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Research facility · Munich · Germany

Bavarian Research Institute for Digital Transformation

In research, Bavarian Research Institute for Digital Transformation stands highest in Social Sciences (#7,138 of 10,521 worldwide) and Physical Sciences (#12,300 of 12,888 worldwide), 2022–2025.

bidt.digitalROR OpenAlex
World rank, 2022–2025
#18,676
of 28,054 · #34,505 all time
Rank in Germany
#733
of 1,178
Research works
340
▲ 85% vs 2013–17
Citations
1.4k
4.2 per fractional work
Top-10% rate
18.5%
record average 16.5%
Open access
48%
world 28%

What is Bavarian Research Institute for Digital Transformation known for in research?

The fields where it stands highest, 2022–2025, ranked among every institution above the floor in each field.

FieldWorld rankWhere that sitsTop-10% rateWorksAll time
Social SciencesDomain #7,138 of 10,521 17.8%86 #13118
Physical SciencesDomain #12,300 of 12,888 15.9%62 #20970

Each strip is that field’s whole ranked pool, with the notch where Bavarian Research Institute for Digital Transformation 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 world mark, because the world rate differs by field (from about 6% to 21% in this record).

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: 0.18× its world share, 1 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.18× its world share, 2 worksBiochemistry, Geneti…Immunology and Microbiology: 0.07× its world share, 0 worksImmunology and Micro…Neuroscience: 1.43× its world share, 4 worksNeuroscienceChemical Engineering: 0.14× its world share, 0 worksChemical EngineeringChemistry: 0.03× its world share, 0 worksChemistryComputer Science: 2.36× its world share, 30 worksComputer ScienceEarth and Planetary Sciences: 0.11× its world share, 0 worksEarth and Planetary …Energy: 0.16× its world share, 0 worksEnergyEngineering: 1.10× its world share, 27 worksEngineeringEnvironmental Science: 0.30× its world share, 2 worksEnvironmental ScienceMaterials Science: 0.08× its world share, 0 worksMaterials ScienceMathematics: 0.39× its world share, 1 worksMathematicsPhysics and Astronomy: 0.03× its world share, 0 worksPhysics and AstronomyHealth Professions: 1.07× its world share, 5 worksHealth ProfessionsMedicine: 0.17× its world share, 5 worksMedicineArts and Humanities: 0.47× its world share, 2 worksArts and HumanitiesBusiness, Management and Accounting: 6.18× its world share, 33 worksBusiness, Management…Decision Sciences: 6.09× its world share, 10 worksDecision SciencesEconomics, Econometrics and Finance: 1.33× its world share, 5 worksEconomics, Econometr…Psychology: 0.72× its world share, 4 worksPsychologySocial Sciences: 1.57× its world share, 33 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Business, Management and Accounting, 6.2×. Every wedge is a field page.

Who are the top researchers at Bavarian Research Institute for Digital Transformation?

Ranked on the composite score, Olli Kuusisto lead among researchers whose main affiliation is Bavarian Research Institute for Digital Transformation.

  1. 1 Olli Kuusisto Germany · #743,043 worldwide 0 citations · 16 works
All ranked researchers at Bavarian Research Institute for Digital Transformation

Which keywords describe research at Bavarian Research Institute for Digital Transformation?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Big Data, Artificial Intelligence, Supply Chain Management, Sustainability, Digital Transformation, Machine Learning, Internet of Things and Cyber-Physical Systems.

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

Size is fractional works in 2022–2025 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. Big Data28▲ 19×13 topics
  2. Sustainability19▲ 4.8×27 topics
  3. Artificial Intelligence18▲ 7.9×14 topics
  4. Machine Learning18▲ 3.3×36 topics
  5. Supply Chain Management17▲ 11×10 topics
  6. Digital Transformation15▲ 17×12 topics
  7. Deep Learning11▲ 1.96×38 topics
  8. Internet of Things11▲ 7.7×10 topics
  9. Sustainable Development11▲ 4.1×18 topics
  10. Innovation9▲ 5.0×22 topics
  11. Cyber-Physical Systems8▲ 19×6 topics
  12. Leadership8▲ 11×7 topics
  13. Digital Twin7▲ 32×2 topics
  14. Ethics7▲ 8.6×4 topics
  15. Healthcare7▲ 3.7×14 topics
  16. Surveillance7▲ 15×4 topics
  17. E-commerce6▲ 6.3×4 topics
  18. Predictive Analytics6▲ 34×2 topics
  19. Accountability6▲ 34×2 topics
  20. Organizational Change6▲ 50×4 topics
  21. Transparency6▲ 30×2 topics
  22. Algorithmic Bias6▲ 52×1 topic
  23. Digitalization6▲ 18×7 topics
  24. Fairness6▲ 41×1 topic
  25. Cloud Manufacturing6▲ 40×1 topic
  26. Customer Experience6▲ 23×4 topics
  27. Smart Manufacturing6▲ 40×1 topic
  28. Mobile Health6▲ 25×3 topics
  29. Decision Support Systems5▲ 33×2 topics
  30. Firm Performance5▲ 17×2 topics
  31. Knowledge Management5▲ 5.8×10 topics
  32. Analytics5▲ 34×1 topic
  33. Business Intelligence5▲ 34×1 topic
  34. Business Models5▲ 44×2 topics
  35. Organizational Performance5▲ 12×5 topics
  36. Innovation Ecosystems5▲ 28×4 topics
  37. Employee Engagement5▲ 16×3 topics
  38. Omni-Channel Strategy4▲ 125×1 topic
  39. Technology Innovation4▲ 85×1 topic
  40. Socio-Technical Systems4▲ 113×2 topics

Which research topics does Bavarian Research Institute for Digital Transformation publish most on?

By volume in 2022–2025: Ethics and Social Impacts of AI, Digital Transformation in Industry, Big Data and Business Intelligence and Digital Innovation in Industries.

Ethics and Social Impacts of AI: 6 fractional worksDigital Transformation in Industry: 6 fractional worksBig Data and Business In…5Big Data and Business Intelligence: 5 fractional worksDigital Innovation in In…4Digital Innovation in Industries: 4 fractional worksCorporate Management and Leadership: 4 fractional worksPublic Administration and Political Analysis: 2 fractional worksCloud Computing and Reso…2Cloud Computing and Resource Management: 2 fractional worksEducational Innovations and Challenges: 2 fractional worksOrganizational and Employee Performance: 2 fractional worksNeuroethics, Human Enhancement, Biomedical Innovations: 2 fractional works
Safety ResearchIndustrial and Manufacturing EngineeringManagement Information SystemsManagement of Technology and Innovation5 others

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

  1. 1 Ethics and Social Impacts of AI Safety Research 6 works
  2. 2 Digital Transformation in Industry Industrial and Manufacturing Engineering 6 works
  3. 3 Big Data and Business Intelligence Management Information Systems 5 works
  4. 4 Digital Innovation in Industries Management of Technology and Innovation 4 works
  5. 5 Corporate Management and Leadership Organizational Behavior and Human Resource Management 4 works
  6. 6 Public Administration and Political Analysis Political Science and International Relations 2 works
  7. 7 Cloud Computing and Resource Management Information Systems 2 works
  8. 8 Educational Innovations and Challenges Information Systems 2 works
  9. 9 Organizational and Employee Performance Artificial Intelligence 2 works
  10. 10 Neuroethics, Human Enhancement, Biomedical Innovations Cognitive Neuroscience 2 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 available48.4%not open51.6%

World: 28% of research is openly available.

with international co-authors34.3%domestic only65.7%

World: 19% is written across borders.

How has Bavarian Research Institute for Digital Transformation's research output changed?

Output in 2018–2022 was 85% higher than in 2013–2017.

200020102020
grewheldshrank

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

Other research institutions in Munich

All research institutions in Munich

Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners are in the interactive view on the map.