教育・学習アナリティクス市場：コンポーネント、展開モード、アプリケーション、エンドユーザー別-2025-2030年の世界予測

教育・学習アナリティクス市場の2023年の市場規模は69億3,000万米ドルで、2024年には80億8,000万米ドルに達すると予測され、CAGR 16.84％で成長し、2030年には206億2,000万米ドルに達すると予測されています。

教育・学習アナリティクス市場は、学校、大学、オンラインプラットフォームなどの教育環境を評価するためのデータ分析の統合と定義され、学習成果の最適化、学生エンゲージメントの強化、組織効率の向上を図る。その必要性は、デジタル学習ツールの採用拡大、オンライン教育の普及、データ主導の意思決定に対する需要から生じています。その用途は、教育機関、教育者、学生、政策立案者など、さまざまな教育関係者に及ぶ。最終用途には、K-12教育、高等教育、企業の学習環境が含まれます。市場成長は、人工知能の進歩、政府および民間セクターの投資の増加、個別化された学習体験の必要性から大きな影響を受けています。しかし、COVID-19のパンデミックのような世界の出来事をきっかけとした遠隔教育へのシフトの中で、モバイル学習やeラーニングプラットフォームの動向の高まりを通じて、機会は豊富にあります。主な提言としては、AIを活用した予測分析を活用してパーソナライズされた学習経路を提供することや、個々の学習者のニーズに対応する適応学習技術に投資することなどが挙げられます。とはいえ、データプライバシーへの懸念、高い導入コスト、従来の教育システムにおける変化への抵抗といった課題は依然として残っています。さらに、アナリティクス・ツールの有効性を評価するための明確な指標がないため、限界があります。成長が期待されるイノベーションと研究の分野には、教育者の分析を簡素化するための直感的なデータ可視化ツールの開発や、教育データを保護するためのブロックチェーン技術の進歩が含まれます。利害関係者はまた、生徒、教育者、管理者間の相互作用を強化するためのコラボレーションツールの統合も検討すべきです。市場の性質はダイナミックであり、技術革新と教育における効率的なデータ管理の必要性によって、デジタル化の進展と教育パラダイムの継続的な進化に向けた軌跡を描いています。この成長を活用するために、利害関係者は、急速に変化する教育環境に容易に適応できる拡張性と柔軟性のあるソリューションを優先すべきです。

市場力学：急速に進化する教育・学習アナリティクス市場の主要市場インサイトを公開

教育・学習アナリティクス市場は、需要と供給のダイナミックな相互作用によって変貌を遂げています。このような市場力学の進化を理解することで、企業は十分な情報に基づいた投資決定、戦略的決定の精緻化、そして新たなビジネスチャンスの獲得に備えることができます。これらの動向を包括的に把握することで、企業は政治的、地理的、技術的、社会的、経済的な領域にわたる様々なリスクを軽減することができ、また、消費者行動とそれが製造コストや購買動向に与える影響をより明確に理解することができます。

• 市場促進要因
  • デジタル学習ツールの採用増加
  • 教育制度全般にわたる政府の取り組み
• 市場抑制要因
  • レガシーシステムとの統合の問題
• 市場機会
  • 教育・学習アナリティクスにおけるAIと機械学習の展開
  • 教育機関とハイテク企業のコラボレーション
• 市場の課題
  • データプライバシーとセキュリティに関する懸念

ポーターのファイブフォース：教育・学習アナリティクス市場をナビゲートする戦略ツール

ポーターのファイブフォースフレームワークは、市場情勢の競合情勢を理解するための重要なツールです。ポーターのファイブフォース・フレームワークは、企業の競争力を評価し、戦略的機会を探るための明確な手法を提供します。このフレームワークは、企業が市場内の勢力図を評価し、新規事業の収益性を判断するのに役立ちます。これらの洞察により、企業は自社の強みを活かし、弱みに対処し、潜在的な課題を回避することができ、より強靭な市場でのポジショニングを確保することができます。

PESTLE分析：教育・学習アナリティクス市場における外部からの影響の把握

外部マクロ環境要因は、教育・学習アナリティクス市場の業績ダイナミクスを形成する上で極めて重要な役割を果たします。政治的、経済的、社会的、技術的、法的、環境的要因の分析は、これらの影響をナビゲートするために必要な情報を提供します。PESTLE要因を調査することで、企業は潜在的なリスクと機会をよりよく理解することができます。この分析により、企業は規制、消費者の嗜好、経済動向の変化を予測し、先を見越した積極的な意思決定を行う準備ができます。

市場シェア分析教育・学習アナリティクス市場における競合情勢の把握

教育・学習アナリティクス市場の詳細な市場シェア分析により、ベンダーの業績を包括的に評価することができます。企業は、収益、顧客ベース、成長率などの主要指標を比較することで、競争上のポジショニングを明らかにすることができます。この分析により、市場の集中、断片化、統合の動向が明らかになり、ベンダーは競争が激化する中で自社の地位を高める戦略的意思決定を行うために必要な知見を得ることができます。

FPNVポジショニング・マトリックス教育・学習アナリティクス市場におけるベンダーのパフォーマンス評価

FPNVポジショニングマトリックスは、教育・学習アナリティクス市場においてベンダーを評価するための重要なツールです。このマトリックスにより、ビジネス組織はベンダーのビジネス戦略と製品満足度に基づき評価することで、目標に沿った十分な情報に基づいた意思決定を行うことができます。4つの象限によってベンダーを明確かつ正確にセグメント化し、戦略目標に最適なパートナーやソリューションを特定することができます。

戦略分析と推奨教育・学習アナリティクス市場における成功への道筋を描く

教育・学習アナリティクス市場の戦略分析は、世界市場でのプレゼンス強化を目指す企業にとって不可欠です。主要なリソース、能力、業績指標を見直すことで、企業は成長機会を特定し、改善に取り組むことができます。このアプローチにより、競合情勢における課題を克服し、新たなビジネスチャンスを活かして長期的な成功を収めるための体制を整えることができます。

本レポートでは、主要な注目分野を網羅した市場の包括的な分析を提供しています：

1.市場の浸透度：現在の市場環境の詳細なレビュー、主要企業による広範なデータ、市場でのリーチと全体的な影響力の評価。

2.市場の開拓度：新興市場における成長機会を特定し、既存分野における拡大可能性を評価し、将来の成長に向けた戦略的ロードマップを提供します。

3.市場の多様化：最近の製品発売、未開拓の地域、業界の主要な進歩、市場を形成する戦略的投資を分析します。

4.競合の評価と情報：競合情勢を徹底的に分析し、市場シェア、事業戦略、製品ポートフォリオ、認証、規制当局の承認、特許動向、主要企業の技術進歩などを検証します。

5.製品開発およびイノベーション：将来の市場成長を促進すると期待される最先端技術、研究開発活動、製品イノベーションをハイライトしています。

また、利害関係者が十分な情報を得た上で意思決定できるよう、重要な質問にも答えています：

1.現在の市場規模と今後の成長予測は？

2.最高の投資機会を提供する製品、セグメント、地域はどこか？

3.市場を形成する主な技術動向と規制の影響とは？

4.主要ベンダーの市場シェアと競合ポジションは？

5.ベンダーの市場参入・撤退戦略の原動力となる収益源と戦略的機会は何か？

目次

第1章 序文

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 市場の概要

第5章 市場洞察

• 市場力学
  • 促進要因
    • デジタル学習ツールの導入増加
    • 教育システム全体にわたる政府の取り組み
  • 抑制要因
    • レガシーシステムとの統合の問題
  • 機会
    • 教育・学習アナリティクスにおけるAIと機械学習の導入
    • 教育機関とテクノロジー企業の連携
  • 課題
    • データのプライバシーとセキュリティに関する懸念
• 市場セグメンテーション分析
  • 展開モード：クラウドベースの需要の高まり教育・学習アナリティクス
  • エンドユーザー：企業および法人部門全体で学習分析の需要が増加
• ポーターのファイブフォース分析
• PESTEL分析
  • 政治的
  • 経済
  • 社交
  • 技術的
  • 法律上
  • 環境

第6章 教育・学習アナリティクス市場：コンポーネント別

• サービス
  • マネージドサービス
  • プロフェッショナルサービス
• ソフトウェア

第7章 教育・学習アナリティクス市場：展開モード別

• クラウド
• オンプレミス

第8章 教育・学習アナリティクス市場：用途別

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

第9章 教育・学習アナリティクス市場：エンドユーザー別

• 学術
• 企業/法人

第10章 南北アメリカの教育・学習アナリティクス市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第11章 アジア太平洋地域の教育・学習アナリティクス市場

• オーストラリア
• 中国
• インド
• インドネシア
• 日本
• マレーシア
• フィリピン
• シンガポール
• 韓国
• 台湾
• タイ
• ベトナム

第12章 欧州・中東・アフリカの教育・学習アナリティクス市場

• デンマーク
• エジプト
• フィンランド
• フランス
• ドイツ
• イスラエル
• イタリア
• オランダ
• ナイジェリア
• ノルウェー
• ポーランド
• カタール
• ロシア
• サウジアラビア
• 南アフリカ
• スペイン
• スウェーデン
• スイス
• トルコ
• アラブ首長国連邦
• 英国

第13章 競合情勢

• 市場シェア分析2023
• FPNVポジショニングマトリックス, 2023
• 競合シナリオ分析
  • TeachmintとGoogle Cloudの戦略的提携
  • NuveproとGenpactの戦略的パートナーシップにより、データ分析における人材スキルを強化
• 戦略分析と提言

企業一覧

• Alteryx, Inc.
• Blackboard Inc.
• Civitas Learning, Inc.
• Cloud Software Group, Inc.
• D2L Corporation
• Ellucian Company L.P.
• G-Cube by MRCC Group
• InetSoft Technology Corporation
• Instructure, Inc.
• International Business Machines Corporation
• Jenzabar, Inc.
• Latitude CG, LLC
• Microsoft Corporation
• MicroStrategy Incorporated
• Oracle Corporation
• Pearson Inc.
• PowerSchool
• QlikTech International AB
• SAP SE
• SAS Institute
• SkyPrep Inc.
• Tableau Software, LLC by Salesforce, Inc.
• Watershed Systems, Inc. by Learning Technologies Group PLC
• Yellowfin, Inc. by Idera, Inc.
• Zogo Technologies LLC

LIST OF FIGURES

• FIGURE 1. EDUCATION & LEARNING ANALYTICS MARKET RESEARCH PROCESS
• FIGURE 2. EDUCATION & LEARNING ANALYTICS MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2023 VS 2030 (%)
• FIGURE 7. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
• FIGURE 11. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2023 VS 2030 (%)
• FIGURE 13. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. AMERICAS EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 15. AMERICAS EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. UNITED STATES EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 17. UNITED STATES EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. ASIA-PACIFIC EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 19. ASIA-PACIFIC EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 20. EUROPE, MIDDLE EAST & AFRICA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 21. EUROPE, MIDDLE EAST & AFRICA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 22. EDUCATION & LEARNING ANALYTICS MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 23. EDUCATION & LEARNING ANALYTICS MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

• TABLE 1. EDUCATION & LEARNING ANALYTICS MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. EDUCATION & LEARNING ANALYTICS MARKET DYNAMICS
• TABLE 7. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY CLOUD, BY REGION, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY ON-PREMISES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY BUDGET & FINANCE MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY CURRICULUM DEVELOPMENT & INTERVENTION MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY OPERATIONS MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY PEOPLE ACQUISITION AND RETENTION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY PERFORMANCE MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 23. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY ACADEMICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 24. GLOBAL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY ENTERPRISE/CORPORATE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 25. AMERICAS EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 26. AMERICAS EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 27. AMERICAS EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 28. AMERICAS EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 29. AMERICAS EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 30. AMERICAS EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 31. ARGENTINA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 32. ARGENTINA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 33. ARGENTINA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 34. ARGENTINA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 35. ARGENTINA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 36. BRAZIL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 37. BRAZIL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 38. BRAZIL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 39. BRAZIL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 40. BRAZIL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 41. CANADA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 42. CANADA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 43. CANADA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 44. CANADA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 45. CANADA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 46. MEXICO EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 47. MEXICO EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 48. MEXICO EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 49. MEXICO EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 50. MEXICO EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 51. UNITED STATES EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 52. UNITED STATES EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 53. UNITED STATES EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 54. UNITED STATES EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 55. UNITED STATES EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 56. UNITED STATES EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 57. ASIA-PACIFIC EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 58. ASIA-PACIFIC EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 59. ASIA-PACIFIC EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 60. ASIA-PACIFIC EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 61. ASIA-PACIFIC EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 62. ASIA-PACIFIC EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 63. AUSTRALIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 64. AUSTRALIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 65. AUSTRALIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 66. AUSTRALIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 67. AUSTRALIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 68. CHINA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 69. CHINA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 70. CHINA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 71. CHINA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 72. CHINA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 73. INDIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 74. INDIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 75. INDIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 76. INDIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 77. INDIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 78. INDONESIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 79. INDONESIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 80. INDONESIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 81. INDONESIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 82. INDONESIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 83. JAPAN EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 84. JAPAN EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 85. JAPAN EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 86. JAPAN EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 87. JAPAN EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 88. MALAYSIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 89. MALAYSIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 90. MALAYSIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 91. MALAYSIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 92. MALAYSIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 93. PHILIPPINES EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 94. PHILIPPINES EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 95. PHILIPPINES EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 96. PHILIPPINES EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 97. PHILIPPINES EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 98. SINGAPORE EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 99. SINGAPORE EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 100. SINGAPORE EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 101. SINGAPORE EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 102. SINGAPORE EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 103. SOUTH KOREA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 104. SOUTH KOREA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 105. SOUTH KOREA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 106. SOUTH KOREA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 107. SOUTH KOREA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 108. TAIWAN EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 109. TAIWAN EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 110. TAIWAN EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 111. TAIWAN EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 112. TAIWAN EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 113. THAILAND EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 114. THAILAND EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 115. THAILAND EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 116. THAILAND EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 117. THAILAND EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 118. VIETNAM EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 119. VIETNAM EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 120. VIETNAM EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 121. VIETNAM EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 122. VIETNAM EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 123. EUROPE, MIDDLE EAST & AFRICA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 124. EUROPE, MIDDLE EAST & AFRICA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 125. EUROPE, MIDDLE EAST & AFRICA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 126. EUROPE, MIDDLE EAST & AFRICA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 127. EUROPE, MIDDLE EAST & AFRICA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 128. EUROPE, MIDDLE EAST & AFRICA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 129. DENMARK EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 130. DENMARK EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 131. DENMARK EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 132. DENMARK EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 133. DENMARK EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 134. EGYPT EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 135. EGYPT EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 136. EGYPT EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 137. EGYPT EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 138. EGYPT EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 139. FINLAND EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 140. FINLAND EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 141. FINLAND EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 142. FINLAND EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 143. FINLAND EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 144. FRANCE EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 145. FRANCE EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 146. FRANCE EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 147. FRANCE EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 148. FRANCE EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 149. GERMANY EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 150. GERMANY EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 151. GERMANY EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 152. GERMANY EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 153. GERMANY EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 154. ISRAEL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 155. ISRAEL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 156. ISRAEL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 157. ISRAEL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 158. ISRAEL EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 159. ITALY EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 160. ITALY EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 161. ITALY EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 162. ITALY EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 163. ITALY EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 164. NETHERLANDS EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 165. NETHERLANDS EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 166. NETHERLANDS EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 167. NETHERLANDS EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 168. NETHERLANDS EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 169. NIGERIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 170. NIGERIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 171. NIGERIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 172. NIGERIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 173. NIGERIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 174. NORWAY EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 175. NORWAY EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 176. NORWAY EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 177. NORWAY EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 178. NORWAY EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 179. POLAND EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 180. POLAND EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 181. POLAND EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 182. POLAND EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 183. POLAND EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 184. QATAR EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 185. QATAR EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 186. QATAR EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 187. QATAR EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 188. QATAR EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 189. RUSSIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 190. RUSSIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 191. RUSSIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 192. RUSSIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 193. RUSSIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 194. SAUDI ARABIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 195. SAUDI ARABIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 196. SAUDI ARABIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 197. SAUDI ARABIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 198. SAUDI ARABIA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 199. SOUTH AFRICA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 200. SOUTH AFRICA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 201. SOUTH AFRICA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 202. SOUTH AFRICA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 203. SOUTH AFRICA EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 204. SPAIN EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 205. SPAIN EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 206. SPAIN EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 207. SPAIN EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 208. SPAIN EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 209. SWEDEN EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 210. SWEDEN EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 211. SWEDEN EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 212. SWEDEN EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 213. SWEDEN EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 214. SWITZERLAND EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 215. SWITZERLAND EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 216. SWITZERLAND EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 217. SWITZERLAND EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 218. SWITZERLAND EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 219. TURKEY EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 220. TURKEY EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 221. TURKEY EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 222. TURKEY EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 223. TURKEY EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 224. UNITED ARAB EMIRATES EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 225. UNITED ARAB EMIRATES EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 226. UNITED ARAB EMIRATES EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 227. UNITED ARAB EMIRATES EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 228. UNITED ARAB EMIRATES EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 229. UNITED KINGDOM EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 230. UNITED KINGDOM EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 231. UNITED KINGDOM EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 232. UNITED KINGDOM EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 233. UNITED KINGDOM EDUCATION & LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 234. EDUCATION & LEARNING ANALYTICS MARKET SHARE, BY KEY PLAYER, 2023
• TABLE 235. EDUCATION & LEARNING ANALYTICS MARKET, FPNV POSITIONING MATRIX, 2023

The Education & Learning Analytics Market was valued at USD 6.93 billion in 2023, expected to reach USD 8.08 billion in 2024, and is projected to grow at a CAGR of 16.84%, to USD 20.62 billion by 2030.

The education and learning analytics market is defined as the integration of data analytics to evaluate educational settings, including schools, universities, and online platforms, to optimize learning outcomes, enhance student engagement, and improve institutional efficiency. Its necessity arises from the growing adoption of digital learning tools, the increasing prevalence of online education, and the demand for data-driven decision-making. The application extends to various educational stakeholders including institutions, educators, students, and policymakers. End-use involves K-12 education, higher education, and corporate learning environments. Market growth is significantly influenced by advancements in artificial intelligence, increasing government and private sector investments, and the necessity for personalized learning experiences. However, opportunities abound through the rising trend of mobile learning and e-learning platforms amidst the shift towards remote education catalyzed by global events like the COVID-19 pandemic. Key recommendations include leveraging AI-driven predictive analytics to offer personalized learning paths and investing in adaptive learning technologies that cater to individual learner needs. Nonetheless, challenges persist in the form of data privacy concerns, high implementation costs, and resistance to change among traditional education systems. Furthermore, the lack of well-defined metrics for assessing the effectiveness of analytics tools poses limitations. Areas of innovation and research that promise growth include the development of intuitive data visualization tools to simplify analytics for educators and the advancement of blockchain technology to secure educational data. Stakeholders should also consider integrating collaborative tools to enhance interaction among students, educators, and administrators. The nature of the market is dynamic, with a trajectory pointing towards increased digitalization and the continuous evolution of educational paradigms, driven by technological innovations and the need for efficient data management in education. To capitalize on this growth, stakeholders should prioritize scalable and flexible solutions that can easily adapt to the rapidly changing educational landscape.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Education & Learning Analytics Market

The Education & Learning Analytics Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

• Market Drivers
  • Increased adoption of digital learning tools
  • Government initiatives across education system
• Market Restraints
  • Integration issues with legacy system
• Market Opportunities
  • Deployment of AI and machine learning in education & learning analytics
  • Collaboration between educational institutions and tech companies
• Market Challenges
  • Concerns associated with data privacy and security

Porter's Five Forces: A Strategic Tool for Navigating the Education & Learning Analytics Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Education & Learning Analytics Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Education & Learning Analytics Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Education & Learning Analytics Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Education & Learning Analytics Market

A detailed market share analysis in the Education & Learning Analytics Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Education & Learning Analytics Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Education & Learning Analytics Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Education & Learning Analytics Market

A strategic analysis of the Education & Learning Analytics Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Education & Learning Analytics Market, highlighting leading vendors and their innovative profiles. These include Alteryx, Inc., Blackboard Inc., Civitas Learning, Inc., Cloud Software Group, Inc., D2L Corporation, Ellucian Company L.P., G-Cube by MRCC Group, InetSoft Technology Corporation, Instructure, Inc., International Business Machines Corporation, Jenzabar, Inc., Latitude CG, LLC, Microsoft Corporation, MicroStrategy Incorporated, Oracle Corporation, Pearson Inc., PowerSchool, QlikTech International AB, SAP SE, SAS Institute, SkyPrep Inc., Tableau Software, LLC by Salesforce, Inc., Watershed Systems, Inc. by Learning Technologies Group PLC, Yellowfin, Inc. by Idera, Inc., and Zogo Technologies LLC.

Market Segmentation & Coverage

This research report categorizes the Education & Learning Analytics Market to forecast the revenues and analyze trends in each of the following sub-markets:

• Based on Component, market is studied across Services and Software. The Services is further studied across Managed Services and Professional Services.
• Based on Deployment Mode, market is studied across Cloud and On-premises.
• Based on Application, market is studied across Budget & Finance Management, Curriculum Development & Intervention Management, Operations Management, People Acquisition and Retention, and Performance Management.
• Based on End-user, market is studied across Academics and Enterprise/corporate.
• Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

• 1.1. Objectives of the Study
• 1.2. Market Segmentation & Coverage
• 1.3. Years Considered for the Study
• 1.4. Currency & Pricing
• 1.5. Language
• 1.6. Stakeholders

2. Research Methodology

• 2.1. Define: Research Objective
• 2.2. Determine: Research Design
• 2.3. Prepare: Research Instrument
• 2.4. Collect: Data Source
• 2.5. Analyze: Data Interpretation
• 2.6. Formulate: Data Verification
• 2.7. Publish: Research Report
• 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. Increased adoption of digital learning tools
    • 5.1.1.2. Government initiatives across education system
  • 5.1.2. Restraints
    • 5.1.2.1. Integration issues with legacy system
  • 5.1.3. Opportunities
    • 5.1.3.1. Deployment of AI and machine learning in education & learning analytics
    • 5.1.3.2. Collaboration between educational institutions and tech companies
  • 5.1.4. Challenges
    • 5.1.4.1. Concerns associated with data privacy and security
• 5.2. Market Segmentation Analysis
  • 5.2.1. Deployment Mode: Rising demand of cloud based education & learning analytics
  • 5.2.2. End-user: Boost in demand of learning analytics across enterprise and corporate sector
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental

6. Education & Learning Analytics Market, by Component

• 6.1. Introduction
• 6.2. Services
  • 6.2.1. Managed Services
  • 6.2.2. Professional Services
• 6.3. Software

7. Education & Learning Analytics Market, by Deployment Mode

• 7.1. Introduction
• 7.2. Cloud
• 7.3. On-premises

8. Education & Learning Analytics Market, by Application

• 8.1. Introduction
• 8.2. Budget & Finance Management
• 8.3. Curriculum Development & Intervention Management
• 8.4. Operations Management
• 8.5. People Acquisition and Retention
• 8.6. Performance Management

9. Education & Learning Analytics Market, by End-user

• 9.1. Introduction
• 9.2. Academics
• 9.3. Enterprise/corporate

10. Americas Education & Learning Analytics Market

• 10.1. Introduction
• 10.2. Argentina
• 10.3. Brazil
• 10.4. Canada
• 10.5. Mexico
• 10.6. United States

11. Asia-Pacific Education & Learning Analytics Market

• 11.1. Introduction
• 11.2. Australia
• 11.3. China
• 11.4. India
• 11.5. Indonesia
• 11.6. Japan
• 11.7. Malaysia
• 11.8. Philippines
• 11.9. Singapore
• 11.10. South Korea
• 11.11. Taiwan
• 11.12. Thailand
• 11.13. Vietnam

12. Europe, Middle East & Africa Education & Learning Analytics Market

• 12.1. Introduction
• 12.2. Denmark
• 12.3. Egypt
• 12.4. Finland
• 12.5. France
• 12.6. Germany
• 12.7. Israel
• 12.8. Italy
• 12.9. Netherlands
• 12.10. Nigeria
• 12.11. Norway
• 12.12. Poland
• 12.13. Qatar
• 12.14. Russia
• 12.15. Saudi Arabia
• 12.16. South Africa
• 12.17. Spain
• 12.18. Sweden
• 12.19. Switzerland
• 12.20. Turkey
• 12.21. United Arab Emirates
• 12.22. United Kingdom

13. Competitive Landscape

• 13.1. Market Share Analysis, 2023
• 13.2. FPNV Positioning Matrix, 2023
• 13.3. Competitive Scenario Analysis
  • 13.3.1. Teachmint's Strategic Alliance with Google Cloud
  • 13.3.2. The Strategic Partnership Between Nuvepro and Genpact to Enhance Workforce Skills in Data Analytics
• 13.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. Alteryx, Inc.
• 2. Blackboard Inc.
• 3. Civitas Learning, Inc.
• 4. Cloud Software Group, Inc.
• 5. D2L Corporation
• 6. Ellucian Company L.P.
• 7. G-Cube by MRCC Group
• 8. InetSoft Technology Corporation
• 9. Instructure, Inc.
• 10. International Business Machines Corporation
• 11. Jenzabar, Inc.
• 12. Latitude CG, LLC
• 13. Microsoft Corporation
• 14. MicroStrategy Incorporated
• 15. Oracle Corporation
• 16. Pearson Inc.
• 17. PowerSchool
• 18. QlikTech International AB
• 19. SAP SE
• 20. SAS Institute
• 21. SkyPrep Inc.
• 22. Tableau Software, LLC by Salesforce, Inc.
• 23. Watershed Systems, Inc. by Learning Technologies Group PLC
• 24. Yellowfin, Inc. by Idera, Inc.
• 25. Zogo Technologies LLC