Submitted:
01 August 2025
Posted:
04 August 2025
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Abstract
Keywords:
1. Introduction
- − Quantify the total volume of scientific output generated by Central American countries.
- − Examine the historical evolution and longitudinal trends.
- − Identify the dominant thematic areas of research activity within the region.
- − Determine the most productive countries in terms of scientific output.
- − Assess the performance of leading universities, both in terms of publication volume and scholarly impact as measured by citation metrics.
- − Highlight the most prominent researchers in the region.
2. Materials and Methods
2.1. Data Source
2.2. Search Strategy
-
− In December 2024, the Scopus database was consulted using country affiliation as the initial search filter. The query was then refined by applying additional criteria: publication years (1996–2023), document type (article), and country/territory. As shown in Table 1, the search equation and the initial results are presented, allowing for the construction of a country ranking. Each country was assigned a score from 1 to 7, where 1 corresponds to the country with the highest number of published articles and 7 to the country with the lowest total output indexed in the database.The retrieval of articles was carried out, using as a strategy the following terms in Advanced search (“Country”: One individual country was included per search iteration): AFFILCOUNTRY (Country) AND PUBYEAR > 1995 AND PUBYEAR < 2024 AND (LIMIT-TO (AFFILCOUNTRY, “Country”)) AND (LIMIT-TO (DOCTYPE, “ar”)).
- − A total of 37,555 records were downloaded using the “Export” option available on the Scopus platform, selecting the CSV file format. All documents were extracted by country, applying the following filters: a) Citation information (Document title, Author(s), Year, Source title, and Citation count), and b) Bibliographic information (Affiliation, Language of the original document).
- − Once the database was downloaded, the records were alphabetically sorted by document title, and duplicate entries were identified and removed. A total of 2,409 duplicates were eliminated, resulting in a final dataset of 35,146 records. Table 2, presents the number of records removed for each country.
2.3. Data Processing and Cleaning
2.4. Bibliometric Indicators
- − Scientific production: Total number of documents published per country, year, institution, and author.
- − Collaboration: Frequency of national, regional, and international co-authorship.
- − Thematic focus: Classification by subject area based on Scopus categories.
- − Impact: Citation count per document as provided by Scopus.
2.5. Visualization Tools
3. Results and Discussion
3.1. Analysis of the Total Volume of Scientific Publications in Central America
3.1.1. Costa Rica
3.1.2. Panama
3.1.3. Guatemala
3.1.4. Honduras
3.1.5. Nicaragua
3.1.6. El Salvador
3.1.7. Belize
3.2. Integrated Analysis of the Central American Region
3.2.1. Standardized Scientific Output by Population and GDP
3.3. The Most Prominent Researchers in the Region of the Central American Region
3.4. The Dominant Thematic Areas of Research Activity Within the Region
3.5. Language and Scientific Visibility in Central America
4. Conclusions
- − Redesign national science and technology policies based on empirical data.
- − Prioritize strategic funding toward underrepresented thematic areas.
- − Incentivize scientific production in emerging institutions.
- − Strengthen regional networks and reduce reliance on unilateral collaborations.
- − Support training programs in scientific writing and academic English.
- − Development of a common Central American science policy framework that fosters integration, thematic diversification, and institutional strengthening.
- − Longitudinal studies on the most successful research careers and institutional trajectories in the region.
- − Qualitative assessment of researchers’ perceptions of structural and linguistic barriers.
- − Evaluation of the impact of international cooperation on local scientific capacity development.
- − Continued monitoring of bibliometric trends with updated datasets and comparative analyses across Latin American subregions.
Author Contributions
Conflicts of Interest
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| Ranking | Country | Data extraction | Article (No) | % |
|---|---|---|---|---|
| 1 | Costa Rica | AFFILCOUNTRY ( costa AND rica ) AND PUBYEAR > 1995 AND PUBYEAR < 2024 AND ( LIMIT-TO ( AFFILCOUNTRY , “Costa Rica” ) ) AND ( LIMIT-TO ( DOCTYPE , “ar” ) ) | 16694 | 44.5 |
| 2 | Panama | AFFILCOUNTRY ( panama ) AND PUBYEAR > 1995 AND PUBYEAR < 2024 AND ( LIMIT-TO ( AFFILCOUNTRY , “Panama” ) ) AND ( LIMIT-TO ( DOCTYPE , “ar” ) ) | 9438 | 25.1 |
| 3 | Guatemala | AFFILCOUNTRY ( guatemala ) AND PUBYEAR > 1995 AND PUBYEAR < 2024 AND ( LIMIT-TO ( AFFILCOUNTRY , “Guatemala” ) ) AND ( LIMIT-TO ( DOCTYPE , “ar” ) ) | 4327 | 11.5 |
| 4 | Honduras | AFFILCOUNTRY ( honduras ) AND PUBYEAR > 1995 AND PUBYEAR < 2024 AND ( LIMIT-TO ( AFFILCOUNTRY , “Honduras” ) ) AND ( LIMIT-TO ( DOCTYPE , “ar” ) ) | 2481 | 6.6 |
| 5 | Nicaragua | AFFILCOUNTRY ( nicaragua ) AND PUBYEAR > 1995 AND PUBYEAR < 2024 AND ( LIMIT-TO ( AFFILCOUNTRY , “Nicaragua” ) ) AND ( LIMIT-TO ( DOCTYPE , “ar” ) ) | 2141 | 5.7 |
| 6 | El Salvador | AFFILCOUNTRY ( el AND salvador ) AND PUBYEAR > 1995 AND PUBYEAR < 2024 AND ( LIMIT-TO ( AFFILCOUNTRY , “El Salvador” ) ) AND ( LIMIT-TO ( DOCTYPE , “ar” ) ) | 1837 | 4.9 |
| 7 | Belize | AFFILCOUNTRY ( belize ) AND PUBYEAR > 1995 AND PUBYEAR < 2024 AND ( LIMIT-TO ( AFFILCOUNTRY , “Belize” ) ) AND ( LIMIT-TO ( DOCTYPE , “ar” ) ) | 637 | 1.7 |
| Country | Duplicate Article | Article Number |
|---|---|---|
| Costa Rica | 695 | 15,999 |
| Panama | 878 | 8,560 |
| Guatemala | 235 | 4,092 |
| Honduras | 297 | 2,184 |
| Nicaragua | 280 | 1,861 |
| El Salvador | 21 | 1,816 |
| Belize | 3 | 634 |
| Country | Publications | Population (millions) | GDP (million USD) | Publications / 100K people | Publications / million USD GDP |
|---|---|---|---|---|---|
| Costa Rica | 15,999 | 5,129,910 | 95,374 | 311.88 | 0.17 |
| Panama | 8,560 | 4,515,577 | 86,260 | 189.57 | 0.10 |
| Guatemala | 4,092 | 18,406,359 | 113,216 | 22.23 | 0.04 |
| Honduras | 2,184 | 10,825,703 | 37,082 | 20.17 | 0.06 |
| Nicaragua | 1,861 | 6,916,140 | 19,694 | 26.91 | 0.09 |
| El Salvador | 1,816 | 6,338,193 | 35,365 | 28.65 | 0.05 |
| Belize | 634 | 417,072 | 3,370 | 152.01 | 0.19 |
| Country | Institutions |
|---|---|
| Brazil | University of São Paulo, Federal University of Rio de Janeiro |
| Canada | University of Ottawa |
| Colombia | National University of Colombia |
| France | Agricultural Research Centre for International Development (CIRAD), French National Centre for Scientific Research (CNRS) |
| Germany | Ulm University |
| Mexico | National Autonomous University of Mexico (UNAM) |
| Paraguay | National University of Asunción |
| Slovenia | University of Ljubljana, University of Maribor |
| Spain | Spanish National Research Council, University of Santiago de Compostela, University of Barcelona, University of Valencia |
| Sweden | Karolinska Institute |
| United States | Centers for Disease Control and Prevention (CDC), Emory University, University of North Carolina at Chapel Hill, The University of Texas at Austin, Uniformed Services University of the Health Sciences, University of California, Berkeley, University of Michigan (Ann Arbor), University of Colorado School of Medicine, University of Florida |
| United Kingdom | University of Oxford, University of Southampton |
| Country | Article Number |
|---|---|
| United States | 2,288 |
| Germany | 389 |
| United Kingdom | 256 |
| Switzerland | 256 |
| Korea | 254 |
| Brazil | 128 |
| Spain | 128 |
| France | 128 |
| Netherlands | 128 |
| Zambia | 83 |
| Country | Belize | Guatemala | El Salvador | Honduras | Nicaragua | Costa Rica | Panama |
|---|---|---|---|---|---|---|---|
| Belize | 0 | 35 | 20 | 27 | 23 | 43 | 33 |
| Guatemala | 35 | 0 | 307 | 223 | 148 | 307 | 219 |
| El Salvador | 20 | 307 | 0 | 168 | 152 | 194 | 163 |
| Honduras | 27 | 223 | 168 | 0 | 165 | 200 | 142 |
| Nicaragua | 23 | 148 | 152 | 165 | 0 | 263 | 133 |
| Costa Rica | 43 | 307 | 194 | 200 | 263 | 0 | 664 |
| Panama | 33 | 219 | 163 | 142 | 133 | 664 | 0 |
| Author Name | Country | Affiliated Institution | Number of Articles | h-index |
|---|---|---|---|---|
| Gutiérrez, José María | Costa Rica | University of Costa Rica | 285 | 86 |
| Herrero, Rolando | Costa Rican Institute for Research and Teaching in Nutrition and Health | 251 | 109 | |
| Lomonte, Bruno | University of Costa Rica | 233 | 69 | |
| Cortés, Jorge | University of Costa Rica | 168 | 37 | |
| Balmaseda, A. | Nicaragua | Ministry of Health, Managua, Nicaragua | 167 | 58 |
| Journals | Articles | Quartile | Country of Origin |
|---|---|---|---|
| Revista de Biologia Tropical | 1011 | Q2 | Costa Rica |
| PLOS ONE | 570 | Q1 | United States |
| Zootaxa | 244 | Q2 | New Zealand |
| Scientific Reports | 235 | Q1 | United Kingdom |
| American Journal of Tropical Medicine and Hygiene | 196 | Q2 | United States |
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