The citation-based metrics that underpin the ranking were meticulously compiled on January 12, 2026, capturing the most current and relevant data for the evaluation of scholarly impact. A scientist’s position within this ranking is determined by their D-index (Discipline H-index), a refined metric that exclusively accounts for papers and citation counts specific to the examined discipline of Economics and Finance. This targeted approach provides a precise reflection of each researcher’s influence within their distinct field.
Scope of Research and Eligibility Criteria
In developing this ranking, a total of 279,971 scientist profiles were analyzed across all disciplines derived from diverse bibliometric data sources. Specifically for Economics and Finance, 1,000 scientists were examined in detail to identify those meeting the rigorous inclusion standards.
To qualify for the ranking, a scientist must have a D-index of at least 30, with the majority of their tiered publications concentrated within Economics and Finance. Further consideration was given to the individual’s awards and recognized achievements in this field, reinforcing the quality and relevance of their research contributions.
The threshold for the D-index is dynamically adjusted based on the estimated total number of scholars in each discipline, set in increments of 10, while ensuring inclusion of the top 1% of leading researchers. Additionally, a proximity criterion is applied whereby the difference between a scientist's overall H-index and their D-index must not exceed 30%, guaranteeing the discipline-specific impact closely aligns with their general scientific influence.
Verification and Evaluation Process
The team behind the Research.com ranking acknowledges that raw bibliometric data should never be used as a sole or absolute measure for evaluating scholarly output. To ensure accuracy and fairness, all scientist profiles underwent manual verification and were cross-referenced against publications from a wide spectrum of trustworthy sources.
Although not directly influencing a researcher’s position in the ranking, the quantity of papers published in prominent journals and conference proceedings serves as a valuable secondary indicator of a scientist’s contribution to their specific research domain.
Ultimately, the ranking position is anchored on each researcher’s D-index, calculated using data rigorously gathered from OpenAlex and CrossRef. We invite readers to explore the full methodological details on our methodology page.
Research.com’s Mission and Vision
At Research.com, our mission is to inspire researchers, institutions, companies, and policymakers worldwide to better understand where leading experts are directing their efforts. This ranking is designed to provide the scientific community with clear insight into who the foremost specialists are in specific disciplines, regions, and institutions.
By highlighting these top scholars in Economics and Finance in Egypt, we aim to foster collaboration, support informed decision-making, and promote excellence in research globally. The depth and meticulousness of our ranking process reflect our commitment to empowering the academic ecosystem with trustworthy and actionable knowledge.
