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University · Palembang · Indonesia

Universitas Indo Global Mandiri

In research, Universitas Indo Global Mandiri stands highest in Social Sciences (#1,058 of 9,585 worldwide), Social Sciences (#924 of 5,988 worldwide) and Business, Management and Accounting (#563 of 2,581 worldwide), 2022-now. Relative to its size it is most specialised in Human Factors and Ergonomics, Demography and Geography, Planning and Development (Human Factors and Ergonomics is 35.6× its share of world research).

uigm.ac.idROR OpenAlex
World rank, 2022-now
#1,697
of 22,385 · #3,233 all time
Rank in Indonesia
#92
of 565
Research works
2.9k
▲ 131% vs 2018-21
Citations
5.9k
2.0 per fractional work
Top-10% rate
9.4%
all institutions 10.0%
vs its own fields
0.91×
1.00× is exactly expected
Open access
94%
world 40%
International
3%
world 18%
Universitas Indo Global Mandiri

What is Universitas Indo Global Mandiri 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
Social SciencesDomain #1,058 of 9,585 9.8%1,087 #1947
Social SciencesField #924 of 5,988 9.5%612 #1651
Business, Management and AccountingField #563 of 2,581 11.0%360 #929
Human Factors and ErgonomicsSubfield #24 of 89 10.7%70 -
Organizational Behavior and Human Resource ManagementSubfield #73 of 253 13.0%81 -
Information SystemsSubfield #385 of 1,321 11.9%206 #961
Sociology and Political ScienceSubfield #813 of 2,526 10.1%120 #1697
Physical SciencesDomain #3,531 of 10,670 9.1%474 #4040
EducationSubfield #705 of 1,930 7.6%113 #1617
DemographySubfield #170 of 434 9.4%191 #439

Each strip is that field's whole ranked pool, with the notch where Universitas Indo Global Mandiri 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. Social Sciences#1,947 #1,058
  2. Social Sciences#1,651 #924
  3. Business, Management and Accounting#929 #563
  4. Information Systems#961 #385
  5. Sociology and Political Science#1,697 #813
  6. Physical Sciences#4,040 #3,531
  7. Education#1,617 #705
  8. Demography#439 #170
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 Universitas Indo Global Mandiri work in?

In 2022-now, 62% of research at Universitas Indo Global Mandiri is in Social Sciences, 28% in Physical Sciences. Its largest fields are Social Sciences (34%), Business, Management and Accounting (21%), Computer Science (18%). It does 2.5× the world's share of Social Sciences.

Social Sciences: 1,161 fractional works · 61.9% of its workSocial Sciences: 644 fractional works · 34.3% of its workDemography: 194 fractional works · 10.4% of its workSociology and Political Science: 125 fractional works · 6.7% of its workEducation: 123 fractional works · 6.6% of its workHuman Factors and Ergonomics: 74 fractional works · 4.0% of its workGeography, Planning and Development: 39 fractional works · 2.1% of its workPolitical Science and International Relations: 34 fractional works · 1.8% of its workLaw: 20 fractional works · 1.1% of its workCultural Studies: 19 fractional works · 1.0% of its workGender Studies: 8 fractional works · 0.4% of its workSmaller subfields together: 7 fractional works · 0.4% of its workBusiness, Management and Accounting: 390 fractional works · 20.8% of its workStrategy and Management: 98 fractional works · 5.2% of its workAccounting: 91 fractional works · 4.8% of its workOrganizational Behavior and Human Resource Management: 88 fractional works · 4.7% of its workMarketing: 55 fractional works · 2.9% of its workManagement Information Systems: 49 fractional works · 2.6% of its workManagement of Technology and Innovation: 9 fractional works · 0.5% of its workEconomics, Econometrics and Finance: 55 fractional works · 2.9% of its workEconomics and Econometrics: 53 fractional works · 2.8% of its workSmaller subfields together: 2 fractional works · 0.1% of its workArts and Humanities: 36 fractional works · 1.9% of its workConservation: 16 fractional works · 0.9% of its workLanguage and Linguistics: 9 fractional works · 0.5% of its workSmaller subfields together: 11 fractional works · 0.6% of its workPsychology: 19 fractional works · 1.0% of its workDevelopmental and Educational Psychology: 10 fractional works · 0.5% of its workSmaller subfields together: 9 fractional works · 0.5% of its workDecision Sciences: 16 fractional works · 0.8% of its workManagement Science and Operations Research: 9 fractional works · 0.5% of its workInformation Systems and Management: 6 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.0% of its workPhysical Sciences: 520 fractional works · 27.7% of its workComputer Science: 331 fractional works · 17.6% of its workInformation Systems: 220 fractional works · 11.7% of its workArtificial Intelligence: 77 fractional works · 4.1% of its workComputer Science Applications: 10 fractional works · 0.5% of its workComputer Vision and Pattern Recognition: 8 fractional works · 0.4% of its workComputer Networks and Communications: 7 fractional works · 0.4% of its workSmaller subfields together: 9 fractional works · 0.5% of its workEngineering: 109 fractional works · 5.8% of its workCivil and Structural Engineering: 58 fractional works · 3.1% of its workElectrical and Electronic Engineering: 14 fractional works · 0.8% of its workMechanical Engineering: 7 fractional works · 0.4% of its workOcean Engineering: 6 fractional works · 0.3% of its workMedia Technology: 5 fractional works · 0.2% of its workIndustrial and Manufacturing Engineering: 4 fractional works · 0.2% of its workControl and Systems Engineering: 4 fractional works · 0.2% of its workSmaller subfields together: 10 fractional works · 0.5% of its workEnvironmental Science: 59 fractional works · 3.1% of its workManagement, Monitoring, Policy and Law: 27 fractional works · 1.5% of its workIndustrial and Manufacturing Engineering: 14 fractional works · 0.8% of its workEcology: 10 fractional works · 0.5% of its workSmaller subfields together: 8 fractional works · 0.4% of its workMaterials Science: 11 fractional works · 0.6% of its workMaterials Chemistry: 8 fractional works · 0.4% of its workSmaller subfields together: 2 fractional works · 0.1% of its workMathematics: 4 fractional works · 0.2% of its workEarth and Planetary Sciences: 2 fractional works · 0.1% of its workChemistry: 2 fractional works · 0.1% of its workEnergy: 1 fractional works · 0.1% of its workHealth Sciences: 112 fractional works · 6.0% of its workHealth Professions: 75 fractional works · 4.0% of its workOccupational Therapy: 29 fractional works · 1.5% of its workHealth Information Management: 26 fractional works · 1.4% of its workGeneral Health Professions: 15 fractional works · 0.8% of its workSmaller subfields together: 6 fractional works · 0.3% of its workMedicine: 36 fractional works · 1.9% of its workPediatrics, Perinatology and Child Health: 27 fractional works · 1.4% of its workSmaller subfields together: 10 fractional works · 0.5% of its workNursing: 1 fractional works · 0.0% of its workLife Sciences: 84 fractional works · 4.5% of its workAgricultural and Biological Sciences: 79 fractional works · 4.2% of its workGeneral Agricultural and Biological Sciences: 43 fractional works · 2.3% of its workFood Science: 11 fractional works · 0.6% of its workPlant Science: 7 fractional works · 0.4% of its workSoil Science: 5 fractional works · 0.2% of its workForestry: 4 fractional works · 0.2% of its workSmaller subfields together: 8 fractional works · 0.4% of its workBiochemistry, Genetics and Molecular Biology: 3 fractional works · 0.2% of its workPharmacology, Toxicology and Pharmaceutics: 1 fractional works · 0.0% of its workALL ITS WORKUniversitas IndoGlobal Mandiri1,876fractional works, 2022-now
Life Sciences4%Physical Sciences28%Health Sciences6%Social Sciences62%

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 24 fields, with their numbers
  1. Social Sciences1,16161.9%
    1. Social Sciences64434.3%
    2. Business, Management and Accounting39020.8%
    3. Economics, Econometrics and Finance552.9%
    4. Arts and Humanities361.9%
    5. Psychology191.0%
    6. Decision Sciences160.8%
    1. Computer Science33117.6%
    2. Engineering1095.8%
    3. Environmental Science593.1%
    4. Materials Science110.6%
    5. Mathematics40.2%
    6. Earth and Planetary Sciences20.1%
    7. Chemistry20.1%
    8. Energy10.1%
    9. Chemical Engineering00.0%
    1. Health Professions754.0%
    2. Medicine361.9%
    3. Nursing10.0%
    4. Dentistry00.0%
    1. Agricultural and Biological Sciences794.2%
    2. Biochemistry, Genetics and Molecular Biology30.2%
    3. Pharmacology, Toxicology and Pharmaceutics10.0%
    4. Immunology and Microbiology00.0%
    5. Neuroscience00.0%
All of science, and how each field's share has moved since 1950: the Science domain explorer

What does Universitas Indo Global Mandiri specialise in?

Where its research is concentrated relative to its size: Human Factors and Ergonomics takes 35.6× the share of its output that it takes of world research.

  1. Human Factors and ErgonomicsSubfield · 74.4 works36×
  2. DemographySubfield · 194.5 works15×
  3. Geography, Planning and DevelopmentSubfield · 39.1 works10×
  4. Organizational Behavior and Human Resource ManagementSubfield · 88.2 works9.8×
  5. Occupational TherapySubfield · 28.9 works9.2×
  6. AccountingSubfield · 90.6 works7.9×
  7. MarketingSubfield · 55.3 works7.0×
← 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: 0.88× its world share, 79 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.03× its world share, 3 worksBiochemistry, Geneti…Immunology and Microbiology: 0.02× its world share, 0 worksImmunology and Micro…Neuroscience: 0.01× its world share, 0 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.14× its world share, 1 worksPharmacology, Toxico…Chemical Engineering: 0.06× its world share, 0 worksChemical EngineeringChemistry: 0.06× its world share, 2 worksChemistryComputer Science: 2.27× its world share, 331 worksComputer ScienceEarth and Planetary Sciences: 0.08× its world share, 2 worksEarth and Planetary …Energy: 0.08× its world share, 1 worksEnergyEngineering: 0.39× its world share, 109 worksEngineeringEnvironmental Science: 0.63× its world share, 59 worksEnvironmental ScienceMaterials Science: 0.16× its world share, 11 worksMaterials ScienceMathematics: 0.20× its world share, 4 worksMathematicsDentistry: 0.01× its world share, 0 worksDentistryHealth Professions: 1.52× its world share, 75 worksHealth ProfessionsMedicine: 0.10× its world share, 36 worksMedicineNursing: 0.07× its world share, 1 worksNursingArts and Humanities: 0.66× its world share, 36 worksArts and HumanitiesBusiness, Management and Accounting: 6.46× its world share, 390 worksBusiness, Management…Decision Sciences: 0.88× its world share, 16 worksDecision SciencesEconomics, Econometrics and Finance: 1.37× its world share, 55 worksEconomics, Econometr…Psychology: 0.34× its world share, 19 worksPsychologySocial Sciences: 2.71× its world share, 644 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Business, Management and Accounting, 6.5×. Every wedge is a field page.

All 24 fields, with their numbers
  1. Business, Management and Accounting6.46×390 works
  2. Social Sciences2.71×644 works
  3. Computer Science2.27×331 works
  4. Health Professions1.52×75 works
  5. Economics, Econometrics and Finance1.37×55 works
  6. Agricultural and Biological Sciences0.88×79 works
  7. Decision Sciences0.88×16 works
  8. Arts and Humanities0.66×36 works
  9. Environmental Science0.63×59 works
  10. Engineering0.39×109 works
  11. Psychology0.34×19 works
  12. Mathematics0.20×4 works
  13. Materials Science0.16×11 works
  14. Pharmacology, Toxicology and Pharmaceutics0.14×1 works
  15. Medicine0.10×36 works
  16. Earth and Planetary Sciences0.08×2 works
  17. Energy0.08×1 works
  18. Nursing0.07×1 works
  19. Chemical Engineering0.06×0 works
  20. Chemistry0.06×2 works
  21. Biochemistry, Genetics and Molecular Biology0.03×3 works
  22. Immunology and Microbiology0.02×0 works
  23. Neuroscience0.01×0 works
  24. Dentistry0.01×0 works

Who are the top researchers at Universitas Indo Global Mandiri?

Ranked on the quality score, Rofiq Noorman Haryadi, Budi Setiawan and Lesi Hertati lead among researchers whose main affiliation is Universitas Indo Global Mandiri.

  1. 1 Rofiq Noorman Haryadi Indonesia · #579,559 worldwide 574 citations · 69 works
  2. 2 Budi Setiawan Indonesia · #1,223,244 worldwide 1.1k citations · 83 works
  3. 3 Lesi Hertati Indonesia · #1,683,793 worldwide 751 citations · 99 works
  4. 4 Fellyanus Habaora Indonesia · #1,935,863 worldwide 223 citations · 41 works
  5. 5 Jefirstson Richset Riwukore Indonesia · #2,062,740 worldwide 236 citations · 51 works
  6. 6 Mukhsin Patriansyah Indonesia · #2,073,992 worldwide 110 citations · 18 works
  7. 7 Evi Yulianti Indonesia · #2,464,471 worldwide 434 citations · 105 works
  8. 8 Choiriyah Indonesia · #2,951,669 worldwide 35 citations · 29 works
  9. 9 Badriyah Ulfah Indonesia · #3,006,418 worldwide 20 citations · 16 works
  10. 10 Tedy Setiawan Saputra Indonesia · #3,194,989 worldwide 149 citations · 34 works
All ranked researchers at Universitas Indo Global Mandiri

What are the most cited papers from Universitas Indo Global Mandiri?

The most cited paper from Universitas Indo Global Mandiri is "User Innovativeness and Fintech Adoption in Indonesia" (Budi Setiawan, Deni Pandu Nugraha, Atika Irawan et al., 2021), with 261 citations. Next come "Fintech Adoption Drivers for Innovation for SMEs in Indonesia" (182) and "Debate Instruction in EFL Classroom: Impacts on the Critical Thinking and Speaking Skill" (106).

Most cited papers
#PaperReleasedCitations
1 User Innovativeness and Fintech Adoption in Indonesia Budi Setiawan, Deni Pandu Nugraha, Atika Irawan et al. · Journal of Open Innovation Technology Market and Complexity Open access 12 Aug 2021 261
2 Fintech Adoption Drivers for Innovation for SMEs in Indonesia Deni Pandu Nugraha, Budi Setiawan, Robert Jeyakumar Nathan et al. · Journal of Open Innovation Technology Market and Complexity Open access 30 Nov 2022 182
3 Debate Instruction in EFL Classroom: Impacts on the Critical Thinking and Speaking Skill Jaya Nur Iman · International Journal of Instruction Open access 19 Sep 2017 106
4 Fintech and Financial Health in Vietnam during the COVID-19 Pandemic: In-Depth Descriptive Analysis Robert Jeyakumar Nathan, Budi Setiawan, Mac Nhu Quynh · Journal of risk and financial management Open access 6 Mar 2022 101
5 Clustering optimization in RFM analysis Based on k-Means Rendra Gustriansyah, Nazori Suhandi, Fery Antony · Indonesian Journal of Electrical Engineering and Computer Science Open access 9 Feb 2020 88
All 60 most cited papers, with filters and sorting

Which keywords describe research at Universitas Indo Global Mandiri?

By fractional works in 2022-now, weighted toward what it does more of than the world: Social Media, E-commerce, Financial Performance, Indonesia, COVID-19, Pandemic, Economic Impact and SMEs.

▲ 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. Social Media257▲ 9.9×16 topics
  2. E-commerce232▲ 22×11 topics
  3. Financial Performance221▲ 21×10 topics
  4. Indonesia205▲ 25×5 topics
  5. COVID-19200▲ 8.2×10 topics
  6. Pandemic197▲ 11×7 topics
  7. Economic Impact194▲ 19×2 topics
  8. SMEs185▲ 31×2 topics
  9. Digital Marketing183▲ 25×2 topics
  10. UMKM183▲ 36×1 topic
  11. Community Empowerment176▲ 13×10 topics
  12. E-Learning162▲ 9.0×13 topics
  13. Job Satisfaction129▲ 16×8 topics
  14. Education121▲ 3.8×29 topics
  15. Media Literacy121▲ 12×4 topics
  16. Organizational Culture118▲ 16×8 topics
  17. Corporate Governance116▲ 8.4×11 topics
  18. Supply Chain Management115▲ 6.8×16 topics
  19. Information Technology113▲ 13×8 topics
  20. Artificial Intelligence110▲ 4.1×22 topics
  21. Consumer Behavior109▲ 9.3×10 topics
  22. Data Mining108▲ 7.8×11 topics
  23. Digital Literacy108▲ 10×6 topics
  24. Sustainable Development107▲ 3.7×29 topics
  25. Customer Satisfaction105▲ 18×8 topics
  26. Educational Technology103▲ 4.6×20 topics
  27. Islamic Banking91▲ 13×3 topics
  28. Employee Performance90▲ 40×3 topics
  29. Organizational Commitment83▲ 23×3 topics
  30. Service Quality82▲ 16×6 topics
  31. Employee Engagement79▲ 24×4 topics
  32. Leadership Style78▲ 30×3 topics
  33. Motivation78▲ 10×4 topics
  34. Pandemic Response76▲ 18×2 topics
  35. Local Wisdom75▲ 8.7×8 topics
  36. Work-Life Balance75▲ 21×3 topics
  37. Leadership75▲ 8.2×9 topics
  38. Training and Development75▲ 40×2 topics
  39. Human Resource Competency74▲ 44×1 topic
  40. Perceived Organizational Support74▲ 44×1 topic

Which research topics does Universitas Indo Global Mandiri publish most on?

By volume in 2022-now: SMEs Development and Digital Marketing, Employee Performance and Management, Management and Optimization Techniques and Blockchain Technology in Education and Learning.

SMEs Development and Dig…183SMEs Development and Digital Marketing: 183 fractional worksEmployee Performance and Management: 74 fractional worksManagement and Optimization Techniques: 68 fractional worksBlockchain Technology in Education and Learning: 63 fractional worksIslamic Finance and Communication: 58 fractional worksEmployee Performance and Leadership: 50 fractional worksConsumer Behavior and Ma…46Consumer Behavior and Marketing Influence: 46 fractional worksEdcuational Technology Systems: 43 fractional worksEducational Methods and Media Use: 40 fractional worksLocal Governance and Development: 38 fractional works
DemographyHuman Factors and ErgonomicsStrategy and ManagementInformation Systems5 others

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

  1. 1 SMEs Development and Digital Marketing Demography 183 works
  2. 2 Employee Performance and Management Human Factors and Ergonomics 74 works
  3. 3 Management and Optimization Techniques Strategy and Management 68 works
  4. 4 Blockchain Technology in Education and Learning Information Systems 63 works
  5. 5 Islamic Finance and Communication Sociology and Political Science 58 works
  6. 6 Employee Performance and Leadership Organizational Behavior and Human Resource Management 50 works
  7. 7 Consumer Behavior and Marketing Influence Marketing 46 works
  8. 8 Edcuational Technology Systems Artificial Intelligence 43 works
  9. 9 Educational Methods and Media Use Information Systems 40 works
  10. 10 Local Governance and Development Geography, Planning and Development 38 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 available94.5%not open5.5%

World: 40% of research is openly available.

with international co-authors2.9%domestic only97.1%

World: 18% is written across borders.

How has Universitas Indo Global Mandiri's research output changed?

Output in 2022-2025 was 131% higher than in 2018-2021.

still counting200020102020
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 Universitas Indo Global Mandiri as a percentage of every work published that year, 0.0081% in 2024.

still counting0.0050%0.010%Universitas Indo Global Mandiri0.0076% in 202519801990200020102020

Fractional works of Universitas Indo Global Mandiri 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 2025Universitas Indo Global Mandiri7.8% in 20252020

Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 14.6% in 2021.

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Universitas Indo Global Mandiri on Science Explorer

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