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Company · Milan · Italy

Data Management (Italy)

In research, Data Management (Italy) stands highest in Health Sciences (#4,208 of 9,902 worldwide), Medicine (#3,685 of 8,541 worldwide) and Computer Science (#2,507 of 4,417 worldwide), 2022-now. Relative to its size it is most specialised in Management Information Systems, Decision Sciences and Computer Networks and Communications (Management Information Systems is 14.7× its share of world research).

ROR OpenAlex
World rank, 2022-now
#6,108
of 22,385 · #7,425 all time
Rank in Italy
#135
of 475
Research works
824
▲ 208% vs 2018-21
Citations
12k
14.3 per fractional work
Top-10% rate
8.4%
all institutions 10.0%
vs its own fields
0.98×
1.00× is exactly expected
Open access
62%
world 40%
International
55%
world 18%
Data Management (Italy)

What is Data Management (Italy) 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
Health SciencesDomain #4,208 of 9,902 12.0%93 #5190
MedicineField #3,685 of 8,541 12.4%77 #4380
Computer ScienceField #2,507 of 4,417 7.6%94 #4539
Physical SciencesDomain #7,454 of 10,670 7.8%142 #10660
Social SciencesDomain #7,825 of 9,585 5.6%96 #9763

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 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. Health Sciences#5,190 #4,208
  2. Medicine#4,380 #3,685
  3. Computer Science#4,539 #2,507
  4. Physical Sciences#10,660 #7,454
  5. Social Sciences#9,763 #7,825
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 Data Management (Italy) work in?

In 2022-now, 41% of research at Data Management (Italy) is in Physical Sciences, 27% in Social Sciences. Its largest fields are Computer Science (27%), Medicine (21%), Business, Management and Accounting (10%).

Physical Sciences: 172 fractional works · 40.6% of its workComputer Science: 115 fractional works · 27.2% of its workArtificial Intelligence: 44 fractional works · 10.4% of its workInformation Systems: 36 fractional works · 8.5% of its workComputer Networks and Communications: 20 fractional works · 4.8% of its workComputer Vision and Pattern Recognition: 6 fractional works · 1.5% of its workSignal Processing: 3 fractional works · 0.8% of its workComputer Science Applications: 2 fractional works · 0.4% of its workComputational Theory and Mathematics: 1 fractional works · 0.3% of its workHardware and Architecture: 1 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.2% of its workEngineering: 27 fractional works · 6.4% of its workElectrical and Electronic Engineering: 5 fractional works · 1.2% of its workControl and Systems Engineering: 4 fractional works · 1.0% of its workIndustrial and Manufacturing Engineering: 4 fractional works · 0.9% of its workBiomedical Engineering: 3 fractional works · 0.6% of its workOcean Engineering: 2 fractional works · 0.5% of its workMedia Technology: 2 fractional works · 0.4% of its workMechanical Engineering: 2 fractional works · 0.4% of its workAerospace Engineering: 1 fractional works · 0.3% of its workCivil and Structural Engineering: 1 fractional works · 0.3% of its workSafety, Risk, Reliability and Quality: 1 fractional works · 0.2% of its workSmaller subfields together: 2 fractional works · 0.5% of its workEnvironmental Science: 12 fractional works · 2.9% of its workGlobal and Planetary Change: 4 fractional works · 1.0% of its workWater Science and Technology: 2 fractional works · 0.4% of its workEnvironmental Engineering: 2 fractional works · 0.4% of its workManagement, Monitoring, Policy and Law: 2 fractional works · 0.4% of its workHealth, Toxicology and Mutagenesis: 1 fractional works · 0.2% of its workSmaller subfields together: 2 fractional works · 0.6% of its workMathematics: 7 fractional works · 1.6% of its workStatistics and Probability: 6 fractional works · 1.4% of its workSmaller subfields together: 1 fractional works · 0.3% of its workEarth and Planetary Sciences: 5 fractional works · 1.2% of its workGeology: 2 fractional works · 0.5% of its workAtmospheric Science: 2 fractional works · 0.5% of its workOceanography: 1 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workEnergy: 2 fractional works · 0.4% of its workRenewable Energy, Sustainability and the Environment: 2 fractional works · 0.4% of its workSmaller subfields together: 0 fractional works · 0.1% of its workPhysics and Astronomy: 2 fractional works · 0.4% of its workMaterials Science: 1 fractional works · 0.3% of its workMaterials Chemistry: 1 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workChemistry: 0 fractional works · 0.1% of its workChemical Engineering: 0 fractional works · 0.0% of its workSocial Sciences: 112 fractional works · 26.5% of its workBusiness, Management and Accounting: 40 fractional works · 9.5% of its workManagement Information Systems: 26 fractional works · 6.0% of its workStrategy and Management: 5 fractional works · 1.1% of its workAccounting: 4 fractional works · 0.8% of its workMarketing: 3 fractional works · 0.8% of its workManagement of Technology and Innovation: 2 fractional works · 0.4% of its workOrganizational Behavior and Human Resource Management: 1 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.2% of its workSocial Sciences: 28 fractional works · 6.6% of its workSociology and Political Science: 9 fractional works · 2.2% of its workSafety Research: 4 fractional works · 0.9% of its workEducation: 3 fractional works · 0.7% of its workCommunication: 2 fractional works · 0.6% of its workPolitical Science and International Relations: 2 fractional works · 0.6% of its workDemography: 2 fractional works · 0.4% of its workHealth: 2 fractional works · 0.4% of its workTransportation: 1 fractional works · 0.2% of its workLaw: 1 fractional works · 0.2% of its workGender Studies: 1 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.3% of its workDecision Sciences: 28 fractional works · 6.6% of its workManagement Science and Operations Research: 17 fractional works · 4.0% of its workInformation Systems and Management: 10 fractional works · 2.4% of its workStatistics, Probability and Uncertainty: 1 fractional works · 0.2% of its workEconomics, Econometrics and Finance: 8 fractional works · 2.0% of its workEconomics and Econometrics: 6 fractional works · 1.4% of its workFinance: 2 fractional works · 0.4% of its workSmaller subfields together: 1 fractional works · 0.2% of its workPsychology: 6 fractional works · 1.3% of its workClinical Psychology: 3 fractional works · 0.7% of its workSocial Psychology: 1 fractional works · 0.2% of its workSmaller subfields together: 2 fractional works · 0.4% of its workArts and Humanities: 2 fractional works · 0.5% of its workLiterature and Literary Theory: 1 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.3% of its workHealth Sciences: 109 fractional works · 25.6% of its workMedicine: 91 fractional works · 21.4% of its workSurgery: 11 fractional works · 2.7% of its workPulmonary and Respiratory Medicine: 8 fractional works · 1.8% of its workEpidemiology: 7 fractional works · 1.8% of its workPublic Health, Environmental and Occupational Health: 7 fractional works · 1.7% of its workOncology: 6 fractional works · 1.3% of its workHealth Informatics: 5 fractional works · 1.1% of its workCardiology and Cardiovascular Medicine: 4 fractional works · 0.9% of its workRadiology, Nuclear Medicine and Imaging: 4 fractional works · 0.8% of its workPhysiology: 3 fractional works · 0.7% of its workPathology and Forensic Medicine: 3 fractional works · 0.7% of its workEndocrinology, Diabetes and Metabolism: 3 fractional works · 0.6% of its workInfectious Diseases: 3 fractional works · 0.6% of its workNeurology: 2 fractional works · 0.6% of its workHepatology: 2 fractional works · 0.4% of its workPediatrics, Perinatology and Child Health: 2 fractional works · 0.4% of its workObstetrics and Gynecology: 2 fractional works · 0.4% of its workNephrology: 2 fractional works · 0.4% of its workReproductive Medicine: 2 fractional works · 0.4% of its workPsychiatry and Mental health: 2 fractional works · 0.4% of its workRheumatology: 1 fractional works · 0.3% of its workOphthalmology: 1 fractional works · 0.3% of its workImmunology and Allergy: 1 fractional works · 0.3% of its workEmergency Medicine: 1 fractional works · 0.3% of its workCritical Care and Intensive Care Medicine: 1 fractional works · 0.3% of its workPharmacology: 1 fractional works · 0.2% of its workFamily Practice: 1 fractional works · 0.2% of its workGenetics: 1 fractional works · 0.2% of its workHematology: 1 fractional works · 0.2% of its workSmaller subfields together: 6 fractional works · 1.5% of its workHealth Professions: 15 fractional works · 3.5% of its workHealth Information Management: 6 fractional works · 1.5% of its workGeneral Health Professions: 5 fractional works · 1.2% of its workEmergency Medical Services: 2 fractional works · 0.4% of its workSmaller subfields together: 2 fractional works · 0.5% of its workDentistry: 1 fractional works · 0.3% of its workNursing: 1 fractional works · 0.3% of its workVeterinary: 0 fractional works · 0.1% of its workLife Sciences: 31 fractional works · 7.3% of its workBiochemistry, Genetics and Molecular Biology: 19 fractional works · 4.5% of its workMolecular Biology: 12 fractional works · 2.7% of its workCancer Research: 3 fractional works · 0.7% of its workGenetics: 2 fractional works · 0.5% of its workCell Biology: 1 fractional works · 0.2% of its workSmaller subfields together: 2 fractional works · 0.4% of its workAgricultural and Biological Sciences: 4 fractional works · 1.0% of its workPlant Science: 3 fractional works · 0.8% of its workSmaller subfields together: 1 fractional works · 0.2% of its workNeuroscience: 4 fractional works · 0.9% of its workCognitive Neuroscience: 2 fractional works · 0.6% of its workSmaller subfields together: 1 fractional works · 0.3% of its workImmunology and Microbiology: 3 fractional works · 0.6% of its workImmunology: 2 fractional works · 0.4% of its workSmaller subfields together: 1 fractional works · 0.2% of its workPharmacology, Toxicology and Pharmaceutics: 1 fractional works · 0.2% of its workALL ITS WORKData Management(Italy)424fractional works, 2022-now
Life Sciences7%Physical Sciences41%Health Sciences26%Social Sciences27%

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. Computer Science11527.2%
    2. Engineering276.4%
    3. Environmental Science122.9%
    4. Mathematics71.6%
    5. Earth and Planetary Sciences51.2%
    6. Energy20.4%
    7. Physics and Astronomy20.4%
    8. Materials Science10.3%
    9. Chemistry00.1%
    10. Chemical Engineering00.0%
    1. Business, Management and Accounting409.5%
    2. Social Sciences286.6%
    3. Decision Sciences286.6%
    4. Economics, Econometrics and Finance82.0%
    5. Psychology61.3%
    6. Arts and Humanities20.5%
    1. Medicine9121.4%
    2. Health Professions153.5%
    3. Dentistry10.3%
    4. Nursing10.3%
    5. Veterinary00.1%
    1. Biochemistry, Genetics and Molecular Biology194.5%
    2. Agricultural and Biological Sciences41.0%
    3. Neuroscience40.9%
    4. Immunology and Microbiology30.6%
    5. Pharmacology, Toxicology and Pharmaceutics10.2%
All of science, and how each field's share has moved since 1950: the Science domain explorer

What does Data Management (Italy) specialise in?

Where its research is concentrated relative to its size: Management Information Systems takes 14.7× the share of its output that it takes of world research.

  1. Management Information SystemsSubfield · 25.6 works15×
  2. Decision SciencesField · 27.9 works6.8×
  3. Computer Networks and CommunicationsSubfield · 20.5 works5.4×
← 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: 0.22× its world share, 4 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.84× its world share, 19 worksBiochemistry, Geneti…Immunology and Microbiology: 0.60× its world share, 2 worksImmunology and Micro…Neuroscience: 0.55× its world share, 4 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.70× its world share, 1 worksPharmacology, Toxico…Chemical Engineering: 0.07× its world share, 0 worksChemical EngineeringChemistry: 0.05× its world share, 0 worksChemistryComputer Science: 3.50× its world share, 115 worksComputer ScienceEarth and Planetary Sciences: 0.79× its world share, 5 worksEarth and Planetary …Energy: 0.47× its world share, 2 worksEnergyEngineering: 0.42× its world share, 27 worksEngineeringEnvironmental Science: 0.58× its world share, 12 worksEnvironmental ScienceMaterials Science: 0.10× its world share, 2 worksMaterials ScienceMathematics: 1.37× its world share, 7 worksMathematicsPhysics and Astronomy: 0.19× its world share, 2 worksPhysics and AstronomyDentistry: 0.67× its world share, 1 worksDentistryHealth Professions: 1.33× its world share, 15 worksHealth ProfessionsMedicine: 1.11× its world share, 91 worksMedicineNursing: 0.53× its world share, 1 worksNursingVeterinary: 0.66× its world share, 0 worksVeterinaryArts and Humanities: 0.19× its world share, 2 worksArts and HumanitiesBusiness, Management and Accounting: 2.96× its world share, 40 worksBusiness, Management…Decision Sciences: 6.81× its world share, 28 worksDecision SciencesEconomics, Econometrics and Finance: 0.91× its world share, 8 worksEconomics, Econometr…Psychology: 0.43× its world share, 6 worksPsychologySocial Sciences: 0.52× its world share, 28 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Decision Sciences, 6.8×. Every wedge is a field page.

All 26 fields, with their numbers
  1. Decision Sciences6.81×28 works
  2. Computer Science3.50×115 works
  3. Business, Management and Accounting2.96×40 works
  4. Mathematics1.37×7 works
  5. Health Professions1.33×15 works
  6. Medicine1.11×91 works
  7. Economics, Econometrics and Finance0.91×8 works
  8. Biochemistry, Genetics and Molecular Biology0.84×19 works
  9. Earth and Planetary Sciences0.79×5 works
  10. Pharmacology, Toxicology and Pharmaceutics0.70×1 works
  11. Dentistry0.67×1 works
  12. Veterinary0.66×0 works
  13. Immunology and Microbiology0.60×2 works
  14. Environmental Science0.58×12 works
  15. Neuroscience0.55×4 works
  16. Nursing0.53×1 works
  17. Social Sciences0.52×28 works
  18. Energy0.47×2 works
  19. Psychology0.43×6 works
  20. Engineering0.42×27 works
  21. Agricultural and Biological Sciences0.22×4 works
  22. Physics and Astronomy0.19×2 works
  23. Arts and Humanities0.19×2 works
  24. Materials Science0.10×2 works
  25. Chemical Engineering0.07×0 works
  26. Chemistry0.05×0 works

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

Ranked on the quality score, Valentina Panetta, Khadim Dia and Aïssatou Ndoye lead among researchers whose main affiliation is Data Management (Italy).

  1. 1 Valentina Panetta Italy · #430,814 worldwide 4.4k citations · 112 works
  2. 2 Khadim Dia Italy · #1,534,504 worldwide 49 citations · 659 works
  3. 3 Aïssatou Ndoye Italy · #1,813,750 worldwide 8 citations · 310 works
  4. 4 Aïssatou Ndoye Italy · #1,973,117 worldwide 4 citations · 209 works
  5. 5 Mansour Dia Italy · #2,049,340 worldwide 1 citations · 174 works
  6. 6 Mansour Dia Italy · #2,484,881 worldwide 1 citations · 67 works
  7. 7 Mansour Dia Italy · #2,878,488 worldwide 0 citations · 31 works
  8. 8 Fajar Juang; id_orcid 0000-0003-4569-2496 Ekaputra Italy · #5,097,294 worldwide 0 citations · 15 works
  9. 9 T. William Olle Italy · #5,492,361 worldwide 414 citations · 78 works
All ranked researchers at Data Management (Italy)

What are the most cited papers from Data Management (Italy)?

The most cited paper from Data Management (Italy) is "STOP Questionnaire" (Frances F. Chung, Balaji Yegneswaran, Pu Liao et al., 2008), with 2,356 citations. Next come "Intussusception among Infants Given an Oral Rotavirus Vaccine" (983) and "Randomized Study of High-Dose and Low-Dose Interleukin-2 in Patients With Metastatic Renal Cancer" (791).

Most cited papers
#PaperReleasedCitations
1 STOP Questionnaire Frances F. Chung, Balaji Yegneswaran, Pu Liao et al. · Anesthesiology 17 Apr 2008 2,356
2 Intussusception among Infants Given an Oral Rotavirus Vaccine Trudy V. Murphy, Paul M. Gargiullo, Mehran S. Massoudi et al. · New England Journal of Medicine Open access 22 Feb 2001 983
3 Randomized Study of High-Dose and Low-Dose Interleukin-2 in Patients With Metastatic Renal Cancer James Chih‐Hsin Yang, Richard Mark Sherry, Seth M. Steinberg et al. · Journal of Clinical Oncology Open access 14 Aug 2003 791
4 Recombinant Human Erythropoietin in the Treatment of Acute Ischemic Stroke Hannelore Ehrenreich et al. · Stroke Open access 15 Oct 2009 601
5 Perioperative Morbidity in Patients Randomized to Epidural or General Anesthesia for Lower Extremity Vascular Surgery Rose Christopherson, Charles Beattie, Steven M. Frank et al. · Anesthesiology Open access Sep 1993 550
All 60 most cited papers, with filters and sorting

Which keywords describe research at Data Management (Italy)?

By fractional works in 2022-now, 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-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. Big Data55▲ 14×20 topics
  2. Machine Learning51▲ 3.6×61 topics
  3. Deep Learning34▲ 2.3×55 topics
  4. Supply Chain Management30▲ 7.9×15 topics
  5. Sustainability30▲ 2.8×25 topics
  6. Predictive Analytics22▲ 48×2 topics
  7. Data Science22▲ 50×2 topics
  8. Firm Performance22▲ 29×3 topics
  9. Analytics21▲ 57×1 topic
  10. Business Intelligence21▲ 57×1 topic
  11. Healthcare19▲ 4.0×13 topics
  12. Artificial Intelligence19▲ 3.1×25 topics
  13. Neural Networks19▲ 2.8×27 topics
  14. Distributed Systems17▲ 24×5 topics
  15. Cloud Computing16▲ 13×5 topics
  16. Security16▲ 5.5×13 topics
  17. Data Mining15▲ 4.8×17 topics
  18. Energy Efficiency13▲ 3.2×10 topics
  19. Internet of Things12▲ 3.2×12 topics
  20. Data Integration11▲ 16×4 topics
  21. Cybersecurity10▲ 9.9×4 topics
  22. Anomaly Detection10▲ 8.5×3 topics
  23. Resource Management9▲ 13×2 topics
  24. Precision Medicine9▲ 4.2×7 topics
  25. Privacy8▲ 6.9×4 topics
  26. Workflow Management8▲ 27×2 topics
  27. Information Quality8▲ 32×2 topics
  28. Virtualization8▲ 22×2 topics
  29. Data Cleaning7▲ 59×1 topic
  30. Deep Neural Networks7▲ 14×3 topics
  31. Record Linkage7▲ 59×1 topic
  32. Bioinformatics7▲ 14×3 topics
  33. Surveillance7▲ 5.9×4 topics
  34. Data Centers7▲ 28×1 topic
  35. MapReduce7▲ 28×1 topic
  36. Semantic Web Services7▲ 29×2 topics
  37. Log Analysis6▲ 33×1 topic
  38. Performance Prediction6▲ 21×1 topic
  39. Reproducibility6▲ 36×1 topic
  40. Scientific Workflows6▲ 36×1 topic

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

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

Big Data and Business In…21Big Data and Business Intelligence: 21 fractional worksData Quality and Management: 7 fractional worksCloud Computing and Resource Management: 7 fractional worksSoftware System Performance and Reliability: 6 fractional worksScientific Computing and Data Management: 6 fractional worksExplainable Artificial I…6Explainable Artificial Intelligence (XAI): 6 fractional worksArtificial Intelligence in Healthcare and Education: 5 fractional worksResearch Data Management Practices: 4 fractional worksPrivacy-Preserving Technologies in Data: 4 fractional worksCloud Data Security Solutions: 4 fractional works
Management Information SystemsManagement Science and Operations ResearchInformation SystemsComputer Networks and Communications3 others

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

  1. 1 Big Data and Business Intelligence Management Information Systems 21 works
  2. 2 Data Quality and Management Management Science and Operations Research 7 works
  3. 3 Cloud Computing and Resource Management Information Systems 7 works
  4. 4 Software System Performance and Reliability Computer Networks and Communications 6 works
  5. 5 Scientific Computing and Data Management Information Systems and Management 6 works
  6. 6 Explainable Artificial Intelligence (XAI) Artificial Intelligence 6 works
  7. 7 Artificial Intelligence in Healthcare and Education Health Informatics 5 works
  8. 8 Research Data Management Practices Information Systems 4 works
  9. 9 Privacy-Preserving Technologies in Data Artificial Intelligence 4 works
  10. 10 Cloud Data Security Solutions 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 available61.7%not open38.3%

World: 40% of research is openly available.

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

World: 18% is written across borders.

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

Output in 2022-2025 was 208% 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 Data Management (Italy) as a percentage of every work published that year, 0.0015% in 2024.

still counting0.0020%0.0040%0.0060%Data Management (Italy)0.0025% in 202519801990200020102020

Fractional works of Data Management (Italy) 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 counting5%10%15%all institutions10.0% in 2025Data Management (Italy)8.7% in 20252020

Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 15.0% in 2020.

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Data Management (Italy) on Science Explorer

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