A scientist’s position in the ranking is determined by their D-index (Discipline H-index), a specialized variant of the traditional H-index that considers only the papers and citation metrics specifically within the examined discipline of Social Sciences and Humanities. This discipline-focused approach ensures that the ranking accurately reflects impact and influence within the relevant research area.
Scope and Qualification Criteria
The ranking draws upon an extensive pool of 279,971 scientist profiles identified across a broad range of bibliometric data sources representing all disciplines. From this dataset, 1,XXX scientists specializing in Social Sciences and Humanities were examined in detail. To qualify for inclusion in the ranking, a scientist’s D-index must be at least 30, ensuring a high threshold of scholarly influence. Additionally, a majority of each scientist’s tier publications needed to be concentrated in the Social Sciences and Humanities areas.
Beyond bibliometric thresholds, scientists’ awards and notable achievements within the Social Sciences and Humanities were considered to further validate their standing in the field. The D-index threshold employed to identify top researchers is dynamically adjusted in increments of 10, based on the estimated population size within each discipline, while rigorously guaranteeing that the top 1% of leading scholars are incorporated into the published list. Furthermore, there is a stringent criterion requiring that the disparity between a researcher’s general H-index and their D-index not exceed 30%, thereby ensuring discipline-aligned scholarly prominence.
Verification and Methodological Rigor
The research team behind this ranking is fully cognizant that raw bibliometric data cannot serve as an absolute measure of scholarly output or quality. To address this, all scientist profiles underwent meticulous manual verification and were cross-correlated against publications listed in a diverse array of trustworthy and authoritative sources. This extensive validation process helps uphold the ranking’s credibility and ensures that researchers are represented accurately.
Although not directly factored into the position within the ranking, the number of papers published in prominent journals and conference proceedings was reviewed as a valuable secondary indicator of a scientist’s substantive contributions within their area of expertise. The final positioning is nonetheless established using each researcher's D-index, based on data sourced exclusively from OpenAlex and CrossRef, acknowledged as the foremost bibliometric databases accessible to the scientific community today.
For a comprehensive overview of the methodology that underpins this ranking, including details on data collection, processing, and validation, please visit our methodology page.
Research.com’s Mission Behind the Ranking
Research.com’s mission in publishing this ranking is to inspire researchers, academic institutions, companies, and policymakers worldwide to actively monitor the trajectories of leading experts in Social Sciences and Humanities. By illuminating who the leading researchers are—across specific disciplines, countries, and institutions—our platform facilitates global knowledge-sharing and collaboration. We aim to foster an informed and interconnected scientific community that fully recognizes and supports excellence in research.
The careful, transparent, and methodologically rigorous process involved in creating this ranking reflects Research.com’s commitment to providing credible, actionable insights into the state of social sciences and humanities research in Venezuela and beyond.
