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시장보고서
상품코드
1846019
적응형 학습 소프트웨어 시장 : 구성요소별, 기업 규모별, 용도별, 최종사용자별, 지역별(2024-2031년)Adaptive Learning Software Market By Component, Enterprise Size, Application, End-User, & Region for 2024-2031 |
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개별 학습 솔루션에 대한 수요 증가, 디지털 학습 플랫폼의 수용 확대, 비용 효율적이고 확장 가능한 교육 솔루션에 대한 수요 증가가 적응형 학습 소프트웨어 시장을 견인할 가능성이 높습니다. Verified Market Research의 애널리스트에 따르면, 적응형 학습 소프트웨어 시장은 2024년 약 38억 5,547만 달러로 평가된 규모를 밑도는 예측치로, 2031년까지 199억 3,722만 달러의 규모에 도달할 것으로 추정됩니다.
적응형 학습 소프트웨어 시장은 기업과 교육기관이 머신러닝과 인공지능과 같은 최신 기술을 점점 더 많이 활용하여 참여도와 유지율을 높일 수 있는 개인화된 학습 경험을 창출함에 따라 크게 성장할 것으로 예상됩니다. 이에 따라 시장은 2024년부터 2031년까지 CAGR 22.8%로 성장할 것으로 예상됩니다.
적응형 학습 소프트웨어 시장 정의/개요
적응형 학습 소프트웨어는 알고리즘과 인공지능을 활용해 학습 경험을 개인화하고, 각 학생의 성적과 필요에 따라 컨텐츠와 시험을 조정하는 기술 기반 교육 전략입니다. 이 프로그램은 학습자의 이해력과 기술을 지속적으로 조사하고, 특정 지식 격차를 타겟으로 한 맞춤형 리소스와 연습을 제공하고, 학습자의 속도에 맞춰 학습을 발전시킬 수 있습니다. 적응형 학습 소프트웨어는 유치원부터 고등학교까지의 교육, 고등교육, 기업 교육 등 다양한 분야에 적용되고 있습니다. 교육 현장에서는 차별화된 교육을 지원할 수 있으며, 교사는 학생들의 다양한 요구에 효율적으로 대응할 수 있습니다.
교육의 디지털화 진전은 적응형 학습 소프트웨어 시장의 주요 촉진요인입니다. EDUCAUSE Horizon Report 2023에 따르면, 현재 고등교육기관의 95%가 온라인 학습을 제공하고 있습니다. 미국 교육부에 따르면, 2019년에서 2023년 사이에 적어도 한 가지 이상의 디지털 학습 과정에 등록한 유치원생부터 고등학생의 수가 323% 증가했다고 합니다. 디지털 학습 플랫폼의 사용 증가는 적응형 학습 소프트웨어의 적용에 이상적인 환경을 제공합니다.
특정 학생의 요구에 맞춘 개별화 교육에 대한 수요가 적응형 학습 소프트웨어의 사용을 촉진하고 있습니다. 미국교육통계센터(NCES)에 따르면, 교사의 71%가 기술을 통해 학습 요구가 다른 학생을 차별적으로 가르칠 수 있다고 답했습니다. 또한, 게이츠 재단의 보고서에 따르면, 개별화된 학습 환경을 이용하는 학생들의 수학 및 읽기 성적이 표준 학습 환경을 이용하는 동급생보다 약 3퍼센타일 포인트 더 높은 것으로 나타났다고 합니다.
또한, 교육기관에서는 학생들의 학습 의욕을 높이고 학습 성과를 향상시키기 위해 적응형 학습 소프트웨어를 활용하는 사례가 늘고 있습니다. 매그로힐의 설문조사에 따르면, 학생들의 87%가 성적 향상을 위해 적응형 학습 기술을 사용했다고 응답했습니다. 또한, 학술지 'npj Science of Learning'에 게재된 연구에 따르면, 적응형 학습 플랫폼을 사용한 학생들은 기존 학습 방법을 사용한 학생들보다 시험 성적이 15% 더 좋은 것으로 나타났습니다.
적응형 학습 소프트웨어의 장점과 특징에 대한 교육자 및 교육기관의 지식과 이해 부족은 큰 장벽 중 하나입니다. 많은 교육자들은 이러한 기술을 활용하는 것을 주저하고 있습니다. 왜냐하면, 개별화된 학습 경험을 어떻게 촉진할 수 있는지 충분히 이해하지 못하기 때문입니다. 이러한 지식의 부족은 가용 자원의 활용 부족으로 이어져 결국 시장의 성장 잠재력을 제한합니다.
적응형 학습 소프트웨어의 도입 비용이 높다는 점도 문제입니다. 많은 교육기관, 특히 신흥국에서는 이러한 최신 기술에 충분한 자금을 투자하는 데 어려움을 겪고 있습니다. 교육기관은 라이선스 취득, 인력 양성, 소프트웨어 유지보수 비용이 높기 때문에 적응형 학습 솔루션에 대한 투자를 망설이고 있으며, 이 분야의 시장 성장은 제한적일 수밖에 없습니다.
또한, 우수한 교사 훈련의 필요성은 적응형 학습 소프트웨어를 성공적으로 적용하는 데 큰 장애물이 되고 있습니다. 교육자가 이러한 도구를 효율적으로 사용하고 교수법에 통합하기 위해서는 적절한 교육이 필요합니다. 적절한 교육이 없으면 적응형 학습의 잠재적 이점을 완전히 실현할 수 없고, 그 결과 효과적인 활용이 불가능하며, 교육 기관에서 이러한 기술에 대한 관심이 줄어들게 됩니다.
The rising demand for individualized learning solutions, increased acceptance of digital learning platforms, and a growing need for cost-effective and scalable education solutions are likely to boost the adaptive learning software market. According to the analyst from Verified Market Research, the adaptive learning software market is estimated to reach a valuation of USD 19937.22 Million by 2031 over the forecast subjugating around USD 3855.47 Million valued in 2024.
The market for adaptive learning software is expected to grow significantly as businesses and educational institutions increasingly use modern technology like machine learning and artificial intelligence to create individualized learning experiences that increase engagement and retention. It enables the market to grow at a CAGR of 22.8% from 2024 to 2031.
Adaptive Learning Software Market: Definition/ Overview
Adaptive Learning Software is a technology-driven educational strategy that personalizes learning experiences by using algorithms and artificial intelligence to tailor content and exams to each student's performance and needs. This program continuously examines a learner's comprehension and skills, allowing it to give tailored resources and exercises that target specific knowledge gaps or develop their learning at their speed. Adaptive learning software has a wide range of applications in K-12 education, higher education, and corporate training, where it improves student engagement and involvement by providing personalized learning routes. In educational settings, it can support differentiated instruction, allowing teachers to efficiently meet the diverse requirements of their students.
The growing digitalization of education is a major driver of the adaptive learning software market. According to the EDUCAUSE Horizon Report 2023, 95% of higher education institutions now provide some type of online learning. According to the US Department of Education, between 2019 and 2023, the number of K-12 pupils enrolled in at least one digital learning course climbed by 323 percent. The increased usage of digital learning platforms provides an ideal environment for the application of adaptive learning software.
The demand for personalized education tailored to specific student needs is driving the use of adaptive learning software. According to the National Center for Education Statistics (NCES), 71% of instructors say that technology enables them to differentiate instruction for students with varying learning needs. Also, according to a Gates Foundation report, pupils in personalized learning environments improved in mathematics and reading by around 3 percentile points more than their classmates in standard learning contexts.
Furthermore, educational institutions are increasingly using adaptive learning software to boost student engagement and improve learning outcomes. According to a McGraw Hill poll, 87% of students reported using adaptive learning technologies to boost their grades. Also, a study published in the journal npj Science of Learning discovered that students who used adaptive learning platforms performed 15% better on tests than those who used traditional learning methods.
The lack of knowledge and comprehension among educators and institutions regarding the advantages and features of adaptive learning software is one major barrier. Many educators are hesitant to utilize these technologies because they might not fully comprehend how they boost personalized learning experiences. This lack of knowledge leads to underutilization of available resources, ultimately limiting the market's potential for growth.
The high installation costs of adaptive learning software present another difficulty. Many educational institutions, particularly in developing countries, struggle to devote adequate funding for these latest technologies. The high cost of obtaining licenses, training people, and maintaining software discourages institutions from investing in adaptive learning solutions, limiting market growth in such sectors.
Furthermore, the necessity for good teacher training is a major impediment to the successful application of adaptive learning software. Educators need proper training to use these tools efficiently and integrate them into their teaching methods. Without adequate training, the potential benefits of adaptive learning are not completely realized, resulting in ineffective use and decreased interest in these technologies among educational institutions.
According to VMR Analysis, the solution segment is estimated to hold the largest market share of the market during the forecast period. Adaptive learning solutions provide a comprehensive set of capabilities, including content distribution, evaluation tools, learning analytics, and personalization algorithms. This all-in-one strategy appeals to educational institutions and corporate training departments looking to apply adaptive learning without having to integrate many independent systems, resulting in higher adoption rates for full-featured solutions.
Solution providers provide cloud-based platforms that can be readily scaled to accommodate larger numbers of users. This scalability, combined with the flexibility to serve several institutions or departments with a single implementation, makes solutions less expensive for large-scale deployments than specialized services, adding to their market domination.
Furthermore, solution suppliers are always improving their solutions with new features, smarter algorithms, and larger content libraries. This continual development means that institutions have access to the most recent advances in adaptive learning technology without incurring major additional costs, making solutions a more appealing and future-proof alternative than one-time service engagements.
The integrated learning management system (LMS) segment is estimated to dominate the adaptive learning software market during the forecast period. Integrated LMS systems offer a unified platform for adaptive learning, course management, content delivery, assessment tools, and administrative tasks. This all-in-one strategy makes deployment and management easier for educational institutions and organizations, eliminating the need for numerous distinct systems and streamlining the overall learning experience for both instructors and students.
Integrated LMS systems have powerful analytics capabilities, combining data from numerous learning activities to provide full insights into student performance and engagement. This data-rich environment allows institutions to make more informed decisions about curriculum design, resource allocation, and targeted interventions, resulting in better learning outcomes and operational efficiency.
Furthermore, integrated LMS systems are intended to integrate seamlessly with an institution's existing IT infrastructure and third-party instructional tools. This interoperability lowers implementation obstacles, enables gradual adoption of adaptive learning features, and maximizes the value of existing educational technology investments, making it a desirable alternative for a wide spectrum of educational institutions and corporate training departments.
According to VMR Analyst, North America is estimated to dominate the adaptive learning software market during the forecast period. North America, particularly the United States, has seen a surge in the use of digital learning technology. According to the National Center for Education Statistics (NCES), by 2021, 99% of public schools in the United States had high-speed internet connectivity, making adaptive learning software easier to use. Also, according to a poll conducted by the Consortium for School Networking (CoSN), 90% of K-12 school districts in the United States adopted some form of digital learning platform by 2023, indicating a substantial market for adaptive learning solutions.
North America leads in educational technology investment, which is fueling the growth of the adaptive learning software market. According to EdTech Magazine, the US K-12 education technology market was worth $35.8 billion in 2023, with an annual growth rate of 18.5% expected through 2028. This considerable investment fosters the development and implementation of innovative adaptive learning systems.
Furthermore, North American higher education institutions are increasingly emphasizing personalized learning experiences, increasing demand for adaptive learning software. According to an EDUCAUSE study, 78% of North American higher education institutions perceive adaptive learning technologies to be strategically crucial for their future. Also, the Online Learning Consortium reports that 71% of US schools and universities use adaptive learning technology to improve student results and retention rates.
The Asia Pacific region is estimated to exhibit the highest growth within the market during the forecast period. The Asia Pacific region has a large student population, which creates a significant market for adaptive learning software. According to UNESCO, the region accounts for more than half of the global student population, with over 700 million students registered at various levels of education as of 2023. This massive student population, together with rising internet usage and digital literacy, is encouraging the adoption of novel learning tools to meet various educational demands.
Furthermore, many nations in the Asia Pacific region are establishing laws and measures to support digital education, which is boosting the adaptive learning software industry. For example, India's National Education Policy 2020 aspires to achieve 100% literacy among youth and adults through the use of digital technology. Similarly, China's Education Modernization 2035 strategy prioritizes the incorporation of information technology into education. These government-backed efforts are projected to greatly increase the use of adaptive learning software throughout the region.
The competitive landscape of the adaptive learning software market is characterized by rapid innovation and a wide range of services targeted at improving individualized education. Key competitors in this market are working on building advanced algorithms and employing data analytics to offer bespoke learning experiences that adapt in real-time to particular student requirements.
Some of the prominent players operating in the adaptive learning software market include:
Smart Sparrow
Knewton
McGraw-Hill Education
DreamBox Learning
Pearson Education
D2L (Desire2Learn)
K12, Inc.
Cognii
DreamBox Learning
Kaltura
In June 2024, McGraw Hill announced a strategic relationship with a top AI technology startup to improve its adaptive learning platforms. This cooperation intends to integrate advanced artificial intelligence algorithms that will provide deeper insights into student learning patterns, enabling more effective personalization of educational content and evaluations, and resulting in higher learner engagement and retention rates.