Science Explorer Back to mapMap
Discussion
City · Austria

Research in Dornbirn

Science Explorer records 5 research institutions in Dornbirn, Austria. The highest-ranked on research quality in 2022-now are Vorarlberg University of Applied Sciences.

Research institutions
5
1 of them ranked worldwide
Research works
633
▲ 40% vs 2018-21
Citations
7.7k
12.2 per fractional work, all time
Top-10% rate, 2022-now
15.6%
all institutions 10.0%
Active span
1965-2026
62 years on the record
Dornbirn

A city carries no overall standing here. The quality score is built for institutions and countries, the units its floors and field normalisation were designed around. An empty rank on this page is a statement about the measure, not about the place.

Which research institutions are in Dornbirn?

#InstitutionWorksAgainst the largest hereWorld rank
1Vorarlberg University of Applied SciencesUniversity 557 #8,351
2Zumtobel Group (Austria)Company 69 not ranked
3Energieinstitut VorarlbergNonprofit 4 not ranked
4InaturaArchive 2 not ranked
5E. Bröll (Austria)Company 1 not ranked

By fractional works over the whole record; world rank on research quality in 2022-now. Bars are scaled to the largest institution in this city, not to anything off the page.

How concentrated the city is

The same institutions as shares of everything the list accounts for. A city that is one university and a city that is twelve read alike as a table and not at all alike here.

Vorarlberg University of Applied Sciences: 88.0%Zumtobel Group (Austria): 10.9%Energieinstitut Vorarlberg: 0.6%Inatura: 0.3%1 other listed: 0.2%88%largest
Vorarlberg University of Applied Sciences557 · 88.0%Zumtobel Group (Austria)69 · 10.9%Energieinstitut Vorarlberg4 · 0.6%Inatura2 · 0.3%1 other listed1 · 0.2%

Shares of the rows listed above, not of the whole node.

Which fields of science does Dornbirn work in?

In 2022-now, 54% of research in Dornbirn is in Physical Sciences, 35% in Social Sciences. Its largest fields are Engineering (28%), Computer Science (19%), Social Sciences (12%). It does 1.4× the world's share of Social Sciences.

Physical Sciences: 101 fractional works · 53.8% of its workEngineering: 53 fractional works · 28.3% of its workElectrical and Electronic Engineering: 18 fractional works · 9.8% of its workIndustrial and Manufacturing Engineering: 9 fractional works · 4.6% of its workBiomedical Engineering: 5 fractional works · 2.7% of its workControl and Systems Engineering: 5 fractional works · 2.7% of its workMechanical Engineering: 4 fractional works · 2.4% of its workCivil and Structural Engineering: 3 fractional works · 1.7% of its workBuilding and Construction: 3 fractional works · 1.4% of its workAutomotive Engineering: 2 fractional works · 1.2% of its workMechanics of Materials: 1 fractional works · 0.5% of its workSafety, Risk, Reliability and Quality: 1 fractional works · 0.4% of its workAerospace Engineering: 1 fractional works · 0.4% of its workMedia Technology: 1 fractional works · 0.3% of its workComputational Mechanics: 1 fractional works · 0.3% of its workComputer Science: 35 fractional works · 18.6% of its workArtificial Intelligence: 15 fractional works · 8.0% of its workInformation Systems: 6 fractional works · 2.9% of its workHuman-Computer Interaction: 4 fractional works · 2.2% of its workComputer Networks and Communications: 4 fractional works · 2.1% of its workComputational Theory and Mathematics: 3 fractional works · 1.5% of its workComputer Vision and Pattern Recognition: 2 fractional works · 1.0% of its workComputer Science Applications: 1 fractional works · 0.4% of its workSmaller subfields together: 1 fractional works · 0.4% of its workEnvironmental Science: 5 fractional works · 2.9% of its workGlobal and Planetary Change: 2 fractional works · 1.0% of its workManagement, Monitoring, Policy and Law: 1 fractional works · 0.4% of its workHealth, Toxicology and Mutagenesis: 1 fractional works · 0.4% of its workEnvironmental Engineering: 1 fractional works · 0.3% of its workNature and Landscape Conservation: 1 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.5% of its workPhysics and Astronomy: 3 fractional works · 1.9% of its workAtomic and Molecular Physics, and Optics: 2 fractional works · 1.0% of its workStatistical and Nonlinear Physics: 1 fractional works · 0.6% of its workSmaller subfields together: 0 fractional works · 0.3% of its workEnergy: 2 fractional works · 0.8% of its workRenewable Energy, Sustainability and the Environment: 1 fractional works · 0.7% of its workSmaller subfields together: 0 fractional works · 0.2% of its workMaterials Science: 1 fractional works · 0.7% of its workElectronic, Optical and Magnetic Materials: 0 fractional works · 0.2% of its workPolymers and Plastics: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.3% of its workChemistry: 0 fractional works · 0.2% of its workChemical Engineering: 0 fractional works · 0.1% of its workMathematics: 0 fractional works · 0.1% of its workEarth and Planetary Sciences: 0 fractional works · 0.1% of its workSocial Sciences: 66 fractional works · 35.4% of its workSocial Sciences: 22 fractional works · 11.8% of its workSociology and Political Science: 11 fractional works · 5.7% of its workEducation: 5 fractional works · 2.8% of its workPolitical Science and International Relations: 2 fractional works · 1.0% of its workLaw: 1 fractional works · 0.7% of its workCultural Studies: 1 fractional works · 0.6% of its workSafety Research: 1 fractional works · 0.4% of its workSmaller subfields together: 1 fractional works · 0.6% of its workBusiness, Management and Accounting: 21 fractional works · 11.0% of its workManagement of Technology and Innovation: 6 fractional works · 3.2% of its workStrategy and Management: 6 fractional works · 3.0% of its workMarketing: 2 fractional works · 1.3% of its workAccounting: 2 fractional works · 1.2% of its workManagement Information Systems: 2 fractional works · 1.1% of its workOrganizational Behavior and Human Resource Management: 2 fractional works · 0.9% of its workBusiness and International Management: 0 fractional works · 0.3% of its workPsychology: 8 fractional works · 4.3% of its workDevelopmental and Educational Psychology: 4 fractional works · 2.3% of its workSocial Psychology: 2 fractional works · 1.0% of its workClinical Psychology: 1 fractional works · 0.5% of its workExperimental and Cognitive Psychology: 1 fractional works · 0.4% of its workArts and Humanities: 6 fractional works · 3.3% of its workLanguage and Linguistics: 1 fractional works · 0.8% of its workLiterature and Literary Theory: 1 fractional works · 0.7% of its workMuseology: 1 fractional works · 0.5% of its workHistory: 1 fractional works · 0.4% of its workPhilosophy: 1 fractional works · 0.4% of its workHistory and Philosophy of Science: 0 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.3% of its workEconomics, Econometrics and Finance: 6 fractional works · 3.0% of its workEconomics and Econometrics: 4 fractional works · 1.9% of its workFinance: 2 fractional works · 1.0% of its workSmaller subfields together: 0 fractional works · 0.1% of its workDecision Sciences: 4 fractional works · 2.1% of its workManagement Science and Operations Research: 3 fractional works · 1.8% of its workSmaller subfields together: 1 fractional works · 0.3% of its workHealth Sciences: 14 fractional works · 7.6% of its workMedicine: 11 fractional works · 5.8% of its workPublic Health, Environmental and Occupational Health: 3 fractional works · 1.4% of its workRadiology, Nuclear Medicine and Imaging: 2 fractional works · 0.9% of its workPulmonary and Respiratory Medicine: 1 fractional works · 0.7% of its workPediatrics, Perinatology and Child Health: 1 fractional works · 0.5% of its workCardiology and Cardiovascular Medicine: 1 fractional works · 0.3% of its workEpidemiology: 1 fractional works · 0.3% of its workEndocrinology, Diabetes and Metabolism: 0 fractional works · 0.3% of its workPhysiology: 0 fractional works · 0.2% of its workRehabilitation: 0 fractional works · 0.2% of its workSmaller subfields together: 2 fractional works · 1.0% of its workHealth Professions: 3 fractional works · 1.7% of its workGeneral Health Professions: 2 fractional works · 1.1% of its workHealth Information Management: 1 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.3% of its workDentistry: 0 fractional works · 0.0% of its workLife Sciences: 6 fractional works · 3.2% of its workBiochemistry, Genetics and Molecular Biology: 4 fractional works · 2.1% of its workMolecular Biology: 2 fractional works · 0.9% of its workGenetics: 1 fractional works · 0.7% of its workSmaller subfields together: 1 fractional works · 0.5% of its workNeuroscience: 1 fractional works · 0.6% of its workCellular and Molecular Neuroscience: 0 fractional works · 0.2% of its workSensory Systems: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.1% of its workAgricultural and Biological Sciences: 1 fractional works · 0.4% of its workPlant Science: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.2% of its workPharmacology, Toxicology and Pharmaceutics: 0 fractional works · 0.1% of its workALL ITS WORKDornbirn188fractional works, 2022-now
Life Sciences3%Physical Sciences54%Health Sciences8%Social Sciences35%

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 city does than the world.

Its 4 domains and 24 fields, with their numbers
    1. Engineering5328.3%
    2. Computer Science3518.6%
    3. Environmental Science52.9%
    4. Physics and Astronomy31.9%
    5. Energy20.8%
    6. Materials Science10.7%
    7. Chemistry00.2%
    8. Chemical Engineering00.1%
    9. Mathematics00.1%
    10. Earth and Planetary Sciences00.1%
    1. Social Sciences2211.8%
    2. Business, Management and Accounting2111.0%
    3. Psychology84.3%
    4. Arts and Humanities63.3%
    5. Economics, Econometrics and Finance63.0%
    6. Decision Sciences42.1%
    1. Medicine115.8%
    2. Health Professions31.7%
    3. Dentistry00.0%
    4. Nursing00.0%
    1. Biochemistry, Genetics and Molecular Biology42.1%
    2. Neuroscience10.6%
    3. Agricultural and Biological Sciences10.4%
    4. Pharmacology, Toxicology and Pharmaceutics00.1%
All of science, and how each field's share has moved since 1950: the Science domain explorer

Which keywords describe research in Dornbirn?

By fractional works in 2022-now, weighted toward what it does more of than the world: Big Data, Evolutionary Algorithms, Sustainability, Learning Outcomes, Multiobjective Optimization, Internet of Things, Customer Experience and Smart Grid.

▲ 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 city'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. Sustainability15▲ 3.3×23 topics
  2. Big Data14▲ 7.5×16 topics
  3. Machine Learning13▲ 2.0×28 topics
  4. Evolutionary Algorithms10▲ 51×4 topics
  5. Renewable Energy9▲ 3.3×14 topics
  6. Sustainable Development8▲ 2.9×14 topics
  7. Artificial Intelligence8▲ 3.1×11 topics
  8. Internet of Things8▲ 5.1×7 topics
  9. Learning Outcomes7▲ 9.3×3 topics
  10. Supply Chain Management7▲ 4.3×5 topics
  11. Multiobjective Optimization7▲ 71×2 topics
  12. Customer Experience7▲ 22×4 topics
  13. Smart Grid7▲ 9.8×6 topics
  14. Digital Transformation6▲ 6.2×7 topics
  15. Particle Swarm Optimization5▲ 24×2 topics
  16. Business Models5▲ 37×2 topics
  17. Classification5▲ 5.8×4 topics
  18. Risk Management5▲ 5.6×6 topics
  19. Social Interaction5▲ 6.8×4 topics
  20. Cyber-Physical Systems5▲ 9.8×5 topics
  21. Mobile Health5▲ 18×3 topics
  22. Student Engagement5▲ 6.5×6 topics
  23. Feature Selection5▲ 11×2 topics
  24. Genetic Programming4▲ 118×1 topic
  25. Symbolic Regression4▲ 118×1 topic
  26. E-commerce4▲ 4.1×1 topic
  27. Technology Innovation4▲ 70×1 topic
  28. Energy Management4▲ 14×3 topics
  29. Qualitative Inhaltsanalyse4▲ 56×2 topics
  30. Intrinsic Motivation4▲ 18×2 topics
  31. Digital Twin4▲ 15×1 topic
  32. Smart Manufacturing4▲ 23×1 topic
  33. Game Theory4▲ 12×2 topics
  34. Constraint Handling4▲ 24×2 topics
  35. Game-Based Learning4▲ 35×1 topic
  36. Gamification4▲ 13×1 topic
  37. Ant Colony Optimization4▲ 35×2 topics
  38. Genetic Algorithm3▲ 13×2 topics
  39. Demand Response3▲ 20×1 topic
  40. Electricity Markets3▲ 20×1 topic

What research is done in Dornbirn?

Evolutionary Algorithms …4Evolutionary Algorithms and Applications: 4 fractional worksDigital Transformation i…4Digital Transformation in Industry: 4 fractional worksEducational Games and Gamification: 3 fractional worksSmart Grid Energy Manage…3Smart Grid Energy Management: 3 fractional worksDigital Innovation in In…3Digital Innovation in Industries: 3 fractional worksMetaheuristic Optimization Algorithms Research: 3 fractional worksAdvanced Multi-Objective Optimization Algorithms: 2 fractional worksPhotonic and Optical Dev…2Photonic and Optical Devices: 2 fractional worksVirtual Reality Applications and Impacts: 2 fractional worksSemiconductor Lasers and Optical Devices: 2 fractional works
Artificial IntelligenceIndustrial and Manufacturing EngineeringDevelopmental and Educational PsychologyElectrical and Electronic Engineering3 others

Area is fractional works; colour is the subfield each topic belongs to.

  1. 1 Evolutionary Algorithms and Applications Artificial Intelligence 4 works
  2. 2 Digital Transformation in Industry Industrial and Manufacturing Engineering 4 works
  3. 3 Educational Games and Gamification Developmental and Educational Psychology 3 works
  4. 4 Smart Grid Energy Management Electrical and Electronic Engineering 3 works
  5. 5 Digital Innovation in Industries Management of Technology and Innovation 3 works
  6. 6 Metaheuristic Optimization Algorithms Research Artificial Intelligence 3 works
  7. 7 Advanced Multi-Objective Optimization Algorithms Computational Theory and Mathematics 2 works
  8. 8 Photonic and Optical Devices Electrical and Electronic Engineering 2 works
  9. 9 Virtual Reality Applications and Impacts Human-Computer Interaction 2 works
  10. 10 Semiconductor Lasers and Optical Devices Electrical and Electronic Engineering 2 works

Research output over time

still counting1990200020102020
grewheldshrank

The same series as a ribbon: one cell per year, darker for more.

How much of it reaches the world top 10%

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

still counting10%20%30%Dornbirn11.6% in 2025all institutions10.0% in 202520102020

Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 22.0% in 2023.

Discussion

Ask a question or share a note about Dornbirn. Posts are plain text and can be reported.