A scientist’s position in the ranking is determined by their D-index (Discipline H-index), which is a specialized metric that considers only the publications and citation counts pertinent to the particular discipline under evaluation. This ensures that the ranking accurately reflects research impact within the field of Economics and Finance, rather than generalized academic influence.
Scope of Research and Selection Criteria
In developing the ranking, a total of 279,971 scientist profiles spanning all scientific disciplines were analyzed from a diverse set of bibliometric data sources. Of these, specifically 2,000 scientists from the Economics and Finance disciplines were carefully examined for inclusion in this ranking.
To qualify, a researcher was required to have a minimum D-index of 30 within the target discipline, alongside a predominance of their tier publications focused explicitly on Economics and Finance. Beyond bibliometric performance, notable awards and achievements in the field were also factored into the selection process to capture elements of scholarly recognition that extend beyond citations.
The D-index threshold for identifying top researchers is dynamically set in increments of 10 based on the estimated population of scholars in each discipline. This methodology ensures that the ranking includes approximately the top 1% of leading experts within the field. Additionally, a proximity criterion is imposed where the difference between a scientist’s general H-index and their D-index remains within 30%, ensuring alignment between specialized and overall research impact.
Verification Procedures and Methodological Transparency
Recognizing the inherent limitations of raw bibliometric data as an absolute measure of scholarly output, the Research.com team implemented rigorous manual verification protocols. Each scientist profile was meticulously cross-checked against publications listed in a broad array of trusted sources to validate authenticity and accuracy.
While the number of papers published in prestigious journals and conference proceedings does not directly influence a researcher’s ranking position, it is regarded as an important secondary indicator of scientific contribution within the specific discipline.
The ranking positions are ultimately established based on the D-index derived from data aggregated from OpenAlex and CrossRef, two of the most prominent and extensively used bibliometric databases available to the global research community.
For a detailed exposition of the methodologies applied, readers are encouraged to visit our methodology page.
Research.com’s Mission Behind the Ranking
Research.com is committed to fostering visibility and understanding within the global scientific community by identifying and showcasing leading experts across diverse areas of study. Our mission is to inspire researchers, organizations, and policymakers worldwide to critically examine research trajectories and to facilitate a transparent means through which the entire scientific ecosystem can recognize and connect with top scholars in specific fields, regions, or research institutions.
This ranking serves as a testament to the meticulous and thoughtful efforts invested in representing the highest caliber of scholarship in Economics and Finance in Thailand, ultimately supporting informed decision-making and collaboration across academia and beyond.
