Data Sources and Citation Metrics
The 5th edition of the Research.com Best Business and Management Scientists in Canada Ranking is primarily based on comprehensive bibliometric data obtained from OpenAlex and CrossRef, supplemented by multiple additional trusted data sources. The bibliometric information used to derive the citation-based metrics incorporated in this ranking was collected on January 12, 2026. A scientist’s position in the ranking is determined by their D-index (Discipline H-index), a refined metric that accounts solely for papers and citation counts within the examined discipline, thereby ensuring relevance and accuracy in evaluating discipline-specific research impact.
Scope of Research and Inclusion Criteria
This ranking is grounded in an extensive examination of 279,971 scientist profiles identified from a wide variety of bibliometric databases across all research disciplines. Within the Business and Management domain, 118 scientists were specifically evaluated. To qualify for inclusion in this ranking, a scientist must have a D-index of at least 30, with the majority of their tier publications published within the Business and Management area. Additionally, recognized awards and significant achievements in the field of Business and Management were considered as supplementary indicators of scholarly excellence.
The D-index threshold is dynamically adjusted in increments of 10 relative to the estimated total number of scholars in each discipline, ensuring that the ranking reliably represents the top 1% of leading experts. Furthermore, to affirm discipline-specific relevance, a scientist’s D-index must align closely with their general H-index, with a maximum acceptable difference of 30% between the two.
Verification and Validation Practices
The Research.com team acknowledges that raw bibliometric data alone cannot serve as a definitive measure of academic output or quality. For this reason, all scientist profiles included in the ranking undergo meticulous manual verification and are cross-validated against publications indexed in a broad spectrum of reputable academic journals, conference proceedings, and other credible sources. While the number of papers published in prominent journals and conferences is not a direct criterion impacting ranking position, it is regarded as an important secondary signal reflecting a researcher’s contributions within their specialized field.
The ranking position is formally established based on each researcher’s D-index, utilizing data curated primarily from OpenAlex and CrossRef — two of the most authoritative and widely used bibliometric repositories available to the global research community. Interested readers are encouraged to consult our methodology page for a detailed explanation of the data collection and ranking procedures.
Research.com’s Mission and Vision
At Research.com, our mission is to inspire researchers, academic institutions, corporations, and policymakers worldwide to gain insight into the trajectories of leading experts. We aim to provide a transparent, reliable, and accessible means for the global scientific community to identify the foremost authorities in specific areas of study — spanning countries and research institutions alike. This ranking reflects our commitment to fostering recognition of academic excellence and facilitating informed decision-making in research and innovation ecosystems.
