16 datasets found
  1. m

    Kazakhstan Teacher Workforce Dynamics Dataset (2015–2024)

    • data.mendeley.com
    Updated Sep 10, 2025
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    Anel Tarakbay (2025). Kazakhstan Teacher Workforce Dynamics Dataset (2015–2024) [Dataset]. http://doi.org/10.17632/gd5v8x6rh9.1
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    Dataset updated
    Sep 10, 2025
    Authors
    Anel Tarakbay
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    Kazakhstan
    Description

    The dataset contains detailed information on teacher workforce dynamics in Kazakhstan from 2015 through 2024. It includes annual measures of teacher exits, turnover, retention, and cohort survival rates. The data cover the entire population of public-school teachers across 4,919 settlements, 212 districts (raions) and 20 administrative regions of Kazakhstan. The dataset was derived from the Kazakhstan National Education Database (NEDB), which provides official administrative records of schools, students and teachers. The dataset is intended to support research on workforce planning, teacher mobility, education policy, and long-term staffing needs.

    – This dataset consists of nine structured tables derived from aggregated teacher-level records for the period 2015–2024. The tables are provided in .csv format and can be found in the Dataset/tables folder. Each table presents indicators such as exit counts, retention rates, turnover rates, and cohort-based retention patterns. – A detailed variable description is available in the accompanying Dataset/tables/Codebook.xlsx, which explains all geographic identifiers, demographic categories, and indicator definitions. Each table is linked to a visualization (bar charts, line graphs, heatmaps) that highlights the main workforce dynamics by year, region, or demographic group. These figures are stored in the Dataset/data/visualizationsfolder and correspond to the table numbering for easy cross-reference. – The Dataset/code folder contains the Python scripts (.ipynb) used for data cleaning, aggregation, and indicator calculation, along with a README.txt file documenting the workflow and formulas used. The dataset enables users to investigate teacher retention and turnover across time, geographic scales (settlements, districts, oblasts), and age groups (<30, 30–39, 40–49, 50+). Researchers can replicate the analysis or extend it using the provided scripts. All data are anonymized and aggregated to protect individual confidentiality.

  2. U.S. number of teachers and educational staff quitting the profession...

    • statista.com
    Updated Nov 28, 2025
    + more versions
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    Statista (2025). U.S. number of teachers and educational staff quitting the profession 2021-2025 [Dataset]. https://www.statista.com/statistics/1316372/number-quits-educational-staff-seasonally-adjusted/
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    Dataset updated
    Nov 28, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Aug 2021 - Aug 2025
    Area covered
    United States
    Description

    In August 2025, about ****** teachers and other private educational staff quit their jobs in the United States. The number of quits among staff in the educational services industry reached its highest point since the beginning of the COVID-19 pandemic in April 2022. The number of quits dropped during the first months of the pandemic, but started to rise again towards the end of 2020.

  3. School workforce in England - Teacher retention

    • explore-education-statistics.service.gov.uk
    Updated Jun 6, 2024
    + more versions
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    Department for Education (2024). School workforce in England - Teacher retention [Dataset]. https://explore-education-statistics.service.gov.uk/data-catalogue/data-set/a7cbf34c-9a81-4643-aba8-45b78e3e9809
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    Dataset updated
    Jun 6, 2024
    Dataset authored and provided by
    Department for Educationhttps://gov.uk/dfe
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Description

    Percentage of teachers remaining in state-funded schools in England in the years following obtaining their Qualified Teacher Status (QTS), by year of gaining QTS

  4. School workforce in England: November 2024

    • gov.uk
    Updated Jun 5, 2025
    + more versions
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    Department for Education (2025). School workforce in England: November 2024 [Dataset]. https://www.gov.uk/government/statistics/school-workforce-in-england-november-2024
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    Dataset updated
    Jun 5, 2025
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    Department for Education
    Area covered
    England
    Description

    This publication includes:

    • headcount and full time equivalent (FTE) numbers of teachers and support staff in service
    • characteristics of teachers and support staff, including sex, age and ethnic group
    • pupil-to-teacher ratios
    • number of entrants to, and leavers from, teaching
    • teacher retention
    • teacher retirements
    • teachers’ pay
    • teachers’ qualifications
    • curriculum taught by secondary school teachers
    • teacher vacancies
    • teacher sickness absence
    • teachers’ pension scheme first awards

    The release includes information at national, regional and local authority levels and associated data files at school level.

  5. c

    Data from: Using Worker Flows to Assess the Stability of the Early Childcare...

    • clevelandfed.org
    Updated Jan 19, 2024
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    Federal Reserve Bank of Cleveland (2024). Using Worker Flows to Assess the Stability of the Early Childcare and Education Workforce, 2010-2022 [Dataset]. https://www.clevelandfed.org/publications/cd-reports/2024/20240119-childcare-and-education-workforce
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    Dataset updated
    Jan 19, 2024
    Dataset authored and provided by
    Federal Reserve Bank of Cleveland
    Description

    Turnover is a particular problem among childcare workers and less so among preschool and kindergarten teachers. In 2022, turnover in childcare work was about 65 percent higher than in a typical job, while attrition among preschool and kindergarten teachers was on par with the typical occupation.

  6. D

    Substitute Teacher Staffing Market Research Report 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Oct 1, 2025
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    Dataintelo (2025). Substitute Teacher Staffing Market Research Report 2033 [Dataset]. https://dataintelo.com/report/substitute-teacher-staffing-market
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    pdf, csv, pptxAvailable download formats
    Dataset updated
    Oct 1, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Substitute Teacher Staffing Market Outlook



    As per our latest research, the global substitute teacher staffing market size reached USD 2.3 billion in 2024, reflecting a robust demand for flexible educational staffing solutions worldwide. The market is anticipated to grow at a CAGR of 7.6% from 2025 to 2033, projecting a market value of USD 4.5 billion by 2033. This growth is primarily driven by increasing teacher absenteeism, evolving educational standards, and the rising adoption of digital recruitment platforms, which have collectively transformed the landscape of substitute teacher staffing services.




    A significant growth factor for the substitute teacher staffing market is the persistent challenge of teacher shortages and absenteeism across both developed and developing nations. Educational institutions are facing unprecedented pressures due to increased teacher turnover, burnout, and the need for specialized skills to address diverse student populations. As a result, schools are increasingly relying on substitute teacher staffing services to ensure continuity in classroom learning. The proliferation of flexible staffing models allows institutions to address immediate gaps without compromising educational quality, thereby fueling the demand for both short-term and long-term substitute staffing solutions.




    Technological advancements and the integration of digital recruitment channels have further accelerated market growth. The rise of online platforms and mobile applications dedicated to educational staffing has streamlined the process of matching qualified substitute teachers with schools in real time. These digital solutions offer transparency, efficiency, and scalability, making it easier for educational institutions to access a broad pool of vetted candidates. Additionally, the ability to track performance metrics and compliance through digital platforms has enhanced accountability, fostering greater trust and adoption among schools and districts.




    Evolving educational policies and the increasing emphasis on inclusive education are also significant contributors to market expansion. Governments and educational boards are mandating minimum staffing requirements and encouraging the use of certified substitutes, particularly in special education and higher education settings. This regulatory push, combined with the growing complexity of classroom needs, has led to a surge in demand for specialized substitute teachers capable of addressing diverse learning environments. As educational institutions strive to maintain high standards and meet regulatory compliance, the reliance on professional substitute staffing services is expected to intensify.




    From a regional perspective, North America continues to dominate the substitute teacher staffing market, accounting for the largest revenue share in 2024, followed by Europe and Asia Pacific. The United States, in particular, has a well-established ecosystem of staffing agencies and digital recruitment platforms, driven by significant investments in educational infrastructure and technology. Meanwhile, emerging markets in Asia Pacific and Latin America are witnessing rapid growth, fueled by expanding educational sectors and increasing adoption of modern staffing solutions. The Middle East & Africa region is also showing promising potential, with governments investing in educational reforms and workforce development initiatives to address regional teacher shortages.



    Service Type Analysis



    The substitute teacher staffing market by service type includes short-term staffing, long-term staffing, and emergency staffing. Short-term staffing remains the most prevalent service, addressing temporary teacher absences due to illness, personal leave, or professional development. Schools increasingly prefer short-term substitutes to maintain instructional continuity and minimize disruptions. The flexibility and quick turnaround offered by short-term staffing services have made them indispensable for school administrators, especially in urban and high-density educational settings. As the frequency of teacher absences continues to rise, the demand for reliable short-term staffing solutions is expected to remain strong.




    Long-term staffing services are gaining traction as schools face extended teacher absences resulting from maternity leave, medical conditions, or professional sabbaticals. Unlike short-term substitute

  7. G

    Teacher Coaching Platforms Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Sep 1, 2025
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    Growth Market Reports (2025). Teacher Coaching Platforms Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/teacher-coaching-platforms-market
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    csv, pdf, pptxAvailable download formats
    Dataset updated
    Sep 1, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Teacher Coaching Platforms Market Outlook



    According to our latest research, the global teacher coaching platforms market size reached USD 2.1 billion in 2024, with robust momentum driven by the digital transformation of education and the increasing emphasis on continuous professional development for educators. The market is projected to grow at a compelling CAGR of 14.2% from 2025 to 2033, reaching an estimated USD 6.1 billion by 2033. This growth is primarily fueled by the rising adoption of technology-enabled learning solutions, increased investments in educational infrastructure, and the growing demand for personalized teacher development programs worldwide.




    One of the major growth factors propelling the teacher coaching platforms market is the global shift toward digital education methodologies. As educational institutions and corporate organizations increasingly recognize the value of ongoing teacher training, there is a surging demand for scalable, data-driven platforms that facilitate personalized coaching and professional development. The integration of artificial intelligence and analytics into these platforms enables administrators to track progress, assess teaching efficacy, and tailor coaching interventions to the unique needs of each educator. This digital transformation not only enhances the quality of teaching but also supports educators in adapting to evolving curricula and pedagogical standards, thereby driving sustained market expansion.




    Another significant driver is the growing emphasis on teacher retention and job satisfaction. High attrition rates among teachers, particularly in K-12 and higher education, have prompted school districts and universities to invest in comprehensive coaching and mentoring solutions. Teacher coaching platforms provide structured feedback, peer collaboration tools, and access to best practices, all of which contribute to a more supportive and engaging professional environment. As education systems worldwide grapple with teacher shortages and the need for rapid upskilling, these platforms are becoming indispensable for fostering a culture of continuous improvement and career growth among educators.




    Furthermore, government initiatives and public-private partnerships are playing a pivotal role in accelerating the adoption of teacher coaching platforms. Many countries are implementing national digital education strategies and allocating substantial funding to enhance teacher training infrastructure. These initiatives often include mandates for technology integration, professional learning communities, and evidence-based instructional practices, all of which are facilitated by advanced coaching platforms. As a result, vendors are witnessing increased demand from both public and private educational sectors, further boosting the marketÂ’s growth trajectory.




    From a regional perspective, North America currently dominates the teacher coaching platforms market, accounting for the largest share in 2024. This leadership is attributed to the regionÂ’s advanced digital infrastructure, high education technology adoption rates, and strong presence of leading platform providers. However, Asia Pacific is emerging as the fastest-growing region, driven by rapid digitalization in education, government-backed teacher training initiatives, and the expanding footprint of global and local edtech companies. Europe also presents significant growth opportunities, particularly in countries investing heavily in teacher professional development and digital transformation of educational institutions.



    In addition to these advancements, Learning Habit Coaching Platforms are emerging as a crucial component in the educational technology landscape. These platforms are designed to foster effective learning habits among educators and students alike, promoting a culture of continuous improvement and self-directed learning. By integrating features such as goal setting, progress tracking, and personalized feedback, these platforms empower users to take charge of their learning journeys. As educational institutions strive to enhance teaching efficacy and student outcomes, the adoption of learning habit coaching platforms is expected to rise, complementing existing teacher coaching solutions and contributing to the overall growth of the edtech market.



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  8. Teacher and leader development: ECF and NPQs - ECF retention 2024-25

    • explore-education-statistics.service.gov.uk
    Updated Jul 10, 2025
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    Department for Education (2025). Teacher and leader development: ECF and NPQs - ECF retention 2024-25 [Dataset]. https://explore-education-statistics.service.gov.uk/data-catalogue/data-set/acaa93da-978f-453d-bc19-b0a00b71d709
    Explore at:
    Dataset updated
    Jul 10, 2025
    Dataset authored and provided by
    Department for Educationhttps://gov.uk/dfe
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Description

    ECTs participating in ECF-based induction who were retained in the SWC after one year, two years and three years, broken down by program type, region, school phase, school type, age group, sex, ethnicity, grade and working pattern.

  9. D

    Teacher Professional Development Market Research Report 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Sep 30, 2025
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    Dataintelo (2025). Teacher Professional Development Market Research Report 2033 [Dataset]. https://dataintelo.com/report/teacher-professional-development-market
    Explore at:
    csv, pdf, pptxAvailable download formats
    Dataset updated
    Sep 30, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Teacher Professional Development Market Outlook



    According to our latest research, the global Teacher Professional Development market size reached USD 6.8 billion in 2024, demonstrating robust demand for continuous upskilling among educators worldwide. The market is forecasted to grow at a CAGR of 7.2% from 2025 to 2033, culminating in a projected value of USD 12.9 billion by 2033. This impressive growth is driven by the rising emphasis on quality education, technological advancements in teaching methodologies, and increased government initiatives supporting lifelong learning for educators. As per our extensive market analysis, the demand for innovative teacher training solutions is reshaping the global education landscape, ensuring that teachers are equipped to meet evolving student needs and curriculum standards.




    Several key factors are fueling the expansion of the Teacher Professional Development market. Firstly, the rapid integration of digital technologies in classrooms is compelling educational institutions to invest in ongoing teacher training. The proliferation of e-learning platforms, digital assessment tools, and interactive content requires educators to continuously update their skills. Additionally, the shift towards competency-based and personalized learning models necessitates a deeper understanding of differentiated instruction, assessment strategies, and the use of data-driven insights. Governments and educational authorities worldwide are also mandating regular professional development as part of teacher certification and retention policies, further accelerating market growth.




    Another significant growth factor is the increasing recognition of the impact of teacher quality on student outcomes. Numerous studies have demonstrated a direct correlation between effective teacher professional development and improved student achievement. As a result, school districts, higher education institutions, and vocational training centers are prioritizing investment in comprehensive training programs. The emergence of collaborative learning communities, peer coaching, and mentorship initiatives is enhancing the effectiveness of professional development, fostering a culture of continuous improvement and reflective practice among educators. Furthermore, the growing demand for specialized training in areas such as inclusive education, STEM, and social-emotional learning is expanding the scope of the market.




    The COVID-19 pandemic has also acted as a catalyst for the Teacher Professional Development market. The sudden transition to remote and hybrid learning models exposed gaps in digital literacy among teachers, prompting urgent investments in online training solutions. As educational institutions adapt to the new normal, there is a sustained focus on building teacher capacity for technology integration, virtual classroom management, and innovative pedagogical approaches. The rise of micro-credentialing and modular learning paths is enabling educators to tailor their professional development journeys, driving adoption and engagement across diverse segments of the market.




    Regionally, North America and Europe are leading the market, supported by strong policy frameworks, high education budgets, and a mature ecosystem of professional development providers. The Asia Pacific region is witnessing the fastest growth, fueled by rapid educational reforms, increasing digital penetration, and large-scale government initiatives aimed at improving teacher quality. Latin America and the Middle East & Africa are also experiencing steady growth, driven by efforts to address teacher shortages and enhance instructional effectiveness. The global nature of educational challenges and the universal need for teacher upskilling are ensuring sustained demand across both developed and emerging markets.



    Type Analysis



    The Type segment of the Teacher Professional Development market encompasses a diverse range of formats, including workshops, online courses, seminars and conferences, collaborative learning, and others. Workshops remain a cornerstone of teacher training, offering hands-on, practical experiences that facilitate skill acquisition and immediate classroom application. These sessions are often designed around specific pedagogical themes, curriculum updates, or technology integration, providing educators with actionable insights and resources. The interactive nature of workshops encourages active participation, peer learning,

  10. D

    Classroom Observation Software Market Research Report 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Sep 30, 2025
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    Dataintelo (2025). Classroom Observation Software Market Research Report 2033 [Dataset]. https://dataintelo.com/report/classroom-observation-software-market
    Explore at:
    pptx, pdf, csvAvailable download formats
    Dataset updated
    Sep 30, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Classroom Observation Software Market Outlook



    According to our latest research, the global classroom observation software market size reached USD 1.32 billion in 2024, with robust growth propelled by the increasing demand for data-driven teaching evaluation and professional development solutions. The market is exhibiting a strong compound annual growth rate (CAGR) of 12.8% and is forecasted to reach USD 3.62 billion by 2033. This surge is largely attributed to the integration of digital transformation initiatives within educational institutions worldwide, as well as the growing emphasis on improving instructional quality and student outcomes through advanced analytics and real-time feedback mechanisms.




    One of the primary growth drivers for the classroom observation software market is the widespread adoption of digital tools and platforms in the education sector. As educators and administrators strive to enhance teaching effectiveness, classroom observation software provides a systematic approach to evaluating instructional practices, identifying areas for improvement, and fostering continuous professional development. The integration of artificial intelligence and machine learning capabilities within these solutions further amplifies their value, enabling automated data collection, insightful analytics, and personalized recommendations for teachers. This shift towards data-driven decision-making is revolutionizing the way educational quality is monitored and improved, making classroom observation software an indispensable asset for modern educational institutions.




    Another significant factor fueling market expansion is the increasing focus on teacher accountability and student performance outcomes. Governments and educational authorities across the globe are instituting rigorous evaluation frameworks that necessitate the use of reliable, scalable, and efficient observation tools. Classroom observation software not only streamlines the evaluation process but also ensures transparency, consistency, and objectivity in teacher assessments. Moreover, the software's ability to facilitate remote observations and support hybrid learning environments has become especially critical in the post-pandemic era, where flexibility and adaptability are paramount. As a result, both K-12 and higher education institutions are investing heavily in these solutions to meet regulatory requirements and achieve educational excellence.




    The proliferation of professional development programs and the rising demand for personalized learning experiences are also contributing to the market's rapid growth. Classroom observation software enables targeted feedback and tailored coaching for educators, fostering a culture of continuous improvement and collaboration. By leveraging real-time insights and longitudinal data, schools and training centers can design effective intervention strategies, enhance teacher retention, and ultimately improve student learning outcomes. Additionally, the expanding corporate training landscape is opening new avenues for market players, as organizations seek to optimize workforce development through structured observation and feedback mechanisms.




    From a regional perspective, North America continues to dominate the classroom observation software market, driven by substantial investments in educational technology, well-established digital infrastructure, and progressive policy frameworks. However, the Asia Pacific region is emerging as a lucrative market, exhibiting the highest growth rate due to rapid digitization, increasing government support for educational reforms, and a burgeoning population of tech-savvy students and educators. Europe and the Middle East & Africa are also witnessing steady adoption, with institutions prioritizing quality assurance and professional development initiatives. As global education systems evolve, the demand for advanced classroom observation solutions is expected to remain robust across all major regions.



    Component Analysis



    The classroom observation software market is segmented by component into software and services, each playing a pivotal role in shaping the market landscape. The software segment, which encompasses standalone and integrated observation platforms, currently accounts for the largest market share. These platforms offer a wide array of features, including customizable observation templates, real-time data capture, automated reporting, and advanced anal

  11. US Early Childhood Education Market Analysis, Size, and Forecast 2025-2029

    • technavio.com
    pdf
    Updated Mar 21, 2025
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    Technavio (2025). US Early Childhood Education Market Analysis, Size, and Forecast 2025-2029 [Dataset]. https://www.technavio.com/report/us-early-childhood-education-market-industry-analysis
    Explore at:
    pdfAvailable download formats
    Dataset updated
    Mar 21, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    License

    https://www.technavio.com/content/privacy-noticehttps://www.technavio.com/content/privacy-notice

    Time period covered
    2025 - 2029
    Description

    Snapshot img

    US Early Childhood Education Market Size 2025-2029

    The US early childhood education market size is forecast to increase by USD 5.37 billion at a CAGR of 4.1% between 2024 and 2029.

    The market is experiencing significant growth due to several key factors. One major trend is the increasing number of parents returning to the workforce, leading to a rising demand for high-quality early childhood education programs. Another growth driver is the launch of new education initiatives aimed at improving early childhood development and preparing children for future academic success. The child education system is evolving, with technology-driven innovations such as artificial intelligence, machine learning, applied learning, and personalized learning playing a significant role. However, the market also faces challenges such as workforce shortages and high turnover rates, which can impact the quality of education and consistency for children. Addressing these challenges through strategies like increased funding for teacher training and retention programs will be crucial for the continued growth of the market.
    

    What will be the Size of the market During the Forecast Period?

    Request Free Sample

    The market encompasses a range of services and programs designed to foster psychological, social, emotional, and biological development in young children. With a growing awareness among parents and policymakers of the importance of early childhood development, the market has seen significant activity in recent years. Play-based learning, social development, and emotional preparedness are key focus areas, with an emphasis on creating high-quality learning environments that support childcare workforce professional development and early literacy, numeracy, and creativity. 
    
    
    Early intervention programs address developmental milestones and special needs, while preschool enrollment and kindergarten programs aim to ensure school readiness. Funding and subsidies play a crucial role in making early childhood education more accessible and affordable for working parents. Innovation In the sector includes the integration of technology such as augmented reality and virtual reality, dual language programs, and social-emotional learning. Overall, the market continues to evolve, driven by ongoing research and a commitment to providing comprehensive, developmentally appropriate programs for young children.
    

    How is this market segmented and which is the largest segment?

    The market research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

    School Level
    
      Preschool
      Kindergarten
      Day care
    
    
    Sector
    
      Public
      Private
    
    
    Type
    
      Full work day
      Part day
      Full school day
    
    
    Geography
    
      US
    

    By School Level Insights

    The preschool segment is estimated to witness significant growth during the forecast period. A key feature of preschools is their structured learning environment, which emphasizes early academic concepts. This structured approach helps children develop foundational literacy, numeracy, and cognitive skills. Additionally, preschools incorporate play-based learning, which encourages exploration and creativity. This method of learning through play is fundamental to preschool education, as it fosters a love for learning and supports the development of critical thinking skills.
    

    Get a glance at the market report of share of various segments Request Free Sample

    Market Dynamics

    Our market researchers analyzed the data with 2024 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.

    What are the key market drivers leading to the rise in adoption of US Early Childhood Education Market?

    Rising parental workforce participation is the key driver of the market. The Early Childhood Education (ECE) market In the US is experiencing significant growth due to the increasing number of earning parents. According to the US Bureau of Labor Statistics, the percentage of children under six with both parents In the workforce increased from 65% in 2015 to 69% in 2023. This trend is particularly prominent in MidWestern and North Eastern states. This shift in workforce demographics has led to a heightened demand for dependable and superior ECE programs. Trained professionals, comprehensive child development, and evidence-based practices are becoming essential components of these programs. Early childhood learning is recognized as crucial during the impressionable age, and educational institutions are integrating technology-integrated classrooms, interactive whiteboards, online learning platforms, educational apps, and self-directed play to cater to individual needs.
    State-run ce
    
  12. School Education in New Zealand - Market Research Report (2015-2030)

    • ibisworld.com
    Updated Jan 24, 2025
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    IBISWorld (2025). School Education in New Zealand - Market Research Report (2015-2030) [Dataset]. https://www.ibisworld.com/new-zealand/industry/school-education/741
    Explore at:
    Dataset updated
    Jan 24, 2025
    Dataset authored and provided by
    IBISWorld
    License

    https://www.ibisworld.com/about/termsofuse/https://www.ibisworld.com/about/termsofuse/

    Time period covered
    2015 - 2030
    Area covered
    New Zealand
    Description

    New Zealand law states that formal education is compulsory for children aged 6 to 16 and free for most students. The education system comprises three main types of primary and secondary schools: state schools owned and funded by the government, state-integrated schools (schools with a special character integrated into the public school system) and private or independent schools. Approximately 85% of New Zealand children attend state schools and just over 11% attend state-integrated schools. State-integrated schools include Catholic, Steiner and Montessori schools. Funding for education has improved in New Zealand over the five years through 2024-25, boosting revenue for the industry by an anticipated annualised 3.9% over this time to $12.9 billion. The lion's share of this extra funding was allocated initially in 2020-21 in response to the pandemic and the need to migrate education services online. More recently, revenue has grown at an estimated 4.4% in 2024-25 as the population aged 14 and younger has risen, bringing with it more impressive enrolment numbers and, in turn, elevated funding. Most schools in the industry do not record a profit. Instead, they report a surplus used to hire additional teachers outside the government budget. This surplus can come from charitable donations or non-compulsory student fees for government schools. Private schools, on the other hand, are afforded additional revenue streams through enrolment fees paid by students' families. These additional funds are then spent on offering staff higher wages or reputation-enhancing endeavours supporting elite sporting programs. In the coming years, the industry will struggle with falling teacher numbers and swelling enrolment numbers, generating significant demand for schools to expand their number of classes to accommodate. More intermediate and high schools will merge, allowing for more efficient use of funding, which is projected to strengthen at an annualised 0.5% through the end of 2029-30, reaching $13.2 billion.

  13. School leadership in England: characteristics and trends

    • gov.uk
    Updated Oct 2, 2025
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    Department for Education (2025). School leadership in England: characteristics and trends [Dataset]. https://www.gov.uk/government/publications/school-leadership-in-england-2010-to-2020-characteristics-and-trends
    Explore at:
    Dataset updated
    Oct 2, 2025
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    Department for Education
    Description

    The ‘School leadership 2010 to 2020: characteristics and trends – report’ provides a detailed analysis of data available in the school workforce census to improve our understanding of school leaders.

    It covers:

    • the size and structure of the teaching and leadership population
    • characteristics of teachers in leadership roles
    • progression to and retention in leadership roles

    The addendum to the report contains additional figures to provide further clarity on leadership retention.

    ‘School leadership retention 2024’ updates some of the leadership retention tables for headteachers, deputy headteachers and assistant headteachers using the latest-available school workforce census data.

  14. G

    Education & Learning Analytics Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Sep 1, 2025
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    Growth Market Reports (2025). Education & Learning Analytics Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/education-learning-analytics-market-global-industry-analysis
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    pptx, pdf, csvAvailable download formats
    Dataset updated
    Sep 1, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Education & Learning Analytics Market Outlook



    According to our latest research, the global Education & Learning Analytics market size reached USD 7.4 billion in 2024, reflecting a robust growth trajectory driven by the increasing adoption of digital learning solutions and data-driven educational strategies. The market is expected to expand at a CAGR of 17.2% from 2025 to 2033, reaching a projected value of USD 27.5 billion by 2033. This sustained growth is primarily attributed to the rising demand for personalized learning experiences, the proliferation of e-learning platforms, and the growing emphasis on performance optimization in educational institutions and corporate learning environments.




    A key growth factor for the Education & Learning Analytics market is the widespread integration of digital technologies in both academic and corporate training sectors. As educational institutions and businesses increasingly shift towards blended and fully online learning models, the need for actionable insights derived from learning data has become paramount. Learning analytics enables educators and administrators to monitor student engagement, assess learning outcomes, and tailor instructional strategies to individual needs. This data-centric approach not only enhances student performance but also supports institutions in achieving higher retention and graduation rates. The rapid deployment of learning management systems (LMS) and education technology platforms globally further accelerates the adoption of analytics solutions, making data-driven decision-making a foundational pillar of modern education.




    Another significant driver propelling the growth of the Education & Learning Analytics market is the rising focus on curriculum development and instructional design optimization. Educational institutions are leveraging analytics tools to evaluate the effectiveness of curricula, identify gaps in course content, and align teaching methodologies with evolving industry standards. By harnessing data collected from various touchpoints—such as assessments, classroom interactions, and digital resource usage—educators can make informed adjustments to course materials and teaching techniques. This iterative process not only improves learning outcomes but also enhances the overall quality and relevance of education. Furthermore, the increasing collaboration between educational technology providers and academic institutions is fostering the development of advanced analytics solutions tailored to specific curriculum needs.




    Additionally, the growing importance of people acquisition and retention in both academic and corporate settings is fueling demand for sophisticated learning analytics platforms. Organizations are increasingly utilizing analytics to identify high-potential learners, monitor employee progress, and design targeted training interventions that foster skill development and career advancement. In educational institutions, analytics-driven insights help identify at-risk students, enabling timely interventions that improve retention rates and academic success. The ability to track learning pathways, measure engagement, and personalize learning experiences is becoming a critical differentiator for institutions seeking to attract and retain top talent, whether students or employees. This trend is further amplified by the global shift towards lifelong learning and continuous professional development.



    In the rapidly evolving landscape of education, Student Analytics is becoming an indispensable tool for educators and administrators alike. By harnessing the power of data, institutions can gain a deeper understanding of student behavior, learning patterns, and academic performance. This insight allows for the development of targeted interventions that can significantly enhance student success rates. Moreover, Student Analytics can help identify at-risk students early, enabling timely support and resources to be deployed, thereby improving retention and graduation rates. As educational institutions continue to embrace digital transformation, the integration of Student Analytics into their systems is proving to be a game-changer, fostering a more personalized and effective learning environment.




    From a regional perspective, North America currently dominates the Education & Learning Analytics market, accounting for the l

  15. G

    Gamification in Education Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Sep 1, 2025
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    Growth Market Reports (2025). Gamification in Education Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/gamification-in-education-market
    Explore at:
    pdf, csv, pptxAvailable download formats
    Dataset updated
    Sep 1, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Gamification in Education Market Outlook




    According to our latest research, the global Gamification in Education market size reached USD 1.89 billion in 2024, demonstrating robust momentum as educational institutions and enterprises increasingly adopt game-based learning solutions. The market is expected to grow at a compound annual growth rate (CAGR) of 25.8% from 2025 to 2033, propelling the market value to an estimated USD 14.6 billion by 2033. This impressive expansion is primarily driven by the rising demand for engaging, interactive learning experiences that enhance student motivation and knowledge retention across diverse educational contexts.




    One of the primary growth factors fueling the Gamification in Education market is the increasing recognition of the effectiveness of gamified learning methodologies in improving educational outcomes. Traditional teaching methods often struggle to maintain learner engagement, particularly in remote or digital environments. By integrating elements such as point scoring, leaderboards, badges, and interactive challenges, gamification transforms passive learning into an active, participatory process. This approach not only fosters higher levels of motivation and attention among students but also encourages healthy competition and collaborative problem-solving. As educational stakeholders witness measurable improvements in student performance and retention rates, the adoption of gamification platforms and solutions continues to gain significant traction worldwide.




    Another key driver is the rapid digital transformation sweeping through the education sector, accelerated by the proliferation of smart devices and high-speed internet connectivity. Educational institutions, from K-12 schools to universities and corporate training departments, are leveraging digital platforms to deliver content in more flexible and accessible formats. The integration of gamification into these digital learning environments allows for personalized, adaptive learning journeys tailored to individual learner needs. Furthermore, advancements in artificial intelligence and data analytics enable real-time tracking of learner progress, providing educators with actionable insights to further refine instructional strategies. This synergy between technology and pedagogy is expected to sustain the upward trajectory of the Gamification in Education market over the next decade.



    Serious Games, a subset of gamification, are gaining traction in the education sector due to their ability to simulate real-world scenarios and provide immersive learning experiences. Unlike traditional games, Serious Games are designed with a primary purpose beyond entertainment, focusing on education, training, and skill development. These games offer a unique blend of engaging gameplay and educational content, making them an effective tool for teaching complex subjects and fostering critical thinking. As educational institutions and enterprises explore innovative ways to enhance learning outcomes, the adoption of Serious Games is expected to rise. Their ability to provide experiential learning opportunities and facilitate knowledge retention makes them a valuable addition to the gamification toolkit, complementing existing platforms and solutions.




    The growing emphasis on lifelong learning and skills development in an increasingly competitive global economy also contributes significantly to market expansion. Enterprises are investing heavily in gamified training modules to upskill employees, improve knowledge transfer, and boost workplace productivity. Similarly, individuals are seeking gamified educational apps and platforms to acquire new competencies and certifications at their own pace. Government initiatives promoting digital literacy and education reform, particularly in emerging economies, further amplify market opportunities. As the benefits of gamification become more widely recognized across academic, corporate, and individual learning contexts, the demand for innovative, scalable solutions is poised to accelerate.




    From a regional perspective, North America currently dominates the Gamification in Education market, accounting for the largest share due to its advanced technological infrastructure, significant investments in EdTech, and a highly receptive user base. However, Asia Pacific is rapidly emerging as a high-growth region, d

  16. Alibaba employees 2015-2025

    • statista.com
    Updated May 26, 2025
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    Statista (2025). Alibaba employees 2015-2025 [Dataset]. https://www.statista.com/statistics/226794/number-of-employees-at-alibabacom/
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    Dataset updated
    May 26, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Worldwide, China
    Description

    Alibaba Group Holding, China’s biggest e-commerce company, had 124,320 full-time employees as of March 2025, nearly 80,000 fewer than the previous year. The decrease in the number of employees was mainly a result of the sale of Sun Art. Alibaba is the second most valuable internet company listed in China and among the largest in terms of revenue. What is Alibaba Group? The company was founded in Hangzhou, China, in 1999 by a group of people led by a former English teacher, Jack Ma. It started as an online platform helping small Chinese businesses to reach global buyers. Alibaba Group went public in September 2014 and broke all records with a total IPO of 25 billion U.S. dollars. Today, the company operates a number of e-commerce, retail, internet service, and fintech-related businesses all around the world. It is best known for its Alibaba.com B2B e-commerce platform (including 1688.com and AliExpress.com segments), C2C marketplace Taobao, B2C online retail platform Tmall, and online payment platform Alipay. Who are Alibaba’s employees? As of the beginning of 2020, Alibaba had more employees than Yahoo and Facebook combined. The majority of them were based in China. As of 2019, over one-third of Alibaba’s senior management were female, and around 45 percent of all staff were under 30 years old. In 2023, Eddie Wu, who is one of the co-founders of the company, replaced Daniel Zhang in the role of Alibaba's CEO and executive chairman. Every year on May 10, Alibaba Group celebrates Employee Appreciation Day. All employees, also called Aliren, bring their families to the company campus for an all-day carnival.

  17. Not seeing a result you expected?
    Learn how you can add new datasets to our index.

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Anel Tarakbay (2025). Kazakhstan Teacher Workforce Dynamics Dataset (2015–2024) [Dataset]. http://doi.org/10.17632/gd5v8x6rh9.1

Kazakhstan Teacher Workforce Dynamics Dataset (2015–2024)

Explore at:
Dataset updated
Sep 10, 2025
Authors
Anel Tarakbay
License

Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically

Area covered
Kazakhstan
Description

The dataset contains detailed information on teacher workforce dynamics in Kazakhstan from 2015 through 2024. It includes annual measures of teacher exits, turnover, retention, and cohort survival rates. The data cover the entire population of public-school teachers across 4,919 settlements, 212 districts (raions) and 20 administrative regions of Kazakhstan. The dataset was derived from the Kazakhstan National Education Database (NEDB), which provides official administrative records of schools, students and teachers. The dataset is intended to support research on workforce planning, teacher mobility, education policy, and long-term staffing needs.

– This dataset consists of nine structured tables derived from aggregated teacher-level records for the period 2015–2024. The tables are provided in .csv format and can be found in the Dataset/tables folder. Each table presents indicators such as exit counts, retention rates, turnover rates, and cohort-based retention patterns. – A detailed variable description is available in the accompanying Dataset/tables/Codebook.xlsx, which explains all geographic identifiers, demographic categories, and indicator definitions. Each table is linked to a visualization (bar charts, line graphs, heatmaps) that highlights the main workforce dynamics by year, region, or demographic group. These figures are stored in the Dataset/data/visualizationsfolder and correspond to the table numbering for easy cross-reference. – The Dataset/code folder contains the Python scripts (.ipynb) used for data cleaning, aggregation, and indicator calculation, along with a README.txt file documenting the workflow and formulas used. The dataset enables users to investigate teacher retention and turnover across time, geographic scales (settlements, districts, oblasts), and age groups (<30, 30–39, 40–49, 50+). Researchers can replicate the analysis or extend it using the provided scripts. All data are anonymized and aggregated to protect individual confidentiality.

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