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Company · Milan · Italy

Data Management (Italy)

In research, Data Management (Italy) stands highest in Health Sciences (#4,485 of 11,982 worldwide), Medicine (#4,909 of 10,443 worldwide) and Physical Sciences (#10,434 of 12,888 worldwide), 2022–2025. Relative to its size it is most specialised in Management Information Systems and Decision Sciences — Management Information Systems is 15.1× its share of world research.

ROR OpenAlex
World rank, 2022–2025
#11,086
of 28,054 · #16,514 all time
Rank in Italy
#310
of 618
Research works
824
▲ 122% vs 2013–17
Citations
12k
14.3 per fractional work
Top-10% rate
11.9%
record average 16.5%
Open access
62%
world 28%

What is Data Management (Italy) 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
Health SciencesDomain #4,485 of 11,982 17.8%93 #7051
MedicineField #4,909 of 10,443 17.1%77 #7129
Physical SciencesDomain #10,434 of 12,888 8.5%142 #18202
Social SciencesDomain #8,972 of 10,521 10.3%96 #12139
Computer ScienceField #4,103 of 4,667 6.8%94 #6094

Each strip is that field’s whole ranked pool, with the notch where Data Management (Italy) 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).

Which of those standings moved

The same fields on both windows: where it stood over the whole record, and where it stands in 2022–2025. The distance is the story, and it is the one thing the two rank columns above cannot show.

  1. Health Sciences#7,051 #4,485
  2. Medicine#7,129 #4,909
  3. Physical Sciences#18,202 #10,434
  4. Social Sciences#12,139 #8,972
  5. Computer Science#6,094 #4,103
all time2022–2025, better2022–2025, worse

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

What does Data Management (Italy) specialise in?

Where its research is concentrated relative to its size: Management Information Systems takes 15.1× the share of its output that it takes of world research.

  1. Management Information SystemsSubfield · 21.8 works15×
  2. Decision SciencesField · 23.6 works6.9×
← 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: 0.25× its world share, 4 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.76× its world share, 14 worksBiochemistry, Geneti…Immunology and Microbiology: 0.52× its world share, 2 worksImmunology and Micro…Neuroscience: 0.31× its world share, 2 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.75× its world share, 1 worksPharmacology, Toxico…Chemical Engineering: 0.09× its world share, 0 worksChemical EngineeringChemistry: 0.04× its world share, 0 worksChemistryComputer Science: 3.43× its world share, 94 worksComputer ScienceEarth and Planetary Sciences: 0.77× its world share, 4 worksEarth and Planetary …Energy: 0.55× its world share, 2 worksEnergyEngineering: 0.43× its world share, 23 worksEngineeringEnvironmental Science: 0.58× its world share, 10 worksEnvironmental ScienceMaterials Science: 0.06× its world share, 1 worksMaterials ScienceMathematics: 1.38× its world share, 6 worksMathematicsPhysics and Astronomy: 0.19× its world share, 2 worksPhysics and AstronomyDentistry: 0.67× its world share, 1 worksDentistryHealth Professions: 1.43× its world share, 13 worksHealth ProfessionsMedicine: 1.13× its world share, 77 worksMedicineNursing: 0.59× its world share, 1 worksNursingVeterinary: 0.10× its world share, 0 worksVeterinaryArts and Humanities: 0.21× its world share, 2 worksArts and HumanitiesBusiness, Management and Accounting: 2.95× its world share, 34 worksBusiness, Management…Decision Sciences: 6.92× its world share, 24 worksDecision SciencesEconomics, Econometrics and Finance: 0.98× its world share, 7 worksEconomics, Econometr…Psychology: 0.47× its world share, 5 worksPsychologySocial Sciences: 0.54× its world share, 24 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Decision Sciences, 6.9×. Every wedge is a field page.

Who are the top researchers at Data Management (Italy)?

Ranked on the composite score, Valentina Panetta, T. William Olle and Axel Polleres lead among researchers whose main affiliation is Data Management (Italy).

  1. 1 Valentina Panetta Italy · #358,664 worldwide 73 citations · 19 works
  2. 2 T. William Olle Italy · #650,973 worldwide 10 citations · 22 works
  3. 3 Axel Polleres Italy · #1,586,105 worldwide 0 citations · 27 works
  4. 4 Galliano Brigo Italy · #1,633,425 worldwide 0 citations · 15 works
All ranked researchers at Data Management (Italy)

Which keywords describe research at Data Management (Italy)?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Big Data, Machine Learning, Supply Chain Management, Predictive Analytics, Data Science, Firm Performance, Analytics and Business Intelligence.

▲ 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 Data45▲ 14×20 topics
  2. Machine Learning40▲ 3.5×57 topics
  3. Deep Learning30▲ 2.5×49 topics
  4. Supply Chain Management26▲ 8.0×12 topics
  5. Sustainability26▲ 3.1×24 topics
  6. Predictive Analytics19▲ 49×2 topics
  7. Data Science19▲ 50×2 topics
  8. Firm Performance19▲ 29×3 topics
  9. Analytics19▲ 57×1 topic
  10. Business Intelligence19▲ 57×1 topic
  11. Healthcare16▲ 4.2×12 topics
  12. Artificial Intelligence16▲ 3.3×22 topics
  13. Neural Networks16▲ 2.9×26 topics
  14. Epidemiology15◆ 1.09×76 topics
  15. Distributed Systems14▲ 25×5 topics
  16. Cloud Computing12▲ 13×5 topics
  17. Data Mining12▲ 4.5×16 topics
  18. Security12▲ 5.0×11 topics
  19. Internet of Things11▲ 3.5×11 topics
  20. Energy Efficiency10▲ 2.9×10 topics
  21. Data Integration9▲ 15×4 topics
  22. Anomaly Detection9▲ 8.6×3 topics
  23. Resource Management8▲ 14×2 topics
  24. Privacy8▲ 7.4×4 topics
  25. Precision Medicine7▲ 4.2×7 topics
  26. Workflow Management7▲ 28×2 topics
  27. Cybersecurity7▲ 7.9×4 topics
  28. Virtualization7▲ 23×2 topics
  29. Big Data Analytics6▲ 8.1×3 topics
  30. Information Quality6▲ 30×2 topics
  31. IoT Security6▲ 5.4×3 topics
  32. Data Centers6▲ 28×1 topic
  33. Deep Neural Networks6▲ 15×3 topics
  34. MapReduce6▲ 28×1 topic
  35. Bioinformatics6▲ 14×3 topics
  36. Data Cleaning5▲ 52×1 topic
  37. Record Linkage5▲ 52×1 topic
  38. Log Analysis5▲ 38×1 topic
  39. Performance Prediction5▲ 22×1 topic
  40. Semantic Web Services5▲ 28×2 topics

Which research topics does Data Management (Italy) publish most on?

By volume in 2022–2025: Big Data and Business Intelligence, Cloud Computing and Resource Management, Data Quality and Management and Software System Performance and Reliability.

Big Data and Business In…19Big Data and Business Intelligence: 19 fractional worksCloud Computing and Resource Management: 6 fractional worksData Quality and Management: 5 fractional worksSoftware System Performance and Reliability: 5 fractional worksScientific Computing and Data Management: 4 fractional worksExplainable Artificial I…4Explainable Artificial Intelligence (XAI): 4 fractional worksResearch Data Management Practices: 4 fractional worksCloud Data Security Solutions: 4 fractional worksArtificial Intelligence in Healthcare and Education: 3 fractional worksArtificial Intelligence in Healthcare: 3 fractional works
Management Information SystemsInformation SystemsManagement Science and Operations ResearchComputer Networks and Communications4 others

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

  1. 1 Big Data and Business Intelligence Management Information Systems 19 works
  2. 2 Cloud Computing and Resource Management Information Systems 6 works
  3. 3 Data Quality and Management Management Science and Operations Research 5 works
  4. 4 Software System Performance and Reliability Computer Networks and Communications 5 works
  5. 5 Scientific Computing and Data Management Information Systems and Management 4 works
  6. 6 Explainable Artificial Intelligence (XAI) Artificial Intelligence 4 works
  7. 7 Research Data Management Practices Information Systems 4 works
  8. 8 Cloud Data Security Solutions Information Systems 4 works
  9. 9 Artificial Intelligence in Healthcare and Education Health Informatics 3 works
  10. 10 Artificial Intelligence in Healthcare Health Information Management 3 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 available61.7%not open38.3%

World: 28% of research is openly available.

with international co-authors55.3%domestic only44.7%

World: 19% is written across borders.

How has Data Management (Italy)'s research output changed?

Output in 2018–2022 was 122% higher than in 2013–2017.

1990200020102020
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 Milan

All research institutions in Milan

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.