Botswana vs Namibia
On research quality in 2022-now, Botswana ranks #92 in the world and Namibia #93, of 189 countries. Botswana stands higher in 4 of the 6 fields both publish in, Namibia in 2.
Research profiles alike: 0.75very similar shapes of research, whatever their size. How it is measured
Compare other countries
Botswana
- World rank, 2022-now
- #92
- #91 all time
- Works, 2022-now
- 3k
- fractional
- Top-10% rate
- 8.5%
- share of its work among the world's most cited
- Open access
- 47%
- of its works free to read
Strongest relative focus: Archeology, Forestry, Statistics and Probability.
Namibia
- World rank, 2022-now
- #93
- #111 all time
- Works, 2022-now
- 2.3k
- fractional
- Top-10% rate
- 6.2%
- share of its work among the world's most cited
- Open access
- 57%
- of its works free to read
Strongest relative focus: Research and Theory, Archeology, Library and Information Sciences.
Who leads, measure by measure?
Botswana leads on 4 of 9 measures: research quality, output, top-10% rate and citations per work. Namibia leads on 4 of 9 measures: excellence for its fields, open access, international co-authorship and growth. The two are level on institutions in the world top 100.
- #92Research qualityworld rank of 189 countries, 2022-now#93
- 0.90×Excellence for its fieldsits top-10% rate against what its topics predict; 1.00× is as expected0.93×
- 3kOutputfractional works, 2022-now2.3k
- 8.5%Top-10% rateshare of its works among the world's most cited6.2%
- 12.4Citations per workall time, per fractional work9.1
- 0World top 100institutions it holds among the world's best 1000
- 47%Open accessof its works free to read, all time57%
- 33%Internationalof its works written with co-authors abroad, all time38%
- +16%Growthworks in 2022-25 against 2018-21; half a bar is no change+43%
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, excellence and the top-10% rate are explained in the methodology.
Who leads in each field?
Botswana stands higher in 4 of 6 fields, Namibia in 2. Botswana leads most in Environmental Science (#69 against #95); Namibia leads most in Computer Science (#81 against #101). Each bar is that side's standing among all countries ranked in the field: the full bar is first place.
- #80Agricultural and Biological Sciences-
- #101Computer Science#81
- #75Engineering-
- #69Environmental Science#95
- #86Medicine#95
- #114Social Sciences#93
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 | Botswana rank | Namibia rank | Botswana top 10% | Namibia top 10% | Botswana works | Namibia works |
|---|---|---|---|---|---|---|
| Agricultural and Biological Sciences | #80 | - | 10.7% | - | 308 | - |
| Computer Science | #101 | #81 | 7.0% | 4.4% | 208 | 210 |
| Engineering | #75 | - | 10.7% | - | 360 | - |
| Environmental Science | #69 | #95 | 8.7% | 6.0% | 284 | 208 |
| Medicine | #86 | #95 | 9.0% | 6.8% | 335 | 240 |
| Social Sciences | #114 | #93 | 7.4% | 6.1% | 471 | 482 |
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.
Botswana
- HIV Transmission
- Child Mortality
- Livelihoods
- Generalized Exponential
- Land Reform
- Nutritional Value
- Health Inequalities
- Community Health Workers
- Land Use Change
- Smallholder Farmers
- Adaptation
- Higher Education
- Risk Management
- Development
- Antiretroviral Therapy
- Economic Growth
- Renewable Energy
- Environmental Impact
- Epidemiology
- Sustainability
- Climate Change
- Machine Learning
- Globalization
- Deep Learning
- Remote Sensing
- Colonialism
- Social Justice
- Biodiversity Conservation
- Sustainable Agriculture
- Genetic Diversity
- Political Economy
- Poverty Reduction
- Maternal Mortality
- Bayesian Inference
- Mortality Rates
- Gender Inequality
- Weibull Distribution
- Skew Distributions
- Phytochemicals
- Health Systems
All 40 words, with their numbers
- Climate Change192▲ 2.1×87 topics
- Sustainability159▲ 1.89×75 topics
- Machine Learning144▲ 1.26×77 topics
- Epidemiology104▼ 0.76×111 topics
- Globalization95▲ 1.40×72 topics
- Environmental Impact91▲ 1.55×52 topics
- Deep Learning89▼ 0.76×67 topics
- Renewable Energy73▲ 1.46×40 topics
- Remote Sensing70▲ 1.67×31 topics
- Economic Growth66▲ 2.4×27 topics
- Colonialism66▲ 4.0×14 topics
- Antiretroviral Therapy48▲ 8.6×6 topics
- Social Justice47▲ 2.3×26 topics
- Development46▲ 3.8×19 topics
- Biodiversity Conservation46▲ 3.6×13 topics
- Risk Management46▲ 2.8×13 topics
- Sustainable Agriculture44▲ 4.1×12 topics
- Higher Education42▲ 2.3×17 topics
- Genetic Diversity41▲ 2.7×20 topics
- Adaptation40▲ 4.0×11 topics
- Political Economy40▲ 4.5×11 topics
- Smallholder Farmers37▲ 5.1×5 topics
- Poverty Reduction36▲ 8.1×5 topics
- Land Use Change35▲ 3.4×7 topics
- Maternal Mortality31▲ 4.1×5 topics
- Community Health Workers31▲ 10×2 topics
- Bayesian Inference30▲ 8.9×4 topics
- Health Inequalities28▲ 6.8×3 topics
- Mortality Rates28▲ 8.5×2 topics
- Nutritional Value27▲ 7.0×4 topics
- Gender Inequality27▲ 5.7×6 topics
- Land Reform27▲ 17×2 topics
- Weibull Distribution26▲ 17×2 topics
- Generalized Exponential25▲ 44×1 topic
- Skew Distributions25▲ 44×1 topic
- Livelihoods25▲ 21×2 topics
- Phytochemicals25▲ 6.7×7 topics
- Child Mortality25▲ 10×1 topic
- Health Systems25▲ 10×1 topic
- HIV Transmission23▲ 8.7×2 topics
Namibia
- Gender Inequality
- Language Policy
- Animal Movement
- Multilingualism
- Poverty Reduction
- Community Health Workers
- Rural Development
- Job Satisfaction
- Colonialism
- Biodiversity
- Technology Integration
- Economic Development
- Social Capital
- Big Data
- Healthcare
- Renewable Energy
- Higher Education
- Artificial Intelligence
- Globalization
- Sustainability
- Climate Change
- Machine Learning
- Deep Learning
- Education
- Sustainable Development
- Mental Health
- Internet of Things
- Educational Technology
- Supply Chain Management
- Innovation
- Economic Growth
- Leadership
- Population Dynamics
- Lifelong Learning
- Habitat Selection
- Cloud Computing
- Trophic Cascades
- Student Perceptions
- Bilingual Education
- Occupancy Rates
All 40 words, with their numbers
- Climate Change142▲ 1.98×86 topics
- Sustainability137▲ 2.1×77 topics
- Machine Learning109▲ 1.25×64 topics
- Globalization101▲ 1.96×83 topics
- Deep Learning88◆ 0.97×63 topics
- Artificial Intelligence71▲ 1.89×38 topics
- Education66▲ 1.47×58 topics
- Higher Education65▲ 4.6×23 topics
- Sustainable Development65▲ 1.57×59 topics
- Renewable Energy62▲ 1.62×36 topics
- Mental Health60▲ 1.60×35 topics
- Healthcare59▲ 1.97×21 topics
- Internet of Things59▲ 2.6×22 topics
- Big Data58▲ 2.3×22 topics
- Educational Technology56▲ 1.80×29 topics
- Social Capital54▲ 4.0×17 topics
- Supply Chain Management54▲ 2.3×17 topics
- Economic Development50▲ 2.4×23 topics
- Innovation50▲ 1.82×44 topics
- Technology Integration48▲ 5.8×12 topics
- Economic Growth47▲ 2.2×26 topics
- Biodiversity46▲ 2.3×30 topics
- Leadership42▲ 3.2×21 topics
- Colonialism40▲ 3.2×16 topics
- Population Dynamics40▲ 5.8×10 topics
- Job Satisfaction39▲ 3.4×14 topics
- Lifelong Learning39▲ 7.2×9 topics
- Rural Development37▲ 4.1×13 topics
- Habitat Selection33▲ 17×2 topics
- Community Health Workers33▲ 14×2 topics
- Cloud Computing32▲ 4.3×12 topics
- Poverty Reduction32▲ 9.2×6 topics
- Trophic Cascades31▲ 13×2 topics
- Multilingualism31▲ 7.3×4 topics
- Student Perceptions28▲ 5.9×7 topics
- Animal Movement27▲ 20×1 topic
- Bilingual Education27▲ 8.9×3 topics
- Language Policy27▲ 7.4×3 topics
- Occupancy Rates27▲ 20×1 topic
- Gender Inequality24▲ 6.6×6 topics
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?
Botswana has out-published Namibia every year since 2024, when it overtook it.
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
- 0In the top 1,0000
- #51Elite 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, Botswana or Namibia?
Botswana publishes 1.3× as much research as Namibia in 2022-now (3k against 2.3k fractional works).
Whose research has more impact, Botswana or Namibia?
8.5% of Botswana's research reaches the world's top 10% most cited, against 6.2% for Namibia.
Is Botswana or Namibia growing faster?
Output in 2022-25 was +43% against 2018-21 for Namibia, and +16% for Botswana.
Which has more open access research, Botswana or Namibia?
57% of Namibia's research is free to read, against 47% of Botswana's.
Which has more world-class institutions, Botswana or Namibia?
Botswana holds 0 of the world's top 100 research institutions and Namibia 0; in the top 1,000 it is 0 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%.
Botswana
- 1University of Botswana7.6% top 10% · 1.4k works
- 2Botswana International University of Science and Technology8.6% top 10% · 674 works
- 3Botswana Geoscience Institute8.8% top 10% · 116 works
- 4Botho University8.5% top 10% · 148 works
- 5Ministry of Agriculture14.6% top 10% · 169 works
- 6Botswana Open University3.9% top 10% · 76 works
Namibia
- 1University of Namibia5.5% top 10% · 1.4k works
- 2Namibia University of Science and Technology7.0% top 10% · 641 works
- 3International University of Management6.6% top 10% · 111 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.
Botswana
- 1 Godfrey Mutashambara Rwegerera #31,057 worldwide 54k citations · 105 works
- 2 John Weldon McNutt #207,426 worldwide 5.3k citations · 119 works
- 3 Joseph M. Makhema #280,791 worldwide 14k citations · 95 works
- 4 Peter Vuylsteke #396,259 worldwide 7.7k citations · 317 works
- 5 Sununguko Wata Mpoloka #453,404 worldwide 2.7k citations · 62 works
Namibia
- 1 Michael Sony #63,785 worldwide 6.2k citations · 191 works
- 2 Uchendu Eugene Chigbu #104,490 worldwide 2.1k citations · 87 works
- 3 Gillian Maggs‐Kölling #275,971 worldwide 2.7k citations · 102 works
- 4 Mary Seely #392,753 worldwide 5.9k citations · 164 works
- 5 Subhash S. Naik #540,111 worldwide 2k citations · 20 works