A scientist's position in the ranking is determined by their D-index (Discipline H-index), a refined metric that evaluates scholarly impact specifically within the examined discipline of Economics and Finance. Unlike a general H-index, the D-index considers only publications and citations relevant to the respective field, thereby providing a more accurate reflection of a researcher’s specialized influence.
Scope of Research and Inclusion Criteria
The ranking considered 279,971 scientist profiles extracted from a variety of bibliometric data sources spanning all academic disciplines. Among these, 1,000 scientists specializing in Economics and Finance were specifically identified and assessed. To qualify for inclusion within the ranking, candidates were required to meet a minimum D-index threshold of 30, ensuring that only highly impactful researchers were considered. Additionally, a majority of their tier publications needed to be concentrated in Economics and Finance to confirm disciplinary relevance. Awards and notable achievements within the field of Economics and Finance were factored qualitatively to complement the bibliometric measures.
The selection threshold for top researchers is dynamically adjusted in increments of 10 based on the estimated total number of scholars within each discipline. This approach guarantees that the top 1% of leading experts in Economics and Finance are incorporated into the list while maintaining consistency across fields. Furthermore, inclusion required that the proximity between a scientist’s overall H-index and their D-index did not exceed 30%, ensuring their scholarly impact is closely aligned with the discipline in question.
Additional Verification Practices
Recognizing the limitations of raw bibliometric data as an exclusive evaluation tool, the research team implemented rigorous manual verification processes. Each scientist profile underwent detailed cross-correlation against publication records from a broad array of trustworthy academic and professional sources to ensure accuracy and authenticity.
While the number of publications in prominent journals and conference proceedings is not directly factored into the calculation of a researcher’s position in the ranking, it remains a valuable secondary indicator of academic contribution within the field. Positioning in the ranking is ultimately established by the D-index derived from data gathered mainly through OpenAlex and CrossRef, the most authoritative and widely used bibliometric platforms available to the research community.
For a comprehensive understanding of the methodology underpinning this ranking, readers are encouraged to visit our methodology page.
Research.com’s Mission and Vision
The creation of this ranking is driven by Research.com’s mission to inspire researchers, industry leaders, and policymakers worldwide to monitor the trajectories of leading experts. By providing a transparent and methodically sound way to identify preeminent scholars in specific areas of study across countries and institutions, we aim to foster greater connectivity and recognition within the global scientific community.
Through meticulous data collection, robust verification protocols, and a commitment to academic excellence, Research.com is dedicated to supporting informed decision-making and promoting the visibility of outstanding research contributions worldwide.
