Radar · Industry landscape · the United States
Online Learning Landscape of the United States 7,351 Online Learning companies in the United States, 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 August 2026.
7,351 companies tracked
$20.7B disclosed funding
311 hiring right now
712 events · 24 months
356,336 news articles · 12 months
Who leads Online Learning in the United States Tracks 7,351 U.S. online‑learning firms, highlighting the top hiring firms (AAPC, IXL Learning, Project Solutions), the best‑funded firms (Articulate, VIPKid, Guild), with 311 currently hiring and 968 having disclosed funding.
Radar
See all 7,351 Online Learning companies in the United States
Filter by funding, headcount, hiring and location, and export the list.
How the Online Learning ecosystem in the United States grew, 2016–2025 Shows yearly company formation counts, peaking at 523 new firms in 2020 and falling to 100 in 2025.
Companies founded / year
new Online Learning companies in the United States
2016: 349 2017: 375 2018: 377 2019: 392 2020: 523 2021: 427 2022: 322 2023: 363 2024: 263 2025: 100 2016 2025
peak 523 in 2020
Companies raising / year
with a disclosed round that year
2016 2025
peak 155 in 2021
Disclosed funding / year
sum of disclosed rounds (USD)
2016: 1,026,124,572 2017: 1,097,341,344 2018: 1,469,855,672 2019: 1,296,885,881 2020: 1,449,205,524 2021: 4,722,296,315 2022: 1,965,675,855 2023: 660,635,429 2024: 474,909,650 2025: 975,542,687 2016 2025
peak $4.7B in 2021
Where Online Learning companies in the United States are based Lists the cities with the most companies: New York City 579, San Francisco 455, Los Angeles 200, Austin 157, and Chicago 123.
→ Hub 01
New York City
579 Online Learning companies
32% of the Online Learning companies across these hubs
579 companies
$3.8B disclosed funding
26 hiring now
Hub 02
San Francisco
455 Online Learning companies
25% of the Online Learning companies across these hubs
455 companies
$4B disclosed funding
28 hiring now
Hub 03
Los Angeles
200 Online Learning companies
11% of the Online Learning companies across these hubs
200 companies
$110.4M disclosed funding
5 hiring now
Hub 04
Austin
157 Online Learning companies
9% of the Online Learning companies across these hubs
157 companies
$891.3M disclosed funding
9 hiring now
Hub 05
Chicago
123 Online Learning companies
7% of the Online Learning companies across these hubs
123 companies
$195.9M disclosed funding
2 hiring now
Hub 06
Boston
114 Online Learning companies
6% of the Online Learning companies across these hubs
114 companies
$210M disclosed funding
8 hiring now
Hub 07
San Diego
104 Online Learning companies
6% of the Online Learning companies across these hubs
104 companies
$89.2M disclosed funding
3 hiring now
Hub 08
Seattle
90 Online Learning companies
5% of the Online Learning companies across these hubs
90 companies
$181.7M disclosed funding
3 hiring now
The Online Learning market map of the United States: what these companies actually do Edtech 6,225 companies · $13.7B raised · 244 hiring Consumer Digital 5,722 companies · $11.8B raised · 225 hiring Online Courses 3,052 companies · $5.2B raised · 110 hiring Enterprise Tech 2,546 companies · $12.4B raised · 155 hiring Vocational Training 1,230 companies · $2.1B raised · 28 hiring SaaS 1,215 companies · $6.8B raised · 66 hiring Enterprise Software 1,076 companies · $6.9B raised · 57 hiring Future of Work 790 companies · $2.5B raised · 41 hiring Passion Economy 750 companies · $2.6B raised · 31 hiring HR SaaS 711 companies · $5.4B raised · 43 hiring Healthtech 363 companies · $767.9M raised · 29 hiring Deep Tech 257 companies · $1B raised · 12 hiring Monetization
How Online Learning 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 5,509
Fee-For-Service 1,343
Advertising 1,125
Commission on Transaction 818
E-Commerce - Service 706
E-Commerce - Product 392
Freemium 125
Physical Commerce 112
Funding, M&A and the deals moving Online Learning in the United States Earnings 192 Leadership 180 Funding 77 Announcement 62 M&A 60 Product 39 Lawsuit 35 Contracts 17 Assets 14 Buyback 8
Funding Certifyde, an AI adoption platform, has raised $2 million in seed funding. 2026-05-01 M&A ExecOnline acquires team development firm 19 April 2026 Skills Training You are unauthorized to view this page. 2026-04-19 M&A On April 9, shareholders of both Coursera and Udemy voted to approve the merger. 2026-04-13 Funding Acclaim, an AI-powered customer experience platform built for regulated industries, announced its formal entry into the U.S. market, backed by a previously disclosed $34 million Series A funding round. 2026-04-01 M&A Podpage has acquired School of Podcasting to expand its value proposition beyond hosting into creator enablement. 2026-03-23 M&A 360training has acquired assets from Canadian Food Safety Group to expand its compliance-focused e-learning portfolio. 2026-03-03 M&A CEO Alessio Artuffo said the acquisition of 365Talents represents a “milestone”. 2026-03-02 M&A QuickStart acquires IronCircle 2026-02-24 Funding Trident Resources Corp. has closed its previously announced private placements. 2026-02-18 Funding BoldVoice, an accent training app for non-native English speakers, has raised $21M in Series A funding led by Matrix. 2026-01-28 Mergers and acquisitions Deals from the last 24 months where a Online Learning company in the United States 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 listing, hiring leaders, launching and winning work Details specific event types such as IPO filings, leadership changes, product launches, and contract wins.
IPO pipeline
6 companies listed or filing · last 24 months
Contract wins
12 customer wins · last 24 months
Regulatory & litigation
3 regulatory events · 21 tracked suits · 24 months
Trident approved — TSX Venture Exchange Apr 2026 Udemy awaiting regulatory approvals Apr 2026 zSpace approved to transfer listing to Nasdaq Capital Market — Listing Qualifications Department of the Nasdaq Stock Market Oct 2025 Encyclopedia Britannica, merriam-webster v openai copyright infringement · Filed Mar 2026 J. Blades v A. Rosson, new horizons, western express motion to dismiss claims · Ongoing Feb 2026 Earnings pulse
companies reporting results · last 24 months
24 companies reporting189 company-quarters trackedbeat 36 miss 19 in line 3
Half of these companies grew revenue faster than +9.0% , half slower.
Who is building Online Learning in the United States Profiles 2,882 founders and CEOs across 2,187 firms, noting that Stanford, Harvard, MIT, and UC Berkeley are the most common alma maters, and Google, Microsoft, and McKinsey the top prior employers.
Founders and chief executives 12 of 2,882, from the best-funded companies on this page
→ ex- Co-founder-ABC English Language Training Institute. Cheung Kong Graduate School of Business…
Founder & CEO
Rachel Carlson
repeat founder Ex-Founder Student Blueprint, American Honors, The Parthenon Group. Stanford University BA, Stanford Graduate School of Business MBA
Co-Founder & CEO
Alexi Robichaux
Ex- VMware, The Glenroe Group, The Walt Disney. USC BA 2007
Ex- CEO Cornerstone OnDemand, Saba. University at Albany BS 1987, Seton Hall University MBA
Ex-Transpera, Glu Mobile. University of Georgia - Terry College of Business BBA, USC Marshall School of Business MBA
Co-Founder & CEO
David Rogier
Ex-Tesco, Harrison Metal Capita. Washington University in St. Louis BA 2005, Stanford University Graduate School of Business MBA 2011
Co-Founder & Chairman
Andrew Ng
repeat founder Founder DeepLearning.AI, Landing AI, Coursera, Google. Carnegie Mellon University BS 1997, MIT MS 1998, University of California, Berkeley PhD 2003
Founder & Technology Advisor
Eric Sharp
Learn, ex-Future Of Work Studios, ex-Bookclub, Brigham Young University, 2009
Co-Founder & CTO
Dmytro Voloshyn
Taras Shevchenko National University of Kyiv MS 2011, Institute of Software System Kyiv Ukraine PhD 2014
CEO & President
Hugo Sarrazin
Ex-UKG, McKinsey, Hickling. University of Ottawa BS 1989, Stanford University MS 1991, PhD 1994
Co-Founder and Special Advisor to the Board and CEO
Aaron Skonnard
Pluralsight, ex-Utah Technology Council, ex-Skonnard Consulting, Brigham Young University, 1996
CEO and board member
Kai Roemmelt
Udacity, ex-Best Merchant Partners, ex-Bertelsmann, Universität St. Gallen-Hochschule für Wirtschafts-, Rechts- und Sozialwissenschaften, 2010
Where the founders studied
alma mater on record for 541 of 2,882 founders
Stanford University 85
Harvard University 76
Massachusetts Institute of Technology 47
University of California (Berkeley) 42
Harvard Business School 38
University of Pennsylvania 33
Columbia University 32
Cornell University 26
Where they worked before
a previous employer on record for 141 of 2,882 founders
Google 33
Microsoft 31
McKinsey 19
Cisco 12
Amazon 7
Intel 7
Bain 7
Facebook 7
Founders flagged as repeat founders
of 2,571 founders with a profile on this page
43
carry a repeat-founder flag
flagged as repeat founders 43 no repeat-founder flag 2,528 Women and men among the founders
first names matched for 2,632 of 2,882 founders
22%
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 250 founders go in neither column.
Radar
Look up the people behind Online Learning companies in the United States
Search founders, executives and operators by company, role and location.
Who funds Online Learning in the United States Documents 1,683 funding rounds since 2016 from 1,835 investors, with a typical round size of $1.8 million.
Stage mix · rounds since 2016
Seed & Angel 739
Series A–B 473
Series C+ / PE 139
Grants, debt & other 332
The typical round is $1.8M — half were bigger, half smaller.
The biggest Online Learning funding rounds in the United States Highlights the largest disclosed round—Articulate’s $1.5 billion Series A—and lists ten other large recent rounds.
Company Round Size When Backers Articulate Series Amega-round $1.5B Jul 2021 General Atlantic , Blackstone , Iconiq Capital VIPKid Series Dmega-round $500M Jun 2018 Coatue , Tencent , Yunfeng Capital +1 more BetterUp Series Emega-round $339M Sep 2021 Wellington , Lightspeed Venture Partners , Mubadala +6 more Age of Learning Series Emega-round $300M Jun 2021 TPG , Qatar Investment Authority , Madrone Capital Partners Guild Series Fmega-round $264.7M May 2022 Wellington , Citi Impact Fund , Bon Secours Health System +4 more Guild Series E $233.8M Jun 2021 Emerson Collective , Cowboy Ventures , Bessemer Venture Partners +6 more MasterClass Series F $225M May 2021 Fidelity Investments , Baillie Gifford , Eldridge Industries +15 more TutorGroup Series C $200M Nov 2015 GIC , Russia-China Investment Fund , Goldman Sachs +1 more VIPKid Series D $200M Aug 2017 Tencent , Yunfeng Capital , Matrix Partners China +2 more Lynda.com Series D $186M Jan 2015 TPG , Accel , Spectrum Equity +1 more
Venture round sizes · 2023–2025
<$1M 72
$1–10M 91
$10–50M 45
$50–250M 5
>$250M 0
213 venture rounds with a disclosed amount in the window.
Fresh cheques · last 6 months
What the news says about Online Learning in the United States Counts 356,336 news articles in the last year, most frequently covering extracurricular activities, bullying prevention, college‑readiness, physical‑education, and wellness programs.
News volume
Online Learning coverage across United States · articles per quarter
2021Q2: 63,537 2021Q3: 73,437 2021Q4: 62,924 2022Q1: 71,740 2022Q2: 66,199 2022Q3: 63,550 2022Q4: 62,825 2023Q1: 73,434 2023Q2: 84,604 2023Q3: 71,517 2023Q4: 73,466 2024Q1: 85,476 2024Q2: 81,804 2024Q3: 84,391 2024Q4: 77,325 2025Q1: 106,517 2025Q2: 73,527 2025Q3: 124,784 2025Q4: 68,523 2026Q1: 112,464 2021Q2 2026Q1
peak 124,784 in 2025Q3 · 356,336 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 62% → 65%, negative 36% → 34% across 2021–2025.
What the coverage is about The subjects that dominate Online Learning news in United States. The arrow shows whether each one is being written about more or less than a year ago.
Extracurricular activities and clubs 54,876 →+1% Bullying prevention and school safety measures 44,118 ▲+28% High school college readiness initiatives 43,861 →-3% Physical education and wellness programs 34,719 →+8% Artificial intelligence advancements 32,181 ▲+31% Local school district updates and policies 31,000 ▲+60% Education system changes and school board decisions 27,330 ▲+45% College athletics news 26,397 ▲+14% School violence and campus assaults 25,871 ▲+22% Student leadership and government initiatives 24,358 →+8% Most-covered companies · last 12 months
238 Online Learning companies here were named in the news over this period.
Prism
Watch Online Learning coverage in United States 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.
athletic programs+43% cloud infrastructure+62% school closures+44% recreational sports programs+206% ncaa updates+54% mass shooting+46% green data centers+50% educational apps k-12+46% new gadgets+46% performance-based assessments+64%
youth basketball divisions-35% school basketball programs-35% youth basketball tournaments-37% ymca basketball leagues-39% christmas light shows-47%
The pressures the press keeps returning to Three recurring angles in United States Online Learning coverage, and whether each is getting more attention year on year (through 2025).
Regulatory Risk ▲ rising
270,187 articles touch this dimension · 52.1% critical tone
2021 2025
signals: ai regulation compliance, responsible ai, ai research
Funding Momentum ▲ rising
113,016 articles touch this dimension · 43.2% critical tone
2021 2025
signals: school funding battles, education reform, budget prioritization education
Growth ▲ rising
67,105 articles touch this dimension · 48.4% critical tone
2021 2025
signals: ai hardware, dc fast-charging deployment, ai research
Online Learning jobs in the United States: who is hiring and what they ask for Aggregates 15,070 job postings from 486 employers, noting top skill demands (HIPAA, injections, wound care, catheters, infection control) and a median advertised salary of $75 k per year.
15,070 postings · last 12 months
25,881 postings tracked overall
486 employers advertising
$75k median advertised salary/yr (n=1252)
Demand
The Skills Employers Ask For What Online Learning employers in the United States 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.
hipaa 574 ▲ injections 549 ▲ wound care 540 ▲ catheters 540 ▲ infection control 444 ▲ python 171 ▲ ai 137 ▲ computer 131 ▲ infection control protocols 122 ▲ excel 120 ▲ What level are these roles?
Entry 2,413
Intern 119
Senior 1,399
Lead 743
Manager 1,996
What they pay, by level
Manager $105k/yr (n=151) Senior $104k/yr (n=85) Lead $140k/yr (n=30) Most advertised titles
Golf Instructor 656 Medical Billing And Coding - Entry Level Training Program 635 Pickleball Instructor 629 Licensed Practical Nurse (Lpn) - Full Green Card Sponsorship 598 Registered Nurse (Rn) - Full Green Card Sponsorship 565 Pharmacy Technician - Entry Level Training Program 521 50 Online Learning-relevant internships in India were advertised over the same 12 months.
What Online Learning research in the United States is working on Indexes 4,451 U.S.‑affiliated academic papers, with 780 identifying common problems, 382 issuing cautions, and 2,502 outlining opportunities.
How this field talks about itself
United States-affiliated Online Learning papers (gold) against all published research (grey)
Promising 45.3% · 37.1% 1.2×
Problem-identifying 16.4% · 9.6% 1.7×
Descriptive 14.5% · 17.8% 0.8×
Breakthrough 10.9% · 26.0% 0.4×
Cautionary 8.6% · 4.7% 1.8×
Comparative 3.2% · 3.8% 0.8×
How the work is done
Empirical 53.4%
Methods-led 24.2%
Reviews 14.6%
Position pieces 6.5%
Theoretical 1.3%
How the research reads
97% positive · 1% neutral · 2% negative , across 4,451 papers.
The institutions doing the work · United States
Brigham Young University 8k Michigan State University 8k Indiana University 4k Purdue University West Lafayette 4k Arizona State University 4k Iowa State University 3k ranked by how often their work is cited
Leading researchers · United States-affiliated work
Punya Mishra · Matthew J. Koehler · Charles R. Graham · Peggy A. Ertmer · Anne Ottenbreit‐Leftwich · Richard E. Mayer · Ryan S. Baker · George Siemens
The most-cited breakthroughs
What is Technological Pedagogical Content Knowledge (TPACK)? · 1k cites A time‐based blended learning model · 442 cites Seven Affordances of Computer-Supported Collaborative Learning: How to Support Collaborative Learning? How Can Technologies Help? · 438 cites Artificial Intelligence-Enabled Intelligent Assistant for Personalized and Adaptive Learning in Higher Education · 388 cites Personalized adaptive learning: an emerging pedagogical approach enabled by a smart learning environment · 376 cites Common problems researchers identify 710 papers · 7 recurring themes
→ Problems · theme 01
Instructional Design / Educational Technology
164 papers · 23.1% of this block
2022: 239 of every 10,000 papers on this subject 2023: 236 of every 10,000 papers on this subject 2024: 228 of every 10,000 papers on this subject 2025: 309 of every 10,000 papers on this subject 2022: 239 of every 10,000 papers on this subject 2023: 236 of every 10,000 papers on this subject 2024: 228 of every 10,000 papers on this subject 2025: 309 of every 10,000 papers on this subject ▲ +29% share 2022→2025 share of research on this subject Instructional design · Educational technology · Experiential learning · Professional learning community
“Constructing a Design Framework and Pedagogical Approach for Adaptive Learning in Higher Education: A Practitioner's Perspective”
Problems · theme 02
Technology Integration / Educational Technology
159 papers · 22.4% 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 Technology integration · Educational technology · Information and Communications Technology · Information technology
“Teachers’ Beliefs and Technology Practices”
Problems · theme 03
Distance Education / Online Learning
130 papers · 18.3% of this block
2022: 284 of every 10,000 papers on this subject 2023: 209 of every 10,000 papers on this subject 2024: 146 of every 10,000 papers on this subject 2025: 140 of every 10,000 papers on this subject 2022: 284 of every 10,000 papers on this subject 2023: 209 of every 10,000 papers on this subject 2024: 146 of every 10,000 papers on this subject 2025: 140 of every 10,000 papers on this subject ▼ -51% share 2022→2025 share of research on this subject Distance education · Online learning · Blended learning · Pandemic
“Foundations of online learning: Challenges and opportunities”
Problems · theme 04
Mathematics Education / Educational Technology
86 papers · 12.1% of this block
2022: 1,311 of every 10,000 papers on this subject 2023: 1,291 of every 10,000 papers on this subject 2024: 974 of every 10,000 papers on this subject 2025: 524 of every 10,000 papers on this subject 2022: 1,311 of every 10,000 papers on this subject 2023: 1,291 of every 10,000 papers on this subject 2024: 974 of every 10,000 papers on this subject 2025: 524 of every 10,000 papers on this subject ▼ -60% share 2022→2025 share of research on this subject Mathematics education · Educational technology · Technology integration · Pedagogy
“The Teacher Technology Integration Experience: Practice and Reflection in the Classroom”
Problems · theme 05
Applications Of Artificial Intelligence / Corporate Governance
78 papers · 11.0% of this block
2022: 68 of every 10,000 papers on this subject 2023: 74 of every 10,000 papers on this subject 2024: 71 of every 10,000 papers on this subject 2025: 137 of every 10,000 papers on this subject 2022: 68 of every 10,000 papers on this subject 2023: 74 of every 10,000 papers on this subject 2024: 71 of every 10,000 papers on this subject 2025: 137 of every 10,000 papers on this subject ▲ +100% share 2022→2025 share of research on this subject Applications of artificial intelligence · Corporate governance · Equity · Adaptation
“Examining Teaching Competencies and Challenges While Integrating Artificial Intelligence in Higher Education”
Problems · theme 06
Learning Analytics / Analytics
60 papers · 8.5% of this block
2022: 90 of every 10,000 papers on this subject 2023: 84 of every 10,000 papers on this subject 2024: 63 of every 10,000 papers on this subject 2025: 82 of every 10,000 papers on this subject 2022: 90 of every 10,000 papers on this subject 2023: 84 of every 10,000 papers on this subject 2024: 63 of every 10,000 papers on this subject 2025: 82 of every 10,000 papers on this subject ▼ -9% share 2022→2025 share of research on this subject Learning analytics · Analytics · Big data · Educational data mining
“Learning analytics and educational data mining”
Problems · theme 07
Generative Grammar / Generative Model
33 papers · 4.6% of this block
2022: 62 of every 10,000 papers on this subject 2023: 72 of every 10,000 papers on this subject 2024: 74 of every 10,000 papers on this subject 2025: 136 of every 10,000 papers on this subject 2022: 62 of every 10,000 papers on this subject 2023: 72 of every 10,000 papers on this subject 2024: 74 of every 10,000 papers on this subject 2025: 136 of every 10,000 papers on this subject ▲ +118% share 2022→2025 share of research on this subject Generative grammar · Generative model · Mediation · Personalization
“Generative AI in Higher Education: Demographic Differences in Student Perceived Readiness, Benefits, and Challenges”
Cautions 336 papers · 7 recurring themes
→ Cautions · theme 01
Learning Analytics / Higher Education
65 papers · 19.3% of this block
2022: 413 of every 10,000 papers on this subject 2023: 434 of every 10,000 papers on this subject 2024: 394 of every 10,000 papers on this subject 2025: 540 of every 10,000 papers on this subject 2022: 413 of every 10,000 papers on this subject 2023: 434 of every 10,000 papers on this subject 2024: 394 of every 10,000 papers on this subject 2025: 540 of every 10,000 papers on this subject ▲ +31% share 2022→2025 share of research on this subject Learning analytics · Higher education · Literacy · Cognition
“Exploring the Potential Impact of Artificial Intelligence (AI) on International Students in Higher Education: Generative AI, Chatbots, Analy”
Cautions · theme 02
Mathematics Education / Educational Technology
64 papers · 19.0% 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 Mathematics education · Educational technology · Blended learning · Flipped classroom
“The effectiveness of e-learning: An explorative and integrative review of the definitions, methodologies and factors that promote e-Learning”
Cautions · theme 03
Test / Analytics
62 papers · 18.5% of this block
2022: 78 of every 10,000 papers on this subject 2023: 80 of every 10,000 papers on this subject 2024: 72 of every 10,000 papers on this subject 2025: 84 of every 10,000 papers on this subject 2022: 78 of every 10,000 papers on this subject 2023: 80 of every 10,000 papers on this subject 2024: 72 of every 10,000 papers on this subject 2025: 84 of every 10,000 papers on this subject ▲ +8% share 2022→2025 share of research on this subject Test · Analytics · Science education · Affect
“A Global Classroom? Evaluating the Effectiveness of Global Virtual Collaboration as a Teaching Tool in Management Education”
Cautions · theme 04
Technology Integration / Digital Transformation
53 papers · 15.8% of this block
2022: 239 of every 10,000 papers on this subject 2023: 244 of every 10,000 papers on this subject 2024: 253 of every 10,000 papers on this subject 2025: 354 of every 10,000 papers on this subject 2022: 239 of every 10,000 papers on this subject 2023: 244 of every 10,000 papers on this subject 2024: 253 of every 10,000 papers on this subject 2025: 354 of every 10,000 papers on this subject ▲ +48% share 2022→2025 share of research on this subject Technology integration · Digital transformation · Educational technology · Technology education
“Educational Technology: A Review of the Integration, Resources, and Effectiveness of Technology in K-12 Classrooms”
Cautions · theme 05
Asynchronous Communication / Online Learning
36 papers · 10.7% of this block
2022: 2,177 of every 10,000 papers on this subject 2023: 2,109 of every 10,000 papers on this subject 2024: 1,983 of every 10,000 papers on this subject 2025: 2,119 of every 10,000 papers on this subject 2022: 2,177 of every 10,000 papers on this subject 2023: 2,109 of every 10,000 papers on this subject 2024: 1,983 of every 10,000 papers on this subject 2025: 2,119 of every 10,000 papers on this subject ▼ -3% share 2022→2025 share of research on this subject Asynchronous communication · Online learning · Perception · Pandemic
“Students’ perception of online learning during the COVID-19 pandemic”
Cautions · theme 06
Intelligent Tutoring System / Game Based Learning
30 papers · 8.9% of this block
2022: 5 of every 10,000 papers on this subject 2023: 7 of every 10,000 papers on this subject 2024: 9 of every 10,000 papers on this subject 2025: 11 of every 10,000 papers on this subject 2022: 5 of every 10,000 papers on this subject 2023: 7 of every 10,000 papers on this subject 2024: 9 of every 10,000 papers on this subject 2025: 11 of every 10,000 papers on this subject ▲ +102% share 2022→2025 share of research on this subject Intelligent tutoring system · Game based learning · Computer-Assisted Instruction · Narrative
“Motivation and performance in a game-based intelligent tutoring system.”
Cautions · theme 07
Generative Grammar / Generative Model
26 papers · 7.7% of this block
2022: 14 of every 10,000 papers on this subject 2023: 28 of every 10,000 papers on this subject 2024: 46 of every 10,000 papers on this subject 2025: 101 of every 10,000 papers on this subject 2022: 14 of every 10,000 papers on this subject 2023: 28 of every 10,000 papers on this subject 2024: 46 of every 10,000 papers on this subject 2025: 101 of every 10,000 papers on this subject ▲ +594% share 2022→2025 share of research on this subject Generative grammar · Generative model · Personalized learning · Grading
“Pedagogical Applications of Generative AI in Higher Education: A Systematic Review of the Field”
Opportunities 2,228 papers · 7 recurring themes
→ Opportunities · theme 01
Experiential Learning / Active Learning
622 papers · 27.9% of this block
2022: 184 of every 10,000 papers on this subject 2023: 174 of every 10,000 papers on this subject 2024: 157 of every 10,000 papers on this subject 2025: 224 of every 10,000 papers on this subject 2022: 184 of every 10,000 papers on this subject 2023: 174 of every 10,000 papers on this subject 2024: 157 of every 10,000 papers on this subject 2025: 224 of every 10,000 papers on this subject ▲ +22% share 2022→2025 share of research on this subject Experiential learning · Active learning · Blended learning · Higher education
“Using an adaptive learning tool to improve student performance and satisfaction in online and face-to-face education for a more personalized”
Opportunities · theme 02
Generative Grammar / Generative Model
324 papers · 14.5% 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 Generative grammar · Generative model · Transformative learning · Personalized learning
“AI IN EDUCATION: PIONEERING NEW APPROACHES TO LEARNING AND TEACHING”
Opportunities · theme 03
Mathematics Education / Educational Technology
304 papers · 13.6% of this block
2022: 1,323 of every 10,000 papers on this subject 2023: 1,302 of every 10,000 papers on this subject 2024: 984 of every 10,000 papers on this subject 2025: 535 of every 10,000 papers on this subject 2022: 1,323 of every 10,000 papers on this subject 2023: 1,302 of every 10,000 papers on this subject 2024: 984 of every 10,000 papers on this subject 2025: 535 of every 10,000 papers on this subject ▼ -60% share 2022→2025 share of research on this subject Mathematics education · Educational technology · Science education · Pedagogy
“A Study of Educational Simulations Part 1 - Engagement and Learning”
Opportunities · theme 04
Technology Integration / Educational Technology
292 papers · 13.1% 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 Technology integration · Educational technology · Information and Communications Technology · Technology acceptance model
“Understanding the Influence of Perceived Usability and Technology Self-Efficacy on Teachers’ Technology Acceptance”
Opportunities · theme 05
Reinforcement Learning / Adaptive Learning
254 papers · 11.4% 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 Reinforcement learning · Adaptive learning · Robustness · Stability
“Development of Intelligent, Adaptive, and Dynamic Systems Via the Investigation of Novel Machine Learning Algorithms”
Opportunities · theme 06
Learning Analytics / Analytics
238 papers · 10.7% 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 Learning analytics · Analytics · Data analysis · Predictive analytics
“Predicting Student Performance Using Personalized Analytics”
Opportunities · theme 07
Virtual Reality / Instructional Simulation
194 papers · 8.7% of this block
2022: 90 of every 10,000 papers on this subject 2023: 95 of every 10,000 papers on this subject 2024: 88 of every 10,000 papers on this subject 2025: 97 of every 10,000 papers on this subject 2022: 90 of every 10,000 papers on this subject 2023: 95 of every 10,000 papers on this subject 2024: 88 of every 10,000 papers on this subject 2025: 97 of every 10,000 papers on this subject ▲ +8% share 2022→2025 share of research on this subject Virtual reality · Instructional simulation · Augmented reality · Virtual learning environment
“AUGMENTED AND VIRTUAL REALITY IN U.S. EDUCATION: A REVIEW: ANALYZING THE IMPACT, EFFECTIVENESS, AND FUTURE PROSPECTS OF AR/VR TOOLS IN ENHAN”
Which of these themes are growing fastest Shows how the share of different research themes has shifted from 2022 to 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
Generative Grammar / Generative Model ▲+118%
Applications Of Artificial Intelligence / Corporate Governance ▲+100%
Instructional Design / Educational Technology ▲+29%
Technology Integration / Educational Technology ▲+7%
Learning Analytics / Analytics ▼-9%
Distance Education / Online Learning ▼-51%
Mathematics Education / Educational Technology ▼-60%
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 Grammar / Generative Model ▲+594%
Intelligent Tutoring System / Game Based Learning ▲+102%
Technology Integration / Digital Transformation ▲+48%
Learning Analytics / Higher Education ▲+31%
Test / Analytics ▲+8%
Asynchronous Communication / Online Learning ▼-3%
Mathematics Education / Educational Technology ▼-59%
Opportunities
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining share losing share
Generative Grammar / Generative Model ▲+416%
Reinforcement Learning / Adaptive Learning ▲+98%
Experiential Learning / Active Learning ▲+22%
Virtual Reality / Instructional Simulation ▲+8%
Technology Integration / Educational Technology ▲+7%
Learning Analytics / Analytics ▼-13%
Mathematics Education / Educational Technology ▼-60%
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