Data Sources and Citation Metrics
The 5th edition of the Research.com Best Economics and Finance Scientists in Cameroon Ranking is grounded on comprehensive bibliometric data primarily sourced from OpenAlex and CrossRef, complemented by multiple other reputable data providers. The citation-based metrics used to construct the ranking were collected on January 12, 2026, ensuring the most up-to-date and robust dataset for analysis. Each scientist's position within the ranking is determined by their Discipline H-index (D-index), a refined bibliometric indicator that exclusively incorporates publications and citation metrics pertinent to the examined discipline of Economics and Finance, thereby providing a focused measure of research impact within the specific field.
Scope of Research and Qualification Criteria
For this edition, an extensive review was conducted across 279,971 scientist profiles aggregated from diverse bibliometric sources spanning all academic disciplines. Within this comprehensive collection, 1,215 scientists specialized in Economics and Finance were identified and evaluated. To qualify for inclusion in the ranking, a scientist’s D-index had to meet or exceed a threshold of 30, with the majority of their tier publications demonstrably situated within Economics and Finance. Additionally, noteworthy awards and achievements within the discipline were incorporated as qualitative factors to supplement the bibliometric data.
The D-index threshold is dynamically calibrated in increments of 10 relative to the total number of scholars estimated per discipline, ensuring that the ranking captures the top 1% of leading researchers. Furthermore, it is required that the discrepancy between a scientist’s general H-index and their D-index remains within 30% or less, ensuring alignment and disciplinary relevance of their research impact.
Verification and Validation Practices
Recognizing the inherent limitations of raw bibliometric data as absolute evaluative tools, the team behind this ranking conducted a rigorous manual verification process. All scientist profiles were systematically cross-correlated against publications indexed in a wide spectrum of trustworthy academic journals, conference proceedings, and other credible sources to confirm accuracy and authenticity. Although the volume of publications in prominent venues does not directly influence a researcher’s rank, it provides an important secondary signal of their research contributions within Economics and Finance.
The primary ranking metric, the D-index, is computed using verified data gathered exclusively from OpenAlex and CrossRef, the leading and most widely recognized bibliometric databases accessible to the global research community. This methodological approach contributes to the reliability and credibility of the ranking. For detailed information on the comprehensive methodology employed, readers are encouraged to visit our methodology page.
Research.com’s Mission and Vision
At Research.com, our mission is to inspire researchers, academic institutions, companies, and policymakers worldwide to closely monitor the trajectories of leading experts across disciplines. We strive to provide a transparent and accessible pathway for the entire scientific community to identify and connect with top researchers in specific fields, countries, or institutions. Through this ranking, we aim to foster an environment where knowledge sharing and academic excellence are recognized and promoted, ultimately advancing scientific progress on a global scale.
