The bibliometric data used to derive the citation metrics were collected on January 12, 2026. A key element determining a scientist’s position in the ranking is the researcher’s D-index (Discipline H-index), which specifically measures scholarly impact within the examined discipline. This index considers only those publications and citations relevant to the field of Economics and Finance, thereby providing an accurate reflection of expertise and influence in this domain.
Scope of Research and Eligibility Criteria
The ranking is derived from an extensive pool of 279,971 scientist profiles identified across a broad range of bibliometric sources and disciplines. Within this dataset, 1,000 scientists specializing in Economics and Finance were specifically examined. To qualify for inclusion in the ranking, a researcher must have a D-index of at least 30, with the majority of tier publications concentrated in Economics and Finance.
Scientist awards and recognitions in the field further contribute to the evaluation process, reinforcing the ranking’s emphasis on excellence in Economics and Finance research. The D-index threshold is dynamically set in increments of 10 relative to the total estimated number of active scholars in each discipline. This approach ensures that the top 1% of leading experts are consistently incorporated into the list. Additionally, to maintain disciplinary focus and profile accuracy, there is a set proximity of 30% or less between a scientist’s general H-index and their D-index.
Verification and Quality Assurance
Recognizing that raw bibliometric data alone cannot comprehensively evaluate scholarly contributions, the Research.com team implements rigorous verification practices. Every scientist profile included in the ranking is manually vetted and cross-referenced against publications recorded in a wide range of trustworthy, authoritative sources. This ensures the integrity and precision of the data presented.
While the number of papers published in prominent journals and conference proceedings does not directly affect the ranking position, it remains a valuable secondary indicator of a researcher's impact within their field. The primary ranking metric—the D-index—is computed based on data sourced from OpenAlex and CrossRef, reflecting an accurate and discipline-specific measure of scholarly influence.
For detailed information on the complete methodology involved in constructing this ranking, readers are encouraged to visit our methodology page.
Research.com’s Mission and Vision
Research.com is dedicated to motivating researchers, companies, and policymakers worldwide to explore and understand the trajectories of leading experts. Our mission is to provide the global scientific community with transparent, data-driven insights into who the foremost authorities are within specific disciplines, countries, and institutions.
Through this ranking, we aim to foster greater recognition, collaboration, and informed decision-making by highlighting the achievements of distinguished researchers in Economics and Finance in the Philippines. The meticulous and thoughtful curation behind this list underscores our commitment to advancing scholarship and supporting the global research ecosystem.
