Academic Tutoring and Customized Learning Programs Market Size 2024-2028
The academic tutoring and customized learning programs market size is forecast to increase by USD 16.58 billion at a CAGR of 10.8% between 2023 and 2028.
- The academic tutoring and customized learning programs market is experiencing significant growth, primarily driven by the increased demand for personalized learning solutions in the K-12 sector. The integration of advanced technologies, such as artificial intelligence and machine learning is revolutionizing the industry, enabling personalized instruction and real-time feedback. This demand has sparked a shift toward more tailored educational experiences that address individual student needs and learning paces.
- Within this market, the K-12 segment is projected to witness notable growth during the forecast period. This growth is further fueled by the integration of AI technology, enhancing the effectiveness and personalization of tutoring programs. As educational institutions seek more efficient and customized solutions, the K-12 sector's evolution continues to shape the future of academic tutoring and learning programs globally
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- The academic tutoring and customized learning programs market is growing as more students seek personalized support to enhance subject comprehension and communication skills. In crowded classrooms, students often miss out on one-on-one attention, making self-paced learning programs increasingly popular. These programs help develop learning skills, work habits, and behavioral skills, fostering independence and positive workspaces for students. By providing interactive learning environments and fun learning experiences, tutors create engaging lessons tailored to individual needs.
Market Segmentation
The market research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in "USD million" for the period 2024-2028, as well as historical data from 2018-2022 for the following segments.
- End-user
- Method
- Geography
- APAC
- China
- India
- Japan
- South Korea
- Singapore
- North America
- Europe
- South America
- Middle East and Africa
By End-user Insights
- The K-12 segment is estimated to witness significant growth during the forecast period. The K-12 sector in the global market for academic tutoring and customized learning programs is experiencing notable progress, with the integration of AI technology being a key trend. Parents are increasingly seeking academic tutoring and customized learning programs to address their child's struggling academic performance in the crowded classroom setup, driving the demand for classroom management systems.
- Private tutoring offers individual attention and personalized learning experiences, catering to each child's unique learning abilities and behavioral factors. The platform's algorithms provide customized recommendations for each student, and the reasoning behind these suggestions is clearly explained. This transparency enables educators and parents to review the AI's decision-making process, thereby fostering trust and confidence in the system.
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The K-12 segment accounted for USD 10.24 billion in 2018 and showed a gradual increase during the forecast period.
Regional Insights
APAC is estimated to contribute 36% to the growth of the global market during the forecast period. Technavio's analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period.
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- Parents in the APAC region are increasingly seeking professional assistance to help their children overcome academic struggles. The region's educational landscape is witnessing significant investments and innovative initiatives, such as the partnership between the Andhra Pradesh government and the Educational Testing Service (ETS) in India. This collaboration aims to boost English language proficiency among government school students through personalized assessments using the TOEFL Young Students Series.
- Targeting students from classes 3 to 10, this 5-year agreement commenced in February 2024, with the objective of enhancing academic performance by strengthening English skills. Such government-led programs underscore the region's dedication to elevating educational standards through tailored interventions. By providing personalized attention and customized learning experiences, academic tutoring plays a crucial role in fostering a child's growth and success in school.
Market Dynamics
- The academic performance of a child is influenced by various factors, including study habits, responsibility, self-esteem, motivation, critical thinking, problem solving, and soft skills. Customized programs also focus on college preparation, equipping students with the knowledge and skills necessary for success beyond school. As the demand for personalized education rises, these tutoring services are crucial in ensuring that students thrive academically while gaining confidence and improving overall performance.
Our researchers analyzed the data with 2023 as the base year, along with the key drivers, trends, and challenges. A holistic analysis of drivers will help companies refine their marketing strategies to gain a competitive advantage.
Market Driver
- Increased demand for personalized learning programs from K-12 is the key driver of the market. The market in the US is witnessing notable expansion due to the escalating preference for individualized education solutions within the K-12 sector. The utilization of Open Educational Resources (OERs) is gaining traction among educators, with around 7% of 1300 teachers and 200 administrators in the US acknowledging their effectiveness in 2024. This trend signifies a broader shift towards more adaptive educational approaches.
- As educators become more adept at implementing OERs, the demand for personalized learning programs is anticipated to escalate, enabling educators to address the distinct learning abilities and paces of individual students, thereby fostering a more supportive and productive educational environment.
Market Trends
- Integration of AI in academic tutoring and customized learning programs is the upcoming trend in the market. The market in the United States is experiencing a shift with the integration of artificial intelligence (AI). This evolution is fueled by the growing emphasis on individualized learning experiences and data-driven instructional techniques. One notable innovation is the adoption of AI-enabled reading assistants in educational institutions. For example, the Louisiana Department of Education (LDOE) plans to introduce an AI-based reading assistant to around 100,000 students in 25 school districts by the end of 2024. This initiative, which will span the next two academic years, aims to boost reading proficiency by equipping teachers with comprehensive student performance reports.
- AI-driven academic tutoring and customized learning programs can significantly enhance motivation, critical thinking, problem-solving skills, and address learning difficulties among high performing students. Furthermore, these programs foster social skills and communication abilities by simulating real-life interactions, thereby strengthening relationships between students and educators.
Market Challenge
- Data security and privacy concerns of end-users is a key challenge affecting the market growth. Academic tutoring and customized learning programs have gained significant importance in the US education landscape due to their potential to enhance study habits and academic performance. These programs cater to individual learning needs, offering personalized attention and instruction that goes beyond the constraints of traditional classroom settings. However, the market for these services faces challenges related to data security and privacy. Recent incidents and regulatory actions have highlighted the vulnerabilities in the sector, with concerns around data protection and potential breaches.
- Further, customized learning programs also play a crucial role in fostering work ethics, responsibility, and self-esteem among students. By providing individualized attention and instruction, these programs help students develop essential skills and confidence. However, the success of these programs hinges on their ability to maintain the trust and confidence of students and their families by prioritizing data security and privacy. In conclusion, the market in the US offers numerous benefits for students, educational institutions, and businesses. However, it is essential that market participants prioritize data security and privacy to mitigate risks and build trust with their clients.
Exclusive Customer Landscape
The market forecasting report includes the adoption lifecycle of the market, covering from the innovator's stage to the laggard's stage. It focuses on adoption rates in different regions based on penetration. Furthermore, the report also includes key purchase criteria and drivers of price sensitivity to help companies evaluate and develop their market growth analysis strategies.
Customer Landscape
Key Companies & Market Insights
Companies are implementing various strategies, such as strategic alliances, partnerships, mergers and acquisitions, geographical expansion, and product/service launches, to enhance their presence in the market.
Ambow Education Holding Ltd: The company offers academic tutoring and customized learning programs for grades K-12, as well as tutoring services for test preparation.
The market research and growth report includes detailed analyses of the competitive landscape of the market and information about key companies, including:
- Action Learning Associates ltd
- Action Tutoring
- ArborBridge
- Club Z Inc.
- Course Leap
- D2L Inc.
- Daekyo Co. Ltd.
- DreamBox Learning Inc.
- Imagine Learning LLC
- Kaplan Inc.
- Kumon North America Inc.
- Mathnasium LLC
- ScootPad Corp.
- Stride Inc.
- Sylvan Learning LLC
- Think and Learn Pvt. Ltd.
- Tutors International Ltd.
- Varsity Tutors LLC
- Vedantu Innovations Pvt. Ltd.
Qualitative and quantitative analysis of companies has been conducted to help clients understand the wider business environment as well as the strengths and weaknesses of key market players. Data is qualitatively analyzed to categorize companies as pure play, category-focused, industry-focused, and diversified; it is quantitatively analyzed to categorize companies as dominant, leading, strong, tentative, and weak.
Research Analyst Overview
Academic tutoring has emerged as an effective solution for children who are struggling in school. Professional tutoring offers personalized attention and a supportive environment that caters to individual learning abilities and behavioral factors. The one-on-one connect between the tutor and the child allows for a customized learning program that addresses specific academic skills and learning difficulties. The academic tutoring market focuses on enhancing a child's study skills, critical reasoning, problem-solving abilities, and work ethics. It aims to boost self-esteem, motivation, and responsibility, enabling students to perform better in tests and assignments. A customized program tailored to a child's learning style and pace can help overcome learning obstacles and improve academic performance.
Further, the learning experience is further enriched through interactive and fun methods, fostering a passion for learning. The supportive environment encourages the development of essential skills like communication, social skills, and relationships. Customized programs cater to high performing students as well, helping them excel in their subjects and build confidence. Dynamic assessment and continuous evaluation are integral parts of these customized programs, ensuring that learning remains engaging and effective. The focus on critical thinking, problem-solving, and organization tips prepares students for college and future academic endeavors.
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Market Scope
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Report Coverage
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Details
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Page number
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196
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Base year
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2023
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Historic period
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2018-2022 |
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Forecast period
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2024-2028
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Growth momentum & CAGR
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Accelerate at a CAGR of 10.8%
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Market growth 2024-2028
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USD 16.58 billion
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Market structure
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Fragmented
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YoY growth 2023-2024(%)
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9.5
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Regional analysis
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APAC, North America, Europe, South America, and Middle East and Africa
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Performing market contribution
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APAC at 36%
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Key countries
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US, China, India, Canada, UK, Japan, Germany, Singapore, South Korea, and France
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Competitive landscape
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Leading Companies, Market Positioning of Companies, Competitive Strategies, and Industry Risks
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Key companies profiled
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Action Learning Associates ltd, Action Tutoring, Ambow Education Holding Ltd., ArborBridge, Club Z Inc., Course Leap, D2L Inc., Daekyo Co. Ltd., DreamBox Learning Inc., Imagine Learning LLC, Kaplan Inc., Kumon North America Inc., Mathnasium LLC, ScootPad Corp., Stride Inc., Sylvan Learning LLC, Think and Learn Pvt. Ltd., Tutors International Ltd., Varsity Tutors LLC, and Vedantu Innovations Pvt. Ltd.
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Market dynamics
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Parent market analysis, market growth inducers and obstacles, market forecast, fast-growing and slow-growing segment analysis, COVID-19 impact and recovery analysis and future consumer dynamics, market condition analysis for the forecast period
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Customization purview
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If our market report has not included the data that you are looking for, you can reach out to our analysts and get segments customized.
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What are the Key Data Covered in this Market Research and Growth Report?
- CAGR of the market during the forecast period
- Detailed information on factors that will drive the market growth and forecasting between 2024 and 2028
- Precise estimation of the size of the market and its contribution of the market in focus to the parent market
- Accurate predictions about upcoming market growth and trends and changes in consumer behaviour
- Growth of the market across APAC, North America, Europe, South America, and Middle East and Africa
- Thorough analysis of the market's competitive landscape and detailed information about companies
- Comprehensive analysis of factors that will challenge the growth of market companies
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1 Executive Summary
- 1.1 Market overview
- Executive Summary - Chart on Market Overview
- Executive Summary - Data Table on Market Overview
- Executive Summary - Chart on Global Market Characteristics
- Executive Summary - Chart on Market by Geography
- Executive Summary - Chart on Market Segmentation by End-user
- Executive Summary - Chart on Market Segmentation by Method
- Executive Summary - Chart on Incremental Growth
- Executive Summary - Data Table on Incremental Growth
- Executive Summary - Chart on Company Market Positioning
2 Technavio Analysis
- 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- 2.2 Criticality of inputs and Factors of differentiation
- Overview on criticality of inputs and factors of differentiation
- 2.3 Factors of disruption
- Overview on factors of disruption
- 2.4 Impact of drivers and challenges
- Impact of drivers and challenges in 2023 and 2028
3 Market Landscape
- 3.1 Market ecosystem
- Parent Market
- Data Table on - Parent Market
- 3.2 Market characteristics
- Market characteristics analysis
4 Market Sizing
- 4.1 Market definition
- Offerings of companies included in the market definition
- 4.2 Market segment analysis
- 4.4 Market outlook: Forecast for 2023-2028
- Chart on Global - Market size and forecast 2023-2028 ($ million)
- Data Table on Global - Market size and forecast 2023-2028 ($ million)
- Chart on Global Market: Year-over-year growth 2023-2028 (%)
- Data Table on Global Market: Year-over-year growth 2023-2028 (%)
5 Historic Market Size
- 5.1 Global Academic Tutoring And Customized Learning Programs Market 2018 - 2022
- Historic Market Size - Data Table on Global Academic Tutoring And Customized Learning Programs Market 2018 - 2022 ($ million)
- 5.2 End-user segment analysis 2018 - 2022
- Historic Market Size - End-user Segment 2018 - 2022 ($ million)
- 5.3 Method segment analysis 2018 - 2022
- Historic Market Size - Method Segment 2018 - 2022 ($ million)
- 5.4 Geography segment analysis 2018 - 2022
- Historic Market Size - Geography Segment 2018 - 2022 ($ million)
- 5.5 Country segment analysis 2018 - 2022
- Historic Market Size - Country Segment 2018 - 2022 ($ million)
6 Qualitative Analysis
- 6.1 Impact of AI on the Global Academic Tutoring and Customized Learning Programs Market
7 Five Forces Analysis
- 7.1 Five forces summary
- Five forces analysis - Comparison between 2023 and 2028
- 7.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2023 and 2028
- 7.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2023 and 2028
- 7.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2023 and 2028
- 7.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2023 and 2028
- 7.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2023 and 2028
- 7.7 Market condition
- Chart on Market condition - Five forces 2023 and 2028
8 Market Segmentation by End-user
- 8.1 Market segments
- Chart on End-user - Market share 2023-2028 (%)
- Data Table on End-user - Market share 2023-2028 (%)
- 8.2 Comparison by End-user
- Chart on Comparison by End-user
- Data Table on Comparison by End-user
- 8.3 K-12 - Market size and forecast 2023-2028
- Chart on K-12 - Market size and forecast 2023-2028 ($ million)
- Data Table on K-12 - Market size and forecast 2023-2028 ($ million)
- Chart on K-12 - Year-over-year growth 2023-2028 (%)
- Data Table on K-12 - Year-over-year growth 2023-2028 (%)
- 8.4 Post K-12 - Market size and forecast 2023-2028
- Chart on Post K-12 - Market size and forecast 2023-2028 ($ million)
- Data Table on Post K-12 - Market size and forecast 2023-2028 ($ million)
- Chart on Post K-12 - Year-over-year growth 2023-2028 (%)
- Data Table on Post K-12 - Year-over-year growth 2023-2028 (%)
- 8.5 Market opportunity by End-user
- Market opportunity by End-user ($ million)
- Data Table on Market opportunity by End-user ($ million)
9 Market Segmentation by Method
- 9.1 Market segments
- Chart on Method - Market share 2023-2028 (%)
- Data Table on Method - Market share 2023-2028 (%)
- 9.2 Comparison by Method
- Chart on Comparison by Method
- Data Table on Comparison by Method
- 9.3 Offline - Market size and forecast 2023-2028
- Chart on Offline - Market size and forecast 2023-2028 ($ million)
- Data Table on Offline - Market size and forecast 2023-2028 ($ million)
- Chart on Offline - Year-over-year growth 2023-2028 (%)
- Data Table on Offline - Year-over-year growth 2023-2028 (%)
- 9.4 Online - Market size and forecast 2023-2028
- Chart on Online - Market size and forecast 2023-2028 ($ million)
- Data Table on Online - Market size and forecast 2023-2028 ($ million)
- Chart on Online - Year-over-year growth 2023-2028 (%)
- Data Table on Online - Year-over-year growth 2023-2028 (%)
- 9.5 Market opportunity by Method
- Market opportunity by Method ($ million)
- Data Table on Market opportunity by Method ($ million)
10 Customer Landscape
- 10.1 Customer landscape overview
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
11 Geographic Landscape
- 11.1 Geographic segmentation
- Chart on Market share by geography 2023-2028 (%)
- Data Table on Market share by geography 2023-2028 (%)
- 11.2 Geographic comparison
- Chart on Geographic comparison
- Data Table on Geographic comparison
- 11.3 APAC - Market size and forecast 2023-2028
- Chart on APAC - Market size and forecast 2023-2028 ($ million)
- Data Table on APAC - Market size and forecast 2023-2028 ($ million)
- Chart on APAC - Year-over-year growth 2023-2028 (%)
- Data Table on APAC - Year-over-year growth 2023-2028 (%)
- 11.4 North America - Market size and forecast 2023-2028
- Chart on North America - Market size and forecast 2023-2028 ($ million)
- Data Table on North America - Market size and forecast 2023-2028 ($ million)
- Chart on North America - Year-over-year growth 2023-2028 (%)
- Data Table on North America - Year-over-year growth 2023-2028 (%)
- 11.5 Europe - Market size and forecast 2023-2028
- Chart on Europe - Market size and forecast 2023-2028 ($ million)
- Data Table on Europe - Market size and forecast 2023-2028 ($ million)
- Chart on Europe - Year-over-year growth 2023-2028 (%)
- Data Table on Europe - Year-over-year growth 2023-2028 (%)
- 11.6 South America - Market size and forecast 2023-2028
- Chart on South America - Market size and forecast 2023-2028 ($ million)
- Data Table on South America - Market size and forecast 2023-2028 ($ million)
- Chart on South America - Year-over-year growth 2023-2028 (%)
- Data Table on South America - Year-over-year growth 2023-2028 (%)
- 11.7 Middle East and Africa - Market size and forecast 2023-2028
- Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
- Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
- Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
- Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
- 11.8 US - Market size and forecast 2023-2028
- Chart on US - Market size and forecast 2023-2028 ($ million)
- Data Table on US - Market size and forecast 2023-2028 ($ million)
- Chart on US - Year-over-year growth 2023-2028 (%)
- Data Table on US - Year-over-year growth 2023-2028 (%)
- 11.9 China - Market size and forecast 2023-2028
- Chart on China - Market size and forecast 2023-2028 ($ million)
- Data Table on China - Market size and forecast 2023-2028 ($ million)
- Chart on China - Year-over-year growth 2023-2028 (%)
- Data Table on China - Year-over-year growth 2023-2028 (%)
- 11.10 India - Market size and forecast 2023-2028
- Chart on India - Market size and forecast 2023-2028 ($ million)
- Data Table on India - Market size and forecast 2023-2028 ($ million)
- Chart on India - Year-over-year growth 2023-2028 (%)
- Data Table on India - Year-over-year growth 2023-2028 (%)
- 11.11 Canada - Market size and forecast 2023-2028
- Chart on Canada - Market size and forecast 2023-2028 ($ million)
- Data Table on Canada - Market size and forecast 2023-2028 ($ million)
- Chart on Canada - Year-over-year growth 2023-2028 (%)
- Data Table on Canada - Year-over-year growth 2023-2028 (%)
- 11.12 UK - Market size and forecast 2023-2028
- Chart on UK - Market size and forecast 2023-2028 ($ million)
- Data Table on UK - Market size and forecast 2023-2028 ($ million)
- Chart on UK - Year-over-year growth 2023-2028 (%)
- Data Table on UK - Year-over-year growth 2023-2028 (%)
- 11.13 Japan - Market size and forecast 2023-2028
- Chart on Japan - Market size and forecast 2023-2028 ($ million)
- Data Table on Japan - Market size and forecast 2023-2028 ($ million)
- Chart on Japan - Year-over-year growth 2023-2028 (%)
- Data Table on Japan - Year-over-year growth 2023-2028 (%)
- 11.14 Germany - Market size and forecast 2023-2028
- Chart on Germany - Market size and forecast 2023-2028 ($ million)
- Data Table on Germany - Market size and forecast 2023-2028 ($ million)
- Chart on Germany - Year-over-year growth 2023-2028 (%)
- Data Table on Germany - Year-over-year growth 2023-2028 (%)
- 11.15 Singapore - Market size and forecast 2023-2028
- Chart on Singapore - Market size and forecast 2023-2028 ($ million)
- Data Table on Singapore - Market size and forecast 2023-2028 ($ million)
- Chart on Singapore - Year-over-year growth 2023-2028 (%)
- Data Table on Singapore - Year-over-year growth 2023-2028 (%)
- 11.16 South Korea - Market size and forecast 2023-2028
- Chart on South Korea - Market size and forecast 2023-2028 ($ million)
- Data Table on South Korea - Market size and forecast 2023-2028 ($ million)
- Chart on South Korea - Year-over-year growth 2023-2028 (%)
- Data Table on South Korea - Year-over-year growth 2023-2028 (%)
- 11.17 France - Market size and forecast 2023-2028
- Chart on France - Market size and forecast 2023-2028 ($ million)
- Data Table on France - Market size and forecast 2023-2028 ($ million)
- Chart on France - Year-over-year growth 2023-2028 (%)
- Data Table on France - Year-over-year growth 2023-2028 (%)
- 11.18 Market opportunity by geography
- Market opportunity by geography ($ million)
- Data Tables on Market opportunity by geography ($ million)
12 Drivers, Challenges, and Opportunity/Restraints
- 12.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2023 and 2028
- 12.4 Market opportunities/restraints
13 Competitive Landscape
- 13.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
- 13.3 Landscape disruption
- Overview on factors of disruption
- 13.4 Industry risks
- Impact of key risks on business
14 Competitive Analysis
- 14.2 Company ranking index
- 14.3 Market positioning of companies
- Matrix on companies position and classification
- 14.4 Ambow Education Holding Ltd.
- Ambow Education Holding Ltd. - Overview
- Ambow Education Holding Ltd. - Product / Service
- Ambow Education Holding Ltd. - Key offerings
- SWOT
- 14.5 ArborBridge
- ArborBridge - Overview
- ArborBridge - Product / Service
- ArborBridge - Key offerings
- SWOT
- 14.6 Club Z Inc.
- Club Z Inc. - Overview
- Club Z Inc. - Product / Service
- Club Z Inc. - Key offerings
- SWOT
- 14.7 D2L Inc.
- D2L Inc. - Overview
- D2L Inc. - Product / Service
- D2L Inc. - Key news
- D2L Inc. - Key offerings
- SWOT
- 14.8 Daekyo Co. Ltd.
- Daekyo Co. Ltd. - Overview
- Daekyo Co. Ltd. - Product / Service
- Daekyo Co. Ltd. - Key offerings
- SWOT
- 14.9 DreamBox Learning Inc.
- DreamBox Learning Inc. - Overview
- DreamBox Learning Inc. - Product / Service
- DreamBox Learning Inc. - Key offerings
- SWOT
- 14.10 Imagine Learning LLC
- Imagine Learning LLC - Overview
- Imagine Learning LLC - Product / Service
- Imagine Learning LLC - Key offerings
- SWOT
- 14.11 Kaplan Inc.
- Kaplan Inc. - Overview
- Kaplan Inc. - Product / Service
- Kaplan Inc. - Key offerings
- SWOT
- 14.12 Kumon North America Inc.
- Kumon North America Inc. - Overview
- Kumon North America Inc. - Product / Service
- Kumon North America Inc. - Key offerings
- SWOT
- 14.13 Mathnasium LLC
- Mathnasium LLC - Overview
- Mathnasium LLC - Product / Service
- Mathnasium LLC - Key offerings
- SWOT
- 14.14 Stride Inc.
- Stride Inc. - Overview
- Stride Inc. - Product / Service
- Stride Inc. - Key offerings
- SWOT
- 14.15 Sylvan Learning LLC
- Sylvan Learning LLC - Overview
- Sylvan Learning LLC - Product / Service
- Sylvan Learning LLC - Key offerings
- SWOT
- 14.16 Think and Learn Pvt. Ltd.
- Think and Learn Pvt. Ltd. - Overview
- Think and Learn Pvt. Ltd. - Product / Service
- Think and Learn Pvt. Ltd. - Key offerings
- SWOT
- 14.17 Varsity Tutors LLC
- Varsity Tutors LLC - Overview
- Varsity Tutors LLC - Product / Service
- Varsity Tutors LLC - Key offerings
- SWOT
- 14.18 Vedantu Innovations Pvt. Ltd.
- Vedantu Innovations Pvt. Ltd. - Overview
- Vedantu Innovations Pvt. Ltd. - Product / Service
- Vedantu Innovations Pvt. Ltd. - Key offerings
- SWOT
15 Appendix
- 15.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
- 15.3 Currency conversion rates for US$
- Currency conversion rates for US$
- 15.4 Research methodology
- 15.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
- 15.9 360 degree market analysis
- 360 degree market analysis
- 15.10 List of abbreviations
Research Framework
Technavio presents a detailed picture of the market by way of study, synthesis, and summation of data from multiple sources. The analysts have presented the various facets of the market with a particular focus on identifying the key industry influencers. The data thus presented is comprehensive, reliable, and the result of extensive research, both primary and secondary.
INFORMATION SOURCES
Primary sources
- Manufacturers and suppliers
- Channel partners
- Industry experts
- Strategic decision makers
Secondary sources
- Industry journals and periodicals
- Government data
- Financial reports of key industry players
- Historical data
- Press releases
DATA ANALYSIS
Data Synthesis
- Collation of data
- Estimation of key figures
- Analysis of derived insights
Data Validation
- Triangulation with data models
- Reference against proprietary databases
- Corroboration with industry experts
REPORT WRITING
Qualitative
- Market drivers
- Market challenges
- Market trends
- Five forces analysis
Quantitative
- Market size and forecast
- Market segmentation
- Geographical insights
- Competitive landscape
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