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1151668

세계의 적응 학습 소프트웨어 시장(2023-2027년)

Global Adaptive Learning Software Market 2023-2027

발행일: | 리서치사: TechNavio (Infiniti Research Ltd.) | 페이지 정보: 영문 120 Pages | 배송안내 : 즉시배송

※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문목차를 참고해주시기 바랍니다.

적응 학습 소프트웨어 시장 규모는 2023-2027년간 11억 7,871만 달러 확대되고, 예측 기간에 19.37%의 연평균 복합 성장률(CAGR)을 나타낼 전망입니다. 적응 학습 소프트웨어 시장 전체 분석, 시장 규모와 예측, 동향, 성장 촉진요인 및 과제, 약 25개 벤더를 대상으로 한 벤더 분석 정보를 제공합니다.

또한 현재의 세계 시장 동향과 촉진요인, 시장 전체 환경에 관한 최신 분석 정보를 전해드립니다.

목차

제1장 개요

  • 시장 개요

제2장 시장 구도

  • 시장 생태계

제3장 시장 규모

  • 시장의 정의
  • 시장 부문 분석
  • 시장 규모(2022년)
  • 시장 전망 : 예측(2022-2027년)

제4장 과거 시장 규모

  • 세계의 적응 학습 소프트웨어 시장 : 2017-2021년
  • 최종사용자 부문 분석(2017-2021년)
  • 전개 부문 분석(2017-2021년)
  • 지역 부문 분석(2017-2021년)
  • 국가 부문 분석(2017-2021년)

제5장 Five Forces 분석

  • Five Forces 요약
  • 바이어의 교섭력
  • 공급 기업의 교섭력
  • 신규 진출업체의 위협
  • 대체품의 위협
  • 경쟁 위협
  • 시장 현황

제6장 최종사용자별 시장 세분화

  • 시장 분석
  • 최종사용자별 비교
  • Ed-tech 기업 - 시장 규모와 예측(2022-2027년)
  • 교육기관 - 시장 규모와 예측(2022-2027년)
  • 기업 부문 - 시장 규모와 예측(2022-2027년)
  • 최종사용자별 시장 기회

제7장 전개 형태별 시장 세분화

  • 시장 분석
  • 전개 형태별 비교
  • 클라우드 기반 전개 - 시장 규모와 예측(2022-2027년)
  • 온프레미스 전개 - 시장 규모와 예측(2022-2027년)
  • 전개 형태별 시장 기회

제8장 고객 상황

  • 고객 상황 개요

제9장 지역별 상황

  • 지역별 세분화
  • 지역별 비교
  • 북미 - 시장 규모와 예측(2022-2027년)
  • 유럽 - 시장 규모와 예측(2022-2027년)
  • 아시아태평양(APAC) - 시장 규모와 예측(2022-2027년)
  • 남미 - 시장 규모와 예측(2022-2027년)
  • 중동 및 아프리카 - 시장 규모와 예측(2022-2027년)
  • 미국 - 시장 규모와 예측(2022-2027년)
  • 독일 - 시장 규모와 예측(2022-2027년)
  • 캐나다 - 시장 규모와 예측(2022-2027년)
  • 영국 - 시장 규모와 예측(2022-2027년)
  • 일본 - 시장 규모와 예측(2022-2027년)
  • 지역 상황별 시장 기회

제10장 성장 촉진요인, 과제 및 동향

  • 시장 성장 촉진요인
  • 시장이 해결해야 할 과제
  • 시장 성장 촉진요인과 과제의 영향
  • 시장 동향

제11장 벤더 구도

  • 개요
  • 벤더 구도
  • 혼란 상황
  • 업계 리스크

제12장 벤더 분석

  • 대상 벤더
  • 벤더의 시장 포지셔닝
  • Adobe Inc.
  • Cornerstone OnDemand Inc.
  • D2L Corp.
  • DreamBox Learning Inc.
  • iEnergizer Ltd.
  • Instructure Holdings Inc.
  • International Business Machines Corp.
  • John Wiley and Sons Inc.
  • Kidaptive Inc.
  • Korn Ferry
  • Learning Technologies Group Plc
  • MicrOSoft Corp.
  • New Leaf Technologies Pty Ltd.
  • Pearson Plc
  • Think and Learn Pvt. Ltd.

제13장 부록

LSH 22.11.22

Technavio has been monitoring the adaptive learning software market and is poised to grow by $1178.71 mn from 2023-2027, accelerating at a CAGR of 19.37% during the forecast period. Our report on the adaptive learning software market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current global market scenario, the latest trends and drivers, and the overall market environment. The market is driven by the increasing need for personalized learning, the inclusion of analytics, and rising government regulations in adaptive learning.

Technavio's adaptive learning software market is segmented as below:

By End-user

  • Ed-tech companies
  • Educational institutions
  • Corporate sectors

By Deployment

  • Cloud-based deployment
  • On-premises deployment

By Geographical Landscape

  • North America
  • Europe
  • APAC
  • South America
  • Middle East and Africa

This study identifies the assessment functionalities in adaptive learning software as one of the prime reasons driving the adaptive learning software market growth during the next few years. Also, the emergence of mobile learning and the growing prominence of gamification in adaptive learning will lead to sizable demand in the market.

  • Adaptive learning software market sizing
  • Adaptive learning software market forecast
  • Adaptive learning software market industry analysis

Technavio's robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading adaptive learning software market vendors that include Adobe Inc., Cornerstone OnDemand Inc., D2L Corp., DreamBox Learning Inc., iEnergizer Ltd., Instructure Holdings Inc., International Business Machines Corp., John Wiley and Sons Inc., Kidaptive Inc., Korn Ferry, Learning Technologies Group Plc, Lincoln Learning Solutions, Microsoft Corp., New Leaf Technologies Pty Ltd., Pearson Plc, Richardson Consulting Group, Skillsoft Corp., Think and Learn Pvt. Ltd., and Totara Learning Solutions Ltd. Also, the adaptive learning software market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market and vendor landscape in addition to an analysis of the key vendors.

Table of Contents

1 Executive Summary

  • 1.1 Market overview
  • Exhibit 01: Executive Summary - Chart on Market Overview
  • Exhibit 02: Executive Summary - Data Table on Market Overview
  • Exhibit 03: Executive Summary - Chart on Global Market Characteristics
  • Exhibit 04: Executive Summary - Chart on Market By Geographical Landscape
  • Exhibit 05: Executive Summary - Chart on Market Segmentation by End-user
  • Exhibit 06: Executive Summary - Chart on Market Segmentation by Deployment
  • Exhibit 07: Executive Summary - Chart on Incremental Growth
  • Exhibit 08: Executive Summary - Data Table on Incremental Growth
  • Exhibit 09: Executive Summary - Chart on Vendor Market Positioning

2 Market Landscape

  • 2.1 Market ecosystem
  • Exhibit 10: Parent market
  • Exhibit 11: Market Characteristics

3 Market Sizing

  • 3.1 Market definition
  • Exhibit 12: Offerings of vendors included in the market definition
  • 3.2 Market segment analysis
  • Exhibit 13: Market segments
  • 3.3 Market size 2022
  • 3.4 Market outlook: Forecast for 2022-2027
  • Exhibit 14: Chart on Global - Market size and forecast 2022-2027 ($ million)
  • Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ million)
  • Exhibit 16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
  • Exhibit 17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)

4 Historic Market Size

  • 4.1 Global adaptive learning software market 2017 - 2021
  • Exhibit 18: Historic Market Size - Data Table on Global adaptive learning software market 2017 - 2021 ($ million)
  • 4.2 End-user Segment Analysis 2017 - 2021
  • Exhibit 19: Historic Market Size - End-user Segment 2017 - 2021 ($ million)
  • 4.3 Deployment Segment Analysis 2017 - 2021
  • Exhibit 20: Historic Market Size - Deployment Segment 2017 - 2021 ($ million)
  • 4.4 Geography Segment Analysis 2017 - 2021
  • Exhibit 21: Historic Market Size - Geography Segment 2017 - 2021 ($ million)
  • 4.5 Country Segment Analysis 2017 - 2021
  • Exhibit 22: Historic Market Size - Country Segment 2017 - 2021 ($ million)

5 Five Forces Analysis

  • 5.1 Five forces summary
  • Exhibit 23: Five forces analysis - Comparison between2022 and 2027
  • 5.2 Bargaining power of buyers
  • Exhibit 24: Chart on Bargaining power of buyers - Impact of key factors 2022 and 2027
  • 5.3 Bargaining power of suppliers
  • Exhibit 25: Bargaining power of suppliers - Impact of key factors in 2022 and 2027
  • 5.4 Threat of new entrants
  • Exhibit 26: Threat of new entrants - Impact of key factors in 2022 and 2027
  • 5.5 Threat of substitutes
  • Exhibit 27: Threat of substitutes - Impact of key factors in 2022 and 2027
  • 5.6 Threat of rivalry
  • Exhibit 28: Threat of rivalry - Impact of key factors in 2022 and 2027
  • 5.7 Market condition
  • Exhibit 29: Chart on Market condition - Five forces 2022 and 2027

6 Market Segmentation by End-user

  • 6.1 Market segments
  • Exhibit 30: Chart on End-user - Market share 2022-2027 (%)
  • Exhibit 31: Data Table on End-user - Market share 2022-2027 (%)
  • 6.2 Comparison by End-user
  • Exhibit 32: Chart on Comparison by End-user
  • Exhibit 33: Data Table on Comparison by End-user
  • 6.3 Ed-tech companies - Market size and forecast 2022-2027
  • Exhibit 34: Chart on Ed-tech companies - Market size and forecast 2022-2027 ($ million)
  • Exhibit 35: Data Table on Ed-tech companies - Market size and forecast 2022-2027 ($ million)
  • Exhibit 36: Chart on Ed-tech companies - Year-over-year growth 2022-2027 (%)
  • Exhibit 37: Data Table on Ed-tech companies - Year-over-year growth 2022-2027 (%)
  • 6.4 Educational institutions - Market size and forecast 2022-2027
  • Exhibit 38: Chart on Educational institutions - Market size and forecast 2022-2027 ($ million)
  • Exhibit 39: Data Table on Educational institutions - Market size and forecast 2022-2027 ($ million)
  • Exhibit 40: Chart on Educational institutions - Year-over-year growth 2022-2027 (%)
  • Exhibit 41: Data Table on Educational institutions - Year-over-year growth 2022-2027 (%)
  • 6.5 Corporate sectors - Market size and forecast 2022-2027
  • Exhibit 42: Chart on Corporate sectors - Market size and forecast 2022-2027 ($ million)
  • Exhibit 43: Data Table on Corporate sectors - Market size and forecast 2022-2027 ($ million)
  • Exhibit 44: Chart on Corporate sectors - Year-over-year growth 2022-2027 (%)
  • Exhibit 45: Data Table on Corporate sectors - Year-over-year growth 2022-2027 (%)
  • 6.6 Market opportunity by End-user
  • Exhibit 46: Market opportunity by End-user ($ million)

7 Market Segmentation by Deployment

  • 7.1 Market segments
  • Exhibit 47: Chart on Deployment - Market share 2022-2027 (%)
  • Exhibit 48: Data Table on Deployment - Market share 2022-2027 (%)
  • 7.2 Comparison by Deployment
  • Exhibit 49: Chart on Comparison by Deployment
  • Exhibit 50: Data Table on Comparison by Deployment
  • 7.3 Cloud-based deployment - Market size and forecast 2022-2027
  • Exhibit 51: Chart on Cloud-based deployment - Market size and forecast 2022-2027 ($ million)
  • Exhibit 52: Data Table on Cloud-based deployment - Market size and forecast 2022-2027 ($ million)
  • Exhibit 53: Chart on Cloud-based deployment - Year-over-year growth 2022-2027 (%)
  • Exhibit 54: Data Table on Cloud-based deployment - Year-over-year growth 2022-2027 (%)
  • 7.4 On-premises deployment - Market size and forecast 2022-2027
  • Exhibit 55: Chart on On-premises deployment - Market size and forecast 2022-2027 ($ million)
  • Exhibit 56: Data Table on On-premises deployment - Market size and forecast 2022-2027 ($ million)
  • Exhibit 57: Chart on On-premises deployment - Year-over-year growth 2022-2027 (%)
  • Exhibit 58: Data Table on On-premises deployment - Year-over-year growth 2022-2027 (%)
  • 7.5 Market opportunity by Deployment
  • Exhibit 59: Market opportunity by Deployment ($ million)

8 Customer Landscape

  • 8.1 Customer landscape overview
  • Exhibit 60: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

9 Geographic Landscape

  • 9.1 Geographic segmentation
  • Exhibit 61: Chart on Market share By Geographical Landscape 2022-2027 (%)
  • Exhibit 62: Data Table on Market share By Geographical Landscape 2022-2027 (%)
  • 9.2 Geographic comparison
  • Exhibit 63: Chart on Geographic comparison
  • Exhibit 64: Data Table on Geographic comparison
  • 9.3 North America - Market size and forecast 2022-2027
  • Exhibit 65: Chart on North America - Market size and forecast 2022-2027 ($ million)
  • Exhibit 66: Data Table on North America - Market size and forecast 2022-2027 ($ million)
  • Exhibit 67: Chart on North America - Year-over-year growth 2022-2027 (%)
  • Exhibit 68: Data Table on North America - Year-over-year growth 2022-2027 (%)
  • 9.4 Europe - Market size and forecast 2022-2027
  • Exhibit 69: Chart on Europe - Market size and forecast 2022-2027 ($ million)
  • Exhibit 70: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
  • Exhibit 71: Chart on Europe - Year-over-year growth 2022-2027 (%)
  • Exhibit 72: Data Table on Europe - Year-over-year growth 2022-2027 (%)
  • 9.5 APAC - Market size and forecast 2022-2027
  • Exhibit 73: Chart on APAC - Market size and forecast 2022-2027 ($ million)
  • Exhibit 74: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
  • Exhibit 75: Chart on APAC - Year-over-year growth 2022-2027 (%)
  • Exhibit 76: Data Table on APAC - Year-over-year growth 2022-2027 (%)
  • 9.6 South America - Market size and forecast 2022-2027
  • Exhibit 77: Chart on South America - Market size and forecast 2022-2027 ($ million)
  • Exhibit 78: Data Table on South America - Market size and forecast 2022-2027 ($ million)
  • Exhibit 79: Chart on South America - Year-over-year growth 2022-2027 (%)
  • Exhibit 80: Data Table on South America - Year-over-year growth 2022-2027 (%)
  • 9.7 Middle East and Africa - Market size and forecast 2022-2027
  • Exhibit 81: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
  • Exhibit 82: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
  • Exhibit 83: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
  • Exhibit 84: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
  • 9.8 US - Market size and forecast 2022-2027
  • Exhibit 85: Chart on US - Market size and forecast 2022-2027 ($ million)
  • Exhibit 86: Data Table on US - Market size and forecast 2022-2027 ($ million)
  • Exhibit 87: Chart on US - Year-over-year growth 2022-2027 (%)
  • Exhibit 88: Data Table on US - Year-over-year growth 2022-2027 (%)
  • 9.9 Germany - Market size and forecast 2022-2027
  • Exhibit 89: Chart on Germany - Market size and forecast 2022-2027 ($ million)
  • Exhibit 90: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
  • Exhibit 91: Chart on Germany - Year-over-year growth 2022-2027 (%)
  • Exhibit 92: Data Table on Germany - Year-over-year growth 2022-2027 (%)
  • 9.10 Canada - Market size and forecast 2022-2027
  • Exhibit 93: Chart on Canada - Market size and forecast 2022-2027 ($ million)
  • Exhibit 94: Data Table on Canada - Market size and forecast 2022-2027 ($ million)
  • Exhibit 95: Chart on Canada - Year-over-year growth 2022-2027 (%)
  • Exhibit 96: Data Table on Canada - Year-over-year growth 2022-2027 (%)
  • 9.11 UK - Market size and forecast 2022-2027
  • Exhibit 97: Chart on UK - Market size and forecast 2022-2027 ($ million)
  • Exhibit 98: Data Table on UK - Market size and forecast 2022-2027 ($ million)
  • Exhibit 99: Chart on UK - Year-over-year growth 2022-2027 (%)
  • Exhibit 100: Data Table on UK - Year-over-year growth 2022-2027 (%)
  • 9.12 Japan - Market size and forecast 2022-2027
  • Exhibit 101: Chart on Japan - Market size and forecast 2022-2027 ($ million)
  • Exhibit 102: Data Table on Japan - Market size and forecast 2022-2027 ($ million)
  • Exhibit 103: Chart on Japan - Year-over-year growth 2022-2027 (%)
  • Exhibit 104: Data Table on Japan - Year-over-year growth 2022-2027 (%)
  • 9.13 Market opportunity By Geographical Landscape
  • Exhibit 105: Market opportunity By Geographical Landscape ($ million)

10 Drivers, Challenges, and Trends

  • 10.1 Market drivers
  • 10.2 Market challenges
  • 10.3 Impact of drivers and challenges
  • Exhibit 106: Impact of drivers and challenges in 2022 and 2027
  • 10.4 Market trends

11 Vendor Landscape

  • 11.1 Overview
  • 11.2 Vendor landscape
  • Exhibit 107: Overview on Criticality of inputs and Factors of differentiation
  • 11.3 Landscape disruption
  • Exhibit 108: Overview on factors of disruption
  • 11.4 Industry risks
  • Exhibit 109: Impact of key risks on business

12 Vendor Analysis

  • 12.1 Vendors covered
  • Exhibit 110: Vendors covered
  • 12.2 Market positioning of vendors
  • Exhibit 111: Matrix on vendor position and classification
  • 12.3 Adobe Inc.
  • Exhibit 112: Adobe Inc. - Overview
  • Exhibit 113: Adobe Inc. - Business segments
  • Exhibit 114: Adobe Inc. - Key news
  • Exhibit 115: Adobe Inc. - Key offerings
  • Exhibit 116: Adobe Inc. - Segment focus
  • 12.4 Cornerstone OnDemand Inc.
  • Exhibit 117: Cornerstone OnDemand Inc. - Overview
  • Exhibit 118: Cornerstone OnDemand Inc. - Product / Service
  • Exhibit 119: Cornerstone OnDemand Inc. - Key offerings
  • 12.5 D2L Corp.
  • Exhibit 120: D2L Corp. - Overview
  • Exhibit 121: D2L Corp. - Product / Service
  • Exhibit 122: D2L Corp. - Key news
  • Exhibit 123: D2L Corp. - Key offerings
  • 12.6 DreamBox Learning Inc.
  • Exhibit 124: DreamBox Learning Inc. - Overview
  • Exhibit 125: DreamBox Learning Inc. - Product / Service
  • Exhibit 126: DreamBox Learning Inc. - Key news
  • Exhibit 127: DreamBox Learning Inc. - Key offerings
  • 12.7 iEnergizer Ltd.
  • Exhibit 128: iEnergizer Ltd. - Overview
  • Exhibit 129: iEnergizer Ltd. - Business segments
  • Exhibit 130: iEnergizer Ltd. - Key offerings
  • Exhibit 131: iEnergizer Ltd. - Segment focus
  • 12.8 Instructure Holdings Inc.
  • Exhibit 132: Instructure Holdings Inc. - Overview
  • Exhibit 133: Instructure Holdings Inc. - Product / Service
  • Exhibit 134: Instructure Holdings Inc. - Key offerings
  • 12.9 International Business Machines Corp.
  • Exhibit 135: International Business Machines Corp. - Overview
  • Exhibit 136: International Business Machines Corp. - Business segments
  • Exhibit 137: International Business Machines Corp. - Key offerings
  • Exhibit 138: International Business Machines Corp. - Segment focus
  • 12.10 John Wiley and Sons Inc.
  • Exhibit 139: John Wiley and Sons Inc. - Overview
  • Exhibit 140: John Wiley and Sons Inc. - Business segments
  • Exhibit 141: John Wiley and Sons Inc. - Key offerings
  • Exhibit 142: John Wiley and Sons Inc. - Segment focus
  • 12.11 Kidaptive Inc.
  • Exhibit 143: Kidaptive Inc. - Overview
  • Exhibit 144: Kidaptive Inc. - Product / Service
  • Exhibit 145: Kidaptive Inc. - Key offerings
  • 12.12 Korn Ferry
  • Exhibit 146: Korn Ferry - Overview
  • Exhibit 147: Korn Ferry - Business segments
  • Exhibit 148: Korn Ferry - Key offerings
  • Exhibit 149: Korn Ferry - Segment focus
  • 12.13 Learning Technologies Group Plc
  • Exhibit 150: Learning Technologies Group Plc - Overview
  • Exhibit 151: Learning Technologies Group Plc - Business segments
  • Exhibit 152: Learning Technologies Group Plc - Key news
  • Exhibit 153: Learning Technologies Group Plc - Key offerings
  • Exhibit 154: Learning Technologies Group Plc - Segment focus
  • 12.14 Microsoft Corp.
  • Exhibit 155: Microsoft Corp. - Overview
  • Exhibit 156: Microsoft Corp. - Business segments
  • Exhibit 157: Microsoft Corp. - Key news
  • Exhibit 158: Microsoft Corp. - Key offerings
  • Exhibit 159: Microsoft Corp. - Segment focus
  • 12.15 New Leaf Technologies Pty Ltd.
  • Exhibit 160: New Leaf Technologies Pty Ltd. - Overview
  • Exhibit 161: New Leaf Technologies Pty Ltd. - Product / Service
  • Exhibit 162: New Leaf Technologies Pty Ltd. - Key offerings
  • 12.16 Pearson Plc
  • Exhibit 163: Pearson Plc - Overview
  • Exhibit 164: Pearson Plc - Business segments
  • Exhibit 165: Pearson Plc - Key offerings
  • Exhibit 166: Pearson Plc - Segment focus
  • 12.17 Think and Learn Pvt. Ltd.
  • Exhibit 167: Think and Learn Pvt. Ltd. - Overview
  • Exhibit 168: Think and Learn Pvt. Ltd. - Product / Service
  • Exhibit 169: Think and Learn Pvt. Ltd. - Key offerings

13 Appendix

  • 13.1 Scope of the report
  • 13.2 Inclusions and exclusions checklist
  • Exhibit 170: Inclusions checklist
  • Exhibit 171: Exclusions checklist
  • 13.3 Currency conversion rates for US$
  • Exhibit 172: Currency conversion rates for US$
  • 13.4 Research methodology
  • Exhibit 173: Research methodology
  • Exhibit 174: Validation techniques employed for market sizing
  • Exhibit 175: Information sources
  • 13.5 List of abbreviations
  • Exhibit 176: List of abbreviations
    • The global education services market is at a crossroads with the positive impact of technological advances such as online education, the implementation of AR and VR in teaching methods, and the use of interactive whiteboards. On the other hand, data and security issues and low digital literacy rates are having a negative impact on the growth of the market. The combined impact of these factors will lead to high growth in the global education services market.
    • education: Includes technical education, language learning, test preparation services, tutoring services, makerspaces, vocational training, and distance learning courses and certifications
    • emphasis on mobile learning: The increasing use of smartphones is encouraging education service providers to introduce mobile learning modules. Mobile learning has several advantages, such as flexibility and convenience. Therefore, users can schedule and complete the course/training according to their convenience. Mobile learning is also an experience of personalized learning as users can take training as per their requirements.
    • digital literacy rates: Educational hardware and software have not been realized in tandem with the availability of trained staff in educational institutions. Institutions find it difficult to integrate technology into business processes. This is because of the inability of the faculty and administrators to understand applications and optimal use. The deployment of these applications alone by colleges and universities is not enough.
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