global & Segmental Market Estimates & Forecasts, 2017-2026 (USD Billion)
    • 1.2.1. Automotive Finance Market, by Region, 2017-2026 (USD Billion)
    • 1.2.2. Automotive Finance Market, by Provider Type, 2017-2026 (USD Billion)
    • 1.2.3. Automotive Finance Market, by Finance Type, 2017-2026 (USD Billion)
    • 1.2.4. Automotive Finance Market, by Purpose Type, 2017-2026 (USD Billion)
    • 1.2.5. Automotive Finance Market, by Vehicle Type, 2017-2026 (USD Billion)
  • 1.3. Key Trends
  • 1.4. Estimation Methodology
  • 1.5. Research Assumption

Chapter 2. Global Automotive Finance Market Definition and Scope

  • 2.1. Objective of the Study
  • 2.2. Market Definition & Scope
    • 2.2.1. Scope of the Study
    • 2.2.2. Industry Evolution
  • 2.3. Years Considered for the Study
  • 2.4. Currency Conversion Rates

Chapter 3. Global Automotive Finance Market Dynamics

  • 3.1. Automotive Finance Market Impact Analysis (2018-2026)
    • 3.1.1. Market Drivers
    • 3.1.2. Market Challenges
    • 3.1.3. Market Opportunities

Chapter 4. Global Automotive Finance Market Industry Analysis

  • 4.1. Porter's 5 Force Model
    • 4.1.1. Bargaining Power of Suppliers
    • 4.1.2. Bargaining Power of Buyers
    • 4.1.3. Threat of New Entrants
    • 4.1.4. Threat of Substitutes
    • 4.1.5. Competitive Rivalry
    • 4.1.6. Futuristic Approach to Porter's 5 Force Model (2016-2026)
  • 4.2. PEST Analysis
    • 4.2.1. Political
    • 4.2.2. Economical
    • 4.2.3. Social
    • 4.2.4. Technological
  • 4.3. Investment Adoption Model
  • 4.4. Analyst Recommendation & Conclusion

Chapter 5. Global Automotive Finance Market, by Provider Type

  • 5.1. Market Snapshot
  • 5.2. Global Automotive Finance Market by Provider Type, Performance - Potential Analysis
  • 5.3. Global Automotive Finance Market Estimates & Forecasts by Provider Type 2016-2026 (USD Billion)
  • 5.4. Automotive Finance Market, Sub Segment Analysis
    • 5.4.1. Banks
    • 5.4.2. Original Equipment Manufacturers (OEMs)
    • 5.4.3. Other Financial Institutions

Chapter 6. Global Automotive Finance Market, by Finance Type

  • 6.1. Market Snapshot
  • 6.2. Global Automotive Finance Market by Finance Type, Performance - Potential Analysis
  • 6.3. Global Automotive Finance Market Estimates & Forecasts by Finance Type 2016-2026 (USD Billion)
  • 6.4. Automotive Finance Market, Sub Segment Analysis
    • 6.4.1. Direct
    • 6.4.2. Indirect

Chapter 7. Global Automotive Finance Market, by Purpose Type

  • 7.1. Market Snapshot
  • 7.2. Global Automotive Finance Market by Purpose Type, Performance - Potential Analysis
  • 7.3. Global Automotive Finance Market Estimates & Forecasts by Purpose Type 2016-2026 (USD Billion)
  • 7.4. Automotive Finance Market, Sub Segment Analysis
    • 7.4.1. Loan
    • 7.4.2. Leasing
    • 7.4.3. Others

Chapter 8. Global Automotive Finance Market, by Vehicle Type

  • 8.1. Market Snapshot
  • 8.2. Global Automotive Finance Market by Vehicle Type, Performance - Potential Analysis
  • 8.3. Global Automotive Finance Market Estimates & Forecasts by Vehicle Type 2016-2026 (USD Billion)
  • 8.4. Automotive Finance Market, Sub Segment Analysis
    • 8.4.1. Commercial vehicle
    • 8.4.2. Passenger vehicle

Chapter 9. Global Automotive Finance Market, Regional Analysis

  • 9.1. Automotive Finance Market, Regional Market Snapshot
  • 9.2. North America Automotive Finance Market
    • 9.2.1. U.S. Automotive Finance Market
      • 9.2.1.1. Provider Type breakdown estimates & forecasts, 2016-2026
      • 9.2.1.2. Finance Type breakdown estimates & forecasts, 2016-2026
      • 9.2.1.3. Purpose Type breakdown estimates & forecasts, 2016-2026
      • 9.2.1.4. Vehicle Type breakdown estimates & forecasts, 2016-2026
    • 9.2.2. Canada Automotive Finance Market
  • 9.3. Europe Automotive Finance Market Snapshot
    • 9.3.1. U.K. Automotive Finance Market
    • 9.3.2. Germany Automotive Finance Market
    • 9.3.3. Rest of Europe Automotive Finance Market
  • 9.4. Asia-Pacific Automotive Finance Market Snapshot
    • 9.4.1. China Automotive Finance Market
    • 9.4.2. India Automotive Finance Market
    • 9.4.3. Japan Automotive Finance Market
    • 9.4.4. Rest of Asia Pacific Automotive Finance Market
  • 9.5. Latin America Automotive Finance Market Snapshot
    • 9.5.1. Brazil Automotive Finance Market
    • 9.5.2. Mexico Automotive Finance Market
  • 9.6. Rest of The World Automotive Finance Market

Chapter 10. Competitive Intelligence

  • 10.1. Top Market Strategies
  • 10.2. Company Profiles
    • 10.2.1. Ally Financial
      • 10.2.1.1. Key Information
      • 10.2.1.2. Overview
      • 10.2.1.3. Financial (Subject to Data Availability)
      • 10.2.1.4. Product Summary
      • 10.2.1.5. Recent Developments
    • 10.2.2. Bank of America
    • 10.2.3. Capital One
    • 10.2.4. Chase Auto Finance
    • 10.2.5. Daimler Financial Services
    • 10.2.6. Ford Motor Credit Company
    • 10.2.7. GM Financial Inc.
    • 10.2.8. Hitachi Capital
    • 10.2.9. Toyota Financial Services
    • 10.2.10. Volkswagen Financial Services

Chapter 11. Research Process

  • 11.1. Research Process
    • 11.1.1. Data Mining
    • 11.1.2. Analysis
    • 11.1.3. Market Estimation
    • 11.1.4. Validation
    • 11.1.5. Publishing
  • 11.2. Research Attributes
  • 11.3. Research Assumption
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