A scientist's position within the ranking is determined by their D-index (Discipline H-index), a specialized metric that considers only the papers and citation data relevant to the specific discipline under examination. This ensures that the ranking reflects scholarly impact within Social Sciences and Humanities, providing a discipline-focused assessment rather than a generalized overview.
Scope of Research and Eligibility Criteria
The ranking’s foundation rests on a rigorous examination of 279,971 scientist profiles identified across a broad array of bibliometric data sources spanning all academic disciplines. Within this dataset, 2,000 scientists specializing in Social Sciences and Humanities were specifically analyzed.
To qualify for inclusion, scientists were required to meet a minimum D-index threshold of 30, ensuring that only researchers with significant disciplinary impact were considered. Additionally, the majority of a qualifying scientist’s tier publications had to fall within the domain of Social Sciences and Humanities. Beyond bibliometrics, scientists’ awards and achievements in the field were taken into account as supplementary indicators of excellence.
The threshold for the D-index is dynamically adjusted in increments of 10, relative to the estimated total number of scholars within each discipline. This calibration guarantees that the top 1% of leading scholars are consistently incorporated within the ranking. Furthermore, to maintain focus on discipline-specific impact, a proximity criterion is applied whereby the difference between a scientist’s general H-index and their D-index does not exceed 30%.
Verification and Validation Practices
Understanding the inherent limitations of raw bibliometric data as a definitive evaluation tool, our research team undertook comprehensive manual verification of all scientist profiles. This process included cross-correlation against publications indexed in a wide selection of trustworthy academic sources to ensure accuracy and authenticity.
While the number of papers published in prominent journals and conference proceedings is not directly factored into the ranking position, these metrics serve as valuable secondary signals of a scientist’s contribution to their field. The final ranking positions are established solely based on each researcher’s D-index, derived from data consolidated in OpenAlex and CrossRef. These platforms represent the most prominent and reliable bibliometric databases available to the research community, reinforcing the credibility of our evaluation.
For a detailed explanation of the methodology and data sources employed, readers are encouraged to visit our methodology page.
Research.com’s Mission and Vision
At Research.com, our mission is to inspire researchers, corporations, and policymakers worldwide to closely examine trajectories within scientific fields. We aim to provide the global academic community with transparent and trustworthy insights into who the leading experts are in specific areas of study — whether across countries, disciplines, or research institutions.
By creating this carefully curated ranking, we strive to foster recognition, collaboration, and informed decision-making in academia and beyond. The meticulous efforts invested in data collection, validation, and analysis exemplify our commitment to delivering a credible and meaningful resource for understanding thought leadership in Social Sciences and Humanities research in Kuwait.
