A researcher's position within this ranking is determined by their D-index (Discipline H-index), a specialized metric that focuses exclusively on papers and citation metrics within the examined discipline—in this case, Economics and Finance. This discipline-specific approach allows for a more nuanced and accurate evaluation of a scholar’s impact compared to general citation metrics.
Scope of Research and Qualification Criteria
The ranking comprehensively examined 279,971 scientist profiles identified from an array of bibliometric data sources across all disciplines, with a specific focus on those in Economics and Finance. From these, two scientists in Economics and Finance were identified and analyzed in detail.
To qualify for inclusion in this ranking, a scientist’s D-index was required to be at least 30, ensuring that only researchers with significant disciplinary impact are considered. Additionally, a majority of tier publications must be within the specific field of Economics and Finance, confirming the relevance of their contributions. Awards and notable achievements in this area were also factored into the assessment process.
The D-index qualification threshold is dynamically set as increments of 10 according to the estimated total number of scholars in each discipline, balancing inclusivity with rigor. This methodology guarantees that the top 1% of leading experts in the field are incorporated into the list. Furthermore, there must be a proximity of 30% or less between a scientist’s general H-index and their D-index, supporting the alignment of overall and discipline-specific scholarly influence.
Verification and Validation Practices
We recognize that raw bibliometric data alone cannot serve as an absolute measure of scholarly output and impact. Accordingly, all scientist profiles included in this ranking underwent careful manual verification. Profiles were cross-correlated against publications listed in a wide range of trusted and authoritative sources to ensure accuracy and reliability.
While not directly influencing the ranking position, the number of papers published in prestigious journals and conference proceedings is considered a valuable secondary indicator of a scientist’s contribution to research within their specific field. The final positions in the ranking are established predominantly using the D-index, sourced from OpenAlex and CrossRef.
We invite interested readers to explore further details about the methodology employed in crafting this ranking by visiting our methodology page.
Research.com’s Mission and Vision
Research.com’s mission in creating this ranking is to encourage researchers, academic institutions, companies, and policymakers worldwide to gain insights into emerging trends and leading experts in various fields. By offering transparent, data-driven evaluations, we aim to provide the scientific community and broader stakeholders with reliable information about who the foremost experts are in specific areas of study, within particular countries, or even at the level of research institutions.
Through meticulous and rigorous work, the ranking serves as a valuable resource for fostering collaboration, recognizing excellence, and advancing research globally.
