Radar · Industry landscape · the United Kingdom
School and Campus Software Industry Landscape of the United Kingdom 1,000 School and Campus Software companies in the United Kingdom, in one picture: who is hiring, who is raising money, who founded them, where they are based, what the news is about, which skills employers want and where the research is going. Updated September 2026.
1,000 companies tracked
$404.5M disclosed funding
17 hiring right now
15 events · 24 months
53,126 news articles · 12 months
Who leads School and Campus Software in the United Kingdom Shows the top 1,000 UK school and campus software firms, highlighting which are hiring, which have disclosed funding, and the most funded companies such as Texthelp and Kortext.
→ revenue
Revenue leaders
official filings first, else latest snapshot
01 Tribal Group $106.7M snapshot Dec 2023 02 Pebble $732k snapshot Nov 2021 03 Wonde $13k snapshot Nov 2022 Radar
See all 1,000 School and Campus Software companies in the United Kingdom
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How the School and Campus Software ecosystem in the United Kingdom grew, 2016–2025 Displays the annual count of companies founded from 2016 to 2025, with the highest number, 76, occurring in 2019 and only five new firms in 2025.
Companies founded / year
new School and Campus Software companies in the United Kingdom
2016: 47 2017: 59 2018: 63 2019: 76 2020: 72 2021: 54 2022: 49 2023: 59 2024: 26 2025: 5 2016 2025
peak 76 in 2019
Companies raising / year
with a disclosed round that year
2016 2025
peak 23 in 2018
Disclosed funding / year
sum of disclosed rounds (USD)
2016: 19,326,533 2017: 21,734,705 2018: 14,412,509 2019: 39,286,786 2020: 146,442,847 2021: 99,822,973 2022: 7,970,317 2023: 8,431,255 2024: 3,394,573 2025: 9,379,409 2016 2025
peak $146.4M in 2020
Where School and Campus Software companies in the United Kingdom are based Lists the cities where these firms are located, led by London with 268 companies, followed by Manchester, Leeds, Sheffield and Edinburgh.
→ Hub 01
London
268 School and Campus Software companies
71% of the School and Campus Software companies across these hubs
268 companies
$164.5M disclosed funding
6 hiring now
Hub 02
Manchester
28 School and Campus Software companies
7% of the School and Campus Software companies across these hubs
28 companies
$1.1M disclosed funding
Hub 03
Leeds
19 School and Campus Software companies
5% of the School and Campus Software companies across these hubs
19 companies
$1.6M disclosed funding
Hub 04
Sheffield
15 School and Campus Software companies
4% of the School and Campus Software companies across these hubs
15 companies
$110k disclosed funding
Hub 05
Edinburgh
13 School and Campus Software companies
3% of the School and Campus Software companies across these hubs
13 companies
$4.8M disclosed funding
1 hiring now
Hub 06
Brighton
12 School and Campus Software companies
3% of the School and Campus Software companies across these hubs
Hub 07
Birmingham
12 School and Campus Software companies
3% of the School and Campus Software companies across these hubs
12 companies
$3.1M disclosed funding
Hub 08
Nottingham
12 School and Campus Software companies
3% of the School and Campus Software companies across these hubs
12 companies
$8.3M disclosed funding
The School and Campus Software market map of the United Kingdom: what these companies actually do Breaks down the products these firms create, showing that edtech and enterprise tech dominate, and notes that subscription revenue models are used by 899 companies.
Edtech 989 companies · $404.5M raised · 17 hiring Enterprise Tech 800 companies · $369.3M raised · 13 hiring Enterprise Software 452 companies · $72.8M raised · 6 hiring Consumer Digital 389 companies · $290M raised · 8 hiring SaaS 381 companies · $123.8M raised · 7 hiring Edtech SaaS 371 companies · $123.8M raised · 7 hiring Loneliness Economy 33 companies · $9.2M raised · 1 hiring Healthtech 32 companies · $136.4M raised B2C E-Commerce 29 companies · $9M raised · 2 hiring Zoom for Virtual Classrooms 25 companies · $1.9M raised · 1 hiring Shopify for Online Schools 15 companies · $499k raised · 1 hiring Native AI in Education 14 companies · $1.3M raised Monetization
How School and Campus Software companies make money How many companies earn revenue each way. Plenty use more than one model, so the counts add up to more than the sector.
Subscription 899
Advertising 90
Commission on Transaction 73
E-Commerce - Service 53
Fee-For-Service 52
E-Commerce - Product 31
Freemium 17
Sponsorship 6
Funding, M&A and the deals moving School and Campus Software in the United Kingdom Counts 15 corporate events over the past two years, including six funding rounds, three earnings releases, two mergers, and single instances of key‑person changes and new product launches.
Funding 6 Earnings 3 M&A 2 Leadership 1 Product 1 Contracts 1 Assets 1
M&A The Works and frog have always shared the same passion for creative excellence, strategic growth, and human-centric innovation. 2025-04-03 Funding SchoolAI has raised $25 million in Series A funding, led by Insight Partners, with support from existing investors including NextView Ventures, The General Partnership, and Peterson Ventures. 2025-04-02 Funding HowNow has scored £7.5 million in a Series A investment from Mercia Ventures, Pearson, and Fuel Ventures. 2025-02-12 Funding UK: PebblePad receives investment from NorthEdge 2024-11-04 M&A "In February, ClearCourse acquired ThinkSmart Software, an independent software-as-a-service (SaaS) provider focused on businesses that offer clubs and classes in the U.K., Australia and other global markets." 2024-10-11 Contracts Gecko, a robotics startup, landed a $71 million contract with the U.S. Navy. 2026-03-20 Leadership Twinkl has appointed EdTech expert Harris Goodman as its first US general manager to focus on its growth across the country. 2026-01-20 Earnings Pretax profit in 2024 declines 12% to £5.9 million from £6.6 million in 2023. Revenue, however, improves 5.0% to £90.0 million from £85.8 million. 2025-03-27 Mergers and acquisitions Deals from the last 24 months where a School and Campus Software company in the United Kingdom was the buyer or the one bought, newest first. “Undisclosed” means the price was never published — not that the deal was worth nothing.
Who is building School and Campus Software in the United Kingdom Profiles 348 founders and CEOs across 282 firms, noting that Cambridge and Oxford are the most common alma maters and that former employers include Morgan Stanley and Apple.
Founders and chief executives 12 of 348, from the best-funded companies on this page
→ CEO & FOunder
Martin Mckay
Ex- CEO Ingram Digtal Group, Mylibrary, Coutts Information Services, Webrecruit, Swingpal, John Smith & Son, Ingram Content Group
Board Member & Co-Founder
Kimeshan Naidoo
Ex-Schlumberger, Co-Founder StudentView, United Nations. University of Cape Town BS 2012, UCL 2016
CEO and Founder
David Bainbridge
Ex- Founder Whoosh, CEO Elvis Communications, Cossette Group, BBC. University of Massachusetts 1991, The University of Manchester BA 1992…
Co-Founder & CEO
Nelson Sivalingam
Founder Wonderush, Director Barking Mad Productions, ex-Founder One Minute London, Apple. Aston University BSc
CEO Mind Candy, Ex-GamesAid, GAME Digital, IGN, Electronic Arts, Ubisoft, Close Up Magic. University of Nottingham BA
Founder & CEO
Charles Wiles
ex-Founder EdTech Developers meetup, FotoSwap, Co-founder Huntzz, MD VisualDNA. London Business School 2004
Founder & CEO
Mehool Sanghrajka
Chairman Cloud Possibilities, The Funky Professor, ex- Founder & CEO MPC International, Enterprise. City University of London BSc 1989…
Ex-Epitiro, Sinetica Corporation
Ex-Founder Logic Software, Qubik Applications.
repeat founder University of Cambridge BA 2003, MA 2008
Where the founders studied
alma mater on record for 44 of 348 founders
University of Cambridge 11
University of Oxford 9
Imperial College London 7
University of Warwick 5
University College London 3
London Business School (LBS) 2
University of Bristol 2
University of Edinburgh 2
Where they worked before
a previous employer on record for 7 of 348 founders
Morgan Stanley 2
Apple 1
Cisco 1
Boston Consulting Group 1
Amazon 1
Goldman Sachs 1
Bain 1
Women and men among the founders
first names matched for 325 of 348 founders
18%
of matched founders are women
Inferred from first names, using 119 million people who state their own gender: a first name counts only where at least 20 of them share it and at least 90% of those share the same gender. The other 23 founders go in neither column.
Radar
Look up the people behind School and Campus Software companies in the United Kingdom
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Who funds School and Campus Software in the United Kingdom Stage mix · rounds since 2016
Seed & Angel 134
Series A–B 21
Series C+ / PE 4
Grants, debt & other 25
The typical round is $389k — half were bigger, half smaller.
The biggest School and Campus Software funding rounds in the United Kingdom Highlights the largest disclosed round—a $108.7 million seed investment in Texthelp—and lists ten other large funding events.
Company Round Size When Backers Texthelp Seedmega-round $108.7M Dec 2020 Five Arrows Principal Investments , Five Arrows Capital Partners Kortext Series B $20.9M Jun 2021 DMG Ventures Unibuddy Series B $20M Jul 2021 Stride , Highland Europe Texthelp Seed $13.2M Oct 2021 — Kortext Series A $12.4M Mar 2021 QVentures , DMG Ventures Moshi Series B $12M Apr 2020 Accel , TriplePoint Capital HowNow Series A $9.3M Feb 2025 Mercia , Pearson , Fuel Ventures Unibuddy Series A $8.9M Jul 2019 Fred Destin , Bart Swanson , Daniel Borel +1 more Guide Education Series A $8.3M Apr 2021 Gov Giant Seed $8M Feb 2026 Matrix , Decasonic , Griffin Gaming Partners +5 more
Venture round sizes · 2023–2025
<$1M 7
$1–10M 5
$10–50M 0
$50–250M 0
>$250M 0
12 venture rounds with a disclosed amount in the window.
Fresh cheques · last 6 months
What the news says about School and Campus Software in the United Kingdom Counts 53,126 news articles in the last year, most frequently covering AI advances, digital transformation, product launches, and tech policy.
News volume
School and Campus Software coverage across United Kingdom · articles per quarter
2021Q2: 8,418 2021Q3: 9,748 2021Q4: 8,520 2022Q1: 9,105 2022Q2: 8,711 2022Q3: 8,642 2022Q4: 9,024 2023Q1: 10,472 2023Q2: 11,831 2023Q3: 10,745 2023Q4: 12,193 2024Q1: 12,285 2024Q2: 12,372 2024Q3: 15,604 2024Q4: 13,759 2025Q1: 16,057 2025Q2: 11,951 2025Q3: 15,037 2025Q4: 12,582 2026Q1: 13,573 2021Q2 2026Q1
peak 16,057 in 2025Q1 · 53,126 articles in the last 12 tracked months
Tone of coverage
share of articles by dominant sentiment (positive / neutral / negative )
2021 2023 2025
Positive-tone share moved 74% → 74%, negative 25% → 26% across 2021–2025.
What the coverage is about The subjects that dominate School and Campus Software news in United Kingdom. The arrow shows whether each one is being written about more or less than a year ago.
Artificial intelligence advancements 6,292 ▲+31% Technology adoption and digital transformation 2,978 ▲+26% New product launches and innovations 2,897 ▲+34% Tech policy and government regulations 2,861 →+0% Cybersecurity threats and solutions 2,843 →+6% Ethical considerations in ai development 2,820 ▲+17% Strategic partnerships and collaborations 2,660 ▲+23% Latest gadgets and consumer electronics 2,525 ▼-26% Data privacy regulations 2,301 →+7% 5g network infrastructure 1,938 ▲+39% Most-covered companies · last 12 months
16 School and Campus Software companies here were named in the news over this period.
Prism
Watch School and Campus Software coverage in United Kingdom as it happens
Prism follows these subjects story by story — which companies are named, what is said about them and how the tone moves.
Momentum
The words getting louder — and quieter Which terms are showing up in more stories than a year ago, and which are fading. The percentage is the change in how many articles mention them.
cloud infrastructure+44% conceptual rock albums+610% green data centers+59% business smartphone+81% ransomware incidents+79% overseas study+42% post-punk revival+641% protest punk rock+530% avant-garde rock+1000% counterculture punk+594%
smartphone models-34% smartphone os-46% gaming hardware-93% arm-based notebook-100% snapdragon notebook-100%
The pressures the press keeps returning to Three recurring angles in United Kingdom School and Campus Software coverage, and whether each is getting more attention year on year (through 2025).
Regulatory Risk ▲ rising
54,840 articles touch this dimension · 54.4% critical tone
2021 2025
signals: ai regulation compliance, responsible ai, ai research
Funding Momentum ▲ rising
14,023 articles touch this dimension · 44.7% critical tone
2021 2025
signals: education reform, school funding battles, ai hardware
Growth ▲ rising
16,679 articles touch this dimension · 45.4% critical tone
2021 2025
signals: ai research, ai hardware, dc fast-charging deployment
School and Campus Software jobs in the United Kingdom: who is hiring and what they ask for 15 postings · last 12 months
195 postings tracked overall
113 employers advertising
$79k median advertised salary/yr (n=65)
Demand
The Skills Employers Ask For What School and Campus Software employers in the United Kingdom put in their job ads. The bar is how many postings ask for it; the arrow shows whether demand grew or shrank against the year before.
software 98 ▼ pc 32 ▼ systems 31 ▼ hardware 17 ▼ infrastructure 6 ▲ machine learning 5 ▲ sas 5 ▼ agile methodologies 4 ▲ network 4 ▼ saas 4 → What level are these roles?
Entry 1
Senior 34
Lead 9
Manager 9
Most advertised titles
Software Engineer 12 Senior Software Engineer 12 Senior Software Developer 3 Staff Software Engineer 3 Global Technical Sales Manager Cloud-Based Practice Management Software 2 Senior Software Engineer (Rust) - Scaling 2 57 School and Campus Software-relevant internships in India were advertised over the same 12 months.
What School and Campus Software research is working on Summarizes 53,436 academic papers, of which 8,262 identify common problems, 3,823 issue cautions, and 32,374 discuss opportunities.
How this field talks about itself
School and Campus Software papers (gold) against all published research (grey)
Promising 51.7% · 37.2% 1.4×
Problem-identifying 14.8% · 9.7% 1.5×
Descriptive 14.5% · 17.5% 0.8×
Breakthrough 8.9% · 26.3% 0.3×
Cautionary 7.2% · 4.5% 1.6×
Comparative 2.3% · 3.9% 0.6×
School and Campus Software literature runs 1.4× more “promising” than science at large (51.7% vs 37.2% baseline).
How the work is done
Empirical 52.6%
Methods-led 22.5%
Reviews 17.0%
Position pieces 6.8%
Theoretical 1.1%
How the research reads
97% positive · 1% neutral · 2% negative , across 53,436 papers.
The institutions behind the field
The Open University 13k National Taiwan University of Science and Technology 9k Brigham Young University 8k Michigan State University 8k Athabasca University 8k Nanyang Technological University 7k ranked by how often their work is cited
Researchers who shaped it
Punya Mishra · Matthew J. Koehler · Dragan Gašević · Robert F. Murphy · Barbara Means · Yukie Toyama · Shivangi Dhawan · Gwo‐Jen Hwang
The most-cited breakthroughs
What Is Technological Pedagogical Content Knowledge · 2k cites What is Technological Pedagogical Content Knowledge (TPACK)? · 1k cites The Cambridge Handbook of the Learning Sciences · 873 cites Video in Research in the Learning Sciences · 871 cites A time‐based blended learning model · 442 cites Common problems researchers identify 6,904 papers · 7 recurring themes
→ Problems · theme 01
Challenges in Experiential Learning
1,624 papers · 27.1% of this block
2022: 234 of every 10,000 papers on this subject 2023: 229 of every 10,000 papers on this subject 2024: 221 of every 10,000 papers on this subject 2025: 296 of every 10,000 papers on this subject 2022: 234 of every 10,000 papers on this subject 2023: 229 of every 10,000 papers on this subject 2024: 221 of every 10,000 papers on this subject 2025: 296 of every 10,000 papers on this subject ▲ +26% share 2022→2025 share of research on this subject Researchers highlight obstacles to implementing active, experiential approaches within curricula and educational technology.
Experiential learning · Active learning · Educational technology · Curriculum
“Foundations of online learning: Challenges and opportunities”
Problems · theme 02
Barriers to Technology Integration
1,233 papers · 20.6% of this block
2022: 382 of every 10,000 papers on this subject 2023: 370 of every 10,000 papers on this subject 2024: 343 of every 10,000 papers on this subject 2025: 409 of every 10,000 papers on this subject 2022: 382 of every 10,000 papers on this subject 2023: 370 of every 10,000 papers on this subject 2024: 343 of every 10,000 papers on this subject 2025: 409 of every 10,000 papers on this subject ▲ +7% share 2022→2025 share of research on this subject Studies point to difficulties teachers face when embedding ICT tools into instructional practice.
Technology integration · Educational technology · Information and Communications Technology · Information technology
“INTEGRATION OF TECHNOLOGY FOR QUALITY TEACHER EDUCATION”
Problems · theme 03
Digital Divide and Literacy
971 papers · 16.2% of this block
2022: 119 of every 10,000 papers on this subject 2023: 135 of every 10,000 papers on this subject 2024: 156 of every 10,000 papers on this subject 2025: 300 of every 10,000 papers on this subject 2022: 119 of every 10,000 papers on this subject 2023: 135 of every 10,000 papers on this subject 2024: 156 of every 10,000 papers on this subject 2025: 300 of every 10,000 papers on this subject ▲ +153% share 2022→2025 share of research on this subject Papers discuss inequities and skill gaps that hinder effective digital transformation in education.
Digital transformation · Digital learning · Digital literacy · Digital divide
“Implementing Digital Technology in Learning in the Digital Era: Challenges and Opportunities for Teachers”
Problems · theme 04
AI Adoption Hurdles in Teaching
745 papers · 12.4% of this block
2022: 11 of every 10,000 papers on this subject 2023: 24 of every 10,000 papers on this subject 2024: 40 of every 10,000 papers on this subject 2025: 110 of every 10,000 papers on this subject 2022: 11 of every 10,000 papers on this subject 2023: 24 of every 10,000 papers on this subject 2024: 40 of every 10,000 papers on this subject 2025: 110 of every 10,000 papers on this subject ▲ +909% share 2022→2025 share of research on this subject Research flags technical, pedagogical, and ethical challenges of introducing generative AI into learning environments.
Generative grammar · Applications of artificial intelligence · Generative model · Literacy
“INTEGRATING ARTIFICIAL INTELLIGENCE (AI) IN TEACHING TECHNOLOGIES”
Problems · theme 05
Post‑Pandemic Online Learning Issues
598 papers · 10.0% of this block
2022: 210 of every 10,000 papers on this subject 2023: 139 of every 10,000 papers on this subject 2024: 80 of every 10,000 papers on this subject 2025: 59 of every 10,000 papers on this subject 2022: 210 of every 10,000 papers on this subject 2023: 139 of every 10,000 papers on this subject 2024: 80 of every 10,000 papers on this subject 2025: 59 of every 10,000 papers on this subject ▼ -72% share 2022→2025 share of research on this subject Authors examine trust, engagement, and accessibility problems that arose from distance education during the pandemic.
Distance education · Online learning · Coronavirus disease 2019 · Pandemic
“Navigating the New Normal: Adapting Online and Distance Learning in the Post-Pandemic Era”
Problems · theme 06
Learning Analytics Implementation Gaps
417 papers · 7.0% of this block
2022: 90 of every 10,000 papers on this subject 2023: 90 of every 10,000 papers on this subject 2024: 78 of every 10,000 papers on this subject 2025: 78 of every 10,000 papers on this subject 2022: 90 of every 10,000 papers on this subject 2023: 90 of every 10,000 papers on this subject 2024: 78 of every 10,000 papers on this subject 2025: 78 of every 10,000 papers on this subject ▼ -13% share 2022→2025 share of research on this subject Works identify obstacles to collecting, analyzing, and applying big data for improving student outcomes.
Learning analytics · Analytics · Data analysis · Big data
“Learning analytics and educational data mining”
Problems · theme 07
Blended Learning Pedagogical Concerns
412 papers · 6.9% of this block
2022: 1,329 of every 10,000 papers on this subject 2023: 1,305 of every 10,000 papers on this subject 2024: 986 of every 10,000 papers on this subject 2025: 545 of every 10,000 papers on this subject 2022: 1,329 of every 10,000 papers on this subject 2023: 1,305 of every 10,000 papers on this subject 2024: 986 of every 10,000 papers on this subject 2025: 545 of every 10,000 papers on this subject ▼ -59% share 2022→2025 share of research on this subject Studies reveal tensions in combining face‑to‑face and digital instruction, especially in mathematics contexts.
Blended learning · Mathematics education · Educational technology · Pedagogy
“Blended Learning Models”
Cautions 3,160 papers · 7 recurring themes
→ Cautions · theme 01
VR and Analytics in Experiential Learning
778 papers · 24.6% of this block
2022: 162 of every 10,000 papers on this subject 2023: 169 of every 10,000 papers on this subject 2024: 160 of every 10,000 papers on this subject 2025: 222 of every 10,000 papers on this subject 2022: 162 of every 10,000 papers on this subject 2023: 169 of every 10,000 papers on this subject 2024: 160 of every 10,000 papers on this subject 2025: 222 of every 10,000 papers on this subject ▲ +37% share 2022→2025 share of research on this subject Cautionary notes address usability, assessment validity, and data privacy when using immersive and analytic tools.
Experiential learning · Virtual reality · Active learning · Learning analytics
“Assessment and Learning in Knowledge Spaces (ALEKS) Adaptive System Impact on Students’ Perception and Self-Regulated Learning Skills”
Cautions · theme 02
Personalized AI in Higher Education
650 papers · 20.6% of this block
2022: 325 of every 10,000 papers on this subject 2023: 342 of every 10,000 papers on this subject 2024: 324 of every 10,000 papers on this subject 2025: 444 of every 10,000 papers on this subject 2022: 325 of every 10,000 papers on this subject 2023: 342 of every 10,000 papers on this subject 2024: 324 of every 10,000 papers on this subject 2025: 444 of every 10,000 papers on this subject ▲ +37% share 2022→2025 share of research on this subject Researchers urge careful evaluation of AI‑driven personalization to avoid bias and over‑reliance.
Applications of artificial intelligence · Personalized learning · Higher education · Transformative learning
“ARTIFICIAL INTELLIGENCE (AI) IN EDUCATION: OPPORTUNITIES, CHALLENGES AND FUTURE DIRECTIONS”
Cautions · theme 03
Digital Platforms and Social Media Risks
570 papers · 18.0% of this block
2022: 226 of every 10,000 papers on this subject 2023: 156 of every 10,000 papers on this subject 2024: 103 of every 10,000 papers on this subject 2025: 115 of every 10,000 papers on this subject 2022: 226 of every 10,000 papers on this subject 2023: 156 of every 10,000 papers on this subject 2024: 103 of every 10,000 papers on this subject 2025: 115 of every 10,000 papers on this subject ▼ -49% share 2022→2025 share of research on this subject Papers warn of uneven access, distraction, and misinformation in online and distance learning environments.
Digital learning · Distance education · Online learning · Social media
“Digital Transformation in Education: Evaluating Teachers’ Practices and Strategies to Enhance Access to Quality Learning in a Local Communit”
Cautions · theme 04
Integration of ICT Across Curricula
495 papers · 15.7% of this block
2022: 382 of every 10,000 papers on this subject 2023: 370 of every 10,000 papers on this subject 2024: 343 of every 10,000 papers on this subject 2025: 409 of every 10,000 papers on this subject 2022: 382 of every 10,000 papers on this subject 2023: 370 of every 10,000 papers on this subject 2024: 343 of every 10,000 papers on this subject 2025: 409 of every 10,000 papers on this subject ▲ +7% share 2022→2025 share of research on this subject Authors caution that rapid tech adoption can outpace teacher readiness and curriculum alignment.
Technology integration · Information and Communications Technology · Educational technology · Information technology
“Technology Integration in Education: Opportunities and Challenges”
Cautions · theme 05
Technology in Language Acquisition
257 papers · 8.1% of this block
2022: 150 of every 10,000 papers on this subject 2023: 160 of every 10,000 papers on this subject 2024: 159 of every 10,000 papers on this subject 2025: 205 of every 10,000 papers on this subject 2022: 150 of every 10,000 papers on this subject 2023: 160 of every 10,000 papers on this subject 2024: 159 of every 10,000 papers on this subject 2025: 205 of every 10,000 papers on this subject ▲ +37% share 2022→2025 share of research on this subject Studies highlight challenges such as reduced interaction quality and over‑reliance on tools for language learning.
Language acquisition · Foreign language · English language · Language industry
“Use of Technology in English Language Learning: Challenges and Benefits”
Cautions · theme 06
Flipped and Blended Classroom Pitfalls
256 papers · 8.1% of this block
2022: 1,296 of every 10,000 papers on this subject 2023: 1,267 of every 10,000 papers on this subject 2024: 928 of every 10,000 papers on this subject 2025: 443 of every 10,000 papers on this subject 2022: 1,296 of every 10,000 papers on this subject 2023: 1,267 of every 10,000 papers on this subject 2024: 928 of every 10,000 papers on this subject 2025: 443 of every 10,000 papers on this subject ▼ -66% share 2022→2025 share of research on this subject Research points to student motivation, equity, and instructional design issues in mixed‑mode teaching.
Blended learning · Mathematics education · Flipped classroom · Educational technology
“Commentary on the Applications of Blended Learning in the Teaching and Learning Process – A Review”
Cautions · theme 07
Generative AI in Academic Settings
154 papers · 4.9% of this block
2022: 38 of every 10,000 papers on this subject 2023: 62 of every 10,000 papers on this subject 2024: 96 of every 10,000 papers on this subject 2025: 194 of every 10,000 papers on this subject 2022: 38 of every 10,000 papers on this subject 2023: 62 of every 10,000 papers on this subject 2024: 96 of every 10,000 papers on this subject 2025: 194 of every 10,000 papers on this subject ▲ +416% share 2022→2025 share of research on this subject Authors raise concerns about authenticity, learning depth, and ethical use of generative models.
Generative grammar · Generative model · Transformative learning · Higher education
“The Role of Generative AI Tools in Academic Learning: Opportunities and Challenges”
Opportunities 27,400 papers · 7 recurring themes
→ Opportunities · theme 01
Collaborative Experiential Learning
1,370 papers · 22.8% of this block
2022: 96 of every 10,000 papers on this subject 2023: 99 of every 10,000 papers on this subject 2024: 94 of every 10,000 papers on this subject 2025: 155 of every 10,000 papers on this subject 2022: 96 of every 10,000 papers on this subject 2023: 99 of every 10,000 papers on this subject 2024: 94 of every 10,000 papers on this subject 2025: 155 of every 10,000 papers on this subject ▲ +61% share 2022→2025 share of research on this subject Opportunities focus on using analytics and active methods to boost teamwork and real‑world skill development.
Experiential learning · Active learning · Learning analytics · Collaborative learning
“<b>IMPLEMENTING THE COLLABORATIVE LEARNING MODEL TO IMPROVE STUDENTS' COOPERATION SKILLS</b>”
Opportunities · theme 02
AR‑Enhanced Interactive Media
1,110 papers · 18.5% of this block
2022: 52 of every 10,000 papers on this subject 2023: 54 of every 10,000 papers on this subject 2024: 34 of every 10,000 papers on this subject 2025: 38 of every 10,000 papers on this subject 2022: 52 of every 10,000 papers on this subject 2023: 54 of every 10,000 papers on this subject 2024: 34 of every 10,000 papers on this subject 2025: 38 of every 10,000 papers on this subject ▼ -26% share 2022→2025 share of research on this subject Research explores augmented reality and structured design models to increase learner engagement and interaction.
ADDIE Model · Test · Augmented reality · Interactive media
“An applied model of learner engagement and strategies for increasing learner engagement in the modern educational environment”
Opportunities · theme 03
Digital Transformation for Engagement
1,068 papers · 17.8% of this block
2022: 180 of every 10,000 papers on this subject 2023: 177 of every 10,000 papers on this subject 2024: 176 of every 10,000 papers on this subject 2025: 232 of every 10,000 papers on this subject 2022: 180 of every 10,000 papers on this subject 2023: 177 of every 10,000 papers on this subject 2024: 176 of every 10,000 papers on this subject 2025: 232 of every 10,000 papers on this subject ▲ +29% share 2022→2025 share of research on this subject Papers highlight how integrated educational technologies can raise student participation and streamline instruction.
Educational technology · Technology integration · Digital learning · Digital transformation
“INCREASING THE EFFICIENCY OF TRAINING THROUGH THE APPLICATION OF DIGITAL TECHNOLOGIES IN THE EDUCATION SYSTEM”
Opportunities · theme 04
AI‑Driven Personalized Learning
765 papers · 12.8% of this block
2022: 18 of every 10,000 papers on this subject 2023: 35 of every 10,000 papers on this subject 2024: 56 of every 10,000 papers on this subject 2025: 128 of every 10,000 papers on this subject 2022: 18 of every 10,000 papers on this subject 2023: 35 of every 10,000 papers on this subject 2024: 56 of every 10,000 papers on this subject 2025: 128 of every 10,000 papers on this subject ▲ +607% share 2022→2025 share of research on this subject Studies showcase adaptive systems that tailor content and pace to individual learner needs.
Personalized learning · Generative grammar · Applications of artificial intelligence · Adaptive learning
“Artificial Intelligence in Education: Transforming Learning through Personalization, Automation, and Smart Technologies”
Opportunities · theme 05
Adaptive Learning via Reinforcement Methods
716 papers · 11.9% of this block
2022: 18 of every 10,000 papers on this subject 2023: 21 of every 10,000 papers on this subject 2024: 17 of every 10,000 papers on this subject 2025: 36 of every 10,000 papers on this subject 2022: 18 of every 10,000 papers on this subject 2023: 21 of every 10,000 papers on this subject 2024: 17 of every 10,000 papers on this subject 2025: 36 of every 10,000 papers on this subject ▲ +98% share 2022→2025 share of research on this subject Research presents robust, federated approaches that continuously refine instructional pathways.
Reinforcement learning · Adaptive learning · Robustness · Federated learning
“Development of Intelligent, Adaptive, and Dynamic Systems Via the Investigation of Novel Machine Learning Algorithms”
Opportunities · theme 06
Blended and Flipped Instructional Models
488 papers · 8.1% of this block
2022: 1,296 of every 10,000 papers on this subject 2023: 1,267 of every 10,000 papers on this subject 2024: 928 of every 10,000 papers on this subject 2025: 443 of every 10,000 papers on this subject 2022: 1,296 of every 10,000 papers on this subject 2023: 1,267 of every 10,000 papers on this subject 2024: 928 of every 10,000 papers on this subject 2025: 443 of every 10,000 papers on this subject ▼ -66% share 2022→2025 share of research on this subject Opportunities examine hybrid designs that combine in‑person and online elements to enhance comprehension.
Blended learning · Mathematics education · Flipped classroom · Flipped learning
“TEACHERS' READINESS FOR BLENDED LEARNING, THEIR REASONS, CHALLENGES, AND SUGGESTIONS FOR PRACTISING BLENDED LEARNING”
Opportunities · theme 07
Tech‑Supported Language Vocabulary Building
483 papers · 8.1% of this block
2022: 150 of every 10,000 papers on this subject 2023: 160 of every 10,000 papers on this subject 2024: 159 of every 10,000 papers on this subject 2025: 205 of every 10,000 papers on this subject 2022: 150 of every 10,000 papers on this subject 2023: 160 of every 10,000 papers on this subject 2024: 159 of every 10,000 papers on this subject 2025: 205 of every 10,000 papers on this subject ▲ +37% share 2022→2025 share of research on this subject Works explore interactive tools that facilitate vocabulary acquisition and language practice.
Language acquisition · Foreign language · English language · Vocabulary
“Teaching English language with different technological tools and interactive methods”
Which of these themes are growing fastest Tracks how the share of research themes has shifted worldwide between 2022 and 2025.
Problems
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining share losing share
AI Adoption Hurdles in Teaching ▲+909%
Digital Divide and Literacy ▲+153%
Challenges in Experiential Learning ▲+26%
Barriers to Technology Integration ▲+7%
Learning Analytics Implementation Gaps ▼-13%
Blended Learning Pedagogical Concerns ▼-59%
Post‑Pandemic Online Learning Issues ▼-72%
Cautions
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining share losing share
Generative AI in Academic Settings ▲+416%
VR and Analytics in Experiential Learning ▲+37%
Personalized AI in Higher Education ▲+37%
Technology in Language Acquisition ▲+37%
Integration of ICT Across Curricula ▲+7%
Digital Platforms and Social Media Risks ▼-49%
Flipped and Blended Classroom Pitfalls ▼-66%
Opportunities
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining share losing share
AI‑Driven Personalized Learning ▲+607%
Adaptive Learning via Reinforcement Methods ▲+98%
Collaborative Experiential Learning ▲+61%
Tech‑Supported Language Vocabulary Building ▲+37%
Digital Transformation for Engagement ▲+29%
AR‑Enhanced Interactive Media ▼-26%
Blended and Flipped Instructional Models ▼-66%
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