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市場調査レポート
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1540892

教育・学習アナリティクス市場レポート：アナリティクスタイプ、用途、コンポーネント、展開モード、エンドユーザー、地域別、2024～2032年

Education and Learning Analytics Market Report by Analytics Type, Application, Component, Deployment Mode, End User, and Region 2024-2032

出版日
発行
IMARC
ページ情報
英文 138 Pages
納期
2～3営業日
カスタマイズ可能
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=146.82円
教育・学習アナリティクス市場レポート：アナリティクスタイプ、用途、コンポーネント、展開モード、エンドユーザー、地域別、2024～2032年
出版日: 2024年08月10日
発行: IMARC
ページ情報: 英文 138 Pages
納期: 2～3営業日
GIIご利用のメリット
  • 全表示
  • 概要
  • 図表
  • 目次
概要

世界の教育・学習アナリティクス市場規模は2023年に355億米ドルに達しました。今後、IMARC Groupは、2024～2032年にかけて14.9%の成長率（CAGR）を示し、2032年までに1,286億米ドルに達すると予測しています。

教育・学習アナリティクスとは、学習者の教育体験を最適化するための、学習者に関するデータの測定、収集、アナリティクス、報告を指します。これは、教育研究、評価科学、統計学、視覚化、データ科学、人工知能（AI）、人間中心設計のための社会技術システム思考を組み合わせたものです。これらのツールは、学生のためのカリキュラムを設計するために使用され、また、人材獲得、維持、訓練、介入、パフォーマンスとオペレーションの管理のための戦略を開発するために、企業組織で利用されています。

教育・学習アナリティクス市場傾向：

教育産業における著しい成長と機械学習（ML）システムの採用拡大が、市場の明るい展望を生み出す主要要因の1つです。これに伴い、仮想学習環境（VLE）、学習管理システム（LMS）、学生情報システム、図書館管理システムなど、さまざまなソフトウェアベースのシステムが広く利用されていることも、市場の成長を後押ししています。モバイル学習デバイス、学生情報システム、講義キャプチャ、学習管理ツールなどのeラーニング技術の普及により、学習者は従来の教育システムからより価値ある知見を得ることができ、生産性を高めることができるようになりました。また、生徒のデータを統合し、成績をアナリティクスするための学校や大学キャンパス向けのデジタルプラットフォームの開拓など、さまざまな技術の進歩も市場の成長に寄与しています。その他にも、学校・大学生や社会人向けの効率的な学習・研修プログラムの開発における教育・学習アナリティクスの活用に関する意識の高まりなどが、市場をさらに牽引していくと予想されます。

本レポートで扱う主要質問

  • 2023年の世界の教育・学習アナリティクス市場の市場規模は？
  • 2024～2032年の世界の教育・学習アナリティクス市場の予想成長率は？
  • 世界の教育・学習アナリティクス市場を牽引する主要因は何か？
  • 世界の教育・学習アナリティクス市場に対するCOVID-19の影響は？
  • 世界の教育・学習アナリティクス市場のアナリティクスタイプ別内訳は？
  • 世界の教育・学習アナリティクス市場の用途別内訳は？
  • 世界の教育・学習アナリティクス市場のコンポーネント別の内訳は？
  • 世界の教育・学習アナリティクス市場の展開モード別の内訳は？
  • 世界の教育・学習アナリティクス市場のエンドユーザー別の内訳は？
  • 世界の教育・学習アナリティクス市場の主要地域は？
  • 世界の教育・学習アナリティクス市場における主要参入企業は？

目次

第1章 序文

第2章 調査範囲と調査手法

  • 調査の目的
  • ステークホルダー
  • データソース
    • 一次情報
    • 二次情報
  • 市場推定
    • ボトムアップアプローチ
    • トップダウンアプローチ
  • 調査手法

第3章 エグゼクティブサマリー

第4章 イントロダクション

  • 概要
  • 主要業界動向

第5章 世界の教育・学習アナリティクス市場

  • 市場概要
  • 市場実績
  • COVID-19の影響
  • 市場予測

第6章 市場内訳：アナリティクスタイプ別

  • 概要的
  • 予測的
  • 規範的

第7章 市場内訳：用途別

  • 人材の獲得と維持
  • カリキュラム開発と介入管理
  • パフォーマンス管理
  • 予算と財務管理
  • オペレーション管理
  • その他

第8章 市場内訳：コンポーネント別

  • ソフトウェア
  • サービス

第9章 市場内訳：展開モード別

  • オンプレミス
  • クラウドベース

第10章 市場内訳：エンドユーザー別

  • 学術機関
  • 企業

第11章 市場内訳：地域別

  • 北米
    • 米国
    • カナダ
  • アジア太平洋
    • 中国
    • 日本
    • インド
    • 韓国
    • オーストラリア
    • インドネシア
    • その他
  • 欧州
    • ドイツ
    • フランス
    • 英国
    • イタリア
    • スペイン
    • ロシア
    • その他
  • ラテンアメリカ
    • ブラジル
    • メキシコ
    • その他
  • 中東・アフリカ
    • 市場動向
    • 市場内訳：国別
    • 市場予測

第12章 SWOTアナリティクス

  • 概要
  • 強み
  • 弱み
  • 機会
  • 脅威

第13章 バリューチェーンアナリティクス

第14章 ポーターのファイブフォースアナリティクス

  • 概要
  • 買い手の交渉力
  • 供給企業の交渉力
  • 競合の程度
  • 新規参入業者の脅威
  • 代替品の脅威

第15章 価格アナリティクス

第16章 競合情勢

  • 市場構造
  • 主要企業
  • 主要企業のプロファイル
    • Alteryx Inc.
    • Blackboard Inc.
    • G-Cube
    • Inetsoft Technology Corp.
    • Information Builders Inc.
    • iSpring Solutions Inc.
    • MicroStrategy Incorporated
    • Saba Software Inc.（Cornerstone OnDemand Inc.）
    • SAP SE
    • SAS Institute Inc.
    • Yellowfin Business Intelligence Co.
図表

List of Figures

  • Figure 1: Global: Education and Learning Analytics Market: Major Drivers and Challenges
  • Figure 2: Global: Education and Learning Analytics Market: Sales Value (in Billion US$), 2018-2023
  • Figure 3: Global: Education and Learning Analytics Market: Breakup by Analytics Type (in %), 2023
  • Figure 4: Global: Education and Learning Analytics Market: Breakup by Application (in %), 2023
  • Figure 5: Global: Education and Learning Analytics Market: Breakup by Component (in %), 2023
  • Figure 6: Global: Education and Learning Analytics Market: Breakup by Deployment Mode (in %), 2023
  • Figure 7: Global: Education and Learning Analytics Market: Breakup by End User (in %), 2023
  • Figure 8: Global: Education and Learning Analytics Market: Breakup by Region (in %), 2023
  • Figure 9: Global: Education and Learning Analytics Market Forecast: Sales Value (in Billion US$), 2024-2032
  • Figure 10: Global: Education and Learning Analytics (Descriptive) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 11: Global: Education and Learning Analytics (Descriptive) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 12: Global: Education and Learning Analytics (Predictive) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 13: Global: Education and Learning Analytics (Predictive) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 14: Global: Education and Learning Analytics (Prescriptive) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 15: Global: Education and Learning Analytics (Prescriptive) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 16: Global: Education and Learning Analytics (People Acquisition and Retention) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 17: Global: Education and Learning Analytics (People Acquisition and Retention) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 18: Global: Education and Learning Analytics (Curriculum Development and Intervention Management) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 19: Global: Education and Learning Analytics (Curriculum Development and Intervention Management) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 20: Global: Education and Learning Analytics (Performance Management) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 21: Global: Education and Learning Analytics (Performance Management) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 22: Global: Education and Learning Analytics (Budget and Finance Management) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 23: Global: Education and Learning Analytics (Budget and Finance Management) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 24: Global: Education and Learning Analytics (Operations Management) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 25: Global: Education and Learning Analytics (Operations Management) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 26: Global: Education and Learning Analytics (Other Applications) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 27: Global: Education and Learning Analytics (Other Applications) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 28: Global: Education and Learning Analytics (Software) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 29: Global: Education and Learning Analytics (Software) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 30: Global: Education and Learning Analytics (Services) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 31: Global: Education and Learning Analytics (Services) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 32: Global: Education and Learning Analytics (On-premises) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 33: Global: Education and Learning Analytics (On-premises) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 34: Global: Education and Learning Analytics (Cloud-based) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 35: Global: Education and Learning Analytics (Cloud-based) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 36: Global: Education and Learning Analytics (Academic Institutions) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 37: Global: Education and Learning Analytics (Academic Institutions) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 38: Global: Education and Learning Analytics (Enterprises) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 39: Global: Education and Learning Analytics (Enterprises) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 40: North America: Education and Learning Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 41: North America: Education and Learning Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 42: United States: Education and Learning Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 43: United States: Education and Learning Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 44: Canada: Education and Learning Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 45: Canada: Education and Learning Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 46: Asia Pacific: Education and Learning Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 47: Asia Pacific: Education and Learning Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 48: China: Education and Learning Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 49: China: Education and Learning Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 50: Japan: Education and Learning Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 51: Japan: Education and Learning Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 52: India: Education and Learning Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 53: India: Education and Learning Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 54: South Korea: Education and Learning Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 55: South Korea: Education and Learning Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 56: Australia: Education and Learning Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 57: Australia: Education and Learning Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 58: Indonesia: Education and Learning Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 59: Indonesia: Education and Learning Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 60: Others: Education and Learning Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 61: Others: Education and Learning Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 62: Europe: Education and Learning Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 63: Europe: Education and Learning Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 64: Germany: Education and Learning Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 65: Germany: Education and Learning Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 66: France: Education and Learning Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 67: France: Education and Learning Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 68: United Kingdom: Education and Learning Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 69: United Kingdom: Education and Learning Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 70: Italy: Education and Learning Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 71: Italy: Education and Learning Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 72: Spain: Education and Learning Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 73: Spain: Education and Learning Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 74: Russia: Education and Learning Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 75: Russia: Education and Learning Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 76: Others: Education and Learning Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 77: Others: Education and Learning Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 78: Latin America: Education and Learning Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 79: Latin America: Education and Learning Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 80: Brazil: Education and Learning Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 81: Brazil: Education and Learning Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 82: Mexico: Education and Learning Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 83: Mexico: Education and Learning Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 84: Others: Education and Learning Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 85: Others: Education and Learning Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 86: Middle East and Africa: Education and Learning Analytics Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 87: Middle East and Africa: Education and Learning Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 88: Global: Education and Learning Analytics Industry: SWOT Analysis
  • Figure 89: Global: Education and Learning Analytics Industry: Value Chain Analysis
  • Figure 90: Global: Education and Learning Analytics Industry: Porter's Five Forces Analysis

List of Tables

  • Table 1: Global: Education and Learning Analytics Market: Key Industry Highlights, 2023 and 2032
  • Table 2: Global: Education and Learning Analytics Market Forecast: Breakup by Analytics Type (in Million US$), 2024-2032
  • Table 3: Global: Education and Learning Analytics Market Forecast: Breakup by Application (in Million US$), 2024-2032
  • Table 4: Global: Education and Learning Analytics Market Forecast: Breakup by Component (in Million US$), 2024-2032
  • Table 5: Global: Education and Learning Analytics Market Forecast: Breakup by Deployment Mode (in Million US$), 2024-2032
  • Table 6: Global: Education and Learning Analytics Market Forecast: Breakup by End User (in Million US$), 2024-2032
  • Table 7: Global: Education and Learning Analytics Market Forecast: Breakup by Region (in Million US$), 2024-2032
  • Table 8: Global: Education and Learning Analytics Market Structure
  • Table 9: Global: Education and Learning Analytics Market: Key Players
目次
Product Code: SR112024A2379

The global education and learning analytics market size reached US$ 35.5 Billion in 2023. Looking forward, IMARC Group expects the market to reach US$ 128.6 Billion by 2032, exhibiting a growth rate (CAGR) of 14.9% during 2024-2032.

Education and learning analytics refers to the measurement, collection, analysis and reporting of data about learners for optimizing their education experience. It is a combination of educational research, assessment sciences, statistics, visualization, data sciences, artificial intelligence (AI) and sociotechnical system thinking for human-centered design. These tools are used for designing curriculum for the students and are also utilized by corporate organizations for developing strategies for personnel acquisition, retention, training, intervention and the management of performance and operations.

Education and Learning Analytics Market Trends:

Significant growth in the education industry and the increasing adoption of machine learning (ML) systems are among the key factors creating a positive outlook for the market. In line with this, the widespread utilization of various software-based systems, such as virtual learning environment (VLE), learning management system (LMS), student information system and library management systems, are also driving the market growth. The proliferation of e-learning technologies, such as mobile learning devices, student information systems, lecture capturing and learning management tools, have enabled the learners to obtain more valuable insights from the conventional education systems and enhance their productivity. Various technological advancements, such as the development of digital platforms for schools and university campuses to consolidate student data and analyze their performance, are also contributing to the market growth. Other factors, including the increasing awareness regarding the utilization of education and learning analytics for developing efficient learning and training programs for school/college students and working professionals, are expected to drive the market further.

Key Market Segmentation:

IMARC Group provides an analysis of the key trends in each sub-segment of the global education and learning analytics market report, along with forecasts at the global, regional and country level from 2024-2032. Our report has categorized the market based on analytics type, application, component, deployment mode and end user.

Breakup by Analytics Type:

Descriptive

Predictive

Prescriptive

Breakup by Application:

People Acquisition and Retention

Curriculum Development and Intervention Management

Performance Management

Budget and Finance Management

Operations Management

Others

Breakup by Component:

Software

Services

Breakup by Deployment Mode:

On-premises

Cloud-based

Breakup by End User:

Academic Institutions

Enterprises

Breakup by Region:

North America

United States

Canada

Asia Pacific

China

Japan

India

South Korea

Australia

Indonesia

Others

Europe

Germany

France

United Kingdom

Italy

Spain

Russia

Others

Latin America

Brazil

Mexico

Others

Middle East and Africa

Competitive Landscape:

The report has also analysed the competitive landscape of the market with some of the key players being Alteryx Inc., Blackboard Inc., G-Cube, Inetsoft Technology Corp., Information Builders Inc., iSpring Solutions Inc., MicroStrategy Incorporated, Saba Software Inc. (Cornerstone OnDemand Inc.), SAP SE, SAS Institute Inc. and Yellowfin Business Intelligence Co.

Key Questions Answered in This Report

  • 1. What was the size of the global education and learning analytics market in 2023?
  • 2. What is the expected growth rate of the global education and learning analytics market during 2024-2032?
  • 3. What are the key factors driving the global education and learning analytics market?
  • 4. What has been the impact of COVID-19 on the global education and learning analytics market?
  • 5. What is the breakup of the global education and learning analytics market based on the analytics type?
  • 6. What is the breakup of the global education and learning analytics market based on the application?
  • 7. What is the breakup of the global education and learning analytics market based on component?
  • 8. What is the breakup of the global education and learning analytics market based on the deployment mode?
  • 9. What is the breakup of the global education and learning analytics market based on the end user?
  • 10. What are the key regions in the global education and learning analytics market?
  • 11. Who are the key players/companies in the global education and learning analytics market?

Table of Contents

1 Preface

2 Scope and Methodology

  • 2.1 Objectives of the Study
  • 2.2 Stakeholders
  • 2.3 Data Sources
    • 2.3.1 Primary Sources
    • 2.3.2 Secondary Sources
  • 2.4 Market Estimation
    • 2.4.1 Bottom-Up Approach
    • 2.4.2 Top-Down Approach
  • 2.5 Forecasting Methodology

3 Executive Summary

4 Introduction

  • 4.1 Overview
  • 4.2 Key Industry Trends

5 Global Education and Learning Analytics Market

  • 5.1 Market Overview
  • 5.2 Market Performance
  • 5.3 Impact of COVID-19
  • 5.4 Market Forecast

6 Market Breakup by Analytics Type

  • 6.1 Descriptive
    • 6.1.1 Market Trends
    • 6.1.2 Market Forecast
  • 6.2 Predictive
    • 6.2.1 Market Trends
    • 6.2.2 Market Forecast
  • 6.3 Prescriptive
    • 6.3.1 Market Trends
    • 6.3.2 Market Forecast

7 Market Breakup by Application

  • 7.1 People Acquisition and Retention
    • 7.1.1 Market Trends
    • 7.1.2 Market Forecast
  • 7.2 Curriculum Development and Intervention Management
    • 7.2.1 Market Trends
    • 7.2.2 Market Forecast
  • 7.3 Performance Management
    • 7.3.1 Market Trends
    • 7.3.2 Market Forecast
  • 7.4 Budget and Finance Management
    • 7.4.1 Market Trends
    • 7.4.2 Market Forecast
  • 7.5 Operations Management
    • 7.5.1 Market Trends
    • 7.5.2 Market Forecast
  • 7.6 Others
    • 7.6.1 Market Trends
    • 7.6.2 Market Forecast

8 Market Breakup by Component

  • 8.1 Software
    • 8.1.1 Market Trends
    • 8.1.2 Market Forecast
  • 8.2 Services
    • 8.2.1 Market Trends
    • 8.2.2 Market Forecast

9 Market Breakup by Deployment Mode

  • 9.1 On-premises
    • 9.1.1 Market Trends
    • 9.1.2 Market Forecast
  • 9.2 Cloud-based
    • 9.2.1 Market Trends
    • 9.2.2 Market Forecast

10 Market Breakup by End User

  • 10.1 Academic Institutions
    • 10.1.1 Market Trends
    • 10.1.2 Market Forecast
  • 10.2 Enterprises
    • 10.2.1 Market Trends
    • 10.2.2 Market Forecast

11 Market Breakup by Region

  • 11.1 North America
    • 11.1.1 United States
      • 11.1.1.1 Market Trends
      • 11.1.1.2 Market Forecast
    • 11.1.2 Canada
      • 11.1.2.1 Market Trends
      • 11.1.2.2 Market Forecast
  • 11.2 Asia Pacific
    • 11.2.1 China
      • 11.2.1.1 Market Trends
      • 11.2.1.2 Market Forecast
    • 11.2.2 Japan
      • 11.2.2.1 Market Trends
      • 11.2.2.2 Market Forecast
    • 11.2.3 India
      • 11.2.3.1 Market Trends
      • 11.2.3.2 Market Forecast
    • 11.2.4 South Korea
      • 11.2.4.1 Market Trends
      • 11.2.4.2 Market Forecast
    • 11.2.5 Australia
      • 11.2.5.1 Market Trends
      • 11.2.5.2 Market Forecast
    • 11.2.6 Indonesia
      • 11.2.6.1 Market Trends
      • 11.2.6.2 Market Forecast
    • 11.2.7 Others
      • 11.2.7.1 Market Trends
      • 11.2.7.2 Market Forecast
  • 11.3 Europe
    • 11.3.1 Germany
      • 11.3.1.1 Market Trends
      • 11.3.1.2 Market Forecast
    • 11.3.2 France
      • 11.3.2.1 Market Trends
      • 11.3.2.2 Market Forecast
    • 11.3.3 United Kingdom
      • 11.3.3.1 Market Trends
      • 11.3.3.2 Market Forecast
    • 11.3.4 Italy
      • 11.3.4.1 Market Trends
      • 11.3.4.2 Market Forecast
    • 11.3.5 Spain
      • 11.3.5.1 Market Trends
      • 11.3.5.2 Market Forecast
    • 11.3.6 Russia
      • 11.3.6.1 Market Trends
      • 11.3.6.2 Market Forecast
    • 11.3.7 Others
      • 11.3.7.1 Market Trends
      • 11.3.7.2 Market Forecast
  • 11.4 Latin America
    • 11.4.1 Brazil
      • 11.4.1.1 Market Trends
      • 11.4.1.2 Market Forecast
    • 11.4.2 Mexico
      • 11.4.2.1 Market Trends
      • 11.4.2.2 Market Forecast
    • 11.4.3 Others
      • 11.4.3.1 Market Trends
      • 11.4.3.2 Market Forecast
  • 11.5 Middle East and Africa
    • 11.5.1 Market Trends
    • 11.5.2 Market Breakup by Country
    • 11.5.3 Market Forecast

12 SWOT Analysis

  • 12.1 Overview
  • 12.2 Strengths
  • 12.3 Weaknesses
  • 12.4 Opportunities
  • 12.5 Threats

13 Value Chain Analysis

14 Porters Five Forces Analysis

  • 14.1 Overview
  • 14.2 Bargaining Power of Buyers
  • 14.3 Bargaining Power of Suppliers
  • 14.4 Degree of Competition
  • 14.5 Threat of New Entrants
  • 14.6 Threat of Substitutes

15 Price Analysis

16 Competitive Landscape

  • 16.1 Market Structure
  • 16.2 Key Players
  • 16.3 Profiles of Key Players
    • 16.3.1 Alteryx Inc.
      • 16.3.1.1 Company Overview
      • 16.3.1.2 Product Portfolio
      • 16.3.1.3 Financials
    • 16.3.2 Blackboard Inc.
      • 16.3.2.1 Company Overview
      • 16.3.2.2 Product Portfolio
      • 16.3.2.3 SWOT Analysis
    • 16.3.3 G-Cube
      • 16.3.3.1 Company Overview
      • 16.3.3.2 Product Portfolio
    • 16.3.4 Inetsoft Technology Corp.
      • 16.3.4.1 Company Overview
      • 16.3.4.2 Product Portfolio
    • 16.3.5 Information Builders Inc.
      • 16.3.5.1 Company Overview
      • 16.3.5.2 Product Portfolio
    • 16.3.6 iSpring Solutions Inc.
      • 16.3.6.1 Company Overview
      • 16.3.6.2 Product Portfolio
    • 16.3.7 MicroStrategy Incorporated
      • 16.3.7.1 Company Overview
      • 16.3.7.2 Product Portfolio
      • 16.3.7.3 Financials
      • 16.3.7.4 SWOT Analysis
    • 16.3.8 Saba Software Inc. (Cornerstone OnDemand Inc.)
      • 16.3.8.1 Company Overview
      • 16.3.8.2 Product Portfolio
      • 16.3.8.3 SWOT Analysis
    • 16.3.9 SAP SE
      • 16.3.9.1 Company Overview
      • 16.3.9.2 Product Portfolio
      • 16.3.9.3 Financials
      • 16.3.9.4 SWOT Analysis
    • 16.3.10 SAS Institute Inc.
      • 16.3.10.1 Company Overview
      • 16.3.10.2 Product Portfolio
      • 16.3.10.3 SWOT Analysis
    • 16.3.11 Yellowfin Business Intelligence Co.
      • 16.3.11.1 Company Overview
      • 16.3.11.2 Product Portfolio