Bangladesh vs Liberia
On research quality in 2022-now, Bangladesh ranks #40 in the world and Liberia #132, of 189 countries. Bangladesh stands higher in 24 of the 24 fields both publish in, Liberia in 0.
Research profiles alike: 0.65similar 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.
Liberia
- World rank, 2022-now
- #132
- #133 all time
- Works, 2022-now
- 361
- fractional
- Top-10% rate
- 10.6%
- share of its work among the world's most cited
- Open access
- 68%
- of its works free to read
Strongest relative focus: Horticulture, Theoretical Computer Science, Emergency Medical Services.
Who leads, measure by measure?
Liberia leads on 5 of 9 measures: citation excellence for its fields, top-10% rate, open access, international co-authorship and growth. Bangladesh leads on 3 of 9 measures: research quality, output and citations per work. The two are level on institutions in the world top 100.
- #40Research qualityworld rank of 189 countries, 2022-now#132
- 0.90×Citation excellence for its fieldsits top-10% rate against what its topics predict; 1.00× is as expected0.99×
- 78kOutputfractional works, 2022-now361
- 10.1%Top-10% rateshare of its works among the world's most cited10.6%
- 10.3Citations per workall time, per fractional work9.8
- 0World top 100institutions it holds among the world's best 1000
- 62%Open accessof its works free to read, all time68%
- 28%Internationalof its works written with co-authors abroad, all time45%
- +56%Growthworks in 2022-25 against 2018-21; half a bar is no change+68%
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 24 fields, Liberia in 0. Each bar is that side's standing among all countries ranked in the field: the full bar is first place.
- #38Agricultural and Biological Sciences-
- #56Arts and Humanities-
- #44Biochemistry, Genetics and Molecular Biology-
- #43Business, Management and Accounting-
- #29Chemistry-
- #39Computer Science-
- #39Decision Sciences-
- #48Dentistry-
- #31Earth and Planetary Sciences-
- #43Economics, Econometrics and Finance-
- #42Energy-
- #40Engineering-
- #31Environmental Science-
- #39Health Professions-
- #47Immunology and Microbiology-
- #31Materials Science-
- #48Mathematics-
- #59Medicine-
- #47Neuroscience-
- #38Nursing-
- #30Pharmacology, Toxicology and Pharmaceutics-
- #45Physics and Astronomy-
- #39Psychology-
- #49Social Sciences-
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 | Liberia rank | Bangladesh top 10% | Liberia top 10% | Bangladesh works | Liberia works |
|---|---|---|---|---|---|---|
| Agricultural and Biological Sciences | #38 | - | 10.4% | - | 7.3k | - |
| Arts and Humanities | #56 | - | 10.3% | - | 1.1k | - |
| Biochemistry, Genetics and Molecular Biology | #44 | - | 8.3% | - | 3.1k | - |
| Business, Management and Accounting | #43 | - | 14.0% | - | 3.2k | - |
| Chemistry | #29 | - | 14.1% | - | 903 | - |
| Computer Science | #39 | - | 9.2% | - | 7.8k | - |
| Decision Sciences | #39 | - | 12.6% | - | 784 | - |
| Dentistry | #48 | - | 6.8% | - | 254 | - |
| Earth and Planetary Sciences | #31 | - | 11.2% | - | 663 | - |
| Economics, Econometrics and Finance | #43 | - | 11.8% | - | 2.2k | - |
| Energy | #42 | - | 11.1% | - | 920 | - |
| Engineering | #40 | - | 10.2% | - | 11k | - |
| Environmental Science | #31 | - | 11.6% | - | 5.3k | - |
| Health Professions | #39 | - | 12.5% | - | 1.9k | - |
| Immunology and Microbiology | #47 | - | 9.3% | - | 708 | - |
| Materials Science | #31 | - | 13.7% | - | 2.9k | - |
| Mathematics | #48 | - | 13.3% | - | 596 | - |
| Medicine | #59 | - | 6.7% | - | 14k | - |
| Neuroscience | #47 | - | 8.5% | - | 908 | - |
| Nursing | #38 | - | 9.6% | - | 785 | - |
| Pharmacology, Toxicology and Pharmaceutics | #30 | - | 11.5% | - | 334 | - |
| Physics and Astronomy | #45 | - | 13.3% | - | 962 | - |
| Psychology | #39 | - | 10.2% | - | 1.9k | - |
| Social Sciences | #49 | - | 11.0% | - | 7.7k | - |
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
Liberia
- Triage
- Poverty Reduction
- Global Health
- Health Equity
- Development
- Risk Perception
- Recycling
- Health Systems
- Socio-economic Factors
- Health Inequalities
- Reservoirs
- Outbreak
- Community Health Workers
- Mental Health
- Sustainable Development
- Maternal Mortality
- Immune Response
- Public Health
- Epidemiology
- Environmental Impact
- Sustainability
- Machine Learning
- COVID-19
- Vaccine
- Climate Change
- Globalization
- Renewable Energy
- Pathogenesis
- Transmission
- Ebola Virus
- Ethical Considerations
- Infectious Diseases
- Child Mortality
- Healthcare Workers
- Waste Management
- Risk Management
- SARS-CoV-2
- Resource Allocation
- Disaster Response
- Emergency Preparedness
All 40 words, with their numbers
- Sustainability21▲ 2.0×46 topics
- Environmental Impact20▲ 2.8×35 topics
- Machine Learning18▲ 1.23×35 topics
- Epidemiology17◆ 1.00×52 topics
- COVID-1916▲ 3.0×16 topics
- Public Health16▲ 2.6×29 topics
- Vaccine16▲ 9.4×9 topics
- Immune Response15▲ 6.3×10 topics
- Climate Change15▲ 1.28×39 topics
- Maternal Mortality15▲ 15×4 topics
- Globalization14▲ 1.70×34 topics
- Sustainable Development13▲ 1.93×24 topics
- Renewable Energy13▲ 2.0×23 topics
- Mental Health12▲ 2.0×21 topics
- Pathogenesis12▲ 5.6×8 topics
- Community Health Workers12▲ 31×2 topics
- Transmission11▲ 46×3 topics
- Outbreak11▲ 67×2 topics
- Ebola Virus11▲ 91×1 topic
- Reservoirs11▲ 91×1 topic
- Ethical Considerations10▲ 7.1×10 topics
- Health Inequalities10▲ 19×2 topics
- Infectious Diseases10▲ 7.0×6 topics
- Socio-economic Factors10▲ 21×2 topics
- Child Mortality10▲ 31×1 topic
- Health Systems10▲ 31×1 topic
- Healthcare Workers9▲ 9.2×3 topics
- Recycling9▲ 5.4×7 topics
- Waste Management8▲ 4.7×5 topics
- Risk Perception8▲ 6.7×3 topics
- Risk Management8▲ 3.7×10 topics
- Development7▲ 4.4×11 topics
- SARS-CoV-27▲ 5.1×6 topics
- Health Equity6▲ 5.0×5 topics
- Resource Allocation6▲ 7.8×2 topics
- Global Health6▲ 8.5×4 topics
- Disaster Response6▲ 17×2 topics
- Poverty Reduction6▲ 9.8×4 topics
- Emergency Preparedness5▲ 30×1 topic
- Triage5▲ 30×1 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?
Bangladesh has out-published Liberia 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 Liberia?
Bangladesh publishes 215.4× as much research as Liberia in 2022-now (78k against 361 fractional works).
Whose research has more impact, Bangladesh or Liberia?
10.6% of Liberia's research reaches the world's top 10% most cited, against 10.1% for Bangladesh.
Is Bangladesh or Liberia growing faster?
Output in 2022-25 was +68% against 2018-21 for Liberia, and +56% for Bangladesh.
Which has more open access research, Bangladesh or Liberia?
68% of Liberia's research is free to read, against 62% of Bangladesh's.
Which has more world-class institutions, Bangladesh or Liberia?
Bangladesh holds 0 of the world's top 100 research institutions and Liberia 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
Liberia
- 1University of Liberia10.8% top 10% · 149 works
- 2William V. S. Tubman University16.1% top 10% · 86 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
Liberia
- 1 Abdulfatah Abdu Yusuf #91,971 worldwide 2.8k citations · 84 works
- 2 Tolbert Nyenswah #226,740 worldwide 4.6k citations · 102 works
- 3 Fatorma K. Bolay #243,088 worldwide 3.5k citations · 57 works
- 4 Lawrence Fakoli #287,221 worldwide 2k citations · 22 works
- 5 Chea Sanford Wesseh #396,483 worldwide 1.2k citations · 25 works