Data Sources and Citation Metrics
The 5th edition of the Research.com Best Economics and Finance Scientists in Ireland Ranking is primarily based on bibliometric data sourced from OpenAlex and CrossRef, complemented by multiple other reputable data repositories. The citation-based metrics underlying this ranking were collected systematically on January 12, 2026. Each scientist's position in the ranking is determined by the D-index (Discipline H-index), a refined metric that considers only the papers and citations relevant to the examined discipline of Economics and Finance, thereby ensuring discipline-specific accuracy and relevance.
Scope of Research and Qualification Criteria
This ranking draws from a broad examination of 279,971 scientist profiles identified across various bibliometric data sources covering all academic disciplines. Within the scope of Economics and Finance, the selection focused on 7 scientists who met rigorous criteria. To qualify, a scientist’s D-index needed to be at least 30, and the majority of their tier publications had to be concentrated in the Economics and Finance domain. Additionally, a scientist’s awards and notable achievements in the field played a significant role in the evaluation process.
The D-index thresholds are calibrated as increments of 10 relative to the estimated total number of scholars in each discipline, ensuring that the ranking comprehensively includes the top 1% of leading experts. Furthermore, a proximity criterion is applied whereby the difference between a scientist's general H-index and their D-index does not exceed 30%, maintaining consistent alignment between overall and discipline-specific research impact.
Verification Practices and Methodological Rigor
Recognizing that raw bibliometric data cannot serve as an absolute measure of scholarly contribution, the Research.com team implemented extensive manual verification processes. All scientist profiles were cross-correlated against publications from a wide array of credible and trustworthy sources to confirm accuracy. While the number of papers published in prominent journals and conference proceedings does not directly influence the ranking position, it remains an invaluable secondary signal highlighting a scientist’s substantive research contributions in Economics and Finance.
The final ranking positions are strictly established using each researcher’s D-index, as derived from data collected from OpenAlex and CrossRef—two of the most prominent and widely respected bibliometric databases accessible to the research community. For a detailed overview of the methodology and verification protocols, readers are encouraged to visit our methodology page.
Research.com’s Mission and Vision
At Research.com, our mission is to inspire researchers, industry leaders, and policymakers worldwide to engage with and understand the trajectories of leading experts in their respective fields. We aim to provide a transparent and authoritative platform that identifies top researchers in specific disciplines, across various countries, and within academic institutions. By doing so, we foster greater collaboration, informed decision-making, and recognition within the global scientific community.
The meticulous and thoughtful work invested in the creation of this ranking reflects our commitment to supporting science and scholarship with reliable, high-quality data and insights.
