Bibliometric data for devising citation-based metrics were collected on January 12, 2026. The core metric used in the ranking is the D-index (Discipline H-index), which evaluates a researcher’s impact solely within the examined discipline of Economics and Finance. This focus ensures that the ranking accurately reflects domain-specific research performance rather than general scholarly impact.
Scope of Research and Ranking Criteria
The ranking process began with an examination of 279,971 scientist profiles drawn from diverse bibliometric sources encompassing all academic disciplines. Within this extensive dataset, 18 researchers specializing specifically in Economics and Finance were identified for detailed analysis.
To qualify for inclusion in the ranking, a scientist’s D-index had to meet a minimum threshold of 30. Additionally, the majority of their tier publications were required to be within the field of Economics and Finance. Recognition of their awards and achievements specific to this discipline also factored into consideration.
The threshold for the D-index is dynamically set in increments of 10 depending on the estimated total number of scholars in each discipline, ensuring inclusion of the top 1% of leading experts. Furthermore, candidates considered have a proximity measure where the difference between their general H-index and discipline-specific D-index is 30% or less, maintaining a strong correlation between their overall and specialized research impact.
Verification and Reliability Assurance
Recognizing that raw bibliometric data alone cannot comprehensively evaluate scholarly output, the ranking incorporates a rigorous manual verification process. Scientist profiles were cross-correlated against publications from a broad array of trustworthy academic sources to validate accuracy and attribution.
While the number of publications in prestigious journals and conference proceedings does not directly influence ranking position, it remains an important secondary signal of a researcher’s contribution and stature within the Economics and Finance community.
The final ranking positions are determined based on the D-index derived from information gathered primarily via OpenAlex and CrossRef—two of the most prominent and trusted bibliometric databases available to the academic community worldwide. For a detailed explanation of the methodology employed, readers are encouraged to visit our methodology page.
Research.com’s Mission and Vision
Research.com’s overarching mission in creating this ranking is to inspire and empower researchers, institutions, companies, and policymakers globally to identify and follow the trajectories of leading experts. Providing transparent, data-driven insights enables the scientific community to recognize top contributors across specialized fields, countries, and research organizations.
By meticulously curating and verifying these rankings, Research.com aims to foster a culture of excellence, collaboration, and informed decision-making within the international research ecosystem.
