Benin vs Côte d'Ivoire
On research quality in 2022-now, Côte d'Ivoire ranks #165 in the world and Benin #166, of 189 countries. Benin stands higher in 2 of the 9 fields both publish in, Côte d'Ivoire in 7.
Research profiles alike: 0.71very similar shapes of research, whatever their size. How it is measured
Compare other countries
Benin
- World rank, 2022-now
- #166
- #139 all time
- Works, 2022-now
- 4.6k
- fractional
- Top-10% rate
- 6.1%
- share of its work among the world's most cited
- Open access
- 65%
- of its works free to read
Strongest relative focus: Horticulture, Forestry, Ecology, Evolution, Behavior and Systematics.
Côte d'Ivoire
- World rank, 2022-now
- #165
- #118 all time
- Works, 2022-now
- 6.5k
- fractional
- Top-10% rate
- 3.4%
- share of its work among the world's most cited
- Open access
- 71%
- of its works free to read
Strongest relative focus: Horticulture, Forestry, Ecology, Evolution, Behavior and Systematics.
Who leads, measure by measure?
Benin leads on 4 of 9 measures: excellence for its fields, top-10% rate, citations per work and international co-authorship. Côte d'Ivoire leads on 4 of 9 measures: research quality, output, open access and growth. The two are level on institutions in the world top 100.
- #166Research qualityworld rank of 189 countries, 2022-now#165
- 0.51×Excellence for its fieldsits top-10% rate against what its topics predict; 1.00× is as expected0.36×
- 4.6kOutputfractional works, 2022-now6.5k
- 6.1%Top-10% rateshare of its works among the world's most cited3.4%
- 7.3Citations per workall time, per fractional work6.0
- 0World top 100institutions it holds among the world's best 1000
- 65%Open accessof its works free to read, all time71%
- 36%Internationalof its works written with co-authors abroad, all time35%
- -1%Growthworks in 2022-25 against 2018-21; half a bar is no change+15%
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?
Benin stands higher in 2 of 9 fields, Côte d'Ivoire in 7. Côte d'Ivoire leads most in Medicine (#131 against #137); Benin leads most in Agricultural and Biological Sciences (#78 against #99). Each bar is that side's standing among all countries ranked in the field: the full bar is first place.
- #78Agricultural and Biological Sciences#99
- -Arts and Humanities#95
- -Biochemistry, Genetics and Molecular Biology#97
- -Economics, Econometrics and Finance#98
- #130Engineering#129
- #109Environmental Science#114
- #102Health Professions#101
- #137Medicine#131
- #139Social Sciences#135
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 | Benin rank | Côte d'Ivoire rank | Benin top 10% | Côte d'Ivoire top 10% | Benin works | Côte d'Ivoire works |
|---|---|---|---|---|---|---|
| Agricultural and Biological Sciences | #78 | #99 | 8.3% | 2.7% | 1k | 1.7k |
| Arts and Humanities | - | #95 | - | 3.5% | - | 252 |
| Biochemistry, Genetics and Molecular Biology | - | #97 | - | 1.7% | - | 285 |
| Economics, Econometrics and Finance | - | #98 | - | 5.3% | - | 205 |
| Engineering | #130 | #129 | 2.9% | 2.3% | 266 | 213 |
| Environmental Science | #109 | #114 | 3.8% | 2.5% | 385 | 525 |
| Health Professions | #102 | #101 | 9.1% | 6.2% | 205 | 219 |
| Medicine | #137 | #131 | 3.9% | 1.9% | 730 | 1.2k |
| Social Sciences | #139 | #135 | 8.2% | 7.2% | 672 | 877 |
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.
Benin
- Cooperatives
- Insecticide Resistance
- Rural Development
- Vaccine Development
- Economic Development
- Proximity and Innovation
- Citizen Participation
- Social Justice
- Indigenous Fruits
- Rural Livelihoods
- Territorial Governance
- Climate Resilience
- Nutritional Value
- Sustainable Development
- Biodiversity Conservation
- Agricultural Development
- Diversity
- Agroecology
- Adaptation
- Smallholder Farmers
- Climate Change
- Sustainability
- Epidemiology
- Livestock Farming
- Multifunctionality
- Work Organization
- Sustainable Agriculture
- Agroforestry
- Community Engagement
- Environmental Impact
- Local Development
- Public Health
- Tree Domestication
- Public Policy
- Environmental Participation
- Genetic Diversity
- Ecosystem Services
- Social Determinants of Health
- Medicinal Plants
- Social Innovation
All 40 words, with their numbers
- Climate Change536▲ 3.8×96 topics
- Smallholder Farmers452▲ 42×6 topics
- Sustainability432▲ 3.4×79 topics
- Adaptation303▲ 20×10 topics
- Epidemiology287▲ 1.41×127 topics
- Agroecology264▲ 36×5 topics
- Livestock Farming257▲ 85×3 topics
- Diversity257▲ 29×9 topics
- Multifunctionality251▲ 105×2 topics
- Agricultural Development251▲ 32×4 topics
- Work Organization250▲ 126×1 topic
- Biodiversity Conservation216▲ 11×15 topics
- Sustainable Agriculture213▲ 13×10 topics
- Sustainable Development193▲ 2.4×64 topics
- Agroforestry174▲ 51×4 topics
- Nutritional Value171▲ 30×5 topics
- Community Engagement169▲ 10×12 topics
- Climate Resilience169▲ 55×3 topics
- Environmental Impact169▲ 1.93×54 topics
- Territorial Governance165▲ 28×3 topics
- Local Development164▲ 31×2 topics
- Rural Livelihoods145▲ 53×2 topics
- Public Health145▲ 1.94×58 topics
- Indigenous Fruits144▲ 122×1 topic
- Tree Domestication144▲ 122×1 topic
- Social Justice142▲ 4.6×27 topics
- Public Policy139▲ 5.7×15 topics
- Citizen Participation115▲ 20×2 topics
- Environmental Participation114▲ 31×1 topic
- Proximity and Innovation114▲ 31×1 topic
- Genetic Diversity113▲ 5.1×22 topics
- Economic Development105▲ 2.6×29 topics
- Ecosystem Services85▲ 4.3×12 topics
- Vaccine Development80▲ 6.1×11 topics
- Social Determinants of Health78▲ 7.1×6 topics
- Rural Development78▲ 4.4×16 topics
- Medicinal Plants77▲ 3.9×20 topics
- Insecticide Resistance59▲ 15×4 topics
- Social Innovation59▲ 7.5×7 topics
- Cooperatives55▲ 15×3 topics
Côte d'Ivoire
- urban protest
- Youth Employment
- Territorial Governance
- Cocoa Production
- Sociolinguistics
- Disease Resistance
- Climate Change Resilience
- Social Movements
- Water Quality
- Governance
- Antioxidant
- Tree Domestication
- Climate Resilience
- Sustainable Agriculture
- Multifunctionality
- Agricultural Development
- Agroecology
- Adaptation
- Epidemiology
- Climate Change
- Smallholder Farmers
- Sustainability
- Biodiversity Conservation
- Diversity
- Agroforestry
- Livestock Farming
- Work Organization
- Nutritional Value
- Indigenous Fruits
- Genetic Diversity
- Ecosystem Services
- Ethnicity
- Medicinal Plants
- Soil Fertility
- Africa
- Decentralization
- Cacao
- Political Transition
- Local Development
- media pluralism
All 40 words, with their numbers
- Smallholder Farmers723▲ 47×6 topics
- Climate Change716▲ 3.6×98 topics
- Sustainability552▲ 3.1×84 topics
- Epidemiology437▲ 1.51×128 topics
- Biodiversity Conservation434▲ 16×14 topics
- Adaptation429▲ 20×14 topics
- Diversity413▲ 32×11 topics
- Agroecology408▲ 40×5 topics
- Agroforestry406▲ 84×4 topics
- Agricultural Development406▲ 37×3 topics
- Livestock Farming403▲ 93×3 topics
- Multifunctionality403▲ 119×2 topics
- Work Organization402▲ 143×1 topic
- Sustainable Agriculture327▲ 15×14 topics
- Nutritional Value308▲ 38×4 topics
- Climate Resilience305▲ 70×3 topics
- Indigenous Fruits281▲ 168×1 topic
- Tree Domestication281▲ 168×1 topic
- Genetic Diversity268▲ 8.5×21 topics
- Antioxidant197▲ 3.9×46 topics
- Ecosystem Services170▲ 6.0×11 topics
- Governance168▲ 7.1×12 topics
- Ethnicity161▲ 5.9×11 topics
- Water Quality156▲ 5.3×17 topics
- Medicinal Plants148▲ 5.2×19 topics
- Social Movements145▲ 6.7×17 topics
- Soil Fertility138▲ 8.4×8 topics
- Climate Change Resilience126▲ 29×2 topics
- Africa123▲ 41×3 topics
- Disease Resistance123▲ 32×3 topics
- Decentralization122▲ 8.1×4 topics
- Sociolinguistics122▲ 9.2×7 topics
- Cacao121▲ 119×1 topic
- Cocoa Production121▲ 119×1 topic
- Political Transition121▲ 33×3 topics
- Territorial Governance120▲ 14×4 topics
- Local Development120▲ 16×2 topics
- Youth Employment118▲ 80×2 topics
- media pluralism118▲ 192×1 topic
- urban protest118▲ 192×1 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?
Côte d'Ivoire has out-published Benin every year since 2012, 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, Benin or Côte d'Ivoire?
Côte d'Ivoire publishes 1.4× as much research as Benin in 2022-now (6.5k against 4.6k fractional works).
Whose research has more impact, Benin or Côte d'Ivoire?
6.1% of Benin's research reaches the world's top 10% most cited, against 3.4% for Côte d'Ivoire.
Is Benin or Côte d'Ivoire growing faster?
Output in 2022-25 was +15% against 2018-21 for Côte d'Ivoire, and -1% for Benin.
Which has more open access research, Benin or Côte d'Ivoire?
71% of Côte d'Ivoire's research is free to read, against 65% of Benin's.
Which has more world-class institutions, Benin or Côte d'Ivoire?
Benin holds 0 of the world's top 100 research institutions and Côte d'Ivoire 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%.
Benin
- 1Ministre de la Santé8.5% top 10% · 536 works
- 2Université de Parakou7.8% top 10% · 608 works
- 3Université d'Abomey-Calavi5.7% top 10% · 2k works
- 4University of Science and Technology of Benin2.2% top 10% · 427 works
- 5National University of Sciences, Technologies, Engineering and Mathematics4.7% top 10% · 241 works
- 6Centre National Hospitalier et Universitaire Hubert Koutoukou MAGA4.2% top 10% · 174 works
Côte d'Ivoire
- 1Université Alassane Ouattara1.4% top 10% · 858 works
- 2Université Félix Houphouët-Boigny2.9% top 10% · 1.9k works
- 3Université Pelefero Gon Coulibaly2.5% top 10% · 424 works
- 4Institut National Polytechnique Félix Houphouët-Boigny3.4% top 10% · 310 works
- 5Ministère de l'Agriculture9.5% top 10% · 173 works
- 6Université Jean Lorougnon Guédé1.3% top 10% · 569 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.
Benin
- 1 Edmond Totin #71,254 worldwide 9k citations · 80 works
- 2 Alcade C. Segnon #93,510 worldwide 2.5k citations · 75 works
- 3 Luc Djogbénou #264,772 worldwide 4.4k citations · 165 works
- 4 Sylvanus Mensah #465,633 worldwide 2.4k citations · 88 works
- 5 Corine Houéhanou #474,294 worldwide 3.9k citations · 125 works
Côte d'Ivoire
- 1 Irie Casimir Zo‐Bi #92,500 worldwide 4.1k citations · 70 works
- 2 John C. Anyanwu #136,045 worldwide 3.6k citations · 64 works
- 3 Kazuki Saito #156,363 worldwide 7.7k citations · 253 works
- 4 Anny Estelle N’Guessan #165,662 worldwide 1.4k citations · 35 works
- 5 Jean T. Coulibaly #342,887 worldwide 4.1k citations · 179 works