Data Sources and Citation Metrics
The 5th edition of the Research.com Best Business and Management Scientists in China Ranking is grounded in comprehensive bibliometric data primarily sourced from OpenAlex and CrossRef, alongside multiple other reputable data repositories. The citation-based metrics that underpin the ranking were meticulously collected on January 12, 2026, ensuring the most current and reliable data pool for evaluation. A scientist’s position within the ranking is determined by their D-index (Discipline H-index), a refined metric that exclusively accounts for papers and citation counts within the specific discipline of Business and Management. This discipline-focused approach enhances the precision and relevance of the ranking.
Scope of Research and Qualification Criteria
The ranking examines a robust dataset, initially comprising 279,971 scientist profiles identified across diverse bibliometric sources spanning all disciplines. Specifically, for Business and Management, 114 scientists were rigorously evaluated. To qualify for inclusion in the ranking, a researcher’s D-index in Business and Management must be at least 30, with a majority of their tier publications demonstrably belonging to this field. In addition to bibliometric performance, notable awards and achievements relevant to Business and Management were considered as supplementary factors.
The D-index threshold is strategically calibrated as increments of 10, aligned with the estimated total number of scholars per discipline. This threshold-setting criterion guarantees that approximately the top 1% of leading experts are incorporated into the list while maintaining a proximity of 30% or less between a scientist’s overall H-index and their discipline-specific D-index. This ensures that the ranking faithfully represents genuine disciplinary impact.
Verification Practices and Methodological Rigor
Recognizing that raw bibliometric data alone cannot serve as an absolute evaluative tool for scholarly output, the Research.com team undertakes extensive manual verification of all scientist profiles. This process involves cross-correlation of publication records with a wide array of trustworthy sources to authenticate the data. While not explicitly factored into the ranking positions, the quantity of papers published in prominent journals and conference proceedings is acknowledged as a valuable complementary signal reflecting a scientist’s contributions to their field.
Ultimately, the ranking positions are established based on each researcher’s D-index as derived from validated data in OpenAlex and CrossRef, the most prominent and authoritative bibliometric databases accessible to the global research community. For an in-depth discussion of the comprehensive methods applied, 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 monitor the trajectories of leading scientific experts. By providing transparent, data-driven rankings, we facilitate the scientific community’s ability to identify premier researchers in specific areas of study, within various countries, and across diverse research institutions. Our rankings aim to serve as trustworthy instruments that highlight excellence and catalyze collaboration, thereby fostering a more informed and interconnected global research environment.
