A scientist's position in this ranking is determined exclusively by their D-index (Discipline H-index). The D-index calculates impact by including only those papers and citations that fall within the specific discipline under examination, such as Social Sciences and Humanities. This approach ensures that the ranking reflects a researcher's contributions and influence within their core area of expertise.
Scope of Research and Eligibility Criteria
The foundation of this ranking lies in the examination of a broad spectrum of scientist profiles. Specifically, 279,971 researcher profiles were evaluated across all disciplines, from which 1,000 scientists specializing in Social Sciences and Humanities were identified.
To qualify for inclusion in the ranking, a scientist must have a D-index of at least 30. Additionally, the majority of their tier publications must lie within the Social Sciences and Humanities domain. Awards and notable achievements relevant to this field were also considered to complement the bibliometric criteria, reflecting peer recognition and scholarly distinction.
The D-index threshold for identifying top researchers is dynamically set in increments of 10, relative to the total estimated number of scholars within each discipline. This method ensures that the top 1% of leading scholars are incorporated in the ranking. Furthermore, a proximity criterion mandates that the difference between a scientist’s general H-index and their discipline-specific D-index does not exceed 30%, thus reinforcing the discipline-specific relevance of their research impact.
Verification Practices and Data Integrity
The researchers behind this ranking are acutely aware that raw bibliometric data alone can never serve as an absolute instrument for evaluating scholarly output. In response, all scientist profiles used in this ranking underwent meticulous manual verification and were cross-correlated against a wide array of trustworthy publication sources. This rigorous vetting process significantly enhances the credibility and accuracy of the final ranking.
While a scientist’s number of publications in prominent journals and conference proceedings was not a direct factor in determining position, it serves as a valuable secondary signal of their research contribution within a specific scientific area.
The final positions in the ranking are fundamentally established using each researcher's D-index, relying on data from OpenAlex and CrossRef — the most prominent and well-known bibliometric databases accessible to the global research community.
For comprehensive details about the data collection, analytical processes, and validation methodologies involved in compiling the ranking, we encourage readers to visit our methodology page.
The Research.com Agenda
At Research.com, our mission is to inspire researchers, businesses, and policymakers worldwide to understand emerging trends and directions in scientific expertise. By providing transparent, data-driven rankings of leading experts across various fields, countries, and institutions, we aim to facilitate greater connectivity and recognition within the global scientific community.
We believe that by highlighting the leaders in Social Sciences and Humanities in Malawi, this ranking not only honors outstanding achievements but also encourages collaboration, informed decision-making, and strategic investment in research and development.
