Data Sources and Metrics
The 5th edition of the Research.com Best Economics and Finance Scientists in Belgium Ranking is founded upon a comprehensive collection of bibliometric data derived primarily from OpenAlex and CrossRef, complemented by multiple other reputable data sources. These sources provide extensive metadata on publications, citations, authorship, and affiliations, enabling robust analysis of research performance within the field. The bibliometric data used to calculate the citation-based metrics that underpin this ranking were collected on January 12, 2026.
Central to the ranking’s methodology is the use of the D-index (Discipline H-index), a refined indicator that captures a researcher’s impact by including only those papers and citation metrics relevant to the examined discipline—in this case, Economics and Finance. This approach ensures that the ranking reflects scholarly influence specific to the discipline rather than a general measure of productivity across multiple fields.
Scope of Research and Qualification Criteria
This ranking examines a total of 279,971 scientist profiles identified through an extensive aggregation of bibliometric data spanning all academic disciplines. Within this broad dataset, 47 scientists specializing specifically in Economics and Finance were analyzed in detail.
Scientists must meet specific criteria to qualify for inclusion in the ranking. Firstly, a researcher’s D-index must be at least 30, ensuring a threshold of academic impact within the discipline. Additionally, a majority of the researcher’s tier publications—those rated most highly by citation and peer recognition metrics—must fall within Economics and Finance. Furthermore, evidence of awards and distinguished achievements in the discipline was considered as an additional validating factor.
The D-index threshold used to identify top researchers is dynamically calibrated based on the estimated total number of scholars in each discipline, increasing in increments of 10 as appropriate. This adaptive threshold guarantees that the top 1% of leading scholars in each field are systematically incorporated. Another quality control measure ensures that the proximity between a scientist’s general H-index and their discipline-specific D-index does not exceed 30%, reinforcing the alignment of the researcher’s broader output with their disciplinary expertise.
Verification and Validation Procedures
The Research.com team recognizes that raw bibliometric data, while vital, can never be treated as an absolute metric for evaluating the research output and influence of individual scholars. To uphold high standards of accuracy and credibility, all scientist profiles included in the ranking underwent rigorous manual verification. This process involved cross-referencing author records and publication lists against a wide array of trustworthy academic databases and publication outlets.
Although the quantity of papers published in leading journals and conference proceedings is not a direct factor influencing the position of a researcher in the ranking, it serves as an important secondary signal of scholarly contribution within the discipline.
Overall, the ranking position is established exclusively through each researcher’s D-index, derived from the most prominent and well-regarded bibliometric sources—OpenAlex and CrossRef—ensuring the ranking’s methodology adheres to the highest available standards in academic research evaluation. We encourage readers to consult our methodology page for a detailed account of the techniques and principles employed in the ranking’s construction.
Research.com’s Mission and Vision
At Research.com, our mission is to motivate researchers, academic institutions, companies, and policymakers worldwide to examine trends and directions among leading experts in various scientific domains. By providing a transparent, methodologically sound way of identifying top researchers—whether by discipline, country, or research institution—we aim to foster a broader understanding within the global scientific community of who is driving innovation and knowledge in specific areas of study.
This ranking represents a significant effort to highlight excellence and promote informed decision-making across academia, research management, and science policy. The meticulous and careful work invested in creating this resource seeks to build trust, credibility, and value for all stakeholders dedicated to advancing research worldwide.