Data Sources and Methodology of the 3rd Edition of the Research.com Best Universities in Benin Ranking
The 3rd edition of the Research.com Best Universities in Benin Ranking is underpinned by a rigorous methodology that utilizes bibliometric data derived primarily from OpenAlex and CrossRef, alongside multiple other reputable data sources. The bibliometric data used for establishing the citation-based metrics underpinning the ranking were comprehensively collected on 2024-11-27. Each institution’s position in the ranking is determined by a sum of D-indexes (Discipline H-index) of all ranking scholars affiliated with that university. The D-index quantifies scholarly output and impact exclusively within a specific discipline, yet scientists from all major research areas were included to ensure a comprehensive and equitable assessment across the research landscape.
Scope of Research Evaluation
The ranking’s scope is extensive, encompassing 279,971 scientist profiles that were identified from a wide array of bibliometric data sources. This in-depth evaluation spans all major scientific disciplines, offering both breadth and depth of coverage. To qualify for inclusion, each scientist needed to have a D-index of at least 20. While the D-index formed the primary quantitative threshold, consideration was also given to each scientist’s awards and achievements within their field of study, reinforcing the qualitative dimension of the selection criteria.
Verification and Validation Practices
At Research.com, we recognize that raw bibliometric data should not be viewed as an absolute instrument for evaluating scholarly contributions. To uphold the integrity and reliability of the ranking, every scientist profile included in the study was manually verified and meticulously cross-checked against publications listed in a diverse range of trustworthy sources. Although the total number of papers published in highly regarded journals and conference proceedings was not factored into the ranking’s methodology, we acknowledge that these figures provide important supplementary insights into a researcher’s impact within their discipline.
The key determinant for each researcher’s ranking position remains their H-index, computed using data from OpenAlex and CrossRef. These databases represent the leading bibliometric resources available to the global research community, ensuring a transparent and reproducible evaluation process. For a detailed discussion of the procedures and criteria applied, we encourage readers to consult our methodology page.
Research.com Mission and Rationale
The creation of the Research.com Best Universities in Benin Ranking is motivated by our commitment to empowering scientists, business leaders, and policymakers worldwide. Our mission is to provide actionable insights into the trajectories of leading experts and to facilitate the discovery of top scholars and institutions by the global research community. By highlighting excellence and fostering transparency, Research.com aims to support informed decision-making, stimulate healthy competition, and encourage ongoing developments in science and higher education.
