A scientist's position in the ranking is determined by their D-index (Discipline H-index). This metric isolates a researcher’s output and citation impact strictly within the discipline under review—in this case, Economics and Finance—thereby accurately capturing their influence and prominence in the specific field rather than their overall career footprint.
Scope of Research and Qualification Criteria
For the construction of the ranking, an initial pool of 279,971 scientist profiles was examined across all disciplines using data sourced from a wide range of bibliometric repositories. Specifically, 3 scientists actively working within the discipline of Economics and Finance in Luxembourg were rigorously analyzed.
To qualify for inclusion in the ranking, a scientist’s D-index had to meet a minimum threshold of 30. Moreover, the majority of a qualifying researcher’s tier publications had to be categorized under Economics and Finance, reflecting a clear disciplinary focus. Awards and other notable achievements within the field also formed part of the evaluative criteria, complementing bibliometric indicators.
The threshold of the D-index required for top researcher consideration is dynamically calibrated, increasing in increments of 10 commensurate with the estimated total number of scholars in each discipline, thereby guaranteeing that the most impactful top 1% of leading experts are inclusively represented. Additionally, acceptable candidates were required to exhibit a proximity of no more than 30% between their general H-index and their discipline-specific D-index, underscoring disciplinary specialization in their research output.
Verification and Validation Practices
The Research.com team recognizes that raw bibliometric data, while foundational, is not an absolute or standalone measure of scholarly quality or impact. Consequently, all scientist profiles incorporated into the ranking underwent meticulous manual verification. This process included cross-referencing publication records across multiple trustworthy scholarly sources to ensure authenticity, completeness, and relevance of the data.
While the number of papers published in prominent journals and presented at reputable conference proceedings is not a direct factor influencing the scientist’s rank, it serves as a valuable secondary signal of research contribution and recognition within the field.
The final ranking positions were established based on the rigorously vetted D-index values, utilizing data primarily from OpenAlex and CrossRef—acknowledged as leading, comprehensive, and accessible bibliometric platforms within the research community.
For detailed information about the methodology and criteria employed in this ranking, please visit our methodology page.
Research.com’s Mission and Vision
The creation of the Research.com Best Economics and Finance Scientists in Luxembourg Ranking aligns with our broader mission to inspire researchers, industry leaders, and policymakers worldwide to gain deeper insights into the trajectories of leading experts. By providing a transparent and data-driven overview of who the foremost specialists are in specific fields, across geographic borders, and within research institutions, we aim to foster greater collaboration, informed decision-making, and strategic investment in scientific innovation.
Through careful, evidence-based analysis and exhaustive validation, this ranking serves as a credible resource supporting the advancement and recognition of excellence in Economics and Finance research.
