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City · Greece

Research in Kozani

Science Explorer records 2 research institutions in Kozani, Greece. The highest-ranked on research quality in 2022-now are University of Western Macedonia.

Research institutions
2
1 of them ranked worldwide
Research works
3.5k
▲ 88% vs 2018-21
Citations
51k
14.9 per fractional work, all time
Top-10% rate, 2022-now
29.2%
all institutions 10.0%
Active span
1988-2026
39 years on the record
Kozani

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 Kozani?

#InstitutionWorksAgainst the largest hereWorld rank
1University of Western MacedoniaUniversity 3,438 #2,312
2ANKO (Greece)Company 19 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.

Which fields of science does Kozani work in?

In 2022-now, 47% of research in Kozani is in Physical Sciences, 34% in Social Sciences. Its largest fields are Engineering (19%), Computer Science (13%), Social Sciences (13%). It does 1.4× the world's share of Social Sciences.

Physical Sciences: 750 fractional works · 46.6% of its workEngineering: 298 fractional works · 18.5% of its workElectrical and Electronic Engineering: 84 fractional works · 5.2% of its workMechanical Engineering: 32 fractional works · 2.0% of its workControl and Systems Engineering: 31 fractional works · 1.9% of its workBiomedical Engineering: 29 fractional works · 1.8% of its workIndustrial and Manufacturing Engineering: 22 fractional works · 1.4% of its workBuilding and Construction: 21 fractional works · 1.3% of its workAutomotive Engineering: 20 fractional works · 1.2% of its workAerospace Engineering: 14 fractional works · 0.8% of its workCivil and Structural Engineering: 13 fractional works · 0.8% of its workMechanics of Materials: 8 fractional works · 0.5% of its workComputational Mechanics: 6 fractional works · 0.4% of its workMedia Technology: 6 fractional works · 0.4% of its workSafety, Risk, Reliability and Quality: 5 fractional works · 0.3% of its workOcean Engineering: 4 fractional works · 0.3% of its workSmaller subfields together: 2 fractional works · 0.1% of its workComputer Science: 216 fractional works · 13.4% of its workArtificial Intelligence: 49 fractional works · 3.1% of its workComputer Vision and Pattern Recognition: 43 fractional works · 2.7% of its workInformation Systems: 41 fractional works · 2.6% of its workComputer Networks and Communications: 28 fractional works · 1.7% of its workHuman-Computer Interaction: 19 fractional works · 1.2% of its workComputer Science Applications: 15 fractional works · 0.9% of its workComputational Theory and Mathematics: 7 fractional works · 0.5% of its workSignal Processing: 6 fractional works · 0.4% of its workHardware and Architecture: 4 fractional works · 0.3% of its workSmaller subfields together: 4 fractional works · 0.2% of its workEnvironmental Science: 118 fractional works · 7.3% of its workGlobal and Planetary Change: 24 fractional works · 1.5% of its workEnvironmental Engineering: 18 fractional works · 1.1% of its workHealth, Toxicology and Mutagenesis: 14 fractional works · 0.9% of its workWater Science and Technology: 14 fractional works · 0.8% of its workManagement, Monitoring, Policy and Law: 13 fractional works · 0.8% of its workEcology: 11 fractional works · 0.7% of its workPollution: 11 fractional works · 0.7% of its workIndustrial and Manufacturing Engineering: 8 fractional works · 0.5% of its workEnvironmental Chemistry: 4 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.1% of its workEnergy: 30 fractional works · 1.9% of its workRenewable Energy, Sustainability and the Environment: 22 fractional works · 1.4% of its workEnergy Engineering and Power Technology: 5 fractional works · 0.3% of its workGeneral Energy: 3 fractional works · 0.2% of its workMaterials Science: 23 fractional works · 1.4% of its workMaterials Chemistry: 13 fractional works · 0.8% of its workPolymers and Plastics: 4 fractional works · 0.2% of its workBiomaterials: 4 fractional works · 0.2% of its workSmaller subfields together: 2 fractional works · 0.1% of its workPhysics and Astronomy: 16 fractional works · 1.0% of its workStatistical and Nonlinear Physics: 6 fractional works · 0.4% of its workAstronomy and Astrophysics: 5 fractional works · 0.3% of its workSmaller subfields together: 5 fractional works · 0.3% of its workMathematics: 16 fractional works · 1.0% of its workStatistics and Probability: 5 fractional works · 0.3% of its workNumerical Analysis: 4 fractional works · 0.2% of its workSmaller subfields together: 6 fractional works · 0.4% of its workEarth and Planetary Sciences: 15 fractional works · 0.9% of its workAtmospheric Science: 9 fractional works · 0.5% of its workSmaller subfields together: 6 fractional works · 0.4% of its workChemistry: 10 fractional works · 0.6% of its workAnalytical Chemistry: 4 fractional works · 0.2% of its workSmaller subfields together: 6 fractional works · 0.4% of its workChemical Engineering: 9 fractional works · 0.5% of its workCatalysis: 6 fractional works · 0.4% of its workSmaller subfields together: 2 fractional works · 0.1% of its workSocial Sciences: 552 fractional works · 34.3% of its workSocial Sciences: 206 fractional works · 12.8% of its workSociology and Political Science: 71 fractional works · 4.4% of its workEducation: 51 fractional works · 3.2% of its workPolitical Science and International Relations: 20 fractional works · 1.2% of its workCommunication: 13 fractional works · 0.8% of its workSafety Research: 9 fractional works · 0.6% of its workGender Studies: 8 fractional works · 0.5% of its workAnthropology: 5 fractional works · 0.3% of its workDemography: 4 fractional works · 0.3% of its workTransportation: 4 fractional works · 0.3% of its workCultural Studies: 4 fractional works · 0.2% of its workSmaller subfields together: 16 fractional works · 1.0% of its workBusiness, Management and Accounting: 122 fractional works · 7.6% of its workStrategy and Management: 34 fractional works · 2.1% of its workMarketing: 23 fractional works · 1.4% of its workAccounting: 15 fractional works · 1.0% of its workOrganizational Behavior and Human Resource Management: 15 fractional works · 0.9% of its workManagement of Technology and Innovation: 15 fractional works · 0.9% of its workManagement Information Systems: 14 fractional works · 0.9% of its workTourism, Leisure and Hospitality Management: 4 fractional works · 0.2% of its workSmaller subfields together: 2 fractional works · 0.1% of its workEconomics, Econometrics and Finance: 80 fractional works · 5.0% of its workEconomics and Econometrics: 57 fractional works · 3.5% of its workGeneral Economics, Econometrics and Finance: 12 fractional works · 0.8% of its workFinance: 11 fractional works · 0.7% of its workPsychology: 78 fractional works · 4.9% of its workDevelopmental and Educational Psychology: 26 fractional works · 1.6% of its workSocial Psychology: 22 fractional works · 1.4% of its workClinical Psychology: 14 fractional works · 0.9% of its workExperimental and Cognitive Psychology: 10 fractional works · 0.6% of its workApplied Psychology: 5 fractional works · 0.3% of its workSmaller subfields together: 2 fractional works · 0.1% of its workDecision Sciences: 34 fractional works · 2.1% of its workInformation Systems and Management: 15 fractional works · 1.0% of its workManagement Science and Operations Research: 15 fractional works · 0.9% of its workSmaller subfields together: 3 fractional works · 0.2% of its workArts and Humanities: 32 fractional works · 2.0% of its workLiterature and Literary Theory: 8 fractional works · 0.5% of its workLanguage and Linguistics: 5 fractional works · 0.3% of its workMuseology: 5 fractional works · 0.3% of its workPhilosophy: 4 fractional works · 0.2% of its workSmaller subfields together: 11 fractional works · 0.7% of its workHealth Sciences: 156 fractional works · 9.7% of its workMedicine: 118 fractional works · 7.3% of its workPublic Health, Environmental and Occupational Health: 19 fractional works · 1.2% of its workCardiology and Cardiovascular Medicine: 9 fractional works · 0.6% of its workPulmonary and Respiratory Medicine: 8 fractional works · 0.5% of its workEpidemiology: 8 fractional works · 0.5% of its workPediatrics, Perinatology and Child Health: 7 fractional works · 0.5% of its workRadiology, Nuclear Medicine and Imaging: 7 fractional works · 0.5% of its workSurgery: 6 fractional works · 0.4% of its workObstetrics and Gynecology: 6 fractional works · 0.4% of its workPsychiatry and Mental health: 5 fractional works · 0.3% of its workHealth Informatics: 5 fractional works · 0.3% of its workOncology: 5 fractional works · 0.3% of its workReproductive Medicine: 4 fractional works · 0.3% of its workBiochemistry: 3 fractional works · 0.2% of its workSmaller subfields together: 24 fractional works · 1.5% of its workHealth Professions: 31 fractional works · 1.9% of its workGeneral Health Professions: 14 fractional works · 0.9% of its workOccupational Therapy: 4 fractional works · 0.2% of its workSpeech and Hearing: 4 fractional works · 0.2% of its workSmaller subfields together: 10 fractional works · 0.6% of its workNursing: 4 fractional works · 0.2% of its workNutrition and Dietetics: 3 fractional works · 0.2% of its workVeterinary: 2 fractional works · 0.1% of its workDentistry: 2 fractional works · 0.1% of its workLife Sciences: 152 fractional works · 9.4% of its workAgricultural and Biological Sciences: 94 fractional works · 5.8% of its workPlant Science: 38 fractional works · 2.4% of its workFood Science: 17 fractional works · 1.0% of its workGeneral Agricultural and Biological Sciences: 15 fractional works · 0.9% of its workAgronomy and Crop Science: 6 fractional works · 0.4% of its workInsect Science: 5 fractional works · 0.3% of its workEcology, Evolution, Behavior and Systematics: 4 fractional works · 0.3% of its workAnimal Science and Zoology: 3 fractional works · 0.2% of its workSmaller subfields together: 5 fractional works · 0.3% of its workNeuroscience: 29 fractional works · 1.8% of its workCognitive Neuroscience: 24 fractional works · 1.5% of its workSmaller subfields together: 5 fractional works · 0.3% of its workBiochemistry, Genetics and Molecular Biology: 22 fractional works · 1.4% of its workMolecular Biology: 10 fractional works · 0.6% of its workGenetics: 8 fractional works · 0.5% of its workSmaller subfields together: 4 fractional works · 0.2% of its workImmunology and Microbiology: 6 fractional works · 0.3% of its workImmunology: 4 fractional works · 0.2% of its workSmaller subfields together: 2 fractional works · 0.1% of its workPharmacology, Toxicology and Pharmaceutics: 1 fractional works · 0.0% of its workALL ITS WORKKozani1,610fractional works, 2022-now
Life Sciences9%Physical Sciences47%Health Sciences10%Social Sciences34%

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 26 fields, with their numbers
    1. Engineering29818.5%
    2. Computer Science21613.4%
    3. Environmental Science1187.3%
    4. Energy301.9%
    5. Materials Science231.4%
    6. Physics and Astronomy161.0%
    7. Mathematics161.0%
    8. Earth and Planetary Sciences150.9%
    9. Chemistry100.6%
    10. Chemical Engineering90.5%
    1. Social Sciences20612.8%
    2. Business, Management and Accounting1227.6%
    3. Economics, Econometrics and Finance805.0%
    4. Psychology784.9%
    5. Decision Sciences342.1%
    6. Arts and Humanities322.0%
    1. Medicine1187.3%
    2. Health Professions311.9%
    3. Nursing40.2%
    4. Veterinary20.1%
    5. Dentistry20.1%
    1. Agricultural and Biological Sciences945.8%
    2. Neuroscience291.8%
    3. Biochemistry, Genetics and Molecular Biology221.4%
    4. Immunology and Microbiology60.3%
    5. Pharmacology, Toxicology and Pharmaceutics10.0%
All of science, and how each field's share has moved since 1950: the Science domain explorer

What is Kozani strongest at in research?

Relative to its size, research in Kozani is most concentrated in Developmental and Educational Psychology and Marketing (3.6× the world share in Developmental and Educational Psychology).

  1. Developmental and Educational PsychologySubfield · 23.6 works3.6×
  2. MarketingSubfield · 21.2 works3.5×
← less than its size predicts1×more →

Location quotient against the world baseline. Inside a single field a city is a meaningful unit, which is why this is where a city is measured at all.

The whole field profile

All 26 fields at once: above the ring is more than a place this size would be expected to do. A specialist and a generalist produce the same ranked list and a completely different shape.

Agricultural and Biological Sciences: 1.14× its world share, 78 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.25× its world share, 19 worksBiochemistry, Geneti…Immunology and Microbiology: 0.23× its world share, 3 worksImmunology and Micro…Neuroscience: 1.18× its world share, 28 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.14× its world share, 1 worksPharmacology, Toxico…Chemical Engineering: 1.64× its world share, 8 worksChemical EngineeringChemistry: 0.43× its world share, 10 worksChemistryComputer Science: 1.74× its world share, 195 worksComputer ScienceEarth and Planetary Sciences: 0.60× its world share, 14 worksEarth and Planetary …Energy: 2.10× its world share, 28 worksEnergyEngineering: 1.28× its world share, 277 worksEngineeringEnvironmental Science: 1.47× its world share, 105 worksEnvironmental ScienceMaterials Science: 0.40× its world share, 20 worksMaterials ScienceMathematics: 0.76× its world share, 13 worksMathematicsPhysics and Astronomy: 0.45× its world share, 14 worksPhysics and AstronomyDentistry: 0.21× its world share, 2 worksDentistryHealth Professions: 0.69× its world share, 26 worksHealth ProfessionsMedicine: 0.37× its world share, 103 worksMedicineNursing: 0.42× its world share, 3 worksNursingVeterinary: 0.74× its world share, 1 worksVeterinaryArts and Humanities: 0.67× its world share, 28 worksArts and HumanitiesBusiness, Management and Accounting: 2.41× its world share, 112 worksBusiness, Management…Decision Sciences: 2.11× its world share, 29 worksDecision SciencesEconomics, Econometrics and Finance: 2.42× its world share, 74 worksEconomics, Econometr…Psychology: 1.54× its world share, 68 worksPsychologySocial Sciences: 1.00× its world share, 182 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Economics, Econometrics and Finance, 2.4×. Every wedge is a field page.

All 26 fields, with their numbers
  1. Economics, Econometrics and Finance2.42×74 works
  2. Business, Management and Accounting2.41×112 works
  3. Decision Sciences2.11×29 works
  4. Energy2.10×28 works
  5. Computer Science1.74×195 works
  6. Chemical Engineering1.64×8 works
  7. Psychology1.54×68 works
  8. Environmental Science1.47×105 works
  9. Engineering1.28×277 works
  10. Neuroscience1.18×28 works
  11. Agricultural and Biological Sciences1.14×78 works
  12. Social Sciences1.00×182 works
  13. Mathematics0.76×13 works
  14. Veterinary0.74×1 works
  15. Health Professions0.69×26 works
  16. Arts and Humanities0.67×28 works
  17. Earth and Planetary Sciences0.60×14 works
  18. Physics and Astronomy0.45×14 works
  19. Chemistry0.43×10 works
  20. Nursing0.42×3 works
  21. Materials Science0.40×20 works
  22. Medicine0.37×103 works
  23. Biochemistry, Genetics and Molecular Biology0.25×19 works
  24. Immunology and Microbiology0.23×3 works
  25. Dentistry0.21×2 works
  26. Pharmacology, Toxicology and Pharmaceutics0.14×1 works

Which keywords describe research in Kozani?

By fractional works in 2022-now, weighted toward what it does more of than the world: Renewable Energy, Sustainability, Machine Learning, Deep Learning, Energy Efficiency, Economic Growth, Environmental Impact and Environmental Management.

▲ 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. Sustainability96▲ 2.4×62 topics
  2. Machine Learning92▲ 1.72×77 topics
  3. Deep Learning88▲ 1.59×70 topics
  4. Renewable Energy82▲ 3.5×36 topics
  5. Climate Change56▲ 1.27×68 topics
  6. Environmental Impact52▲ 1.88×41 topics
  7. Energy Efficiency50▲ 3.4×30 topics
  8. Education46▲ 1.67×43 topics
  9. Artificial Intelligence43▲ 1.88×31 topics
  10. Economic Growth42▲ 3.2×21 topics
  11. Innovation37▲ 2.2×36 topics
  12. Sustainable Development36▲ 1.41×40 topics
  13. Internet of Things35▲ 2.6×15 topics
  14. Social Media34▲ 1.54×22 topics
  15. Big Data33▲ 2.1×24 topics
  16. Supply Chain Management31▲ 2.2×16 topics
  17. Healthcare31▲ 1.69×18 topics
  18. Consumer Behavior29▲ 2.9×11 topics
  19. Environmental Management28▲ 4.2×11 topics
  20. Learning Outcomes24▲ 3.6×7 topics
  21. Smart Grid23▲ 4.0×9 topics
  22. Social Capital22▲ 2.7×13 topics
  23. Technology22▲ 2.6×11 topics
  24. Virtual Reality21▲ 2.6×10 topics
  25. Applications18▲ 4.2×4 topics
  26. Monetary Policy18▲ 4.8×8 topics
  27. Renewable Energy Integration18▲ 3.4×5 topics
  28. Panel Data Analysis16▲ 6.6×3 topics
  29. Energy Management16▲ 6.2×3 topics
  30. Smart Factory16▲ 9.4×3 topics
  31. 5G Networks15▲ 4.7×5 topics
  32. Financial Development15▲ 6.3×2 topics
  33. Decentralized Control15▲ 7.7×2 topics
  34. User Experience14▲ 10×3 topics
  35. User-Generated Content14▲ 6.3×2 topics
  36. Consumer Engagement13▲ 6.6×1 topic
  37. Electronic Word-of-Mouth13▲ 6.6×1 topic
  38. Maintenance13▲ 9.8×2 topics
  39. Immersive Simulations12▲ 16×1 topic
  40. Medical12▲ 16×1 topic

What research is done in Kozani?

Digital Marketing and So…12Digital Marketing and Social Media: 12 fractional worksAugmented Reality Applic…12Augmented Reality Applications: 12 fractional worksSmart Grid Energy Management: 11 fractional worksMicrogrid Control and Optimization: 10 fractional worksEducational Games and Gamification: 10 fractional worksBlockchain Technology Applications and Security: 10 fractional worksEnergy, Environment, Economic Growth: 10 fractional worksEnvironmental Sustainabi…10Environmental Sustainability in Business: 10 fractional worksSmart Agriculture and AI: 10 fractional worksVirtual Reality Applications and Impacts: 8 fractional works
Sociology and Political ScienceComputer Vision and Pattern RecognitionElectrical and Electronic EngineeringControl and Systems Engineering6 others

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

  1. 1 Digital Marketing and Social Media Sociology and Political Science 12 works
  2. 2 Augmented Reality Applications Computer Vision and Pattern Recognition 12 works
  3. 3 Smart Grid Energy Management Electrical and Electronic Engineering 11 works
  4. 4 Microgrid Control and Optimization Control and Systems Engineering 10 works
  5. 5 Educational Games and Gamification Developmental and Educational Psychology 10 works
  6. 6 Blockchain Technology Applications and Security Information Systems 10 works
  7. 7 Energy, Environment, Economic Growth Economics and Econometrics 10 works
  8. 8 Environmental Sustainability in Business Marketing 10 works
  9. 9 Smart Agriculture and AI Plant Science 10 works
  10. 10 Virtual Reality Applications and Impacts Human-Computer Interaction 8 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 counting20%40%60%Kozani32.5% 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 43.5% in 2007.

Discussion

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