Bangladesh vs Nigeria
On research quality in 2022-now, Bangladesh ranks #40 in the world and Nigeria #101, of 189 countries. Bangladesh stands higher in 24 of the 26 fields both publish in, Nigeria in 2.
Research profiles alike: 0.75very similar shapes of research, whatever their size. How it is measured
Compare other countries
Bangladesh
- World rank, 2022-now
- #40
- #50 all time
- Works, 2022-now
- 78k
- fractional
- Top-10% rate
- 10.1%
- share of its work among the world's most cited
- Open access
- 62%
- of its works free to read
Strongest relative focus: Drug Discovery, Aquatic Science, Health Information Management.
Nigeria
- World rank, 2022-now
- #101
- #104 all time
- Works, 2022-now
- 134k
- fractional
- Top-10% rate
- 4.9%
- share of its work among the world's most cited
- Open access
- 70%
- of its works free to read
Strongest relative focus: Library and Information Sciences, Drug Discovery, Chemical Health and Safety.
Who leads, measure by measure?
Bangladesh leads on 6 of 9 measures: research quality, citation excellence for its fields, top-10% rate, citations per work, international co-authorship and growth. Nigeria leads on 2 of 9 measures: output and open access. The two are level on institutions in the world top 100.
- #40Research qualityworld rank of 189 countries, 2022-now#101
- 0.90×Citation excellence for its fieldsits top-10% rate against what its topics predict; 1.00× is as expected0.52×
- 78kOutputfractional works, 2022-now134k
- 10.1%Top-10% rateshare of its works among the world's most cited4.9%
- 10.3Citations per workall time, per fractional work7.4
- 0World top 100institutions it holds among the world's best 1000
- 62%Open accessof its works free to read, all time70%
- 28%Internationalof its works written with co-authors abroad, all time16%
- +56%Growthworks in 2022-25 against 2018-21; half a bar is no change+22%
A rank is drawn as its standing: the longer the bar, the nearer the top. Anything else is drawn against the larger of the two, and two values a hair apart are called level. Quality, citation excellence and the top-10% rate are explained in the methodology.
Who leads in each field?
Bangladesh stands higher in 24 of 26 fields, Nigeria in 2. Bangladesh leads most in Environmental Science (#31 against #105). Each bar is that side's standing among all countries ranked in the field: the full bar is first place.
- #38Agricultural and Biological Sciences#103
- #56Arts and Humanities#80
- #44Biochemistry, Genetics and Molecular Biology#93
- #43Business, Management and Accounting#92
- -Chemical Engineering#42
- #29Chemistry#63
- #39Computer Science#112
- #39Decision Sciences#70
- #48Dentistry#60
- #31Earth and Planetary Sciences#66
- #43Economics, Econometrics and Finance#79
- #42Energy#71
- #40Engineering#96
- #31Environmental Science#105
- #39Health Professions#85
- #47Immunology and Microbiology#59
- #31Materials Science#74
- #48Mathematics#75
- #59Medicine#84
- #47Neuroscience#65
- #38Nursing#59
- #30Pharmacology, Toxicology and Pharmaceutics#43
- #45Physics and Astronomy#74
- #39Psychology#95
- #49Social Sciences#113
- -Veterinary#29
Standing is the percentile of world rank within each field, 2022-now; the printed number is the rank itself. A dash means the field is too small there to rank. How sides are compared.
The numbers behind each field
Click a heading to sort. The side that does better in a pair of columns is shaded: a lower rank, a higher rate, more works.
| Field | Bangladesh rank | Nigeria rank | Bangladesh top 10% | Nigeria top 10% | Bangladesh works | Nigeria works |
|---|---|---|---|---|---|---|
| Agricultural and Biological Sciences | #38 | #103 | 10.4% | 4.0% | 7.3k | 14k |
| Arts and Humanities | #56 | #80 | 10.3% | 8.7% | 1.1k | 2.8k |
| Biochemistry, Genetics and Molecular Biology | #44 | #93 | 8.3% | 4.5% | 3.1k | 4.6k |
| Business, Management and Accounting | #43 | #92 | 14.0% | 4.9% | 3.2k | 7.7k |
| Chemical Engineering | - | #42 | - | 6.5% | - | 200 |
| Chemistry | #29 | #63 | 14.1% | 6.0% | 903 | 1.6k |
| Computer Science | #39 | #112 | 9.2% | 5.7% | 7.8k | 8k |
| Decision Sciences | #39 | #70 | 12.6% | 4.8% | 784 | 2k |
| Dentistry | #48 | #60 | 6.8% | 3.5% | 254 | 409 |
| Earth and Planetary Sciences | #31 | #66 | 11.2% | 5.8% | 663 | 1.5k |
| Economics, Econometrics and Finance | #43 | #79 | 11.8% | 5.0% | 2.2k | 6.5k |
| Energy | #42 | #71 | 11.1% | 4.2% | 920 | 1.7k |
| Engineering | #40 | #96 | 10.2% | 4.9% | 11k | 14k |
| Environmental Science | #31 | #105 | 11.6% | 4.4% | 5.3k | 10k |
| Health Professions | #39 | #85 | 12.5% | 6.1% | 1.9k | 4.3k |
| Immunology and Microbiology | #47 | #59 | 9.3% | 5.0% | 708 | 1.3k |
| Materials Science | #31 | #74 | 13.7% | 6.6% | 2.9k | 2.8k |
| Mathematics | #48 | #75 | 13.3% | 6.3% | 596 | 1.9k |
| Medicine | #59 | #84 | 6.7% | 4.1% | 14k | 21k |
| Neuroscience | #47 | #65 | 8.5% | 5.2% | 908 | 739 |
| Nursing | #38 | #59 | 9.6% | 3.3% | 785 | 1.9k |
| Pharmacology, Toxicology and Pharmaceutics | #30 | #43 | 11.5% | 3.3% | 334 | 1.3k |
| Physics and Astronomy | #45 | #74 | 13.3% | 4.6% | 962 | 673 |
| Psychology | #39 | #95 | 10.2% | 4.4% | 1.9k | 3.5k |
| Social Sciences | #49 | #113 | 11.0% | 5.7% | 7.7k | 20k |
| Veterinary | - | #29 | - | 2.6% | - | 255 |
What is each known for?
The keywords that describe each side's research, by fractional works in 2022-now and weighted toward what it does more of than the world.
Bangladesh
- Bangladesh
- Water Management
- Vulnerability
- Agriculture
- Environmental Monitoring
- IoT
- Feature Extraction
- Consumer Behavior
- Security
- Data Mining
- Human Rights
- Remote Sensing
- Artificial Intelligence
- Social Media
- Globalization
- Convolutional Neural Networks
- Renewable Energy
- Environmental Impact
- Climate Change
- Machine Learning
- Deep Learning
- Epidemiology
- Sustainability
- COVID-19
- Neural Networks
- Healthcare
- Pandemic
- Oxidative Stress
- Food Security
- Cardiovascular Disease
- Internet of Things
- Medical Imaging
- Image Processing
- Risk Management
- Genetic Diversity
- Heat Transfer
- Wireless Sensor Networks
- Aquaculture
- Transfer Learning
- Smart Farming
All 40 words, with their numbers
- Deep Learning6,470▲ 2.1×84 topics
- Machine Learning6,042▲ 2.0×97 topics
- Epidemiology4,297▲ 1.19×140 topics
- Climate Change3,359▲ 1.36×122 topics
- Sustainability3,334▲ 1.50×126 topics
- Environmental Impact2,779▲ 1.79×71 topics
- COVID-192,213▲ 1.88×34 topics
- Renewable Energy2,149▲ 1.64×60 topics
- Neural Networks1,956▲ 1.40×41 topics
- Convolutional Neural Networks1,819▲ 2.8×14 topics
- Healthcare1,796▲ 1.73×41 topics
- Globalization1,678◆ 0.94×162 topics
- Pandemic1,667▲ 1.85×14 topics
- Social Media1,622▲ 1.29×40 topics
- Oxidative Stress1,576◆ 1.06×63 topics
- Artificial Intelligence1,554▲ 1.20×61 topics
- Food Security1,414▲ 2.9×24 topics
- Remote Sensing1,411▲ 1.27×41 topics
- Cardiovascular Disease1,385▲ 1.34×39 topics
- Human Rights1,326▲ 1.43×79 topics
- Internet of Things1,190▲ 1.53×32 topics
- Data Mining1,084▲ 1.63×25 topics
- Medical Imaging1,079▲ 2.3×9 topics
- Security1,077▲ 1.77×31 topics
- Image Processing1,031▲ 2.6×14 topics
- Consumer Behavior1,030▲ 1.82×18 topics
- Risk Management1,014▲ 2.4×18 topics
- Feature Extraction1,012▲ 2.5×10 topics
- Genetic Diversity976▲ 2.5×22 topics
- IoT931▲ 2.7×19 topics
- Heat Transfer928▲ 2.1×20 topics
- Environmental Monitoring913▲ 2.6×18 topics
- Wireless Sensor Networks894▲ 2.2×23 topics
- Agriculture875▲ 2.5×17 topics
- Aquaculture796▲ 3.4×8 topics
- Vulnerability754▲ 3.6×8 topics
- Transfer Learning658▲ 3.8×3 topics
- Water Management652▲ 5.7×8 topics
- Smart Farming560▲ 5.3×2 topics
- Bangladesh507▲ 27×3 topics
Nigeria
- gender inclusion
- Inclusive Development
- Knowledge Economy
- Inequality
- ICT
- Bioactive Compounds
- Quality Assurance
- Toxicity
- Antioxidants
- Social Capital
- Information Technology
- Antioxidant Activity
- Risk Management
- Gender Equality
- Antioxidant
- Economic Growth
- Climate Change
- Sustainable Development
- Education
- Sustainability
- Epidemiology
- Environmental Impact
- Machine Learning
- Globalization
- Renewable Energy
- Oxidative Stress
- Development
- Corporate Governance
- Curriculum Development
- Nigeria
- Medicinal Plants
- Genetic Diversity
- Teacher Education
- Governance
- Fiscal Policy
- Youth Unemployment
- Institutional Quality
- Smallholder Farmers
- Mobile Phones
- financial access
All 40 words, with their numbers
- Epidemiology6,992◆ 1.09×140 topics
- Sustainability6,209▲ 1.58×131 topics
- Environmental Impact6,008▲ 2.2×72 topics
- Education5,751▲ 2.1×146 topics
- Machine Learning5,438◆ 1.02×97 topics
- Sustainable Development5,257▲ 2.1×108 topics
- Globalization4,985▲ 1.58×173 topics
- Climate Change4,966◆ 1.14×127 topics
- Renewable Energy4,353▲ 1.87×61 topics
- Economic Growth4,324▲ 3.3×38 topics
- Oxidative Stress3,687▲ 1.39×63 topics
- Antioxidant3,412▲ 3.1×51 topics
- Development3,202▲ 5.6×23 topics
- Gender Equality3,084▲ 6.8×18 topics
- Corporate Governance2,913▲ 2.5×32 topics
- Risk Management2,754▲ 3.6×20 topics
- Curriculum Development2,746▲ 2.5×20 topics
- Antioxidant Activity2,743▲ 2.7×32 topics
- Nigeria2,734▲ 79×3 topics
- Information Technology2,674▲ 3.5×32 topics
- Medicinal Plants2,492▲ 4.0×21 topics
- Social Capital2,408▲ 2.9×20 topics
- Genetic Diversity2,394▲ 3.4×22 topics
- Antioxidants2,137▲ 3.0×17 topics
- Teacher Education2,125▲ 10×8 topics
- Toxicity2,107▲ 3.0×20 topics
- Governance2,098▲ 4.0×19 topics
- Quality Assurance2,067▲ 7.6×9 topics
- Fiscal Policy2,016▲ 6.2×11 topics
- Bioactive Compounds1,971▲ 4.9×15 topics
- Youth Unemployment1,884▲ 99×1 topic
- ICT1,763▲ 8.2×5 topics
- Institutional Quality1,723▲ 10×3 topics
- Inequality1,694▲ 4.6×18 topics
- Smallholder Farmers1,669▲ 4.9×6 topics
- Knowledge Economy1,451▲ 8.3×11 topics
- Mobile Phones1,415▲ 19×3 topics
- Inclusive Development1,410▲ 20×2 topics
- financial access1,397▲ 22×1 topic
- gender inclusion1,397▲ 22×1 topic
Size is fractional works in the topics tagged with each word; colour is the word's share of the side's work against its share of the world's. Each word links to the topic it comes from most.
How has their output grown?
Nigeria has out-published Bangladesh every year since 1980.
Fractional works per year.
Their share of all research
Growing output can still be a shrinking share, because all of science grows. Each line is a side as a percentage of every work published that year.
Fractional works over all fractional works that year. How the balance of science has shifted.
How much of it reaches the world top 10%
The share of each side's works, year by year, that reached the world's 10% most cited for their field and year. The average of all institutions is 10.0% (why not 10%).
A year with under 1% of the side's peak output is left out: a rate over a handful of papers says nothing. The latest years are still being cited.
Who holds more of the world's best institutions?
A country's average quality and the number of institutions it holds at the very top can disagree, and both are worth knowing. The counts are nested: an institution in the top 50 is also in the top 100.
- 0In the world top 500
- 0In the top 1000
- 0In the top 5000
- 1In the top 1,0000
- #47Elite capacityrank among 204 countries#51
Institutions ranked on research quality, 2022-now. Elite capacity counts a country's institutions by their worldwide rank, weighted so a place at #1 counts for more than one at #480.
Which publishes more research, Bangladesh or Nigeria?
Nigeria publishes 1.7× as much research as Bangladesh in 2022-now (134k against 78k fractional works).
Whose research has more impact, Bangladesh or Nigeria?
10.1% of Bangladesh's research reaches the world's top 10% most cited, against 4.9% for Nigeria.
Is Bangladesh or Nigeria growing faster?
Output in 2022-25 was +56% against 2018-21 for Bangladesh, and +22% for Nigeria.
Which has more open access research, Bangladesh or Nigeria?
70% of Nigeria's research is free to read, against 62% of Bangladesh's.
Which has more world-class institutions, Bangladesh or Nigeria?
Bangladesh holds 0 of the world's top 100 research institutions and Nigeria 0; in the top 1,000 it is 1 against 0.
Which institutions lead in each country?
The highest-ranked institutions on each side on research quality, 2022-now. The percentage is each institution's own top-10% rate: the share of its works that are among the world's 10% most cited for their field and year. Every figure stands alone, so they do not add up to 100%.
Bangladesh
- 1Southeast University8.5% top 10% · 2.2k works
- 2Ministry of Education15.0% top 10% · 829 works
- 3Islamic University9.3% top 10% · 3.4k works
- 4Daffodil International University13.7% top 10% · 1.9k works
- 5International Centre for Diarrhoeal Disease Research14.1% top 10% · 610 works
- 6North South University11.9% top 10% · 1.4k works
Nigeria
- 1Covenant University7.9% top 10% · 1.6k works
- 2Lead City University4.8% top 10% · 1k works
- 3Adekunle Ajasin University5.6% top 10% · 1k works
- 4Redeemer's University8.4% top 10% · 599 works
- 5University of Lagos5.2% top 10% · 3.6k works
- 6University of Ibadan6.0% top 10% · 5.8k works
The number is the rank inside the country. The track on each row is the top-10% rate; the tick is the average of all institutions, 10.0% (how it is set): teal above it, red below. The ranking is the quality score, which compares the rate with what each institution's own topics predict and adds a small reward for size, so the rates do not fall in order.
Who are the top researchers on each side?
The most cited researchers on each side, among those ranked.
Bangladesh
- 1 Muntasir Murshed #1,487 worldwide 19k citations · 244 works
- 2 Mozammel Mia #4,564 worldwide 12k citations · 171 works
- 3 Mosiur Rahman #7,232 worldwide 64k citations · 222 works
- 4 Md Nuruzzaman Khan #7,524 worldwide 43k citations · 266 works
- 5 Md. Abdul Moktadir #8,531 worldwide 8k citations · 105 works
Nigeria
- 1 Michael Ekholuenetale #7,006 worldwide 69k citations · 215 works
- 2 Olayinka Stephen Ilesanmi #10,324 worldwide 161k citations · 355 works
- 3 Mu’awiyyah Babale Sufiyan #10,737 worldwide 123k citations · 106 works
- 4 Oye Gureje #14,357 worldwide 94k citations · 694 works
- 5 Aminu Shittu #16,229 worldwide 34k citations · 108 works