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Nonprofit · Palo Alto · United States

Institute for the Future

In research, Institute for the Future stands highest in Physical Sciences (#1,155 of 10,670 worldwide), Social Sciences (#1,132 of 9,585 worldwide) and Computer Science (#924 of 4,417 worldwide), 2022-now. Relative to its size it is most specialised in Computer Science Applications (Computer Science Applications is 13.5× its share of world research).

World rank, 2022-now
#1,702
of 22,385 · #2,347 all time
Rank in United States
#335
of 3,332
Research works
1.4k
▲ 112% vs 2018-21
Citations
16k
11.5 per fractional work
Top-10% rate
15.9%
all institutions 10.0%
vs its own fields
1.07×
1.00× is exactly expected
Open access
50%
world 40%
International
41%
world 18%

What is Institute for the Future known for in research?

The fields where it stands highest, 2022-now, ranked among every institution above the floor in each field.

FieldWorld rankWhere that sitsTop-10% rateWorksAll time
Physical SciencesDomain #1,155 of 10,670 17.0%249 #1591
Social SciencesDomain #1,132 of 9,585 17.2%213 #1374
Computer ScienceField #924 of 4,417 24.8%84 #1359
Social SciencesField #1,520 of 5,988 18.2%110 #1389
EngineeringField #1,559 of 5,901 13.4%83 #1977

Each strip is that field's whole ranked pool, with the notch where Institute for the Future sits in it, in the colour of the band that rank falls in. The track under the rate is the rate itself: it carries no average mark, because the average differs by field (from about 6% in Dentistry to 21% in Economics).

Which of those standings moved

The same fields on both windows: where it stood over the whole record, and where it stands in 2022-now. The distance is the story, and it is the one thing the two rank columns above cannot show.

  1. Physical Sciences#1,591 #1,155
  2. Social Sciences#1,374 #1,132
  3. Computer Science#1,359 #924
  4. Social Sciences#1,389 #1,520
  5. Engineering#1,977 #1,559
all time2022-now, better2022-now, worse

A dot further right is a better standing. Fields it was not ranked in over the whole record are left out.

Which fields of science does Institute for the Future work in?

In 2022-now, 45% of research at Institute for the Future is in Physical Sciences, 39% in Social Sciences. Its largest fields are Social Sciences (20%), Engineering (15%), Computer Science (14%). It does 1.5× the world's share of Social Sciences.

Physical Sciences: 324 fractional works · 45.1% of its workEngineering: 107 fractional works · 14.9% of its workElectrical and Electronic Engineering: 24 fractional works · 3.4% of its workBiomedical Engineering: 20 fractional works · 2.8% of its workMechanical Engineering: 13 fractional works · 1.9% of its workMedia Technology: 11 fractional works · 1.5% of its workAerospace Engineering: 7 fractional works · 1.0% of its workIndustrial and Manufacturing Engineering: 5 fractional works · 0.7% of its workBuilding and Construction: 5 fractional works · 0.7% of its workControl and Systems Engineering: 4 fractional works · 0.5% of its workAutomotive Engineering: 3 fractional works · 0.4% of its workOcean Engineering: 3 fractional works · 0.4% of its workSafety, Risk, Reliability and Quality: 3 fractional works · 0.4% of its workCivil and Structural Engineering: 2 fractional works · 0.3% of its workArchitecture: 2 fractional works · 0.3% of its workComputational Mechanics: 2 fractional works · 0.3% of its workMechanics of Materials: 2 fractional works · 0.3% of its workComputer Science: 101 fractional works · 14.0% of its workInformation Systems: 26 fractional works · 3.6% of its workComputer Science Applications: 24 fractional works · 3.3% of its workArtificial Intelligence: 22 fractional works · 3.1% of its workComputer Vision and Pattern Recognition: 9 fractional works · 1.2% of its workComputational Theory and Mathematics: 7 fractional works · 1.0% of its workComputer Networks and Communications: 6 fractional works · 0.9% of its workHuman-Computer Interaction: 4 fractional works · 0.6% of its workSmaller subfields together: 3 fractional works · 0.4% of its workEnvironmental Science: 45 fractional works · 6.2% of its workGlobal and Planetary Change: 11 fractional works · 1.5% of its workManagement, Monitoring, Policy and Law: 10 fractional works · 1.4% of its workEnvironmental Engineering: 5 fractional works · 0.6% of its workPollution: 4 fractional works · 0.6% of its workEcology: 4 fractional works · 0.5% of its workNature and Landscape Conservation: 3 fractional works · 0.4% of its workWater Science and Technology: 2 fractional works · 0.3% of its workHealth, Toxicology and Mutagenesis: 2 fractional works · 0.3% of its workEnvironmental Chemistry: 2 fractional works · 0.2% of its workSmaller subfields together: 2 fractional works · 0.3% of its workMaterials Science: 22 fractional works · 3.1% of its workMaterials Chemistry: 13 fractional works · 1.8% of its workElectronic, Optical and Magnetic Materials: 3 fractional works · 0.4% of its workPolymers and Plastics: 3 fractional works · 0.4% of its workBiomaterials: 2 fractional works · 0.3% of its workSmaller subfields together: 2 fractional works · 0.2% of its workPhysics and Astronomy: 17 fractional works · 2.3% of its workAstronomy and Astrophysics: 11 fractional works · 1.5% of its workAtomic and Molecular Physics, and Optics: 3 fractional works · 0.4% of its workStatistical and Nonlinear Physics: 2 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.1% of its workEnergy: 9 fractional works · 1.3% of its workRenewable Energy, Sustainability and the Environment: 8 fractional works · 1.1% of its workEnergy Engineering and Power Technology: 2 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.0% of its workChemistry: 8 fractional works · 1.1% of its workOrganic Chemistry: 4 fractional works · 0.5% of its workInorganic Chemistry: 2 fractional works · 0.3% of its workSmaller subfields together: 3 fractional works · 0.4% of its workEarth and Planetary Sciences: 7 fractional works · 1.0% of its workAtmospheric Science: 3 fractional works · 0.4% of its workOceanography: 2 fractional works · 0.2% of its workSmaller subfields together: 3 fractional works · 0.4% of its workMathematics: 6 fractional works · 0.8% of its workStatistics and Probability: 4 fractional works · 0.6% of its workModeling and Simulation: 2 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.0% of its workChemical Engineering: 3 fractional works · 0.4% of its workSocial Sciences: 277 fractional works · 38.6% of its workSocial Sciences: 144 fractional works · 20.0% of its workEducation: 48 fractional works · 6.6% of its workSociology and Political Science: 41 fractional works · 5.8% of its workPolitical Science and International Relations: 15 fractional works · 2.1% of its workSafety Research: 11 fractional works · 1.5% of its workDemography: 5 fractional works · 0.6% of its workCultural Studies: 4 fractional works · 0.5% of its workAnthropology: 3 fractional works · 0.4% of its workCommunication: 3 fractional works · 0.4% of its workUrban Studies: 2 fractional works · 0.3% of its workHealth: 2 fractional works · 0.3% of its workTransportation: 2 fractional works · 0.2% of its workPublic Administration: 2 fractional works · 0.2% of its workSmaller subfields together: 7 fractional works · 0.9% of its workPsychology: 48 fractional works · 6.6% of its workSocial Psychology: 15 fractional works · 2.1% of its workDevelopmental and Educational Psychology: 13 fractional works · 1.8% of its workClinical Psychology: 9 fractional works · 1.2% of its workExperimental and Cognitive Psychology: 8 fractional works · 1.1% of its workApplied Psychology: 2 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.1% of its workBusiness, Management and Accounting: 42 fractional works · 5.9% of its workOrganizational Behavior and Human Resource Management: 12 fractional works · 1.7% of its workManagement of Technology and Innovation: 10 fractional works · 1.4% of its workStrategy and Management: 9 fractional works · 1.2% of its workManagement Information Systems: 4 fractional works · 0.6% of its workBusiness and International Management: 3 fractional works · 0.3% of its workAccounting: 2 fractional works · 0.3% of its workMarketing: 2 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workEconomics, Econometrics and Finance: 16 fractional works · 2.2% of its workEconomics and Econometrics: 12 fractional works · 1.7% of its workFinance: 2 fractional works · 0.3% of its workGeneral Economics, Econometrics and Finance: 2 fractional works · 0.2% of its workArts and Humanities: 14 fractional works · 2.0% of its workPhilosophy: 6 fractional works · 0.8% of its workHistory and Philosophy of Science: 2 fractional works · 0.3% of its workArcheology: 2 fractional works · 0.2% of its workSmaller subfields together: 5 fractional works · 0.7% of its workDecision Sciences: 14 fractional works · 1.9% of its workManagement Science and Operations Research: 8 fractional works · 1.1% of its workInformation Systems and Management: 5 fractional works · 0.7% of its workSmaller subfields together: 1 fractional works · 0.2% of its workLife Sciences: 59 fractional works · 8.2% of its workBiochemistry, Genetics and Molecular Biology: 24 fractional works · 3.3% of its workMolecular Biology: 16 fractional works · 2.2% of its workGenetics: 3 fractional works · 0.4% of its workSmaller subfields together: 5 fractional works · 0.7% of its workAgricultural and Biological Sciences: 20 fractional works · 2.8% of its workGeneral Agricultural and Biological Sciences: 7 fractional works · 1.0% of its workPlant Science: 6 fractional works · 0.8% of its workFood Science: 3 fractional works · 0.4% of its workEcology, Evolution, Behavior and Systematics: 1 fractional works · 0.2% of its workSmaller subfields together: 3 fractional works · 0.4% of its workNeuroscience: 12 fractional works · 1.7% of its workCognitive Neuroscience: 10 fractional works · 1.4% of its workSmaller subfields together: 3 fractional works · 0.4% of its workImmunology and Microbiology: 1 fractional works · 0.2% of its workPharmacology, Toxicology and Pharmaceutics: 1 fractional works · 0.1% of its workHealth Sciences: 59 fractional works · 8.2% of its workMedicine: 43 fractional works · 6.0% of its workPublic Health, Environmental and Occupational Health: 8 fractional works · 1.2% of its workSurgery: 4 fractional works · 0.6% of its workHealth Informatics: 4 fractional works · 0.5% of its workPhysiology: 3 fractional works · 0.4% of its workCardiology and Cardiovascular Medicine: 2 fractional works · 0.3% of its workPulmonary and Respiratory Medicine: 2 fractional works · 0.3% of its workInfectious Diseases: 2 fractional works · 0.3% of its workRadiology, Nuclear Medicine and Imaging: 2 fractional works · 0.2% of its workNeurology: 2 fractional works · 0.2% of its workSmaller subfields together: 15 fractional works · 2.1% of its workHealth Professions: 13 fractional works · 1.8% of its workGeneral Health Professions: 9 fractional works · 1.2% of its workSmaller subfields together: 4 fractional works · 0.6% of its workNursing: 2 fractional works · 0.3% of its workNutrition and Dietetics: 2 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.1% of its workDentistry: 0 fractional works · 0.0% of its workALL ITS WORKInstitute for theFuture719fractional works, 2022-now
Life Sciences8%Physical Sciences45%Health Sciences8%Social Sciences39%

Each ring splits the one inside it: the four domains of science, their fields, their subfields. Size is fractional works in 2022-now. Every slice is a page; the interactive view zooms down to single topics and colours each by how much more of it this institution does than the world.

Its 4 domains and 26 fields, with their numbers
    1. Engineering10714.9%
    2. Computer Science10114.0%
    3. Environmental Science456.2%
    4. Materials Science223.1%
    5. Physics and Astronomy172.3%
    6. Energy91.3%
    7. Chemistry81.1%
    8. Earth and Planetary Sciences71.0%
    9. Mathematics60.8%
    10. Chemical Engineering30.4%
    1. Social Sciences14420.0%
    2. Psychology486.6%
    3. Business, Management and Accounting425.9%
    4. Economics, Econometrics and Finance162.2%
    5. Arts and Humanities142.0%
    6. Decision Sciences141.9%
    1. Biochemistry, Genetics and Molecular Biology243.3%
    2. Agricultural and Biological Sciences202.8%
    3. Neuroscience121.7%
    4. Immunology and Microbiology10.2%
    5. Pharmacology, Toxicology and Pharmaceutics10.1%
    1. Medicine436.0%
    2. Health Professions131.8%
    3. Nursing20.3%
    4. Dentistry00.0%
    5. Veterinary00.0%
All of science, and how each field's share has moved since 1950: the Science domain explorer

What does Institute for the Future specialise in?

Where its research is concentrated relative to its size: Computer Science Applications takes 13.5× the share of its output that it takes of world research.

  1. Computer Science ApplicationsSubfield · 24.0 works14×
← less than its size predicts1×more →

Location quotient, a volume reading rather than an impact one. It surfaces small, lopsided specialities.

Field profile

Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.

Agricultural and Biological Sciences: 0.59× its world share, 20 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.63× its world share, 24 worksBiochemistry, Geneti…Immunology and Microbiology: 0.19× its world share, 1 worksImmunology and Micro…Neuroscience: 1.06× its world share, 12 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.30× its world share, 1 worksPharmacology, Toxico…Chemical Engineering: 1.05× its world share, 3 worksChemical EngineeringChemistry: 0.73× its world share, 8 worksChemistryComputer Science: 1.80× its world share, 101 worksComputer ScienceEarth and Planetary Sciences: 0.61× its world share, 7 worksEarth and Planetary …Energy: 1.43× its world share, 10 worksEnergyEngineering: 0.99× its world share, 107 worksEngineeringEnvironmental Science: 1.25× its world share, 45 worksEnvironmental ScienceMaterials Science: 0.88× its world share, 22 worksMaterials ScienceMathematics: 0.68× its world share, 6 worksMathematicsPhysics and Astronomy: 1.04× its world share, 17 worksPhysics and AstronomyDentistry: 0.05× its world share, 0 worksDentistryHealth Professions: 0.68× its world share, 13 worksHealth ProfessionsMedicine: 0.31× its world share, 43 worksMedicineNursing: 0.58× its world share, 2 worksNursingVeterinary: 0.11× its world share, 0 worksVeterinaryArts and Humanities: 0.68× its world share, 14 worksArts and HumanitiesBusiness, Management and Accounting: 1.82× its world share, 42 worksBusiness, Management…Decision Sciences: 2.01× its world share, 14 worksDecision SciencesEconomics, Econometrics and Finance: 1.03× its world share, 16 worksEconomics, Econometr…Psychology: 2.18× its world share, 48 worksPsychologySocial Sciences: 1.58× its world share, 144 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Psychology, 2.2×. Every wedge is a field page.

All 26 fields, with their numbers
  1. Psychology2.18×48 works
  2. Decision Sciences2.01×14 works
  3. Business, Management and Accounting1.82×42 works
  4. Computer Science1.80×101 works
  5. Social Sciences1.58×144 works
  6. Energy1.43×10 works
  7. Environmental Science1.25×45 works
  8. Neuroscience1.06×12 works
  9. Chemical Engineering1.05×3 works
  10. Physics and Astronomy1.04×17 works
  11. Economics, Econometrics and Finance1.03×16 works
  12. Engineering0.99×107 works
  13. Materials Science0.88×22 works
  14. Chemistry0.73×8 works
  15. Mathematics0.68×6 works
  16. Health Professions0.68×13 works
  17. Arts and Humanities0.68×14 works
  18. Biochemistry, Genetics and Molecular Biology0.63×24 works
  19. Earth and Planetary Sciences0.61×7 works
  20. Agricultural and Biological Sciences0.59×20 works
  21. Nursing0.58×2 works
  22. Medicine0.31×43 works
  23. Pharmacology, Toxicology and Pharmaceutics0.30×1 works
  24. Immunology and Microbiology0.19×1 works
  25. Veterinary0.11×0 works
  26. Dentistry0.05×0 works

Who are the top researchers at Institute for the Future?

Ranked on the quality score, Shannon Sung, Christin A. Glorioso and Adriana Bankston lead among researchers whose main affiliation is Institute for the Future.

  1. 1 Shannon Sung United States · #1,571,163 worldwide 470 citations · 33 works
  2. 2 Christin A. Glorioso United States · #1,691,953 worldwide 559 citations · 29 works
  3. 3 Adriana Bankston United States · #1,695,803 worldwide 281 citations · 161 works
  4. 4 Charles L. Wilson United States · #2,053,718 worldwide 468 citations · 21 works
  5. 5 Sheila E. Ward United States · #2,355,539 worldwide 452 citations · 24 works
  6. 6 Suzanne Arms United States · #2,531,465 worldwide 146 citations · 19 works
  7. 7 Claudia Melim-McLeod United States · #2,584,058 worldwide 0 citations · 24 works
  8. 8 Robert Johansen United States · #2,605,786 worldwide 2k citations · 121 works
  9. 9 Ellen M. Morrison United States · #2,606,244 worldwide 350 citations · 28 works
  10. 10 Julian Cribb United States · #2,640,815 worldwide 994 citations · 100 works
All ranked researchers at Institute for the Future

What are the most cited papers from Institute for the Future?

The most cited paper from Institute for the Future is "Augmenting large language models with chemistry tools" (Andres Marulanda Bran, Sam Cox, Oliver Tobias Schilter et al., 2024), with 737 citations. Next come "The M4 Competition: Results, findings, conclusion and way forward" (631) and "Transforming business using digital innovations: the application of AI, blockchain, cloud and data analytics" (589).

Most cited papers
#PaperReleasedCitations
1 Augmenting large language models with chemistry tools Andres Marulanda Bran, Sam Cox, Oliver Tobias Schilter et al. · Nature Machine Intelligence Open access 8 May 2024 737
2 The M4 Competition: Results, findings, conclusion and way forward Spyros Makridakis, Evangelos Spiliotis, Vassilios Assimakopoulos · International Journal of Forecasting 20 Jun 2018 631
3 Transforming business using digital innovations: the application of AI, blockchain, cloud and data analytics Shahriar Akter, Katina Michael, Muhammad Rajib Uddin et al. · Annals of Operations Research Open access 4 May 2020 589
4 Viewpoint: When Will AI Exceed Human Performance? Evidence from AI Experts Katja Grace, John Salvatier, Allan Dafoe et al. · Journal of Artificial Intelligence Research Open access 31 Jul 2018 576
5 Co-Producing Sustainability: Reordering the Governance of Science, Policy, and Practice Carina A. Wyborn, Amber Datta, Jasper Montana et al. · Annual Review of Environment and Resources ReviewOpen access 17 Jun 2019 490
All 62 most cited papers, with filters and sorting

Which keywords describe research at Institute for the Future?

By fractional works in 2022-now, weighted toward what it does more of than the world: Sustainability, Education, Innovation, Knowledge Management, Educational Technology, Artificial Intelligence, Student Engagement and Climate Change.

▲ more of its work than of the world's◆ about the world's share▼ less than the world's

Size is fractional works in 2022-now in the topics tagged with each word; colour is the word's share of this institution's work against its share of the world's. The 40 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 40 words, with their numbers
  1. Sustainability54▲ 3.0×63 topics
  2. Education44▲ 3.6×46 topics
  3. Machine Learning39▲ 1.62×62 topics
  4. Climate Change36▲ 1.83×59 topics
  5. Innovation35▲ 4.8×34 topics
  6. Artificial Intelligence34▲ 3.4×31 topics
  7. Educational Technology33▲ 3.9×28 topics
  8. Globalization27▲ 1.91×52 topics
  9. Knowledge Management26▲ 6.6×18 topics
  10. Big Data24▲ 3.5×20 topics
  11. E-Learning24▲ 3.5×18 topics
  12. Student Engagement20▲ 7.0×12 topics
  13. Renewable Energy20▲ 1.89×26 topics
  14. Environmental Impact19▲ 1.58×31 topics
  15. Healthcare19▲ 2.3×20 topics
  16. Online Learning17▲ 2.9×15 topics
  17. Distance Learning16▲ 6.6×8 topics
  18. Digital Transformation16▲ 4.1×16 topics
  19. Higher Education15▲ 3.9×16 topics
  20. Technology15▲ 3.9×13 topics
  21. Ethics14▲ 3.9×18 topics
  22. Leadership14▲ 4.0×16 topics
  23. STEM Education13▲ 4.1×7 topics
  24. Informal Learning13▲ 14×5 topics
  25. Lifelong Learning13▲ 8.6×7 topics
  26. Motivation13▲ 4.3×7 topics
  27. Engineering Education12▲ 20×4 topics
  28. Learning Analytics11▲ 13×2 topics
  29. Open Innovation11▲ 25×2 topics
  30. Corporate Social Responsibility10▲ 8.0×4 topics
  31. Open Access9▲ 13×2 topics
  32. Biomedical Engineering9▲ 9.1×2 topics
  33. Educational Projects9▲ 29×1 topic
  34. Remote Learning9▲ 29×1 topic
  35. Team Science9▲ 42×2 topics
  36. Intrinsic Motivation9▲ 10×3 topics
  37. Challenge-Based Learning8▲ 34×1 topic
  38. Hackathons8▲ 34×1 topic
  39. Educational Data Mining8▲ 13×1 topic
  40. Massive Open Online Courses8▲ 13×1 topic

Which research topics does Institute for the Future publish most on?

By volume in 2022-now: E-Learning and Knowledge Management, Biomedical and Engineering Education, Online Learning and Analytics and Innovation, Sustainability, Human-Machine Systems.

  1. 1 E-Learning and Knowledge Management Computer Science Applications 9 works
  2. 2 Biomedical and Engineering Education Biomedical Engineering 8 works
  3. 3 Online Learning and Analytics Computer Science Applications 8 works
  4. 4 Innovation, Sustainability, Human-Machine Systems Sociology and Political Science 7 works
  5. 5 Space Science and Extraterrestrial Life Astronomy and Astrophysics 7 works
  6. 6 Educational Games and Gamification Developmental and Educational Psychology 6 works
  7. 7 Ethics and Social Impacts of AI Safety Research 6 works
  8. 8 Knowledge Management in Higher Education Education 5 works
  9. 9 Engineering Education and Curriculum Development Media Technology 5 works
  10. 10 Educational Innovations and Technology Information Systems 4 works

How open and international is its research?

Against the world's own shares: the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.

openly available50.2%not open49.8%

World: 40% of research is openly available.

with international co-authors41.4%domestic only58.6%

World: 18% is written across borders.

How has Institute for the Future's research output changed?

Output in 2022-2025 was 112% higher than in 2018-2021.

still counting1990200020102020
grewheldshrank

The same series as a ribbon: one cell per year, darker for more. The line above answers how much; this answers when.

Its share of all research

Growing output can still be a shrinking share: all of science grows. This is Institute for the Future as a percentage of every work published that year, 0.0024% in 2024.

still counting0.0020%0.0040%Institute for the Future0.0035% in 202519801990200020102020

Fractional works of Institute for the Future over all fractional works that year. How the balance of science has shifted.

How much of it reaches the world top 10%

Year by year, against all institutions in the same year.

still counting10%20%30%Institute for the Future11.4% in 2025all institutions10.0% in 20252020

Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 23.6% in 2024.

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Institute for the Future on Science Explorer

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