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Eswatini vs Gabon

On research quality in 2022-now, Gabon ranks #155 in the world and Eswatini #158, of 189 countries. Eswatini stands higher in 0 of the 1 fields both publish in, Gabon in 1.

Research profiles alike: 0.58similar shapes of research, whatever their size. How it is measured

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Eswatini

World rank, 2022-now
#158
#149 all time
Works, 2022-now
489
fractional
Top-10% rate
6.5%
share of its work among the world's most cited
Open access
59%
of its works free to read

Strongest relative focus: Library and Information Sciences, Linguistics and Language, Virology.

Gabon

World rank, 2022-now
#155
#146 all time
Works, 2022-now
782
fractional
Top-10% rate
5.4%
share of its work among the world's most cited
Open access
60%
of its works free to read

Strongest relative focus: Parasitology, Forestry, Virology.

Who leads, measure by measure?

Gabon leads on 5 of 9 measures: research quality, output, citations per work, international co-authorship and growth. Eswatini leads on 2 of 9 measures: excellence for its fields and top-10% rate. The two are level on institutions in the world top 100 and open access.

Eswatini 22 level5 Gabon
  1. #158Research qualityworld rank of 189 countries, 2022-now#155
  2. 0.93×Excellence for its fieldsits top-10% rate against what its topics predict; 1.00× is as expected0.74×
  3. 489Outputfractional works, 2022-now782
  4. 6.5%Top-10% rateshare of its works among the world's most cited5.4%
  5. 9.0Citations per workall time, per fractional work13.9
  6. 0World top 100institutions it holds among the world's best 1000
  7. 59%Open accessof its works free to read, all time60%
  8. 36%Internationalof its works written with co-authors abroad, all time47%
  9. -3%Growthworks in 2022-25 against 2018-21; half a bar is no change+38%

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?

Eswatini stands higher in 0 of 1 fields, Gabon in 1. Each bar is that side's standing among all countries ranked in the field: the full bar is first place.

Eswatini 01 Gabon
  1. -Medicine#110

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 Eswatini rankGabon rank Eswatini top 10%Gabon top 10% Eswatini worksGabon works
Medicine - #110 - 3.9% - 329

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.

Eswatini

▲ more of its work than of the world's◆ about the world's share▼ less than the world's
All 40 words, with their numbers
  1. Colonialism27▲ 10×10 topics
  2. Globalization23▲ 2.1×40 topics
  3. Nationalism21▲ 8.5×9 topics
  4. Education18▲ 1.93×24 topics
  5. Online Learning17▲ 3.7×11 topics
  6. E-Learning16▲ 3.0×9 topics
  7. Higher Education16▲ 5.3×13 topics
  8. Sustainable Agriculture15▲ 9.0×10 topics
  9. Human Rights14▲ 2.5×15 topics
  10. Social Justice14▲ 4.1×13 topics
  11. Development13▲ 6.7×8 topics
  12. Technology Integration13▲ 7.5×8 topics
  13. History12▲ 3.2×8 topics
  14. Rural Development12▲ 6.4×9 topics
  15. Land Reform11▲ 43×2 topics
  16. Smallholder Farmers11▲ 9.5×5 topics
  17. Antiretroviral Therapy11▲ 12×6 topics
  18. Postcolonialism11▲ 14×6 topics
  19. Student Satisfaction11▲ 11×2 topics
  20. Social Networks11▲ 7.1×5 topics
  21. Social Impact11▲ 4.9×8 topics
  22. Gender Equality10▲ 6.6×8 topics
  23. Blended Learning10▲ 13×4 topics
  24. Political Economy10▲ 7.0×5 topics
  25. Mortality Rates10▲ 18×2 topics
  26. Poverty Reduction10▲ 14×5 topics
  27. Reflective Practice10▲ 9.3×6 topics
  28. Gender Inequality10▲ 13×6 topics
  29. Distance Education9▲ 8.7×3 topics
  30. Technology Adoption9▲ 8.7×3 topics
  31. Community Health Workers9▲ 18×2 topics
  32. Agrarian Relations8▲ 165×1 topic
  33. Instructional Design8▲ 20×2 topics
  34. Zimbabwe8▲ 165×1 topic
  35. Community of Inquiry8▲ 27×1 topic
  36. Maternal Mortality8▲ 6.6×5 topics
  37. Social Presence8▲ 27×1 topic
  38. Multilingualism8▲ 8.8×5 topics
  39. Gender Dynamics8▲ 13×2 topics
  40. Imperialism8▲ 17×2 topics

Gabon

▲ more of its work than of the world's◆ about the world's share▼ less than the world's
All 40 words, with their numbers
  1. Epidemiology180▲ 4.5×116 topics
  2. Vaccine Development53▲ 21×11 topics
  3. Public Health51▲ 3.5×36 topics
  4. Global Burden47▲ 8.7×12 topics
  5. Immune Response41▲ 7.3×19 topics
  6. Climate Change39▲ 1.44×56 topics
  7. Diagnosis34▲ 3.7×37 topics
  8. Vaccine32▲ 8.1×11 topics
  9. Treatment32▲ 2.6×35 topics
  10. Insecticide Resistance31▲ 39×4 topics
  11. Helminth Infections29▲ 70×2 topics
  12. Genome Sequence28▲ 34×2 topics
  13. Artemisinin Resistance26▲ 79×1 topic
  14. Plasmodium falciparum26▲ 79×1 topic
  15. Smallholder Farmers26▲ 12×5 topics
  16. Pathogenesis25▲ 4.9×20 topics
  17. Risk Factors24▲ 2.2×25 topics
  18. Vector Control23▲ 20×4 topics
  19. Drug Resistance20▲ 7.0×9 topics
  20. Biodiversity Conservation18▲ 5.0×9 topics
  21. SARS-CoV-218▲ 6.0×5 topics
  22. Global Epidemiology17▲ 39×2 topics
  23. Arboviral Diseases17▲ 27×1 topic
  24. Zika Virus17▲ 27×1 topic
  25. Disease Burden17▲ 23×2 topics
  26. Zoonotic Infections17▲ 31×2 topics
  27. Adaptation17▲ 5.6×9 topics
  28. Immune Regulation16▲ 14×4 topics
  29. Antiretroviral Therapy16▲ 9.5×6 topics
  30. Immunomodulation16▲ 12×2 topics
  31. Schistosomiasis15▲ 55×1 topic
  32. Soil-Transmitted Helminths15▲ 55×1 topic
  33. Ivermectin15▲ 54×2 topics
  34. ACE2 Receptor14▲ 6.3×3 topics
  35. Agroforestry14▲ 20×3 topics
  36. Diversity14▲ 7.8×2 topics
  37. Lymphatic Filariasis14▲ 104×1 topic
  38. Onchocerciasis14▲ 104×1 topic
  39. Nutritional Value13▲ 12×3 topics
  40. Agroecology12▲ 8.8×2 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?

Gabon has out-published Eswatini every year since 2021, when it overtook it.

still counting100200300Gabon193 in 2025Eswatini122 in 20251990200020102020

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.

still counting0.0020%0.0040%0.0060%Gabon0.0033% in 2025Eswatini0.0021% in 202519801990200020102020

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%).

still counting10%20%Eswatini7.0% in 2025Gabon6.0% in 2025200020102020

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.

Eswatini 05 level0 Gabon
  1. 0In the world top 500
  2. 0In the top 1000
  3. 0In the top 5000
  4. 0In the top 1,0000
  5. #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, Eswatini or Gabon?

Gabon publishes 1.6× as much research as Eswatini in 2022-now (782 against 489 fractional works).

Whose research has more impact, Eswatini or Gabon?

6.5% of Eswatini's research reaches the world's top 10% most cited, against 5.4% for Gabon.

Is Eswatini or Gabon growing faster?

Output in 2022-25 was +38% against 2018-21 for Gabon, and -3% for Eswatini.

Which has more open access research, Eswatini or Gabon?

60% of Gabon's research is free to read, against 59% of Eswatini's.

Which has more world-class institutions, Eswatini or Gabon?

Eswatini holds 0 of the world's top 100 research institutions and Gabon 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%.

Eswatini

  1. 1University of Eswatini6.6% top 10% · 404 works

Gabon

  1. 1Omar Bongo University5.6% top 10% · 170 works
  2. 2Université des Sciences et Techniques de Masuku2.4% top 10% · 139 works
  3. 3Université des Sciences de la Santé4.0% top 10% · 135 works
  4. 4Libreville Hospital4.3% top 10% · 126 works
  5. 5Centre International de Recherches Médicales de Franceville5.9% top 10% · 62 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.

Eswatini

  1. 1 Elliot Mbunge #521,149 worldwide 3k citations · 117 works
  2. 2 Gugu P. Maphalala #624,085 worldwide 2.2k citations · 74 works
  3. 3 Priscilla S. Dlamini #986,631 worldwide 2.1k citations · 38 works
  4. 4 Benhildah Muchemwa #997,821 worldwide 944 citations · 19 works
  5. 5 Welile Sikhondze #1,158,740 worldwide 818 citations · 34 works

Gabon

  1. 1 Sélidji Todagbé Agnandji #147,661 worldwide 6.8k citations · 179 works
  2. 2 Eric Maurice Leroy #219,537 worldwide 24k citations · 321 works
  3. 3 Vincent P. Medjibe #255,842 worldwide 3.1k citations · 43 works
  4. 4 Dieudonné Nkoghe #290,691 worldwide 3.9k citations · 46 works
  5. 5 Pulchérie Bissiengou #307,381 worldwide 994 citations · 63 works