Science Explorer Interactive view Map
City

Research in Batam

Science Explorer records 1 research institutions in Batam. The highest-ranked on research quality in 2022–2025 are Politeknik Negeri Batam.

Research institutions
1
1 of them ranked worldwide
Research works
1k
▲ 254% vs 2013–17
Top-10% rate, 2022–2025
3.2%
record average 16.5%

A city carries no overall standing here. The composite 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 Batam?

#InstitutionWorksAgainst the largest hereWorld rank
1Politeknik Negeri BatamUniversity 1,031 #23,898

By fractional works over the whole record; world rank on research quality in 2022–2025. Bars are scaled to the largest institution in this city, not to anything off the page.

What is Batam strongest at in research?

Relative to its size, research in Batam is most concentrated in Strategy and Management, Demography and Accounting (10.2× the world share in Strategy and Management).

  1. Strategy and ManagementSubfield · 39.2 works10×
  2. DemographySubfield · 25.9 works8.6×
  3. AccountingSubfield · 22.3 works8.3×
  4. Business, Management and AccountingField · 102.3 works7.2×
← 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.

Which keywords describe research in Batam?

By fractional works in 2022–2025, weighted toward what it does more of than the world: E-Learning, Supply Chain Management, Information Technology, E-commerce, Financial Performance, Performance Measurement, Lean Manufacturing and Risk Assessment.

▲ 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 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. E-Learning45▲ 10×11 topics
  2. Supply Chain Management40▲ 9.7×19 topics
  3. Information Technology38▲ 18×7 topics
  4. E-commerce37▲ 14×6 topics
  5. Financial Performance36▲ 14×7 topics
  6. Machine Learning35▲ 2.4×34 topics
  7. Education34▲ 4.5×17 topics
  8. Social Media32▲ 5.1×10 topics
  9. Performance Measurement30▲ 24×5 topics
  10. Lean Manufacturing29▲ 34×2 topics
  11. Artificial Intelligence28▲ 4.6×14 topics
  12. Risk Assessment28▲ 9.3×5 topics
  13. Corporate Governance28▲ 8.5×12 topics
  14. Indonesia27▲ 13×4 topics
  15. Operations Research27▲ 34×2 topics
  16. COVID-1926▲ 4.4×4 topics
  17. Pandemic26▲ 5.6×4 topics
  18. Decision Making26▲ 20×3 topics
  19. Production Management26▲ 39×1 topic
  20. Quality Control26▲ 30×1 topic
  21. Economic Impact26▲ 10×3 topics
  22. SMEs25▲ 16×2 topics
  23. Digital Marketing24▲ 13×2 topics
  24. UMKM24▲ 18×1 topic
  25. Data Mining23▲ 7.0×8 topics
  26. Educational Technology23▲ 4.3×15 topics
  27. Internet of Things21▲ 5.5×17 topics
  28. Fuzzy Logic20▲ 18×5 topics
  29. Decision Support System20▲ 24×4 topics
  30. Technology19▲ 8.2×4 topics
  31. Higher Education19▲ 8.0×8 topics
  32. Customer Satisfaction18▲ 13×8 topics
  33. Digital Literacy18▲ 6.8×4 topics
  34. Consumer Behavior17▲ 6.1×8 topics
  35. Authentication17▲ 24×3 topics
  36. Gamification17▲ 24×2 topics
  37. Blockchain16▲ 15×2 topics
  38. Digital Certificate16▲ 36×1 topic
  39. Service Quality16▲ 13×6 topics
  40. Smart Courses16▲ 36×1 topic

What research is done in Batam?

Management and Optimization Techniques: 26 fractional worksSMEs Development and Digital Marketing: 24 fractional worksBlockchain Technology in Education and Learning: 16 fractional worksEdcuational Technology Systems: 11 fractional worksMultimedia Learning Systems: 10 fractional worksIoT-based Control Systems: 10 fractional worksEngineering and Technology Innovations: 9 fractional worksConsumer Behavior and Marketing Influence: 9 fractional worksDecision Support System Applications: 8 fractional worksComputer Science and Engineering: 8 fractional works
Strategy and ManagementDemographyInformation SystemsArtificial Intelligence4 others

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

  1. 1 Management and Optimization Techniques Strategy and Management 26 works
  2. 2 SMEs Development and Digital Marketing Demography 24 works
  3. 3 Blockchain Technology in Education and Learning Information Systems 16 works
  4. 4 Edcuational Technology Systems Artificial Intelligence 11 works
  5. 5 Multimedia Learning Systems Information Systems 10 works
  6. 6 IoT-based Control Systems Computer Science Applications 10 works
  7. 7 Engineering and Technology Innovations Electrical and Electronic Engineering 9 works
  8. 8 Consumer Behavior and Marketing Influence Marketing 9 works
  9. 9 Decision Support System Applications Management Information Systems 8 works
  10. 10 Computer Science and Engineering Artificial Intelligence 8 works

Research output over time

201020152020
grewheldshrank

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